id sid tid token lemma pos crl-26863 1 1 662 662 NUM crl-26863 1 2 help help NOUN crl-26863 1 3 or or CCONJ crl-26863 1 4 hazard hazard NOUN crl-26863 1 5 ? ? PUNCT crl-26863 2 1 patrons patron NOUN crl-26863 2 2 ’ ' PUNCT crl-26863 2 3 checkout checkout NOUN crl-26863 2 4 history history NOUN crl-26863 2 5 retention retention NOUN crl-26863 2 6 choices choice NOUN crl-26863 2 7 and and CCONJ crl-26863 2 8 relations relation NOUN crl-26863 2 9 to to PART crl-26863 2 10 trust trust VERB crl-26863 2 11 and and CCONJ crl-26863 2 12 campus campus NOUN crl-26863 2 13 role role NOUN crl-26863 2 14 craig craig PROPN crl-26863 2 15 e. e. PROPN crl-26863 2 16 smith smith PROPN crl-26863 2 17 and and CCONJ crl-26863 2 18 kenneth kenneth PROPN crl-26863 2 19 j. j. PROPN crl-26863 2 20 varnum varnum PROPN crl-26863 3 1 * * PUNCT crl-26863 3 2 we we PRON crl-26863 3 3 explored explore VERB crl-26863 3 4 the the DET crl-26863 3 5 motivations motivation NOUN crl-26863 3 6 of of ADP crl-26863 3 7 588 588 NUM crl-26863 3 8 university university NOUN crl-26863 3 9 library library NOUN crl-26863 3 10 patrons patron NOUN crl-26863 3 11 who who PRON crl-26863 3 12 chose choose VERB crl-26863 3 13 to to PART crl-26863 3 14 either either CCONJ crl-26863 3 15 have have VERB crl-26863 3 16 the the DET crl-26863 3 17 library library NOUN crl-26863 3 18 retain retain VERB crl-26863 3 19 their their PRON crl-26863 3 20 checkout checkout NOUN crl-26863 3 21 histories history NOUN crl-26863 3 22 or or CCONJ crl-26863 3 23 not not PART crl-26863 3 24 . . PUNCT crl-26863 4 1 we we PRON crl-26863 4 2 also also ADV crl-26863 4 3 examined examine VERB crl-26863 4 4 associations association NOUN crl-26863 4 5 between between ADP crl-26863 4 6 checkout checkout NOUN crl-26863 4 7 history history NOUN crl-26863 4 8 choice choice NOUN crl-26863 4 9 and and CCONJ crl-26863 4 10 both both PRON crl-26863 4 11 general general ADJ crl-26863 4 12 data data PROPN crl-26863 4 13 privacy privacy NOUN crl-26863 4 14 concerns concern NOUN crl-26863 4 15 , , PUNCT crl-26863 4 16 and and CCONJ crl-26863 4 17 campus campus NOUN crl-26863 4 18 role role NOUN crl-26863 4 19 . . PUNCT crl-26863 5 1 over over ADP crl-26863 5 2 90 90 NUM crl-26863 5 3 % % NOUN crl-26863 5 4 opted opt VERB crl-26863 5 5 to to PART crl-26863 5 6 retain retain VERB crl-26863 5 7 their their PRON crl-26863 5 8 histories history NOUN crl-26863 5 9 . . PUNCT crl-26863 6 1 this this DET crl-26863 6 2 group group NOUN crl-26863 6 3 , , PUNCT crl-26863 6 4 compared compare VERB crl-26863 6 5 to to ADP crl-26863 6 6 the the DET crl-26863 6 7 no no PRON crl-26863 6 8 - - PUNCT crl-26863 6 9 retain retain NOUN crl-26863 6 10 group group NOUN crl-26863 6 11 , , PUNCT crl-26863 6 12 had have VERB crl-26863 6 13 fewer few ADJ crl-26863 6 14 privacy privacy NOUN crl-26863 6 15 concerns concern NOUN crl-26863 6 16 , , PUNCT crl-26863 6 17 had have VERB crl-26863 6 18 greater great ADJ crl-26863 6 19 trust trust NOUN crl-26863 6 20 in in ADP crl-26863 6 21 the the DET crl-26863 6 22 library library NOUN crl-26863 6 23 relative relative ADJ crl-26863 6 24 to to ADP crl-26863 6 25 the the DET crl-26863 6 26 university university NOUN crl-26863 6 27 , , PUNCT crl-26863 6 28 and and CCONJ crl-26863 6 29 were be AUX crl-26863 6 30 less less ADV crl-26863 6 31 likely likely ADJ crl-26863 6 32 to to PART crl-26863 6 33 be be AUX crl-26863 6 34 librarians librarian NOUN crl-26863 6 35 , , PUNCT crl-26863 6 36 archivists archivist NOUN crl-26863 6 37 , , PUNCT crl-26863 6 38 or or CCONJ crl-26863 6 39 curators curator NOUN crl-26863 6 40 . . PUNCT crl-26863 7 1 we we PRON crl-26863 7 2 discuss discuss VERB crl-26863 7 3 how how SCONJ crl-26863 7 4 these these DET crl-26863 7 5 findings finding NOUN crl-26863 7 6 add add VERB crl-26863 7 7 to to ADP crl-26863 7 8 the the DET crl-26863 7 9 literature literature NOUN crl-26863 7 10 on on ADP crl-26863 7 11 privacy privacy NOUN crl-26863 7 12 concerns concern NOUN crl-26863 7 13 of of ADP crl-26863 7 14 library library NOUN crl-26863 7 15 users user NOUN crl-26863 7 16 , , PUNCT crl-26863 7 17 and and CCONJ crl-26863 7 18 their their PRON crl-26863 7 19 possible possible ADJ crl-26863 7 20 implications implication NOUN crl-26863 7 21 for for ADP crl-26863 7 22 privacy privacy NOUN crl-26863 7 23 policies policy NOUN crl-26863 7 24 . . PUNCT crl-26863 8 1 introduction introduction NOUN crl-26863 8 2 in in ADP crl-26863 8 3 recent recent ADJ crl-26863 8 4 years year NOUN crl-26863 8 5 , , PUNCT crl-26863 8 6 a a DET crl-26863 8 7 great great ADJ crl-26863 8 8 deal deal NOUN crl-26863 8 9 of of ADP crl-26863 8 10 conversation conversation NOUN crl-26863 8 11 and and CCONJ crl-26863 8 12 research research NOUN crl-26863 8 13 has have AUX crl-26863 8 14 centered center VERB crl-26863 8 15 on on ADP crl-26863 8 16 the the DET crl-26863 8 17 potential potential ADJ crl-26863 8 18 benefits benefit NOUN crl-26863 8 19 and and CCONJ crl-26863 8 20 risks risk NOUN crl-26863 8 21 of of ADP crl-26863 8 22 data datum NOUN crl-26863 8 23 collection collection NOUN crl-26863 8 24 and and CCONJ crl-26863 8 25 analysis analysis NOUN crl-26863 8 26 by by ADP crl-26863 8 27 organizations organization NOUN crl-26863 8 28 making make VERB crl-26863 8 29 their their PRON crl-26863 8 30 services service NOUN crl-26863 8 31 available available ADJ crl-26863 8 32 via via ADP crl-26863 8 33 the the DET crl-26863 8 34 internet internet NOUN crl-26863 8 35 ( ( PUNCT crl-26863 8 36 e.g. e.g. ADV crl-26863 8 37 , , PUNCT crl-26863 8 38 gutierrez gutierrez PROPN crl-26863 8 39 , , PUNCT crl-26863 8 40 2023 2023 NUM crl-26863 8 41 ) ) PUNCT crl-26863 8 42 . . PUNCT crl-26863 9 1 in in ADP crl-26863 9 2 the the DET crl-26863 9 3 public public ADJ crl-26863 9 4 sphere sphere NOUN crl-26863 9 5 , , PUNCT crl-26863 9 6 these these DET crl-26863 9 7 conversations conversation NOUN crl-26863 9 8 often often ADV crl-26863 9 9 focus focus VERB crl-26863 9 10 on on ADP crl-26863 9 11 social social ADJ crl-26863 9 12 media medium NOUN crl-26863 9 13 sites site NOUN crl-26863 9 14 such such ADJ crl-26863 9 15 as as ADP crl-26863 9 16 facebook facebook NOUN crl-26863 9 17 , , PUNCT crl-26863 9 18 x x X crl-26863 9 19 ( ( PUNCT crl-26863 9 20 formerly formerly ADV crl-26863 9 21 twitter twitter NOUN crl-26863 9 22 ) ) PUNCT crl-26863 9 23 , , PUNCT crl-26863 9 24 and and CCONJ crl-26863 9 25 tiktok tiktok ADJ crl-26863 9 26 , , PUNCT crl-26863 9 27 online online ADJ crl-26863 9 28 marketplaces marketplace NOUN crl-26863 9 29 such such ADJ crl-26863 9 30 as as ADP crl-26863 9 31 amazon amazon NOUN crl-26863 9 32 , , PUNCT crl-26863 9 33 and and CCONJ crl-26863 9 34 online online ADJ crl-26863 9 35 platforms platform NOUN crl-26863 9 36 where where SCONJ crl-26863 9 37 users user NOUN crl-26863 9 38 interact interact VERB crl-26863 9 39 with with ADP crl-26863 9 40 a a DET crl-26863 9 41 vendor vendor NOUN crl-26863 9 42 or or CCONJ crl-26863 9 43 with with ADP crl-26863 9 44 each each DET crl-26863 9 45 other other ADJ crl-26863 9 46 , , PUNCT crl-26863 9 47 leaving leave VERB crl-26863 9 48 digital digital ADJ crl-26863 9 49 footprints footprint NOUN crl-26863 9 50 behind behind ADV crl-26863 9 51 . . PUNCT crl-26863 10 1 many many ADJ crl-26863 10 2 commercial commercial ADJ crl-26863 10 3 sites site NOUN crl-26863 10 4 have have AUX crl-26863 10 5 offered offer VERB crl-26863 10 6 ( ( PUNCT crl-26863 10 7 sometimes sometimes ADV crl-26863 10 8 limited limited ADJ crl-26863 10 9 ) ) PUNCT crl-26863 10 10 ways way NOUN crl-26863 10 11 for for SCONJ crl-26863 10 12 individuals individual NOUN crl-26863 10 13 to to PART crl-26863 10 14 opt opt VERB crl-26863 10 15 out out ADP crl-26863 10 16 of of ADP crl-26863 10 17 some some DET crl-26863 10 18 data datum NOUN crl-26863 10 19 collection collection NOUN crl-26863 10 20 or or CCONJ crl-26863 10 21 to to PART crl-26863 10 22 see see VERB crl-26863 10 23 what what PRON crl-26863 10 24 data datum NOUN crl-26863 10 25 the the DET crl-26863 10 26 site site NOUN crl-26863 10 27 has have AUX crl-26863 10 28 collected collect VERB crl-26863 10 29 . . PUNCT crl-26863 11 1 apple apple NOUN crl-26863 11 2 ’s ’s PART crl-26863 11 3 ios io NOUN crl-26863 11 4 , , PUNCT crl-26863 11 5 which which PRON crl-26863 11 6 powers power VERB crl-26863 11 7 hundreds hundred NOUN crl-26863 11 8 of of ADP crl-26863 11 9 millions million NOUN crl-26863 11 10 of of ADP crl-26863 11 11 smartphones smartphone NOUN crl-26863 11 12 , , PUNCT crl-26863 11 13 has have VERB crl-26863 11 14 a a DET crl-26863 11 15 setting setting NOUN crl-26863 11 16 that that PRON crl-26863 11 17 can can AUX crl-26863 11 18 block block VERB crl-26863 11 19 third third ADJ crl-26863 11 20 - - PUNCT crl-26863 11 21 party party NOUN crl-26863 11 22 user user NOUN crl-26863 11 23 tracking track VERB crl-26863 11 24 completely completely ADV crl-26863 11 25 , , PUNCT crl-26863 11 26 causing cause VERB crl-26863 11 27 some some DET crl-26863 11 28 advertisers advertiser NOUN crl-26863 11 29 to to PART crl-26863 11 30 rethink rethink VERB crl-26863 11 31 their their PRON crl-26863 11 32 approaches approach NOUN crl-26863 11 33 to to ADP crl-26863 11 34 customizing customize VERB crl-26863 11 35 and and CCONJ crl-26863 11 36 optimizing optimize VERB crl-26863 11 37 campaigns campaign NOUN crl-26863 11 38 ( ( PUNCT crl-26863 11 39 loveless loveless ADJ crl-26863 11 40 , , PUNCT crl-26863 11 41 2022 2022 NUM crl-26863 11 42 ) ) PUNCT crl-26863 11 43 . . PUNCT crl-26863 12 1 public public ADJ crl-26863 12 2 perceptions perception NOUN crl-26863 12 3 of of ADP crl-26863 12 4 the the DET crl-26863 12 5 risks risk NOUN crl-26863 12 6 and and CCONJ crl-26863 12 7 benefits benefit NOUN crl-26863 12 8 of of ADP crl-26863 12 9 these these DET crl-26863 12 10 data datum NOUN crl-26863 12 11 collection collection NOUN crl-26863 12 12 practices practice NOUN crl-26863 12 13 run run VERB crl-26863 12 14 across across ADP crl-26863 12 15 a a DET crl-26863 12 16 wide wide ADJ crl-26863 12 17 spectrum spectrum NOUN crl-26863 12 18 , , PUNCT crl-26863 12 19 from from ADP crl-26863 12 20 those those PRON crl-26863 12 21 who who PRON crl-26863 12 22 profess profess VERB crl-26863 12 23 no no DET crl-26863 12 24 particular particular ADJ crl-26863 12 25 concern concern NOUN crl-26863 12 26 about about ADP crl-26863 12 27 what what PRON crl-26863 12 28 data datum NOUN crl-26863 12 29 is be AUX crl-26863 12 30 collected collect VERB crl-26863 12 31 , , PUNCT crl-26863 12 32 to to ADP crl-26863 12 33 those those PRON crl-26863 12 34 who who PRON crl-26863 12 35 are be AUX crl-26863 12 36 strongly strongly ADV crl-26863 12 37 opposed opposed ADJ crl-26863 12 38 to to ADP crl-26863 12 39 leaving leave VERB crl-26863 12 40 any any DET crl-26863 12 41 trace trace NOUN crl-26863 12 42 of of ADP crl-26863 12 43 where where SCONJ crl-26863 12 44 they they PRON crl-26863 12 45 travel travel VERB crl-26863 12 46 online online ADV crl-26863 12 47 ( ( PUNCT crl-26863 12 48 mcclain mcclain PROPN crl-26863 12 49 et et PROPN crl-26863 12 50 al al PROPN crl-26863 12 51 . . PROPN crl-26863 12 52 , , PUNCT crl-26863 12 53 2023 2023 NUM crl-26863 12 54 ) ) PUNCT crl-26863 12 55 . . PUNCT crl-26863 13 1 libraries library NOUN crl-26863 13 2 have have AUX crl-26863 13 3 long long ADV crl-26863 13 4 been be AUX crl-26863 13 5 concerned concern VERB crl-26863 13 6 that that SCONJ crl-26863 13 7 records record NOUN crl-26863 13 8 of of ADP crl-26863 13 9 library library NOUN crl-26863 13 10 transactions transaction NOUN crl-26863 13 11 , , PUNCT crl-26863 13 12 if if SCONJ crl-26863 13 13 stored store VERB crl-26863 13 14 and and CCONJ crl-26863 13 15 associated associate VERB crl-26863 13 16 with with ADP crl-26863 13 17 individuals individual NOUN crl-26863 13 18 , , PUNCT crl-26863 13 19 have have VERB crl-26863 13 20 the the DET crl-26863 13 21 potential potential NOUN crl-26863 13 22 to to PART crl-26863 13 23 harm harm VERB crl-26863 13 24 individuals individual NOUN crl-26863 13 25 ( ( PUNCT crl-26863 13 26 matz matz NOUN crl-26863 13 27 , , PUNCT crl-26863 13 28 2008 2008 NUM crl-26863 13 29 ) ) PUNCT crl-26863 13 30 . . PUNCT crl-26863 14 1 these these DET crl-26863 14 2 concerns concern NOUN crl-26863 14 3 were be AUX crl-26863 14 4 elevated elevate VERB crl-26863 14 5 following follow VERB crl-26863 14 6 the the DET crl-26863 14 7 enactment enactment NOUN crl-26863 14 8 of of ADP crl-26863 14 9 the the DET crl-26863 14 10 usa usa PROPN crl-26863 14 11 patriot patriot PROPN crl-26863 14 12 act act NOUN crl-26863 14 13 in in ADP crl-26863 14 14 2001 2001 NUM crl-26863 14 15 . . PUNCT crl-26863 15 1 concerns concern NOUN crl-26863 15 2 about about ADP crl-26863 15 3 the the DET crl-26863 15 4 disproportionate disproportionate ADJ crl-26863 15 5 harm harm NOUN crl-26863 15 6 that that PRON crl-26863 15 7 could could AUX crl-26863 15 8 be be AUX crl-26863 15 9 caused cause VERB crl-26863 15 10 to to ADP crl-26863 15 11 individuals individual NOUN crl-26863 15 12 from from ADP crl-26863 15 13 at at ADP crl-26863 15 14 - - PUNCT crl-26863 15 15 risk risk NOUN crl-26863 15 16 communities community NOUN crl-26863 15 17 ( ( PUNCT crl-26863 15 18 e.g. e.g. ADV crl-26863 15 19 , , PUNCT crl-26863 15 20 those those PRON crl-26863 15 21 from from ADP crl-26863 15 22 minority minority NOUN crl-26863 15 23 populations population NOUN crl-26863 15 24 and and CCONJ crl-26863 15 25 those those PRON crl-26863 15 26 with with ADP crl-26863 15 27 undocumented undocumented ADJ crl-26863 15 28 immigrant immigrant ADJ crl-26863 15 29 status status NOUN crl-26863 15 30 ) ) PUNCT crl-26863 15 31 have have AUX crl-26863 15 32 led lead VERB crl-26863 15 33 * * PUNCT crl-26863 15 34     SPACE crl-26863 15 35 craig craig PROPN crl-26863 15 36 e. e. PROPN crl-26863 15 37 smith smith PROPN crl-26863 15 38 , , PUNCT crl-26863 15 39 assessment assessment NOUN crl-26863 15 40 specialist specialist NOUN crl-26863 15 41 , , PUNCT crl-26863 15 42 dean dean PROPN crl-26863 15 43 ’s ’s PART crl-26863 15 44 office office NOUN crl-26863 15 45 , , PUNCT crl-26863 15 46 university university NOUN crl-26863 15 47 of of ADP crl-26863 15 48 michigan michigan PROPN crl-26863 15 49 library library PROPN crl-26863 15 50 , , PUNCT crl-26863 15 51 email email NOUN crl-26863 15 52 : : PUNCT crl-26863 15 53 craigsm@umich craigsm@umich X crl-26863 15 54 . . PUNCT crl-26863 16 1 edu edu PROPN crl-26863 16 2 ; ; PUNCT crl-26863 16 3 kenneth kenneth PROPN crl-26863 16 4 j. j. PROPN crl-26863 16 5 varnum varnum PROPN crl-26863 16 6 , , PUNCT crl-26863 16 7 senior senior ADJ crl-26863 16 8 program program NOUN crl-26863 16 9 manager manager NOUN crl-26863 16 10 and and CCONJ crl-26863 16 11 discovery discovery NOUN crl-26863 16 12 strategist strategist NOUN crl-26863 16 13 , , PUNCT crl-26863 16 14 library library NOUN crl-26863 16 15 information information NOUN crl-26863 16 16 technology technology NOUN crl-26863 16 17 , , PUNCT crl-26863 16 18 university university PROPN crl-26863 16 19 of of ADP crl-26863 16 20 michigan michigan PROPN crl-26863 16 21 library library PROPN crl-26863 16 22 , , PUNCT crl-26863 16 23 email email NOUN crl-26863 16 24 : : PUNCT crl-26863 17 1 varnum@umich.edu varnum@umich.edu PROPN crl-26863 17 2 . . PUNCT crl-26863 18 1 © © PROPN crl-26863 18 2 2025 2025 NUM crl-26863 18 3 craig craig PROPN crl-26863 18 4 e. e. PROPN crl-26863 18 5 smith smith PROPN crl-26863 18 6 and and CCONJ crl-26863 18 7 kenneth kenneth PROPN crl-26863 18 8 j. j. PROPN crl-26863 18 9 varnum varnum PROPN crl-26863 18 10 , , PUNCT crl-26863 18 11 attribution attribution NOUN crl-26863 18 12 - - PUNCT crl-26863 18 13 noncommercial noncommercial ADJ crl-26863 18 14 ( ( PUNCT crl-26863 18 15 https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/ NOUN crl-26863 18 16 ) ) PUNCT crl-26863 18 17 cc cc NOUN crl-26863 18 18 by by ADP crl-26863 18 19 - - PUNCT crl-26863 18 20 nc nc PROPN crl-26863 18 21 . . PROPN crl-26863 18 22 mailto:craigsm@umich.edu mailto:craigsm@umich.edu PROPN crl-26863 18 23 mailto:craigsm@umich.edu mailto:craigsm@umich.edu NOUN crl-26863 18 24 mailto:varnum@umich.edu mailto:varnum@umich.edu NOUN crl-26863 18 25 https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/ NOUN crl-26863 18 26 help help NOUN crl-26863 18 27 or or CCONJ crl-26863 18 28 hazard hazard VERB crl-26863 18 29 663 663 NUM crl-26863 18 30 libraries library NOUN crl-26863 18 31 to to ADP crl-26863 18 32 , , PUNCT crl-26863 18 33 in in ADP crl-26863 18 34 general general ADJ crl-26863 18 35 , , PUNCT crl-26863 18 36 proactively proactively ADV crl-26863 18 37 remove remove VERB crl-26863 18 38 library library ADJ crl-26863 18 39 transactions transaction NOUN crl-26863 18 40 that that PRON crl-26863 18 41 could could AUX crl-26863 18 42 identify identify VERB crl-26863 18 43 both both CCONJ crl-26863 18 44 the the DET crl-26863 18 45 resource resource NOUN crl-26863 18 46 and and CCONJ crl-26863 18 47 the the DET crl-26863 18 48 individual individual NOUN crl-26863 18 49 using use VERB crl-26863 18 50 it it PRON crl-26863 18 51 from from ADP crl-26863 18 52 library library NOUN crl-26863 18 53 systems system NOUN crl-26863 18 54 . . PUNCT crl-26863 19 1 to to ADP crl-26863 19 2 this this DET crl-26863 19 3 end end NOUN crl-26863 19 4 , , PUNCT crl-26863 19 5 patron patron NOUN crl-26863 19 6 privacy privacy NOUN crl-26863 19 7 is be AUX crl-26863 19 8 addressed address VERB crl-26863 19 9 explicitly explicitly ADV crl-26863 19 10 in in ADP crl-26863 19 11 the the DET crl-26863 19 12 american american PROPN crl-26863 19 13 library library PROPN crl-26863 19 14 association association PROPN crl-26863 19 15 ’s ’s PART crl-26863 19 16 code code PROPN crl-26863 19 17 of of ADP crl-26863 19 18 ethics ethic NOUN crl-26863 19 19 ( ( PUNCT crl-26863 19 20 2021 2021 NUM crl-26863 19 21 ) ) PUNCT crl-26863 19 22 . . PUNCT crl-26863 20 1 the the DET crl-26863 20 2 present present ADJ crl-26863 20 3 study study NOUN crl-26863 20 4 explores explore VERB crl-26863 20 5 how how SCONJ crl-26863 20 6 library library ADJ crl-26863 20 7 patrons patron NOUN crl-26863 20 8 feel feel VERB crl-26863 20 9 about about ADP crl-26863 20 10 their their PRON crl-26863 20 11 checkout checkout NOUN crl-26863 20 12 data datum NOUN crl-26863 20 13 being be AUX crl-26863 20 14 stored store VERB crl-26863 20 15 , , PUNCT crl-26863 20 16 the the DET crl-26863 20 17 choices choice NOUN crl-26863 20 18 patrons patron NOUN crl-26863 20 19 make make VERB crl-26863 20 20 when when SCONJ crl-26863 20 21 given give VERB crl-26863 20 22 a a DET crl-26863 20 23 choice choice NOUN crl-26863 20 24 to to PART crl-26863 20 25 retain retain VERB crl-26863 20 26 their their PRON crl-26863 20 27 history history NOUN crl-26863 20 28 or or CCONJ crl-26863 20 29 not not PART crl-26863 20 30 , , PUNCT crl-26863 20 31 and and CCONJ crl-26863 20 32 the the DET crl-26863 20 33 reasoning reasoning NOUN crl-26863 20 34 supplied supply VERB crl-26863 20 35 by by ADP crl-26863 20 36 patrons patron NOUN crl-26863 20 37 for for ADP crl-26863 20 38 their their PRON crl-26863 20 39 choices choice NOUN crl-26863 20 40 . . PUNCT crl-26863 21 1 in in ADP crl-26863 21 2 an an DET crl-26863 21 3 era era NOUN crl-26863 21 4 in in ADP crl-26863 21 5 which which PRON crl-26863 21 6 many many ADJ crl-26863 21 7 academic academic ADJ crl-26863 21 8 libraries library NOUN crl-26863 21 9 are be AUX crl-26863 21 10 retaining retain VERB crl-26863 21 11 and and CCONJ crl-26863 21 12 using use VERB crl-26863 21 13 patron patron NOUN crl-26863 21 14 data datum NOUN crl-26863 21 15 for for ADP crl-26863 21 16 endeavors endeavor NOUN crl-26863 21 17 such such ADJ crl-26863 21 18 as as ADP crl-26863 21 19 learning learn VERB crl-26863 21 20 analytics analytic NOUN crl-26863 21 21 studies study NOUN crl-26863 21 22 , , PUNCT crl-26863 21 23 and and CCONJ crl-26863 21 24 in in ADP crl-26863 21 25 which which PRON crl-26863 21 26 people people NOUN crl-26863 21 27 are be AUX crl-26863 21 28 increasingly increasingly ADV crl-26863 21 29 accustomed accustomed ADJ crl-26863 21 30 to to ADP crl-26863 21 31 having have VERB crl-26863 21 32 their their PRON crl-26863 21 33 data datum NOUN crl-26863 21 34 held hold VERB crl-26863 21 35 by by ADP crl-26863 21 36 a a DET crl-26863 21 37 range range NOUN crl-26863 21 38 of of ADP crl-26863 21 39 institutions institution NOUN crl-26863 21 40 , , PUNCT crl-26863 21 41 knowing know VERB crl-26863 21 42 more more ADJ crl-26863 21 43 about about ADP crl-26863 21 44 how how SCONJ crl-26863 21 45 patrons patron NOUN crl-26863 21 46 weigh weigh VERB crl-26863 21 47 the the DET crl-26863 21 48 benefits benefit NOUN crl-26863 21 49 and and CCONJ crl-26863 21 50 risks risk NOUN crl-26863 21 51 of of ADP crl-26863 21 52 library library ADJ crl-26863 21 53 data datum NOUN crl-26863 21 54 retention retention NOUN crl-26863 21 55 is be AUX crl-26863 21 56 important important ADJ crl-26863 21 57 . . PUNCT crl-26863 22 1 the the DET crl-26863 22 2 findings finding NOUN crl-26863 22 3 of of ADP crl-26863 22 4 this this PRON crl-26863 22 5 and and CCONJ crl-26863 22 6 similar similar ADJ crl-26863 22 7 studies study NOUN crl-26863 22 8 can can AUX crl-26863 22 9 inform inform VERB crl-26863 22 10 library library ADJ crl-26863 22 11 decisions decision NOUN crl-26863 22 12 about about ADP crl-26863 22 13 whether whether SCONJ crl-26863 22 14 to to PART crl-26863 22 15 retain retain VERB crl-26863 22 16 user user NOUN crl-26863 22 17 data datum NOUN crl-26863 22 18 , , PUNCT crl-26863 22 19 and and CCONJ crl-26863 22 20 how how SCONJ crl-26863 22 21 to to PART crl-26863 22 22 communicate communicate VERB crl-26863 22 23 and and CCONJ crl-26863 22 24 offer offer VERB crl-26863 22 25 choices choice NOUN crl-26863 22 26 about about ADP crl-26863 22 27 data datum NOUN crl-26863 22 28 retention.† retention.† PROPN crl-26863 22 29 background background NOUN crl-26863 22 30 in in ADP crl-26863 22 31 higher high ADJ crl-26863 22 32 education education NOUN crl-26863 22 33 , , PUNCT crl-26863 22 34 student student NOUN crl-26863 22 35 concerns concern NOUN crl-26863 22 36 and and CCONJ crl-26863 22 37 beliefs belief NOUN crl-26863 22 38 surrounding surround VERB crl-26863 22 39 choice choice NOUN crl-26863 22 40 in in ADP crl-26863 22 41 data datum NOUN crl-26863 22 42 collection collection NOUN crl-26863 22 43 have have AUX crl-26863 22 44 been be AUX crl-26863 22 45 studied study VERB crl-26863 22 46 by by ADP crl-26863 22 47 , , PUNCT crl-26863 22 48 among among ADP crl-26863 22 49 others other NOUN crl-26863 22 50 , , PUNCT crl-26863 22 51 the the DET crl-26863 22 52 imls imls NOUN crl-26863 22 53 - - PUNCT crl-26863 22 54 funded fund VERB crl-26863 22 55 data data NOUN crl-26863 22 56 doubles double VERB crl-26863 22 57 project project NOUN crl-26863 22 58 ( ( PUNCT crl-26863 22 59 https://datadoubles https://datadouble NOUN crl-26863 22 60 . . PUNCT crl-26863 22 61 org org NOUN crl-26863 22 62 ) ) PUNCT crl-26863 22 63 . . PUNCT crl-26863 23 1 among among ADP crl-26863 23 2 this this DET crl-26863 23 3 project project NOUN crl-26863 23 4 ’s ’s PART crl-26863 23 5 findings finding NOUN crl-26863 23 6 is be AUX crl-26863 23 7 that that SCONJ crl-26863 23 8 most most ADJ crl-26863 23 9 students student NOUN crl-26863 23 10 are be AUX crl-26863 23 11 aware aware ADJ crl-26863 23 12 that that SCONJ crl-26863 23 13 their their PRON crl-26863 23 14 use use NOUN crl-26863 23 15 of of ADP crl-26863 23 16 the the DET crl-26863 23 17 library library NOUN crl-26863 23 18 generates generate VERB crl-26863 23 19 data datum NOUN crl-26863 23 20 that that PRON crl-26863 23 21 are be AUX crl-26863 23 22 not not PART crl-26863 23 23 wholly wholly ADV crl-26863 23 24 private private ADJ crl-26863 23 25 ; ; PUNCT crl-26863 23 26 only only ADV crl-26863 23 27 22 22 NUM crl-26863 23 28 % % NOUN crl-26863 23 29 of of ADP crl-26863 23 30 students student NOUN crl-26863 23 31 considered consider VERB crl-26863 23 32 their their PRON crl-26863 23 33 use use NOUN crl-26863 23 34 of of ADP crl-26863 23 35 physical physical ADJ crl-26863 23 36 library library ADJ crl-26863 23 37 resources resource NOUN crl-26863 23 38 to to PART crl-26863 23 39 be be AUX crl-26863 23 40 completely completely ADV crl-26863 23 41 private private ADJ crl-26863 23 42 ( ( PUNCT crl-26863 23 43 asher asher NOUN crl-26863 23 44 , , PUNCT crl-26863 23 45 2022 2022 NUM crl-26863 23 46 ) ) PUNCT crl-26863 23 47 . . PUNCT crl-26863 24 1 nonetheless nonetheless ADV crl-26863 24 2 , , PUNCT crl-26863 24 3 students student NOUN crl-26863 24 4 are be AUX crl-26863 24 5 typically typically ADV crl-26863 24 6 not not PART crl-26863 24 7 alert alert ADJ crl-26863 24 8 to to ADP crl-26863 24 9 the the DET crl-26863 24 10 wide wide ADJ crl-26863 24 11 range range NOUN crl-26863 24 12 of of ADP crl-26863 24 13 library library ADJ crl-26863 24 14 interactions interaction NOUN crl-26863 24 15 — — PUNCT crl-26863 24 16 for for ADP crl-26863 24 17 example example NOUN crl-26863 24 18 , , PUNCT crl-26863 24 19 with with ADP crl-26863 24 20 physical physical ADJ crl-26863 24 21 and and CCONJ crl-26863 24 22 electronic electronic ADJ crl-26863 24 23 materials material NOUN crl-26863 24 24 — — PUNCT crl-26863 24 25 that that PRON crl-26863 24 26 generate generate VERB crl-26863 24 27 or or CCONJ crl-26863 24 28 store store VERB crl-26863 24 29 data datum NOUN crl-26863 24 30 about about ADP crl-26863 24 31 them they PRON crl-26863 24 32 that that PRON crl-26863 24 33 is be AUX crl-26863 24 34 personally personally ADV crl-26863 24 35 identifying identify VERB crl-26863 24 36 ( ( PUNCT crl-26863 24 37 asher asher NOUN crl-26863 24 38 , , PUNCT crl-26863 24 39 2022 2022 NUM crl-26863 24 40 ) ) PUNCT crl-26863 24 41 . . PUNCT crl-26863 25 1 at at ADP crl-26863 25 2 the the DET crl-26863 25 3 same same ADJ crl-26863 25 4 time time NOUN crl-26863 25 5 , , PUNCT crl-26863 25 6 regulations regulation NOUN crl-26863 25 7 such such ADJ crl-26863 25 8 as as ADP crl-26863 25 9 the the DET crl-26863 25 10 european european PROPN crl-26863 25 11 union union PROPN crl-26863 25 12 ’s ’s PART crl-26863 25 13 general general PROPN crl-26863 25 14 data data PROPN crl-26863 25 15 protection protection NOUN crl-26863 25 16 regulation regulation NOUN crl-26863 25 17 ( ( PUNCT crl-26863 25 18 gdpr gdpr NOUN crl-26863 25 19 ) ) PUNCT crl-26863 25 20 directed direct VERB crl-26863 25 21 that that SCONJ crl-26863 25 22 web web NOUN crl-26863 25 23 content content NOUN crl-26863 25 24 providers provider NOUN crl-26863 25 25 explicitly explicitly ADV crl-26863 25 26 seek seek VERB crl-26863 25 27 permission permission NOUN crl-26863 25 28 from from ADP crl-26863 25 29 users user NOUN crl-26863 25 30 before before ADP crl-26863 25 31 conducting conduct VERB crl-26863 25 32 any any DET crl-26863 25 33 tracking tracking NOUN crl-26863 25 34 of of ADP crl-26863 25 35 their their PRON crl-26863 25 36 activities activity NOUN crl-26863 25 37 . . PUNCT crl-26863 26 1 this this PRON crl-26863 26 2 significantly significantly ADV crl-26863 26 3 raised raise VERB crl-26863 26 4 many many ADJ crl-26863 26 5 users user NOUN crl-26863 26 6 ’ ' PUNCT crl-26863 26 7 awareness awareness NOUN crl-26863 26 8 of of ADP crl-26863 26 9 the the DET crl-26863 26 10 fact fact NOUN crl-26863 26 11 that that SCONJ crl-26863 26 12 data datum NOUN crl-26863 26 13 are be AUX crl-26863 26 14 tracked track VERB crl-26863 26 15 ( ( PUNCT crl-26863 26 16 macdonald macdonald PROPN crl-26863 26 17 & & CCONJ crl-26863 26 18 klebe klebe PROPN crl-26863 26 19 , , PUNCT crl-26863 26 20 2018 2018 NUM crl-26863 26 21 ) ) PUNCT crl-26863 26 22 . . PUNCT crl-26863 27 1 the the DET crl-26863 27 2 data datum NOUN crl-26863 27 3 doubles double VERB crl-26863 27 4 project project NOUN crl-26863 27 5 also also ADV crl-26863 27 6 found find VERB crl-26863 27 7 that that SCONJ crl-26863 27 8 students student NOUN crl-26863 27 9 typically typically ADV crl-26863 27 10 accepted accept VERB crl-26863 27 11 university university NOUN crl-26863 27 12 practices practice NOUN crl-26863 27 13 such such ADJ crl-26863 27 14 as as ADP crl-26863 27 15 analytics analytic NOUN crl-26863 27 16 and and CCONJ crl-26863 27 17 data datum NOUN crl-26863 27 18 mining mining NOUN crl-26863 27 19 , , PUNCT crl-26863 27 20 but but CCONJ crl-26863 27 21 wanted want VERB crl-26863 27 22 these these DET crl-26863 27 23 activities activity NOUN crl-26863 27 24 to to PART crl-26863 27 25 be be AUX crl-26863 27 26 paired pair VERB crl-26863 27 27 with with ADP crl-26863 27 28 more more ADJ crl-26863 27 29 transparency transparency NOUN crl-26863 27 30 and and CCONJ crl-26863 27 31 the the DET crl-26863 27 32 ability ability NOUN crl-26863 27 33 to to PART crl-26863 27 34 consent consent VERB crl-26863 27 35 versus versus ADP crl-26863 27 36 opt opt VERB crl-26863 27 37 out out ADP crl-26863 27 38 ( ( PUNCT crl-26863 27 39 jones jones PROPN crl-26863 27 40 , , PUNCT crl-26863 27 41 2023 2023 NUM crl-26863 27 42 ) ) PUNCT crl-26863 27 43 . . PUNCT crl-26863 28 1 these these DET crl-26863 28 2 findings finding NOUN crl-26863 28 3 mirror mirror VERB crl-26863 28 4 similar similar ADJ crl-26863 28 5 findings finding NOUN crl-26863 28 6 from from ADP crl-26863 28 7 earlier early ADJ crl-26863 28 8 research research NOUN crl-26863 28 9 ( ( PUNCT crl-26863 28 10 e.g. e.g. ADV crl-26863 28 11 , , PUNCT crl-26863 28 12 ifenthaler ifenthaler PROPN crl-26863 28 13 & & CCONJ crl-26863 28 14 schumacher schumacher PROPN crl-26863 28 15 , , PUNCT crl-26863 28 16 2016 2016 NUM crl-26863 28 17 ) ) PUNCT crl-26863 28 18 . . PUNCT crl-26863 29 1 students student NOUN crl-26863 29 2 expressed express VERB crl-26863 29 3 trust trust NOUN crl-26863 29 4 in in ADP crl-26863 29 5 librarians librarian NOUN crl-26863 29 6 , , PUNCT crl-26863 29 7 more more ADJ crl-26863 29 8 than than ADP crl-26863 29 9 in in ADP crl-26863 29 10 other other ADJ crl-26863 29 11 campus campus NOUN crl-26863 29 12 actors actor NOUN crl-26863 29 13 , , PUNCT crl-26863 29 14 in in ADP crl-26863 29 15 part part NOUN crl-26863 29 16 because because SCONJ crl-26863 29 17 students student NOUN crl-26863 29 18 perceived perceive VERB crl-26863 29 19 librarians librarian NOUN crl-26863 29 20 as as ADP crl-26863 29 21 having have VERB crl-26863 29 22 relatively relatively ADV crl-26863 29 23 little little ADJ crl-26863 29 24 agency agency NOUN crl-26863 29 25 in in ADP crl-26863 29 26 students student NOUN crl-26863 29 27 ’ ' PUNCT crl-26863 29 28 educational educational ADJ crl-26863 29 29 outcomes outcome NOUN crl-26863 29 30 ( ( PUNCT crl-26863 29 31 jones jones PROPN crl-26863 29 32 , , PUNCT crl-26863 29 33 2023 2023 NUM crl-26863 29 34 ) ) PUNCT crl-26863 29 35 . . PUNCT crl-26863 30 1 other other ADJ crl-26863 30 2 research research NOUN crl-26863 30 3 has have AUX crl-26863 30 4 also also ADV crl-26863 30 5 found find VERB crl-26863 30 6 that that SCONJ crl-26863 30 7 librarians librarian NOUN crl-26863 30 8 are be AUX crl-26863 30 9 highly highly ADV crl-26863 30 10 trusted trust VERB crl-26863 30 11 , , PUNCT crl-26863 30 12 relative relative ADJ crl-26863 30 13 to to ADP crl-26863 30 14 people people NOUN crl-26863 30 15 in in ADP crl-26863 30 16 most most ADJ crl-26863 30 17 other other ADJ crl-26863 30 18 professions profession NOUN crl-26863 30 19 ( ( PUNCT crl-26863 30 20 ipsos ipsos PROPN crl-26863 30 21 mori mori PROPN crl-26863 30 22 , , PUNCT crl-26863 30 23 2021 2021 NUM crl-26863 30 24 ; ; PUNCT crl-26863 30 25 lockwood lockwood PROPN crl-26863 30 26 & & CCONJ crl-26863 30 27 ritter ritter PROPN crl-26863 30 28 , , PUNCT crl-26863 30 29 2016 2016 NUM crl-26863 30 30 ) ) PUNCT crl-26863 30 31 . . PUNCT crl-26863 31 1 when when SCONJ crl-26863 31 2 it it PRON crl-26863 31 3 comes come VERB crl-26863 31 4 to to ADP crl-26863 31 5 libraries library NOUN crl-26863 31 6 ’ ' PUNCT crl-26863 31 7 collection collection NOUN crl-26863 31 8 and and CCONJ crl-26863 31 9 use use NOUN crl-26863 31 10 of of ADP crl-26863 31 11 transaction transaction NOUN crl-26863 31 12 data datum NOUN crl-26863 31 13 , , PUNCT crl-26863 31 14 most most ADJ crl-26863 31 15 of of ADP crl-26863 31 16 the the DET crl-26863 31 17 literature literature NOUN crl-26863 31 18 focuses focus VERB crl-26863 31 19 on on ADP crl-26863 31 20 this this PRON crl-26863 31 21 in in ADP crl-26863 31 22 the the DET crl-26863 31 23 context context NOUN crl-26863 31 24 of of ADP crl-26863 31 25 library library NOUN crl-26863 31 26 learning learn VERB crl-26863 31 27 analytics analytic NOUN crl-26863 31 28 . . PUNCT crl-26863 32 1 library library PROPN crl-26863 32 2 learning learn VERB crl-26863 32 3 analytics analytic NOUN crl-26863 32 4 can can AUX crl-26863 32 5 be be AUX crl-26863 32 6 considered consider VERB crl-26863 32 7 within within ADP crl-26863 32 8 the the DET crl-26863 32 9 broader broad ADJ crl-26863 32 10 scope scope NOUN crl-26863 32 11 of of ADP crl-26863 32 12 campus campus NOUN crl-26863 32 13 learning learn VERB crl-26863 32 14 analytics analytic NOUN crl-26863 32 15 activities activity NOUN crl-26863 32 16 . . PUNCT crl-26863 33 1 some some DET crl-26863 33 2 academic academic ADJ crl-26863 33 3 libraries library NOUN crl-26863 33 4 have have AUX crl-26863 33 5 explored explore VERB crl-26863 33 6 the the DET crl-26863 33 7 relationships relationship NOUN crl-26863 33 8 between between ADP crl-26863 33 9 the the DET crl-26863 33 10 resources resource NOUN crl-26863 33 11 and and CCONJ crl-26863 33 12 services service NOUN crl-26863 33 13 they they PRON crl-26863 33 14 provide provide VERB crl-26863 33 15 students student NOUN crl-26863 33 16 and and CCONJ crl-26863 33 17 student student NOUN crl-26863 33 18 success success NOUN crl-26863 33 19 ( ( PUNCT crl-26863 33 20 acrl acrl NOUN crl-26863 33 21 , , PUNCT crl-26863 33 22 2010 2010 NUM crl-26863 33 23 ; ; PUNCT crl-26863 33 24 oakleaf oakleaf NOUN crl-26863 33 25 , , PUNCT crl-26863 33 26 2021 2021 NUM crl-26863 33 27 ) ) PUNCT crl-26863 33 28 . . PUNCT crl-26863 34 1 we we PRON crl-26863 34 2 note note VERB crl-26863 34 3 that that SCONJ crl-26863 34 4 a a DET crl-26863 34 5 recent recent ADJ crl-26863 34 6 metanalysis metanalysis NOUN crl-26863 34 7 indicated indicate VERB crl-26863 34 8 that that SCONJ crl-26863 34 9 such such ADJ crl-26863 34 10 studies study NOUN crl-26863 34 11 have have AUX crl-26863 34 12 found find VERB crl-26863 34 13 little little ADJ crl-26863 34 14 to to ADP crl-26863 34 15 no no DET crl-26863 34 16 statistical statistical ADJ crl-26863 34 17 relationship relationship NOUN crl-26863 34 18 between between ADP crl-26863 34 19 academic academic ADJ crl-26863 34 20 library library NOUN crl-26863 34 21 use use NOUN crl-26863 34 22 and and CCONJ crl-26863 34 23 academic academic ADJ crl-26863 34 24 outcomes outcome NOUN crl-26863 34 25 ( ( PUNCT crl-26863 34 26 e.g. e.g. ADV crl-26863 34 27 , , PUNCT crl-26863 34 28 gpa gpa NOUN crl-26863 34 29 and and CCONJ crl-26863 34 30 retention retention NOUN crl-26863 34 31 ) ) PUNCT crl-26863 34 32 , , PUNCT crl-26863 34 33 and and CCONJ crl-26863 34 34 these these DET crl-26863 34 35 types type NOUN crl-26863 34 36 of of ADP crl-26863 34 37 studies study NOUN crl-26863 34 38 are be AUX crl-26863 34 39 not not PART crl-26863 34 40 able able ADJ crl-26863 34 41 to to PART crl-26863 34 42 shed shed VERB crl-26863 34 43 light light NOUN crl-26863 34 44 on on ADP crl-26863 34 45 causality causality NOUN crl-26863 34 46 ( ( PUNCT crl-26863 34 47 robertshaw robertshaw PROPN crl-26863 34 48 & & CCONJ crl-26863 34 49 asher asher PROPN crl-26863 34 50 , , PUNCT crl-26863 34 51 2019 2019 NUM crl-26863 34 52 ) ) PUNCT crl-26863 34 53 . . PUNCT crl-26863 35 1 in in ADP crl-26863 35 2 contrast contrast NOUN crl-26863 35 3 to to ADP crl-26863 35 4 these these DET crl-26863 35 5 studies study NOUN crl-26863 35 6 , , PUNCT crl-26863 35 7 ours ours PRON crl-26863 35 8 focused focus VERB crl-26863 35 9 on on ADP crl-26863 35 10 individual individual ADJ crl-26863 35 11 concerns concern NOUN crl-26863 35 12 and and CCONJ crl-26863 35 13 feelings feeling NOUN crl-26863 35 14 about about ADP crl-26863 35 15 one one NUM crl-26863 35 16 form form NOUN crl-26863 35 17 of of ADP crl-26863 35 18 library library ADJ crl-26863 35 19 data datum NOUN crl-26863 35 20 collection collection NOUN crl-26863 35 21 rather rather ADV crl-26863 35 22 than than ADP crl-26863 35 23 using use VERB crl-26863 35 24 library library ADJ crl-26863 35 25 data datum NOUN crl-26863 35 26 to to PART crl-26863 35 27 make make VERB crl-26863 35 28 inferences inference NOUN crl-26863 35 29 about about ADP crl-26863 35 30 the the DET crl-26863 35 31 impact impact NOUN crl-26863 35 32 of of ADP crl-26863 35 33 academic academic ADJ crl-26863 35 34 libraries library NOUN crl-26863 35 35 . . PUNCT crl-26863 36 1 † † X crl-26863 36 2     SPACE crl-26863 36 3 this this DET crl-26863 36 4 study study NOUN crl-26863 36 5 was be AUX crl-26863 36 6 reviewed review VERB crl-26863 36 7 by by ADP crl-26863 36 8 the the DET crl-26863 36 9 u u PROPN crl-26863 36 10 - - PROPN crl-26863 36 11 m m PROPN crl-26863 36 12 irb irb NOUN crl-26863 36 13 ( ( PUNCT crl-26863 36 14 hum#00200146 hum#00200146 NOUN crl-26863 36 15 ) ) PUNCT crl-26863 36 16 and and CCONJ crl-26863 36 17 was be AUX crl-26863 36 18 determined determine VERB crl-26863 36 19 to to PART crl-26863 36 20 be be AUX crl-26863 36 21 exempt exempt ADJ crl-26863 36 22 due due ADP crl-26863 36 23 to to ADP crl-26863 36 24 the the DET crl-26863 36 25 lack lack NOUN crl-26863 36 26 of of ADP crl-26863 36 27 serious serious ADJ crl-26863 36 28 risk risk NOUN crl-26863 36 29 and and CCONJ crl-26863 36 30 vulnerable vulnerable ADJ crl-26863 36 31 populations population NOUN crl-26863 36 32 . . PUNCT crl-26863 37 1 https://datadoubles.org https://datadoubles.org PROPN crl-26863 37 2 https://datadoubles.org https://datadoubles.org PROPN crl-26863 37 3 664 664 NUM crl-26863 37 4 college college PROPN crl-26863 37 5 & & CCONJ crl-26863 37 6 research research PROPN crl-26863 37 7 libraries library NOUN crl-26863 37 8 july july PROPN crl-26863 37 9 2025 2025 NUM crl-26863 37 10 collecting collect VERB crl-26863 37 11 identified identify VERB crl-26863 37 12 user user NOUN crl-26863 37 13 data datum NOUN crl-26863 37 14 to to PART crl-26863 37 15 build build VERB crl-26863 37 16 library library NOUN crl-26863 37 17 - - PUNCT crl-26863 37 18 specific specific ADJ crl-26863 37 19 services service NOUN crl-26863 37 20 has have AUX crl-26863 37 21 received receive VERB crl-26863 37 22 much much ADV crl-26863 37 23 less less ADJ crl-26863 37 24 attention attention NOUN crl-26863 37 25 , , PUNCT crl-26863 37 26 compared compare VERB crl-26863 37 27 to to ADP crl-26863 37 28 studies study NOUN crl-26863 37 29 focused focus VERB crl-26863 37 30 on on ADP crl-26863 37 31 analytics analytic NOUN crl-26863 37 32 . . PUNCT crl-26863 38 1 another another DET crl-26863 38 2 data datum NOUN crl-26863 38 3 doubles double VERB crl-26863 38 4 project project NOUN crl-26863 38 5 output output NOUN crl-26863 38 6 , , PUNCT crl-26863 38 7 “ " PUNCT crl-26863 38 8 transparency transparency NOUN crl-26863 38 9 and and CCONJ crl-26863 38 10 consent consent NOUN crl-26863 38 11 : : PUNCT crl-26863 38 12 student student NOUN crl-26863 38 13 perspectives perspective NOUN crl-26863 38 14 on on ADP crl-26863 38 15 educational educational ADJ crl-26863 38 16 data datum NOUN crl-26863 38 17 analytics analytic NOUN crl-26863 38 18 scenarios scenario NOUN crl-26863 38 19 , , PUNCT crl-26863 38 20 ” " PUNCT crl-26863 38 21 highlights highlight VERB crl-26863 38 22 the the DET crl-26863 38 23 importance importance NOUN crl-26863 38 24 of of ADP crl-26863 38 25 consent consent NOUN crl-26863 38 26 but but CCONJ crl-26863 38 27 focuses focus VERB crl-26863 38 28 more more ADJ crl-26863 38 29 on on ADP crl-26863 38 30 research research NOUN crl-26863 38 31 - - PUNCT crl-26863 38 32 oriented orient VERB crl-26863 38 33 processes process NOUN crl-26863 38 34 , , PUNCT crl-26863 38 35 rather rather ADV crl-26863 38 36 than than ADP crl-26863 38 37 service service NOUN crl-26863 38 38 - - PUNCT crl-26863 38 39 oriented orient VERB crl-26863 38 40 ( ( PUNCT crl-26863 38 41 jones jones PROPN crl-26863 38 42 et et PROPN crl-26863 38 43 al al PROPN crl-26863 38 44 . . PROPN crl-26863 38 45 , , PUNCT crl-26863 38 46 2023 2023 NUM crl-26863 38 47 ) ) PUNCT crl-26863 38 48 . . PUNCT crl-26863 39 1 the the DET crl-26863 39 2 present present ADJ crl-26863 39 3 study study NOUN crl-26863 39 4 takes take VERB crl-26863 39 5 this this DET crl-26863 39 6 next next ADJ crl-26863 39 7 step step NOUN crl-26863 39 8 , , PUNCT crl-26863 39 9 asking ask VERB crl-26863 39 10 how how SCONJ crl-26863 39 11 patrons patron NOUN crl-26863 39 12 feel feel VERB crl-26863 39 13 about about ADP crl-26863 39 14 their their PRON crl-26863 39 15 data datum NOUN crl-26863 39 16 being be AUX crl-26863 39 17 retained retain VERB crl-26863 39 18 to to PART crl-26863 39 19 support support VERB crl-26863 39 20 a a DET crl-26863 39 21 library library NOUN crl-26863 39 22 service service NOUN crl-26863 39 23 . . PUNCT crl-26863 40 1 additional additional ADJ crl-26863 40 2 context context NOUN crl-26863 40 3 for for ADP crl-26863 40 4 the the DET crl-26863 40 5 present present ADJ crl-26863 40 6 study study NOUN crl-26863 40 7 until until ADP crl-26863 40 8 early early ADJ crl-26863 40 9 2016 2016 NUM crl-26863 40 10 , , PUNCT crl-26863 40 11 the the DET crl-26863 40 12 university university PROPN crl-26863 40 13 of of ADP crl-26863 40 14 michigan michigan PROPN crl-26863 40 15 library library PROPN crl-26863 40 16 was be AUX crl-26863 40 17 typical typical ADJ crl-26863 40 18 of of ADP crl-26863 40 19 most most ADJ crl-26863 40 20 public public ADJ crl-26863 40 21 and and CCONJ crl-26863 40 22 academic academic ADJ crl-26863 40 23 libraries library NOUN crl-26863 40 24 ( ( PUNCT crl-26863 40 25 harper harper NOUN crl-26863 40 26 & & CCONJ crl-26863 40 27 oltmann oltmann PROPN crl-26863 40 28 , , PUNCT crl-26863 40 29 2017 2017 NUM crl-26863 40 30 ): ): PUNCT crl-26863 40 31 as as ADV crl-26863 40 32 soon soon ADV crl-26863 40 33 as as SCONJ crl-26863 40 34 a a DET crl-26863 40 35 book book NOUN crl-26863 40 36 was be AUX crl-26863 40 37 returned return VERB crl-26863 40 38 , , PUNCT crl-26863 40 39 the the DET crl-26863 40 40 data datum NOUN crl-26863 40 41 connecting connect VERB crl-26863 40 42 the the DET crl-26863 40 43 library library NOUN crl-26863 40 44 user user NOUN crl-26863 40 45 and and CCONJ crl-26863 40 46 the the DET crl-26863 40 47 item item NOUN crl-26863 40 48 that that PRON crl-26863 40 49 was be AUX crl-26863 40 50 circulated circulate VERB crl-26863 40 51 were be AUX crl-26863 40 52 deleted delete VERB crl-26863 40 53 . . PUNCT crl-26863 41 1 in in ADP crl-26863 41 2 2016 2016 NUM crl-26863 41 3 , , PUNCT crl-26863 41 4 the the DET crl-26863 41 5 library library NOUN crl-26863 41 6 dean dean PROPN crl-26863 41 7 advocated advocate VERB crl-26863 41 8 for for ADP crl-26863 41 9 greater great ADJ crl-26863 41 10 library library NOUN crl-26863 41 11 involvement involvement NOUN crl-26863 41 12 in in ADP crl-26863 41 13 campus campus NOUN crl-26863 41 14 - - PUNCT crl-26863 41 15 wide wide ADV crl-26863 41 16 learning learning NOUN crl-26863 41 17 analytics analytic NOUN crl-26863 41 18 efforts effort NOUN crl-26863 41 19 and and CCONJ crl-26863 41 20 led lead VERB crl-26863 41 21 a a DET crl-26863 41 22 process process NOUN crl-26863 41 23 to to PART crl-26863 41 24 update update VERB crl-26863 41 25 the the DET crl-26863 41 26 library library NOUN crl-26863 41 27 ’s ’s PART crl-26863 41 28 privacy privacy NOUN crl-26863 41 29 policy policy NOUN crl-26863 41 30 and and CCONJ crl-26863 41 31 practices practice NOUN crl-26863 41 32 . . PUNCT crl-26863 42 1 after after ADP crl-26863 42 2 extensive extensive ADJ crl-26863 42 3 discussions discussion NOUN crl-26863 42 4 and and CCONJ crl-26863 42 5 debates debate NOUN crl-26863 42 6 about about ADP crl-26863 42 7 data datum NOUN crl-26863 42 8 and and CCONJ crl-26863 42 9 privacy privacy NOUN crl-26863 42 10 , , PUNCT crl-26863 42 11 the the DET crl-26863 42 12 decision decision NOUN crl-26863 42 13 was be AUX crl-26863 42 14 made make VERB crl-26863 42 15 to to PART crl-26863 42 16 preserve preserve VERB crl-26863 42 17 the the DET crl-26863 42 18 connection connection NOUN crl-26863 42 19 between between ADP crl-26863 42 20 users user NOUN crl-26863 42 21 and and CCONJ crl-26863 42 22 the the DET crl-26863 42 23 items item NOUN crl-26863 42 24 they they PRON crl-26863 42 25 circulated circulate VERB crl-26863 42 26 ; ; PUNCT crl-26863 42 27 some some DET crl-26863 42 28 library library ADJ crl-26863 42 29 employees employee NOUN crl-26863 42 30 were be AUX crl-26863 42 31 supportive supportive ADJ crl-26863 42 32 of of ADP crl-26863 42 33 this this DET crl-26863 42 34 decision decision NOUN crl-26863 42 35 , , PUNCT crl-26863 42 36 and and CCONJ crl-26863 42 37 some some PRON crl-26863 42 38 were be AUX crl-26863 42 39 not not PART crl-26863 42 40 . . PUNCT crl-26863 43 1 this this DET crl-26863 43 2 new new ADJ crl-26863 43 3 practice practice NOUN crl-26863 43 4 allowed allow VERB crl-26863 43 5 the the DET crl-26863 43 6 library library NOUN crl-26863 43 7 to to PART crl-26863 43 8 provide provide VERB crl-26863 43 9 a a DET crl-26863 43 10 checkout checkout NOUN crl-26863 43 11 history history NOUN crl-26863 43 12 service service NOUN crl-26863 43 13 for for ADP crl-26863 43 14 all all DET crl-26863 43 15 users user NOUN crl-26863 43 16 . . PUNCT crl-26863 44 1 behind behind ADP crl-26863 44 2 authentication authentication NOUN crl-26863 44 3 , , PUNCT crl-26863 44 4 this this DET crl-26863 44 5 checkout checkout NOUN crl-26863 44 6 history history NOUN crl-26863 44 7 was be AUX crl-26863 44 8 available available ADJ crl-26863 44 9 to to ADP crl-26863 44 10 each each DET crl-26863 44 11 individual individual NOUN crl-26863 44 12 and and CCONJ crl-26863 44 13 listed list VERB crl-26863 44 14 the the DET crl-26863 44 15 items item NOUN crl-26863 44 16 each each DET crl-26863 44 17 person person NOUN crl-26863 44 18 had have AUX crl-26863 44 19 checked check VERB crl-26863 44 20 out out ADP crl-26863 44 21 . . PUNCT crl-26863 45 1 at at ADP crl-26863 45 2 the the DET crl-26863 45 3 time time NOUN crl-26863 45 4 , , PUNCT crl-26863 45 5 technological technological ADJ crl-26863 45 6 barriers barrier NOUN crl-26863 45 7 prevented prevent VERB crl-26863 45 8 the the DET crl-26863 45 9 library library NOUN crl-26863 45 10 from from ADP crl-26863 45 11 offering offer VERB crl-26863 45 12 an an DET crl-26863 45 13 opt opt NOUN crl-26863 45 14 - - PUNCT crl-26863 45 15 in in ADP crl-26863 45 16 or or CCONJ crl-26863 45 17 opt opt VERB crl-26863 45 18 - - PUNCT crl-26863 45 19 out out ADP crl-26863 45 20 mechanism mechanism NOUN crl-26863 45 21 , , PUNCT crl-26863 45 22 and and CCONJ crl-26863 45 23 the the DET crl-26863 45 24 service service NOUN crl-26863 45 25 was be AUX crl-26863 45 26 automatically automatically ADV crl-26863 45 27 activated activate VERB crl-26863 45 28 for for ADP crl-26863 45 29 all all DET crl-26863 45 30 members member NOUN crl-26863 45 31 of of ADP crl-26863 45 32 the the DET crl-26863 45 33 university university NOUN crl-26863 45 34 community community NOUN crl-26863 45 35 who who PRON crl-26863 45 36 checked check VERB crl-26863 45 37 out out ADP crl-26863 45 38 an an DET crl-26863 45 39 item item NOUN crl-26863 45 40 . . PUNCT crl-26863 46 1 interestingly interestingly ADV crl-26863 46 2 , , PUNCT crl-26863 46 3 this this PRON crl-26863 46 4 led lead VERB crl-26863 46 5 to to ADP crl-26863 46 6 a a DET crl-26863 46 7 situation situation NOUN crl-26863 46 8 in in ADP crl-26863 46 9 which which PRON crl-26863 46 10 there there PRON crl-26863 46 11 was be VERB crl-26863 46 12 a a DET crl-26863 46 13 considerable considerable ADJ crl-26863 46 14 population population NOUN crl-26863 46 15 of of ADP crl-26863 46 16 users user NOUN crl-26863 46 17 who who PRON crl-26863 46 18 had have VERB crl-26863 46 19 a a DET crl-26863 46 20 checkout checkout NOUN crl-26863 46 21 history history NOUN crl-26863 46 22 maintained maintain VERB crl-26863 46 23 but but CCONJ crl-26863 46 24 were be AUX crl-26863 46 25 not not PART crl-26863 46 26 aware aware ADJ crl-26863 46 27 of of ADP crl-26863 46 28 it it PRON crl-26863 46 29 . . PUNCT crl-26863 47 1 * * PUNCT crl-26863 48 1 the the DET crl-26863 48 2 university university NOUN crl-26863 48 3 library library NOUN crl-26863 48 4 changed change VERB crl-26863 48 5 its its PRON crl-26863 48 6 library library NOUN crl-26863 48 7 management management NOUN crl-26863 48 8 system system NOUN crl-26863 48 9 in in ADP crl-26863 48 10 2021 2021 NUM crl-26863 48 11 . . PUNCT crl-26863 49 1 this this DET crl-26863 49 2 technology technology NOUN crl-26863 49 3 update update NOUN crl-26863 49 4 provided provide VERB crl-26863 49 5 , , PUNCT crl-26863 49 6 for for ADP crl-26863 49 7 the the DET crl-26863 49 8 first first ADJ crl-26863 49 9 time time NOUN crl-26863 49 10 , , PUNCT crl-26863 49 11 an an DET crl-26863 49 12 opportunity opportunity NOUN crl-26863 49 13 to to PART crl-26863 49 14 enable enable VERB crl-26863 49 15 a a DET crl-26863 49 16 mechanism mechanism NOUN crl-26863 49 17 allowing allow VERB crl-26863 49 18 library library ADJ crl-26863 49 19 users user NOUN crl-26863 49 20 to to PART crl-26863 49 21 opt opt VERB crl-26863 49 22 in in ADP crl-26863 49 23 or or CCONJ crl-26863 49 24 out out ADP crl-26863 49 25 of of ADP crl-26863 49 26 the the DET crl-26863 49 27 checkout checkout NOUN crl-26863 49 28 history history NOUN crl-26863 49 29 service service NOUN crl-26863 49 30 . . PUNCT crl-26863 50 1 conversations conversation NOUN crl-26863 50 2 about about ADP crl-26863 50 3 the the DET crl-26863 50 4 importance importance NOUN crl-26863 50 5 of of ADP crl-26863 50 6 allowing allow VERB crl-26863 50 7 such such DET crl-26863 50 8 a a DET crl-26863 50 9 choice choice NOUN crl-26863 50 10 were be AUX crl-26863 50 11 initially initially ADV crl-26863 50 12 led lead VERB crl-26863 50 13 by by ADP crl-26863 50 14 the the DET crl-26863 50 15 library library PROPN crl-26863 50 16 diversity diversity NOUN crl-26863 50 17 council council PROPN crl-26863 50 18 , , PUNCT crl-26863 50 19 a a DET crl-26863 50 20 library library NOUN crl-26863 50 21 - - PUNCT crl-26863 50 22 wide wide ADJ crl-26863 50 23 group group NOUN crl-26863 50 24 concerned concern VERB crl-26863 50 25 with with ADP crl-26863 50 26 questions question NOUN crl-26863 50 27 of of ADP crl-26863 50 28 diversity diversity NOUN crl-26863 50 29 , , PUNCT crl-26863 50 30 equity equity NOUN crl-26863 50 31 , , PUNCT crl-26863 50 32 and and CCONJ crl-26863 50 33 inclusion inclusion NOUN crl-26863 50 34 . . PUNCT crl-26863 51 1 the the DET crl-26863 51 2 group group NOUN crl-26863 51 3 expressed express VERB crl-26863 51 4 concerns concern NOUN crl-26863 51 5 about about ADP crl-26863 51 6 the the DET crl-26863 51 7 potential potential ADJ crl-26863 51 8 harm harm NOUN crl-26863 51 9 an an DET crl-26863 51 10 “ " PUNCT crl-26863 51 11 always always ADV crl-26863 51 12 on on ADP crl-26863 51 13 ” " PUNCT crl-26863 51 14 checkout checkout NOUN crl-26863 51 15 history history NOUN crl-26863 51 16 could could AUX crl-26863 51 17 create create VERB crl-26863 51 18 , , PUNCT crl-26863 51 19 particularly particularly ADV crl-26863 51 20 for for ADP crl-26863 51 21 marginalized marginalize VERB crl-26863 51 22 and and CCONJ crl-26863 51 23 underrepresented underrepresented ADJ crl-26863 51 24 communities community NOUN crl-26863 51 25 across across ADP crl-26863 51 26 the the DET crl-26863 51 27 campus.† campus.† PROPN crl-26863 51 28 in in ADP crl-26863 51 29 response response NOUN crl-26863 51 30 to to ADP crl-26863 51 31 these these DET crl-26863 51 32 concerns concern NOUN crl-26863 51 33 , , PUNCT crl-26863 51 34 and and CCONJ crl-26863 51 35 with with ADP crl-26863 51 36 the the DET crl-26863 51 37 new new ADJ crl-26863 51 38 library library NOUN crl-26863 51 39 services service NOUN crl-26863 51 40 platform platform NOUN crl-26863 51 41 enabling enable VERB crl-26863 51 42 such such DET crl-26863 51 43 an an DET crl-26863 51 44 approach approach NOUN crl-26863 51 45 , , PUNCT crl-26863 51 46 the the DET crl-26863 51 47 library library NOUN crl-26863 51 48 decided decide VERB crl-26863 51 49 to to PART crl-26863 51 50 give give VERB crl-26863 51 51 users user NOUN crl-26863 51 52 the the DET crl-26863 51 53 ability ability NOUN crl-26863 51 54 to to PART crl-26863 51 55 opt opt VERB crl-26863 51 56 in in ADP crl-26863 51 57 or or CCONJ crl-26863 51 58 out out ADP crl-26863 51 59 of of ADP crl-26863 51 60 checkout checkout NOUN crl-26863 51 61 history history NOUN crl-26863 51 62 data datum NOUN crl-26863 51 63 collection collection NOUN crl-26863 51 64 through through ADP crl-26863 51 65 their their PRON crl-26863 51 66 library library NOUN crl-26863 51 67 account account NOUN crl-26863 51 68 page page NOUN crl-26863 51 69 . . PUNCT crl-26863 52 1 the the DET crl-26863 52 2 authors author NOUN crl-26863 52 3 viewed view VERB crl-26863 52 4 this this DET crl-26863 52 5 change change NOUN crl-26863 52 6 of of ADP crl-26863 52 7 service service NOUN crl-26863 52 8 model model NOUN crl-26863 52 9 as as ADP crl-26863 52 10 a a DET crl-26863 52 11 unique unique ADJ crl-26863 52 12 opportunity opportunity NOUN crl-26863 52 13 both both PRON crl-26863 52 14 to to PART crl-26863 52 15 give give VERB crl-26863 52 16 our our PRON crl-26863 52 17 library library NOUN crl-26863 52 18 ’s ’s PART crl-26863 52 19 users user NOUN crl-26863 52 20 more more ADJ crl-26863 52 21 power power NOUN crl-26863 52 22 over over ADP crl-26863 52 23 a a DET crl-26863 52 24 subset subset NOUN crl-26863 52 25 of of ADP crl-26863 52 26 data datum NOUN crl-26863 52 27 collected collect VERB crl-26863 52 28 about about ADP crl-26863 52 29 them they PRON crl-26863 52 30 , , PUNCT crl-26863 52 31 but but CCONJ crl-26863 52 32 also also ADV crl-26863 52 33 to to PART crl-26863 52 34 better well ADV crl-26863 52 35 understand understand VERB crl-26863 52 36 the the DET crl-26863 52 37 motivations motivation NOUN crl-26863 52 38 individual individual ADJ crl-26863 52 39 users user NOUN crl-26863 52 40 might might AUX crl-26863 52 41 have have VERB crl-26863 52 42 when when SCONJ crl-26863 52 43 it it PRON crl-26863 52 44 came come VERB crl-26863 52 45 to to ADP crl-26863 52 46 making make VERB crl-26863 52 47 that that DET crl-26863 52 48 choice choice NOUN crl-26863 52 49 . . PUNCT crl-26863 53 1 because because SCONJ crl-26863 53 2 of of ADP crl-26863 53 3 our our PRON crl-26863 53 4 past past ADJ crl-26863 53 5 decision decision NOUN crl-26863 53 6 to to PART crl-26863 53 7 create create VERB crl-26863 53 8 a a DET crl-26863 53 9 checkout checkout NOUN crl-26863 53 10 history history NOUN crl-26863 53 11 for for ADP crl-26863 53 12 all all DET crl-26863 53 13 users user NOUN crl-26863 53 14 , , PUNCT crl-26863 53 15 the the DET crl-26863 53 16 library library NOUN crl-26863 53 17 found find VERB crl-26863 53 18 itself itself PRON crl-26863 53 19 in in ADP crl-26863 53 20 a a DET crl-26863 53 21 somewhat somewhat ADV crl-26863 53 22 challenging challenging ADJ crl-26863 53 23 situation situation NOUN crl-26863 53 24 . . PUNCT crl-26863 54 1 individuals individual NOUN crl-26863 54 2 who who PRON crl-26863 54 3 had have AUX crl-26863 54 4 checked check VERB crl-26863 54 5 out out ADP crl-26863 54 6 an an DET crl-26863 54 7 item item NOUN crl-26863 54 8 between between ADP crl-26863 54 9 2016–2021 2016–2021 NUM crl-26863 54 10 had have VERB crl-26863 54 11 a a DET crl-26863 54 12 checkout checkout NOUN crl-26863 54 13 history history NOUN crl-26863 54 14 ( ( PUNCT crl-26863 54 15 regardless regardless ADV crl-26863 54 16 of of ADP crl-26863 54 17 whether whether SCONJ crl-26863 54 18 they they PRON crl-26863 54 19 knew know VERB crl-26863 54 20 it it PRON crl-26863 54 21 existed exist VERB crl-26863 54 22 or or CCONJ crl-26863 54 23 wanted want VERB crl-26863 54 24 it it PRON crl-26863 54 25 ) ) PUNCT crl-26863 54 26 , , PUNCT crl-26863 54 27 and and CCONJ crl-26863 54 28 those those PRON crl-26863 54 29 who who PRON crl-26863 54 30 did do AUX crl-26863 54 31 not not PART crl-26863 54 32 check check VERB crl-26863 54 33 out out ADP crl-26863 54 34 an an DET crl-26863 54 35 item item NOUN crl-26863 54 36 in in ADP crl-26863 54 37 that that DET crl-26863 54 38 time time NOUN crl-26863 54 39 period period NOUN crl-26863 54 40 — — PUNCT crl-26863 54 41 perhaps perhaps ADV crl-26863 54 42 because because SCONJ crl-26863 54 43 their their PRON crl-26863 54 44 academic academic ADJ crl-26863 54 45 work work NOUN crl-26863 54 46 did do AUX crl-26863 54 47 not not PART crl-26863 54 48 lend lend VERB crl-26863 54 49 itself itself PRON crl-26863 54 50 to to PART crl-26863 54 51 use use VERB crl-26863 54 52 of of ADP crl-26863 54 53 physical physical ADJ crl-26863 54 54 library library NOUN crl-26863 54 55 materials material NOUN crl-26863 54 56 or or CCONJ crl-26863 54 57 they they PRON crl-26863 54 58 were be AUX crl-26863 54 59 new new ADJ crl-26863 54 60 to to ADP crl-26863 54 61 campus campus NOUN crl-26863 54 62 — — PUNCT crl-26863 54 63 did do AUX crl-26863 54 64 not not PART crl-26863 54 65 . . PUNCT crl-26863 55 1 to to PART crl-26863 55 2 avoid avoid VERB crl-26863 55 3 a a DET crl-26863 55 4 situation situation NOUN crl-26863 55 5 in in ADP crl-26863 55 6 which which PRON crl-26863 55 7 the the DET crl-26863 55 8 library library NOUN crl-26863 55 9 arbitrarily arbitrarily ADV crl-26863 55 10 deleted delete VERB crl-26863 55 11 previous previous ADJ crl-26863 55 12 checkouts checkout NOUN crl-26863 55 13 for for ADP crl-26863 55 14 all all DET crl-26863 55 15 users user NOUN crl-26863 55 16 , , PUNCT crl-26863 55 17 including include VERB crl-26863 55 18 those those PRON crl-26863 55 19 for for ADP crl-26863 55 20 whom whom PRON crl-26863 55 21 it it PRON crl-26863 55 22 was be AUX crl-26863 55 23 a a DET crl-26863 55 24 useful useful ADJ crl-26863 55 25 service service NOUN crl-26863 55 26 , , PUNCT crl-26863 55 27 a a DET crl-26863 55 28 split split NOUN crl-26863 55 29 process process NOUN crl-26863 55 30 was be AUX crl-26863 55 31 offered offer VERB crl-26863 55 32 . . PUNCT crl-26863 56 1 * * PUNCT crl-26863 56 2     SPACE crl-26863 56 3 this this PRON crl-26863 56 4 also also ADV crl-26863 56 5 underscores underscore VERB crl-26863 56 6 the the DET crl-26863 56 7 challenges challenge NOUN crl-26863 56 8 of of ADP crl-26863 56 9 educating educate VERB crl-26863 56 10 large large ADJ crl-26863 56 11 user user NOUN crl-26863 56 12 groups group NOUN crl-26863 56 13 about about ADP crl-26863 56 14 library library NOUN crl-26863 56 15 privacy privacy NOUN crl-26863 56 16 policies policy NOUN crl-26863 56 17 and and CCONJ crl-26863 56 18 changes change NOUN crl-26863 56 19 to to ADP crl-26863 56 20 those those DET crl-26863 56 21 policies policy NOUN crl-26863 56 22 . . PUNCT crl-26863 57 1 † † NOUN crl-26863 57 2     SPACE crl-26863 57 3 for for ADP crl-26863 57 4 more more ADJ crl-26863 57 5 on on ADP crl-26863 57 6 demographic demographic ADJ crl-26863 57 7 - - PUNCT crl-26863 57 8 specific specific ADJ crl-26863 57 9 privacy privacy NOUN crl-26863 57 10 concerns concern NOUN crl-26863 57 11 see see VERB crl-26863 57 12 , , PUNCT crl-26863 57 13 for for ADP crl-26863 57 14 example example NOUN crl-26863 57 15 , , PUNCT crl-26863 57 16 mathson mathson PROPN crl-26863 57 17 & & CCONJ crl-26863 57 18 hancks hanck NOUN crl-26863 57 19 , , PUNCT crl-26863 57 20 2007 2007 NUM crl-26863 57 21 . . PUNCT crl-26863 58 1 help help NOUN crl-26863 58 2 or or CCONJ crl-26863 58 3 hazard hazard NOUN crl-26863 58 4 665 665 NUM crl-26863 58 5 starting start VERB crl-26863 58 6 with with ADP crl-26863 58 7 the the DET crl-26863 58 8 switch switch NOUN crl-26863 58 9 to to ADP crl-26863 58 10 our our PRON crl-26863 58 11 new new ADJ crl-26863 58 12 library library NOUN crl-26863 58 13 management management NOUN crl-26863 58 14 system system NOUN crl-26863 58 15 in in ADP crl-26863 58 16 august august PROPN crl-26863 58 17 2021 2021 NUM crl-26863 58 18 , , PUNCT crl-26863 58 19 if if SCONJ crl-26863 58 20 an an DET crl-26863 58 21 individual individual NOUN crl-26863 58 22 had have VERB crl-26863 58 23 a a DET crl-26863 58 24 checkout checkout NOUN crl-26863 58 25 history history NOUN crl-26863 58 26 , , PUNCT crl-26863 58 27 it it PRON crl-26863 58 28 was be AUX crl-26863 58 29 preserved preserve VERB crl-26863 58 30 and and CCONJ crl-26863 58 31 remained remain VERB crl-26863 58 32 active active ADJ crl-26863 58 33 . . PUNCT crl-26863 59 1 however however ADV crl-26863 59 2 , , PUNCT crl-26863 59 3 individuals individual NOUN crl-26863 59 4 without without ADP crl-26863 59 5 items item NOUN crl-26863 59 6 in in ADP crl-26863 59 7 their their PRON crl-26863 59 8 checkout checkout NOUN crl-26863 59 9 history history NOUN crl-26863 59 10 would would AUX crl-26863 59 11 not not PART crl-26863 59 12 have have VERB crl-26863 59 13 future future ADJ crl-26863 59 14 checkouts checkout NOUN crl-26863 59 15 added add VERB crl-26863 59 16 . . PUNCT crl-26863 60 1 next next ADV crl-26863 60 2 , , PUNCT crl-26863 60 3 all all DET crl-26863 60 4 individuals individual NOUN crl-26863 60 5 were be AUX crl-26863 60 6 given give VERB crl-26863 60 7 the the DET crl-26863 60 8 option option NOUN crl-26863 60 9 to to PART crl-26863 60 10 change change VERB crl-26863 60 11 their their PRON crl-26863 60 12 current current ADJ crl-26863 60 13 checkout checkout NOUN crl-26863 60 14 history history NOUN crl-26863 60 15 status status NOUN crl-26863 60 16 , , PUNCT crl-26863 60 17 ( ( PUNCT crl-26863 60 18 i.e. i.e. X crl-26863 60 19 , , PUNCT crl-26863 60 20 to to PART crl-26863 60 21 delete delete VERB crl-26863 60 22 their their PRON crl-26863 60 23 history history NOUN crl-26863 60 24 and and CCONJ crl-26863 60 25 stop stop VERB crl-26863 60 26 future future ADJ crl-26863 60 27 data datum NOUN crl-26863 60 28 collection collection NOUN crl-26863 60 29 if if SCONJ crl-26863 60 30 they they PRON crl-26863 60 31 had have VERB crl-26863 60 32 a a DET crl-26863 60 33 checkout checkout NOUN crl-26863 60 34 history history NOUN crl-26863 60 35 , , PUNCT crl-26863 60 36 or or CCONJ crl-26863 60 37 to to PART crl-26863 60 38 start start VERB crl-26863 60 39 collecting collect VERB crl-26863 60 40 a a DET crl-26863 60 41 checkout checkout NOUN crl-26863 60 42 history history NOUN crl-26863 60 43 if if SCONJ crl-26863 60 44 they they PRON crl-26863 60 45 did do AUX crl-26863 60 46 not not PART crl-26863 60 47 have have VERB crl-26863 60 48 one one NUM crl-26863 60 49 ) ) PUNCT crl-26863 60 50 . . PUNCT crl-26863 61 1 library library NOUN crl-26863 61 2 users user NOUN crl-26863 61 3 could could AUX crl-26863 61 4 also also ADV crl-26863 61 5 download download VERB crl-26863 61 6 a a DET crl-26863 61 7 copy copy NOUN crl-26863 61 8 of of ADP crl-26863 61 9 their their PRON crl-26863 61 10 checkout checkout NOUN crl-26863 61 11 history history NOUN crl-26863 61 12 at at ADP crl-26863 61 13 any any DET crl-26863 61 14 time time NOUN crl-26863 61 15 , , PUNCT crl-26863 61 16 and and CCONJ crl-26863 61 17 were be AUX crl-26863 61 18 invited invite VERB crl-26863 61 19 to to PART crl-26863 61 20 do do VERB crl-26863 61 21 so so ADV crl-26863 61 22 before before ADP crl-26863 61 23 deleting delete VERB crl-26863 61 24 it it PRON crl-26863 61 25 , , PUNCT crl-26863 61 26 if if SCONJ crl-26863 61 27 they they PRON crl-26863 61 28 chose choose VERB crl-26863 61 29 to to PART crl-26863 61 30 opt opt VERB crl-26863 61 31 out.‡ out.‡ NUM crl-26863 61 32 of of ADP crl-26863 61 33 the the DET crl-26863 61 34 2,045 2,045 NUM crl-26863 61 35 individuals individual NOUN crl-26863 61 36 who who PRON crl-26863 61 37 made make VERB crl-26863 61 38 an an DET crl-26863 61 39 explicit explicit ADJ crl-26863 61 40 choice choice NOUN crl-26863 61 41 about about ADP crl-26863 61 42 their their PRON crl-26863 61 43 checkout checkout NOUN crl-26863 61 44 history history NOUN crl-26863 61 45 between between ADP crl-26863 61 46 july july PROPN crl-26863 61 47 2021 2021 NUM crl-26863 61 48 and and CCONJ crl-26863 61 49 november november PROPN crl-26863 61 50 2022 2022 NUM crl-26863 61 51 , , PUNCT crl-26863 61 52 1899 1899 NUM crl-26863 61 53 ( ( PUNCT crl-26863 61 54 92.9 92.9 NUM crl-26863 61 55 % % NOUN crl-26863 61 56 ) ) PUNCT crl-26863 61 57 opted opt VERB crl-26863 61 58 in in ADP crl-26863 61 59 , , PUNCT crl-26863 61 60 while while SCONJ crl-26863 61 61 the the DET crl-26863 61 62 remaining remain VERB crl-26863 61 63 146 146 NUM crl-26863 61 64 ( ( PUNCT crl-26863 61 65 7.1 7.1 NUM crl-26863 61 66 % % NOUN crl-26863 61 67 ) ) PUNCT crl-26863 61 68 opted opt VERB crl-26863 61 69 out out ADP crl-26863 61 70 . . PUNCT crl-26863 62 1 the the DET crl-26863 62 2 overall overall ADJ crl-26863 62 3 breakdown breakdown NOUN crl-26863 62 4 between between ADP crl-26863 62 5 choices choice NOUN crl-26863 62 6 was be AUX crl-26863 62 7 relatively relatively ADV crl-26863 62 8 consistent consistent ADJ crl-26863 62 9 between between ADP crl-26863 62 10 those those PRON crl-26863 62 11 who who PRON crl-26863 62 12 had have VERB crl-26863 62 13 a a DET crl-26863 62 14 checkout checkout NOUN crl-26863 62 15 history history NOUN crl-26863 62 16 before before ADP crl-26863 62 17 making make VERB crl-26863 62 18 the the DET crl-26863 62 19 choice choice NOUN crl-26863 62 20 and and CCONJ crl-26863 62 21 those those PRON crl-26863 62 22 who who PRON crl-26863 62 23 did do VERB crl-26863 62 24 not not PART crl-26863 62 25 : : PUNCT crl-26863 62 26 91.7 91.7 NUM crl-26863 62 27 % % NOUN crl-26863 62 28 of of ADP crl-26863 62 29 those those PRON crl-26863 62 30 with with ADP crl-26863 62 31 a a DET crl-26863 62 32 checkout checkout NOUN crl-26863 62 33 history history NOUN crl-26863 62 34 chose choose VERB crl-26863 62 35 to to PART crl-26863 62 36 keep keep VERB crl-26863 62 37 it it PRON crl-26863 62 38 , , PUNCT crl-26863 62 39 and and CCONJ crl-26863 62 40 93.6 93.6 NUM crl-26863 62 41 % % NOUN crl-26863 62 42 of of ADP crl-26863 62 43 those those PRON crl-26863 62 44 without without ADP crl-26863 62 45 a a DET crl-26863 62 46 checkout checkout NOUN crl-26863 62 47 history history NOUN crl-26863 62 48 chose choose VERB crl-26863 62 49 to to PART crl-26863 62 50 start start VERB crl-26863 62 51 one one NUM crl-26863 62 52 ( ( PUNCT crl-26863 62 53 see see VERB crl-26863 62 54 table table NOUN crl-26863 62 55 1 1 NUM crl-26863 62 56 ) ) PUNCT crl-26863 62 57 . . PUNCT crl-26863 63 1 this this DET crl-26863 63 2 situation situation NOUN crl-26863 63 3 presented present VERB crl-26863 63 4 an an DET crl-26863 63 5 opportunity opportunity NOUN crl-26863 63 6 for for SCONJ crl-26863 63 7 the the DET crl-26863 63 8 quasi quasi ADJ crl-26863 63 9 experiment experiment NOUN crl-26863 63 10 ( ( PUNCT crl-26863 63 11 stevenson stevenson PROPN crl-26863 63 12 , , PUNCT crl-26863 63 13 2020 2020 NUM crl-26863 63 14 ) ) PUNCT crl-26863 63 15 reported report VERB crl-26863 63 16 here here ADV crl-26863 63 17 . . PUNCT crl-26863 64 1 the the DET crl-26863 64 2 present present ADJ crl-26863 64 3 study study NOUN crl-26863 64 4 explored explore VERB crl-26863 64 5 the the DET crl-26863 64 6 benefits benefit NOUN crl-26863 64 7 and and CCONJ crl-26863 64 8 concerns concern NOUN crl-26863 64 9 that that PRON crl-26863 64 10 were be AUX crl-26863 64 11 considered consider VERB crl-26863 64 12 by by ADP crl-26863 64 13 library library NOUN crl-26863 64 14 users user NOUN crl-26863 64 15 who who PRON crl-26863 64 16 opted opt VERB crl-26863 64 17 to to PART crl-26863 64 18 have have VERB crl-26863 64 19 a a DET crl-26863 64 20 checkout checkout NOUN crl-26863 64 21 history history NOUN crl-26863 64 22 and and CCONJ crl-26863 64 23 compared compare VERB crl-26863 64 24 them they PRON crl-26863 64 25 to to ADP crl-26863 64 26 the the DET crl-26863 64 27 considerations consideration NOUN crl-26863 64 28 of of ADP crl-26863 64 29 the the DET crl-26863 64 30 group group NOUN crl-26863 64 31 that that PRON crl-26863 64 32 opted opt VERB crl-26863 64 33 out out ADP crl-26863 64 34 . . PUNCT crl-26863 65 1 we we PRON crl-26863 65 2 also also ADV crl-26863 65 3 tested test VERB crl-26863 65 4 whether whether SCONJ crl-26863 65 5 some some DET crl-26863 65 6 groups group NOUN crl-26863 65 7 of of ADP crl-26863 65 8 library library NOUN crl-26863 65 9 users user NOUN crl-26863 65 10 ( ( PUNCT crl-26863 65 11 e.g. e.g. ADV crl-26863 65 12 , , PUNCT crl-26863 65 13 as as ADP crl-26863 65 14 a a DET crl-26863 65 15 function function NOUN crl-26863 65 16 of of ADP crl-26863 65 17 campus campus NOUN crl-26863 65 18 role role NOUN crl-26863 65 19 , , PUNCT crl-26863 65 20 demographics demographic NOUN crl-26863 65 21 , , PUNCT crl-26863 65 22 etc etc X crl-26863 65 23 . . X crl-26863 65 24 ) ) PUNCT crl-26863 65 25 were be AUX crl-26863 65 26 more more ADV crl-26863 65 27 likely likely ADJ crl-26863 65 28 to to PART crl-26863 65 29 maintain maintain VERB crl-26863 65 30 a a DET crl-26863 65 31 checkout checkout NOUN crl-26863 65 32 history history NOUN crl-26863 65 33 than than ADP crl-26863 65 34 others other NOUN crl-26863 65 35 . . PUNCT crl-26863 66 1 methods method NOUN crl-26863 66 2 participants participant NOUN crl-26863 66 3 invitations invitation NOUN crl-26863 66 4 to to PART crl-26863 66 5 participate participate VERB crl-26863 66 6 in in ADP crl-26863 66 7 the the DET crl-26863 66 8 study study NOUN crl-26863 66 9 were be AUX crl-26863 66 10 sent send VERB crl-26863 66 11 to to ADP crl-26863 66 12 those those PRON crl-26863 66 13 who who PRON crl-26863 66 14 made make VERB crl-26863 66 15 a a DET crl-26863 66 16 choice choice NOUN crl-26863 66 17 about about ADP crl-26863 66 18 their their PRON crl-26863 66 19 checkout checkout NOUN crl-26863 66 20 histories history NOUN crl-26863 66 21 ( ( PUNCT crl-26863 66 22 i.e. i.e. X crl-26863 66 23 , , PUNCT crl-26863 66 24 retain retain VERB crl-26863 66 25 / / SYM crl-26863 66 26 start start VERB crl-26863 66 27 a a DET crl-26863 66 28 checkout checkout NOUN crl-26863 66 29 history history NOUN crl-26863 66 30 versus versus ADP crl-26863 66 31 delete delete NOUN crl-26863 66 32 / / SYM crl-26863 66 33 not not PART crl-26863 66 34 start start VERB crl-26863 66 35 a a DET crl-26863 66 36 checkout checkout NOUN crl-26863 66 37 history history NOUN crl-26863 66 38 ) ) PUNCT crl-26863 66 39 . . PUNCT crl-26863 67 1 the the DET crl-26863 67 2 survey survey NOUN crl-26863 67 3 was be AUX crl-26863 67 4 sent send VERB crl-26863 67 5 in in ADP crl-26863 67 6 five five NUM crl-26863 67 7 waves wave NOUN crl-26863 67 8 ; ; PUNCT crl-26863 67 9 each each DET crl-26863 67 10 wave wave NOUN crl-26863 67 11 was be AUX crl-26863 67 12 timed time VERB crl-26863 67 13 to to PART crl-26863 67 14 be be AUX crl-26863 67 15 within within ADP crl-26863 67 16 three three NUM crl-26863 67 17 months month NOUN crl-26863 67 18 of of ADP crl-26863 67 19 when when SCONJ crl-26863 67 20 members member NOUN crl-26863 67 21 of of ADP crl-26863 67 22 that that DET crl-26863 67 23 wave wave NOUN crl-26863 67 24 had have AUX crl-26863 67 25 made make VERB crl-26863 67 26 a a DET crl-26863 67 27 decision decision NOUN crl-26863 67 28 about about ADP crl-26863 67 29 their their PRON crl-26863 67 30 checkout checkout NOUN crl-26863 67 31 histories history NOUN crl-26863 67 32 . . PUNCT crl-26863 68 1 the the DET crl-26863 68 2 goal goal NOUN crl-26863 68 3 was be AUX crl-26863 68 4 to to PART crl-26863 68 5 ask ask VERB crl-26863 68 6 about about ADP crl-26863 68 7 a a DET crl-26863 68 8 decision decision NOUN crl-26863 68 9 that that PRON crl-26863 68 10 was be AUX crl-26863 68 11 in in ADP crl-26863 68 12 respondents respondent NOUN crl-26863 68 13 ’ ' PUNCT crl-26863 68 14 recent recent ADJ crl-26863 68 15 memory memory NOUN crl-26863 68 16 ; ; PUNCT crl-26863 68 17 a a DET crl-26863 68 18 survey survey NOUN crl-26863 68 19 question question NOUN crl-26863 68 20 to to PART crl-26863 68 21 check check VERB crl-26863 68 22 on on ADP crl-26863 68 23 respondent respondent NOUN crl-26863 68 24 memory memory NOUN crl-26863 68 25 indicated indicate VERB crl-26863 68 26 that that SCONJ crl-26863 68 27 only only ADV crl-26863 68 28 three three NUM crl-26863 68 29 people people NOUN crl-26863 68 30 who who PRON crl-26863 68 31 started start VERB crl-26863 68 32 a a DET crl-26863 68 33 survey survey NOUN crl-26863 68 34 did do AUX crl-26863 68 35 not not PART crl-26863 68 36 remember remember VERB crl-26863 68 37 the the DET crl-26863 68 38 choice choice NOUN crl-26863 68 39 they they PRON crl-26863 68 40 had have AUX crl-26863 68 41 made make VERB crl-26863 68 42 about about ADP crl-26863 68 43 their their PRON crl-26863 68 44 checkout checkout NOUN crl-26863 68 45 history history NOUN crl-26863 68 46 ( ( PUNCT crl-26863 68 47 this this PRON crl-26863 68 48 was be AUX crl-26863 68 49 < < X crl-26863 68 50 1 1 NUM crl-26863 68 51 % % NOUN crl-26863 68 52 of of ADP crl-26863 68 53 all all DET crl-26863 68 54 opened open VERB crl-26863 68 55 surveys survey NOUN crl-26863 68 56 ) ) PUNCT crl-26863 68 57 . . PUNCT crl-26863 69 1 ‡ ‡ X crl-26863 69 2     SPACE crl-26863 69 3 the the DET crl-26863 69 4 service service NOUN crl-26863 69 5 checkout checkout NOUN crl-26863 69 6 history history NOUN crl-26863 69 7 described describe VERB crl-26863 69 8 in in ADP crl-26863 69 9 this this DET crl-26863 69 10 article article NOUN crl-26863 69 11 is be AUX crl-26863 69 12 user user NOUN crl-26863 69 13 - - PUNCT crl-26863 69 14 focused focus VERB crl-26863 69 15 and and CCONJ crl-26863 69 16 data datum NOUN crl-26863 69 17 collected collect VERB crl-26863 69 18 are be AUX crl-26863 69 19 explicitly explicitly ADV crl-26863 69 20 for for ADP crl-26863 69 21 the the DET crl-26863 69 22 individual individual NOUN crl-26863 69 23 ’s ’s PART crl-26863 69 24 benefit benefit NOUN crl-26863 69 25 , , PUNCT crl-26863 69 26 the the DET crl-26863 69 27 principles principle NOUN crl-26863 69 28 of of ADP crl-26863 69 29 informed informed ADJ crl-26863 69 30 data datum NOUN crl-26863 69 31 collection collection NOUN crl-26863 69 32 and and CCONJ crl-26863 69 33 permission permission NOUN crl-26863 69 34 apply apply VERB crl-26863 69 35 . . PUNCT crl-26863 70 1 the the DET crl-26863 70 2 university university NOUN crl-26863 70 3 library library NOUN crl-26863 70 4 ’s ’s PART crl-26863 70 5 privacy privacy NOUN crl-26863 70 6 statement statement NOUN crl-26863 70 7 ( ( PUNCT crl-26863 70 8 https://www.lib.umich.edu/about-us/policies/library-privacy-statement https://www.lib.umich.edu/about-us/policies/library-privacy-statement NOUN crl-26863 70 9 ) ) PUNCT crl-26863 70 10 describes describe VERB crl-26863 70 11 how how SCONJ crl-26863 70 12 the the DET crl-26863 70 13 library library NOUN crl-26863 70 14 may may AUX crl-26863 70 15 use use VERB crl-26863 70 16 data datum NOUN crl-26863 70 17 , , PUNCT crl-26863 70 18 with with ADP crl-26863 70 19 more more ADJ crl-26863 70 20 detail detail NOUN crl-26863 70 21 on on ADP crl-26863 70 22 data datum NOUN crl-26863 70 23 collection collection NOUN crl-26863 70 24 and and CCONJ crl-26863 70 25 use use NOUN crl-26863 70 26 maintained maintain VERB crl-26863 70 27 by by ADP crl-26863 70 28 the the DET crl-26863 70 29 central central ADJ crl-26863 70 30 information information NOUN crl-26863 70 31 technology technology NOUN crl-26863 70 32 organization organization NOUN crl-26863 70 33 , , PUNCT crl-26863 70 34 dubbed dub VERB crl-26863 70 35 viziblue viziblue NOUN crl-26863 70 36 , , PUNCT crl-26863 70 37 outlines outline VERB crl-26863 70 38 data datum NOUN crl-26863 70 39 policies policy NOUN crl-26863 70 40 and and CCONJ crl-26863 70 41 uses use VERB crl-26863 70 42 across across ADP crl-26863 70 43 campus campus NOUN crl-26863 70 44 ( ( PUNCT crl-26863 70 45 https://safecomputing.umich.edu/viziblue/library-data https://safecomputing.umich.edu/viziblue/library-data NOUN crl-26863 70 46 ) ) PUNCT crl-26863 70 47 . . PUNCT crl-26863 71 1 table table NOUN crl-26863 71 2 1 1 NUM crl-26863 71 3 frequencies frequency NOUN crl-26863 71 4 and and CCONJ crl-26863 71 5 percentages percentage NOUN crl-26863 71 6 of of ADP crl-26863 71 7 users user NOUN crl-26863 71 8 opting opt VERB crl-26863 71 9 in in ADP crl-26863 71 10 or or CCONJ crl-26863 71 11 opting opt VERB crl-26863 71 12 out out ADP crl-26863 71 13 of of ADP crl-26863 71 14 checkout checkout NOUN crl-26863 71 15 history history NOUN crl-26863 71 16 between between ADP crl-26863 71 17 july july PROPN crl-26863 71 18 2021 2021 NUM crl-26863 71 19 and and CCONJ crl-26863 71 20 november november PROPN crl-26863 71 21 2022 2022 NUM crl-26863 71 22 decision decision NOUN crl-26863 71 23 had have AUX crl-26863 71 24 checkout checkout NOUN crl-26863 71 25 history history NOUN crl-26863 71 26 did do AUX crl-26863 71 27 not not PART crl-26863 71 28 have have VERB crl-26863 71 29 history history NOUN crl-26863 71 30 overall overall ADV crl-26863 71 31 opted opt VERB crl-26863 71 32 in in ADP crl-26863 71 33 738 738 NUM crl-26863 71 34 91.68 91.68 NUM crl-26863 71 35 % % NOUN crl-26863 71 36 1,161 1,161 NUM crl-26863 71 37 93.63 93.63 NUM crl-26863 71 38 % % NOUN crl-26863 71 39 1,899 1,899 NUM crl-26863 71 40 92.86 92.86 NUM crl-26863 71 41 % % NOUN crl-26863 71 42 opted opt VERB crl-26863 71 43 out out ADP crl-26863 71 44 67 67 NUM crl-26863 71 45 8.32 8.32 NUM crl-26863 71 46 % % NOUN crl-26863 71 47 79 79 NUM crl-26863 71 48 6.37 6.37 NUM crl-26863 71 49 % % NOUN crl-26863 71 50 146 146 NUM crl-26863 71 51 7.14 7.14 NUM crl-26863 71 52 % % NOUN crl-26863 71 53 totals total NOUN crl-26863 71 54 805 805 NUM crl-26863 71 55 100.00 100.00 NUM crl-26863 71 56 % % NOUN crl-26863 71 57 1,240 1,240 NUM crl-26863 71 58 100.00 100.00 NUM crl-26863 71 59 % % NOUN crl-26863 71 60 2,045 2,045 NUM crl-26863 71 61 100.00 100.00 NUM crl-26863 71 62 % % NOUN crl-26863 72 1 https://www.lib.umich.edu/about-us/policies/library-privacy-statement https://www.lib.umich.edu/about-us/policies/library-privacy-statement PROPN crl-26863 72 2 https://safecomputing.umich.edu/viziblue/library-data https://safecomputing.umich.edu/viziblue/library-data NOUN crl-26863 72 3 666 666 NUM crl-26863 72 4 college college PROPN crl-26863 72 5 & & CCONJ crl-26863 72 6 research research PROPN crl-26863 72 7 libraries library NOUN crl-26863 72 8 july july PROPN crl-26863 72 9 2025 2025 NUM crl-26863 72 10 table table NOUN crl-26863 72 11 2 2 NUM crl-26863 72 12 presents present NOUN crl-26863 72 13 information information NOUN crl-26863 72 14 about about ADP crl-26863 72 15 the the DET crl-26863 72 16 number number NOUN crl-26863 72 17 of of ADP crl-26863 72 18 library library NOUN crl-26863 72 19 users user NOUN crl-26863 72 20 who who PRON crl-26863 72 21 were be AUX crl-26863 72 22 invited invite VERB crl-26863 72 23 to to ADP crl-26863 72 24 the the DET crl-26863 72 25 study study NOUN crl-26863 72 26 , , PUNCT crl-26863 72 27 the the DET crl-26863 72 28 number number NOUN crl-26863 72 29 of of ADP crl-26863 72 30 people people NOUN crl-26863 72 31 who who PRON crl-26863 72 32 started start VERB crl-26863 72 33 a a DET crl-26863 72 34 survey survey NOUN crl-26863 72 35 and and CCONJ crl-26863 72 36 submitted submit VERB crl-26863 72 37 a a DET crl-26863 72 38 survey survey NOUN crl-26863 72 39 , , PUNCT crl-26863 72 40 and and CCONJ crl-26863 72 41 the the DET crl-26863 72 42 number number NOUN crl-26863 72 43 of of ADP crl-26863 72 44 individuals individual NOUN crl-26863 72 45 whose whose DET crl-26863 72 46 survey survey NOUN crl-26863 72 47 responses response NOUN crl-26863 72 48 were be AUX crl-26863 72 49 included include VERB crl-26863 72 50 in in ADP crl-26863 72 51 the the DET crl-26863 72 52 data datum NOUN crl-26863 72 53 we we PRON crl-26863 72 54 present present VERB crl-26863 72 55 in in ADP crl-26863 72 56 this this DET crl-26863 72 57 paper paper NOUN crl-26863 72 58 . . PUNCT crl-26863 73 1 note note VERB crl-26863 73 2 that that DET crl-26863 73 3 table table NOUN crl-26863 73 4 2 2 NUM crl-26863 73 5 refers refer VERB crl-26863 73 6 to to ADP crl-26863 73 7 two two NUM crl-26863 73 8 variants variant NOUN crl-26863 73 9 of of ADP crl-26863 73 10 the the DET crl-26863 73 11 survey survey NOUN crl-26863 73 12 ; ; PUNCT crl-26863 73 13 the the DET crl-26863 73 14 only only ADJ crl-26863 73 15 difference difference NOUN crl-26863 73 16 was be AUX crl-26863 73 17 that that SCONJ crl-26863 73 18 , , PUNCT crl-26863 73 19 in in ADP crl-26863 73 20 variant variant NOUN crl-26863 73 21 2 2 NUM crl-26863 73 22 , , PUNCT crl-26863 73 23 we we PRON crl-26863 73 24 asked ask VERB crl-26863 73 25 an an DET crl-26863 73 26 additional additional ADJ crl-26863 73 27 question question NOUN crl-26863 73 28 about about ADP crl-26863 73 29 whether whether SCONJ crl-26863 73 30 respondents respondent NOUN crl-26863 73 31 had have AUX crl-26863 73 32 vacillated vacillate VERB crl-26863 73 33 in in ADP crl-26863 73 34 their their PRON crl-26863 73 35 checkout checkout NOUN crl-26863 73 36 history history NOUN crl-26863 73 37 decision decision NOUN crl-26863 73 38 . . PUNCT crl-26863 74 1 of of ADP crl-26863 74 2 the the DET crl-26863 74 3 588 588 NUM crl-26863 74 4 participants participant NOUN crl-26863 74 5 in in ADP crl-26863 74 6 our our PRON crl-26863 74 7 final final ADJ crl-26863 74 8 sample sample NOUN crl-26863 74 9 , , PUNCT crl-26863 74 10 536 536 NUM crl-26863 74 11 had have AUX crl-26863 74 12 elected elect VERB crl-26863 74 13 to to PART crl-26863 74 14 start start VERB crl-26863 74 15 or or CCONJ crl-26863 74 16 maintain maintain VERB crl-26863 74 17 a a DET crl-26863 74 18 checkout checkout NOUN crl-26863 74 19 history history NOUN crl-26863 74 20 ( ( PUNCT crl-26863 74 21 91.2 91.2 NUM crl-26863 74 22 % % NOUN crl-26863 74 23 ) ) PUNCT crl-26863 74 24 , , PUNCT crl-26863 74 25 while while SCONJ crl-26863 74 26 52 52 NUM crl-26863 74 27 did do AUX crl-26863 74 28 not not PART crl-26863 74 29 want want VERB crl-26863 74 30 to to PART crl-26863 74 31 start start VERB crl-26863 74 32 or or CCONJ crl-26863 74 33 retain retain VERB crl-26863 74 34 such such DET crl-26863 74 35 a a DET crl-26863 74 36 history history NOUN crl-26863 74 37 ( ( PUNCT crl-26863 74 38 8.8 8.8 NUM crl-26863 74 39 % % NOUN crl-26863 74 40 ) ) PUNCT crl-26863 74 41 . . PUNCT crl-26863 75 1 these these DET crl-26863 75 2 sample sample NOUN crl-26863 75 3 - - PUNCT crl-26863 75 4 level level NOUN crl-26863 75 5 percentages percentage NOUN crl-26863 75 6 are be AUX crl-26863 75 7 similar similar ADJ crl-26863 75 8 to to ADP crl-26863 75 9 those those PRON crl-26863 75 10 in in ADP crl-26863 75 11 the the DET crl-26863 75 12 population population NOUN crl-26863 75 13 of of ADP crl-26863 75 14 those those PRON crl-26863 75 15 who who PRON crl-26863 75 16 were be AUX crl-26863 75 17 invited invite VERB crl-26863 75 18 to to PART crl-26863 75 19 participate participate VERB crl-26863 75 20 : : PUNCT crl-26863 75 21 92.5 92.5 NUM crl-26863 75 22 % % NOUN crl-26863 75 23 wanted want VERB crl-26863 75 24 a a DET crl-26863 75 25 checkout checkout NOUN crl-26863 75 26 history history NOUN crl-26863 75 27 , , PUNCT crl-26863 75 28 7.5 7.5 NUM crl-26863 75 29 % % NOUN crl-26863 75 30 did do VERB crl-26863 75 31 not not PART crl-26863 75 32 , , PUNCT crl-26863 75 33 respectively respectively ADV crl-26863 75 34 . . PUNCT crl-26863 76 1 thus thus ADV crl-26863 76 2 , , PUNCT crl-26863 76 3 regarding regard VERB crl-26863 76 4 this this DET crl-26863 76 5 important important ADJ crl-26863 76 6 variable variable NOUN crl-26863 76 7 , , PUNCT crl-26863 76 8 our our PRON crl-26863 76 9 group group NOUN crl-26863 76 10 of of ADP crl-26863 76 11 study study NOUN crl-26863 76 12 participants participant NOUN crl-26863 76 13 was be AUX crl-26863 76 14 not not PART crl-26863 76 15 different different ADJ crl-26863 76 16 from from ADP crl-26863 76 17 the the DET crl-26863 76 18 larger large ADJ crl-26863 76 19 group group NOUN crl-26863 76 20 of of ADP crl-26863 76 21 people people NOUN crl-26863 76 22 who who PRON crl-26863 76 23 made make VERB crl-26863 76 24 choices choice NOUN crl-26863 76 25 about about ADP crl-26863 76 26 their their PRON crl-26863 76 27 histories history NOUN crl-26863 76 28 . . PUNCT crl-26863 77 1 information information NOUN crl-26863 77 2 about about ADP crl-26863 77 3 participants participant NOUN crl-26863 77 4 ’ ' PUNCT crl-26863 77 5 primary primary ADJ crl-26863 77 6 campus campus NOUN crl-26863 77 7 role role NOUN crl-26863 77 8 was be AUX crl-26863 77 9 obtained obtain VERB crl-26863 77 10 via via ADP crl-26863 77 11 the the DET crl-26863 77 12 survey survey NOUN crl-26863 77 13 , , PUNCT crl-26863 77 14 as as SCONJ crl-26863 77 15 were be AUX crl-26863 77 16 data datum NOUN crl-26863 77 17 regarding regard VERB crl-26863 77 18 whether whether SCONJ crl-26863 77 19 respondents respondent NOUN crl-26863 77 20 self self NOUN crl-26863 77 21 - - PUNCT crl-26863 77 22 identified identify VERB crl-26863 77 23 as as ADP crl-26863 77 24 a a DET crl-26863 77 25 member member NOUN crl-26863 77 26 of of ADP crl-26863 77 27 one one NUM crl-26863 77 28 or or CCONJ crl-26863 77 29 more more ADJ crl-26863 77 30 groups group NOUN crl-26863 77 31 that that PRON crl-26863 77 32 have have AUX crl-26863 77 33 been be AUX crl-26863 77 34 traditionally traditionally ADV crl-26863 77 35 underrepresented underrepresented ADJ crl-26863 77 36 and/or and/or CCONJ crl-26863 77 37 marginalized marginalize VERB crl-26863 77 38 on on ADP crl-26863 77 39 university university NOUN crl-26863 77 40 campuses campus NOUN crl-26863 77 41 . . PUNCT crl-26863 78 1 further far ADV crl-26863 78 2 , , PUNCT crl-26863 78 3 information information NOUN crl-26863 78 4 about about ADP crl-26863 78 5 many many ADJ crl-26863 78 6 respondents respondent NOUN crl-26863 78 7 ’ ’ PART crl-26863 78 8 ethnicity ethnicity NOUN crl-26863 78 9 and and CCONJ crl-26863 78 10 sex sex NOUN crl-26863 78 11 was be AUX crl-26863 78 12 available available ADJ crl-26863 78 13 via via ADP crl-26863 78 14 the the DET crl-26863 78 15 campus campus NOUN crl-26863 78 16 data datum NOUN crl-26863 78 17 warehouse warehouse NOUN crl-26863 78 18 . . PUNCT crl-26863 79 1 these these DET crl-26863 79 2 data datum NOUN crl-26863 79 3 are be AUX crl-26863 79 4 quite quite ADV crl-26863 79 5 flawed flawed ADJ crl-26863 79 6 due due ADP crl-26863 79 7 to to ADP crl-26863 79 8 the the DET crl-26863 79 9 omission omission NOUN crl-26863 79 10 of of ADP crl-26863 79 11 gender gender NOUN crl-26863 79 12 identities identity NOUN crl-26863 79 13 outside outside ADP crl-26863 79 14 of of ADP crl-26863 79 15 the the DET crl-26863 79 16 cis cis NOUN crl-26863 79 17 - - PUNCT crl-26863 79 18 male male ADJ crl-26863 79 19 / / SYM crl-26863 79 20 cis cis NOUN crl-26863 79 21 - - PUNCT crl-26863 79 22 female female ADJ crl-26863 79 23 binary binary NOUN crl-26863 79 24 , , PUNCT crl-26863 79 25 and and CCONJ crl-26863 79 26 due due ADP crl-26863 79 27 to to ADP crl-26863 79 28 the the DET crl-26863 79 29 non non ADJ crl-26863 79 30 - - ADJ crl-26863 79 31 nuanced nuanced ADJ crl-26863 79 32 manner manner NOUN crl-26863 79 33 by by ADP crl-26863 79 34 which which DET crl-26863 79 35 race race NOUN crl-26863 79 36 and and CCONJ crl-26863 79 37 table table NOUN crl-26863 79 38 2 2 NUM crl-26863 79 39 counts count NOUN crl-26863 79 40 of of ADP crl-26863 79 41 survey survey NOUN crl-26863 79 42 invitees invitee NOUN crl-26863 79 43 and and CCONJ crl-26863 79 44 participants participant NOUN crl-26863 79 45 survey survey VERB crl-26863 79 46 variant variant ADJ crl-26863 79 47 survey survey NOUN crl-26863 79 48 wave wave NOUN crl-26863 79 49 # # NOUN crl-26863 79 50 of of ADP crl-26863 79 51 people people NOUN crl-26863 79 52 invited invite VERB crl-26863 79 53 # # NOUN crl-26863 79 54 of of ADP crl-26863 79 55 surveys survey NOUN crl-26863 79 56 submitted submit VERB crl-26863 79 57 # # NOUN crl-26863 79 58 valid valid ADJ crl-26863 79 59 surveys survey NOUN crl-26863 79 60 ( ( PUNCT crl-26863 79 61 response response NOUN crl-26863 79 62 rate rate NOUN crl-26863 79 63 ) ) PUNCT crl-26863 79 64 1 1 NUM crl-26863 80 1 1 1 NUM crl-26863 80 2 244 244 NUM crl-26863 80 3 96 96 NUM crl-26863 80 4 93 93 NUM crl-26863 80 5 ( ( PUNCT crl-26863 80 6 38 38 NUM crl-26863 80 7 % % NOUN crl-26863 80 8 ) ) PUNCT crl-26863 80 9 1 1 NUM crl-26863 80 10 2 2 NUM crl-26863 80 11 431 431 NUM crl-26863 80 12 158 158 NUM crl-26863 80 13 155 155 NUM crl-26863 80 14 ( ( PUNCT crl-26863 80 15 36 36 NUM crl-26863 80 16 % % NOUN crl-26863 80 17 ) ) PUNCT crl-26863 80 18 2 2 NUM crl-26863 80 19 3 3 NUM crl-26863 80 20 702 702 NUM crl-26863 80 21 186 186 NUM crl-26863 80 22 182 182 NUM crl-26863 80 23 ( ( PUNCT crl-26863 80 24 26 26 NUM crl-26863 80 25 % % NOUN crl-26863 80 26 ) ) PUNCT crl-26863 80 27 2 2 NUM crl-26863 80 28 4 4 NUM crl-26863 80 29 226 226 NUM crl-26863 80 30 65 65 NUM crl-26863 80 31 61 61 NUM crl-26863 80 32 ( ( PUNCT crl-26863 80 33 29 29 NUM crl-26863 80 34 % % NOUN crl-26863 80 35 ) ) PUNCT crl-26863 80 36 2 2 NUM crl-26863 80 37 5 5 NUM crl-26863 80 38 420 420 NUM crl-26863 80 39 106 106 NUM crl-26863 80 40 97 97 NUM crl-26863 80 41 ( ( PUNCT crl-26863 80 42 23 23 NUM crl-26863 80 43 % % NOUN crl-26863 80 44 ) ) PUNCT crl-26863 81 1 * * PUNCT crl-26863 81 2 * * PUNCT crl-26863 81 3 totals total NOUN crl-26863 81 4 * * PUNCT crl-26863 81 5 * * NOUN crl-26863 81 6 2,023 2,023 NUM crl-26863 81 7 611 611 NUM crl-26863 81 8 588 588 NUM crl-26863 81 9 ( ( PUNCT crl-26863 81 10 29 29 NUM crl-26863 81 11 % % NOUN crl-26863 81 12 ) ) PUNCT crl-26863 81 13 note note NOUN crl-26863 81 14 : : PUNCT crl-26863 81 15 in in ADP crl-26863 81 16 three three NUM crl-26863 81 17 submitted submit VERB crl-26863 81 18 surveys survey NOUN crl-26863 81 19 , , PUNCT crl-26863 81 20 respondents respondent NOUN crl-26863 81 21 had have VERB crl-26863 81 22 no no DET crl-26863 81 23 memory memory NOUN crl-26863 81 24 of of ADP crl-26863 81 25 making make VERB crl-26863 81 26 a a DET crl-26863 81 27 choice choice NOUN crl-26863 81 28 about about ADP crl-26863 81 29 checkout checkout NOUN crl-26863 81 30 history history NOUN crl-26863 81 31 and and CCONJ crl-26863 81 32 were be AUX crl-26863 81 33 thus thus ADV crl-26863 81 34 not not PART crl-26863 81 35 included include VERB crl-26863 81 36 in in ADP crl-26863 81 37 the the DET crl-26863 81 38 count count NOUN crl-26863 81 39 of of ADP crl-26863 81 40 valid valid ADJ crl-26863 81 41 surveys survey NOUN crl-26863 81 42 in in ADP crl-26863 81 43 the the DET crl-26863 81 44 rightmost rightmost ADJ crl-26863 81 45 column column NOUN crl-26863 81 46 above above ADV crl-26863 81 47 . . PUNCT crl-26863 82 1 the the DET crl-26863 82 2 remaining remain VERB crl-26863 82 3 non non ADJ crl-26863 82 4 - - ADJ crl-26863 82 5 valid valid ADJ crl-26863 82 6 surveys survey NOUN crl-26863 82 7 were be AUX crl-26863 82 8 characterized characterize VERB crl-26863 82 9 by by ADP crl-26863 82 10 large large ADJ crl-26863 82 11 numbers number NOUN crl-26863 82 12 of of ADP crl-26863 82 13 skipped skip VERB crl-26863 82 14 questions question NOUN crl-26863 82 15 . . PUNCT crl-26863 83 1 table table NOUN crl-26863 83 2 3 3 NUM crl-26863 83 3 frequencies frequency NOUN crl-26863 83 4 : : PUNCT crl-26863 83 5 participant participant ADJ crl-26863 83 6 campus campus NOUN crl-26863 83 7 role role NOUN crl-26863 83 8 and and CCONJ crl-26863 83 9 demographic demographic ADJ crl-26863 83 10 information information NOUN crl-26863 83 11 primary primary ADJ crl-26863 83 12 campus campus NOUN crl-26863 83 13 role role NOUN crl-26863 83 14 ( ( PUNCT crl-26863 83 15 self self NOUN crl-26863 83 16 - - PUNCT crl-26863 83 17 report report NOUN crl-26863 83 18 ) ) PUNCT crl-26863 83 19 n n PRON crl-26863 83 20 member member NOUN crl-26863 83 21 of of ADP crl-26863 83 22 marginalized marginalize VERB crl-26863 83 23 group group NOUN crl-26863 83 24 ( ( PUNCT crl-26863 83 25 self self NOUN crl-26863 83 26 - - PUNCT crl-26863 83 27 report report NOUN crl-26863 83 28 ) ) PUNCT crl-26863 83 29 n n PRON crl-26863 83 30 person person NOUN crl-26863 83 31 of of ADP crl-26863 83 32 color color NOUN crl-26863 83 33 ( ( PUNCT crl-26863 83 34 univ univ PROPN crl-26863 83 35 . . PUNCT crl-26863 83 36 data data PROPN crl-26863 83 37 ) ) PUNCT crl-26863 83 38 n n CCONJ crl-26863 83 39 participant participant ADJ crl-26863 83 40 sex sex NOUN crl-26863 83 41 ( ( PUNCT crl-26863 83 42 univ univ PROPN crl-26863 83 43 . . PUNCT crl-26863 83 44 data data PROPN crl-26863 83 45 ) ) PUNCT crl-26863 83 46 n n PRON crl-26863 83 47 student student NOUN crl-26863 83 48 210 210 NUM crl-26863 84 1 yes yes INTJ crl-26863 84 2 192 192 NUM crl-26863 84 3 yes yes NUM crl-26863 84 4 136 136 NUM crl-26863 84 5 female female ADJ crl-26863 84 6 297 297 NUM crl-26863 84 7 faculty faculty NOUN crl-26863 84 8 117 117 NUM crl-26863 84 9 no no DET crl-26863 84 10 229 229 NUM crl-26863 85 1 no no DET crl-26863 85 2 345 345 NUM crl-26863 85 3 male male NOUN crl-26863 85 4 234 234 NUM crl-26863 85 5 lacs lac NOUN crl-26863 85 6 46 46 NUM crl-26863 85 7 unknown unknown ADJ crl-26863 85 8 167 167 NUM crl-26863 85 9 unknown unknown ADJ crl-26863 85 10 107 107 NUM crl-26863 85 11 unknown unknown ADJ crl-26863 85 12 57 57 NUM crl-26863 85 13 staff staff NOUN crl-26863 85 14 127 127 NUM crl-26863 85 15 unknown unknown ADJ crl-26863 85 16 88 88 NUM crl-26863 85 17 note note NOUN crl-26863 85 18 : : PUNCT crl-26863 85 19 lacs lac NOUN crl-26863 85 20 are be AUX crl-26863 85 21 librarians librarian NOUN crl-26863 85 22 , , PUNCT crl-26863 85 23 archivists archivist NOUN crl-26863 85 24 , , PUNCT crl-26863 85 25 and and CCONJ crl-26863 85 26 curators curator NOUN crl-26863 85 27 . . PUNCT crl-26863 86 1 unknown unknown ADJ crl-26863 86 2 values value NOUN crl-26863 86 3 are be AUX crl-26863 86 4 a a DET crl-26863 86 5 result result NOUN crl-26863 86 6 of of ADP crl-26863 86 7 skipped skip VERB crl-26863 86 8 survey survey NOUN crl-26863 86 9 questions question NOUN crl-26863 86 10 and/or and/or CCONJ crl-26863 86 11 missing miss VERB crl-26863 86 12 university university NOUN crl-26863 86 13 - - PUNCT crl-26863 86 14 held hold VERB crl-26863 86 15 data datum NOUN crl-26863 86 16 . . PUNCT crl-26863 87 1 participant participant ADJ crl-26863 87 2 sex sex NOUN crl-26863 87 3 is be AUX crl-26863 87 4 recorded record VERB crl-26863 87 5 as as ADP crl-26863 87 6 binary binary NOUN crl-26863 87 7 in in ADP crl-26863 87 8 the the DET crl-26863 87 9 university university NOUN crl-26863 87 10 ’s ’s PART crl-26863 87 11 data datum NOUN crl-26863 87 12 warehouse warehouse NOUN crl-26863 87 13 ; ; PUNCT crl-26863 87 14 more more ADJ crl-26863 87 15 inclusive inclusive ADJ crl-26863 87 16 data datum NOUN crl-26863 87 17 on on ADP crl-26863 87 18 gender gender NOUN crl-26863 87 19 identity identity NOUN crl-26863 87 20 was be AUX crl-26863 87 21 not not PART crl-26863 87 22 available available ADJ crl-26863 87 23 . . PUNCT crl-26863 88 1 help help NOUN crl-26863 88 2 or or CCONJ crl-26863 88 3 hazard hazard NOUN crl-26863 88 4 667 667 NUM crl-26863 88 5 ethnicity ethnicity NOUN crl-26863 88 6 data datum NOUN crl-26863 88 7 are be AUX crl-26863 88 8 collected collect VERB crl-26863 88 9 . . PUNCT crl-26863 89 1 nonetheless nonetheless ADV crl-26863 89 2 , , PUNCT crl-26863 89 3 table table NOUN crl-26863 89 4 3 3 NUM crl-26863 89 5 , , PUNCT crl-26863 89 6 offers offer VERB crl-26863 89 7 a a DET crl-26863 89 8 useful useful ADJ crl-26863 89 9 snapshot snapshot NOUN crl-26863 89 10 of of ADP crl-26863 89 11 the the DET crl-26863 89 12 identities identity NOUN crl-26863 89 13 of of ADP crl-26863 89 14 our our PRON crl-26863 89 15 participants participant NOUN crl-26863 89 16 ; ; PUNCT crl-26863 89 17 these these DET crl-26863 89 18 data datum NOUN crl-26863 89 19 were be AUX crl-26863 89 20 used use VERB crl-26863 89 21 in in ADP crl-26863 89 22 some some PRON crl-26863 89 23 of of ADP crl-26863 89 24 the the DET crl-26863 89 25 analyses analysis NOUN crl-26863 89 26 we we PRON crl-26863 89 27 report report VERB crl-26863 89 28 below below ADV crl-26863 89 29 . . PUNCT crl-26863 90 1 survey survey NOUN crl-26863 90 2 instrument instrument NOUN crl-26863 90 3 and and CCONJ crl-26863 90 4 administration administration NOUN crl-26863 90 5 we we PRON crl-26863 90 6 chose choose VERB crl-26863 90 7 to to PART crl-26863 90 8 collect collect VERB crl-26863 90 9 data datum NOUN crl-26863 90 10 via via ADP crl-26863 90 11 a a DET crl-26863 90 12 survey survey NOUN crl-26863 90 13 because because SCONJ crl-26863 90 14 it it PRON crl-26863 90 15 allowed allow VERB crl-26863 90 16 us we PRON crl-26863 90 17 to to PART crl-26863 90 18 invite invite VERB crl-26863 90 19 all all DET crl-26863 90 20 possible possible ADJ crl-26863 90 21 participants participant NOUN crl-26863 90 22 into into ADP crl-26863 90 23 the the DET crl-26863 90 24 study study NOUN crl-26863 90 25 , , PUNCT crl-26863 90 26 and and CCONJ crl-26863 90 27 because because SCONJ crl-26863 90 28 we we PRON crl-26863 90 29 had have VERB crl-26863 90 30 only only ADV crl-26863 90 31 a a DET crl-26863 90 32 small small ADJ crl-26863 90 33 number number NOUN crl-26863 90 34 of of ADP crl-26863 90 35 open open ADJ crl-26863 90 36 - - PUNCT crl-26863 90 37 ended end VERB crl-26863 90 38 questions question NOUN crl-26863 90 39 . . PUNCT crl-26863 91 1 the the DET crl-26863 91 2 survey survey NOUN crl-26863 91 3 was be AUX crl-26863 91 4 developed develop VERB crl-26863 91 5 by by ADP crl-26863 91 6 the the DET crl-26863 91 7 authors author NOUN crl-26863 91 8 and and CCONJ crl-26863 91 9 was be AUX crl-26863 91 10 then then ADV crl-26863 91 11 vetted vet VERB crl-26863 91 12 by by ADP crl-26863 91 13 library library ADJ crl-26863 91 14 colleagues colleague NOUN crl-26863 91 15 and and CCONJ crl-26863 91 16 pilot pilot NOUN crl-26863 91 17 - - PUNCT crl-26863 91 18 tested test VERB crl-26863 91 19 by by ADP crl-26863 91 20 a a DET crl-26863 91 21 small small ADJ crl-26863 91 22 number number NOUN crl-26863 91 23 of of ADP crl-26863 91 24 library library ADJ crl-26863 91 25 users user NOUN crl-26863 91 26 . . PUNCT crl-26863 92 1 once once ADV crl-26863 92 2 finalized finalize VERB crl-26863 92 3 , , PUNCT crl-26863 92 4 the the DET crl-26863 92 5 survey survey NOUN crl-26863 92 6 questions question NOUN crl-26863 92 7 were be AUX crl-26863 92 8 delivered deliver VERB crl-26863 92 9 to to ADP crl-26863 92 10 participants participant NOUN crl-26863 92 11 via via ADP crl-26863 92 12 qualtrics qualtric NOUN crl-26863 92 13 online online PROPN crl-26863 92 14 survey survey NOUN crl-26863 92 15 software software NOUN crl-26863 92 16 . . PUNCT crl-26863 93 1 the the DET crl-26863 93 2 survey survey NOUN crl-26863 93 3 questions question NOUN crl-26863 93 4 are be AUX crl-26863 93 5 presented present VERB crl-26863 93 6 in in ADP crl-26863 93 7 appendix appendix ADJ crl-26863 93 8 a. a. NOUN crl-26863 93 9 the the DET crl-26863 93 10 first first ADJ crl-26863 93 11 part part NOUN crl-26863 93 12 of of ADP crl-26863 93 13 the the DET crl-26863 93 14 survey survey NOUN crl-26863 93 15 asked ask VERB crl-26863 93 16 about about ADP crl-26863 93 17 participants participant NOUN crl-26863 93 18 ’ ' PUNCT crl-26863 93 19 campus campus NOUN crl-26863 93 20 roles role NOUN crl-26863 93 21 and and CCONJ crl-26863 93 22 checked check VERB crl-26863 93 23 on on ADP crl-26863 93 24 participants participant NOUN crl-26863 93 25 ’ ' PUNCT crl-26863 93 26 memories memory NOUN crl-26863 93 27 of of ADP crl-26863 93 28 opting opt VERB crl-26863 93 29 in in ADP crl-26863 93 30 or or CCONJ crl-26863 93 31 out out ADP crl-26863 93 32 of of ADP crl-26863 93 33 having have VERB crl-26863 93 34 a a DET crl-26863 93 35 checkout checkout NOUN crl-26863 93 36 history history NOUN crl-26863 93 37 ; ; PUNCT crl-26863 93 38 three three NUM crl-26863 93 39 participants participant NOUN crl-26863 93 40 were be AUX crl-26863 93 41 taken take VERB crl-26863 93 42 directly directly ADV crl-26863 93 43 to to ADP crl-26863 93 44 the the DET crl-26863 93 45 end end NOUN crl-26863 93 46 of of ADP crl-26863 93 47 the the DET crl-26863 93 48 survey survey NOUN crl-26863 93 49 because because SCONJ crl-26863 93 50 they they PRON crl-26863 93 51 did do AUX crl-26863 93 52 not not PART crl-26863 93 53 remember remember VERB crl-26863 93 54 their their PRON crl-26863 93 55 choice choice NOUN crl-26863 93 56 . . PUNCT crl-26863 94 1 next next ADV crl-26863 94 2 , , PUNCT crl-26863 94 3 participants participant NOUN crl-26863 94 4 were be AUX crl-26863 94 5 asked ask VERB crl-26863 94 6 , , PUNCT crl-26863 94 7 in in ADP crl-26863 94 8 an an DET crl-26863 94 9 open open ADJ crl-26863 94 10 - - PUNCT crl-26863 94 11 ended end VERB crl-26863 94 12 fashion fashion NOUN crl-26863 94 13 , , PUNCT crl-26863 94 14 why why SCONJ crl-26863 94 15 they they PRON crl-26863 94 16 made make VERB crl-26863 94 17 the the DET crl-26863 94 18 opt opt NOUN crl-26863 94 19 - - PUNCT crl-26863 94 20 in in NOUN crl-26863 94 21 vs. vs. ADP crl-26863 94 22 opt opt NOUN crl-26863 94 23 - - PUNCT crl-26863 94 24 out out ADP crl-26863 94 25 choice choice NOUN crl-26863 94 26 that that PRON crl-26863 94 27 they they PRON crl-26863 94 28 did do VERB crl-26863 94 29 . . PUNCT crl-26863 95 1 in in ADP crl-26863 95 2 survey survey NOUN crl-26863 95 3 waves wave NOUN crl-26863 95 4 one one NUM crl-26863 95 5 and and CCONJ crl-26863 95 6 two two NUM crl-26863 95 7 ( ( PUNCT crl-26863 95 8 see see VERB crl-26863 95 9 table table NOUN crl-26863 95 10 2 2 NUM crl-26863 95 11 ) ) PUNCT crl-26863 95 12 , , PUNCT crl-26863 95 13 the the DET crl-26863 95 14 question question NOUN crl-26863 95 15 was be AUX crl-26863 95 16 simply simply ADV crl-26863 95 17 , , PUNCT crl-26863 95 18 “ " PUNCT crl-26863 95 19 what what PRON crl-26863 95 20 reason(s reason(s NOUN crl-26863 95 21 ) ) PUNCT crl-26863 95 22 led lead VERB crl-26863 95 23 you you PRON crl-26863 95 24 to to PART crl-26863 95 25 make make VERB crl-26863 95 26 that that DET crl-26863 95 27 choice choice NOUN crl-26863 95 28 ? ? PUNCT crl-26863 95 29 ” " PUNCT crl-26863 96 1 a a DET crl-26863 96 2 second second ADJ crl-26863 96 3 variant variant NOUN crl-26863 96 4 of of ADP crl-26863 96 5 the the DET crl-26863 96 6 survey survey NOUN crl-26863 96 7 was be AUX crl-26863 96 8 used use VERB crl-26863 96 9 for for ADP crl-26863 96 10 waves wave NOUN crl-26863 96 11 three three NUM crl-26863 96 12 to to ADP crl-26863 96 13 five five NUM crl-26863 96 14 , , PUNCT crl-26863 96 15 in in ADP crl-26863 96 16 which which PRON crl-26863 96 17 that that DET crl-26863 96 18 initial initial ADJ crl-26863 96 19 question question NOUN crl-26863 96 20 was be AUX crl-26863 96 21 retained retain VERB crl-26863 96 22 , , PUNCT crl-26863 96 23 and and CCONJ crl-26863 96 24 a a DET crl-26863 96 25 second second ADJ crl-26863 96 26 question question NOUN crl-26863 96 27 was be AUX crl-26863 96 28 added add VERB crl-26863 96 29 : : PUNCT crl-26863 96 30 “ " PUNCT crl-26863 96 31 did do AUX crl-26863 96 32 you you PRON crl-26863 96 33 give give VERB crl-26863 96 34 serious serious ADJ crl-26863 96 35 consideration consideration NOUN crl-26863 96 36 to to ADP crl-26863 96 37 the the DET crl-26863 96 38 opposite opposite ADJ crl-26863 96 39 choice choice NOUN crl-26863 96 40 ? ? PUNCT crl-26863 96 41 ” " PUNCT crl-26863 97 1 if if SCONJ crl-26863 97 2 participants participant NOUN crl-26863 97 3 in in ADP crl-26863 97 4 waves wave NOUN crl-26863 97 5 three three NUM crl-26863 97 6 to to PART crl-26863 97 7 five five NUM crl-26863 97 8 responded respond VERB crl-26863 97 9 affirmatively affirmatively ADV crl-26863 97 10 to to ADP crl-26863 97 11 this this DET crl-26863 97 12 question question NOUN crl-26863 97 13 , , PUNCT crl-26863 97 14 they they PRON crl-26863 97 15 were be AUX crl-26863 97 16 then then ADV crl-26863 97 17 asked ask VERB crl-26863 97 18 , , PUNCT crl-26863 97 19 “ " PUNCT crl-26863 97 20 what what PRON crl-26863 97 21 were be AUX crl-26863 97 22 those those DET crl-26863 97 23 other other ADJ crl-26863 97 24 considerations consideration NOUN crl-26863 97 25 ? ? PUNCT crl-26863 97 26 ” " PUNCT crl-26863 98 1 this this PRON crl-26863 98 2 was be AUX crl-26863 98 3 the the DET crl-26863 98 4 only only ADJ crl-26863 98 5 difference difference NOUN crl-26863 98 6 between between ADP crl-26863 98 7 the the DET crl-26863 98 8 two two NUM crl-26863 98 9 variants variant NOUN crl-26863 98 10 of of ADP crl-26863 98 11 the the DET crl-26863 98 12 survey survey NOUN crl-26863 98 13 ; ; PUNCT crl-26863 98 14 as as ADP crl-26863 98 15 such such ADJ crl-26863 98 16 , , PUNCT crl-26863 98 17 aggregated aggregate VERB crl-26863 98 18 results result NOUN crl-26863 98 19 from from ADP crl-26863 98 20 waves wave NOUN crl-26863 98 21 one one NUM crl-26863 98 22 to to PART crl-26863 98 23 five five NUM crl-26863 98 24 are be AUX crl-26863 98 25 largely largely ADV crl-26863 98 26 reported report VERB crl-26863 98 27 together together ADV crl-26863 98 28 in in ADP crl-26863 98 29 the the DET crl-26863 98 30 results result NOUN crl-26863 98 31 section section NOUN crl-26863 98 32 . . PUNCT crl-26863 99 1 the the DET crl-26863 99 2 survey survey NOUN crl-26863 99 3 then then ADV crl-26863 99 4 asked ask VERB crl-26863 99 5 questions question NOUN crl-26863 99 6 about about ADP crl-26863 99 7 behavior behavior NOUN crl-26863 99 8 and and CCONJ crl-26863 99 9 cognition cognition NOUN crl-26863 99 10 . . PUNCT crl-26863 100 1 first first ADV crl-26863 100 2 , , PUNCT crl-26863 100 3 respondents respondent NOUN crl-26863 100 4 whose whose DET crl-26863 100 5 checkout checkout NOUN crl-26863 100 6 histories history NOUN crl-26863 100 7 had have AUX crl-26863 100 8 been be AUX crl-26863 100 9 maintained maintain VERB crl-26863 100 10 for for ADP crl-26863 100 11 them they PRON crl-26863 100 12 prior prior ADV crl-26863 100 13 to to ADP crl-26863 100 14 the the DET crl-26863 100 15 survey survey NOUN crl-26863 100 16 were be AUX crl-26863 100 17 asked ask VERB crl-26863 100 18 if if SCONJ crl-26863 100 19 they they PRON crl-26863 100 20 had have AUX crl-26863 100 21 been be AUX crl-26863 100 22 aware aware ADJ crl-26863 100 23 of of ADP crl-26863 100 24 their their PRON crl-26863 100 25 checkout checkout NOUN crl-26863 100 26 histories history NOUN crl-26863 100 27 and and CCONJ crl-26863 100 28 , , PUNCT crl-26863 100 29 if if SCONJ crl-26863 100 30 so so ADV crl-26863 100 31 , , PUNCT crl-26863 100 32 how how SCONJ crl-26863 100 33 often often ADV crl-26863 100 34 they they PRON crl-26863 100 35 looked look VERB crl-26863 100 36 at at ADP crl-26863 100 37 them they PRON crl-26863 100 38 . . PUNCT crl-26863 101 1 we we PRON crl-26863 101 2 were be AUX crl-26863 101 3 interested interested ADJ crl-26863 101 4 in in ADP crl-26863 101 5 whether whether SCONJ crl-26863 101 6 people people NOUN crl-26863 101 7 who who PRON crl-26863 101 8 used use VERB crl-26863 101 9 their their PRON crl-26863 101 10 checkout checkout NOUN crl-26863 101 11 histories history NOUN crl-26863 101 12 would would AUX crl-26863 101 13 reason reason VERB crl-26863 101 14 differently differently ADV crl-26863 101 15 about about ADP crl-26863 101 16 keeping keep VERB crl-26863 101 17 or or CCONJ crl-26863 101 18 deleting delete VERB crl-26863 101 19 their their PRON crl-26863 101 20 checkout checkout NOUN crl-26863 101 21 histories history NOUN crl-26863 101 22 . . PUNCT crl-26863 102 1 we we PRON crl-26863 102 2 then then ADV crl-26863 102 3 asked ask VERB crl-26863 102 4 about about ADP crl-26863 102 5 participants participant NOUN crl-26863 102 6 ’ ' PUNCT crl-26863 102 7 level level NOUN crl-26863 102 8 of of ADP crl-26863 102 9 concern concern NOUN crl-26863 102 10 about about ADP crl-26863 102 11 data datum NOUN crl-26863 102 12 mismanagement mismanagement NOUN crl-26863 102 13 at at ADP crl-26863 102 14 the the DET crl-26863 102 15 levels level NOUN crl-26863 102 16 of of ADP crl-26863 102 17 : : PUNCT crl-26863 102 18 1 1 X crl-26863 102 19 . . X crl-26863 103 1 the the DET crl-26863 103 2 university university PROPN crl-26863 103 3 of of ADP crl-26863 103 4 michigan michigan PROPN crl-26863 103 5 library library NOUN crl-26863 103 6 ; ; PUNCT crl-26863 103 7 2 2 X crl-26863 103 8 . . X crl-26863 103 9 the the DET crl-26863 103 10 university university PROPN crl-26863 103 11 of of ADP crl-26863 103 12 michigan michigan PROPN crl-26863 103 13 more more ADV crl-26863 103 14 broadly broadly ADV crl-26863 103 15 ; ; PUNCT crl-26863 103 16 * * PUNCT crl-26863 103 17 and and CCONJ crl-26863 103 18 3 3 X crl-26863 103 19 . . X crl-26863 103 20 internet internet NOUN crl-26863 103 21 - - PUNCT crl-26863 103 22 based base VERB crl-26863 103 23 companies company NOUN crl-26863 103 24 such such ADJ crl-26863 103 25 as as ADP crl-26863 103 26 amazon amazon NOUN crl-26863 103 27 , , PUNCT crl-26863 103 28 apple apple NOUN crl-26863 103 29 , , PUNCT crl-26863 103 30 netflix netflix NOUN crl-26863 103 31 , , PUNCT crl-26863 103 32 etc etc X crl-26863 103 33 . . X crl-26863 104 1 we we PRON crl-26863 104 2 expected expect VERB crl-26863 104 3 that that SCONJ crl-26863 104 4 higher high ADJ crl-26863 104 5 levels level NOUN crl-26863 104 6 of of ADP crl-26863 104 7 concern concern NOUN crl-26863 104 8 with with ADP crl-26863 104 9 the the DET crl-26863 104 10 library library NOUN crl-26863 104 11 ’s ’s PART crl-26863 104 12 and and CCONJ crl-26863 104 13 university university NOUN crl-26863 104 14 ’s ’s PART crl-26863 104 15 data datum NOUN crl-26863 104 16 management management NOUN crl-26863 104 17 practices practice NOUN crl-26863 104 18 to to PART crl-26863 104 19 be be AUX crl-26863 104 20 associated associate VERB crl-26863 104 21 with with ADP crl-26863 104 22 a a DET crl-26863 104 23 greater great ADJ crl-26863 104 24 likelihood likelihood NOUN crl-26863 104 25 of of ADP crl-26863 104 26 opting opt VERB crl-26863 104 27 out out ADP crl-26863 104 28 of of ADP crl-26863 104 29 having have VERB crl-26863 104 30 a a DET crl-26863 104 31 checkout checkout NOUN crl-26863 104 32 history history NOUN crl-26863 104 33 . . PUNCT crl-26863 105 1 further far ADV crl-26863 105 2 , , PUNCT crl-26863 105 3 we we PRON crl-26863 105 4 also also ADV crl-26863 105 5 expected expect VERB crl-26863 105 6 that that SCONJ crl-26863 105 7 , , PUNCT crl-26863 105 8 on on ADP crl-26863 105 9 average average ADJ crl-26863 105 10 , , PUNCT crl-26863 105 11 respondents respondent NOUN crl-26863 105 12 would would AUX crl-26863 105 13 have have VERB crl-26863 105 14 the the DET crl-26863 105 15 lowest low ADJ crl-26863 105 16 levels level NOUN crl-26863 105 17 of of ADP crl-26863 105 18 concern concern NOUN crl-26863 105 19 about about ADP crl-26863 105 20 data datum NOUN crl-26863 105 21 mismanagement mismanagement NOUN crl-26863 105 22 regarding regard VERB crl-26863 105 23 the the DET crl-26863 105 24 library library NOUN crl-26863 105 25 , , PUNCT crl-26863 105 26 based base VERB crl-26863 105 27 on on ADP crl-26863 105 28 previous previous ADJ crl-26863 105 29 research research NOUN crl-26863 105 30 showing show VERB crl-26863 105 31 that that SCONJ crl-26863 105 32 library library ADJ crl-26863 105 33 staff staff NOUN crl-26863 105 34 are be AUX crl-26863 105 35 highly highly ADV crl-26863 105 36 trusted trust VERB crl-26863 105 37 relative relative ADJ crl-26863 105 38 to to ADP crl-26863 105 39 most most ADJ crl-26863 105 40 professions profession NOUN crl-26863 105 41 ( ( PUNCT crl-26863 105 42 ipsos ipsos PROPN crl-26863 105 43 mori mori PROPN crl-26863 105 44 , , PUNCT crl-26863 105 45 2021 2021 NUM crl-26863 105 46 ; ; PUNCT crl-26863 105 47 lockwood lockwood PROPN crl-26863 105 48 & & CCONJ crl-26863 105 49 ritter ritter PROPN crl-26863 105 50 , , PUNCT crl-26863 105 51 2016 2016 NUM crl-26863 105 52 ) ) PUNCT crl-26863 105 53 . . PUNCT crl-26863 106 1 finally finally ADV crl-26863 106 2 , , PUNCT crl-26863 106 3 respondents respondent NOUN crl-26863 106 4 were be AUX crl-26863 106 5 asked ask VERB crl-26863 106 6 if if SCONJ crl-26863 106 7 they they PRON crl-26863 106 8 were be AUX crl-26863 106 9 a a DET crl-26863 106 10 member member NOUN crl-26863 106 11 of of ADP crl-26863 106 12 one one NUM crl-26863 106 13 or or CCONJ crl-26863 106 14 more more ADJ crl-26863 106 15 groups group NOUN crl-26863 106 16 that that PRON crl-26863 106 17 have have AUX crl-26863 106 18 been be AUX crl-26863 106 19 underrepresented underrepresente VERB crl-26863 106 20 or or CCONJ crl-26863 106 21 marginalized marginalize VERB crl-26863 106 22 on on ADP crl-26863 106 23 college college NOUN crl-26863 106 24 and and CCONJ crl-26863 106 25 university university NOUN crl-26863 106 26 campuses campus NOUN crl-26863 106 27 ; ; PUNCT crl-26863 106 28 examples example NOUN crl-26863 106 29 given give VERB crl-26863 106 30 included include VERB crl-26863 106 31 being be AUX crl-26863 106 32 underrepresented underrepresented ADJ crl-26863 106 33 or or CCONJ crl-26863 106 34 marginalized marginalize VERB crl-26863 106 35 on on ADP crl-26863 106 36 the the DET crl-26863 106 37 basis basis NOUN crl-26863 106 38 of of ADP crl-26863 106 39 race race NOUN crl-26863 106 40 , , PUNCT crl-26863 106 41 gender gender NOUN crl-26863 106 42 identity identity NOUN crl-26863 106 43 , , PUNCT crl-26863 106 44 disability disability NOUN crl-26863 106 45 status status NOUN crl-26863 106 46 , , PUNCT crl-26863 106 47 sexual sexual ADJ crl-26863 106 48 orientation orientation NOUN crl-26863 106 49 , , PUNCT crl-26863 106 50 socioeconomic socioeconomic ADJ crl-26863 106 51 status status NOUN crl-26863 106 52 , , PUNCT crl-26863 106 53 etc etc X crl-26863 106 54 . . X crl-26863 107 1 we we PRON crl-26863 107 2 hypothesized hypothesize VERB crl-26863 107 3 that that SCONJ crl-26863 107 4 participants participant NOUN crl-26863 107 5 who who PRON crl-26863 107 6 are be AUX crl-26863 107 7 members member NOUN crl-26863 107 8 of of ADP crl-26863 107 9 groups group NOUN crl-26863 107 10 that that PRON crl-26863 107 11 have have AUX crl-26863 107 12 historically historically ADV crl-26863 107 13 been be AUX crl-26863 107 14 underrepresented underrepresente VERB crl-26863 107 15 or or CCONJ crl-26863 107 16 excluded exclude VERB crl-26863 107 17 when when SCONJ crl-26863 107 18 data datum NOUN crl-26863 107 19 management management NOUN crl-26863 107 20 practices practice NOUN crl-26863 107 21 were be AUX crl-26863 107 22 created create VERB crl-26863 107 23 might might AUX crl-26863 107 24 have have VERB crl-26863 107 25 less less ADJ crl-26863 107 26 trust trust NOUN crl-26863 107 27 in in ADP crl-26863 107 28 such such ADJ crl-26863 107 29 practices practice NOUN crl-26863 107 30 . . PUNCT crl-26863 108 1 the the DET crl-26863 108 2 last last ADJ crl-26863 108 3 survey survey NOUN crl-26863 108 4 question question NOUN crl-26863 108 5 was be AUX crl-26863 108 6 open open ADV crl-26863 108 7 - - PUNCT crl-26863 108 8 ended end VERB crl-26863 108 9 and and CCONJ crl-26863 108 10 gave give VERB crl-26863 108 11 space space NOUN crl-26863 108 12 for for SCONJ crl-26863 108 13 respondents respondent NOUN crl-26863 108 14 to to PART crl-26863 108 15 share share VERB crl-26863 108 16 other other ADJ crl-26863 108 17 comments comment NOUN crl-26863 108 18 about about ADP crl-26863 108 19 library library NOUN crl-26863 108 20 data datum NOUN crl-26863 108 21 . . PUNCT crl-26863 109 1 * * PUNCT crl-26863 109 2     SPACE crl-26863 109 3 the the DET crl-26863 109 4 university university PROPN crl-26863 109 5 of of ADP crl-26863 109 6 michigan michigan PROPN crl-26863 109 7 suffered suffer VERB crl-26863 109 8 a a DET crl-26863 109 9 large large ADJ crl-26863 109 10 - - PUNCT crl-26863 109 11 scale scale NOUN crl-26863 109 12 data datum NOUN crl-26863 109 13 breach breach NOUN crl-26863 109 14 in in ADP crl-26863 109 15 august august PROPN crl-26863 109 16 2023 2023 NUM crl-26863 109 17 . . PUNCT crl-26863 110 1 our our PRON crl-26863 110 2 results result NOUN crl-26863 110 3 reflect reflect VERB crl-26863 110 4 opinions opinion NOUN crl-26863 110 5 before before SCONJ crl-26863 110 6 that that DET crl-26863 110 7 event event NOUN crl-26863 110 8 happened happen VERB crl-26863 110 9 . . PUNCT crl-26863 111 1 668 668 NUM crl-26863 111 2 college college NOUN crl-26863 111 3 & & CCONJ crl-26863 111 4 research research PROPN crl-26863 111 5 libraries library NOUN crl-26863 111 6 july july PROPN crl-26863 111 7 2025 2025 NUM crl-26863 111 8 to to PART crl-26863 111 9 protect protect VERB crl-26863 111 10 the the DET crl-26863 111 11 data datum NOUN crl-26863 111 12 of of ADP crl-26863 111 13 all all DET crl-26863 111 14 survey survey NOUN crl-26863 111 15 invitees invitee NOUN crl-26863 111 16 , , PUNCT crl-26863 111 17 both both CCONJ crl-26863 111 18 those those PRON crl-26863 111 19 who who PRON crl-26863 111 20 completed complete VERB crl-26863 111 21 the the DET crl-26863 111 22 survey survey NOUN crl-26863 111 23 and and CCONJ crl-26863 111 24 those those PRON crl-26863 111 25 who who PRON crl-26863 111 26 did do VERB crl-26863 111 27 not not PART crl-26863 111 28 , , PUNCT crl-26863 111 29 study study NOUN crl-26863 111 30 data datum NOUN crl-26863 111 31 were be AUX crl-26863 111 32 stored store VERB crl-26863 111 33 on on ADP crl-26863 111 34 password password NOUN crl-26863 111 35 - - PUNCT crl-26863 111 36 protected protect VERB crl-26863 111 37 computers computer NOUN crl-26863 111 38 and and CCONJ crl-26863 111 39 restricted restrict VERB crl-26863 111 40 , , PUNCT crl-26863 111 41 hipaa hipaa NOUN crl-26863 111 42 - - PUNCT crl-26863 111 43 compliant compliant ADJ crl-26863 111 44 cloud cloud NOUN crl-26863 111 45 storage storage NOUN crl-26863 111 46 folders folder NOUN crl-26863 111 47 . . PUNCT crl-26863 112 1 coding code VERB crl-26863 112 2 of of ADP crl-26863 112 3 qualitative qualitative ADJ crl-26863 112 4 data datum NOUN crl-26863 112 5 we we PRON crl-26863 112 6 employed employ VERB crl-26863 112 7 an an DET crl-26863 112 8 inductive inductive ADJ crl-26863 112 9 approach approach NOUN crl-26863 112 10 to to ADP crl-26863 112 11 the the DET crl-26863 112 12 qualitative qualitative ADJ crl-26863 112 13 data datum NOUN crl-26863 112 14 we we PRON crl-26863 112 15 collected collect VERB crl-26863 112 16 in in ADP crl-26863 112 17 the the DET crl-26863 112 18 survey survey NOUN crl-26863 112 19 , , PUNCT crl-26863 112 20 seeking seek VERB crl-26863 112 21 coherent coherent ADJ crl-26863 112 22 themes theme NOUN crl-26863 112 23 in in ADP crl-26863 112 24 the the DET crl-26863 112 25 responses response NOUN crl-26863 112 26 to to ADP crl-26863 112 27 each each DET crl-26863 112 28 open open ADV crl-26863 112 29 - - PUNCT crl-26863 112 30 ended end VERB crl-26863 112 31 question question NOUN crl-26863 112 32 without without ADP crl-26863 112 33 assumptions assumption NOUN crl-26863 112 34 or or CCONJ crl-26863 112 35 an an DET crl-26863 112 36 existing exist VERB crl-26863 112 37 theoretical theoretical ADJ crl-26863 112 38 framework framework NOUN crl-26863 112 39 ( ( PUNCT crl-26863 112 40 charmaz charmaz PROPN crl-26863 112 41 , , PUNCT crl-26863 112 42 2003 2003 NUM crl-26863 112 43 ; ; PUNCT crl-26863 112 44 urquhart urquhart PROPN crl-26863 112 45 , , PUNCT crl-26863 112 46 2013 2013 NUM crl-26863 112 47 ) ) PUNCT crl-26863 112 48 . . PUNCT crl-26863 113 1 as as ADP crl-26863 113 2 a a DET crl-26863 113 3 first first ADJ crl-26863 113 4 step step NOUN crl-26863 113 5 , , PUNCT crl-26863 113 6 the the DET crl-26863 113 7 two two NUM crl-26863 113 8 authors author NOUN crl-26863 113 9 repeatedly repeatedly ADV crl-26863 113 10 read read VERB crl-26863 113 11 and and CCONJ crl-26863 113 12 discussed discuss VERB crl-26863 113 13 the the DET crl-26863 113 14 responses response NOUN crl-26863 113 15 to to ADP crl-26863 113 16 the the DET crl-26863 113 17 openended openende VERB crl-26863 113 18 survey survey NOUN crl-26863 113 19 questions question NOUN crl-26863 113 20 , , PUNCT crl-26863 113 21 making make VERB crl-26863 113 22 notes note NOUN crl-26863 113 23 about about ADP crl-26863 113 24 essential essential ADJ crl-26863 113 25 themes theme NOUN crl-26863 113 26 that that PRON crl-26863 113 27 emerged emerge VERB crl-26863 113 28 in in ADP crl-26863 113 29 response response NOUN crl-26863 113 30 to to ADP crl-26863 113 31 each each PRON crl-26863 113 32 . . PUNCT crl-26863 114 1 after after ADP crl-26863 114 2 gaining gain VERB crl-26863 114 3 familiarity familiarity NOUN crl-26863 114 4 with with ADP crl-26863 114 5 the the DET crl-26863 114 6 data datum NOUN crl-26863 114 7 , , PUNCT crl-26863 114 8 we we PRON crl-26863 114 9 created create VERB crl-26863 114 10 a a DET crl-26863 114 11 provisional provisional ADJ crl-26863 114 12 coding code VERB crl-26863 114 13 scheme scheme NOUN crl-26863 114 14 for for ADP crl-26863 114 15 each each DET crl-26863 114 16 question question NOUN crl-26863 114 17 . . PUNCT crl-26863 115 1 the the DET crl-26863 115 2 research research NOUN crl-26863 115 3 team team NOUN crl-26863 115 4 reviewed review VERB crl-26863 115 5 the the DET crl-26863 115 6 open open ADV crl-26863 115 7 - - PUNCT crl-26863 115 8 ended end VERB crl-26863 115 9 responses response NOUN crl-26863 115 10 again again ADV crl-26863 115 11 and and CCONJ crl-26863 115 12 paid pay VERB crl-26863 115 13 attention attention NOUN crl-26863 115 14 to to ADP crl-26863 115 15 whether whether SCONJ crl-26863 115 16 the the DET crl-26863 115 17 coding code VERB crl-26863 115 18 system system NOUN crl-26863 115 19 for for ADP crl-26863 115 20 each each DET crl-26863 115 21 question question NOUN crl-26863 115 22 needed need VERB crl-26863 115 23 to to PART crl-26863 115 24 be be AUX crl-26863 115 25 adjusted adjust VERB crl-26863 115 26 to to PART crl-26863 115 27 accommodate accommodate VERB crl-26863 115 28 previously previously ADV crl-26863 115 29 missed miss VERB crl-26863 115 30 themes theme NOUN crl-26863 115 31 . . PUNCT crl-26863 116 1 the the DET crl-26863 116 2 final final ADJ crl-26863 116 3 coding code VERB crl-26863 116 4 schemes scheme NOUN crl-26863 116 5 for for ADP crl-26863 116 6 each each DET crl-26863 116 7 open open ADJ crl-26863 116 8 - - PUNCT crl-26863 116 9 ended end VERB crl-26863 116 10 question question NOUN crl-26863 116 11 are be AUX crl-26863 116 12 presented present VERB crl-26863 116 13 in in ADP crl-26863 116 14 appendix appendix PROPN crl-26863 116 15 b. b. PROPN crl-26863 117 1 the the DET crl-26863 117 2 two two NUM crl-26863 117 3 research research NOUN crl-26863 117 4 team team NOUN crl-26863 117 5 members member NOUN crl-26863 117 6 then then ADV crl-26863 117 7 independently independently ADV crl-26863 117 8 used use VERB crl-26863 117 9 the the DET crl-26863 117 10 coding code VERB crl-26863 117 11 systems system NOUN crl-26863 117 12 to to PART crl-26863 117 13 code code VERB crl-26863 117 14 the the DET crl-26863 117 15 open open ADV crl-26863 117 16 - - PUNCT crl-26863 117 17 ended end VERB crl-26863 117 18 data datum NOUN crl-26863 117 19 from from ADP crl-26863 117 20 survey survey NOUN crl-26863 117 21 waves wave NOUN crl-26863 117 22 one one NUM crl-26863 117 23 and and CCONJ crl-26863 117 24 two two NUM crl-26863 117 25 . . PUNCT crl-26863 118 1 following follow VERB crl-26863 118 2 this this DET crl-26863 118 3 initial initial ADJ crl-26863 118 4 round round NOUN crl-26863 118 5 of of ADP crl-26863 118 6 coding coding NOUN crl-26863 118 7 , , PUNCT crl-26863 118 8 the the DET crl-26863 118 9 two two NUM crl-26863 118 10 sets set NOUN crl-26863 118 11 of of ADP crl-26863 118 12 codes code NOUN crl-26863 118 13 were be AUX crl-26863 118 14 compared compare VERB crl-26863 118 15 . . PUNCT crl-26863 119 1 for for ADP crl-26863 119 2 each each DET crl-26863 119 3 code code NOUN crl-26863 119 4 in in ADP crl-26863 119 5 the the DET crl-26863 119 6 scheme scheme NOUN crl-26863 119 7 , , PUNCT crl-26863 119 8 the the DET crl-26863 119 9 measure measure NOUN crl-26863 119 10 of of ADP crl-26863 119 11 interrater interrater ADJ crl-26863 119 12 reliability reliability NOUN crl-26863 119 13 ( ( PUNCT crl-26863 119 14 kappa kappa ADJ crl-26863 119 15 ) ) PUNCT crl-26863 119 16 was be AUX crl-26863 119 17 above above ADP crl-26863 119 18 the the DET crl-26863 119 19 commonly commonly ADV crl-26863 119 20 used use VERB crl-26863 119 21 threshold threshold NOUN crl-26863 119 22 of of ADP crl-26863 119 23 0.70 0.70 NUM crl-26863 119 24 ( ( PUNCT crl-26863 119 25 the the DET crl-26863 119 26 kappas kappa NOUN crl-26863 119 27 ranged range VERB crl-26863 119 28 from from ADP crl-26863 119 29 0.76 0.76 NUM crl-26863 119 30 – – PUNCT crl-26863 119 31 1.00 1.00 NUM crl-26863 119 32 ) ) PUNCT crl-26863 119 33 . . PUNCT crl-26863 120 1 discrepancies discrepancy NOUN crl-26863 120 2 were be AUX crl-26863 120 3 easily easily ADV crl-26863 120 4 resolved resolve VERB crl-26863 120 5 through through ADP crl-26863 120 6 discussion discussion NOUN crl-26863 120 7 . . PUNCT crl-26863 121 1 after after ADP crl-26863 121 2 establishing establish VERB crl-26863 121 3 that that SCONJ crl-26863 121 4 the the DET crl-26863 121 5 coding code VERB crl-26863 121 6 system system NOUN crl-26863 121 7 could could AUX crl-26863 121 8 be be AUX crl-26863 121 9 used use VERB crl-26863 121 10 reliably reliably ADV crl-26863 121 11 , , PUNCT crl-26863 121 12 the the DET crl-26863 121 13 rest rest NOUN crl-26863 121 14 of of ADP crl-26863 121 15 the the DET crl-26863 121 16 coding coding NOUN crl-26863 121 17 was be AUX crl-26863 121 18 completed complete VERB crl-26863 121 19 by by ADP crl-26863 121 20 the the DET crl-26863 121 21 two two NUM crl-26863 121 22 authors author NOUN crl-26863 121 23 together together ADV crl-26863 121 24 ; ; PUNCT crl-26863 121 25 here here ADV crl-26863 121 26 again again ADV crl-26863 121 27 , , PUNCT crl-26863 121 28 agreements agreement NOUN crl-26863 121 29 were be AUX crl-26863 121 30 very very ADV crl-26863 121 31 common common ADJ crl-26863 121 32 , , PUNCT crl-26863 121 33 and and CCONJ crl-26863 121 34 disagreements disagreement NOUN crl-26863 121 35 were be AUX crl-26863 121 36 easily easily ADV crl-26863 121 37 resolved resolve VERB crl-26863 121 38 . . PUNCT crl-26863 122 1 the the DET crl-26863 122 2 themes theme NOUN crl-26863 122 3 that that PRON crl-26863 122 4 emerged emerge VERB crl-26863 122 5 from from ADP crl-26863 122 6 the the DET crl-26863 122 7 coding code VERB crl-26863 122 8 process process NOUN crl-26863 122 9 are be AUX crl-26863 122 10 reported report VERB crl-26863 122 11 on on ADP crl-26863 122 12 in in ADP crl-26863 122 13 the the DET crl-26863 122 14 results result NOUN crl-26863 122 15 section section NOUN crl-26863 122 16 . . PUNCT crl-26863 123 1 results result VERB crl-26863 123 2 checkout checkout NOUN crl-26863 123 3 history history NOUN crl-26863 123 4 choice choice NOUN crl-26863 123 5 and and CCONJ crl-26863 123 6 campus campus NOUN crl-26863 123 7 role role NOUN crl-26863 123 8 a a DET crl-26863 123 9 total total NOUN crl-26863 123 10 of of ADP crl-26863 123 11 536 536 NUM crl-26863 123 12 respondents respondent NOUN crl-26863 123 13 opted opt VERB crl-26863 123 14 to to PART crl-26863 123 15 have have VERB crl-26863 123 16 a a DET crl-26863 123 17 checkout checkout NOUN crl-26863 123 18 history history NOUN crl-26863 123 19 , , PUNCT crl-26863 123 20 with with ADP crl-26863 123 21 239 239 NUM crl-26863 123 22 starting start VERB crl-26863 123 23 one one NUM crl-26863 123 24 , , PUNCT crl-26863 123 25 and and CCONJ crl-26863 123 26 297 297 NUM crl-26863 123 27 electing elect VERB crl-26863 123 28 to to PART crl-26863 123 29 keep keep VERB crl-26863 123 30 their their PRON crl-26863 123 31 existing exist VERB crl-26863 123 32 history history NOUN crl-26863 123 33 . . PUNCT crl-26863 124 1 a a DET crl-26863 124 2 total total NOUN crl-26863 124 3 of of ADP crl-26863 124 4 52 52 NUM crl-26863 124 5 respondents respondent NOUN crl-26863 124 6 had have AUX crl-26863 124 7 chosen choose VERB crl-26863 124 8 to to ADP crl-26863 124 9 either either CCONJ crl-26863 124 10 not not PART crl-26863 124 11 start start VERB crl-26863 124 12 a a DET crl-26863 124 13 checkout checkout NOUN crl-26863 124 14 history history NOUN crl-26863 124 15 ( ( PUNCT crl-26863 124 16 23 23 NUM crl-26863 124 17 ) ) PUNCT crl-26863 124 18 or or CCONJ crl-26863 124 19 to to PART crl-26863 124 20 delete delete VERB crl-26863 124 21 an an DET crl-26863 124 22 existing exist VERB crl-26863 124 23 one one NUM crl-26863 124 24 ( ( PUNCT crl-26863 124 25 29 29 NUM crl-26863 124 26 ) ) PUNCT crl-26863 124 27 . . PUNCT crl-26863 125 1 these these DET crl-26863 125 2 two two NUM crl-26863 125 3 groups group NOUN crl-26863 125 4 were be AUX crl-26863 125 5 of of ADP crl-26863 125 6 central central ADJ crl-26863 125 7 interest interest NOUN crl-26863 125 8 . . PUNCT crl-26863 126 1 we we PRON crl-26863 126 2 first first ADV crl-26863 126 3 analyzed analyze VERB crl-26863 126 4 whether whether SCONJ crl-26863 126 5 the the DET crl-26863 126 6 opt opt NOUN crl-26863 126 7 - - PUNCT crl-26863 126 8 in in ADP crl-26863 126 9 / / SYM crl-26863 126 10 opt opt VERB crl-26863 126 11 - - PUNCT crl-26863 126 12 out out ADP crl-26863 126 13 choice choice NOUN crl-26863 126 14 was be AUX crl-26863 126 15 associated associate VERB crl-26863 126 16 with with ADP crl-26863 126 17 campus campus NOUN crl-26863 126 18 role role NOUN crl-26863 126 19 ( ( PUNCT crl-26863 126 20 see see VERB crl-26863 126 21 table table NOUN crl-26863 126 22 4 4 NUM crl-26863 126 23 ) ) PUNCT crl-26863 126 24 . . PUNCT crl-26863 127 1 an an DET crl-26863 127 2 omnibus omnibus ADJ crl-26863 127 3 chi chi ADJ crl-26863 127 4 - - PUNCT crl-26863 127 5 square square NOUN crl-26863 127 6 analysis analysis NOUN crl-26863 127 7 indicated indicate VERB crl-26863 127 8 that that SCONJ crl-26863 127 9 there there PRON crl-26863 127 10 was be VERB crl-26863 127 11 at at ADV crl-26863 127 12 least least ADJ crl-26863 127 13 one one NUM crl-26863 127 14 significant significant ADJ crl-26863 127 15 difference difference NOUN crl-26863 127 16 between between ADP crl-26863 127 17 the the DET crl-26863 127 18 four four NUM crl-26863 127 19 campus campus NOUN crl-26863 127 20 role role NOUN crl-26863 127 21 groups group NOUN crl-26863 127 22 regarding regard VERB crl-26863 127 23 their their PRON crl-26863 127 24 checkout checkout NOUN crl-26863 127 25 history history NOUN crl-26863 127 26 choice choice NOUN crl-26863 127 27 𝜒2 𝜒2 ADP crl-26863 127 28 ( ( PUNCT crl-26863 127 29 3 3 NUM crl-26863 127 30 , , PUNCT crl-26863 127 31 500 500 NUM crl-26863 127 32 ) ) PUNCT crl-26863 127 33 = = SYM crl-26863 127 34 17.76 17.76 NUM crl-26863 127 35 , , PUNCT crl-26863 127 36 p p X crl-26863 127 37 < < X crl-26863 127 38 .001 .001 NUM crl-26863 127 39 , , PUNCT crl-26863 127 40 φ φ PROPN crl-26863 127 41 = = SYM crl-26863 127 42 .19 .19 NUM crl-26863 127 43 . . PUNCT crl-26863 128 1 pairwise pairwise NOUN crl-26863 128 2 tests test NOUN crl-26863 128 3 were be AUX crl-26863 128 4 used use VERB crl-26863 128 5 to to PART crl-26863 128 6 clarify clarify VERB crl-26863 128 7 this this DET crl-26863 128 8 result result NOUN crl-26863 128 9 , , PUNCT crl-26863 128 10 and and CCONJ crl-26863 128 11 the the DET crl-26863 128 12 following follow VERB crl-26863 128 13 significant significant ADJ crl-26863 128 14 differences difference NOUN crl-26863 128 15 were be AUX crl-26863 128 16 found find VERB crl-26863 128 17 : : PUNCT crl-26863 128 18 table table NOUN crl-26863 128 19 4 4 NUM crl-26863 128 20 checkout checkout NOUN crl-26863 128 21 history history NOUN crl-26863 128 22 choice choice NOUN crl-26863 128 23 as as ADP crl-26863 128 24 a a DET crl-26863 128 25 function function NOUN crl-26863 128 26 of of ADP crl-26863 128 27 broad broad ADJ crl-26863 128 28 campus campus NOUN crl-26863 128 29 role role NOUN crl-26863 128 30 choice choice NOUN crl-26863 128 31 students student NOUN crl-26863 128 32 faculty faculty NOUN crl-26863 128 33 lacs lac NOUN crl-26863 128 34 staff staff NOUN crl-26863 128 35 wanted want VERB crl-26863 128 36 history history NOUN crl-26863 128 37 95.2 95.2 NUM crl-26863 128 38 % % NOUN crl-26863 128 39 ( ( PUNCT crl-26863 128 40 n n NOUN crl-26863 128 41 = = SYM crl-26863 128 42 200 200 NUM crl-26863 128 43 ) ) PUNCT crl-26863 128 44 91.5 91.5 NUM crl-26863 128 45 % % NOUN crl-26863 128 46 ( ( PUNCT crl-26863 128 47 n n NOUN crl-26863 128 48 = = SYM crl-26863 128 49 117 117 NUM crl-26863 128 50 ) ) PUNCT crl-26863 128 51 76.1 76.1 NUM crl-26863 128 52 % % NOUN crl-26863 128 53 ( ( PUNCT crl-26863 128 54 n n NOUN crl-26863 128 55 = = SYM crl-26863 128 56 35 35 NUM crl-26863 128 57 ) ) PUNCT crl-26863 128 58 89.0 89.0 NUM crl-26863 128 59 % % NOUN crl-26863 128 60 ( ( PUNCT crl-26863 128 61 n n NOUN crl-26863 128 62 = = SYM crl-26863 128 63 113 113 NUM crl-26863 128 64 ) ) PUNCT crl-26863 128 65 did do AUX crl-26863 128 66 not not PART crl-26863 128 67 want want VERB crl-26863 128 68 history history NOUN crl-26863 128 69 4.8 4.8 NUM crl-26863 128 70 % % NOUN crl-26863 128 71 ( ( PUNCT crl-26863 128 72 n n NOUN crl-26863 128 73 = = SYM crl-26863 128 74 10 10 NUM crl-26863 128 75 ) ) PUNCT crl-26863 128 76 8.5 8.5 NUM crl-26863 128 77 % % NOUN crl-26863 128 78 ( ( PUNCT crl-26863 128 79 n n NOUN crl-26863 128 80 = = SYM crl-26863 128 81 10 10 NUM crl-26863 128 82 ) ) PUNCT crl-26863 128 83 23.9 23.9 NUM crl-26863 128 84 % % NOUN crl-26863 128 85 ( ( PUNCT crl-26863 128 86 n n NOUN crl-26863 128 87 = = SYM crl-26863 128 88 11 11 NUM crl-26863 128 89 ) ) PUNCT crl-26863 128 90 11.0 11.0 NUM crl-26863 128 91 % % NOUN crl-26863 128 92 ( ( PUNCT crl-26863 128 93 n n NOUN crl-26863 128 94 = = SYM crl-26863 128 95 14 14 NUM crl-26863 128 96 ) ) PUNCT crl-26863 128 97 note note NOUN crl-26863 128 98 : : PUNCT crl-26863 128 99 people people NOUN crl-26863 128 100 who who PRON crl-26863 128 101 identified identify VERB crl-26863 128 102 as as ADP crl-26863 128 103 alums alum NOUN crl-26863 128 104 , , PUNCT crl-26863 128 105 community community NOUN crl-26863 128 106 members member NOUN crl-26863 128 107 , , PUNCT crl-26863 128 108 unaffiliated unaffiliated ADJ crl-26863 128 109 researchers researcher NOUN crl-26863 128 110 , , PUNCT crl-26863 128 111 and and CCONJ crl-26863 128 112 ‘ ' PUNCT crl-26863 128 113 other other ADJ crl-26863 128 114 ’ ' PUNCT crl-26863 128 115 were be AUX crl-26863 128 116 excluded exclude VERB crl-26863 128 117 from from ADP crl-26863 128 118 this this DET crl-26863 128 119 analysis analysis NOUN crl-26863 128 120 due due ADP crl-26863 128 121 to to ADP crl-26863 128 122 cell cell NOUN crl-26863 128 123 size size NOUN crl-26863 128 124 considerations consideration NOUN crl-26863 128 125 . . PUNCT crl-26863 129 1 help help NOUN crl-26863 129 2 or or CCONJ crl-26863 129 3 hazard hazard VERB crl-26863 129 4 669 669 NUM crl-26863 129 5 • • NOUN crl-26863 129 6 students student NOUN crl-26863 129 7 ( ( PUNCT crl-26863 129 8 95.2 95.2 NUM crl-26863 129 9 % % NOUN crl-26863 129 10 ) ) PUNCT crl-26863 129 11 were be AUX crl-26863 129 12 more more ADV crl-26863 129 13 likely likely ADJ crl-26863 129 14 than than ADP crl-26863 129 15 staff staff NOUN crl-26863 129 16 members member NOUN crl-26863 129 17 ( ( PUNCT crl-26863 129 18 89.0 89.0 NUM crl-26863 129 19 % % NOUN crl-26863 129 20 ) ) PUNCT crl-26863 129 21 to to PART crl-26863 129 22 want want VERB crl-26863 129 23 a a DET crl-26863 129 24 checkout checkout NOUN crl-26863 129 25 history history NOUN crl-26863 129 26 ( ( PUNCT crl-26863 129 27 𝜒2 𝜒2 NOUN crl-26863 129 28 ( ( PUNCT crl-26863 129 29 1 1 NUM crl-26863 129 30 , , PUNCT crl-26863 129 31 337 337 NUM crl-26863 129 32 ) ) PUNCT crl-26863 129 33 = = SYM crl-26863 130 1 4.69 4.69 NUM crl-26863 130 2 , , PUNCT crl-26863 130 3 p p NOUN crl-26863 130 4 = = NOUN crl-26863 130 5 .03 .03 NUM crl-26863 130 6 ) ) PUNCT crl-26863 130 7 . . PUNCT crl-26863 131 1 • • NUM crl-26863 131 2 students student NOUN crl-26863 131 3 ( ( PUNCT crl-26863 131 4 95.2 95.2 NUM crl-26863 131 5 % % NOUN crl-26863 131 6 ) ) PUNCT crl-26863 131 7 were be AUX crl-26863 131 8 more more ADV crl-26863 131 9 likely likely ADJ crl-26863 131 10 than than ADP crl-26863 131 11 librarians librarian NOUN crl-26863 131 12 , , PUNCT crl-26863 131 13 archivists archivist NOUN crl-26863 131 14 , , PUNCT crl-26863 131 15 and and CCONJ crl-26863 131 16 curators curator NOUN crl-26863 131 17 ( ( PUNCT crl-26863 131 18 lacs lac NOUN crl-26863 131 19 ; ; PUNCT crl-26863 131 20 76.1 76.1 NUM crl-26863 131 21 % % NOUN crl-26863 131 22 ) ) PUNCT crl-26863 131 23 to to PART crl-26863 131 24 want want VERB crl-26863 131 25 a a DET crl-26863 131 26 checkout checkout NOUN crl-26863 131 27 history history NOUN crl-26863 131 28 ( ( PUNCT crl-26863 131 29 fisher fisher PROPN crl-26863 131 30 ’s ’s PART crl-26863 131 31 exact exact ADJ crl-26863 131 32 test test NOUN crl-26863 131 33 < < X crl-26863 131 34 .001 .001 NUM crl-26863 131 35 * * NUM crl-26863 131 36 ) ) PUNCT crl-26863 131 37 . . PUNCT crl-26863 132 1 • • NUM crl-26863 132 2 faculty faculty NOUN crl-26863 132 3 members member NOUN crl-26863 132 4 ( ( PUNCT crl-26863 132 5 91.5 91.5 NUM crl-26863 132 6 % % NOUN crl-26863 132 7 ) ) PUNCT crl-26863 132 8 were be AUX crl-26863 132 9 more more ADV crl-26863 132 10 likely likely ADJ crl-26863 132 11 than than ADP crl-26863 132 12 lacs lac NOUN crl-26863 132 13 ( ( PUNCT crl-26863 132 14 76.1 76.1 NUM crl-26863 132 15 % % NOUN crl-26863 132 16 ) ) PUNCT crl-26863 132 17 to to PART crl-26863 132 18 want want VERB crl-26863 132 19 a a DET crl-26863 132 20 checkout checkout NOUN crl-26863 132 21 history history NOUN crl-26863 132 22 ( ( PUNCT crl-26863 132 23 𝜒2 𝜒2 NOUN crl-26863 132 24 ( ( PUNCT crl-26863 132 25 1 1 NUM crl-26863 132 26 , , PUNCT crl-26863 132 27 163 163 NUM crl-26863 132 28 ) ) PUNCT crl-26863 132 29 = = SYM crl-26863 132 30 6.95 6.95 NUM crl-26863 132 31 , , PUNCT crl-26863 132 32 p p X crl-26863 132 33 = = NOUN crl-26863 132 34 .008 .008 NUM crl-26863 132 35 ) ) PUNCT crl-26863 132 36 . . PUNCT crl-26863 133 1 • • NUM crl-26863 133 2 staff staff NOUN crl-26863 133 3 members member NOUN crl-26863 133 4 ( ( PUNCT crl-26863 133 5 89.0 89.0 NUM crl-26863 133 6 % % NOUN crl-26863 133 7 ) ) PUNCT crl-26863 133 8 were be AUX crl-26863 133 9 more more ADV crl-26863 133 10 likely likely ADJ crl-26863 133 11 than than ADP crl-26863 133 12 lacs lac NOUN crl-26863 133 13 ( ( PUNCT crl-26863 133 14 76.1 76.1 NUM crl-26863 133 15 % % NOUN crl-26863 133 16 ) ) PUNCT crl-26863 133 17 to to PART crl-26863 133 18 want want VERB crl-26863 133 19 a a DET crl-26863 133 20 checkout checkout NOUN crl-26863 133 21 history history NOUN crl-26863 133 22 ( ( PUNCT crl-26863 133 23 𝜒2 𝜒2 NOUN crl-26863 133 24 ( ( PUNCT crl-26863 133 25 1 1 NUM crl-26863 133 26 , , PUNCT crl-26863 133 27 173 173 NUM crl-26863 133 28 ) ) PUNCT crl-26863 133 29 = = SYM crl-26863 133 30 4.54 4.54 NUM crl-26863 133 31 , , PUNCT crl-26863 133 32 p p X crl-26863 133 33 = = NOUN crl-26863 133 34 .03 .03 NUM crl-26863 133 35 ) ) PUNCT crl-26863 133 36 . . PUNCT crl-26863 134 1 the the DET crl-26863 134 2 clear clear ADJ crl-26863 134 3 trend trend NOUN crl-26863 134 4 that that PRON crl-26863 134 5 emerged emerge VERB crl-26863 134 6 in in ADP crl-26863 134 7 this this DET crl-26863 134 8 set set NOUN crl-26863 134 9 of of ADP crl-26863 134 10 analyses analysis NOUN crl-26863 134 11 was be AUX crl-26863 134 12 that that SCONJ crl-26863 134 13 — — PUNCT crl-26863 134 14 although although SCONJ crl-26863 134 15 three three NUM crl-26863 134 16 quarters quarter NOUN crl-26863 134 17 of of ADP crl-26863 134 18 librarians librarian NOUN crl-26863 134 19 , , PUNCT crl-26863 134 20 archivists archivist NOUN crl-26863 134 21 , , PUNCT crl-26863 134 22 and and CCONJ crl-26863 134 23 curators curator NOUN crl-26863 134 24 wanted want VERB crl-26863 134 25 a a DET crl-26863 134 26 checkout checkout NOUN crl-26863 134 27 history history NOUN crl-26863 134 28 — — PUNCT crl-26863 134 29 lacs lac NOUN crl-26863 134 30 were be AUX crl-26863 134 31 significantly significantly ADV crl-26863 134 32 less less ADV crl-26863 134 33 likely likely ADJ crl-26863 134 34 than than ADP crl-26863 134 35 the the DET crl-26863 134 36 other other ADJ crl-26863 134 37 three three NUM crl-26863 134 38 groups group NOUN crl-26863 134 39 to to PART crl-26863 134 40 want want VERB crl-26863 134 41 their their PRON crl-26863 134 42 checkout checkout NOUN crl-26863 134 43 data datum NOUN crl-26863 134 44 retained retain VERB crl-26863 134 45 . . PUNCT crl-26863 135 1 checkout checkout NOUN crl-26863 135 2 history history NOUN crl-26863 135 3 choice choice NOUN crl-26863 135 4 and and CCONJ crl-26863 135 5 concerns concern NOUN crl-26863 135 6 about about ADP crl-26863 135 7 data datum NOUN crl-26863 135 8 management management NOUN crl-26863 135 9 participants participant NOUN crl-26863 135 10 were be AUX crl-26863 135 11 asked ask VERB crl-26863 135 12 about about ADP crl-26863 135 13 their their PRON crl-26863 135 14 concerns concern NOUN crl-26863 135 15 about about ADP crl-26863 135 16 data datum NOUN crl-26863 135 17 mismanagement mismanagement NOUN crl-26863 135 18 in in ADP crl-26863 135 19 the the DET crl-26863 135 20 library library NOUN crl-26863 135 21 , , PUNCT crl-26863 135 22 at at ADP crl-26863 135 23 the the DET crl-26863 135 24 university university PROPN crl-26863 135 25 of of ADP crl-26863 135 26 michigan michigan PROPN crl-26863 135 27 in in ADP crl-26863 135 28 general general ADJ crl-26863 135 29 , , PUNCT crl-26863 135 30 and and CCONJ crl-26863 135 31 by by ADP crl-26863 135 32 internet internet NOUN crl-26863 135 33 corporations corporation NOUN crl-26863 135 34 ( ( PUNCT crl-26863 135 35 scored score VERB crl-26863 135 36 as as ADP crl-26863 135 37 : : PUNCT crl-26863 135 38 1 1 NUM crl-26863 135 39 = = SYM crl-26863 135 40 not not PART crl-26863 135 41 at at ADV crl-26863 135 42 all all ADV crl-26863 135 43 concerned concerned ADJ crl-26863 135 44 ; ; PUNCT crl-26863 135 45 2 2 NUM crl-26863 135 46 = = SYM crl-26863 135 47 mildly mildly ADV crl-26863 135 48 concerned concern VERB crl-26863 135 49 ; ; PUNCT crl-26863 135 50 3 3 NUM crl-26863 135 51 = = SYM crl-26863 135 52 moderately moderately ADV crl-26863 135 53 concerned concern VERB crl-26863 135 54 ; ; PUNCT crl-26863 135 55 4 4 NUM crl-26863 135 56 = = SYM crl-26863 135 57 very very ADV crl-26863 135 58 concerned concerned ADJ crl-26863 135 59 ) ) PUNCT crl-26863 135 60 . . PUNCT crl-26863 136 1 choices choice NOUN crl-26863 136 2 about about ADP crl-26863 136 3 checkout checkout NOUN crl-26863 136 4 history history NOUN crl-26863 136 5 were be AUX crl-26863 136 6 analyzed analyze VERB crl-26863 136 7 in in ADP crl-26863 136 8 relation relation NOUN crl-26863 136 9 to to ADP crl-26863 136 10 these these DET crl-26863 136 11 three three NUM crl-26863 136 12 questions question NOUN crl-26863 136 13 about about ADP crl-26863 136 14 data datum NOUN crl-26863 136 15 mismanagement mismanagement NOUN crl-26863 136 16 using use VERB crl-26863 136 17 a a DET crl-26863 136 18 2 2 NUM crl-26863 136 19 ( ( PUNCT crl-26863 136 20 choice choice NOUN crl-26863 136 21 groups group NOUN crl-26863 136 22 ) ) PUNCT crl-26863 136 23 ✕ ✕ NUM crl-26863 136 24 3 3 NUM crl-26863 136 25 ( ( PUNCT crl-26863 136 26 target target NOUN crl-26863 136 27 of of ADP crl-26863 136 28 concern concern NOUN crl-26863 136 29 ) ) PUNCT crl-26863 136 30 mixed mix VERB crl-26863 136 31 - - PUNCT crl-26863 136 32 measures measure NOUN crl-26863 136 33 anova anova PROPN crl-26863 136 34 , , PUNCT crl-26863 136 35 with with ADP crl-26863 136 36 choice choice NOUN crl-26863 136 37 as as ADP crl-26863 136 38 the the DET crl-26863 136 39 betweensubjects betweensubject NOUN crl-26863 136 40 variable variable NOUN crl-26863 136 41 and and CCONJ crl-26863 136 42 the the DET crl-26863 136 43 concern concern NOUN crl-26863 136 44 questions question NOUN crl-26863 136 45 as as ADP crl-26863 136 46 the the DET crl-26863 136 47 within within NOUN crl-26863 136 48 - - PUNCT crl-26863 136 49 subjects subject NOUN crl-26863 136 50 variables variable NOUN crl-26863 136 51 ( ( PUNCT crl-26863 136 52 see see VERB crl-26863 136 53 figure figure NOUN crl-26863 136 54 1 1 NUM crl-26863 136 55 ) ) PUNCT crl-26863 136 56 . . PUNCT crl-26863 137 1 figure figure VERB crl-26863 137 2 1 1 NUM crl-26863 137 3 highlights highlight NOUN crl-26863 137 4 that that PRON crl-26863 137 5 concern concern NOUN crl-26863 137 6 about about ADP crl-26863 137 7 data datum NOUN crl-26863 137 8 mismanagement mismanagement NOUN crl-26863 137 9 was be AUX crl-26863 137 10 stronger strong ADJ crl-26863 137 11 in in ADP crl-26863 137 12 the the DET crl-26863 137 13 group group NOUN crl-26863 137 14 that that PRON crl-26863 137 15 did do AUX crl-26863 137 16 n’t not PART crl-26863 137 17 want want VERB crl-26863 137 18 a a DET crl-26863 137 19 checkout checkout NOUN crl-26863 137 20 history history NOUN crl-26863 137 21 , , PUNCT crl-26863 137 22 compared compare VERB crl-26863 137 23 to to ADP crl-26863 137 24 the the DET crl-26863 137 25 group group NOUN crl-26863 137 26 that that PRON crl-26863 137 27 did do VERB crl-26863 137 28 . . PUNCT crl-26863 138 1 the the DET crl-26863 138 2 figure figure NOUN crl-26863 138 3 also also ADV crl-26863 138 4 indicates indicate VERB crl-26863 138 5 * * NOUN crl-26863 138 6     SPACE crl-26863 138 7 fisher fisher PROPN crl-26863 138 8 ’s ’s PART crl-26863 138 9 exact exact ADJ crl-26863 138 10 test test NOUN crl-26863 138 11 was be AUX crl-26863 138 12 used use VERB crl-26863 138 13 due due ADP crl-26863 138 14 to to ADP crl-26863 138 15 low low ADJ crl-26863 138 16 expected expect VERB crl-26863 138 17 cell cell NOUN crl-26863 138 18 counts count NOUN crl-26863 138 19 ( ( PUNCT crl-26863 138 20 n n CCONJ crl-26863 138 21 < < X crl-26863 138 22 5 5 NUM crl-26863 138 23 ) ) PUNCT crl-26863 138 24 . . PUNCT crl-26863 139 1 here here ADV crl-26863 139 2 and and CCONJ crl-26863 139 3 elsewhere elsewhere ADV crl-26863 139 4 , , PUNCT crl-26863 139 5 measures measure NOUN crl-26863 139 6 were be AUX crl-26863 139 7 taken take VERB crl-26863 139 8 to to PART crl-26863 139 9 use use VERB crl-26863 139 10 appropriate appropriate ADJ crl-26863 139 11 analyses analysis NOUN crl-26863 139 12 for for ADP crl-26863 139 13 the the DET crl-26863 139 14 very very ADV crl-26863 139 15 uneven uneven ADJ crl-26863 139 16 groups group NOUN crl-26863 139 17 sizes size NOUN crl-26863 139 18 in in ADP crl-26863 139 19 our our PRON crl-26863 139 20 sample sample NOUN crl-26863 139 21 , , PUNCT crl-26863 139 22 with with ADP crl-26863 139 23 those those PRON crl-26863 139 24 electing elect VERB crl-26863 139 25 to to PART crl-26863 139 26 have have VERB crl-26863 139 27 a a DET crl-26863 139 28 checkout checkout NOUN crl-26863 139 29 history history NOUN crl-26863 139 30 far far ADV crl-26863 139 31 outnumbering outnumber VERB crl-26863 139 32 those those PRON crl-26863 139 33 who who PRON crl-26863 139 34 did do VERB crl-26863 139 35 not not PART crl-26863 139 36 . . PUNCT crl-26863 140 1 figure figure VERB crl-26863 140 2 1 1 NUM crl-26863 140 3 relation relation NOUN crl-26863 140 4 between between ADP crl-26863 140 5 data datum NOUN crl-26863 140 6 management management NOUN crl-26863 140 7 concerns concern NOUN crl-26863 140 8 and and CCONJ crl-26863 140 9 checkout checkout NOUN crl-26863 140 10 history history NOUN crl-26863 140 11 retention retention NOUN crl-26863 140 12 choices choice NOUN crl-26863 140 13 670 670 NUM crl-26863 140 14 college college PROPN crl-26863 140 15 & & CCONJ crl-26863 140 16 research research PROPN crl-26863 140 17 libraries library NOUN crl-26863 140 18 july july PROPN crl-26863 140 19 2025 2025 NUM crl-26863 140 20 that that PRON crl-26863 140 21 data datum NOUN crl-26863 140 22 mismanagement mismanagement NOUN crl-26863 140 23 concerns concern NOUN crl-26863 140 24 are be AUX crl-26863 140 25 least least ADV crl-26863 140 26 strong strong ADJ crl-26863 140 27 for for ADP crl-26863 140 28 the the DET crl-26863 140 29 library library NOUN crl-26863 140 30 , , PUNCT crl-26863 140 31 stronger strong ADJ crl-26863 140 32 for for ADP crl-26863 140 33 the the DET crl-26863 140 34 university university PROPN crl-26863 140 35 of of ADP crl-26863 140 36 michigan michigan PROPN crl-26863 140 37 in in ADP crl-26863 140 38 general general ADJ crl-26863 140 39 , , PUNCT crl-26863 140 40 and and CCONJ crl-26863 140 41 stronger strong ADJ crl-26863 140 42 still still ADV crl-26863 140 43 for for ADP crl-26863 140 44 internet internet NOUN crl-26863 140 45 companies company NOUN crl-26863 140 46 . . PUNCT crl-26863 141 1 this this PRON crl-26863 141 2 is be AUX crl-26863 141 3 in in ADP crl-26863 141 4 accord accord NOUN crl-26863 141 5 with with ADP crl-26863 141 6 the the DET crl-26863 141 7 results result NOUN crl-26863 141 8 of of ADP crl-26863 141 9 the the DET crl-26863 141 10 anova anova PROPN crl-26863 141 11 , , PUNCT crl-26863 141 12 which which PRON crl-26863 141 13 yielded yield VERB crl-26863 141 14 significant significant ADJ crl-26863 141 15 main main ADJ crl-26863 141 16 effects effect NOUN crl-26863 141 17 of of ADP crl-26863 141 18 both both DET crl-26863 141 19 choice choice NOUN crl-26863 141 20 group group NOUN crl-26863 141 21 ( ( PUNCT crl-26863 141 22 f f PROPN crl-26863 141 23 ( ( PUNCT crl-26863 141 24 1,468 1,468 NUM crl-26863 141 25 ) ) PUNCT crl-26863 141 26 = = PUNCT crl-26863 142 1 67.15 67.15 NUM crl-26863 142 2 , , PUNCT crl-26863 142 3 p p X crl-26863 142 4 < < X crl-26863 142 5 .001 .001 NUM crl-26863 142 6 , , PUNCT crl-26863 142 7 pη pη ADP crl-26863 142 8 2 2 NUM crl-26863 142 9 = = SYM crl-26863 142 10 .13 .13 NUM crl-26863 142 11 ) ) PUNCT crl-26863 142 12 and and CCONJ crl-26863 142 13 target target NOUN crl-26863 142 14 of of ADP crl-26863 142 15 concern concern NOUN crl-26863 142 16 ( ( PUNCT crl-26863 142 17 f f PROPN crl-26863 142 18 ( ( PUNCT crl-26863 142 19 2,936 2,936 NUM crl-26863 142 20 ) ) PUNCT crl-26863 142 21 = = PUNCT crl-26863 143 1 262.15 262.15 NUM crl-26863 143 2 , , PUNCT crl-26863 143 3 p p X crl-26863 143 4 < < X crl-26863 143 5 .001 .001 NUM crl-26863 143 6 , , PUNCT crl-26863 143 7 pη pη ADP crl-26863 143 8 2 2 NUM crl-26863 143 9 = = SYM crl-26863 143 10 .36 .36 NUM crl-26863 143 11 ) ) PUNCT crl-26863 143 12 . . PUNCT crl-26863 144 1 further far ADV crl-26863 144 2 , , PUNCT crl-26863 144 3 there there PRON crl-26863 144 4 was be VERB crl-26863 144 5 a a DET crl-26863 144 6 significant significant ADJ crl-26863 144 7 choice choice NOUN crl-26863 144 8 group group NOUN crl-26863 144 9 ✕ ✕ NUM crl-26863 144 10 target target NOUN crl-26863 144 11 of of ADP crl-26863 144 12 concern concern NOUN crl-26863 144 13 interaction interaction NOUN crl-26863 144 14 ( ( PUNCT crl-26863 144 15 f f PROPN crl-26863 144 16 ( ( PUNCT crl-26863 144 17 2,936 2,936 NUM crl-26863 144 18 ) ) PUNCT crl-26863 144 19 = = NOUN crl-26863 144 20 2.24 2.24 NUM crl-26863 144 21 , , PUNCT crl-26863 144 22 p p X crl-26863 144 23 = = NOUN crl-26863 144 24 .002 .002 NUM crl-26863 144 25 , , PUNCT crl-26863 144 26 pη pη ADP crl-26863 144 27 2 2 NUM crl-26863 144 28 = = SYM crl-26863 144 29 .01 .01 NUM crl-26863 144 30 ) ) PUNCT crl-26863 144 31 . . PUNCT crl-26863 145 1 the the DET crl-26863 145 2 nature nature NOUN crl-26863 145 3 of of ADP crl-26863 145 4 this this DET crl-26863 145 5 interaction interaction NOUN crl-26863 145 6 was be AUX crl-26863 145 7 clarified clarify VERB crl-26863 145 8 via via ADP crl-26863 145 9 analyses analysis NOUN crl-26863 145 10 of of ADP crl-26863 145 11 simple simple ADJ crl-26863 145 12 effects effect NOUN crl-26863 145 13 . . PUNCT crl-26863 146 1 the the DET crl-26863 146 2 results result NOUN crl-26863 146 3 of of ADP crl-26863 146 4 these these DET crl-26863 146 5 post post X crl-26863 146 6 hoc hoc X crl-26863 146 7 pairwise pairwise NOUN crl-26863 146 8 contrasts contrast NOUN crl-26863 146 9 indicated indicate VERB crl-26863 146 10 that that SCONJ crl-26863 146 11 : : PUNCT crl-26863 146 12 • • ADP crl-26863 146 13 the the DET crl-26863 146 14 group group NOUN crl-26863 146 15 that that PRON crl-26863 146 16 wanted want VERB crl-26863 146 17 to to PART crl-26863 146 18 retain retain VERB crl-26863 146 19 a a DET crl-26863 146 20 checkout checkout NOUN crl-26863 146 21 history history NOUN crl-26863 146 22 rated rate VERB crl-26863 146 23 their their PRON crl-26863 146 24 data datum NOUN crl-26863 146 25 mismanagement mismanagement NOUN crl-26863 146 26 concerns concern NOUN crl-26863 146 27 as as ADP crl-26863 146 28 significantly significantly ADV crl-26863 146 29 lower low ADJ crl-26863 146 30 than than ADP crl-26863 146 31 the the DET crl-26863 146 32 opt opt VERB crl-26863 146 33 - - PUNCT crl-26863 146 34 out out ADP crl-26863 146 35 group group NOUN crl-26863 146 36 across across ADP crl-26863 146 37 all all DET crl-26863 146 38 three three NUM crl-26863 146 39 questions question NOUN crl-26863 146 40 ( ( PUNCT crl-26863 146 41 i.e. i.e. X crl-26863 146 42 , , PUNCT crl-26863 146 43 about about ADP crl-26863 146 44 the the DET crl-26863 146 45 library library NOUN crl-26863 146 46 , , PUNCT crl-26863 146 47 the the DET crl-26863 146 48 university university PROPN crl-26863 146 49 of of ADP crl-26863 146 50 michigan michigan PROPN crl-26863 146 51 , , PUNCT crl-26863 146 52 and and CCONJ crl-26863 146 53 internet internet NOUN crl-26863 146 54 corporations corporation NOUN crl-26863 146 55 ) ) PUNCT crl-26863 146 56 , , PUNCT crl-26863 146 57 all all DET crl-26863 146 58 p p NOUN crl-26863 146 59 - - PUNCT crl-26863 146 60 values value NOUN crl-26863 146 61 < < X crl-26863 146 62 .001 .001 NUM crl-26863 146 63 . . PUNCT crl-26863 147 1 • • NUM crl-26863 147 2 the the DET crl-26863 147 3 group group NOUN crl-26863 147 4 that that PRON crl-26863 147 5 wanted want VERB crl-26863 147 6 a a DET crl-26863 147 7 checkout checkout NOUN crl-26863 147 8 history history NOUN crl-26863 147 9 viewed view VERB crl-26863 147 10 the the DET crl-26863 147 11 library library NOUN crl-26863 147 12 with with ADP crl-26863 147 13 least least ADJ crl-26863 147 14 concern concern NOUN crl-26863 147 15 ( ( PUNCT crl-26863 147 16 m m NOUN crl-26863 147 17 = = NOUN crl-26863 147 18 1.42 1.42 NUM crl-26863 147 19 ) ) PUNCT crl-26863 147 20 , , PUNCT crl-26863 147 21 the the DET crl-26863 147 22 university university NOUN crl-26863 147 23 with with ADP crl-26863 147 24 an an DET crl-26863 147 25 intermediate intermediate ADJ crl-26863 147 26 level level NOUN crl-26863 147 27 of of ADP crl-26863 147 28 concern concern NOUN crl-26863 147 29 ( ( PUNCT crl-26863 147 30 m m NOUN crl-26863 147 31 = = NOUN crl-26863 147 32 1.86 1.86 NUM crl-26863 147 33 ) ) PUNCT crl-26863 147 34 , , PUNCT crl-26863 147 35 and and CCONJ crl-26863 147 36 internet internet NOUN crl-26863 147 37 corporations corporation NOUN crl-26863 147 38 with with ADP crl-26863 147 39 the the DET crl-26863 147 40 most most ADJ crl-26863 147 41 concern concern NOUN crl-26863 147 42 ( ( PUNCT crl-26863 147 43 m m NOUN crl-26863 147 44 = = NOUN crl-26863 147 45 3.12 3.12 NUM crl-26863 147 46 ) ) PUNCT crl-26863 147 47 ; ; PUNCT crl-26863 147 48 all all DET crl-26863 147 49 differences difference NOUN crl-26863 147 50 were be AUX crl-26863 147 51 significant significant ADJ crl-26863 147 52 , , PUNCT crl-26863 147 53 and and CCONJ crl-26863 147 54 all all DET crl-26863 147 55 p p NOUN crl-26863 147 56 - - PUNCT crl-26863 147 57 values value NOUN crl-26863 147 58 < < X crl-26863 147 59 .001 .001 NUM crl-26863 147 60 . . PUNCT crl-26863 148 1 • • NUM crl-26863 148 2 the the DET crl-26863 148 3 group group NOUN crl-26863 148 4 that that PRON crl-26863 148 5 did do AUX crl-26863 148 6 not not PART crl-26863 148 7 want want VERB crl-26863 148 8 a a DET crl-26863 148 9 checkout checkout NOUN crl-26863 148 10 history history NOUN crl-26863 148 11 viewed view VERB crl-26863 148 12 data datum NOUN crl-26863 148 13 mismanagement mismanagement NOUN crl-26863 148 14 risks risk NOUN crl-26863 148 15 at at ADP crl-26863 148 16 internet internet NOUN crl-26863 148 17 companies company NOUN crl-26863 148 18 with with ADP crl-26863 148 19 more more ADJ crl-26863 148 20 concern concern NOUN crl-26863 148 21 ( ( PUNCT crl-26863 148 22 m m NOUN crl-26863 148 23 = = NOUN crl-26863 148 24 3.71 3.71 NUM crl-26863 148 25 ) ) PUNCT crl-26863 148 26 than than ADP crl-26863 148 27 the the DET crl-26863 148 28 university university NOUN crl-26863 148 29 library library NOUN crl-26863 148 30 ( ( PUNCT crl-26863 148 31 m m NOUN crl-26863 148 32 = = NOUN crl-26863 148 33 2.61 2.61 NUM crl-26863 148 34 ) ) PUNCT crl-26863 148 35 or or CCONJ crl-26863 148 36 the the DET crl-26863 148 37 university university NOUN crl-26863 148 38 of of ADP crl-26863 148 39 michigan michigan PROPN crl-26863 148 40 in in ADP crl-26863 148 41 general general ADJ crl-26863 148 42 ( ( PUNCT crl-26863 148 43 m m PROPN crl-26863 148 44 = = NOUN crl-26863 148 45 2.49 2.49 NUM crl-26863 148 46 ) ) PUNCT crl-26863 148 47 , , PUNCT crl-26863 148 48 both both PRON crl-26863 148 49 p p NOUN crl-26863 148 50 - - PUNCT crl-26863 148 51 values value NOUN crl-26863 148 52 < < X crl-26863 148 53 .001 .001 NUM crl-26863 148 54 . . PUNCT crl-26863 149 1 the the DET crl-26863 149 2 group group NOUN crl-26863 149 3 that that PRON crl-26863 149 4 did do AUX crl-26863 149 5 not not PART crl-26863 149 6 want want VERB crl-26863 149 7 a a DET crl-26863 149 8 checkout checkout NOUN crl-26863 149 9 history history NOUN crl-26863 149 10 , , PUNCT crl-26863 149 11 unlike unlike ADP crl-26863 149 12 the the DET crl-26863 149 13 group group NOUN crl-26863 149 14 that that PRON crl-26863 149 15 did do VERB crl-26863 149 16 , , PUNCT crl-26863 149 17 made make VERB crl-26863 149 18 no no DET crl-26863 149 19 significant significant ADJ crl-26863 149 20 differentiation differentiation NOUN crl-26863 149 21 between between ADP crl-26863 149 22 the the DET crl-26863 149 23 library library NOUN crl-26863 149 24 and and CCONJ crl-26863 149 25 the the DET crl-26863 149 26 university university NOUN crl-26863 149 27 more more ADV crl-26863 149 28 broadly broadly ADV crl-26863 149 29 regarding regard VERB crl-26863 149 30 data datum NOUN crl-26863 149 31 mismanagement mismanagement NOUN crl-26863 149 32 risk risk NOUN crl-26863 149 33 . . PUNCT crl-26863 150 1 this this PRON crl-26863 150 2 led lead VERB crl-26863 150 3 to to ADP crl-26863 150 4 the the DET crl-26863 150 5 significant significant ADJ crl-26863 150 6 interaction interaction NOUN crl-26863 150 7 effect effect NOUN crl-26863 150 8 reported report VERB crl-26863 150 9 above above ADV crl-26863 150 10 . . PUNCT crl-26863 151 1 checkout checkout NOUN crl-26863 151 2 history history NOUN crl-26863 151 3 choice choice NOUN crl-26863 151 4 and and CCONJ crl-26863 151 5 prior prior ADJ crl-26863 151 6 use use NOUN crl-26863 151 7 of of ADP crl-26863 151 8 checkout checkout NOUN crl-26863 151 9 history history NOUN crl-26863 151 10 we we PRON crl-26863 151 11 next next ADV crl-26863 151 12 examined examine VERB crl-26863 151 13 potential potential ADJ crl-26863 151 14 links link NOUN crl-26863 151 15 between between ADP crl-26863 151 16 checkout checkout NOUN crl-26863 151 17 history history NOUN crl-26863 151 18 choice choice NOUN crl-26863 151 19 and and CCONJ crl-26863 151 20 whether whether SCONJ crl-26863 151 21 people people NOUN crl-26863 151 22 were be AUX crl-26863 151 23 aware aware ADJ crl-26863 151 24 of of ADP crl-26863 151 25 and and CCONJ crl-26863 151 26 used use VERB crl-26863 151 27 their their PRON crl-26863 151 28 checkout checkout NOUN crl-26863 151 29 histories history NOUN crl-26863 151 30 prior prior ADV crl-26863 151 31 to to ADP crl-26863 151 32 making make VERB crl-26863 151 33 their their PRON crl-26863 151 34 choice choice NOUN crl-26863 151 35 ; ; PUNCT crl-26863 151 36 these these DET crl-26863 151 37 analyses analysis NOUN crl-26863 151 38 were be AUX crl-26863 151 39 limited limit VERB crl-26863 151 40 to to ADP crl-26863 151 41 people people NOUN crl-26863 151 42 who who PRON crl-26863 151 43 had have VERB crl-26863 151 44 an an DET crl-26863 151 45 existing exist VERB crl-26863 151 46 history history NOUN crl-26863 151 47 that that PRON crl-26863 151 48 they they PRON crl-26863 151 49 chose choose VERB crl-26863 151 50 to to PART crl-26863 151 51 retain retain VERB crl-26863 151 52 or or CCONJ crl-26863 151 53 delete delete ADJ crl-26863 151 54 . . PUNCT crl-26863 152 1 of of ADP crl-26863 152 2 the the DET crl-26863 152 3 whole whole ADJ crl-26863 152 4 group group NOUN crl-26863 152 5 of of ADP crl-26863 152 6 286 286 NUM crl-26863 152 7 people people NOUN crl-26863 152 8 in in ADP crl-26863 152 9 this this DET crl-26863 152 10 analysis analysis NOUN crl-26863 152 11 , , PUNCT crl-26863 152 12 186 186 NUM crl-26863 152 13 ( ( PUNCT crl-26863 152 14 65 65 NUM crl-26863 152 15 % % NOUN crl-26863 152 16 ) ) PUNCT crl-26863 152 17 had have AUX crl-26863 152 18 been be AUX crl-26863 152 19 aware aware ADJ crl-26863 152 20 of of ADP crl-26863 152 21 their their PRON crl-26863 152 22 checkout checkout NOUN crl-26863 152 23 histories history NOUN crl-26863 152 24 , , PUNCT crl-26863 152 25 compared compare VERB crl-26863 152 26 to to ADP crl-26863 152 27 100 100 NUM crl-26863 152 28 ( ( PUNCT crl-26863 152 29 35 35 NUM crl-26863 152 30 % % NOUN crl-26863 152 31 ) ) PUNCT crl-26863 152 32 who who PRON crl-26863 152 33 had have VERB crl-26863 152 34 not not PART crl-26863 152 35 . . PUNCT crl-26863 153 1 within within ADP crl-26863 153 2 the the DET crl-26863 153 3 ‘ ' PUNCT crl-26863 153 4 keep keep VERB crl-26863 153 5 history history NOUN crl-26863 153 6 ’ ' PUNCT crl-26863 153 7 group group NOUN crl-26863 153 8 , , PUNCT crl-26863 153 9 65.0 65.0 NUM crl-26863 153 10 % % NOUN crl-26863 153 11 were be AUX crl-26863 153 12 aware aware ADJ crl-26863 153 13 they they PRON crl-26863 153 14 had have VERB crl-26863 153 15 a a DET crl-26863 153 16 history history NOUN crl-26863 153 17 , , PUNCT crl-26863 153 18 and and CCONJ crl-26863 153 19 within within ADP crl-26863 153 20 the the DET crl-26863 153 21 ‘ ' PUNCT crl-26863 153 22 do do AUX crl-26863 153 23 n’t not PART crl-26863 153 24 keep keep VERB crl-26863 153 25 ’ ' PUNCT crl-26863 153 26 group group NOUN crl-26863 153 27 , , PUNCT crl-26863 153 28 65.4 65.4 NUM crl-26863 153 29 % % NOUN crl-26863 153 30 had have VERB crl-26863 153 31 this this DET crl-26863 153 32 awareness awareness NOUN crl-26863 153 33 . . PUNCT crl-26863 154 1 thus thus ADV crl-26863 154 2 , , PUNCT crl-26863 154 3 the the DET crl-26863 154 4 groups group NOUN crl-26863 154 5 were be AUX crl-26863 154 6 essentially essentially ADV crl-26863 154 7 the the DET crl-26863 154 8 same same ADJ crl-26863 154 9 regarding regard VERB crl-26863 154 10 awareness awareness NOUN crl-26863 154 11 , , PUNCT crl-26863 154 12 𝜒2 𝜒2 VERB crl-26863 154 13 ( ( PUNCT crl-26863 154 14 1 1 NUM crl-26863 154 15 , , PUNCT crl-26863 154 16 286 286 NUM crl-26863 154 17 ) ) PUNCT crl-26863 154 18 = = SYM crl-26863 154 19 0.002 0.002 NUM crl-26863 154 20 , , PUNCT crl-26863 154 21 p p X crl-26863 154 22 = = SYM crl-26863 154 23 .97 .97 X crl-26863 154 24 . . PUNCT crl-26863 155 1 we we PRON crl-26863 155 2 also also ADV crl-26863 155 3 investigated investigate VERB crl-26863 155 4 whether whether SCONJ crl-26863 155 5 awareness awareness NOUN crl-26863 155 6 of of ADP crl-26863 155 7 a a DET crl-26863 155 8 prior prior ADJ crl-26863 155 9 checkout checkout NOUN crl-26863 155 10 history history NOUN crl-26863 155 11 was be AUX crl-26863 155 12 associated associate VERB crl-26863 155 13 with with ADP crl-26863 155 14 campus campus NOUN crl-26863 155 15 role role NOUN crl-26863 155 16 ; ; PUNCT crl-26863 155 17 there there PRON crl-26863 155 18 were be VERB crl-26863 155 19 no no DET crl-26863 155 20 differences difference NOUN crl-26863 155 21 that that PRON crl-26863 155 22 rose rise VERB crl-26863 155 23 to to ADP crl-26863 155 24 significance significance NOUN crl-26863 155 25 in in ADP crl-26863 155 26 an an DET crl-26863 155 27 initial initial ADJ crl-26863 155 28 chi chi PROPN crl-26863 155 29 square square PROPN crl-26863 155 30 test test NOUN crl-26863 155 31 , , PUNCT crl-26863 155 32 𝜒2 𝜒2 VERB crl-26863 155 33 ( ( PUNCT crl-26863 155 34 3 3 NUM crl-26863 155 35 , , PUNCT crl-26863 155 36 250 250 NUM crl-26863 155 37 ) ) PUNCT crl-26863 155 38 = = SYM crl-26863 156 1 6.61 6.61 NUM crl-26863 156 2 , , PUNCT crl-26863 156 3 p p NOUN crl-26863 156 4 = = SYM crl-26863 156 5 .09 .09 NUM crl-26863 156 6 . . PUNCT crl-26863 157 1 those those PRON crl-26863 157 2 who who PRON crl-26863 157 3 did do AUX crl-26863 157 4 have have VERB crl-26863 157 5 an an DET crl-26863 157 6 awareness awareness NOUN crl-26863 157 7 of of ADP crl-26863 157 8 their their PRON crl-26863 157 9 existing exist VERB crl-26863 157 10 checkout checkout NOUN crl-26863 157 11 histories history NOUN crl-26863 157 12 were be AUX crl-26863 157 13 then then ADV crl-26863 157 14 asked ask VERB crl-26863 157 15 how how SCONJ crl-26863 157 16 often often ADV crl-26863 157 17 they they PRON crl-26863 157 18 referred refer VERB crl-26863 157 19 to to ADP crl-26863 157 20 it it PRON crl-26863 157 21 or or CCONJ crl-26863 157 22 used use VERB crl-26863 157 23 it it PRON crl-26863 157 24 in in ADP crl-26863 157 25 some some DET crl-26863 157 26 way way NOUN crl-26863 157 27 . . PUNCT crl-26863 158 1 we we PRON crl-26863 158 2 were be AUX crl-26863 158 3 interested interested ADJ crl-26863 158 4 in in ADP crl-26863 158 5 whether whether SCONJ crl-26863 158 6 those those PRON crl-26863 158 7 who who PRON crl-26863 158 8 chose choose VERB crl-26863 158 9 to to PART crl-26863 158 10 keep keep VERB crl-26863 158 11 their their PRON crl-26863 158 12 histories history NOUN crl-26863 158 13 had have AUX crl-26863 158 14 made make VERB crl-26863 158 15 more more ADJ crl-26863 158 16 use use NOUN crl-26863 158 17 of of ADP crl-26863 158 18 them they PRON crl-26863 158 19 compared compare VERB crl-26863 158 20 to to ADP crl-26863 158 21 those those PRON crl-26863 158 22 who who PRON crl-26863 158 23 did do AUX crl-26863 158 24 not not PART crl-26863 158 25 to to PART crl-26863 158 26 retain retain VERB crl-26863 158 27 a a DET crl-26863 158 28 checkout checkout NOUN crl-26863 158 29 history history NOUN crl-26863 158 30 . . PUNCT crl-26863 159 1 the the DET crl-26863 159 2 frequency frequency NOUN crl-26863 159 3 scale scale NOUN crl-26863 159 4 respondents respondent NOUN crl-26863 159 5 used use VERB crl-26863 159 6 ranged range VERB crl-26863 159 7 from from ADP crl-26863 159 8 1 1 NUM crl-26863 159 9 ( ( PUNCT crl-26863 159 10 never never ADV crl-26863 159 11 ) ) PUNCT crl-26863 159 12 to to ADP crl-26863 159 13 6 6 NUM crl-26863 159 14 ( ( PUNCT crl-26863 159 15 about about ADV crl-26863 159 16 once once ADV crl-26863 159 17 a a DET crl-26863 159 18 week week NOUN crl-26863 159 19 or or CCONJ crl-26863 159 20 more more ADJ crl-26863 159 21 ) ) PUNCT crl-26863 159 22 ; ; PUNCT crl-26863 159 23 all all DET crl-26863 159 24 the the DET crl-26863 159 25 scale scale NOUN crl-26863 159 26 points point NOUN crl-26863 159 27 were be AUX crl-26863 159 28 anchored anchor VERB crl-26863 159 29 with with ADP crl-26863 159 30 frequency frequency NOUN crl-26863 159 31 labels label NOUN crl-26863 159 32 , , PUNCT crl-26863 159 33 available available ADJ crl-26863 159 34 in in ADP crl-26863 159 35 appendix appendix ADJ crl-26863 159 36 a. a. NOUN crl-26863 159 37 on on ADP crl-26863 159 38 average average ADJ crl-26863 159 39 , , PUNCT crl-26863 159 40 those those PRON crl-26863 159 41 who who PRON crl-26863 159 42 wanted want VERB crl-26863 159 43 to to PART crl-26863 159 44 retain retain VERB crl-26863 159 45 their their PRON crl-26863 159 46 checkout checkout NOUN crl-26863 159 47 histories history NOUN crl-26863 159 48 used use VERB crl-26863 159 49 their their PRON crl-26863 159 50 histories history NOUN crl-26863 159 51 ‘ ' PUNCT crl-26863 159 52 no no PRON crl-26863 159 53 more more ADJ crl-26863 159 54 than than ADP crl-26863 159 55 a a DET crl-26863 159 56 few few ADJ crl-26863 159 57 times time NOUN crl-26863 159 58 ’ ' PUNCT crl-26863 159 59 per per ADP crl-26863 159 60 year year NOUN crl-26863 159 61 ( ( PUNCT crl-26863 159 62 m m PROPN crl-26863 159 63 = = NOUN crl-26863 159 64 2.27 2.27 NUM crl-26863 159 65 ) ) PUNCT crl-26863 159 66 , , PUNCT crl-26863 159 67 while while SCONJ crl-26863 159 68 the the DET crl-26863 159 69 group group NOUN crl-26863 159 70 that that PRON crl-26863 159 71 did do AUX crl-26863 159 72 not not PART crl-26863 159 73 want want VERB crl-26863 159 74 their their PRON crl-26863 159 75 histories history NOUN crl-26863 159 76 used use VERB crl-26863 159 77 them they PRON crl-26863 159 78 closer close ADV crl-26863 159 79 to to PART crl-26863 159 80 ‘ ' PUNCT crl-26863 159 81 never never ADV crl-26863 159 82 ’ ' PUNCT crl-26863 159 83 ( ( PUNCT crl-26863 159 84 m m NOUN crl-26863 159 85 = = NOUN crl-26863 159 86 1.40 1.40 NUM crl-26863 159 87 ) ) PUNCT crl-26863 159 88 . . PUNCT crl-26863 160 1 although although SCONJ crl-26863 160 2 neither neither DET crl-26863 160 3 group group NOUN crl-26863 160 4 used use VERB crl-26863 160 5 their their PRON crl-26863 160 6 histories history NOUN crl-26863 160 7 often often ADV crl-26863 160 8 , , PUNCT crl-26863 160 9 the the DET crl-26863 160 10 group group NOUN crl-26863 160 11 that that PRON crl-26863 160 12 wanted want VERB crl-26863 160 13 their their PRON crl-26863 160 14 histories history NOUN crl-26863 160 15 retained retain VERB crl-26863 160 16 had have AUX crl-26863 160 17 indeed indeed ADV crl-26863 160 18 made make VERB crl-26863 160 19 more more ADJ crl-26863 160 20 use use NOUN crl-26863 160 21 of of ADP crl-26863 160 22 them they PRON crl-26863 160 23 in in ADP crl-26863 160 24 the the DET crl-26863 160 25 past past NOUN crl-26863 160 26 , , PUNCT crl-26863 160 27 t t PROPN crl-26863 160 28 ( ( PUNCT crl-26863 160 29 237 237 NUM crl-26863 160 30 ) ) PUNCT crl-26863 161 1 = = SYM crl-26863 161 2 4.81 4.81 NUM crl-26863 161 3 , , PUNCT crl-26863 161 4 p p X crl-26863 161 5 < < X crl-26863 161 6 .001 .001 NUM crl-26863 161 7 . . PUNCT crl-26863 162 1 associations association NOUN crl-26863 162 2 with with ADP crl-26863 162 3 aspects aspect NOUN crl-26863 162 4 of of ADP crl-26863 162 5 social social ADJ crl-26863 162 6 identity identity NOUN crl-26863 162 7 we we PRON crl-26863 162 8 were be AUX crl-26863 162 9 also also ADV crl-26863 162 10 interested interested ADJ crl-26863 162 11 in in ADP crl-26863 162 12 whether whether SCONJ crl-26863 162 13 members member NOUN crl-26863 162 14 of of ADP crl-26863 162 15 groups group NOUN crl-26863 162 16 that that PRON crl-26863 162 17 have have AUX crl-26863 162 18 been be AUX crl-26863 162 19 historically historically ADV crl-26863 162 20 and and CCONJ crl-26863 162 21 are be AUX crl-26863 162 22 currently currently ADV crl-26863 162 23 underrepresented underrepresented ADJ crl-26863 162 24 and and CCONJ crl-26863 162 25 marginalized marginalize VERB crl-26863 162 26 at at ADP crl-26863 162 27 colleges college NOUN crl-26863 162 28 and and CCONJ crl-26863 162 29 universities university NOUN crl-26863 162 30 would would AUX crl-26863 162 31 have have AUX crl-26863 162 32 different different ADJ crl-26863 162 33 checkout checkout NOUN crl-26863 162 34 history history NOUN crl-26863 162 35 preferences preference NOUN crl-26863 162 36 and and CCONJ crl-26863 162 37 different different ADJ crl-26863 162 38 levels level NOUN crl-26863 162 39 of of ADP crl-26863 162 40 institutional institutional ADJ crl-26863 162 41 trust trust NOUN crl-26863 162 42 , , PUNCT crl-26863 162 43 compared compare VERB crl-26863 162 44 to to ADP crl-26863 162 45 those those DET crl-26863 162 46 help help NOUN crl-26863 162 47 or or CCONJ crl-26863 162 48 hazard hazard NOUN crl-26863 162 49 671 671 NUM crl-26863 162 50 who who PRON crl-26863 162 51 are be AUX crl-26863 162 52 often often ADV crl-26863 162 53 well well ADV crl-26863 162 54 represented represent VERB crl-26863 162 55 on on ADP crl-26863 162 56 campus campus NOUN crl-26863 162 57 and and CCONJ crl-26863 162 58 in in ADP crl-26863 162 59 academic academic ADJ crl-26863 162 60 leadership leadership NOUN crl-26863 162 61 positions position NOUN crl-26863 162 62 ( ( PUNCT crl-26863 162 63 e.g. e.g. ADV crl-26863 162 64 , , PUNCT crl-26863 162 65 white white ADJ crl-26863 162 66 people people NOUN crl-26863 162 67 , , PUNCT crl-26863 162 68 straight straight ADJ crl-26863 162 69 people people NOUN crl-26863 162 70 , , PUNCT crl-26863 162 71 cis cis NOUN crl-26863 162 72 - - PUNCT crl-26863 162 73 males male NOUN crl-26863 162 74 , , PUNCT crl-26863 162 75 etc etc X crl-26863 162 76 . . X crl-26863 162 77 ) ) PUNCT crl-26863 162 78 . . PUNCT crl-26863 163 1 we we PRON crl-26863 163 2 found find VERB crl-26863 163 3 that that SCONJ crl-26863 163 4 91.7 91.7 NUM crl-26863 163 5 % % NOUN crl-26863 163 6 of of ADP crl-26863 163 7 respondents respondent NOUN crl-26863 163 8 who who PRON crl-26863 163 9 identified identify VERB crl-26863 163 10 as as ADP crl-26863 163 11 being be AUX crl-26863 163 12 in in ADP crl-26863 163 13 an an DET crl-26863 163 14 underrepresented underrepresented ADJ crl-26863 163 15 / / SYM crl-26863 163 16 marginalized marginalize VERB crl-26863 163 17 group group NOUN crl-26863 163 18 ( ( PUNCT crl-26863 163 19 n n NOUN crl-26863 163 20 = = SYM crl-26863 163 21 192 192 NUM crl-26863 163 22 ) ) PUNCT crl-26863 163 23 wanted want VERB crl-26863 163 24 a a DET crl-26863 163 25 checkout checkout NOUN crl-26863 163 26 history history NOUN crl-26863 163 27 , , PUNCT crl-26863 163 28 and and CCONJ crl-26863 163 29 93.0 93.0 NUM crl-26863 163 30 % % NOUN crl-26863 163 31 of of ADP crl-26863 163 32 those those PRON crl-26863 163 33 not not PART crl-26863 163 34 identifying identify VERB crl-26863 163 35 as as SCONJ crl-26863 163 36 such such ADJ crl-26863 163 37 wanted want VERB crl-26863 163 38 a a DET crl-26863 163 39 history history NOUN crl-26863 163 40 . . PUNCT crl-26863 164 1 this this DET crl-26863 164 2 difference difference NOUN crl-26863 164 3 was be AUX crl-26863 164 4 not not PART crl-26863 164 5 significant significant ADJ crl-26863 164 6 , , PUNCT crl-26863 164 7 𝜒2 𝜒2 NOUN crl-26863 164 8 ( ( PUNCT crl-26863 164 9 1 1 NUM crl-26863 164 10 , , PUNCT crl-26863 164 11 421 421 NUM crl-26863 164 12 ) ) PUNCT crl-26863 164 13 = = SYM crl-26863 164 14 0.27 0.27 NUM crl-26863 164 15 , , PUNCT crl-26863 164 16 p p X crl-26863 164 17 = = NOUN crl-26863 164 18 .60 .60 NUM crl-26863 164 19 . . PUNCT crl-26863 165 1 a a DET crl-26863 165 2 2 2 NUM crl-26863 165 3 ( ( PUNCT crl-26863 165 4 broad broad ADJ crl-26863 165 5 social social ADJ crl-26863 165 6 identity identity NOUN crl-26863 165 7 groupings grouping NOUN crl-26863 165 8 ) ) PUNCT crl-26863 165 9 × × NOUN crl-26863 165 10 3 3 NUM crl-26863 165 11 ( ( PUNCT crl-26863 165 12 target target NOUN crl-26863 165 13 institution institution NOUN crl-26863 165 14 in in ADP crl-26863 165 15 question question NOUN crl-26863 165 16 ) ) PUNCT crl-26863 165 17 mixed mixed ADJ crl-26863 165 18 - - PUNCT crl-26863 165 19 measures measure NOUN crl-26863 165 20 anova anova PROPN crl-26863 165 21 replicated replicate VERB crl-26863 165 22 the the DET crl-26863 165 23 significant significant ADJ crl-26863 165 24 finding finding NOUN crl-26863 165 25 ( ( PUNCT crl-26863 165 26 previously previously ADV crl-26863 165 27 reported report VERB crl-26863 165 28 ) ) PUNCT crl-26863 165 29 that that DET crl-26863 165 30 level level NOUN crl-26863 165 31 of of ADP crl-26863 165 32 trust trust NOUN crl-26863 165 33 depends depend VERB crl-26863 165 34 significantly significantly ADV crl-26863 165 35 on on ADP crl-26863 165 36 the the DET crl-26863 165 37 target target NOUN crl-26863 165 38 institution institution NOUN crl-26863 165 39 ( ( PUNCT crl-26863 165 40 e.g. e.g. ADV crl-26863 165 41 , , PUNCT crl-26863 165 42 the the DET crl-26863 165 43 library library NOUN crl-26863 165 44 , , PUNCT crl-26863 165 45 the the DET crl-26863 165 46 university university NOUN crl-26863 165 47 , , PUNCT crl-26863 165 48 internet internet NOUN crl-26863 165 49 companies company NOUN crl-26863 165 50 ) ) PUNCT crl-26863 165 51 . . PUNCT crl-26863 166 1 there there PRON crl-26863 166 2 was be VERB crl-26863 166 3 no no DET crl-26863 166 4 significant significant ADJ crl-26863 166 5 main main ADJ crl-26863 166 6 effect effect NOUN crl-26863 166 7 of of ADP crl-26863 166 8 being be AUX crl-26863 166 9 underrepresented underrepresented ADJ crl-26863 166 10 / / SYM crl-26863 166 11 marginalized marginalize VERB crl-26863 166 12 or or CCONJ crl-26863 166 13 not not PART crl-26863 166 14 ( ( PUNCT crl-26863 166 15 p p NOUN crl-26863 166 16 = = NOUN crl-26863 166 17 .37 .37 NUM crl-26863 166 18 ) ) PUNCT crl-26863 166 19 , , PUNCT crl-26863 166 20 nor nor CCONJ crl-26863 166 21 was be AUX crl-26863 166 22 there there PRON crl-26863 166 23 a a DET crl-26863 166 24 significant significant ADJ crl-26863 166 25 interaction interaction NOUN crl-26863 166 26 effect effect NOUN crl-26863 166 27 ( ( PUNCT crl-26863 166 28 p p X crl-26863 166 29 = = NOUN crl-26863 166 30 .62 .62 NUM crl-26863 166 31 ) ) PUNCT crl-26863 166 32 . . PUNCT crl-26863 167 1 thus thus ADV crl-26863 167 2 , , PUNCT crl-26863 167 3 concern concern NOUN crl-26863 167 4 about about ADP crl-26863 167 5 data datum NOUN crl-26863 167 6 privacy privacy NOUN crl-26863 167 7 was be AUX crl-26863 167 8 similar similar ADJ crl-26863 167 9 across across ADP crl-26863 167 10 the the DET crl-26863 167 11 two two NUM crl-26863 167 12 broad broad ADJ crl-26863 167 13 social social ADJ crl-26863 167 14 - - PUNCT crl-26863 167 15 identity identity NOUN crl-26863 167 16 groupings grouping NOUN crl-26863 167 17 , , PUNCT crl-26863 167 18 and and CCONJ crl-26863 167 19 the the DET crl-26863 167 20 groups group NOUN crl-26863 167 21 varied vary VERB crl-26863 167 22 similarly similarly ADV crl-26863 167 23 as as ADP crl-26863 167 24 a a DET crl-26863 167 25 function function NOUN crl-26863 167 26 of of ADP crl-26863 167 27 the the DET crl-26863 167 28 institution institution NOUN crl-26863 167 29 in in ADP crl-26863 167 30 question question NOUN crl-26863 167 31 . . PUNCT crl-26863 168 1 we we PRON crl-26863 168 2 then then ADV crl-26863 168 3 used use VERB crl-26863 168 4 the the DET crl-26863 168 5 available available ADJ crl-26863 168 6 institutional institutional ADJ crl-26863 168 7 data datum NOUN crl-26863 168 8 to to PART crl-26863 168 9 look look VERB crl-26863 168 10 specifically specifically ADV crl-26863 168 11 at at ADP crl-26863 168 12 the the DET crl-26863 168 13 roles role NOUN crl-26863 168 14 of of ADP crl-26863 168 15 race race NOUN crl-26863 168 16 and and CCONJ crl-26863 168 17 sex sex NOUN crl-26863 168 18 ( ( PUNCT crl-26863 168 19 i.e. i.e. X crl-26863 168 20 , , PUNCT crl-26863 168 21 the the DET crl-26863 168 22 binary binary ADJ crl-26863 168 23 variable variable NOUN crl-26863 168 24 in in ADP crl-26863 168 25 the the DET crl-26863 168 26 university university NOUN crl-26863 168 27 ’s ’s PART crl-26863 168 28 data datum NOUN crl-26863 168 29 warehouse warehouse NOUN crl-26863 168 30 ) ) PUNCT crl-26863 168 31 . . PUNCT crl-26863 169 1 first first ADV crl-26863 169 2 , , PUNCT crl-26863 169 3 although although SCONJ crl-26863 169 4 most most ADJ crl-26863 169 5 people people NOUN crl-26863 169 6 wanted want VERB crl-26863 169 7 a a DET crl-26863 169 8 checkout checkout NOUN crl-26863 169 9 history history NOUN crl-26863 169 10 , , PUNCT crl-26863 169 11 respondents respondent NOUN crl-26863 169 12 of of ADP crl-26863 169 13 color color NOUN crl-26863 169 14 ( ( PUNCT crl-26863 169 15 98.5 98.5 NUM crl-26863 169 16 % % NOUN crl-26863 169 17 of of ADP crl-26863 169 18 136 136 NUM crl-26863 169 19 people people NOUN crl-26863 169 20 ) ) PUNCT crl-26863 169 21 were be AUX crl-26863 169 22 more more ADV crl-26863 169 23 likely likely ADJ crl-26863 169 24 than than ADP crl-26863 169 25 white white ADJ crl-26863 169 26 respondents respondent NOUN crl-26863 169 27 ( ( PUNCT crl-26863 169 28 88.1 88.1 NUM crl-26863 169 29 % % NOUN crl-26863 169 30 of of ADP crl-26863 169 31 345 345 NUM crl-26863 169 32 people people NOUN crl-26863 169 33 ) ) PUNCT crl-26863 169 34 to to PART crl-26863 169 35 want want VERB crl-26863 169 36 a a DET crl-26863 169 37 checkout checkout NOUN crl-26863 169 38 history history NOUN crl-26863 169 39 , , PUNCT crl-26863 169 40 𝜒2 𝜒2 VERB crl-26863 169 41 ( ( PUNCT crl-26863 169 42 1 1 NUM crl-26863 169 43 , , PUNCT crl-26863 169 44 481 481 NUM crl-26863 169 45 ) ) PUNCT crl-26863 169 46 = = SYM crl-26863 169 47 12.99 12.99 NUM crl-26863 169 48 , , PUNCT crl-26863 169 49 p p X crl-26863 169 50 < < X crl-26863 169 51 .001 .001 NUM crl-26863 169 52 . . PUNCT crl-26863 170 1 when when SCONJ crl-26863 170 2 looking look VERB crl-26863 170 3 in in ADP crl-26863 170 4 a a DET crl-26863 170 5 more more ADV crl-26863 170 6 nuanced nuanced ADJ crl-26863 170 7 way way NOUN crl-26863 170 8 at at ADP crl-26863 170 9 race race NOUN crl-26863 170 10 , , PUNCT crl-26863 170 11 the the DET crl-26863 170 12 same same ADJ crl-26863 170 13 pattern pattern NOUN crl-26863 170 14 was be AUX crl-26863 170 15 found find VERB crl-26863 170 16 ( ( PUNCT crl-26863 170 17 see see VERB crl-26863 170 18 table table NOUN crl-26863 170 19 5 5 NUM crl-26863 170 20 ) ) PUNCT crl-26863 170 21 . . PUNCT crl-26863 171 1 finally finally ADV crl-26863 171 2 , , PUNCT crl-26863 171 3 there there PRON crl-26863 171 4 was be VERB crl-26863 171 5 not not PART crl-26863 171 6 an an DET crl-26863 171 7 association association NOUN crl-26863 171 8 between between ADP crl-26863 171 9 the the DET crl-26863 171 10 binary binary ADJ crl-26863 171 11 sex sex NOUN crl-26863 171 12 variable variable NOUN crl-26863 171 13 and and CCONJ crl-26863 171 14 checkout checkout NOUN crl-26863 171 15 history history NOUN crl-26863 171 16 choice choice NOUN crl-26863 171 17 . . PUNCT crl-26863 172 1 those those PRON crl-26863 172 2 listed list VERB crl-26863 172 3 as as ADP crl-26863 172 4 female female ADJ crl-26863 172 5 were be AUX crl-26863 172 6 as as ADV crl-26863 172 7 likely likely ADJ crl-26863 172 8 to to PART crl-26863 172 9 want want VERB crl-26863 172 10 a a DET crl-26863 172 11 checkout checkout NOUN crl-26863 172 12 history history NOUN crl-26863 172 13 ( ( PUNCT crl-26863 172 14 92.3 92.3 NUM crl-26863 172 15 % % NOUN crl-26863 172 16 of of ADP crl-26863 172 17 297 297 NUM crl-26863 172 18 people people NOUN crl-26863 172 19 ) ) PUNCT crl-26863 172 20 as as ADP crl-26863 172 21 those those PRON crl-26863 172 22 listed list VERB crl-26863 172 23 as as ADP crl-26863 172 24 male male NOUN crl-26863 172 25 ( ( PUNCT crl-26863 172 26 89.7 89.7 NUM crl-26863 172 27 % % NOUN crl-26863 172 28 of of ADP crl-26863 172 29 234 234 NUM crl-26863 172 30 people people NOUN crl-26863 172 31 ) ) PUNCT crl-26863 172 32 , , PUNCT crl-26863 172 33 𝜒2 𝜒2 NOUN crl-26863 172 34 ( ( PUNCT crl-26863 172 35 1 1 NUM crl-26863 172 36 , , PUNCT crl-26863 172 37 531 531 NUM crl-26863 172 38 ) ) PUNCT crl-26863 172 39 = = SYM crl-26863 172 40 1.02 1.02 NUM crl-26863 172 41 , , PUNCT crl-26863 172 42 p p X crl-26863 172 43 = = SYM crl-26863 172 44 .31 .31 NUM crl-26863 172 45 . . PUNCT crl-26863 173 1 reasoning reason VERB crl-26863 173 2 about about ADP crl-26863 173 3 checkout checkout NOUN crl-26863 173 4 history history NOUN crl-26863 173 5 choice choice NOUN crl-26863 173 6 central central ADJ crl-26863 173 7 to to ADP crl-26863 173 8 the the DET crl-26863 173 9 present present ADJ crl-26863 173 10 research research NOUN crl-26863 173 11 were be AUX crl-26863 173 12 the the DET crl-26863 173 13 open open ADV crl-26863 173 14 - - PUNCT crl-26863 173 15 ended end VERB crl-26863 173 16 questions question NOUN crl-26863 173 17 about about ADP crl-26863 173 18 why why SCONJ crl-26863 173 19 people people NOUN crl-26863 173 20 made make VERB crl-26863 173 21 the the DET crl-26863 173 22 choices choice NOUN crl-26863 173 23 they they PRON crl-26863 173 24 did do VERB crl-26863 173 25 ( ( PUNCT crl-26863 173 26 asked ask VERB crl-26863 173 27 in in ADP crl-26863 173 28 all all DET crl-26863 173 29 five five NUM crl-26863 173 30 survey survey NOUN crl-26863 173 31 waves wave NOUN crl-26863 173 32 ) ) PUNCT crl-26863 173 33 , , PUNCT crl-26863 173 34 and and CCONJ crl-26863 173 35 what what DET crl-26863 173 36 consideration consideration NOUN crl-26863 173 37 — — PUNCT crl-26863 173 38 if if SCONJ crl-26863 173 39 any any PRON crl-26863 173 40 — — PUNCT crl-26863 173 41 they they PRON crl-26863 173 42 gave give VERB crl-26863 173 43 to to ADP crl-26863 173 44 the the DET crl-26863 173 45 opposite opposite ADJ crl-26863 173 46 choice choice NOUN crl-26863 173 47 ( ( PUNCT crl-26863 173 48 asked ask VERB crl-26863 173 49 in in ADP crl-26863 173 50 survey survey NOUN crl-26863 173 51 waves wave NOUN crl-26863 173 52 three three NUM crl-26863 173 53 to to ADP crl-26863 173 54 five five NUM crl-26863 173 55 ) ) PUNCT crl-26863 173 56 . . PUNCT crl-26863 174 1 the the DET crl-26863 174 2 process process NOUN crl-26863 174 3 used use VERB crl-26863 174 4 to to PART crl-26863 174 5 code code VERB crl-26863 174 6 the the DET crl-26863 174 7 resulting result VERB crl-26863 174 8 data datum NOUN crl-26863 174 9 is be AUX crl-26863 174 10 described describe VERB crl-26863 174 11 in in ADP crl-26863 174 12 the the DET crl-26863 174 13 methods method NOUN crl-26863 174 14 section section NOUN crl-26863 174 15 , , PUNCT crl-26863 174 16 and and CCONJ crl-26863 174 17 is be AUX crl-26863 174 18 further far ADV crl-26863 174 19 detailed detail VERB crl-26863 174 20 in in ADP crl-26863 174 21 appendix appendix PROPN crl-26863 174 22 b. b. PROPN crl-26863 174 23 as as SCONJ crl-26863 174 24 noted note VERB crl-26863 174 25 , , PUNCT crl-26863 174 26 all all DET crl-26863 174 27 participants participant NOUN crl-26863 174 28 were be AUX crl-26863 174 29 asked ask VERB crl-26863 174 30 why why SCONJ crl-26863 174 31 they they PRON crl-26863 174 32 made make VERB crl-26863 174 33 their their PRON crl-26863 174 34 checkout checkout NOUN crl-26863 174 35 history history NOUN crl-26863 174 36 choice choice NOUN crl-26863 174 37 , , PUNCT crl-26863 174 38 and and CCONJ crl-26863 174 39 265 265 NUM crl-26863 174 40 participants participant NOUN crl-26863 174 41 in in ADP crl-26863 174 42 data datum NOUN crl-26863 174 43 collection collection NOUN crl-26863 174 44 waves wave NOUN crl-26863 174 45 three three NUM crl-26863 174 46 through through ADP crl-26863 174 47 five five NUM crl-26863 174 48 were be AUX crl-26863 174 49 asked ask VERB crl-26863 174 50 if if SCONJ crl-26863 174 51 they they PRON crl-26863 174 52 considered consider VERB crl-26863 174 53 making make VERB crl-26863 174 54 the the DET crl-26863 174 55 opposite opposite ADJ crl-26863 174 56 choice choice NOUN crl-26863 174 57 . . PUNCT crl-26863 175 1 of of ADP crl-26863 175 2 these these DET crl-26863 175 3 265 265 NUM crl-26863 175 4 , , PUNCT crl-26863 175 5 31 31 NUM crl-26863 175 6 % % NOUN crl-26863 175 7 ( ( PUNCT crl-26863 175 8 n n NOUN crl-26863 175 9 = = SYM crl-26863 175 10 81 81 NUM crl-26863 175 11 ) ) PUNCT crl-26863 175 12 reported report VERB crl-26863 175 13 that that SCONJ crl-26863 175 14 they they PRON crl-26863 175 15 gave give VERB crl-26863 175 16 serious serious ADJ crl-26863 175 17 consideration consideration NOUN crl-26863 175 18 to to ADP crl-26863 175 19 both both DET crl-26863 175 20 checkout checkout VERB crl-26863 175 21 history history NOUN crl-26863 175 22 options option NOUN crl-26863 175 23 . . PUNCT crl-26863 176 1 this this PRON crl-26863 176 2 included include VERB crl-26863 176 3 45 45 NUM crl-26863 176 4 % % NOUN crl-26863 176 5 ( ( PUNCT crl-26863 176 6 9 9 NUM crl-26863 176 7 of of ADP crl-26863 176 8 20 20 NUM crl-26863 176 9 ) ) PUNCT crl-26863 176 10 in in ADP crl-26863 176 11 the the DET crl-26863 176 12 ‘ ' PUNCT crl-26863 176 13 do do AUX crl-26863 176 14 n’t not PART crl-26863 176 15 want want VERB crl-26863 176 16 history history NOUN crl-26863 176 17 ’ ' PUNCT crl-26863 176 18 group group NOUN crl-26863 176 19 , , PUNCT crl-26863 176 20 and and CCONJ crl-26863 176 21 29 29 NUM crl-26863 176 22 % % NOUN crl-26863 176 23 ( ( PUNCT crl-26863 176 24 72 72 NUM crl-26863 176 25 of of ADP crl-26863 176 26 245 245 NUM crl-26863 176 27 ) ) PUNCT crl-26863 176 28 of of ADP crl-26863 176 29 the the DET crl-26863 176 30 ‘ ' PUNCT crl-26863 176 31 want want VERB crl-26863 176 32 history history NOUN crl-26863 176 33 ’ ' PUNCT crl-26863 176 34 group group NOUN crl-26863 176 35 . . PUNCT crl-26863 177 1 this this DET crl-26863 177 2 difference difference NOUN crl-26863 177 3 was be AUX crl-26863 177 4 not not PART crl-26863 177 5 statistically statistically ADV crl-26863 177 6 significant significant ADJ crl-26863 177 7 , , PUNCT crl-26863 177 8 in in ADP crl-26863 177 9 part part NOUN crl-26863 177 10 due due ADP crl-26863 177 11 to to ADP crl-26863 177 12 the the DET crl-26863 177 13 reduced reduce VERB crl-26863 177 14 power power NOUN crl-26863 177 15 associated associate VERB crl-26863 177 16 with with ADP crl-26863 177 17 the the DET crl-26863 177 18 small small ADJ crl-26863 177 19 number number NOUN crl-26863 177 20 of of ADP crl-26863 177 21 people people NOUN crl-26863 177 22 who who PRON crl-26863 177 23 did do AUX crl-26863 177 24 not not PART crl-26863 177 25 want want VERB crl-26863 177 26 a a DET crl-26863 177 27 checkout checkout NOUN crl-26863 177 28 history history NOUN crl-26863 177 29 , , PUNCT crl-26863 177 30 𝜒2 𝜒2 VERB crl-26863 177 31 ( ( PUNCT crl-26863 177 32 1 1 NUM crl-26863 177 33 , , PUNCT crl-26863 177 34 265 265 NUM crl-26863 177 35 ) ) PUNCT crl-26863 177 36 = = SYM crl-26863 177 37 2.12 2.12 NUM crl-26863 177 38 , , PUNCT crl-26863 177 39 p p NOUN crl-26863 177 40 = = SYM crl-26863 177 41 .15 .15 NUM crl-26863 177 42 . . PUNCT crl-26863 177 43 table table NOUN crl-26863 177 44 5 5 NUM crl-26863 177 45 checkout checkout NOUN crl-26863 177 46 history history NOUN crl-26863 177 47 choice choice NOUN crl-26863 177 48 as as ADP crl-26863 177 49 a a DET crl-26863 177 50 function function NOUN crl-26863 177 51 of of ADP crl-26863 177 52 race race NOUN crl-26863 177 53 choice choice NOUN crl-26863 177 54 asian asian ADJ crl-26863 177 55 / / SYM crl-26863 177 56 asianamerican asianamerican ADJ crl-26863 177 57 black black ADJ crl-26863 177 58 hispanic hispanic ADJ crl-26863 177 59 native native ADJ crl-26863 177 60 american american PROPN crl-26863 177 61 multiracial multiracial PROPN crl-26863 177 62 white white PROPN crl-26863 177 63 wanted want VERB crl-26863 177 64 history history NOUN crl-26863 177 65 98.3 98.3 NUM crl-26863 177 66 % % NOUN crl-26863 177 67 ( ( PUNCT crl-26863 177 68 n n NOUN crl-26863 177 69 = = SYM crl-26863 177 70 59 59 NUM crl-26863 177 71 ) ) PUNCT crl-26863 177 72 100 100 NUM crl-26863 177 73 % % NOUN crl-26863 177 74 ( ( PUNCT crl-26863 177 75 n n NOUN crl-26863 177 76 = = SYM crl-26863 177 77 22 22 NUM crl-26863 177 78 ) ) PUNCT crl-26863 177 79 97.2 97.2 NUM crl-26863 177 80 % % NOUN crl-26863 177 81 ( ( PUNCT crl-26863 177 82 n n NOUN crl-26863 177 83 = = SYM crl-26863 177 84 36 36 NUM crl-26863 177 85 ) ) PUNCT crl-26863 177 86 100 100 NUM crl-26863 177 87 % % NOUN crl-26863 177 88 ( ( PUNCT crl-26863 177 89 n n NOUN crl-26863 177 90 = = SYM crl-26863 177 91 1 1 NUM crl-26863 177 92 ) ) PUNCT crl-26863 177 93 100 100 NUM crl-26863 177 94 % % NOUN crl-26863 177 95 ( ( PUNCT crl-26863 177 96 n n NOUN crl-26863 177 97 = = SYM crl-26863 177 98 17 17 NUM crl-26863 177 99 ) ) PUNCT crl-26863 177 100 88.1 88.1 NUM crl-26863 177 101 % % NOUN crl-26863 177 102 ( ( PUNCT crl-26863 177 103 n n NOUN crl-26863 177 104 = = SYM crl-26863 177 105 304 304 NUM crl-26863 177 106 ) ) PUNCT crl-26863 177 107 did do AUX crl-26863 177 108 not not PART crl-26863 177 109 want want VERB crl-26863 177 110 history history NOUN crl-26863 177 111 1.7 1.7 NUM crl-26863 177 112 % % NOUN crl-26863 177 113 ( ( PUNCT crl-26863 177 114 n n NOUN crl-26863 177 115 = = SYM crl-26863 177 116 1 1 NUM crl-26863 177 117 ) ) PUNCT crl-26863 177 118 0 0 NUM crl-26863 177 119 % % NOUN crl-26863 177 120 ( ( PUNCT crl-26863 177 121 n n NOUN crl-26863 177 122 = = SYM crl-26863 177 123 0 0 NUM crl-26863 177 124 ) ) PUNCT crl-26863 177 125 2.8 2.8 NUM crl-26863 177 126 % % NOUN crl-26863 177 127 ( ( PUNCT crl-26863 177 128 n n NOUN crl-26863 177 129 = = SYM crl-26863 177 130 1 1 NUM crl-26863 177 131 ) ) PUNCT crl-26863 177 132 0 0 NUM crl-26863 177 133 % % NOUN crl-26863 177 134 ( ( PUNCT crl-26863 177 135 n n NOUN crl-26863 177 136 = = SYM crl-26863 177 137 0 0 NUM crl-26863 177 138 ) ) PUNCT crl-26863 177 139 0 0 NUM crl-26863 177 140 % % NOUN crl-26863 177 141 ( ( PUNCT crl-26863 177 142 n n NOUN crl-26863 177 143 = = SYM crl-26863 177 144 0 0 NUM crl-26863 177 145 ) ) PUNCT crl-26863 177 146 11.9 11.9 NUM crl-26863 177 147 % % NOUN crl-26863 177 148 ( ( PUNCT crl-26863 177 149 n n NOUN crl-26863 177 150 = = SYM crl-26863 177 151 41 41 NUM crl-26863 177 152 ) ) PUNCT crl-26863 177 153 note note NOUN crl-26863 177 154 : : PUNCT crl-26863 177 155 race race NOUN crl-26863 177 156 data datum NOUN crl-26863 177 157 — — PUNCT crl-26863 177 158 including include VERB crl-26863 177 159 the the DET crl-26863 177 160 terminology terminology NOUN crl-26863 177 161 — — PUNCT crl-26863 177 162 were be AUX crl-26863 177 163 obtained obtain VERB crl-26863 177 164 from from ADP crl-26863 177 165 the the DET crl-26863 177 166 university university NOUN crl-26863 177 167 ’s ’s PART crl-26863 177 168 data datum NOUN crl-26863 177 169 warehouse warehouse NOUN crl-26863 177 170 , , PUNCT crl-26863 177 171 and and CCONJ crl-26863 177 172 do do AUX crl-26863 177 173 not not PART crl-26863 177 174 always always ADV crl-26863 177 175 reflect reflect VERB crl-26863 177 176 how how SCONJ crl-26863 177 177 people people NOUN crl-26863 177 178 describe describe VERB crl-26863 177 179 themselves themselves PRON crl-26863 177 180 when when SCONJ crl-26863 177 181 asked ask VERB crl-26863 177 182 about about ADP crl-26863 177 183 their their PRON crl-26863 177 184 racial racial ADJ crl-26863 177 185 backgrounds background NOUN crl-26863 177 186 . . PUNCT crl-26863 178 1 672 672 NUM crl-26863 178 2 college college PROPN crl-26863 178 3 & & CCONJ crl-26863 178 4 research research PROPN crl-26863 178 5 libraries library NOUN crl-26863 178 6 july july PROPN crl-26863 178 7 2025 2025 NUM crl-26863 178 8 there there PRON crl-26863 178 9 was be VERB crl-26863 178 10 a a DET crl-26863 178 11 difference difference NOUN crl-26863 178 12 as as ADP crl-26863 178 13 a a DET crl-26863 178 14 function function NOUN crl-26863 178 15 of of ADP crl-26863 178 16 campus campus NOUN crl-26863 178 17 role role NOUN crl-26863 178 18 , , PUNCT crl-26863 178 19 however however ADV crl-26863 178 20 , , PUNCT crl-26863 178 21 about about ADP crl-26863 178 22 whether whether SCONJ crl-26863 178 23 people people NOUN crl-26863 178 24 gave give VERB crl-26863 178 25 serious serious ADJ crl-26863 178 26 consideration consideration NOUN crl-26863 178 27 to to ADP crl-26863 178 28 both both DET crl-26863 178 29 checkout checkout VERB crl-26863 178 30 history history NOUN crl-26863 178 31 options option NOUN crl-26863 178 32 during during ADP crl-26863 178 33 decision decision NOUN crl-26863 178 34 making making NOUN crl-26863 178 35 . . PUNCT crl-26863 179 1 among among ADP crl-26863 179 2 students student NOUN crl-26863 179 3 in in ADP crl-26863 179 4 data datum NOUN crl-26863 179 5 collection collection NOUN crl-26863 179 6 waves wave NOUN crl-26863 179 7 three three NUM crl-26863 179 8 to to ADP crl-26863 179 9 five five NUM crl-26863 179 10 , , PUNCT crl-26863 179 11 22.2 22.2 NUM crl-26863 179 12 % % NOUN crl-26863 179 13 indicated indicate VERB crl-26863 179 14 that that SCONJ crl-26863 179 15 they they PRON crl-26863 179 16 seriously seriously ADV crl-26863 179 17 considered consider VERB crl-26863 179 18 both both DET crl-26863 179 19 options option NOUN crl-26863 179 20 , , PUNCT crl-26863 179 21 compared compare VERB crl-26863 179 22 to to ADP crl-26863 179 23 36.7 36.7 NUM crl-26863 179 24 % % NOUN crl-26863 179 25 of of ADP crl-26863 179 26 faculty faculty NOUN crl-26863 179 27 members member NOUN crl-26863 179 28 , , PUNCT crl-26863 179 29 and and CCONJ crl-26863 179 30 53.8 53.8 NUM crl-26863 179 31 % % NOUN crl-26863 179 32 of of ADP crl-26863 179 33 librarians librarian NOUN crl-26863 179 34 , , PUNCT crl-26863 179 35 archivists archivist NOUN crl-26863 179 36 , , PUNCT crl-26863 179 37 and and CCONJ crl-26863 179 38 curators curator NOUN crl-26863 179 39 ( ( PUNCT crl-26863 179 40 lacs lac NOUN crl-26863 179 41 ) ) PUNCT crl-26863 179 42 , , PUNCT crl-26863 179 43 𝜒2 𝜒2 NOUN crl-26863 179 44 ( ( PUNCT crl-26863 179 45 2,161 2,161 NUM crl-26863 179 46 ) ) PUNCT crl-26863 179 47 = = SYM crl-26863 179 48 7.50 7.50 NUM crl-26863 179 49 , , PUNCT crl-26863 179 50 p p NOUN crl-26863 179 51 = = NOUN crl-26863 179 52 .02 .02 NUM crl-26863 179 53 . . PUNCT crl-26863 179 54 * * PUNCT crl-26863 179 55 in in ADP crl-26863 179 56 clarifying clarify VERB crl-26863 179 57 pairwise pairwise NOUN crl-26863 179 58 tests test NOUN crl-26863 179 59 , , PUNCT crl-26863 179 60 a a DET crl-26863 179 61 fisher fisher NOUN crl-26863 179 62 ’s ’s PART crl-26863 179 63 exact exact ADJ crl-26863 179 64 test test NOUN crl-26863 179 65 indicated indicate VERB crl-26863 179 66 that that SCONJ crl-26863 179 67 students student NOUN crl-26863 179 68 ( ( PUNCT crl-26863 179 69 22.2 22.2 NUM crl-26863 179 70 % % NOUN crl-26863 179 71 ) ) PUNCT crl-26863 179 72 were be AUX crl-26863 179 73 less less ADV crl-26863 179 74 likely likely ADJ crl-26863 179 75 than than ADP crl-26863 179 76 lacs lac NOUN crl-26863 179 77 ( ( PUNCT crl-26863 179 78 53.8 53.8 NUM crl-26863 179 79 % % NOUN crl-26863 179 80 ) ) PUNCT crl-26863 179 81 to to PART crl-26863 179 82 have have AUX crl-26863 179 83 considered consider VERB crl-26863 179 84 both both DET crl-26863 179 85 options option NOUN crl-26863 179 86 carefully carefully ADV crl-26863 179 87 , , PUNCT crl-26863 179 88 p p X crl-26863 179 89 = = NOUN crl-26863 179 90 .037 .037 NUM crl-26863 179 91 . . PUNCT crl-26863 180 1 the the DET crl-26863 180 2 faculty faculty NOUN crl-26863 180 3 group group NOUN crl-26863 180 4 occupied occupy VERB crl-26863 180 5 an an DET crl-26863 180 6 intermediate intermediate ADJ crl-26863 180 7 position position NOUN crl-26863 180 8 and and CCONJ crl-26863 180 9 did do AUX crl-26863 180 10 not not PART crl-26863 180 11 differ differ VERB crl-26863 180 12 significantly significantly ADV crl-26863 180 13 from from ADP crl-26863 180 14 either either CCONJ crl-26863 180 15 the the DET crl-26863 180 16 student student NOUN crl-26863 180 17 or or CCONJ crl-26863 180 18 the the DET crl-26863 180 19 lac lac PROPN crl-26863 180 20 group group NOUN crl-26863 180 21 . . PUNCT crl-26863 181 1 there there PRON crl-26863 181 2 were be VERB crl-26863 181 3 no no DET crl-26863 181 4 significant significant ADJ crl-26863 181 5 differences difference NOUN crl-26863 181 6 as as ADP crl-26863 181 7 a a DET crl-26863 181 8 function function NOUN crl-26863 181 9 of of ADP crl-26863 181 10 race race NOUN crl-26863 181 11 or or CCONJ crl-26863 181 12 gender gender NOUN crl-26863 181 13 with with ADP crl-26863 181 14 regard regard NOUN crl-26863 181 15 to to ADP crl-26863 181 16 giving give VERB crl-26863 181 17 serious serious ADJ crl-26863 181 18 consideration consideration NOUN crl-26863 181 19 to to ADP crl-26863 181 20 both both PRON crl-26863 181 21 checkout checkout VERB crl-26863 181 22 history history NOUN crl-26863 181 23 options option NOUN crl-26863 181 24 or or CCONJ crl-26863 181 25 not not PART crl-26863 181 26 . . PUNCT crl-26863 182 1 reasons reason NOUN crl-26863 182 2 provided provide VERB crl-26863 182 3 for for ADP crl-26863 182 4 choice choice NOUN crl-26863 182 5 made make VERB crl-26863 182 6 table table NOUN crl-26863 182 7 6 6 NUM crl-26863 182 8 presents present VERB crl-26863 182 9 the the DET crl-26863 182 10 themes theme NOUN crl-26863 182 11 that that PRON crl-26863 182 12 emerged emerge VERB crl-26863 182 13 from from ADP crl-26863 182 14 the the DET crl-26863 182 15 coding coding NOUN crl-26863 182 16 of of ADP crl-26863 182 17 participants participant NOUN crl-26863 182 18 ’ ' PUNCT crl-26863 182 19 open open ADV crl-26863 182 20 - - PUNCT crl-26863 182 21 ended end VERB crl-26863 182 22 responses response NOUN crl-26863 182 23 about about ADP crl-26863 182 24 the the DET crl-26863 182 25 bases basis NOUN crl-26863 182 26 of of ADP crl-26863 182 27 their their PRON crl-26863 182 28 checkout checkout NOUN crl-26863 182 29 history history NOUN crl-26863 182 30 choices choice NOUN crl-26863 182 31 . . PUNCT crl-26863 183 1 * * PUNCT crl-26863 183 2     SPACE crl-26863 183 3 staff staff NOUN crl-26863 183 4 were be AUX crl-26863 183 5 not not PART crl-26863 183 6 included include VERB crl-26863 183 7 in in ADP crl-26863 183 8 this this DET crl-26863 183 9 analysis analysis NOUN crl-26863 183 10 due due ADP crl-26863 183 11 to to ADP crl-26863 183 12 problems problem NOUN crl-26863 183 13 with with ADP crl-26863 183 14 small small ADJ crl-26863 183 15 cell cell NOUN crl-26863 183 16 sizes size NOUN crl-26863 183 17 . . PUNCT crl-26863 184 1 table table NOUN crl-26863 184 2 6 6 NUM crl-26863 184 3 frequencies frequency NOUN crl-26863 184 4 of of ADP crl-26863 184 5 considerations consideration NOUN crl-26863 184 6 underlying underlie VERB crl-26863 184 7 checkout checkout NOUN crl-26863 184 8 history history NOUN crl-26863 184 9 choices choice NOUN crl-26863 184 10 , , PUNCT crl-26863 184 11 as as ADP crl-26863 184 12 a a DET crl-26863 184 13 function function NOUN crl-26863 184 14 of of ADP crl-26863 184 15 choice choice NOUN crl-26863 184 16 group group NOUN crl-26863 184 17 concerns concern NOUN crl-26863 184 18 considered consider VERB crl-26863 184 19 during during ADP crl-26863 184 20 choice choice NOUN crl-26863 184 21 group group NOUN crl-26863 184 22 : : PUNCT crl-26863 184 23 keep keep VERB crl-26863 184 24 checkout checkout NOUN crl-26863 184 25 history history NOUN crl-26863 184 26 group group NOUN crl-26863 184 27 : : PUNCT crl-26863 184 28 not not PART crl-26863 184 29 keep keep VERB crl-26863 184 30 checkout checkout NOUN crl-26863 184 31 history history NOUN crl-26863 184 32 data datum NOUN crl-26863 184 33 privacy privacy NOUN crl-26863 184 34 concerns concern NOUN crl-26863 184 35 0.6 0.6 NUM crl-26863 184 36 % % NOUN crl-26863 184 37 ( ( PUNCT crl-26863 184 38 3 3 NUM crl-26863 184 39 of of ADP crl-26863 184 40 530 530 NUM crl-26863 184 41 ) ) PUNCT crl-26863 184 42 44.2 44.2 NUM crl-26863 184 43 % % NOUN crl-26863 184 44 ( ( PUNCT crl-26863 184 45 23 23 NUM crl-26863 184 46 of of ADP crl-26863 184 47 52 52 NUM crl-26863 184 48 ) ) PUNCT crl-26863 184 49 library library NOUN crl-26863 184 50 should should AUX crl-26863 184 51 n’t not PART crl-26863 184 52 be be AUX crl-26863 184 53 keeping keep VERB crl-26863 184 54 such such ADJ crl-26863 184 55 data datum NOUN crl-26863 184 56 0 0 NUM crl-26863 184 57 % % NOUN crl-26863 184 58 28.8 28.8 NUM crl-26863 184 59 % % NOUN crl-26863 184 60 ( ( PUNCT crl-26863 184 61 15 15 NUM crl-26863 184 62 of of ADP crl-26863 184 63 52 52 NUM crl-26863 184 64 ) ) PUNCT crl-26863 184 65 do do AUX crl-26863 184 66 n’t not PART crl-26863 184 67 want want VERB crl-26863 184 68 or or CCONJ crl-26863 184 69 need need VERB crl-26863 184 70 it it PRON crl-26863 184 71 , , PUNCT crl-26863 184 72 not not PART crl-26863 184 73 useful useful ADJ crl-26863 184 74 0 0 NUM crl-26863 184 75 % % NOUN crl-26863 184 76 25.0 25.0 NUM crl-26863 184 77 % % NOUN crl-26863 184 78 ( ( PUNCT crl-26863 184 79 13 13 NUM crl-26863 184 80 of of ADP crl-26863 184 81 52 52 NUM crl-26863 184 82 ) ) PUNCT crl-26863 184 83 was be AUX crl-26863 184 84 n’t not PART crl-26863 184 85 aware aware ADJ crl-26863 184 86 library library NOUN crl-26863 184 87 was be AUX crl-26863 184 88 retaining retain VERB crl-26863 184 89 these these DET crl-26863 184 90 data datum NOUN crl-26863 184 91 0.2 0.2 NUM crl-26863 184 92 % % NOUN crl-26863 184 93 ( ( PUNCT crl-26863 184 94 1 1 NUM crl-26863 184 95 of of ADP crl-26863 184 96 530 530 NUM crl-26863 184 97 ) ) PUNCT crl-26863 184 98 7.7 7.7 NUM crl-26863 184 99 % % NOUN crl-26863 184 100 ( ( PUNCT crl-26863 184 101 4 4 NUM crl-26863 184 102 of of ADP crl-26863 184 103 52 52 NUM crl-26863 184 104 ) ) PUNCT crl-26863 184 105 lack lack NOUN crl-26863 184 106 of of ADP crl-26863 184 107 trust trust NOUN crl-26863 184 108 in in ADP crl-26863 184 109 the the DET crl-26863 184 110 university university NOUN crl-26863 184 111 0 0 NUM crl-26863 184 112 % % NOUN crl-26863 184 113 5.8 5.8 NUM crl-26863 184 114 % % NOUN crl-26863 184 115 ( ( PUNCT crl-26863 184 116 3 3 NUM crl-26863 184 117 of of ADP crl-26863 184 118 52 52 NUM crl-26863 184 119 ) ) PUNCT crl-26863 184 120 not not PART crl-26863 184 121 doing do VERB crl-26863 184 122 much much ADJ crl-26863 184 123 academic academic ADJ crl-26863 184 124 work work NOUN crl-26863 184 125 at at ADP crl-26863 184 126 present present ADJ crl-26863 184 127 0 0 NUM crl-26863 184 128 % % NOUN crl-26863 184 129 1.9 1.9 NUM crl-26863 184 130 % % NOUN crl-26863 184 131 ( ( PUNCT crl-26863 184 132 1 1 NUM crl-26863 184 133 of of ADP crl-26863 184 134 52 52 NUM crl-26863 184 135 ) ) PUNCT crl-26863 184 136 benefits benefit NOUN crl-26863 184 137 considered consider VERB crl-26863 184 138 during during ADP crl-26863 184 139 choice choice NOUN crl-26863 184 140 group group NOUN crl-26863 184 141 : : PUNCT crl-26863 184 142 keep keep VERB crl-26863 184 143 checkout checkout NOUN crl-26863 184 144 history history NOUN crl-26863 184 145 group group NOUN crl-26863 184 146 : : PUNCT crl-26863 184 147 not not PART crl-26863 184 148 keep keep VERB crl-26863 184 149 checkout checkout NOUN crl-26863 184 150 history history NOUN crl-26863 184 151 for for ADP crl-26863 184 152 use use NOUN crl-26863 184 153 as as ADP crl-26863 184 154 a a DET crl-26863 184 155 reading reading NOUN crl-26863 184 156 list list NOUN crl-26863 184 157 ( ( PUNCT crl-26863 184 158 no no DET crl-26863 184 159 mention mention NOUN crl-26863 184 160 of of ADP crl-26863 184 161 research research NOUN crl-26863 184 162 ) ) PUNCT crl-26863 184 163 49.2 49.2 NUM crl-26863 184 164 % % NOUN crl-26863 184 165 ( ( PUNCT crl-26863 184 166 261 261 NUM crl-26863 184 167 of of ADP crl-26863 184 168 530 530 NUM crl-26863 184 169 ) ) PUNCT crl-26863 184 170 0 0 NUM crl-26863 184 171 % % NOUN crl-26863 184 172 simple simple ADJ crl-26863 184 173 desire desire NOUN crl-26863 184 174 to to PART crl-26863 184 175 have have AUX crl-26863 184 176 it it PRON crl-26863 184 177 ( ( PUNCT crl-26863 184 178 no no DET crl-26863 184 179 reason reason NOUN crl-26863 184 180 provided provide VERB crl-26863 184 181 ) ) PUNCT crl-26863 184 182 17.0 17.0 NUM crl-26863 184 183 % % NOUN crl-26863 184 184 ( ( PUNCT crl-26863 184 185 90 90 NUM crl-26863 184 186 of of ADP crl-26863 184 187 530 530 NUM crl-26863 184 188 ) ) PUNCT crl-26863 184 189 0 0 NUM crl-26863 184 190 % % NOUN crl-26863 184 191 miscellaneous miscellaneous ADJ crl-26863 184 192 future future NOUN crl-26863 184 193 uses use VERB crl-26863 184 194 9.2 9.2 NUM crl-26863 184 195 % % NOUN crl-26863 184 196 ( ( PUNCT crl-26863 184 197 49 49 NUM crl-26863 184 198 of of ADP crl-26863 184 199 530 530 NUM crl-26863 184 200 ) ) PUNCT crl-26863 184 201 0 0 NUM crl-26863 184 202 % % NOUN crl-26863 184 203 for for ADP crl-26863 184 204 enabling enable VERB crl-26863 184 205 future future ADJ crl-26863 184 206 research research NOUN crl-26863 184 207 8.1 8.1 NUM crl-26863 184 208 % % NOUN crl-26863 184 209 ( ( PUNCT crl-26863 184 210 43 43 NUM crl-26863 184 211 of of ADP crl-26863 184 212 530 530 NUM crl-26863 184 213 ) ) PUNCT crl-26863 184 214 0 0 NUM crl-26863 184 215 % % NOUN crl-26863 184 216 accessibility accessibility NOUN crl-26863 184 217 issues issue NOUN crl-26863 184 218 raised raise VERB crl-26863 184 219 as as ADP crl-26863 184 220 part part NOUN crl-26863 184 221 of of ADP crl-26863 184 222 reason reason NOUN crl-26863 184 223 0.4 0.4 NUM crl-26863 184 224 % % NOUN crl-26863 184 225 ( ( PUNCT crl-26863 184 226 2 2 NUM crl-26863 184 227 of of ADP crl-26863 184 228 530 530 NUM crl-26863 184 229 ) ) PUNCT crl-26863 185 1 0 0 NUM crl-26863 185 2 % % NOUN crl-26863 185 3 other other ADJ crl-26863 185 4 issues issue NOUN crl-26863 185 5 considered consider VERB crl-26863 185 6 during during ADP crl-26863 185 7 choice choice NOUN crl-26863 185 8 group group NOUN crl-26863 185 9 : : PUNCT crl-26863 185 10 keep keep VERB crl-26863 185 11 checkout checkout NOUN crl-26863 185 12 history history NOUN crl-26863 185 13 group group NOUN crl-26863 185 14 : : PUNCT crl-26863 185 15 not not PART crl-26863 185 16 keep keep VERB crl-26863 185 17 checkout checkout NOUN crl-26863 185 18 history history NOUN crl-26863 185 19 response response NOUN crl-26863 185 20 was be AUX crl-26863 185 21 uncodable uncodable ADJ crl-26863 185 22 10.8 10.8 NUM crl-26863 185 23 % % NOUN crl-26863 185 24 ( ( PUNCT crl-26863 185 25 57 57 NUM crl-26863 185 26 of of ADP crl-26863 185 27 530 530 NUM crl-26863 185 28 ) ) PUNCT crl-26863 185 29 7.7 7.7 NUM crl-26863 185 30 % % NOUN crl-26863 185 31 ( ( PUNCT crl-26863 185 32 4 4 NUM crl-26863 185 33 of of ADP crl-26863 185 34 52 52 NUM crl-26863 185 35 ) ) PUNCT crl-26863 185 36 no no DET crl-26863 185 37 privacy privacy NOUN crl-26863 185 38 concerns concern NOUN crl-26863 185 39 in in ADP crl-26863 185 40 this this DET crl-26863 185 41 situation situation NOUN crl-26863 185 42 4.9 4.9 NUM crl-26863 185 43 % % NOUN crl-26863 185 44 ( ( PUNCT crl-26863 185 45 26 26 NUM crl-26863 185 46 of of ADP crl-26863 185 47 530 530 NUM crl-26863 185 48 ) ) PUNCT crl-26863 185 49 1.9 1.9 NUM crl-26863 185 50 % % NOUN crl-26863 185 51 ( ( PUNCT crl-26863 185 52 1 1 NUM crl-26863 185 53 of of ADP crl-26863 185 54 52 52 NUM crl-26863 185 55 ) ) PUNCT crl-26863 185 56 expect expect VERB crl-26863 185 57 this this DET crl-26863 185 58 type type NOUN crl-26863 185 59 of of ADP crl-26863 185 60 service service NOUN crl-26863 185 61 from from ADP crl-26863 185 62 libraries library NOUN crl-26863 185 63 0.2 0.2 NUM crl-26863 185 64 % % NOUN crl-26863 185 65 ( ( PUNCT crl-26863 185 66 1 1 NUM crl-26863 185 67 of of ADP crl-26863 185 68 530 530 NUM crl-26863 185 69 ) ) PUNCT crl-26863 185 70 0 0 NUM crl-26863 185 71 % % NOUN crl-26863 185 72 note note NOUN crl-26863 185 73 : : PUNCT crl-26863 185 74 the the DET crl-26863 185 75 question question NOUN crl-26863 185 76 about about ADP crl-26863 185 77 issues issue NOUN crl-26863 185 78 underlying underlie VERB crl-26863 185 79 one one NUM crl-26863 185 80 ’s ’s PART crl-26863 185 81 choice choice NOUN crl-26863 185 82 was be AUX crl-26863 185 83 asked ask VERB crl-26863 185 84 in in ADP crl-26863 185 85 all all DET crl-26863 185 86 five five NUM crl-26863 185 87 waves wave NOUN crl-26863 185 88 of of ADP crl-26863 185 89 data datum NOUN crl-26863 185 90 collection collection NOUN crl-26863 185 91 . . PUNCT crl-26863 186 1 formal formal ADJ crl-26863 186 2 comparisons comparison NOUN crl-26863 186 3 between between ADP crl-26863 186 4 the the DET crl-26863 186 5 two two NUM crl-26863 186 6 choice choice NOUN crl-26863 186 7 groups group NOUN crl-26863 186 8 — — PUNCT crl-26863 186 9 regarding regard VERB crl-26863 186 10 the the DET crl-26863 186 11 likelihood likelihood NOUN crl-26863 186 12 of of ADP crl-26863 186 13 providing provide VERB crl-26863 186 14 each each DET crl-26863 186 15 type type NOUN crl-26863 186 16 of of ADP crl-26863 186 17 response response NOUN crl-26863 186 18 — — PUNCT crl-26863 186 19 were be AUX crl-26863 186 20 not not PART crl-26863 186 21 conducted conduct VERB crl-26863 186 22 due due ADP crl-26863 186 23 to to ADP crl-26863 186 24 the the DET crl-26863 186 25 clearly clearly ADV crl-26863 186 26 group group NOUN crl-26863 186 27 - - PUNCT crl-26863 186 28 dependent dependent ADJ crl-26863 186 29 nature nature NOUN crl-26863 186 30 of of ADP crl-26863 186 31 the the DET crl-26863 186 32 responses response NOUN crl-26863 186 33 . . PUNCT crl-26863 187 1 help help NOUN crl-26863 187 2 or or CCONJ crl-26863 187 3 hazard hazard VERB crl-26863 187 4 673 673 NUM crl-26863 187 5 as as SCONJ crl-26863 187 6 is be AUX crl-26863 187 7 evident evident ADJ crl-26863 187 8 in in ADP crl-26863 187 9 table table NOUN crl-26863 187 10 6 6 NUM crl-26863 187 11 , , PUNCT crl-26863 187 12 respondents respondent NOUN crl-26863 187 13 in in ADP crl-26863 187 14 the the DET crl-26863 187 15 ‘ ' PUNCT crl-26863 187 16 keep keep NOUN crl-26863 187 17 ’ ' PUNCT crl-26863 187 18 and and CCONJ crl-26863 187 19 ‘ ' PUNCT crl-26863 187 20 do do AUX crl-26863 187 21 n’t not PART crl-26863 187 22 keep keep VERB crl-26863 187 23 ’ ' PUNCT crl-26863 187 24 groups group NOUN crl-26863 187 25 each each PRON crl-26863 187 26 considered consider VERB crl-26863 187 27 very very ADV crl-26863 187 28 different different ADJ crl-26863 187 29 issues issue NOUN crl-26863 187 30 when when SCONJ crl-26863 187 31 asked ask VERB crl-26863 187 32 about about ADP crl-26863 187 33 why why SCONJ crl-26863 187 34 they they PRON crl-26863 187 35 made make VERB crl-26863 187 36 the the DET crl-26863 187 37 choices choice NOUN crl-26863 187 38 they they PRON crl-26863 187 39 did do VERB crl-26863 187 40 . . PUNCT crl-26863 188 1 common common ADJ crl-26863 188 2 reasons reason NOUN crl-26863 188 3 for for ADP crl-26863 188 4 choosing choose VERB crl-26863 188 5 to to PART crl-26863 188 6 not not PART crl-26863 188 7 keep keep VERB crl-26863 188 8 a a DET crl-26863 188 9 checkout checkout NOUN crl-26863 188 10 history history NOUN crl-26863 188 11 included include VERB crl-26863 188 12 : : PUNCT crl-26863 188 13 concerns concern NOUN crl-26863 188 14 about about ADP crl-26863 188 15 data datum NOUN crl-26863 188 16 privacy privacy NOUN crl-26863 188 17 ( ( PUNCT crl-26863 188 18 44 44 NUM crl-26863 188 19 % % NOUN crl-26863 188 20 ) ) PUNCT crl-26863 188 21 , , PUNCT crl-26863 188 22 the the DET crl-26863 188 23 opinion opinion NOUN crl-26863 188 24 that that SCONJ crl-26863 188 25 the the DET crl-26863 188 26 library library NOUN crl-26863 188 27 should should AUX crl-26863 188 28 not not PART crl-26863 188 29 be be AUX crl-26863 188 30 retaining retain VERB crl-26863 188 31 such such ADJ crl-26863 188 32 data datum NOUN crl-26863 188 33 ( ( PUNCT crl-26863 188 34 29 29 NUM crl-26863 188 35 % % NOUN crl-26863 188 36 ) ) PUNCT crl-26863 188 37 , , PUNCT crl-26863 188 38 and and CCONJ crl-26863 188 39 the the DET crl-26863 188 40 lack lack NOUN crl-26863 188 41 of of ADP crl-26863 188 42 a a DET crl-26863 188 43 personal personal ADJ crl-26863 188 44 or or CCONJ crl-26863 188 45 professional professional ADJ crl-26863 188 46 need need NOUN crl-26863 188 47 for for ADP crl-26863 188 48 a a DET crl-26863 188 49 checkout checkout NOUN crl-26863 188 50 history history NOUN crl-26863 188 51 ( ( PUNCT crl-26863 188 52 25 25 NUM crl-26863 188 53 % % NOUN crl-26863 188 54 ) ) PUNCT crl-26863 188 55 . . PUNCT crl-26863 189 1 conversely conversely ADV crl-26863 189 2 , , PUNCT crl-26863 189 3 relatively relatively ADV crl-26863 189 4 common common ADJ crl-26863 189 5 reasons reason NOUN crl-26863 189 6 for for ADP crl-26863 189 7 electing elect VERB crl-26863 189 8 to to PART crl-26863 189 9 maintain maintain VERB crl-26863 189 10 a a DET crl-26863 189 11 checkout checkout NOUN crl-26863 189 12 history history NOUN crl-26863 189 13 included include VERB crl-26863 189 14 : : PUNCT crl-26863 189 15 its its PRON crl-26863 189 16 utility utility NOUN crl-26863 189 17 as as ADP crl-26863 189 18 a a DET crl-26863 189 19 reading reading NOUN crl-26863 189 20 list list NOUN crl-26863 189 21 ( ( PUNCT crl-26863 189 22 49 49 NUM crl-26863 189 23 % % NOUN crl-26863 189 24 ) ) PUNCT crl-26863 189 25 , , PUNCT crl-26863 189 26 a a DET crl-26863 189 27 generic generic ADJ crl-26863 189 28 desire desire NOUN crl-26863 189 29 to to PART crl-26863 189 30 have have AUX crl-26863 189 31 it it PRON crl-26863 189 32 ( ( PUNCT crl-26863 189 33 17 17 NUM crl-26863 189 34 % % NOUN crl-26863 189 35 ) ) PUNCT crl-26863 189 36 , , PUNCT crl-26863 189 37 and and CCONJ crl-26863 189 38 its its PRON crl-26863 189 39 utility utility NOUN crl-26863 189 40 in in ADP crl-26863 189 41 informing inform VERB crl-26863 189 42 future future ADJ crl-26863 189 43 research research NOUN crl-26863 189 44 activities activity NOUN crl-26863 189 45 ( ( PUNCT crl-26863 189 46 9 9 NUM crl-26863 189 47 % % NOUN crl-26863 189 48 ) ) PUNCT crl-26863 189 49 . . PUNCT crl-26863 190 1 as as SCONJ crl-26863 190 2 noted note VERB crl-26863 190 3 , , PUNCT crl-26863 190 4 in in ADP crl-26863 190 5 data data NOUN crl-26863 190 6 collection collection NOUN crl-26863 190 7 waves wave NOUN crl-26863 190 8 three three NUM crl-26863 190 9 to to PART crl-26863 190 10 five five NUM crl-26863 190 11 we we PRON crl-26863 190 12 asked ask VERB crl-26863 190 13 whether whether SCONJ crl-26863 190 14 people people NOUN crl-26863 190 15 gave give VERB crl-26863 190 16 serious serious ADJ crl-26863 190 17 consideration consideration NOUN crl-26863 190 18 to to ADP crl-26863 190 19 the the DET crl-26863 190 20 checkout checkout NOUN crl-26863 190 21 history history NOUN crl-26863 190 22 option option NOUN crl-26863 190 23 they they PRON crl-26863 190 24 did do AUX crl-26863 190 25 n’t not PART crl-26863 190 26 ultimately ultimately ADV crl-26863 190 27 choose choose VERB crl-26863 190 28 ; ; PUNCT crl-26863 190 29 those those PRON crl-26863 190 30 who who PRON crl-26863 190 31 answered answer VERB crl-26863 190 32 affirmatively affirmatively ADV crl-26863 190 33 were be AUX crl-26863 190 34 then then ADV crl-26863 190 35 asked ask VERB crl-26863 190 36 what what PRON crl-26863 190 37 those those DET crl-26863 190 38 other other ADJ crl-26863 190 39 considerations consideration NOUN crl-26863 190 40 were be AUX crl-26863 190 41 . . PUNCT crl-26863 191 1 this this DET crl-26863 191 2 new new ADJ crl-26863 191 3 question question NOUN crl-26863 191 4 was be AUX crl-26863 191 5 added add VERB crl-26863 191 6 because because SCONJ crl-26863 191 7 we we PRON crl-26863 191 8 were be AUX crl-26863 191 9 concerned concern VERB crl-26863 191 10 that that SCONJ crl-26863 191 11 the the DET crl-26863 191 12 approach approach NOUN crl-26863 191 13 to to ADP crl-26863 191 14 question question NOUN crl-26863 191 15 - - PUNCT crl-26863 191 16 asking asking NOUN crl-26863 191 17 used use VERB crl-26863 191 18 in in ADP crl-26863 191 19 data datum NOUN crl-26863 191 20 collection collection NOUN crl-26863 191 21 waves wave NOUN crl-26863 191 22 one one NUM crl-26863 191 23 and and CCONJ crl-26863 191 24 two two NUM crl-26863 191 25 might might AUX crl-26863 191 26 be be AUX crl-26863 191 27 obscuring obscure VERB crl-26863 191 28 a a DET crl-26863 191 29 more more ADV crl-26863 191 30 nuanced nuanced ADJ crl-26863 191 31 decision decision NOUN crl-26863 191 32 - - PUNCT crl-26863 191 33 making make VERB crl-26863 191 34 process process NOUN crl-26863 191 35 . . PUNCT crl-26863 192 1 the the DET crl-26863 192 2 results result NOUN crl-26863 192 3 in in ADP crl-26863 192 4 table table NOUN crl-26863 192 5 7 7 NUM crl-26863 192 6 highlight highlight NOUN crl-26863 192 7 that that SCONJ crl-26863 192 8 some some DET crl-26863 192 9 people people NOUN crl-26863 192 10 did do AUX crl-26863 192 11 indeed indeed ADV crl-26863 192 12 consider consider VERB crl-26863 192 13 both both DET crl-26863 192 14 sides side NOUN crl-26863 192 15 of of ADP crl-26863 192 16 the the DET crl-26863 192 17 issue issue NOUN crl-26863 192 18 prior prior ADV crl-26863 192 19 to to ADP crl-26863 192 20 making make VERB crl-26863 192 21 their their PRON crl-26863 192 22 choices choice NOUN crl-26863 192 23 . . PUNCT crl-26863 193 1 particularly particularly ADV crl-26863 193 2 worthy worthy ADJ crl-26863 193 3 of of ADP crl-26863 193 4 mention mention NOUN crl-26863 193 5 is be AUX crl-26863 193 6 that that SCONJ crl-26863 193 7 , , PUNCT crl-26863 193 8 in in ADP crl-26863 193 9 the the DET crl-26863 193 10 ‘ ' PUNCT crl-26863 193 11 keep keep VERB crl-26863 193 12 history history NOUN crl-26863 193 13 ’ ' PUNCT crl-26863 193 14 group group NOUN crl-26863 193 15 , , PUNCT crl-26863 193 16 a a DET crl-26863 193 17 small small ADJ crl-26863 193 18 but but CCONJ crl-26863 193 19 notable notable ADJ crl-26863 193 20 number number NOUN crl-26863 193 21 of of ADP crl-26863 193 22 people people NOUN crl-26863 193 23 indicated indicate VERB crl-26863 193 24 that that SCONJ crl-26863 193 25 they they PRON crl-26863 193 26 did do AUX crl-26863 193 27 fret fret VERB crl-26863 193 28 about about ADP crl-26863 193 29 data datum NOUN crl-26863 193 30 privacy privacy NOUN crl-26863 193 31 concerns concern NOUN crl-26863 193 32 in in ADP crl-26863 193 33 one one NUM crl-26863 193 34 way way NOUN crl-26863 193 35 or or CCONJ crl-26863 193 36 another another PRON crl-26863 193 37 prior prior ADV crl-26863 193 38 to to ADP crl-26863 193 39 making make VERB crl-26863 193 40 their their PRON crl-26863 193 41 choice choice NOUN crl-26863 193 42 . . PUNCT crl-26863 194 1 thus thus ADV crl-26863 194 2 , , PUNCT crl-26863 194 3 for for ADP crl-26863 194 4 many many ADJ crl-26863 194 5 people people NOUN crl-26863 194 6 the the DET crl-26863 194 7 choice choice NOUN crl-26863 194 8 was be AUX crl-26863 194 9 straightforward straightforward ADJ crl-26863 194 10 , , PUNCT crl-26863 194 11 while while SCONJ crl-26863 194 12 for for ADP crl-26863 194 13 some some PRON crl-26863 194 14 it it PRON crl-26863 194 15 was be AUX crl-26863 194 16 indeed indeed ADV crl-26863 194 17 a a DET crl-26863 194 18 relatively relatively ADV crl-26863 194 19 nuanced nuanced ADJ crl-26863 194 20 decision decision NOUN crl-26863 194 21 - - PUNCT crl-26863 194 22 making make VERB crl-26863 194 23 process process NOUN crl-26863 194 24 . . PUNCT crl-26863 195 1 discussion discussion NOUN crl-26863 195 2 we we PRON crl-26863 195 3 explored explore VERB crl-26863 195 4 how how SCONJ crl-26863 195 5 588 588 NUM crl-26863 195 6 patrons patron NOUN crl-26863 195 7 of of ADP crl-26863 195 8 a a DET crl-26863 195 9 large large ADJ crl-26863 195 10 , , PUNCT crl-26863 195 11 public public ADJ crl-26863 195 12 university university NOUN crl-26863 195 13 library library NOUN crl-26863 195 14 thought think VERB crl-26863 195 15 and and CCONJ crl-26863 195 16 felt feel VERB crl-26863 195 17 about about ADP crl-26863 195 18 litable litable ADJ crl-26863 195 19 7 7 NUM crl-26863 195 20 frequencies frequency NOUN crl-26863 195 21 of of ADP crl-26863 195 22 alternative alternative ADJ crl-26863 195 23 considerations consideration NOUN crl-26863 195 24 during during ADP crl-26863 195 25 checkout checkout NOUN crl-26863 195 26 history history NOUN crl-26863 195 27 choicemaking choicemake VERB crl-26863 195 28 , , PUNCT crl-26863 195 29 as as ADP crl-26863 195 30 a a DET crl-26863 195 31 function function NOUN crl-26863 195 32 of of ADP crl-26863 195 33 choice choice NOUN crl-26863 195 34 group group NOUN crl-26863 195 35 issues issue NOUN crl-26863 195 36 mentioned mention VERB crl-26863 195 37 when when SCONJ crl-26863 195 38 asked ask VERB crl-26863 195 39 about about ADP crl-26863 195 40 considerations consideration NOUN crl-26863 195 41 of of ADP crl-26863 195 42 alternative alternative ADJ crl-26863 195 43 choice choice NOUN crl-26863 195 44 group group NOUN crl-26863 195 45 : : PUNCT crl-26863 195 46 keep keep VERB crl-26863 195 47 checkout checkout NOUN crl-26863 195 48 history history NOUN crl-26863 195 49 group group NOUN crl-26863 195 50 : : PUNCT crl-26863 195 51 not not PART crl-26863 195 52 keep keep VERB crl-26863 195 53 checkout checkout NOUN crl-26863 195 54 history history NOUN crl-26863 195 55 concerns concern NOUN crl-26863 195 56 about about ADP crl-26863 195 57 privacy privacy NOUN crl-26863 195 58 ( ( PUNCT crl-26863 195 59 without without ADP crl-26863 195 60 elaboration elaboration NOUN crl-26863 195 61 ) ) PUNCT crl-26863 195 62 8.5 8.5 NUM crl-26863 195 63 % % NOUN crl-26863 195 64 ( ( PUNCT crl-26863 195 65 26 26 NUM crl-26863 195 66 of of ADP crl-26863 195 67 307 307 NUM crl-26863 195 68 ) ) PUNCT crl-26863 195 69 0 0 NUM crl-26863 195 70 % % NOUN crl-26863 195 71 had have VERB crl-26863 195 72 privacy privacy NOUN crl-26863 195 73 concerns concern NOUN crl-26863 195 74 related relate VERB crl-26863 195 75 to to ADP crl-26863 195 76 specific specific ADJ crl-26863 195 77 materials material NOUN crl-26863 195 78 being be AUX crl-26863 195 79 checked check VERB crl-26863 195 80 out out ADP crl-26863 195 81 2.9 2.9 NUM crl-26863 195 82 % % NOUN crl-26863 195 83 ( ( PUNCT crl-26863 195 84 9 9 NUM crl-26863 195 85 of of ADP crl-26863 195 86 307 307 NUM crl-26863 195 87 ) ) PUNCT crl-26863 195 88 0 0 NUM crl-26863 195 89 % % NOUN crl-26863 195 90 had have VERB crl-26863 195 91 privacy privacy NOUN crl-26863 195 92 concerns concern NOUN crl-26863 195 93 that that PRON crl-26863 195 94 were be AUX crl-26863 195 95 outweighed outweigh VERB crl-26863 195 96 by by ADP crl-26863 195 97 expected expect VERB crl-26863 195 98 benefits benefit NOUN crl-26863 195 99 of of ADP crl-26863 195 100 checkout checkout NOUN crl-26863 195 101 history history NOUN crl-26863 195 102 2.3 2.3 NUM crl-26863 195 103 % % NOUN crl-26863 195 104 ( ( PUNCT crl-26863 195 105 7 7 NUM crl-26863 195 106 of of ADP crl-26863 195 107 307 307 NUM crl-26863 195 108 ) ) PUNCT crl-26863 195 109 0 0 NUM crl-26863 195 110 % % NOUN crl-26863 195 111 respondents respondent NOUN crl-26863 195 112 unsure unsure ADJ crl-26863 195 113 they they PRON crl-26863 195 114 would would AUX crl-26863 195 115 ever ever ADV crl-26863 195 116 review review VERB crl-26863 195 117 their their PRON crl-26863 195 118 histories history NOUN crl-26863 195 119 2.0 2.0 NUM crl-26863 195 120 % % NOUN crl-26863 195 121 ( ( PUNCT crl-26863 195 122 6 6 NUM crl-26863 195 123 of of ADP crl-26863 195 124 307 307 NUM crl-26863 195 125 ) ) PUNCT crl-26863 195 126 0 0 NUM crl-26863 195 127 % % NOUN crl-26863 195 128 concern concern NOUN crl-26863 195 129 about about ADP crl-26863 195 130 data datum NOUN crl-26863 195 131 breach breach NOUN crl-26863 195 132 ( ( PUNCT crl-26863 195 133 e.g. e.g. ADV crl-26863 195 134 , , PUNCT crl-26863 195 135 hacking hack VERB crl-26863 195 136 ) ) PUNCT crl-26863 195 137 1.6 1.6 NUM crl-26863 195 138 % % NOUN crl-26863 195 139 ( ( PUNCT crl-26863 195 140 5 5 NUM crl-26863 195 141 of of ADP crl-26863 195 142 307 307 NUM crl-26863 195 143 ) ) PUNCT crl-26863 195 144 0 0 NUM crl-26863 195 145 % % NOUN crl-26863 195 146 unsure unsure ADJ crl-26863 195 147 how how SCONJ crl-26863 195 148 the the DET crl-26863 195 149 checkout checkout NOUN crl-26863 195 150 history history NOUN crl-26863 195 151 feature feature NOUN crl-26863 195 152 works work VERB crl-26863 195 153 1.6 1.6 NUM crl-26863 195 154 % % NOUN crl-26863 195 155 ( ( PUNCT crl-26863 195 156 5 5 NUM crl-26863 195 157 of of ADP crl-26863 195 158 307 307 NUM crl-26863 195 159 ) ) PUNCT crl-26863 195 160 0 0 NUM crl-26863 195 161 % % NOUN crl-26863 195 162 concern concern NOUN crl-26863 195 163 about about ADP crl-26863 195 164 government government NOUN crl-26863 195 165 access access NOUN crl-26863 195 166 to to ADP crl-26863 195 167 records record NOUN crl-26863 195 168 1.3 1.3 NUM crl-26863 195 169 % % NOUN crl-26863 195 170 ( ( PUNCT crl-26863 195 171 4 4 NUM crl-26863 195 172 of of ADP crl-26863 195 173 307 307 NUM crl-26863 195 174 ) ) PUNCT crl-26863 195 175 0 0 NUM crl-26863 195 176 % % NOUN crl-26863 195 177 had have VERB crl-26863 195 178 privacy privacy NOUN crl-26863 195 179 concerns concern NOUN crl-26863 195 180 but but CCONJ crl-26863 195 181 trusted trust VERB crl-26863 195 182 library library NOUN crl-26863 195 183 to to PART crl-26863 195 184 protect protect VERB crl-26863 195 185 data datum NOUN crl-26863 195 186 0.7 0.7 NUM crl-26863 195 187 % % NOUN crl-26863 195 188 ( ( PUNCT crl-26863 195 189 2 2 NUM crl-26863 195 190 of of ADP crl-26863 195 191 307 307 NUM crl-26863 195 192 ) ) PUNCT crl-26863 195 193 0 0 NUM crl-26863 195 194 % % NOUN crl-26863 195 195 simple simple ADJ crl-26863 195 196 desire desire NOUN crl-26863 195 197 to to PART crl-26863 195 198 have have AUX crl-26863 195 199 it it PRON crl-26863 195 200 ( ( PUNCT crl-26863 195 201 no no DET crl-26863 195 202 reason reason NOUN crl-26863 195 203 provided provide VERB crl-26863 195 204 ) ) PUNCT crl-26863 195 205 1.0 1.0 NUM crl-26863 195 206 % % NOUN crl-26863 195 207 ( ( PUNCT crl-26863 195 208 3 3 NUM crl-26863 195 209 of of ADP crl-26863 195 210 307 307 NUM crl-26863 195 211 ) ) PUNCT crl-26863 195 212 11.1 11.1 NUM crl-26863 195 213 % % NOUN crl-26863 195 214 ( ( PUNCT crl-26863 195 215 3 3 NUM crl-26863 195 216 of of ADP crl-26863 195 217 27 27 NUM crl-26863 195 218 ) ) PUNCT crl-26863 195 219 for for ADP crl-26863 195 220 use use NOUN crl-26863 195 221 as as ADP crl-26863 195 222 a a DET crl-26863 195 223 reading reading NOUN crl-26863 195 224 list list NOUN crl-26863 195 225 ( ( PUNCT crl-26863 195 226 no no DET crl-26863 195 227 mention mention NOUN crl-26863 195 228 of of ADP crl-26863 195 229 research research NOUN crl-26863 195 230 ) ) PUNCT crl-26863 195 231 0.3 0.3 NUM crl-26863 195 232 % % NOUN crl-26863 195 233 ( ( PUNCT crl-26863 195 234 1 1 NUM crl-26863 195 235 of of ADP crl-26863 195 236 307 307 NUM crl-26863 195 237 ) ) PUNCT crl-26863 195 238 7.4 7.4 NUM crl-26863 195 239 % % NOUN crl-26863 195 240 ( ( PUNCT crl-26863 195 241 2 2 NUM crl-26863 195 242 of of ADP crl-26863 195 243 27 27 NUM crl-26863 195 244 ) ) PUNCT crl-26863 195 245 response response NOUN crl-26863 195 246 was be AUX crl-26863 195 247 uncodable uncodable ADJ crl-26863 195 248 2.0 2.0 NUM crl-26863 195 249 % % NOUN crl-26863 195 250 ( ( PUNCT crl-26863 195 251 6 6 NUM crl-26863 195 252 of of ADP crl-26863 195 253 307 307 NUM crl-26863 195 254 ) ) PUNCT crl-26863 195 255 3.7 3.7 NUM crl-26863 195 256 % % NOUN crl-26863 195 257 ( ( PUNCT crl-26863 195 258 1 1 NUM crl-26863 195 259 of of ADP crl-26863 195 260 27 27 NUM crl-26863 195 261 ) ) PUNCT crl-26863 195 262 note note NOUN crl-26863 195 263 : : PUNCT crl-26863 195 264 unique unique ADJ crl-26863 195 265 responses response NOUN crl-26863 195 266 mentioned mention VERB crl-26863 195 267 by by ADP crl-26863 195 268 single single ADJ crl-26863 195 269 individuals individual NOUN crl-26863 195 270 not not PART crl-26863 195 271 included include VERB crl-26863 195 272 in in ADP crl-26863 195 273 table table NOUN crl-26863 195 274 7 7 NUM crl-26863 195 275 . . PUNCT crl-26863 195 276 formal formal ADJ crl-26863 195 277 comparisons comparison NOUN crl-26863 195 278 between between ADP crl-26863 195 279 the the DET crl-26863 195 280 two two NUM crl-26863 195 281 choice choice NOUN crl-26863 195 282 groups group NOUN crl-26863 195 283 — — PUNCT crl-26863 195 284 regarding regard VERB crl-26863 195 285 the the DET crl-26863 195 286 likelihood likelihood NOUN crl-26863 195 287 of of ADP crl-26863 195 288 providing provide VERB crl-26863 195 289 each each DET crl-26863 195 290 type type NOUN crl-26863 195 291 of of ADP crl-26863 195 292 response response NOUN crl-26863 195 293 — — PUNCT crl-26863 195 294 were be AUX crl-26863 195 295 not not PART crl-26863 195 296 conducted conduct VERB crl-26863 195 297 due due ADP crl-26863 195 298 to to ADP crl-26863 195 299 the the DET crl-26863 195 300 clearly clearly ADV crl-26863 195 301 group group NOUN crl-26863 195 302 - - PUNCT crl-26863 195 303 dependent dependent ADJ crl-26863 195 304 nature nature NOUN crl-26863 195 305 of of ADP crl-26863 195 306 the the DET crl-26863 195 307 responses response NOUN crl-26863 195 308 . . PUNCT crl-26863 196 1 674 674 NUM crl-26863 196 2 college college NOUN crl-26863 196 3 & & CCONJ crl-26863 196 4 research research PROPN crl-26863 196 5 libraries library NOUN crl-26863 196 6 july july PROPN crl-26863 196 7 2025 2025 NUM crl-26863 196 8 brary brary PROPN crl-26863 196 9 data data PROPN crl-26863 196 10 privacy privacy NOUN crl-26863 196 11 , , PUNCT crl-26863 196 12 in in ADP crl-26863 196 13 the the DET crl-26863 196 14 context context NOUN crl-26863 196 15 of of ADP crl-26863 196 16 their their PRON crl-26863 196 17 decisions decision NOUN crl-26863 196 18 to to PART crl-26863 196 19 have have VERB crl-26863 196 20 the the DET crl-26863 196 21 library library NOUN crl-26863 196 22 either either CCONJ crl-26863 196 23 maintain maintain VERB crl-26863 196 24 or or CCONJ crl-26863 196 25 delete delete VERB crl-26863 196 26 their their PRON crl-26863 196 27 checkout checkout NOUN crl-26863 196 28 history history NOUN crl-26863 196 29 records record NOUN crl-26863 196 30 . . PUNCT crl-26863 197 1 the the DET crl-26863 197 2 situation situation NOUN crl-26863 197 3 in in ADP crl-26863 197 4 which which PRON crl-26863 197 5 library library NOUN crl-26863 197 6 patrons patron NOUN crl-26863 197 7 were be AUX crl-26863 197 8 offered offer VERB crl-26863 197 9 a a DET crl-26863 197 10 chance chance NOUN crl-26863 197 11 to to PART crl-26863 197 12 opt opt VERB crl-26863 197 13 in in ADP crl-26863 197 14 or or CCONJ crl-26863 197 15 out out ADP crl-26863 197 16 of of ADP crl-26863 197 17 checkout checkout NOUN crl-26863 197 18 history history NOUN crl-26863 197 19 storage storage NOUN crl-26863 197 20 provided provide VERB crl-26863 197 21 a a DET crl-26863 197 22 unique unique ADJ crl-26863 197 23 opportunity opportunity NOUN crl-26863 197 24 to to PART crl-26863 197 25 ask ask VERB crl-26863 197 26 what what PRON crl-26863 197 27 types type NOUN crl-26863 197 28 of of ADP crl-26863 197 29 thoughts thought NOUN crl-26863 197 30 , , PUNCT crl-26863 197 31 concerns concern NOUN crl-26863 197 32 , , PUNCT crl-26863 197 33 and and CCONJ crl-26863 197 34 emotions emotion NOUN crl-26863 197 35 accompany accompany VERB crl-26863 197 36 such such DET crl-26863 197 37 a a DET crl-26863 197 38 decision decision NOUN crl-26863 197 39 . . PUNCT crl-26863 198 1 when when SCONJ crl-26863 198 2 patrons patron NOUN crl-26863 198 3 were be AUX crl-26863 198 4 offered offer VERB crl-26863 198 5 the the DET crl-26863 198 6 chance chance NOUN crl-26863 198 7 to to PART crl-26863 198 8 have have AUX crl-26863 198 9 a a DET crl-26863 198 10 checkout checkout NOUN crl-26863 198 11 history history NOUN crl-26863 198 12 , , PUNCT crl-26863 198 13 versus versus ADP crl-26863 198 14 not not PART crl-26863 198 15 having have VERB crl-26863 198 16 a a DET crl-26863 198 17 history history NOUN crl-26863 198 18 , , PUNCT crl-26863 198 19 over over ADP crl-26863 198 20 90 90 NUM crl-26863 198 21 % % NOUN crl-26863 198 22 opted opt VERB crl-26863 198 23 to to PART crl-26863 198 24 have have VERB crl-26863 198 25 their their PRON crl-26863 198 26 circulation circulation NOUN crl-26863 198 27 data datum NOUN crl-26863 198 28 retained retain VERB crl-26863 198 29 . . PUNCT crl-26863 199 1 members member NOUN crl-26863 199 2 of of ADP crl-26863 199 3 this this DET crl-26863 199 4 ‘ ' PUNCT crl-26863 199 5 keep keep VERB crl-26863 199 6 ’ ' PUNCT crl-26863 199 7 group group NOUN crl-26863 199 8 , , PUNCT crl-26863 199 9 compared compare VERB crl-26863 199 10 to to ADP crl-26863 199 11 the the DET crl-26863 199 12 ‘ ' PUNCT crl-26863 199 13 delete delete ADJ crl-26863 199 14 ’ ' PUNCT crl-26863 199 15 group group NOUN crl-26863 199 16 , , PUNCT crl-26863 199 17 in in ADP crl-26863 199 18 general general ADJ crl-26863 199 19 : : PUNCT crl-26863 199 20 • • NUM crl-26863 199 21 were be AUX crl-26863 199 22 less less ADV crl-26863 199 23 concerned concerned ADJ crl-26863 199 24 about about ADP crl-26863 199 25 privacy privacy NOUN crl-26863 199 26 ; ; PUNCT crl-26863 199 27 • • NUM crl-26863 199 28 expressed express VERB crl-26863 199 29 greater great ADJ crl-26863 199 30 trust trust NOUN crl-26863 199 31 in in ADP crl-26863 199 32 the the DET crl-26863 199 33 library library NOUN crl-26863 199 34 versus versus ADP crl-26863 199 35 the the DET crl-26863 199 36 central central ADJ crl-26863 199 37 university university NOUN crl-26863 199 38 as as ADP crl-26863 199 39 stewards steward NOUN crl-26863 199 40 of of ADP crl-26863 199 41 their their PRON crl-26863 199 42 data datum NOUN crl-26863 199 43 ; ; PUNCT crl-26863 199 44 • • NUM crl-26863 199 45 had have AUX crl-26863 199 46 used use VERB crl-26863 199 47 their their PRON crl-26863 199 48 histories history NOUN crl-26863 199 49 more more ADV crl-26863 199 50 in in ADP crl-26863 199 51 the the DET crl-26863 199 52 past past NOUN crl-26863 199 53 ( ( PUNCT crl-26863 199 54 of of ADP crl-26863 199 55 those those PRON crl-26863 199 56 who who PRON crl-26863 199 57 had have VERB crl-26863 199 58 them they PRON crl-26863 199 59 ) ) PUNCT crl-26863 199 60 ; ; PUNCT crl-26863 199 61 and and CCONJ crl-26863 199 62 • • NOUN crl-26863 199 63 were be AUX crl-26863 199 64 less less ADV crl-26863 199 65 likely likely ADJ crl-26863 199 66 to to PART crl-26863 199 67 be be AUX crl-26863 199 68 in in ADP crl-26863 199 69 the the DET crl-26863 199 70 campus campus NOUN crl-26863 199 71 role role NOUN crl-26863 199 72 of of ADP crl-26863 199 73 librarians librarian NOUN crl-26863 199 74 , , PUNCT crl-26863 199 75 archivists archivist NOUN crl-26863 199 76 , , PUNCT crl-26863 199 77 curators curator NOUN crl-26863 199 78 . . PUNCT crl-26863 200 1 these these DET crl-26863 200 2 findings finding VERB crl-26863 200 3 dovetail dovetail NOUN crl-26863 200 4 with with ADP crl-26863 200 5 other other ADJ crl-26863 200 6 recent recent ADJ crl-26863 200 7 research research NOUN crl-26863 200 8 showing show VERB crl-26863 200 9 that that SCONJ crl-26863 200 10 students student NOUN crl-26863 200 11 , , PUNCT crl-26863 200 12 for for ADP crl-26863 200 13 example example NOUN crl-26863 200 14 , , PUNCT crl-26863 200 15 are be AUX crl-26863 200 16 typically typically ADV crl-26863 200 17 comfortable comfortable ADJ crl-26863 200 18 with with ADP crl-26863 200 19 their their PRON crl-26863 200 20 library library NOUN crl-26863 200 21 data datum NOUN crl-26863 200 22 being be AUX crl-26863 200 23 retained retain VERB crl-26863 200 24 and and CCONJ crl-26863 200 25 used use VERB crl-26863 200 26 for for ADP crl-26863 200 27 research research NOUN crl-26863 200 28 , , PUNCT crl-26863 200 29 though though SCONJ crl-26863 200 30 not not PART crl-26863 200 31 without without ADP crl-26863 200 32 a a DET crl-26863 200 33 desire desire NOUN crl-26863 200 34 to to PART crl-26863 200 35 have have AUX crl-26863 200 36 more more ADJ crl-26863 200 37 transparency transparency NOUN crl-26863 200 38 in in ADP crl-26863 200 39 data data NOUN crl-26863 200 40 collection collection NOUN crl-26863 200 41 practices practice NOUN crl-26863 200 42 ( ( PUNCT crl-26863 200 43 jones jone NOUN crl-26863 200 44 , , PUNCT crl-26863 200 45 2023 2023 NUM crl-26863 200 46 ) ) PUNCT crl-26863 200 47 . . PUNCT crl-26863 201 1 indeed indeed ADV crl-26863 201 2 , , PUNCT crl-26863 201 3 most most ADJ crl-26863 201 4 of of ADP crl-26863 201 5 the the DET crl-26863 201 6 students student NOUN crl-26863 201 7 in in ADP crl-26863 201 8 the the DET crl-26863 201 9 present present ADJ crl-26863 201 10 study study NOUN crl-26863 201 11 — — PUNCT crl-26863 201 12 and and CCONJ crl-26863 201 13 most most ADJ crl-26863 201 14 in in ADP crl-26863 201 15 other other ADJ crl-26863 201 16 campus campus NOUN crl-26863 201 17 roles role NOUN crl-26863 201 18 as as ADV crl-26863 201 19 well well ADV crl-26863 201 20 — — PUNCT crl-26863 201 21 were be AUX crl-26863 201 22 comfortable comfortable ADJ crl-26863 201 23 enough enough ADV crl-26863 201 24 with with ADP crl-26863 201 25 library library ADJ crl-26863 201 26 data datum NOUN crl-26863 201 27 collection collection NOUN crl-26863 201 28 that that PRON crl-26863 201 29 they they PRON crl-26863 201 30 actively actively ADV crl-26863 201 31 chose choose VERB crl-26863 201 32 to to PART crl-26863 201 33 have have VERB crl-26863 201 34 the the DET crl-26863 201 35 library library NOUN crl-26863 201 36 retain retain VERB crl-26863 201 37 their their PRON crl-26863 201 38 checkout checkout NOUN crl-26863 201 39 history history NOUN crl-26863 201 40 data datum NOUN crl-26863 201 41 , , PUNCT crl-26863 201 42 despite despite SCONJ crl-26863 201 43 the the DET crl-26863 201 44 rather rather ADV crl-26863 201 45 rare rare ADJ crl-26863 201 46 use use NOUN crl-26863 201 47 of of ADP crl-26863 201 48 these these DET crl-26863 201 49 histories history NOUN crl-26863 201 50 on on ADP crl-26863 201 51 average average ADJ crl-26863 201 52 . . PUNCT crl-26863 202 1 people people NOUN crl-26863 202 2 who who PRON crl-26863 202 3 wanted want VERB crl-26863 202 4 their their PRON crl-26863 202 5 checkout checkout NOUN crl-26863 202 6 histories history NOUN crl-26863 202 7 often often ADV crl-26863 202 8 reasoned reason VERB crl-26863 202 9 that that SCONJ crl-26863 202 10 the the DET crl-26863 202 11 data datum NOUN crl-26863 202 12 would would AUX crl-26863 202 13 come come VERB crl-26863 202 14 in in ADP crl-26863 202 15 handy handy ADJ crl-26863 202 16 in in ADP crl-26863 202 17 the the DET crl-26863 202 18 future future NOUN crl-26863 202 19 as as ADP crl-26863 202 20 a a DET crl-26863 202 21 reading reading NOUN crl-26863 202 22 list list NOUN crl-26863 202 23 record record NOUN crl-26863 202 24 , , PUNCT crl-26863 202 25 or or CCONJ crl-26863 202 26 as as ADP crl-26863 202 27 an an DET crl-26863 202 28 aide aide NOUN crl-26863 202 29 for for ADP crl-26863 202 30 future future ADJ crl-26863 202 31 work work NOUN crl-26863 202 32 , , PUNCT crl-26863 202 33 and and CCONJ crl-26863 202 34 most most ADJ crl-26863 202 35 did do AUX crl-26863 202 36 not not PART crl-26863 202 37 give give VERB crl-26863 202 38 deep deep ADJ crl-26863 202 39 thought thought NOUN crl-26863 202 40 to to ADP crl-26863 202 41 concerns concern NOUN crl-26863 202 42 like like ADP crl-26863 202 43 data datum NOUN crl-26863 202 44 privacy privacy NOUN crl-26863 202 45 , , PUNCT crl-26863 202 46 although although SCONJ crl-26863 202 47 8.5 8.5 NUM crl-26863 202 48 % % NOUN crl-26863 202 49 did do VERB crl-26863 202 50 . . PUNCT crl-26863 203 1 conversely conversely ADV crl-26863 203 2 , , PUNCT crl-26863 203 3 those those PRON crl-26863 203 4 who who PRON crl-26863 203 5 did do AUX crl-26863 203 6 not not PART crl-26863 203 7 want want VERB crl-26863 203 8 their their PRON crl-26863 203 9 checkout checkout NOUN crl-26863 203 10 histories history NOUN crl-26863 203 11 described describe VERB crl-26863 203 12 having have VERB crl-26863 203 13 data datum NOUN crl-26863 203 14 privacy privacy NOUN crl-26863 203 15 concerns concern NOUN crl-26863 203 16 , , PUNCT crl-26863 203 17 the the DET crl-26863 203 18 feeling feeling NOUN crl-26863 203 19 that that SCONJ crl-26863 203 20 this this PRON crl-26863 203 21 was be AUX crl-26863 203 22 not not PART crl-26863 203 23 proper proper ADJ crl-26863 203 24 practice practice NOUN crl-26863 203 25 for for ADP crl-26863 203 26 libraries library NOUN crl-26863 203 27 , , PUNCT crl-26863 203 28 and and CCONJ crl-26863 203 29 the the DET crl-26863 203 30 lack lack NOUN crl-26863 203 31 of of ADP crl-26863 203 32 their their PRON crl-26863 203 33 need need NOUN crl-26863 203 34 for for ADP crl-26863 203 35 such such ADJ crl-26863 203 36 data datum NOUN crl-26863 203 37 . . PUNCT crl-26863 204 1 most most ADJ crl-26863 204 2 of of ADP crl-26863 204 3 this this PRON crl-26863 204 4 ‘ ' PUNCT crl-26863 204 5 do do AUX crl-26863 204 6 n’t not PART crl-26863 204 7 keep keep VERB crl-26863 204 8 ’ ' PUNCT crl-26863 204 9 group group NOUN crl-26863 204 10 did do AUX crl-26863 204 11 not not PART crl-26863 204 12 describe describe VERB crl-26863 204 13 wavering wavering NOUN crl-26863 204 14 in in ADP crl-26863 204 15 their their PRON crl-26863 204 16 decisions decision NOUN crl-26863 204 17 , , PUNCT crl-26863 204 18 though though SCONJ crl-26863 204 19 a a DET crl-26863 204 20 small small ADJ crl-26863 204 21 percentage percentage NOUN crl-26863 204 22 did do AUX crl-26863 204 23 consider consider VERB crl-26863 204 24 the the DET crl-26863 204 25 potential potential ADJ crl-26863 204 26 benefits benefit NOUN crl-26863 204 27 of of ADP crl-26863 204 28 retaining retain VERB crl-26863 204 29 a a DET crl-26863 204 30 checkout checkout NOUN crl-26863 204 31 history history NOUN crl-26863 204 32 . . PUNCT crl-26863 205 1 one one NUM crl-26863 205 2 of of ADP crl-26863 205 3 the the DET crl-26863 205 4 more more ADV crl-26863 205 5 fascinating fascinating ADJ crl-26863 205 6 findings finding NOUN crl-26863 205 7 in in ADP crl-26863 205 8 the the DET crl-26863 205 9 present present ADJ crl-26863 205 10 study study NOUN crl-26863 205 11 was be AUX crl-26863 205 12 that that SCONJ crl-26863 205 13 , , PUNCT crl-26863 205 14 although although SCONJ crl-26863 205 15 most most ADJ crl-26863 205 16 people people NOUN crl-26863 205 17 opted opt VERB crl-26863 205 18 to to PART crl-26863 205 19 retain retain VERB crl-26863 205 20 a a DET crl-26863 205 21 checkout checkout NOUN crl-26863 205 22 history history NOUN crl-26863 205 23 , , PUNCT crl-26863 205 24 the the DET crl-26863 205 25 group group NOUN crl-26863 205 26 of of ADP crl-26863 205 27 lacs lac NOUN crl-26863 205 28 ( ( PUNCT crl-26863 205 29 librarians librarian NOUN crl-26863 205 30 , , PUNCT crl-26863 205 31 archivists archivist NOUN crl-26863 205 32 , , PUNCT crl-26863 205 33 and and CCONJ crl-26863 205 34 curators curator NOUN crl-26863 205 35 ) ) PUNCT crl-26863 205 36 was be AUX crl-26863 205 37 significantly significantly ADV crl-26863 205 38 less less ADV crl-26863 205 39 likely likely ADJ crl-26863 205 40 to to PART crl-26863 205 41 make make VERB crl-26863 205 42 that that DET crl-26863 205 43 choice choice NOUN crl-26863 205 44 . . PUNCT crl-26863 206 1 this this PRON crl-26863 206 2 raises raise VERB crl-26863 206 3 questions question NOUN crl-26863 206 4 about about ADP crl-26863 206 5 the the DET crl-26863 206 6 dynamics dynamic NOUN crl-26863 206 7 at at ADP crl-26863 206 8 play play NOUN crl-26863 206 9 when when SCONJ crl-26863 206 10 a a DET crl-26863 206 11 library library NOUN crl-26863 206 12 employee employee NOUN crl-26863 206 13 feels feel VERB crl-26863 206 14 more more ADJ crl-26863 206 15 concern concern NOUN crl-26863 206 16 about about ADP crl-26863 206 17 a a DET crl-26863 206 18 patron patron NOUN crl-26863 206 19 ’s ’s PART crl-26863 206 20 data datum NOUN crl-26863 206 21 than than SCONJ crl-26863 206 22 does do VERB crl-26863 206 23 the the DET crl-26863 206 24 patron patron NOUN crl-26863 206 25 themself themself PRON crl-26863 206 26 . . PUNCT crl-26863 207 1 such such DET crl-26863 207 2 a a DET crl-26863 207 3 dynamic dynamic NOUN crl-26863 207 4 is be AUX crl-26863 207 5 ripe ripe ADJ crl-26863 207 6 for for ADP crl-26863 207 7 future future ADJ crl-26863 207 8 study study NOUN crl-26863 207 9 . . PUNCT crl-26863 208 1 for for ADP crl-26863 208 2 example example NOUN crl-26863 208 3 , , PUNCT crl-26863 208 4 does do VERB crl-26863 208 5 the the DET crl-26863 208 6 small small ADJ crl-26863 208 7 but but CCONJ crl-26863 208 8 significant significant ADJ crl-26863 208 9 difference difference NOUN crl-26863 208 10 between between ADP crl-26863 208 11 lacs lac NOUN crl-26863 208 12 and and CCONJ crl-26863 208 13 patrons patron NOUN crl-26863 208 14 — — PUNCT crl-26863 208 15 regarding regard VERB crl-26863 208 16 views view NOUN crl-26863 208 17 on on ADP crl-26863 208 18 data datum NOUN crl-26863 208 19 privacy privacy NOUN crl-26863 208 20 — — PUNCT crl-26863 208 21 ever ever ADV crl-26863 208 22 result result NOUN crl-26863 208 23 in in ADP crl-26863 208 24 library library ADJ crl-26863 208 25 data datum NOUN crl-26863 208 26 policies policy NOUN crl-26863 208 27 that that PRON crl-26863 208 28 are be AUX crl-26863 208 29 out out ADP crl-26863 208 30 of of ADP crl-26863 208 31 step step NOUN crl-26863 208 32 with with ADP crl-26863 208 33 what what PRON crl-26863 208 34 many many ADJ crl-26863 208 35 patrons patron NOUN crl-26863 208 36 want want VERB crl-26863 208 37 or or CCONJ crl-26863 208 38 need need VERB crl-26863 208 39 ? ? PUNCT crl-26863 209 1 additionally additionally ADV crl-26863 209 2 , , PUNCT crl-26863 209 3 while while SCONJ crl-26863 209 4 we we PRON crl-26863 209 5 might might AUX crl-26863 209 6 be be AUX crl-26863 209 7 able able ADJ crl-26863 209 8 to to PART crl-26863 209 9 infer infer VERB crl-26863 209 10 the the DET crl-26863 209 11 role role NOUN crl-26863 209 12 of of ADP crl-26863 209 13 age age NOUN crl-26863 209 14 as as ADP crl-26863 209 15 an an DET crl-26863 209 16 important important ADJ crl-26863 209 17 variable variable NOUN crl-26863 209 18 when when SCONJ crl-26863 209 19 comparing compare VERB crl-26863 209 20 faculty faculty NOUN crl-26863 209 21 and and CCONJ crl-26863 209 22 students student NOUN crl-26863 209 23 , , PUNCT crl-26863 209 24 future future ADJ crl-26863 209 25 research research NOUN crl-26863 209 26 is be AUX crl-26863 209 27 needed need VERB crl-26863 209 28 to to PART crl-26863 209 29 formally formally ADV crl-26863 209 30 measure measure VERB crl-26863 209 31 and and CCONJ crl-26863 209 32 test test VERB crl-26863 209 33 this this PRON crl-26863 209 34 . . PUNCT crl-26863 210 1 future future ADJ crl-26863 210 2 research research NOUN crl-26863 210 3 could could AUX crl-26863 210 4 also also ADV crl-26863 210 5 explore explore VERB crl-26863 210 6 the the DET crl-26863 210 7 potential potential ADJ crl-26863 210 8 role role NOUN crl-26863 210 9 that that PRON crl-26863 210 10 ‘ ' PUNCT crl-26863 210 11 parentalism parentalism NOUN crl-26863 210 12 ’ ' PUNCT crl-26863 210 13 ( ( PUNCT crl-26863 210 14 i.e. i.e. X crl-26863 210 15 , , PUNCT crl-26863 210 16 a a DET crl-26863 210 17 nongendered nongendered ADJ crl-26863 210 18 version version NOUN crl-26863 210 19 of of ADP crl-26863 210 20 ‘ ' PUNCT crl-26863 210 21 paternalism paternalism NOUN crl-26863 210 22 ’ ' PUNCT crl-26863 210 23 ) ) PUNCT crl-26863 210 24 plays play VERB crl-26863 210 25 in in ADP crl-26863 210 26 the the DET crl-26863 210 27 data datum NOUN crl-26863 210 28 privacy privacy NOUN crl-26863 210 29 decisions decision NOUN crl-26863 210 30 made make VERB crl-26863 210 31 by by ADP crl-26863 210 32 libraries library NOUN crl-26863 210 33 . . PUNCT crl-26863 211 1 parentalism parentalism NOUN crl-26863 211 2 involves involve VERB crl-26863 211 3 restricting restrict VERB crl-26863 211 4 or or CCONJ crl-26863 211 5 controlling control VERB crl-26863 211 6 some some DET crl-26863 211 7 aspect aspect NOUN crl-26863 211 8 of of ADP crl-26863 211 9 others other NOUN crl-26863 211 10 ’ ’ PART crl-26863 211 11 experiences experience NOUN crl-26863 211 12 with with ADP crl-26863 211 13 the the DET crl-26863 211 14 goal goal NOUN crl-26863 211 15 of of ADP crl-26863 211 16 serving serve VERB crl-26863 211 17 their their PRON crl-26863 211 18 best good ADJ crl-26863 211 19 interests interest NOUN crl-26863 211 20 ( ( PUNCT crl-26863 211 21 e.g. e.g. ADV crl-26863 211 22 , , PUNCT crl-26863 211 23 when when SCONJ crl-26863 211 24 states state NOUN crl-26863 211 25 require require VERB crl-26863 211 26 all all DET crl-26863 211 27 motorcyclists motorcyclist NOUN crl-26863 211 28 to to PART crl-26863 211 29 wear wear VERB crl-26863 211 30 helmets helmet NOUN crl-26863 211 31 ) ) PUNCT crl-26863 211 32 ( ( PUNCT crl-26863 211 33 carney carney NOUN crl-26863 211 34 et et PROPN crl-26863 211 35 al al PROPN crl-26863 211 36 . . PROPN crl-26863 211 37 , , PUNCT crl-26863 211 38 2023 2023 NUM crl-26863 211 39 ) ) PUNCT crl-26863 211 40 . . PUNCT crl-26863 212 1 it it PRON crl-26863 212 2 could could AUX crl-26863 212 3 be be AUX crl-26863 212 4 the the DET crl-26863 212 5 case case NOUN crl-26863 212 6 that that SCONJ crl-26863 212 7 some some DET crl-26863 212 8 libraries library NOUN crl-26863 212 9 , , PUNCT crl-26863 212 10 or or CCONJ crl-26863 212 11 library library NOUN crl-26863 212 12 employees employee NOUN crl-26863 212 13 , , PUNCT crl-26863 212 14 push push VERB crl-26863 212 15 for for ADP crl-26863 212 16 data data NOUN crl-26863 212 17 policies policy NOUN crl-26863 212 18 that that PRON crl-26863 212 19 are be AUX crl-26863 212 20 viewed view VERB crl-26863 212 21 as as ADP crl-26863 212 22 best good ADJ crl-26863 212 23 for for ADP crl-26863 212 24 patrons patron NOUN crl-26863 212 25 in in ADP crl-26863 212 26 the the DET crl-26863 212 27 long long ADJ crl-26863 212 28 term term NOUN crl-26863 212 29 , , PUNCT crl-26863 212 30 even even ADV crl-26863 212 31 if if SCONJ crl-26863 212 32 it it PRON crl-26863 212 33 means mean VERB crl-26863 212 34 denying deny VERB crl-26863 212 35 a a DET crl-26863 212 36 desire desire NOUN crl-26863 212 37 in in ADP crl-26863 212 38 the the DET crl-26863 212 39 present present NOUN crl-26863 212 40 ( ( PUNCT crl-26863 212 41 e.g. e.g. ADV crl-26863 212 42 , , PUNCT crl-26863 212 43 the the DET crl-26863 212 44 desire desire NOUN crl-26863 212 45 for for ADP crl-26863 212 46 a a DET crl-26863 212 47 checkout checkout NOUN crl-26863 212 48 history history NOUN crl-26863 212 49 ) ) PUNCT crl-26863 212 50 . . PUNCT crl-26863 213 1 studies study NOUN crl-26863 213 2 of of ADP crl-26863 213 3 altruism altruism NOUN crl-26863 213 4 have have AUX crl-26863 213 5 found find VERB crl-26863 213 6 that that SCONJ crl-26863 213 7 in in ADP crl-26863 213 8 some some DET crl-26863 213 9 contexts contexts NOUN crl-26863 213 10 , , PUNCT crl-26863 213 11 people people NOUN crl-26863 213 12 do do AUX crl-26863 213 13 indeed indeed ADV crl-26863 213 14 engage engage VERB crl-26863 213 15 in in ADP crl-26863 213 16 helping help VERB crl-26863 213 17 behaviors behavior NOUN crl-26863 213 18 not not PART crl-26863 213 19 only only ADV crl-26863 213 20 to to PART crl-26863 213 21 satisfy satisfy VERB crl-26863 213 22 the the DET crl-26863 213 23 immediate immediate ADJ crl-26863 213 24 needs need NOUN crl-26863 213 25 / / SYM crl-26863 213 26 desires desire NOUN crl-26863 213 27 of of ADP crl-26863 213 28 others other NOUN crl-26863 213 29 , , PUNCT crl-26863 213 30 but but CCONJ crl-26863 213 31 also also ADV crl-26863 213 32 to to PART crl-26863 213 33 ensure ensure VERB crl-26863 213 34 the the DET crl-26863 213 35 longer long ADJ crl-26863 213 36 - - PUNCT crl-26863 213 37 term term NOUN crl-26863 213 38 wellbeing wellbeing NOUN crl-26863 213 39 of of ADP crl-26863 213 40 those those DET crl-26863 213 41 others other NOUN crl-26863 213 42 ( ( PUNCT crl-26863 213 43 jacobsson jacobsson NOUN crl-26863 213 44 et et PROPN crl-26863 213 45 al al PROPN crl-26863 213 46 . . PROPN crl-26863 213 47 , , PUNCT crl-26863 213 48 2007 2007 NUM crl-26863 213 49 ) ) PUNCT crl-26863 213 50 . . PUNCT crl-26863 214 1 this this PRON crl-26863 214 2 can can AUX crl-26863 214 3 involve involve VERB crl-26863 214 4 , , PUNCT crl-26863 214 5 for for ADP crl-26863 214 6 example example NOUN crl-26863 214 7 , , PUNCT crl-26863 214 8 not not PART crl-26863 214 9 engaging engage VERB crl-26863 214 10 in in ADP crl-26863 214 11 helping help VERB crl-26863 214 12 behavior behavior NOUN crl-26863 214 13 in in ADP crl-26863 214 14 the the DET crl-26863 214 15 present present NOUN crl-26863 214 16 when when SCONJ crl-26863 214 17 the the DET crl-26863 214 18 helping helping NOUN crl-26863 214 19 may may AUX crl-26863 214 20 lead lead VERB crl-26863 214 21 to to ADP crl-26863 214 22 longer long ADJ crl-26863 214 23 - - PUNCT crl-26863 214 24 term term NOUN crl-26863 214 25 negative negative ADJ crl-26863 214 26 consequences consequence NOUN crl-26863 214 27 ( ( PUNCT crl-26863 214 28 sibicky sibicky PROPN crl-26863 214 29 et et PROPN crl-26863 214 30 al al PROPN crl-26863 214 31 . . PROPN crl-26863 214 32 , , PUNCT crl-26863 214 33 1995 1995 NUM crl-26863 214 34 ) ) PUNCT crl-26863 214 35 . . PUNCT crl-26863 215 1 studies study NOUN crl-26863 215 2 on on ADP crl-26863 215 3 parentalism parentalism NOUN crl-26863 215 4 in in ADP crl-26863 215 5 library library ADJ crl-26863 215 6 policymaking policymaking NOUN crl-26863 215 7 could could AUX crl-26863 215 8 help help VERB crl-26863 215 9 or or CCONJ crl-26863 215 10 hazard hazard VERB crl-26863 215 11 675 675 NUM crl-26863 215 12 add add VERB crl-26863 215 13 novel novel ADJ crl-26863 215 14 and and CCONJ crl-26863 215 15 important important ADJ crl-26863 215 16 findings finding NOUN crl-26863 215 17 to to ADP crl-26863 215 18 both both CCONJ crl-26863 215 19 the the DET crl-26863 215 20 literature literature NOUN crl-26863 215 21 on on ADP crl-26863 215 22 helping help VERB crl-26863 215 23 and and CCONJ crl-26863 215 24 altruism altruism NOUN crl-26863 215 25 , , PUNCT crl-26863 215 26 and and CCONJ crl-26863 215 27 the the DET crl-26863 215 28 literature literature NOUN crl-26863 215 29 on on ADP crl-26863 215 30 library library PROPN crl-26863 215 31 data data PROPN crl-26863 215 32 privacy privacy NOUN crl-26863 215 33 . . PUNCT crl-26863 216 1 future future ADJ crl-26863 216 2 research research NOUN crl-26863 216 3 in in ADP crl-26863 216 4 this this DET crl-26863 216 5 area area NOUN crl-26863 216 6 could could AUX crl-26863 216 7 also also ADV crl-26863 216 8 consider consider VERB crl-26863 216 9 various various ADJ crl-26863 216 10 models model NOUN crl-26863 216 11 of of ADP crl-26863 216 12 reasoning reasoning NOUN crl-26863 216 13 and and CCONJ crl-26863 216 14 decision decision NOUN crl-26863 216 15 making making NOUN crl-26863 216 16 . . PUNCT crl-26863 217 1 research research NOUN crl-26863 217 2 has have AUX crl-26863 217 3 shown show VERB crl-26863 217 4 , , PUNCT crl-26863 217 5 for for ADP crl-26863 217 6 example example NOUN crl-26863 217 7 , , PUNCT crl-26863 217 8 that that SCONJ crl-26863 217 9 when when SCONJ crl-26863 217 10 people people NOUN crl-26863 217 11 are be AUX crl-26863 217 12 asked ask VERB crl-26863 217 13 to to PART crl-26863 217 14 make make VERB crl-26863 217 15 a a DET crl-26863 217 16 morallyor morallyor NOUN crl-26863 217 17 emotionally emotionally ADV crl-26863 217 18 charged charge VERB crl-26863 217 19 judgment judgment NOUN crl-26863 217 20 , , PUNCT crl-26863 217 21 intuition intuition NOUN crl-26863 217 22 often often ADV crl-26863 217 23 drives drive VERB crl-26863 217 24 the the DET crl-26863 217 25 process process NOUN crl-26863 217 26 , , PUNCT crl-26863 217 27 and and CCONJ crl-26863 217 28 explicit explicit ADJ crl-26863 217 29 or or CCONJ crl-26863 217 30 rational rational ADJ crl-26863 217 31 reasoning reasoning NOUN crl-26863 217 32 about about ADP crl-26863 217 33 the the DET crl-26863 217 34 judgment judgment NOUN crl-26863 217 35 is be AUX crl-26863 217 36 often often ADV crl-26863 217 37 constructed construct VERB crl-26863 217 38 after after ADP crl-26863 217 39 the the DET crl-26863 217 40 fact fact NOUN crl-26863 217 41 ( ( PUNCT crl-26863 217 42 e.g. e.g. ADV crl-26863 217 43 , , PUNCT crl-26863 217 44 haidt haidt NOUN crl-26863 217 45 , , PUNCT crl-26863 217 46 2001 2001 NUM crl-26863 217 47 ) ) PUNCT crl-26863 217 48 . . PUNCT crl-26863 218 1 thus thus ADV crl-26863 218 2 , , PUNCT crl-26863 218 3 it it PRON crl-26863 218 4 may may AUX crl-26863 218 5 be be AUX crl-26863 218 6 that that SCONJ crl-26863 218 7 the the DET crl-26863 218 8 explanations explanation NOUN crl-26863 218 9 provided provide VERB crl-26863 218 10 by by ADP crl-26863 218 11 our our PRON crl-26863 218 12 participants participant NOUN crl-26863 218 13 regarding regard VERB crl-26863 218 14 their their PRON crl-26863 218 15 past past ADJ crl-26863 218 16 checkout checkout NOUN crl-26863 218 17 history history NOUN crl-26863 218 18 choices choice NOUN crl-26863 218 19 did do AUX crl-26863 218 20 not not PART crl-26863 218 21 fully fully ADV crl-26863 218 22 reflect reflect VERB crl-26863 218 23 the the DET crl-26863 218 24 cognitive cognitive ADJ crl-26863 218 25 and and CCONJ crl-26863 218 26 emotional emotional ADJ crl-26863 218 27 processes process NOUN crl-26863 218 28 at at ADP crl-26863 218 29 play play NOUN crl-26863 218 30 during during ADP crl-26863 218 31 the the DET crl-26863 218 32 moment moment NOUN crl-26863 218 33 of of ADP crl-26863 218 34 opting opt VERB crl-26863 218 35 in in ADP crl-26863 218 36 or or CCONJ crl-26863 218 37 out out ADP crl-26863 218 38 of of ADP crl-26863 218 39 data datum NOUN crl-26863 218 40 retention retention NOUN crl-26863 218 41 . . PUNCT crl-26863 219 1 further far ADV crl-26863 219 2 , , PUNCT crl-26863 219 3 for for ADP crl-26863 219 4 some some DET crl-26863 219 5 participants participant NOUN crl-26863 219 6 the the DET crl-26863 219 7 decision decision NOUN crl-26863 219 8 may may AUX crl-26863 219 9 have have AUX crl-26863 219 10 been be AUX crl-26863 219 11 an an DET crl-26863 219 12 emotionally emotionally ADV crl-26863 219 13 charged charge VERB crl-26863 219 14 one one NUM crl-26863 219 15 , , PUNCT crl-26863 219 16 while while SCONJ crl-26863 219 17 for for ADP crl-26863 219 18 others other NOUN crl-26863 219 19 it it PRON crl-26863 219 20 may may AUX crl-26863 219 21 have have AUX crl-26863 219 22 been be AUX crl-26863 219 23 a a DET crl-26863 219 24 simple simple ADJ crl-26863 219 25 and and CCONJ crl-26863 219 26 unemotional unemotional ADJ crl-26863 219 27 one one NOUN crl-26863 219 28 ; ; PUNCT crl-26863 219 29 these these DET crl-26863 219 30 potential potential ADJ crl-26863 219 31 differences difference NOUN crl-26863 219 32 in in ADP crl-26863 219 33 orientation orientation NOUN crl-26863 219 34 toward toward ADP crl-26863 219 35 data datum NOUN crl-26863 219 36 privacy privacy NOUN crl-26863 219 37 decisions decision NOUN crl-26863 219 38 should should AUX crl-26863 219 39 ideally ideally ADV crl-26863 219 40 be be AUX crl-26863 219 41 considered consider VERB crl-26863 219 42 in in ADP crl-26863 219 43 future future ADJ crl-26863 219 44 studies study NOUN crl-26863 219 45 of of ADP crl-26863 219 46 this this DET crl-26863 219 47 topic topic NOUN crl-26863 219 48 and and CCONJ crl-26863 219 49 considered consider VERB crl-26863 219 50 when when SCONJ crl-26863 219 51 creating create VERB crl-26863 219 52 and and CCONJ crl-26863 219 53 communicating communicate VERB crl-26863 219 54 about about ADP crl-26863 219 55 privacy privacy NOUN crl-26863 219 56 issues issue NOUN crl-26863 219 57 . . PUNCT crl-26863 220 1 limitations limitation NOUN crl-26863 220 2 we we PRON crl-26863 220 3 acknowledge acknowledge VERB crl-26863 220 4 that that SCONJ crl-26863 220 5 this this DET crl-26863 220 6 study study NOUN crl-26863 220 7 was be AUX crl-26863 220 8 narrow narrow ADJ crl-26863 220 9 and and CCONJ crl-26863 220 10 had have VERB crl-26863 220 11 shortcomings shortcoming NOUN crl-26863 220 12 . . PUNCT crl-26863 221 1 first first ADV crl-26863 221 2 , , PUNCT crl-26863 221 3 we we PRON crl-26863 221 4 were be AUX crl-26863 221 5 very very ADV crl-26863 221 6 interested interested ADJ crl-26863 221 7 in in ADP crl-26863 221 8 the the DET crl-26863 221 9 role role NOUN crl-26863 221 10 that that PRON crl-26863 221 11 social social ADJ crl-26863 221 12 identity identity NOUN crl-26863 221 13 might might AUX crl-26863 221 14 play play VERB crl-26863 221 15 in in ADP crl-26863 221 16 how how SCONJ crl-26863 221 17 people people NOUN crl-26863 221 18 think think VERB crl-26863 221 19 about about ADP crl-26863 221 20 the the DET crl-26863 221 21 privacy privacy NOUN crl-26863 221 22 of of ADP crl-26863 221 23 their their PRON crl-26863 221 24 library library NOUN crl-26863 221 25 data datum NOUN crl-26863 221 26 . . PUNCT crl-26863 222 1 we we PRON crl-26863 222 2 did do AUX crl-26863 222 3 ask ask VERB crl-26863 222 4 a a DET crl-26863 222 5 very very ADV crl-26863 222 6 broad broad ADJ crl-26863 222 7 question question NOUN crl-26863 222 8 to to PART crl-26863 222 9 ascertain ascertain VERB crl-26863 222 10 whether whether SCONJ crl-26863 222 11 respondents respondent NOUN crl-26863 222 12 were be AUX crl-26863 222 13 members member NOUN crl-26863 222 14 of of ADP crl-26863 222 15 marginalized marginalize VERB crl-26863 222 16 and/or and/or CCONJ crl-26863 222 17 underrepresented underrepresented ADJ crl-26863 222 18 groups group NOUN crl-26863 222 19 ( ( PUNCT crl-26863 222 20 e.g. e.g. ADV crl-26863 222 21 , , PUNCT crl-26863 222 22 due due ADP crl-26863 222 23 to to ADP crl-26863 222 24 racism racism NOUN crl-26863 222 25 , , PUNCT crl-26863 222 26 gender gender NOUN crl-26863 222 27 discrimination discrimination NOUN crl-26863 222 28 , , PUNCT crl-26863 222 29 homophobia homophobia NOUN crl-26863 222 30 , , PUNCT crl-26863 222 31 etc etc X crl-26863 222 32 . . X crl-26863 222 33 ) ) PUNCT crl-26863 222 34 . . PUNCT crl-26863 223 1 we we PRON crl-26863 223 2 did do AUX crl-26863 223 3 not not PART crl-26863 223 4 find find VERB crl-26863 223 5 much much ADJ crl-26863 223 6 in in ADP crl-26863 223 7 the the DET crl-26863 223 8 way way NOUN crl-26863 223 9 of of ADP crl-26863 223 10 group group NOUN crl-26863 223 11 differences difference NOUN crl-26863 223 12 regarding regard VERB crl-26863 223 13 social social ADJ crl-26863 223 14 identity identity NOUN crl-26863 223 15 , , PUNCT crl-26863 223 16 but but CCONJ crl-26863 223 17 this this PRON crl-26863 223 18 may may AUX crl-26863 223 19 have have AUX crl-26863 223 20 been be AUX crl-26863 223 21 because because SCONJ crl-26863 223 22 we we PRON crl-26863 223 23 did do AUX crl-26863 223 24 not not PART crl-26863 223 25 ask ask VERB crl-26863 223 26 nuanced nuanced ADJ crl-26863 223 27 questions question NOUN crl-26863 223 28 about about ADP crl-26863 223 29 various various ADJ crl-26863 223 30 aspects aspect NOUN crl-26863 223 31 of of ADP crl-26863 223 32 respondents respondent NOUN crl-26863 223 33 ’ ’ PART crl-26863 223 34 identities identity NOUN crl-26863 223 35 . . PUNCT crl-26863 224 1 for for ADP crl-26863 224 2 example example NOUN crl-26863 224 3 , , PUNCT crl-26863 224 4 it it PRON crl-26863 224 5 might might AUX crl-26863 224 6 be be AUX crl-26863 224 7 that that SCONJ crl-26863 224 8 people people NOUN crl-26863 224 9 who who PRON crl-26863 224 10 lgbtq+ lgbtq+ VERB crl-26863 224 11 are be AUX crl-26863 224 12 more more ADV crl-26863 224 13 concerned concerned ADJ crl-26863 224 14 about about ADP crl-26863 224 15 the the DET crl-26863 224 16 privacy privacy NOUN crl-26863 224 17 of of ADP crl-26863 224 18 their their PRON crl-26863 224 19 library library ADJ crl-26863 224 20 checkouts checkout NOUN crl-26863 224 21 compared compare VERB crl-26863 224 22 to to ADP crl-26863 224 23 heterosexual heterosexual ADJ crl-26863 224 24 people people NOUN crl-26863 224 25 ; ; PUNCT crl-26863 224 26 the the DET crl-26863 224 27 approach approach NOUN crl-26863 224 28 of of ADP crl-26863 224 29 the the DET crl-26863 224 30 present present ADJ crl-26863 224 31 study study NOUN crl-26863 224 32 did do AUX crl-26863 224 33 not not PART crl-26863 224 34 allow allow VERB crl-26863 224 35 for for ADP crl-26863 224 36 this this DET crl-26863 224 37 level level NOUN crl-26863 224 38 of of ADP crl-26863 224 39 exploration exploration NOUN crl-26863 224 40 ; ; PUNCT crl-26863 224 41 future future ADJ crl-26863 224 42 research research NOUN crl-26863 224 43 in in ADP crl-26863 224 44 this this DET crl-26863 224 45 area area NOUN crl-26863 224 46 could could AUX crl-26863 224 47 benefit benefit VERB crl-26863 224 48 from from ADP crl-26863 224 49 stronger strong ADJ crl-26863 224 50 social social ADJ crl-26863 224 51 identity identity NOUN crl-26863 224 52 questions question NOUN crl-26863 224 53 . . PUNCT crl-26863 225 1 in in ADP crl-26863 225 2 addition addition NOUN crl-26863 225 3 , , PUNCT crl-26863 225 4 we we PRON crl-26863 225 5 did do AUX crl-26863 225 6 not not PART crl-26863 225 7 explore explore VERB crl-26863 225 8 whether whether SCONJ crl-26863 225 9 patron patron NOUN crl-26863 225 10 checkout checkout NOUN crl-26863 225 11 history history NOUN crl-26863 225 12 choices choice NOUN crl-26863 225 13 were be AUX crl-26863 225 14 related relate VERB crl-26863 225 15 to to ADP crl-26863 225 16 other other ADJ crl-26863 225 17 choices choice NOUN crl-26863 225 18 about about ADP crl-26863 225 19 data datum NOUN crl-26863 225 20 privacy privacy NOUN crl-26863 225 21 , , PUNCT crl-26863 225 22 both both CCONJ crl-26863 225 23 inside inside ADP crl-26863 225 24 and and CCONJ crl-26863 225 25 outside outside ADP crl-26863 225 26 the the DET crl-26863 225 27 library library NOUN crl-26863 225 28 context context NOUN crl-26863 225 29 . . PUNCT crl-26863 226 1 a a DET crl-26863 226 2 study study NOUN crl-26863 226 3 incorporating incorporate VERB crl-26863 226 4 more more ADJ crl-26863 226 5 than than ADP crl-26863 226 6 one one NUM crl-26863 226 7 data datum NOUN crl-26863 226 8 privacy privacy NOUN crl-26863 226 9 decision decision NOUN crl-26863 226 10 will will AUX crl-26863 226 11 likely likely ADV crl-26863 226 12 shed shed VERB crl-26863 226 13 even even ADV crl-26863 226 14 richer rich ADJ crl-26863 226 15 light light NOUN crl-26863 226 16 on on ADP crl-26863 226 17 how how SCONJ crl-26863 226 18 people people NOUN crl-26863 226 19 think think VERB crl-26863 226 20 about about ADP crl-26863 226 21 their their PRON crl-26863 226 22 library library NOUN crl-26863 226 23 data datum NOUN crl-26863 226 24 . . PUNCT crl-26863 227 1 although although SCONJ crl-26863 227 2 we we PRON crl-26863 227 3 examined examine VERB crl-26863 227 4 the the DET crl-26863 227 5 association association NOUN crl-26863 227 6 between between ADP crl-26863 227 7 trust trust NOUN crl-26863 227 8 in in ADP crl-26863 227 9 libraries library NOUN crl-26863 227 10 and and CCONJ crl-26863 227 11 patron patron NOUN crl-26863 227 12 privacy privacy NOUN crl-26863 227 13 choices choice NOUN crl-26863 227 14 , , PUNCT crl-26863 227 15 we we PRON crl-26863 227 16 did do AUX crl-26863 227 17 not not PART crl-26863 227 18 explore explore VERB crl-26863 227 19 causal causal ADJ crl-26863 227 20 relationships relationship NOUN crl-26863 227 21 . . PUNCT crl-26863 228 1 it it PRON crl-26863 228 2 may may AUX crl-26863 228 3 be be AUX crl-26863 228 4 that that DET crl-26863 228 5 libraries library NOUN crl-26863 228 6 that that PRON crl-26863 228 7 offer offer VERB crl-26863 228 8 patrons patron NOUN crl-26863 228 9 data data PROPN crl-26863 228 10 privacy privacy NOUN crl-26863 228 11 choices choice NOUN crl-26863 228 12 are be AUX crl-26863 228 13 more more ADV crl-26863 228 14 trusted trust VERB crl-26863 228 15 than than ADP crl-26863 228 16 libraries library NOUN crl-26863 228 17 that that PRON crl-26863 228 18 do do VERB crl-26863 228 19 not not PART crl-26863 228 20 ; ; PUNCT crl-26863 228 21 such such DET crl-26863 228 22 a a DET crl-26863 228 23 question question NOUN crl-26863 228 24 would would AUX crl-26863 228 25 be be AUX crl-26863 228 26 worth worth ADJ crl-26863 228 27 exploring explore VERB crl-26863 228 28 , , PUNCT crl-26863 228 29 since since SCONJ crl-26863 228 30 the the DET crl-26863 228 31 findings finding NOUN crl-26863 228 32 could could AUX crl-26863 228 33 have have VERB crl-26863 228 34 very very ADV crl-26863 228 35 practical practical ADJ crl-26863 228 36 implications implication NOUN crl-26863 228 37 . . PUNCT crl-26863 229 1 conclusion conclusion NOUN crl-26863 229 2 what what PRON crl-26863 229 3 do do AUX crl-26863 229 4 the the DET crl-26863 229 5 findings finding NOUN crl-26863 229 6 of of ADP crl-26863 229 7 the the DET crl-26863 229 8 present present ADJ crl-26863 229 9 study study NOUN crl-26863 229 10 suggest suggest VERB crl-26863 229 11 about about ADP crl-26863 229 12 constructing construct VERB crl-26863 229 13 or or CCONJ crl-26863 229 14 updating update VERB crl-26863 229 15 library library ADJ crl-26863 229 16 data datum NOUN crl-26863 229 17 policies policy NOUN crl-26863 229 18 ? ? PUNCT crl-26863 230 1 first first ADV crl-26863 230 2 , , PUNCT crl-26863 230 3 the the DET crl-26863 230 4 findings finding NOUN crl-26863 230 5 indicate indicate VERB crl-26863 230 6 that that SCONJ crl-26863 230 7 it it PRON crl-26863 230 8 may may AUX crl-26863 230 9 be be AUX crl-26863 230 10 beneficial beneficial ADJ crl-26863 230 11 for for SCONJ crl-26863 230 12 library library ADJ crl-26863 230 13 policy policy NOUN crl-26863 230 14 makers maker NOUN crl-26863 230 15 to to PART crl-26863 230 16 explicitly explicitly ADV crl-26863 230 17 consider consider VERB crl-26863 230 18 their their PRON crl-26863 230 19 own own ADJ crl-26863 230 20 feelings feeling NOUN crl-26863 230 21 and and CCONJ crl-26863 230 22 values value NOUN crl-26863 230 23 related relate VERB crl-26863 230 24 to to ADP crl-26863 230 25 data datum NOUN crl-26863 230 26 privacy privacy NOUN crl-26863 230 27 alongside alongside ADP crl-26863 230 28 findings finding NOUN crl-26863 230 29 from from ADP crl-26863 230 30 recent recent ADJ crl-26863 230 31 studies study NOUN crl-26863 230 32 that that PRON crl-26863 230 33 shed shed VERB crl-26863 230 34 light light NOUN crl-26863 230 35 on on ADP crl-26863 230 36 patron patron NOUN crl-26863 230 37 feelings feeling NOUN crl-26863 230 38 and and CCONJ crl-26863 230 39 values value NOUN crl-26863 230 40 . . PUNCT crl-26863 231 1 noting note VERB crl-26863 231 2 where where SCONJ crl-26863 231 3 the the DET crl-26863 231 4 orientations orientation NOUN crl-26863 231 5 across across ADP crl-26863 231 6 library library ADJ crl-26863 231 7 employees employee NOUN crl-26863 231 8 and and CCONJ crl-26863 231 9 patrons patron NOUN crl-26863 231 10 converge converge VERB crl-26863 231 11 and and CCONJ crl-26863 231 12 diverge diverge VERB crl-26863 231 13 may may AUX crl-26863 231 14 enable enable VERB crl-26863 231 15 policy policy NOUN crl-26863 231 16 makers maker NOUN crl-26863 231 17 to to PART crl-26863 231 18 try try VERB crl-26863 231 19 new new ADJ crl-26863 231 20 approaches approach NOUN crl-26863 231 21 to to ADP crl-26863 231 22 managing manage VERB crl-26863 231 23 library library NOUN crl-26863 231 24 data datum NOUN crl-26863 231 25 , , PUNCT crl-26863 231 26 and/or and/or CCONJ crl-26863 231 27 to to PART crl-26863 231 28 communicate communicate VERB crl-26863 231 29 effectively effectively ADV crl-26863 231 30 and and CCONJ crl-26863 231 31 empathetically empathetically ADV crl-26863 231 32 about about ADP crl-26863 231 33 the the DET crl-26863 231 34 reasoning reasoning NOUN crl-26863 231 35 behind behind ADP crl-26863 231 36 data datum NOUN crl-26863 231 37 policies policy NOUN crl-26863 231 38 . . PUNCT crl-26863 232 1 second second ADJ crl-26863 232 2 , , PUNCT crl-26863 232 3 the the DET crl-26863 232 4 findings finding NOUN crl-26863 232 5 indicate indicate VERB crl-26863 232 6 that that SCONJ crl-26863 232 7 , , PUNCT crl-26863 232 8 when when SCONJ crl-26863 232 9 given give VERB crl-26863 232 10 some some DET crl-26863 232 11 control control NOUN crl-26863 232 12 over over ADP crl-26863 232 13 their their PRON crl-26863 232 14 library library NOUN crl-26863 232 15 data datum NOUN crl-26863 232 16 , , PUNCT crl-26863 232 17 patrons patron NOUN crl-26863 232 18 typically typically ADV crl-26863 232 19 have have VERB crl-26863 232 20 a a DET crl-26863 232 21 very very ADV crl-26863 232 22 clear clear ADJ crl-26863 232 23 sense sense NOUN crl-26863 232 24 of of ADP crl-26863 232 25 their their PRON crl-26863 232 26 preferences preference NOUN crl-26863 232 27 . . PUNCT crl-26863 233 1 library library NOUN crl-26863 233 2 leaders leader NOUN crl-26863 233 3 should should AUX crl-26863 233 4 consider consider VERB crl-26863 233 5 laying lay VERB crl-26863 233 6 out out ADP crl-26863 233 7 the the DET crl-26863 233 8 potential potential ADJ crl-26863 233 9 pros pro NOUN crl-26863 233 10 and and CCONJ crl-26863 233 11 cons con NOUN crl-26863 233 12 of of ADP crl-26863 233 13 any any DET crl-26863 233 14 data data NOUN crl-26863 233 15 choices choice NOUN crl-26863 233 16 being be AUX crl-26863 233 17 offered offer VERB crl-26863 233 18 to to ADP crl-26863 233 19 their their PRON crl-26863 233 20 patrons patron NOUN crl-26863 233 21 , , PUNCT crl-26863 233 22 so so SCONJ crl-26863 233 23 that that SCONJ crl-26863 233 24 patrons patron NOUN crl-26863 233 25 who who PRON crl-26863 233 26 might might AUX crl-26863 233 27 ordinarily ordinarily ADV crl-26863 233 28 make make VERB crl-26863 233 29 such such DET crl-26863 233 30 a a DET crl-26863 233 31 decision decision NOUN crl-26863 233 32 very very ADV crl-26863 233 33 quickly quickly ADV crl-26863 233 34 can can AUX crl-26863 233 35 slow slow VERB crl-26863 233 36 down down ADP crl-26863 233 37 and and CCONJ crl-26863 233 38 consider consider VERB crl-26863 233 39 future future ADJ crl-26863 233 40 ramifications ramification NOUN crl-26863 233 41 ; ; PUNCT crl-26863 233 42 this this PRON crl-26863 233 43 would would AUX crl-26863 233 44 676 676 NUM crl-26863 233 45 college college NOUN crl-26863 233 46 & & CCONJ crl-26863 233 47 research research PROPN crl-26863 233 48 libraries library NOUN crl-26863 233 49 july july PROPN crl-26863 233 50 2025 2025 NUM crl-26863 233 51 eliminate eliminate VERB crl-26863 233 52 the the DET crl-26863 233 53 need need NOUN crl-26863 233 54 for for SCONJ crl-26863 233 55 libraries library NOUN crl-26863 233 56 to to PART crl-26863 233 57 engage engage VERB crl-26863 233 58 in in ADP crl-26863 233 59 proactive proactive ADJ crl-26863 233 60 parentalism parentalism NOUN crl-26863 233 61 while while SCONJ crl-26863 233 62 still still ADV crl-26863 233 63 allowing allow VERB crl-26863 233 64 them they PRON crl-26863 233 65 to to PART crl-26863 233 66 champion champion VERB crl-26863 233 67 strong strong ADJ crl-26863 233 68 data datum NOUN crl-26863 233 69 privacy privacy NOUN crl-26863 233 70 practices practice NOUN crl-26863 233 71 . . PUNCT crl-26863 234 1 finally finally ADV crl-26863 234 2 , , PUNCT crl-26863 234 3 our our PRON crl-26863 234 4 study study NOUN crl-26863 234 5 indicated indicate VERB crl-26863 234 6 that that SCONJ crl-26863 234 7 many many ADJ crl-26863 234 8 library library ADJ crl-26863 234 9 patrons patron NOUN crl-26863 234 10 were be AUX crl-26863 234 11 unaware unaware ADJ crl-26863 234 12 of of ADP crl-26863 234 13 their their PRON crl-26863 234 14 library library NOUN crl-26863 234 15 ’s ’s PART crl-26863 234 16 data datum NOUN crl-26863 234 17 policies policy NOUN crl-26863 234 18 and and CCONJ crl-26863 234 19 practices practice NOUN crl-26863 234 20 . . PUNCT crl-26863 235 1 although although SCONJ crl-26863 235 2 campus campus NOUN crl-26863 235 3 communities community NOUN crl-26863 235 4 are be AUX crl-26863 235 5 typically typically ADV crl-26863 235 6 bombarded bombard VERB crl-26863 235 7 with with ADP crl-26863 235 8 messages message NOUN crl-26863 235 9 from from ADP crl-26863 235 10 their their PRON crl-26863 235 11 colleges college NOUN crl-26863 235 12 and and CCONJ crl-26863 235 13 universities university NOUN crl-26863 235 14 , , PUNCT crl-26863 235 15 we we PRON crl-26863 235 16 strongly strongly ADV crl-26863 235 17 recommend recommend VERB crl-26863 235 18 that that SCONJ crl-26863 235 19 libraries library NOUN crl-26863 235 20 find find VERB crl-26863 235 21 effective effective ADJ crl-26863 235 22 ways way NOUN crl-26863 235 23 to to PART crl-26863 235 24 alert alert VERB crl-26863 235 25 their their PRON crl-26863 235 26 users user NOUN crl-26863 235 27 to to ADP crl-26863 235 28 how how SCONJ crl-26863 235 29 their their PRON crl-26863 235 30 library library NOUN crl-26863 235 31 data datum NOUN crl-26863 235 32 are be AUX crl-26863 235 33 managed manage VERB crl-26863 235 34 , , PUNCT crl-26863 235 35 and and CCONJ crl-26863 235 36 what what DET crl-26863 235 37 options option NOUN crl-26863 235 38 are be AUX crl-26863 235 39 available available ADJ crl-26863 235 40 to to ADP crl-26863 235 41 them they PRON crl-26863 235 42 ( ( PUNCT crl-26863 235 43 or or CCONJ crl-26863 235 44 not not PART crl-26863 235 45 ) ) PUNCT crl-26863 235 46 . . PUNCT crl-26863 236 1 this this PRON crl-26863 236 2 might might AUX crl-26863 236 3 involve involve VERB crl-26863 236 4 one one NUM crl-26863 236 5 or or CCONJ crl-26863 236 6 more more ADJ crl-26863 236 7 of of ADP crl-26863 236 8 the the DET crl-26863 236 9 following following NOUN crl-26863 236 10 : : PUNCT crl-26863 236 11 paying pay VERB crl-26863 236 12 students student NOUN crl-26863 236 13 to to PART crl-26863 236 14 communicate communicate VERB crl-26863 236 15 about about ADP crl-26863 236 16 the the DET crl-26863 236 17 library library NOUN crl-26863 236 18 with with ADP crl-26863 236 19 their their PRON crl-26863 236 20 peers peer NOUN crl-26863 236 21 , , PUNCT crl-26863 236 22 liaison liaison NOUN crl-26863 236 23 outreach outreach NOUN crl-26863 236 24 to to ADP crl-26863 236 25 academic academic ADJ crl-26863 236 26 units unit NOUN crl-26863 236 27 , , PUNCT crl-26863 236 28 connecting connect VERB crl-26863 236 29 with with ADP crl-26863 236 30 campus campus NOUN crl-26863 236 31 groups group NOUN crl-26863 236 32 , , PUNCT crl-26863 236 33 using use VERB crl-26863 236 34 social social ADJ crl-26863 236 35 media medium NOUN crl-26863 236 36 , , PUNCT crl-26863 236 37 placing place VERB crl-26863 236 38 messages message NOUN crl-26863 236 39 on on ADP crl-26863 236 40 library library ADJ crl-26863 236 41 websites website NOUN crl-26863 236 42 , , PUNCT crl-26863 236 43 and and CCONJ crl-26863 236 44 creating create VERB crl-26863 236 45 welcome welcome ADJ crl-26863 236 46 kits kit NOUN crl-26863 236 47 for for ADP crl-26863 236 48 those those PRON crl-26863 236 49 new new ADJ crl-26863 236 50 to to ADP crl-26863 236 51 campus campus VERB crl-26863 236 52 . . PUNCT crl-26863 237 1 some some PRON crl-26863 237 2 of of ADP crl-26863 237 3 these these DET crl-26863 237 4 communication communication NOUN crl-26863 237 5 efforts effort NOUN crl-26863 237 6 could could AUX crl-26863 237 7 also also ADV crl-26863 237 8 , , PUNCT crl-26863 237 9 of of ADP crl-26863 237 10 course course NOUN crl-26863 237 11 , , PUNCT crl-26863 237 12 be be AUX crl-26863 237 13 paired pair VERB crl-26863 237 14 with with ADP crl-26863 237 15 an an DET crl-26863 237 16 explanation explanation NOUN crl-26863 237 17 of of ADP crl-26863 237 18 library library ADJ crl-26863 237 19 offerings offering NOUN crl-26863 237 20 and and CCONJ crl-26863 237 21 encouragement encouragement NOUN crl-26863 237 22 to to PART crl-26863 237 23 use use VERB crl-26863 237 24 those those DET crl-26863 237 25 offerings offering NOUN crl-26863 237 26 as as ADP crl-26863 237 27 well well ADV crl-26863 237 28 - - PUNCT crl-26863 237 29 informed inform VERB crl-26863 237 30 , , PUNCT crl-26863 237 31 empowered empowered ADJ crl-26863 237 32 patrons patron NOUN crl-26863 237 33 . . PUNCT crl-26863 238 1 acknowledgements acknowledgement NOUN crl-26863 238 2 the the DET crl-26863 238 3 authors author NOUN crl-26863 238 4 are be AUX crl-26863 238 5 grateful grateful ADJ crl-26863 238 6 to to ADP crl-26863 238 7 monique monique PROPN crl-26863 238 8 rio rio PROPN crl-26863 238 9 at at ADP crl-26863 238 10 the the DET crl-26863 238 11 university university PROPN crl-26863 238 12 of of ADP crl-26863 238 13 michigan michigan PROPN crl-26863 238 14 library library PROPN crl-26863 238 15 for for ADP crl-26863 238 16 providing provide VERB crl-26863 238 17 the the DET crl-26863 238 18 data datum NOUN crl-26863 238 19 used use VERB crl-26863 238 20 in in ADP crl-26863 238 21 this this DET crl-26863 238 22 analysis analysis NOUN crl-26863 238 23 . . PUNCT crl-26863 239 1 we we PRON crl-26863 239 2 also also ADV crl-26863 239 3 thank thank VERB crl-26863 239 4 all all DET crl-26863 239 5 those those PRON crl-26863 239 6 who who PRON crl-26863 239 7 took take VERB crl-26863 239 8 the the DET crl-26863 239 9 time time NOUN crl-26863 239 10 to to PART crl-26863 239 11 participate participate VERB crl-26863 239 12 in in ADP crl-26863 239 13 this this DET crl-26863 239 14 study study NOUN crl-26863 239 15 . . PUNCT crl-26863 240 1 references reference NOUN crl-26863 240 2 american american PROPN crl-26863 240 3 library library PROPN crl-26863 240 4 association association PROPN crl-26863 240 5 . . PUNCT crl-26863 241 1 ( ( PUNCT crl-26863 241 2 2021 2021 NUM crl-26863 241 3 , , PUNCT crl-26863 241 4 july july PROPN crl-26863 241 5 21 21 NUM crl-26863 241 6 ) ) PUNCT crl-26863 241 7 . . PUNCT crl-26863 242 1 professional professional ADJ crl-26863 242 2 ethics ethic NOUN crl-26863 242 3 . . PUNCT crl-26863 243 1 https://www.ala.org/tools/ethics https://www.ala.org/tools/ethics PROPN crl-26863 243 2 asher asher PROPN crl-26863 243 3 , , PUNCT crl-26863 243 4 a. a. PROPN crl-26863 243 5 , , PUNCT crl-26863 243 6 briney briney PROPN crl-26863 243 7 , , PUNCT crl-26863 243 8 k. k. PROPN crl-26863 243 9 a. a. PROPN crl-26863 243 10 , , PUNCT crl-26863 243 11 jones jones PROPN crl-26863 243 12 , , PUNCT crl-26863 243 13 k. k. PROPN crl-26863 243 14 m. m. PROPN crl-26863 243 15 l. l. PROPN crl-26863 243 16 , , PUNCT crl-26863 243 17 regalado regalado PROPN crl-26863 243 18 , , PUNCT crl-26863 243 19 m. m. NOUN crl-26863 243 20 , , PUNCT crl-26863 243 21 perry perry PROPN crl-26863 243 22 , , PUNCT crl-26863 243 23 m. m. PROPN crl-26863 243 24 r. r. PROPN crl-26863 243 25 , , PUNCT crl-26863 243 26 goben goben NOUN crl-26863 243 27 , , PUNCT crl-26863 243 28 a. a. NOUN crl-26863 243 29 , , PUNCT crl-26863 243 30 smale smale NOUN crl-26863 243 31 , , PUNCT crl-26863 243 32 m. m. NOUN crl-26863 243 33 , , PUNCT crl-26863 243 34 & & CCONJ crl-26863 243 35 salo salo PROPN crl-26863 243 36 , , PUNCT crl-26863 243 37 d. d. PROPN crl-26863 243 38 ( ( PUNCT crl-26863 243 39 2022 2022 NUM crl-26863 243 40 ) ) PUNCT crl-26863 243 41 . . PUNCT crl-26863 244 1 questions question NOUN crl-26863 244 2 of of ADP crl-26863 244 3 trust trust NOUN crl-26863 244 4 : : PUNCT crl-26863 244 5 a a DET crl-26863 244 6 survey survey NOUN crl-26863 244 7 of of ADP crl-26863 244 8 student student NOUN crl-26863 244 9 expectations expectation NOUN crl-26863 244 10 and and CCONJ crl-26863 244 11 perspectives perspective NOUN crl-26863 244 12 on on ADP crl-26863 244 13 library library NOUN crl-26863 244 14 learning learn VERB crl-26863 244 15 analytics analytic NOUN crl-26863 244 16 . . PUNCT crl-26863 245 1 library library PROPN crl-26863 245 2 quarterly quarterly ADV crl-26863 245 3 , , PUNCT crl-26863 245 4 92(2 92(2 NUM crl-26863 245 5 ) ) PUNCT crl-26863 245 6 , , PUNCT crl-26863 245 7 151–171 151–171 NUM crl-26863 245 8 . . PUNCT crl-26863 246 1 https://doi.org/10.1086/718605 https://doi.org/10.1086/718605 X crl-26863 246 2 carney carney PROPN crl-26863 246 3 , , PUNCT crl-26863 246 4 t. t. PROPN crl-26863 246 5 , , PUNCT crl-26863 246 6 bigby bigby PROPN crl-26863 246 7 , , PUNCT crl-26863 246 8 c. c. PROPN crl-26863 246 9 , , PUNCT crl-26863 246 10 then then ADV crl-26863 246 11 , , PUNCT crl-26863 246 12 s.-n s.-n PROPN crl-26863 246 13 . . PROPN crl-26863 246 14 , , PUNCT crl-26863 246 15 smith smith PROPN crl-26863 246 16 , , PUNCT crl-26863 246 17 e. e. PROPN crl-26863 246 18 , , PUNCT crl-26863 246 19 wiesel wiesel PROPN crl-26863 246 20 , , PUNCT crl-26863 246 21 i. i. PROPN crl-26863 246 22 , , PUNCT crl-26863 246 23 & & CCONJ crl-26863 246 24 douglas douglas PROPN crl-26863 246 25 , , PUNCT crl-26863 246 26 j. j. PROPN crl-26863 246 27 ( ( PUNCT crl-26863 246 28 2023 2023 NUM crl-26863 246 29 ) ) PUNCT crl-26863 246 30 . . PUNCT crl-26863 247 1 paternalism paternalism NOUN crl-26863 247 2 to to ADP crl-26863 247 3 empowerment empowerment NOUN crl-26863 247 4 : : PUNCT crl-26863 247 5 all all PRON crl-26863 247 6 in in ADP crl-26863 247 7 the the DET crl-26863 247 8 eye eye NOUN crl-26863 247 9 of of ADP crl-26863 247 10 the the DET crl-26863 247 11 beholder beholder NOUN crl-26863 247 12 ? ? PUNCT crl-26863 248 1 disability disability NOUN crl-26863 248 2 & & CCONJ crl-26863 248 3 society society NOUN crl-26863 248 4 , , PUNCT crl-26863 248 5 38(3 38(3 NUM crl-26863 248 6 ) ) PUNCT crl-26863 248 7 , , PUNCT crl-26863 248 8 503–523 503–523 NUM crl-26863 248 9 . . PUNCT crl-26863 249 1 https://doi.org/10.1080/09687599.2021.1941781 https://doi.org/10.1080/09687599.2021.1941781 X crl-26863 249 2 charmaz charmaz PROPN crl-26863 249 3 , , PUNCT crl-26863 249 4 k. k. PROPN crl-26863 249 5 ( ( PUNCT crl-26863 249 6 2003 2003 NUM crl-26863 249 7 ) ) PUNCT crl-26863 249 8 . . PUNCT crl-26863 250 1 grounded ground VERB crl-26863 250 2 theory theory NOUN crl-26863 250 3 . . PUNCT crl-26863 251 1 in in ADP crl-26863 251 2 j. j. PROPN crl-26863 251 3 a. a. PROPN crl-26863 251 4 smith smith PROPN crl-26863 251 5 ( ( PUNCT crl-26863 251 6 ed ed NOUN crl-26863 251 7 . . PUNCT crl-26863 251 8 ) ) PUNCT crl-26863 251 9 , , PUNCT crl-26863 251 10 qualitative qualitative ADJ crl-26863 251 11 psychology psychology NOUN crl-26863 251 12 : : PUNCT crl-26863 251 13 a a DET crl-26863 251 14 practical practical ADJ crl-26863 251 15 guide guide NOUN crl-26863 251 16 to to ADP crl-26863 251 17 research research NOUN crl-26863 251 18 methods method NOUN crl-26863 251 19 ( ( PUNCT crl-26863 251 20 pp pp ADJ crl-26863 251 21 . . PUNCT crl-26863 252 1 81–110 81–110 NUM crl-26863 252 2 ) ) PUNCT crl-26863 252 3 . . PUNCT crl-26863 253 1 sage sage NOUN crl-26863 253 2 publications publication NOUN crl-26863 253 3 , , PUNCT crl-26863 253 4 inc inc PROPN crl-26863 253 5 . . PROPN crl-26863 253 6 gutierrez gutierrez PROPN crl-26863 253 7 g. g. PROPN crl-26863 253 8 , , PUNCT crl-26863 253 9 s. s. PROPN crl-26863 253 10 ( ( PUNCT crl-26863 253 11 2023 2023 NUM crl-26863 253 12 , , PUNCT crl-26863 253 13 july july PROPN crl-26863 253 14 27 27 NUM crl-26863 253 15 ) ) PUNCT crl-26863 253 16 . . PUNCT crl-26863 254 1 the the DET crl-26863 254 2 opt opt NOUN crl-26863 254 3 out out ADP crl-26863 254 4 : : PUNCT crl-26863 254 5 analog analog NOUN crl-26863 254 6 life life NOUN crl-26863 254 7 is be AUX crl-26863 254 8 possible possible ADJ crl-26863 254 9 . . PUNCT crl-26863 255 1 but but CCONJ crl-26863 255 2 it it PRON crl-26863 255 3 ’ll ’ll AUX crl-26863 255 4 cost cost VERB crl-26863 255 5 you you PRON crl-26863 255 6 . . PUNCT crl-26863 256 1 popular popular ADJ crl-26863 256 2 science science NOUN crl-26863 256 3 . . PUNCT crl-26863 257 1 haidt haidt PROPN crl-26863 257 2 , , PUNCT crl-26863 257 3 j. j. PROPN crl-26863 257 4 ( ( PUNCT crl-26863 257 5 2001 2001 NUM crl-26863 257 6 ) ) PUNCT crl-26863 257 7 . . PUNCT crl-26863 258 1 the the DET crl-26863 258 2 emotional emotional ADJ crl-26863 258 3 dog dog NOUN crl-26863 258 4 and and CCONJ crl-26863 258 5 its its PRON crl-26863 258 6 rational rational ADJ crl-26863 258 7 tail tail NOUN crl-26863 258 8 : : PUNCT crl-26863 258 9 a a DET crl-26863 258 10 social social ADJ crl-26863 258 11 intuitionist intuitionist ADJ crl-26863 258 12 approach approach NOUN crl-26863 258 13 to to ADP crl-26863 258 14 moral moral ADJ crl-26863 258 15 judgment judgment NOUN crl-26863 258 16 . . PUNCT crl-26863 259 1 psychological psychological ADJ crl-26863 259 2 review review NOUN crl-26863 259 3 , , PUNCT crl-26863 259 4 108(4 108(4 NUM crl-26863 259 5 ) ) PUNCT crl-26863 259 6 , , PUNCT crl-26863 259 7 814–834 814–834 NUM crl-26863 259 8 . . PUNCT crl-26863 260 1 https://doi.org/10.1037/0033-295x.108.4.814 https://doi.org/10.1037/0033-295x.108.4.814 PROPN crl-26863 260 2 harper harper PROPN crl-26863 260 3 , , PUNCT crl-26863 260 4 l. l. PROPN crl-26863 260 5 m. m. PROPN crl-26863 260 6 , , PUNCT crl-26863 260 7 & & CCONJ crl-26863 260 8 oltmann oltmann PROPN crl-26863 260 9 , , PUNCT crl-26863 260 10 s. s. PROPN crl-26863 260 11 m. m. PROPN crl-26863 260 12 ( ( PUNCT crl-26863 260 13 2017 2017 NUM crl-26863 260 14 ) ) PUNCT crl-26863 260 15 . . PUNCT crl-26863 261 1 big big PROPN crl-26863 261 2 data data PROPN crl-26863 261 3 ’s ’s PART crl-26863 261 4 impact impact NOUN crl-26863 261 5 on on ADP crl-26863 261 6 privacy privacy NOUN crl-26863 261 7 for for ADP crl-26863 261 8 librarians librarian NOUN crl-26863 261 9 and and CCONJ crl-26863 261 10 information information NOUN crl-26863 261 11 professionals professional NOUN crl-26863 261 12 . . PUNCT crl-26863 262 1 bulletin bulletin NOUN crl-26863 262 2 of of ADP crl-26863 262 3 the the DET crl-26863 262 4 association association NOUN crl-26863 262 5 for for ADP crl-26863 262 6 information information NOUN crl-26863 262 7 science science PROPN crl-26863 262 8 & & CCONJ crl-26863 262 9 technology technology PROPN crl-26863 262 10 , , PUNCT crl-26863 262 11 43(4 43(4 NOUN crl-26863 262 12 ) ) PUNCT crl-26863 262 13 , , PUNCT crl-26863 262 14 19–23 19–23 NUM crl-26863 262 15 . . PUNCT crl-26863 263 1 https://doi.org/10.1002/ https://doi.org/10.1002/ PROPN crl-26863 263 2 bul2.2017.1720430406 bul2.2017.1720430406 PROPN crl-26863 263 3 ifenthaler ifenthaler NOUN crl-26863 263 4 , , PUNCT crl-26863 263 5 d. d. NOUN crl-26863 263 6 , , PUNCT crl-26863 263 7 and and CCONJ crl-26863 263 8 schumacher schumacher PROPN crl-26863 263 9 , , PUNCT crl-26863 263 10 c. c. PROPN crl-26863 263 11 ( ( PUNCT crl-26863 263 12 2016 2016 NUM crl-26863 263 13 ) ) PUNCT crl-26863 263 14 . . PUNCT crl-26863 264 1 student student NOUN crl-26863 264 2 perceptions perception NOUN crl-26863 264 3 of of ADP crl-26863 264 4 privacy privacy NOUN crl-26863 264 5 principles principle NOUN crl-26863 264 6 for for ADP crl-26863 264 7 learning learn VERB crl-26863 264 8 analytics analytic NOUN crl-26863 264 9 . . PUNCT crl-26863 264 10 ” " PUNCT crl-26863 264 11 educational educational ADJ crl-26863 264 12 technology technology NOUN crl-26863 264 13 research research NOUN crl-26863 264 14 and and CCONJ crl-26863 264 15 development development NOUN crl-26863 264 16 64(5 64(5 PROPN crl-26863 264 17 ) ) PUNCT crl-26863 264 18 , , PUNCT crl-26863 264 19 923–38 923–38 PROPN crl-26863 264 20 . . PUNCT crl-26863 265 1 ipsos ipsos PROPN crl-26863 265 2 mori mori PROPN crl-26863 265 3 . . PUNCT crl-26863 266 1 ( ( PUNCT crl-26863 266 2 2021 2021 NUM crl-26863 266 3 ) ) PUNCT crl-26863 266 4 . . PUNCT crl-26863 267 1 ipsos ipsos PROPN crl-26863 267 2 mori mori PROPN crl-26863 267 3 veracity veracity NOUN crl-26863 267 4 index index NOUN crl-26863 267 5 2021 2021 NUM crl-26863 267 6 : : PUNCT crl-26863 267 7 trust trust NOUN crl-26863 267 8 in in ADP crl-26863 267 9 professions profession NOUN crl-26863 267 10 survey survey NOUN crl-26863 267 11 . . PUNCT crl-26863 268 1 jacobsson jacobsson PROPN crl-26863 268 2 , , PUNCT crl-26863 268 3 f. f. PROPN crl-26863 268 4 , , PUNCT crl-26863 268 5 johannesson johannesson PROPN crl-26863 268 6 , , PUNCT crl-26863 268 7 m. m. NOUN crl-26863 268 8 , , PUNCT crl-26863 268 9 & & CCONJ crl-26863 268 10 borgquist borgquist PROPN crl-26863 268 11 , , PUNCT crl-26863 268 12 l. l. PROPN crl-26863 268 13 ( ( PUNCT crl-26863 268 14 2007 2007 NUM crl-26863 268 15 ) ) PUNCT crl-26863 268 16 . . PUNCT crl-26863 268 17 is be AUX crl-26863 268 18 altruism altruism NOUN crl-26863 268 19 paternalistic paternalistic ADJ crl-26863 268 20 ? ? PUNCT crl-26863 269 1 the the DET crl-26863 269 2 economic economic ADJ crl-26863 269 3 journal journal NOUN crl-26863 269 4 117 117 NUM crl-26863 269 5 , , PUNCT crl-26863 269 6 761–781 761–781 NUM crl-26863 269 7 . . PUNCT crl-26863 270 1 https://doi.org/10.1111/j.1468-0297.2007.02049.x https://doi.org/10.1111/j.1468-0297.2007.02049.x PROPN crl-26863 270 2 jones jones PROPN crl-26863 270 3 , , PUNCT crl-26863 270 4 k. k. PROPN crl-26863 270 5 m. m. PROPN crl-26863 270 6 l. l. PROPN crl-26863 270 7 , , PUNCT crl-26863 270 8 goben goben NOUN crl-26863 270 9 , , PUNCT crl-26863 270 10 a. a. NOUN crl-26863 270 11 , , PUNCT crl-26863 270 12 perry perry PROPN crl-26863 270 13 , , PUNCT crl-26863 270 14 m.r m.r PROPN crl-26863 270 15 . . PROPN crl-26863 270 16 , , PUNCT crl-26863 270 17 regalado regalado PROPN crl-26863 270 18 , , PUNCT crl-26863 270 19 m. m. NOUN crl-26863 270 20 , , PUNCT crl-26863 270 21 salo salo PROPN crl-26863 270 22 , , PUNCT crl-26863 270 23 d. d. PROPN crl-26863 270 24 , , PUNCT crl-26863 270 25 asher asher PROPN crl-26863 270 26 , , PUNCT crl-26863 270 27 a.d a.d PROPN crl-26863 270 28 . . PROPN crl-26863 270 29 , , PUNCT crl-26863 270 30 smale smale PROPN crl-26863 270 31 , , PUNCT crl-26863 270 32 m.a m.a PROPN crl-26863 270 33 . . PROPN crl-26863 270 34 , , PUNCT crl-26863 270 35 & & CCONJ crl-26863 270 36 briney briney PROPN crl-26863 270 37 , , PUNCT crl-26863 270 38 k.a k.a PROPN crl-26863 270 39 . . PROPN crl-26863 270 40 ( ( PUNCT crl-26863 270 41 2023 2023 NUM crl-26863 270 42 ) ) PUNCT crl-26863 270 43 . . PUNCT crl-26863 271 1 transparency transparency NOUN crl-26863 271 2 and and CCONJ crl-26863 271 3 consent consent NOUN crl-26863 271 4 : : PUNCT crl-26863 271 5 student student NOUN crl-26863 271 6 perspectives perspective NOUN crl-26863 271 7 on on ADP crl-26863 271 8 educational educational ADJ crl-26863 271 9 data datum NOUN crl-26863 271 10 analytics analytic NOUN crl-26863 271 11 scenarios scenario NOUN crl-26863 271 12 . . PUNCT crl-26863 272 1 portal portal ADJ crl-26863 272 2 : : PUNCT crl-26863 272 3 libraries library NOUN crl-26863 272 4 and and CCONJ crl-26863 272 5 the the DET crl-26863 272 6 academy academy NOUN crl-26863 272 7 23(3 23(3 NUM crl-26863 272 8 ) ) PUNCT crl-26863 272 9 , , PUNCT crl-26863 272 10 485–515 485–515 NUM crl-26863 272 11 . . PUNCT crl-26863 272 12 https://doi.org/10.1353/pla.2023.a901565 https://doi.org/10.1353/pla.2023.a901565 PROPN crl-26863 272 13 lockwood lockwood PROPN crl-26863 272 14 , , PUNCT crl-26863 272 15 b. b. PROPN crl-26863 272 16 m. m. PROPN crl-26863 272 17 , , PUNCT crl-26863 272 18 & & CCONJ crl-26863 272 19 ritter ritter PROPN crl-26863 272 20 , , PUNCT crl-26863 272 21 j. j. PROPN crl-26863 272 22 ( ( PUNCT crl-26863 272 23 2016 2016 NUM crl-26863 272 24 ) ) PUNCT crl-26863 272 25 . . PUNCT crl-26863 273 1 maine maine PROPN crl-26863 273 2 state state PROPN crl-26863 273 3 library library PROPN crl-26863 273 4 : : PUNCT crl-26863 273 5 trusted trust VERB crl-26863 273 6 professionals professional NOUN crl-26863 273 7 survey survey VERB crl-26863 273 8 2016 2016 NUM crl-26863 273 9 . . PUNCT crl-26863 274 1 library library NOUN crl-26863 274 2 documents document NOUN crl-26863 274 3 , , PUNCT crl-26863 274 4 paper paper NOUN crl-26863 274 5 101 101 NUM crl-26863 274 6 . . PUNCT crl-26863 275 1 http://digitalmaine.com/msl_docs/101 http://digitalmaine.com/msl_docs/101 PROPN crl-26863 275 2 loveless loveless PROPN crl-26863 275 3 , , PUNCT crl-26863 275 4 j. j. PROPN crl-26863 275 5 ( ( PUNCT crl-26863 275 6 2022 2022 NUM crl-26863 275 7 , , PUNCT crl-26863 275 8 november november PROPN crl-26863 275 9 8) 8) NUM crl-26863 275 10 . . PUNCT crl-26863 276 1 how how SCONJ crl-26863 276 2 does do AUX crl-26863 276 3 apple apple PROPN crl-26863 276 4 ’s ’s PART crl-26863 276 5 app app NOUN crl-26863 276 6 tracking track VERB crl-26863 276 7 transparency transparency NOUN crl-26863 276 8 framework framework NOUN crl-26863 276 9 affect affect VERB crl-26863 276 10 advertisers advertiser NOUN crl-26863 276 11 ? ? PUNCT crl-26863 277 1 forbes forbes PROPN crl-26863 277 2 . . PUNCT crl-26863 278 1 macdonald macdonald PROPN crl-26863 278 2 , , PUNCT crl-26863 278 3 s. s. PROPN crl-26863 278 4 , , PUNCT crl-26863 278 5 & & CCONJ crl-26863 278 6 klebe klebe PROPN crl-26863 278 7 , , PUNCT crl-26863 278 8 s. s. PROPN crl-26863 278 9 ( ( PUNCT crl-26863 278 10 2018 2018 NUM crl-26863 278 11 ) ) PUNCT crl-26863 278 12 . . PUNCT crl-26863 279 1 gdpr gdpr VERB crl-26863 279 2 : : PUNCT crl-26863 279 3 understanding understand VERB crl-26863 279 4 its its PRON crl-26863 279 5 impact impact NOUN crl-26863 279 6 and and CCONJ crl-26863 279 7 why why SCONJ crl-26863 279 8 library library ADJ crl-26863 279 9 vendors vendor NOUN crl-26863 279 10 rushed rush VERB crl-26863 279 11 to to PART crl-26863 279 12 comply comply VERB crl-26863 279 13 . . PUNCT crl-26863 280 1 online online PROPN crl-26863 280 2 searcher searcher PROPN crl-26863 280 3 , , PUNCT crl-26863 280 4 42(5 42(5 NUM crl-26863 280 5 ) ) PUNCT crl-26863 280 6 , , PUNCT crl-26863 280 7 24–44 24–44 NUM crl-26863 280 8 . . PUNCT crl-26863 280 9 mathson mathson PROPN crl-26863 280 10 , , PUNCT crl-26863 280 11 s. s. PROPN crl-26863 280 12 , , PUNCT crl-26863 280 13 & & CCONJ crl-26863 280 14 hancks hancks PROPN crl-26863 280 15 , , PUNCT crl-26863 280 16 j. j. PROPN crl-26863 280 17 ( ( PUNCT crl-26863 280 18 2007 2007 NUM crl-26863 280 19 ) ) PUNCT crl-26863 280 20 . . PUNCT crl-26863 281 1 privacy privacy NOUN crl-26863 281 2 please please INTJ crl-26863 281 3 ? ? PUNCT crl-26863 282 1 a a DET crl-26863 282 2 comparison comparison NOUN crl-26863 282 3 between between ADP crl-26863 282 4 self self NOUN crl-26863 282 5 - - PUNCT crl-26863 282 6 checkout checkout NOUN crl-26863 282 7 and and CCONJ crl-26863 282 8 book book NOUN crl-26863 282 9 checkout checkout NOUN crl-26863 282 10 desk desk NOUN crl-26863 282 11 circulation circulation NOUN crl-26863 282 12 rates rate NOUN crl-26863 282 13 for for ADP crl-26863 282 14 lgbt lgbt PROPN crl-26863 282 15 and and CCONJ crl-26863 282 16 other other ADJ crl-26863 282 17 books book NOUN crl-26863 282 18 . . PUNCT crl-26863 283 1 journal journal PROPN crl-26863 283 2 of of ADP crl-26863 283 3 access access NOUN crl-26863 283 4 services service NOUN crl-26863 283 5 , , PUNCT crl-26863 283 6 4(3–4 4(3–4 PROPN crl-26863 283 7 ) ) PUNCT crl-26863 283 8 , , PUNCT crl-26863 283 9 27–37 27–37 NUM crl-26863 283 10 . . PUNCT crl-26863 284 1 https://doi.org/10.1300/ https://doi.org/10.1300/ PROPN crl-26863 284 2 j204v04n03_02 j204v04n03_02 PROPN crl-26863 284 3 matz matz PROPN crl-26863 284 4 , , PUNCT crl-26863 284 5 c. c. PROPN crl-26863 284 6 ( ( PUNCT crl-26863 284 7 2008 2008 NUM crl-26863 284 8 ) ) PUNCT crl-26863 284 9 . . PUNCT crl-26863 285 1 libraries library NOUN crl-26863 285 2 and and CCONJ crl-26863 285 3 the the DET crl-26863 285 4 usa usa PROPN crl-26863 285 5 patriot patriot PROPN crl-26863 285 6 act act PROPN crl-26863 285 7 : : PUNCT crl-26863 285 8 values value NOUN crl-26863 285 9 in in ADP crl-26863 285 10 conflict conflict NOUN crl-26863 285 11 . . PUNCT crl-26863 286 1 journal journal PROPN crl-26863 286 2 of of ADP crl-26863 286 3 library library PROPN crl-26863 286 4 administration administration NOUN crl-26863 286 5 , , PUNCT crl-26863 286 6 47(3–4 47(3–4 NOUN crl-26863 286 7 ) ) PUNCT crl-26863 286 8 , , PUNCT crl-26863 286 9 69–87 69–87 NUM crl-26863 286 10 . . PUNCT crl-26863 287 1 https://doi.org/10.1080/01930820802186399 https://doi.org/10.1080/01930820802186399 NOUN crl-26863 287 2 mcclain mcclain PROPN crl-26863 287 3 , , PUNCT crl-26863 287 4 c. c. PROPN crl-26863 287 5 , , PUNCT crl-26863 287 6 faverio faverio PROPN crl-26863 287 7 , , PUNCT crl-26863 287 8 m. m. NOUN crl-26863 287 9 , , PUNCT crl-26863 287 10 anderson anderson PROPN crl-26863 287 11 , , PUNCT crl-26863 287 12 m m PROPN crl-26863 287 13 , , PUNCT crl-26863 287 14 & & CCONJ crl-26863 287 15 park park PROPN crl-26863 287 16 , , PUNCT crl-26863 287 17 e. e. PROPN crl-26863 287 18 ( ( PUNCT crl-26863 287 19 2023 2023 NUM crl-26863 287 20 ) ) PUNCT crl-26863 287 21 . . PUNCT crl-26863 288 1 how how SCONJ crl-26863 288 2 americans americans PROPN crl-26863 288 3 view view VERB crl-26863 288 4 data datum NOUN crl-26863 288 5 privacy privacy NOUN crl-26863 288 6 , , PUNCT crl-26863 288 7 pew pew NOUN crl-26863 288 8 research research NOUN crl-26863 288 9 center center NOUN crl-26863 288 10 . . PUNCT crl-26863 289 1 https://www.pewresearch.org/internet/2023/10/18/how-americans-view-data-privacy/ https://www.pewresearch.org/internet/2023/10/18/how-americans-view-data-privacy/ PROPN crl-26863 289 2 https://www.ala.org/tools/ethics https://www.ala.org/tools/ethics PROPN crl-26863 289 3 https://doi.org/10.1086/718605 https://doi.org/10.1086/718605 X crl-26863 289 4 https://doi.org/10.1080/09687599.2021.1941781 https://doi.org/10.1080/09687599.2021.1941781 NOUN crl-26863 289 5 https://doi.org/10.1037/0033-295x.108.4.814 https://doi.org/10.1037/0033-295x.108.4.814 PROPN crl-26863 289 6 https://doi.org/10.1002/bul2.2017.1720430406 https://doi.org/10.1002/bul2.2017.1720430406 ADV crl-26863 289 7 https://doi.org/10.1002/bul2.2017.1720430406 https://doi.org/10.1002/bul2.2017.1720430406 ADJ crl-26863 289 8 https://doi.org/10.1111/j.1468-0297.2007.02049.x https://doi.org/10.1111/j.1468-0297.2007.02049.x NOUN crl-26863 289 9 https://doi.org/10.1353/pla.2023.a901565 https://doi.org/10.1353/pla.2023.a901565 NOUN crl-26863 289 10 http://digitalmaine.com/msl_docs/101 http://digitalmaine.com/msl_docs/101 PROPN crl-26863 289 11 https://doi.org/10.1300/j204v04n03_02 https://doi.org/10.1300/j204v04n03_02 PROPN crl-26863 289 12 https://doi.org/10.1300/j204v04n03_02 https://doi.org/10.1300/j204v04n03_02 PROPN crl-26863 289 13 https://doi.org/10.1080/01930820802186399 https://doi.org/10.1080/01930820802186399 NOUN crl-26863 289 14 https://www.pewresearch.org/internet/2023/10/18/how-americans-view-data-privacy/ https://www.pewresearch.org/internet/2023/10/18/how-americans-view-data-privacy/ NOUN crl-26863 289 15 help help NOUN crl-26863 289 16 or or CCONJ crl-26863 289 17 hazard hazard VERB crl-26863 289 18 677 677 NUM crl-26863 289 19 oakleaf oakleaf NOUN crl-26863 289 20 , , PUNCT crl-26863 289 21 m. m. NOUN crl-26863 289 22 ( ( PUNCT crl-26863 289 23 2010 2010 NUM crl-26863 289 24 ) ) PUNCT crl-26863 289 25 . . PUNCT crl-26863 290 1 value value NOUN crl-26863 290 2 of of ADP crl-26863 290 3 academic academic ADJ crl-26863 290 4 libraries library NOUN crl-26863 290 5 : : PUNCT crl-26863 290 6 a a DET crl-26863 290 7 comprehensive comprehensive ADJ crl-26863 290 8 research research NOUN crl-26863 290 9 review review NOUN crl-26863 290 10 and and CCONJ crl-26863 290 11 report report NOUN crl-26863 290 12 . . PUNCT crl-26863 291 1 association association NOUN crl-26863 291 2 of of ADP crl-26863 291 3 college college PROPN crl-26863 291 4 and and CCONJ crl-26863 291 5 research research NOUN crl-26863 291 6 libraries library NOUN crl-26863 291 7 . . PUNCT crl-26863 292 1 https://www.ala.org/acrl/sites/ala.org.acrl/files/content/issues/value/val_report.pdf https://www.ala.org/acrl/sites/ala.org.acrl/files/content/issues/value/val_report.pdf ADJ crl-26863 292 2 oakleaf oakleaf NOUN crl-26863 292 3 , , PUNCT crl-26863 292 4 m. m. NOUN crl-26863 292 5 , , PUNCT crl-26863 292 6 varnum varnum PROPN crl-26863 292 7 , , PUNCT crl-26863 292 8 k. k. PROPN crl-26863 292 9 , , PUNCT crl-26863 292 10 fransen fransen PROPN crl-26863 292 11 , , PUNCT crl-26863 292 12 j. j. PROPN crl-26863 292 13 , , PUNCT crl-26863 292 14 nackerud nackerud PROPN crl-26863 292 15 , , PUNCT crl-26863 292 16 s. s. PROPN crl-26863 292 17 , , PUNCT crl-26863 292 18 brown brown PROPN crl-26863 292 19 , , PUNCT crl-26863 292 20 c. c. PROPN crl-26863 292 21 , , PUNCT crl-26863 292 22 mosbacker mosbacker PROPN crl-26863 292 23 , , PUNCT crl-26863 292 24 b. b. PROPN crl-26863 292 25 , , PUNCT crl-26863 292 26 & & CCONJ crl-26863 292 27 mccann mccann PROPN crl-26863 292 28 , , PUNCT crl-26863 292 29 s. s. PROPN crl-26863 292 30 ( ( PUNCT crl-26863 292 31 2021 2021 NUM crl-26863 292 32 ) ) PUNCT crl-26863 292 33 . . PUNCT crl-26863 293 1 connecting connect VERB crl-26863 293 2 libraries library NOUN crl-26863 293 3 and and CCONJ crl-26863 293 4 learning learn VERB crl-26863 293 5 analytics analytic NOUN crl-26863 293 6 for for ADP crl-26863 293 7 student student NOUN crl-26863 293 8 success success NOUN crl-26863 293 9 . . PUNCT crl-26863 294 1 https://library.educause.edu/-/media/files/library/2020/12/ https://library.educause.edu/-/media/files/library/2020/12/ NOUN crl-26863 294 2 cllassfinalwhitepaper.pdf cllassfinalwhitepaper.pdf PROPN crl-26863 294 3 robertshaw robertshaw PROPN crl-26863 294 4 , , PUNCT crl-26863 294 5 m. m. PROPN crl-26863 294 6 b. b. PROPN crl-26863 294 7 , , PUNCT crl-26863 294 8 & & CCONJ crl-26863 294 9 asher asher PROPN crl-26863 294 10 , , PUNCT crl-26863 294 11 a. a. NOUN crl-26863 294 12 ( ( PUNCT crl-26863 294 13 2019 2019 NUM crl-26863 294 14 ) ) PUNCT crl-26863 294 15 . . PUNCT crl-26863 295 1 unethical unethical ADJ crl-26863 295 2 numbers number NOUN crl-26863 295 3 ? ? PUNCT crl-26863 296 1 a a DET crl-26863 296 2 meta meta ADJ crl-26863 296 3 - - PUNCT crl-26863 296 4 analysis analysis NOUN crl-26863 296 5 of of ADP crl-26863 296 6 library library ADJ crl-26863 296 7 impact impact NOUN crl-26863 296 8 studies study NOUN crl-26863 296 9 . . PUNCT crl-26863 297 1 library library ADJ crl-26863 297 2 trends trend NOUN crl-26863 297 3 , , PUNCT crl-26863 297 4 68(1 68(1 NOUN crl-26863 297 5 ) ) PUNCT crl-26863 297 6 , , PUNCT crl-26863 298 1 76–101 76–101 PROPN crl-26863 298 2 . . PUNCT crl-26863 299 1 https://doi.org/10.1353/lib.2019.0031 https://doi.org/10.1353/lib.2019.0031 PROPN crl-26863 299 2 sibicky sibicky ADJ crl-26863 299 3 , , PUNCT crl-26863 299 4 m. m. PROPN crl-26863 299 5 e. e. PROPN crl-26863 299 6 , , PUNCT crl-26863 299 7 schroeder schroeder PROPN crl-26863 299 8 , , PUNCT crl-26863 299 9 d. d. PROPN crl-26863 299 10 a. a. PROPN crl-26863 299 11 , , PUNCT crl-26863 299 12 & & CCONJ crl-26863 299 13 dovidio dovidio NOUN crl-26863 299 14 , , PUNCT crl-26863 299 15 j. j. PROPN crl-26863 299 16 f. f. PROPN crl-26863 299 17 ( ( PUNCT crl-26863 299 18 1995 1995 NUM crl-26863 299 19 ) ) PUNCT crl-26863 299 20 . . PUNCT crl-26863 300 1 empathy empathy NOUN crl-26863 300 2 and and CCONJ crl-26863 300 3 helping help VERB crl-26863 300 4 : : PUNCT crl-26863 300 5 considering consider VERB crl-26863 300 6 the the DET crl-26863 300 7 consequences consequence NOUN crl-26863 300 8 of of ADP crl-26863 300 9 intervention intervention NOUN crl-26863 300 10 . . PUNCT crl-26863 301 1 basic basic ADJ crl-26863 301 2 and and CCONJ crl-26863 301 3 applied apply VERB crl-26863 301 4 social social ADJ crl-26863 301 5 psychology psychology NOUN crl-26863 301 6 , , PUNCT crl-26863 301 7 16(4 16(4 NUM crl-26863 301 8 ) ) PUNCT crl-26863 301 9 , , PUNCT crl-26863 301 10 435–453 435–453 NUM crl-26863 301 11 . . PUNCT crl-26863 302 1 https://doi.org/10.1207/s15324834basp1604_3 https://doi.org/10.1207/s15324834basp1604_3 PROPN crl-26863 302 2 stevenson stevenson PROPN crl-26863 302 3 , , PUNCT crl-26863 302 4 j. j. PROPN crl-26863 302 5 f. f. PROPN crl-26863 302 6 , , PUNCT crl-26863 302 7 ( ( PUNCT crl-26863 302 8 2020 2020 NUM crl-26863 302 9 ) ) PUNCT crl-26863 302 10 . . PUNCT crl-26863 303 1 quasi quasi ADJ crl-26863 303 2 - - ADJ crl-26863 303 3 experimental experimental ADJ crl-26863 303 4 designs design NOUN crl-26863 303 5 , , PUNCT crl-26863 303 6 in in ADP crl-26863 303 7 p. p. PROPN crl-26863 303 8 atkinson atkinson PROPN crl-26863 303 9 , , PUNCT crl-26863 303 10 s. s. PROPN crl-26863 303 11 delamont delamont PROPN crl-26863 303 12 , , PUNCT crl-26863 303 13 a. a. NOUN crl-26863 303 14 cernat cernat PROPN crl-26863 303 15 , , PUNCT crl-26863 303 16 j.w j.w PROPN crl-26863 303 17 . . PROPN crl-26863 303 18 sakshaug sakshaug PROPN crl-26863 303 19 , , PUNCT crl-26863 303 20 & & CCONJ crl-26863 303 21 r.a r.a PROPN crl-26863 303 22 . . PROPN crl-26863 303 23 williams williams PROPN crl-26863 303 24 ( ( PUNCT crl-26863 303 25 eds eds PROPN crl-26863 303 26 . . PUNCT crl-26863 303 27 ) ) PUNCT crl-26863 303 28 , , PUNCT crl-26863 303 29 sage sage NOUN crl-26863 303 30 research research NOUN crl-26863 303 31 methods method NOUN crl-26863 303 32 foundations foundation NOUN crl-26863 303 33 . . PUNCT crl-26863 304 1 https://doi.org/10.4135/9781526421036914289 https://doi.org/10.4135/9781526421036914289 X crl-26863 305 1 urquhart urquhart PROPN crl-26863 305 2 , , PUNCT crl-26863 305 3 c. c. PROPN crl-26863 305 4 ( ( PUNCT crl-26863 305 5 2013 2013 NUM crl-26863 305 6 ) ) PUNCT crl-26863 305 7 . . PUNCT crl-26863 306 1 grounded ground VERB crl-26863 306 2 theory theory NOUN crl-26863 306 3 for for ADP crl-26863 306 4 qualitative qualitative ADJ crl-26863 306 5 research research NOUN crl-26863 306 6 : : PUNCT crl-26863 306 7 a a DET crl-26863 306 8 practical practical ADJ crl-26863 306 9 guide guide NOUN crl-26863 306 10 . . PUNCT crl-26863 307 1 sage sage NOUN crl-26863 307 2 publications publication NOUN crl-26863 307 3 . . PUNCT crl-26863 308 1 https://www.ala.org/acrl/sites/ala.org.acrl/files/content/issues/value/val_report.pdf https://www.ala.org/acrl/sites/ala.org.acrl/files/content/issues/value/val_report.pdf PROPN crl-26863 308 2 https://library.educause.edu/-/media/files/library/2020/12/cllassfinalwhitepaper.pdf https://library.educause.edu/-/media/files/library/2020/12/cllassfinalwhitepaper.pdf PROPN crl-26863 308 3 https://library.educause.edu/-/media/files/library/2020/12/cllassfinalwhitepaper.pdf https://library.educause.edu/-/media/files/library/2020/12/cllassfinalwhitepaper.pdf X crl-26863 308 4 https://doi.org/10.1353/lib.2019.0031 https://doi.org/10.1353/lib.2019.0031 PROPN crl-26863 308 5 https://doi.org/10.1207/s15324834basp1604_3 https://doi.org/10.1207/s15324834basp1604_3 PROPN crl-26863 308 6 https://doi.org/10.4135/9781526421036914289 https://doi.org/10.4135/9781526421036914289 ADJ crl-26863 308 7 678 678 NUM crl-26863 308 8 college college NOUN crl-26863 308 9 & & CCONJ crl-26863 308 10 research research PROPN crl-26863 308 11 libraries library NOUN crl-26863 308 12 july july PROPN crl-26863 308 13 2025 2025 NUM crl-26863 308 14 appendix appendix VERB crl-26863 308 15 a a DET crl-26863 308 16 : : PUNCT crl-26863 308 17 survey survey NOUN crl-26863 308 18 instrument instrument NOUN crl-26863 308 19 [ [ X crl-26863 308 20 intro intro VERB crl-26863 308 21 text text NOUN crl-26863 308 22 ] ] PUNCT crl-26863 308 23 thank thank VERB crl-26863 308 24 you you PRON crl-26863 308 25 for for ADP crl-26863 308 26 participating participate VERB crl-26863 308 27 in in ADP crl-26863 308 28 our our PRON crl-26863 308 29 survey survey NOUN crl-26863 308 30 about about ADP crl-26863 308 31 your your PRON crl-26863 308 32 checkout checkout NOUN crl-26863 308 33 history history NOUN crl-26863 308 34 preferences preference NOUN crl-26863 308 35 . . PUNCT crl-26863 309 1 this this DET crl-26863 309 2 survey survey NOUN crl-26863 309 3 will will AUX crl-26863 309 4 take take VERB crl-26863 309 5 about about ADV crl-26863 309 6 five five NUM crl-26863 309 7 minutes minute NOUN crl-26863 309 8 of of ADP crl-26863 309 9 your your PRON crl-26863 309 10 time time NOUN crl-26863 309 11 . . PUNCT crl-26863 310 1 after after SCONJ crl-26863 310 2 data data NOUN crl-26863 310 3 collection collection NOUN crl-26863 310 4 is be AUX crl-26863 310 5 complete complete ADJ crl-26863 310 6 , , PUNCT crl-26863 310 7 all all DET crl-26863 310 8 identifiers identifier NOUN crl-26863 310 9 will will AUX crl-26863 310 10 be be AUX crl-26863 310 11 removed remove VERB crl-26863 310 12 from from ADP crl-26863 310 13 the the DET crl-26863 310 14 data datum NOUN crl-26863 310 15 ( ( PUNCT crl-26863 310 16 e.g. e.g. ADV crl-26863 310 17 , , PUNCT crl-26863 310 18 your your PRON crl-26863 310 19 email email NOUN crl-26863 310 20 address address NOUN crl-26863 310 21 ) ) PUNCT crl-26863 310 22 . . PUNCT crl-26863 311 1 when when SCONJ crl-26863 311 2 we we PRON crl-26863 311 3 report report VERB crl-26863 311 4 on on ADP crl-26863 311 5 the the DET crl-26863 311 6 findings finding NOUN crl-26863 311 7 , , PUNCT crl-26863 311 8 we we PRON crl-26863 311 9 will will AUX crl-26863 311 10 be be AUX crl-26863 311 11 presenting present VERB crl-26863 311 12 aggregated aggregate VERB crl-26863 311 13 data datum NOUN crl-26863 311 14 only only ADV crl-26863 311 15 . . PUNCT crl-26863 312 1 your your PRON crl-26863 312 2 identity identity NOUN crl-26863 312 3 or or CCONJ crl-26863 312 4 name name NOUN crl-26863 312 5 will will AUX crl-26863 312 6 not not PART crl-26863 312 7 be be AUX crl-26863 312 8 connected connect VERB crl-26863 312 9 to to ADP crl-26863 312 10 the the DET crl-26863 312 11 data datum NOUN crl-26863 312 12 in in ADP crl-26863 312 13 any any DET crl-26863 312 14 way way NOUN crl-26863 312 15 . . PUNCT crl-26863 313 1 we we PRON crl-26863 313 2 will will AUX crl-26863 313 3 know know VERB crl-26863 313 4 only only ADV crl-26863 313 5 basic basic ADJ crl-26863 313 6 information information NOUN crl-26863 313 7 about about ADP crl-26863 313 8 your your PRON crl-26863 313 9 campus campus NOUN crl-26863 313 10 role role NOUN crl-26863 313 11 ( ( PUNCT crl-26863 313 12 e.g. e.g. ADV crl-26863 313 13 , , PUNCT crl-26863 313 14 faculty faculty NOUN crl-26863 313 15 , , PUNCT crl-26863 313 16 student student NOUN crl-26863 313 17 , , PUNCT crl-26863 313 18 staff staff NOUN crl-26863 313 19 ) ) PUNCT crl-26863 313 20 . . PUNCT crl-26863 314 1 as as ADP crl-26863 314 2 part part NOUN crl-26863 314 3 of of ADP crl-26863 314 4 their their PRON crl-26863 314 5 review review NOUN crl-26863 314 6 , , PUNCT crl-26863 314 7 the the DET crl-26863 314 8 university university PROPN crl-26863 314 9 of of ADP crl-26863 314 10 michigan michigan PROPN crl-26863 314 11 health health PROPN crl-26863 314 12 sciences sciences PROPN crl-26863 314 13 and and CCONJ crl-26863 314 14 behavioral behavioral ADJ crl-26863 314 15 sciences sciences PROPN crl-26863 314 16 institutional institutional ADJ crl-26863 314 17 review review PROPN crl-26863 314 18 board board NOUN crl-26863 314 19 ( ( PUNCT crl-26863 314 20 irb irb PROPN crl-26863 314 21 ) ) PUNCT crl-26863 314 22 has have AUX crl-26863 314 23 determined determine VERB crl-26863 314 24 that that SCONJ crl-26863 314 25 this this DET crl-26863 314 26 study study NOUN crl-26863 314 27 presents present VERB crl-26863 314 28 no no PRON crl-26863 314 29 more more ADJ crl-26863 314 30 than than ADP crl-26863 314 31 minimal minimal ADJ crl-26863 314 32 risk risk NOUN crl-26863 314 33 , , PUNCT crl-26863 314 34 and and CCONJ crl-26863 314 35 is be AUX crl-26863 314 36 exempt exempt ADJ crl-26863 314 37 from from ADP crl-26863 314 38 on on ADP crl-26863 314 39 - - PUNCT crl-26863 314 40 going go VERB crl-26863 314 41 irb irb NOUN crl-26863 314 42 oversight oversight NOUN crl-26863 314 43 ( ( PUNCT crl-26863 314 44 hum00200146 hum00200146 NOUN crl-26863 314 45 ) ) PUNCT crl-26863 314 46 . . PUNCT crl-26863 315 1 if if SCONJ crl-26863 315 2 you you PRON crl-26863 315 3 agree agree VERB crl-26863 315 4 to to PART crl-26863 315 5 participate participate VERB crl-26863 315 6 , , PUNCT crl-26863 315 7 please please INTJ crl-26863 315 8 click click VERB crl-26863 315 9 the the DET crl-26863 315 10 next next ADJ crl-26863 315 11 button button NOUN crl-26863 315 12 below below ADV crl-26863 315 13 . . PUNCT crl-26863 316 1 1 1 X crl-26863 316 2 . . X crl-26863 316 3 what what PRON crl-26863 316 4 is be AUX crl-26863 316 5 your your PRON crl-26863 316 6 primary primary ADJ crl-26863 316 7 role role NOUN crl-26863 316 8 in in ADP crl-26863 316 9 relation relation NOUN crl-26863 316 10 to to ADP crl-26863 316 11 the the DET crl-26863 316 12 university university NOUN crl-26863 316 13 ? ? PUNCT crl-26863 317 1 a. a. NOUN crl-26863 317 2 undergraduate undergraduate PROPN crl-26863 317 3 student student PROPN crl-26863 317 4 b. b. PROPN crl-26863 317 5 graduate graduate PROPN crl-26863 317 6 student student PROPN crl-26863 317 7 c. c. PROPN crl-26863 317 8 faculty faculty PROPN crl-26863 317 9 member member NOUN crl-26863 317 10 ( ( PUNCT crl-26863 317 11 tenure tenure NOUN crl-26863 317 12 , , PUNCT crl-26863 317 13 research research NOUN crl-26863 317 14 , , PUNCT crl-26863 317 15 lecturer lecturer NOUN crl-26863 317 16 , , PUNCT crl-26863 317 17 or or CCONJ crl-26863 317 18 clinical clinical ADJ crl-26863 317 19 tracks track NOUN crl-26863 317 20 ) ) PUNCT crl-26863 317 21 d. d. PROPN crl-26863 317 22 faculty faculty PROPN crl-26863 317 23 member member NOUN crl-26863 317 24 ( ( PUNCT crl-26863 317 25 librarian librarian PROPN crl-26863 317 26 , , PUNCT crl-26863 317 27 archivist archivist NOUN crl-26863 317 28 , , PUNCT crl-26863 317 29 curator curator NOUN crl-26863 317 30 ) ) PUNCT crl-26863 317 31 e. e. PROPN crl-26863 317 32 staff staff PROPN crl-26863 317 33 member member PROPN crl-26863 317 34 f. f. PROPN crl-26863 317 35 alumni alumni PROPN crl-26863 317 36 g. g. PROPN crl-26863 317 37 community community PROPN crl-26863 317 38 member member PROPN crl-26863 317 39 h. h. PROPN crl-26863 317 40 researcher researcher PROPN crl-26863 317 41 not not PART crl-26863 317 42 affiliated affiliate VERB crl-26863 317 43 with with ADP crl-26863 317 44 the the DET crl-26863 317 45 university university PROPN crl-26863 317 46 of of ADP crl-26863 317 47 michigan michigan PROPN crl-26863 317 48 i. i. PROPN crl-26863 317 49 other other PROPN crl-26863 317 50 ( ( PUNCT crl-26863 317 51 please please INTJ crl-26863 317 52 specify specify VERB crl-26863 317 53 ) ) PUNCT crl-26863 317 54 _ _ PUNCT crl-26863 318 1 _ _ PUNCT crl-26863 319 1 _ _ PUNCT crl-26863 320 1 _ _ PUNCT crl-26863 321 1 _ _ PUNCT crl-26863 322 1 _ _ PUNCT crl-26863 323 1 2 2 X crl-26863 323 2 . . PUNCT crl-26863 324 1 [ [ X crl-26863 324 2 for for ADP crl-26863 324 3 those those PRON crl-26863 324 4 who who PRON crl-26863 324 5 already already ADV crl-26863 324 6 had have VERB crl-26863 324 7 a a DET crl-26863 324 8 checkout checkout NOUN crl-26863 324 9 history history NOUN crl-26863 324 10 ] ] PUNCT crl-26863 324 11 since since SCONJ crl-26863 324 12 mid-2016 mid-2016 NOUN crl-26863 324 13 , , PUNCT crl-26863 324 14 the the DET crl-26863 324 15 university university PROPN crl-26863 324 16 of of ADP crl-26863 324 17 michigan michigan PROPN crl-26863 324 18 library library PROPN crl-26863 324 19 maintained maintain VERB crl-26863 324 20 a a DET crl-26863 324 21 checkout checkout NOUN crl-26863 324 22 history history NOUN crl-26863 324 23 for for ADP crl-26863 324 24 you you PRON crl-26863 324 25 , , PUNCT crl-26863 324 26 which which PRON crl-26863 324 27 is be AUX crl-26863 324 28 a a DET crl-26863 324 29 list list NOUN crl-26863 324 30 of of ADP crl-26863 324 31 items item NOUN crl-26863 324 32 you you PRON crl-26863 324 33 have have AUX crl-26863 324 34 borrowed borrow VERB crl-26863 324 35 from from ADP crl-26863 324 36 the the DET crl-26863 324 37 library library NOUN crl-26863 324 38 . . PUNCT crl-26863 325 1 you you PRON crl-26863 325 2 were be AUX crl-26863 325 3 recently recently ADV crl-26863 325 4 given give VERB crl-26863 325 5 a a DET crl-26863 325 6 choice choice NOUN crl-26863 325 7 about about ADP crl-26863 325 8 your your PRON crl-26863 325 9 checkout checkout NOUN crl-26863 325 10 history history NOUN crl-26863 325 11 , , PUNCT crl-26863 325 12 and and CCONJ crl-26863 325 13 our our PRON crl-26863 325 14 records record NOUN crl-26863 325 15 indicate indicate VERB crl-26863 325 16 that that SCONJ crl-26863 325 17 you you PRON crl-26863 325 18 recently recently ADV crl-26863 325 19 chose choose VERB crl-26863 325 20 to to ADP crl-26863 325 21 [ [ PUNCT crl-26863 325 22 individual individual ADJ crl-26863 325 23 ’s ’s PART crl-26863 325 24 choice choice NOUN crl-26863 325 25 piped pipe VERB crl-26863 325 26 in in ADP crl-26863 325 27 here here ADV crl-26863 325 28 from from ADP crl-26863 325 29 back back ADJ crl-26863 325 30 - - PUNCT crl-26863 325 31 end end NOUN crl-26863 325 32 data datum NOUN crl-26863 325 33 source source NOUN crl-26863 325 34 ] ] PUNCT crl-26863 325 35 is be AUX crl-26863 325 36 this this DET crl-26863 325 37 correct correct ADJ crl-26863 325 38 ? ? PUNCT crl-26863 326 1 a. a. NOUN crl-26863 327 1 yes yes INTJ crl-26863 327 2 b. b. PROPN crl-26863 328 1 no no DET crl-26863 328 2 c. c. NOUN crl-26863 328 3 i i PRON crl-26863 328 4 do do AUX crl-26863 328 5 n’t not PART crl-26863 328 6 recall recall VERB crl-26863 328 7 making make VERB crl-26863 328 8 a a DET crl-26863 328 9 choice choice NOUN crl-26863 328 10 about about ADP crl-26863 328 11 this this DET crl-26863 328 12 3 3 NUM crl-26863 328 13 . . PUNCT crl-26863 329 1 [ [ X crl-26863 329 2 for for ADP crl-26863 329 3 those those PRON crl-26863 329 4 who who PRON crl-26863 329 5 were be AUX crl-26863 329 6 new new ADJ crl-26863 329 7 to to ADP crl-26863 329 8 library library NOUN crl-26863 329 9 ] ] PUNCT crl-26863 329 10 since since SCONJ crl-26863 329 11 mid-2016 mid-2016 NOUN crl-26863 329 12 , , PUNCT crl-26863 329 13 the the DET crl-26863 329 14 university university PROPN crl-26863 329 15 of of ADP crl-26863 329 16 michigan michigan PROPN crl-26863 329 17 library library PROPN crl-26863 329 18 has have AUX crl-26863 329 19 maintained maintain VERB crl-26863 329 20 checkout checkout NOUN crl-26863 329 21 histories history NOUN crl-26863 329 22 for for ADP crl-26863 329 23 some some DET crl-26863 329 24 patrons patron NOUN crl-26863 329 25 , , PUNCT crl-26863 329 26 which which PRON crl-26863 329 27 is be AUX crl-26863 329 28 a a DET crl-26863 329 29 list list NOUN crl-26863 329 30 of of ADP crl-26863 329 31 items item NOUN crl-26863 329 32 borrowed borrow VERB crl-26863 329 33 from from ADP crl-26863 329 34 the the DET crl-26863 329 35 library library NOUN crl-26863 329 36 . . PUNCT crl-26863 330 1 you you PRON crl-26863 330 2 were be AUX crl-26863 330 3 recently recently ADV crl-26863 330 4 given give VERB crl-26863 330 5 a a DET crl-26863 330 6 choice choice NOUN crl-26863 330 7 about about ADP crl-26863 330 8 whether whether SCONJ crl-26863 330 9 you you PRON crl-26863 330 10 want want VERB crl-26863 330 11 a a DET crl-26863 330 12 personal personal ADJ crl-26863 330 13 checkout checkout NOUN crl-26863 330 14 history history NOUN crl-26863 330 15 , , PUNCT crl-26863 330 16 and and CCONJ crl-26863 330 17 our our PRON crl-26863 330 18 records record NOUN crl-26863 330 19 indicate indicate VERB crl-26863 330 20 that that SCONJ crl-26863 330 21 you you PRON crl-26863 330 22 chose choose VERB crl-26863 330 23 to to ADP crl-26863 330 24 [ [ PUNCT crl-26863 330 25 individual individual ADJ crl-26863 330 26 ’s ’s PART crl-26863 330 27 choice choice NOUN crl-26863 330 28 piped pipe VERB crl-26863 330 29 in in ADP crl-26863 330 30 here here ADV crl-26863 330 31 from from ADP crl-26863 330 32 back back ADJ crl-26863 330 33 - - PUNCT crl-26863 330 34 end end NOUN crl-26863 330 35 data datum NOUN crl-26863 330 36 source source NOUN crl-26863 330 37 ] ] PUNCT crl-26863 330 38 is be AUX crl-26863 330 39 this this DET crl-26863 330 40 correct correct ADJ crl-26863 330 41 ? ? PUNCT crl-26863 331 1 a. a. NOUN crl-26863 332 1 yes yes INTJ crl-26863 332 2 b. b. PROPN crl-26863 333 1 no no DET crl-26863 333 2 c. c. NOUN crl-26863 333 3 i i PRON crl-26863 333 4 do do AUX crl-26863 333 5 n’t not PART crl-26863 333 6 recall recall VERB crl-26863 333 7 making make VERB crl-26863 333 8 a a DET crl-26863 333 9 choice choice NOUN crl-26863 333 10 about about ADP crl-26863 333 11 this this PRON crl-26863 333 12 [ [ X crl-26863 333 13 note note NOUN crl-26863 333 14 : : PUNCT crl-26863 333 15 only only ADV crl-26863 333 16 those those PRON crl-26863 333 17 whose whose DET crl-26863 333 18 choice choice NOUN crl-26863 333 19 was be AUX crl-26863 333 20 remembered remember VERB crl-26863 333 21 and and CCONJ crl-26863 333 22 consistent consistent ADJ crl-26863 333 23 with with ADP crl-26863 333 24 our our PRON crl-26863 333 25 records record NOUN crl-26863 333 26 continued continue VERB crl-26863 333 27 with with ADP crl-26863 333 28 remainder remainder NOUN crl-26863 333 29 of of ADP crl-26863 333 30 survey survey NOUN crl-26863 333 31 ] ] PUNCT crl-26863 333 32 help help NOUN crl-26863 333 33 or or CCONJ crl-26863 333 34 hazard hazard VERB crl-26863 333 35 679 679 NUM crl-26863 333 36 4 4 NUM crl-26863 333 37 . . PUNCT crl-26863 334 1 what what PRON crl-26863 334 2 reason(s reason(s AUX crl-26863 334 3 ) ) PUNCT crl-26863 334 4 led lead VERB crl-26863 334 5 you you PRON crl-26863 334 6 to to PART crl-26863 334 7 make make VERB crl-26863 334 8 that that DET crl-26863 334 9 choice choice NOUN crl-26863 334 10 ? ? PUNCT crl-26863 335 1 _ _ PUNCT crl-26863 336 1 _ _ PUNCT crl-26863 337 1 _ _ PUNCT crl-26863 338 1 _ _ PUNCT crl-26863 339 1 _ _ PUNCT crl-26863 340 1 _ _ PUNCT crl-26863 341 1 5 5 X crl-26863 341 2 . . PUNCT crl-26863 342 1 [ [ X crl-26863 342 2 asked ask VERB crl-26863 342 3 in in ADP crl-26863 342 4 data datum NOUN crl-26863 342 5 collection collection NOUN crl-26863 342 6 waves wave NOUN crl-26863 342 7 3–5 3–5 NOUN crl-26863 342 8 only only ADV crl-26863 342 9 ] ] PUNCT crl-26863 342 10 did do AUX crl-26863 342 11 you you PRON crl-26863 342 12 give give VERB crl-26863 342 13 serious serious ADJ crl-26863 342 14 consideration consideration NOUN crl-26863 342 15 to to ADP crl-26863 342 16 the the DET crl-26863 342 17 opposite opposite ADJ crl-26863 342 18 choice choice NOUN crl-26863 342 19 ? ? PUNCT crl-26863 343 1 a. a. NOUN crl-26863 344 1 yes yes INTJ crl-26863 344 2 b. b. PROPN crl-26863 345 1 no no DET crl-26863 345 2 6 6 NUM crl-26863 345 3 . . PUNCT crl-26863 346 1 [ [ X crl-26863 346 2 if if SCONJ crl-26863 346 3 yes yes INTJ crl-26863 346 4 to to ADP crl-26863 346 5 previous previous ADJ crl-26863 346 6 question question NOUN crl-26863 346 7 ] ] PUNCT crl-26863 346 8 what what PRON crl-26863 346 9 were be AUX crl-26863 346 10 those those DET crl-26863 346 11 other other ADJ crl-26863 346 12 considerations consideration NOUN crl-26863 346 13 ? ? PUNCT crl-26863 347 1 _ _ PUNCT crl-26863 348 1 _ _ PUNCT crl-26863 349 1 _ _ PUNCT crl-26863 350 1 _ _ PUNCT crl-26863 351 1 _ _ PUNCT crl-26863 352 1 _ _ PUNCT crl-26863 353 1 _ _ PUNCT crl-26863 354 1 7 7 X crl-26863 354 2 . . PUNCT crl-26863 355 1 [ [ X crl-26863 355 2 asked ask VERB crl-26863 355 3 of of ADP crl-26863 355 4 those those PRON crl-26863 355 5 with with ADP crl-26863 355 6 existing exist VERB crl-26863 355 7 checkout checkout NOUN crl-26863 355 8 histories history NOUN crl-26863 355 9 ] ] PUNCT crl-26863 355 10 prior prior ADV crl-26863 355 11 to to ADP crl-26863 355 12 the the DET crl-26863 355 13 recent recent ADJ crl-26863 355 14 opportunity opportunity NOUN crl-26863 355 15 you you PRON crl-26863 355 16 had have VERB crl-26863 355 17 to to PART crl-26863 355 18 keep keep VERB crl-26863 355 19 or or CCONJ crl-26863 355 20 delete delete VERB crl-26863 355 21 your your PRON crl-26863 355 22 checkout checkout NOUN crl-26863 355 23 history history NOUN crl-26863 355 24 , , PUNCT crl-26863 355 25 were be AUX crl-26863 355 26 you you PRON crl-26863 355 27 aware aware ADJ crl-26863 355 28 that that SCONJ crl-26863 355 29 you you PRON crl-26863 355 30 could could AUX crl-26863 355 31 access access VERB crl-26863 355 32 your your PRON crl-26863 355 33 checkout checkout NOUN crl-26863 355 34 history history NOUN crl-26863 355 35 in in ADP crl-26863 355 36 the the DET crl-26863 355 37 library library NOUN crl-26863 355 38 ’s ’s PART crl-26863 355 39 my my PRON crl-26863 355 40 account account NOUN crl-26863 355 41 tool tool NOUN crl-26863 355 42 ? ? PUNCT crl-26863 356 1 a. a. NOUN crl-26863 357 1 yes yes INTJ crl-26863 357 2 b. b. PROPN crl-26863 358 1 no no DET crl-26863 358 2 c. c. NOUN crl-26863 358 3 unsure unsure ADJ crl-26863 358 4 8 8 NUM crl-26863 358 5 . . PUNCT crl-26863 359 1 [ [ X crl-26863 359 2 if if SCONJ crl-26863 359 3 yes yes INTJ crl-26863 359 4 to to ADP crl-26863 359 5 previous previous ADJ crl-26863 359 6 question question NOUN crl-26863 359 7 ] ] PUNCT crl-26863 359 8 how how SCONJ crl-26863 359 9 often often ADV crl-26863 359 10 did do AUX crl-26863 359 11 you you PRON crl-26863 359 12 look look VERB crl-26863 359 13 at at ADP crl-26863 359 14 your your PRON crl-26863 359 15 checkout checkout NOUN crl-26863 359 16 history history NOUN crl-26863 359 17 ? ? PUNCT crl-26863 360 1 a. a. NOUN crl-26863 360 2 never never ADV crl-26863 360 3 b. b. VERB crl-26863 360 4 no no ADV crl-26863 360 5 more more ADJ crl-26863 360 6 than than ADP crl-26863 360 7 a a DET crl-26863 360 8 few few ADJ crl-26863 360 9 times time NOUN crl-26863 360 10 a a DET crl-26863 360 11 year year NOUN crl-26863 360 12 c. c. NOUN crl-26863 360 13 a a DET crl-26863 360 14 few few ADJ crl-26863 360 15 times time NOUN crl-26863 360 16 a a DET crl-26863 360 17 semester semester NOUN crl-26863 360 18 d. d. PROPN crl-26863 360 19 about about ADP crl-26863 360 20 once once ADV crl-26863 360 21 a a DET crl-26863 360 22 month month NOUN crl-26863 360 23 e. e. PROPN crl-26863 361 1 a a DET crl-26863 361 2 few few ADJ crl-26863 361 3 times time NOUN crl-26863 361 4 a a DET crl-26863 361 5 month month NOUN crl-26863 361 6 f. f. PROPN crl-26863 361 7 about about ADP crl-26863 361 8 once once ADV crl-26863 361 9 a a DET crl-26863 361 10 week week NOUN crl-26863 361 11 or or CCONJ crl-26863 361 12 more more ADJ crl-26863 361 13 9 9 NUM crl-26863 361 14 . . PUNCT crl-26863 362 1 [ [ X crl-26863 362 2 text text NOUN crl-26863 362 3 - - PUNCT crl-26863 362 4 only only ADV crl-26863 362 5 item item NOUN crl-26863 362 6 ] ] PUNCT crl-26863 362 7 we we PRON crl-26863 362 8 ’re ’re VERB crl-26863 362 9 interested interested ADJ crl-26863 362 10 in in ADP crl-26863 362 11 your your PRON crl-26863 362 12 level level NOUN crl-26863 362 13 of of ADP crl-26863 362 14 trust trust NOUN crl-26863 362 15 in in ADP crl-26863 362 16 the the DET crl-26863 362 17 library library NOUN crl-26863 362 18 , , PUNCT crl-26863 362 19 the the DET crl-26863 362 20 university university NOUN crl-26863 362 21 , , PUNCT crl-26863 362 22 and and CCONJ crl-26863 362 23 the the DET crl-26863 362 24 internet internet NOUN crl-26863 362 25 more more ADV crl-26863 362 26 broadly broadly ADV crl-26863 362 27 with with ADP crl-26863 362 28 regard regard NOUN crl-26863 362 29 to to ADP crl-26863 362 30 responsible responsible ADJ crl-26863 362 31 data datum NOUN crl-26863 362 32 management management NOUN crl-26863 362 33 . . PUNCT crl-26863 363 1 some some DET crl-26863 363 2 types type NOUN crl-26863 363 3 of of ADP crl-26863 363 4 data datum NOUN crl-26863 363 5 mismanagement mismanagement NOUN crl-26863 363 6 include include VERB crl-26863 363 7 data datum NOUN crl-26863 363 8 leaks leak NOUN crl-26863 363 9 , , PUNCT crl-26863 363 10 data datum NOUN crl-26863 363 11 selling selling NOUN crl-26863 363 12 , , PUNCT crl-26863 363 13 and and CCONJ crl-26863 363 14 the the DET crl-26863 363 15 sharing sharing NOUN crl-26863 363 16 of of ADP crl-26863 363 17 identifiable identifiable ADJ crl-26863 363 18 information information NOUN crl-26863 363 19 . . PUNCT crl-26863 364 1 10 10 NUM crl-26863 364 2 . . X crl-26863 365 1 how how SCONJ crl-26863 365 2 concerned concerned ADJ crl-26863 365 3 are be AUX crl-26863 365 4 you you PRON crl-26863 365 5 about about ADP crl-26863 365 6 data datum NOUN crl-26863 365 7 mismanagement mismanagement NOUN crl-26863 365 8 , , PUNCT crl-26863 365 9 with with ADP crl-26863 365 10 regard regard NOUN crl-26863 365 11 to to ADP crl-26863 365 12 patron patron NOUN crl-26863 365 13 data datum NOUN crl-26863 365 14 stored store VERB crl-26863 365 15 by by ADP crl-26863 365 16 the the DET crl-26863 365 17 university university PROPN crl-26863 365 18 of of ADP crl-26863 365 19 michigan michigan PROPN crl-26863 365 20 library library PROPN crl-26863 365 21 ? ? PUNCT crl-26863 366 1 a. a. NOUN crl-26863 366 2 not not PART crl-26863 366 3 at at ADV crl-26863 366 4 all all ADV crl-26863 366 5 concerned concerned ADJ crl-26863 366 6 b. b. NOUN crl-26863 366 7 mildly mildly ADV crl-26863 366 8 concerned concerned ADJ crl-26863 366 9 c. c. NOUN crl-26863 366 10 moderately moderately ADV crl-26863 366 11 concerned concern VERB crl-26863 366 12 d. d. PROPN crl-26863 366 13 very very ADV crl-26863 366 14 concerned concerned ADJ crl-26863 366 15 11 11 NUM crl-26863 366 16 . . PUNCT crl-26863 367 1 how how SCONJ crl-26863 367 2 concerned concerned ADJ crl-26863 367 3 are be AUX crl-26863 367 4 you you PRON crl-26863 367 5 about about ADP crl-26863 367 6 data datum NOUN crl-26863 367 7 mismanagement mismanagement NOUN crl-26863 367 8 , , PUNCT crl-26863 367 9 with with ADP crl-26863 367 10 regard regard NOUN crl-26863 367 11 to to ADP crl-26863 367 12 student student NOUN crl-26863 367 13 / / SYM crl-26863 367 14 employee employee NOUN crl-26863 367 15 data datum NOUN crl-26863 367 16 stored store VERB crl-26863 367 17 by by ADP crl-26863 367 18 the the DET crl-26863 367 19 university university PROPN crl-26863 367 20 of of ADP crl-26863 367 21 michigan michigan PROPN crl-26863 367 22 ? ? PUNCT crl-26863 368 1 a. a. NOUN crl-26863 368 2 not not PART crl-26863 368 3 at at ADV crl-26863 368 4 all all ADV crl-26863 368 5 concerned concerned ADJ crl-26863 368 6 b. b. NOUN crl-26863 368 7 mildly mildly ADV crl-26863 368 8 concerned concerned ADJ crl-26863 368 9 c. c. NOUN crl-26863 368 10 moderately moderately ADV crl-26863 368 11 concerned concern VERB crl-26863 368 12 d. d. PROPN crl-26863 368 13 very very ADV crl-26863 368 14 concerned concerned ADJ crl-26863 368 15 12 12 NUM crl-26863 368 16 . . PUNCT crl-26863 369 1 how how SCONJ crl-26863 369 2 concerned concerned ADJ crl-26863 369 3 are be AUX crl-26863 369 4 you you PRON crl-26863 369 5 about about ADP crl-26863 369 6 data datum NOUN crl-26863 369 7 mismanagement mismanagement NOUN crl-26863 369 8 , , PUNCT crl-26863 369 9 with with ADP crl-26863 369 10 regard regard NOUN crl-26863 369 11 to to ADP crl-26863 369 12 data datum NOUN crl-26863 369 13 stored store VERB crl-26863 369 14 about about ADP crl-26863 369 15 you you PRON crl-26863 369 16 by by ADP crl-26863 369 17 internet internet NOUN crl-26863 369 18 - - PUNCT crl-26863 369 19 based base VERB crl-26863 369 20 companies company NOUN crl-26863 369 21 ( ( PUNCT crl-26863 369 22 e.g. e.g. ADV crl-26863 369 23 , , PUNCT crl-26863 369 24 amazon amazon NOUN crl-26863 369 25 , , PUNCT crl-26863 369 26 apple apple NOUN crl-26863 369 27 , , PUNCT crl-26863 369 28 netflix netflix NOUN crl-26863 369 29 , , PUNCT crl-26863 369 30 etc etc X crl-26863 369 31 . . X crl-26863 369 32 ) ) PUNCT crl-26863 369 33 ? ? PUNCT crl-26863 370 1 a. a. NOUN crl-26863 370 2 not not PART crl-26863 370 3 at at ADV crl-26863 370 4 all all ADV crl-26863 370 5 concerned concerned ADJ crl-26863 370 6 b. b. NOUN crl-26863 370 7 mildly mildly ADV crl-26863 370 8 concerned concerned ADJ crl-26863 370 9 c. c. NOUN crl-26863 370 10 moderately moderately ADV crl-26863 370 11 concerned concern VERB crl-26863 370 12 d. d. PROPN crl-26863 370 13 very very ADV crl-26863 370 14 concerned concerned ADJ crl-26863 370 15 13 13 NUM crl-26863 370 16 . . PUNCT crl-26863 371 1 we we PRON crl-26863 371 2 want want VERB crl-26863 371 3 to to PART crl-26863 371 4 understand understand VERB crl-26863 371 5 how how SCONJ crl-26863 371 6 groups group NOUN crl-26863 371 7 that that PRON crl-26863 371 8 have have AUX crl-26863 371 9 been be AUX crl-26863 371 10 underrepresented underrepresente VERB crl-26863 371 11 or or CCONJ crl-26863 371 12 marginalized marginalize VERB crl-26863 371 13 in in ADP crl-26863 371 14 academia academia NOUN crl-26863 371 15 think think VERB crl-26863 371 16 about about ADP crl-26863 371 17 data datum NOUN crl-26863 371 18 and and CCONJ crl-26863 371 19 privacy privacy NOUN crl-26863 371 20 issues issue NOUN crl-26863 371 21 . . PUNCT crl-26863 372 1 our our PRON crl-26863 372 2 goal goal NOUN crl-26863 372 3 is be AUX crl-26863 372 4 to to PART crl-26863 372 5 serve serve VERB crl-26863 372 6 everyone everyone PRON crl-26863 372 7 in in ADP crl-26863 372 8 our our PRON crl-26863 372 9 campus campus NOUN crl-26863 372 10 community community NOUN crl-26863 372 11 sensitively sensitively ADV crl-26863 372 12 and and CCONJ crl-26863 372 13 responsively responsively ADV crl-26863 372 14 . . PUNCT crl-26863 373 1 this this DET crl-26863 373 2 question question NOUN crl-26863 373 3 , , PUNCT crl-26863 373 4 like like ADP crl-26863 373 5 others other NOUN crl-26863 373 6 680 680 NUM crl-26863 373 7 college college PROPN crl-26863 373 8 & & CCONJ crl-26863 373 9 research research PROPN crl-26863 373 10 libraries library NOUN crl-26863 373 11 july july PROPN crl-26863 373 12 2025 2025 NUM crl-26863 373 13 in in ADP crl-26863 373 14 this this DET crl-26863 373 15 survey survey NOUN crl-26863 373 16 , , PUNCT crl-26863 373 17 is be AUX crl-26863 373 18 completely completely ADV crl-26863 373 19 optional optional ADJ crl-26863 373 20 . . PUNCT crl-26863 374 1 are be AUX crl-26863 374 2 you you PRON crl-26863 374 3 a a DET crl-26863 374 4 member member NOUN crl-26863 374 5 of of ADP crl-26863 374 6 one one NUM crl-26863 374 7 or or CCONJ crl-26863 374 8 more more ADJ crl-26863 374 9 groups group NOUN crl-26863 374 10 that that PRON crl-26863 374 11 have have AUX crl-26863 374 12 been be AUX crl-26863 374 13 underrepresented underrepresente VERB crl-26863 374 14 or or CCONJ crl-26863 374 15 marginalized marginalize VERB crl-26863 374 16 on on ADP crl-26863 374 17 college college NOUN crl-26863 374 18 and and CCONJ crl-26863 374 19 university university NOUN crl-26863 374 20 campuses campus NOUN crl-26863 374 21 ? ? PUNCT crl-26863 375 1 ( ( PUNCT crl-26863 375 2 examples example NOUN crl-26863 375 3 include include VERB crl-26863 375 4 being be AUX crl-26863 375 5 underrepresented underrepresente VERB crl-26863 375 6 or or CCONJ crl-26863 375 7 marginalized marginalize VERB crl-26863 375 8 on on ADP crl-26863 375 9 the the DET crl-26863 375 10 basis basis NOUN crl-26863 375 11 of of ADP crl-26863 375 12 race race NOUN crl-26863 375 13 , , PUNCT crl-26863 375 14 gender gender NOUN crl-26863 375 15 identity identity NOUN crl-26863 375 16 , , PUNCT crl-26863 375 17 disability disability NOUN crl-26863 375 18 status status NOUN crl-26863 375 19 , , PUNCT crl-26863 375 20 sexual sexual ADJ crl-26863 375 21 orientation orientation NOUN crl-26863 375 22 , , PUNCT crl-26863 375 23 socioeconomic socioeconomic ADJ crl-26863 375 24 status status NOUN crl-26863 375 25 , , PUNCT crl-26863 375 26 etc etc X crl-26863 375 27 . . X crl-26863 375 28 ) ) PUNCT crl-26863 376 1 a. a. NOUN crl-26863 377 1 yes yes INTJ crl-26863 377 2 b. b. PROPN crl-26863 378 1 no no DET crl-26863 378 2 c. c. NOUN crl-26863 378 3 prefer prefer VERB crl-26863 378 4 not not PART crl-26863 378 5 to to PART crl-26863 378 6 say say VERB crl-26863 378 7 14 14 NUM crl-26863 378 8 . . PUNCT crl-26863 379 1 if if SCONJ crl-26863 379 2 you you PRON crl-26863 379 3 would would AUX crl-26863 379 4 like like VERB crl-26863 379 5 to to PART crl-26863 379 6 share share VERB crl-26863 379 7 more more ADJ crl-26863 379 8 information information NOUN crl-26863 379 9 about about ADP crl-26863 379 10 your your PRON crl-26863 379 11 background background NOUN crl-26863 379 12 or or CCONJ crl-26863 379 13 identity identity NOUN crl-26863 379 14 , , PUNCT crl-26863 379 15 please please INTJ crl-26863 379 16 feel feel VERB crl-26863 379 17 free free ADJ crl-26863 379 18 to to PART crl-26863 379 19 use use VERB crl-26863 379 20 your your PRON crl-26863 379 21 own own ADJ crl-26863 379 22 words word NOUN crl-26863 379 23 here here ADV crl-26863 379 24 : : PUNCT crl-26863 380 1 _ _ PUNCT crl-26863 381 1 _ _ PUNCT crl-26863 382 1 _ _ PUNCT crl-26863 383 1 _ _ PUNCT crl-26863 384 1 _ _ PUNCT crl-26863 385 1 _ _ PUNCT crl-26863 386 1 15 15 X crl-26863 386 2 . . PUNCT crl-26863 387 1 if if SCONJ crl-26863 387 2 you you PRON crl-26863 387 3 have have VERB crl-26863 387 4 other other ADJ crl-26863 387 5 comments comment NOUN crl-26863 387 6 you you PRON crl-26863 387 7 want want VERB crl-26863 387 8 to to PART crl-26863 387 9 share share VERB crl-26863 387 10 about about ADP crl-26863 387 11 collection collection NOUN crl-26863 387 12 history history NOUN crl-26863 387 13 and/or and/or CCONJ crl-26863 387 14 library library NOUN crl-26863 387 15 data datum NOUN crl-26863 387 16 , , PUNCT crl-26863 387 17 please please INTJ crl-26863 387 18 use use VERB crl-26863 387 19 the the DET crl-26863 387 20 space space NOUN crl-26863 387 21 below below ADV crl-26863 387 22 . . PUNCT crl-26863 388 1 ( ( PUNCT crl-26863 388 2 this this PRON crl-26863 388 3 is be AUX crl-26863 388 4 the the DET crl-26863 388 5 final final ADJ crl-26863 388 6 question question NOUN crl-26863 388 7 on on ADP crl-26863 388 8 the the DET crl-26863 388 9 survey survey NOUN crl-26863 388 10 . . PUNCT crl-26863 388 11 ) ) PUNCT crl-26863 389 1 _ _ PUNCT crl-26863 390 1 _ _ PUNCT crl-26863 391 1 _ _ PUNCT crl-26863 392 1 _ _ PUNCT crl-26863 393 1 _ _ PUNCT crl-26863 394 1 _ _ PUNCT crl-26863 395 1 help help NOUN crl-26863 395 2 or or CCONJ crl-26863 395 3 hazard hazard VERB crl-26863 395 4 681 681 NUM crl-26863 395 5 appendix appendix NOUN crl-26863 395 6 b b NOUN crl-26863 395 7 : : PUNCT crl-26863 395 8 coding code VERB crl-26863 395 9 scheme scheme NOUN crl-26863 395 10 chose choose VERB crl-26863 395 11 to to PART crl-26863 395 12 not not PART crl-26863 395 13 have have VERB crl-26863 395 14 a a DET crl-26863 395 15 checkout checkout NOUN crl-26863 395 16 history history NOUN crl-26863 395 17 . . PUNCT crl-26863 396 1 coding code VERB crl-26863 396 2 categories category NOUN crl-26863 396 3 for for ADP crl-26863 396 4 responses response NOUN crl-26863 396 5 that that PRON crl-26863 396 6 were be AUX crl-26863 396 7 provided provide VERB crl-26863 396 8 by by ADP crl-26863 396 9 ( ( PUNCT crl-26863 396 10 a a PRON crl-26863 396 11 ) ) PUNCT crl-26863 396 12 people people NOUN crl-26863 396 13 in in ADP crl-26863 396 14 survey survey NOUN crl-26863 396 15 variants variant NOUN crl-26863 396 16 1–5 1–5 NUM crl-26863 396 17 who who PRON crl-26863 396 18 did do AUX crl-26863 396 19 not not PART crl-26863 396 20 want want VERB crl-26863 396 21 a a DET crl-26863 396 22 checkout checkout NOUN crl-26863 396 23 history history NOUN crl-26863 396 24 , , PUNCT crl-26863 396 25 and and CCONJ crl-26863 396 26 ( ( PUNCT crl-26863 396 27 b b X crl-26863 396 28 ) ) PUNCT crl-26863 396 29 people people NOUN crl-26863 396 30 in in ADP crl-26863 396 31 survey survey NOUN crl-26863 396 32 variants variant NOUN crl-26863 396 33 3–5 3–5 NUM crl-26863 396 34 who who PRON crl-26863 396 35 thought think VERB crl-26863 396 36 carefully carefully ADV crl-26863 396 37 about about ADP crl-26863 396 38 both both DET crl-26863 396 39 options option NOUN crl-26863 396 40 . . PUNCT crl-26863 397 1 • • NUM crl-26863 397 2 do do AUX crl-26863 397 3 n’t not PART crl-26863 397 4 want want VERB crl-26863 397 5 or or CCONJ crl-26863 397 6 need need VERB crl-26863 397 7 it it PRON crl-26863 397 8 : : PUNCT crl-26863 397 9 statements statement NOUN crl-26863 397 10 about about ADP crl-26863 397 11 the the DET crl-26863 397 12 checkout checkout NOUN crl-26863 397 13 history history NOUN crl-26863 397 14 not not PART crl-26863 397 15 being be AUX crl-26863 397 16 wanted want VERB crl-26863 397 17 , , PUNCT crl-26863 397 18 needed need VERB crl-26863 397 19 , , PUNCT crl-26863 397 20 or or CCONJ crl-26863 397 21 useful useful ADJ crl-26863 397 22 • • NOUN crl-26863 397 23 library library NOUN crl-26863 397 24 should should AUX crl-26863 397 25 n’t not PART crl-26863 397 26 keep keep VERB crl-26863 397 27 it it PRON crl-26863 397 28 : : PUNCT crl-26863 397 29 statements statement NOUN crl-26863 397 30 about about ADP crl-26863 397 31 the the DET crl-26863 397 32 library library NOUN crl-26863 397 33 overstepping overstep VERB crl-26863 397 34 by by ADP crl-26863 397 35 retaining retain VERB crl-26863 397 36 checkout checkout NOUN crl-26863 397 37 histories history NOUN crl-26863 397 38 • • NUM crl-26863 397 39 privacy privacy NOUN crl-26863 397 40 concerns concern NOUN crl-26863 397 41 : : PUNCT crl-26863 397 42 statements statement NOUN crl-26863 397 43 of of ADP crl-26863 397 44 worry worry NOUN crl-26863 397 45 about about ADP crl-26863 397 46 breaches breach NOUN crl-26863 397 47 to to ADP crl-26863 397 48 one one NUM crl-26863 397 49 ’s ’s PART crl-26863 397 50 checkout checkout NOUN crl-26863 397 51 history history NOUN crl-26863 397 52 • • NOUN crl-26863 397 53 not not PART crl-26863 397 54 aware aware ADJ crl-26863 397 55 of of ADP crl-26863 397 56 checkout checkout NOUN crl-26863 397 57 history history NOUN crl-26863 397 58 : : PUNCT crl-26863 397 59 statements statement NOUN crl-26863 397 60 that that PRON crl-26863 397 61 mentioned mention VERB crl-26863 397 62 not not PART crl-26863 397 63 having having AUX crl-26863 397 64 know know VERB crl-26863 397 65 about about ADP crl-26863 397 66 the the DET crl-26863 397 67 history history NOUN crl-26863 397 68 until until ADP crl-26863 397 69 being be AUX crl-26863 397 70 offered offer VERB crl-26863 397 71 the the DET crl-26863 397 72 choice choice NOUN crl-26863 397 73 • • NOUN crl-26863 397 74 not not PART crl-26863 397 75 active active ADJ crl-26863 397 76 in in ADP crl-26863 397 77 academic academic ADJ crl-26863 397 78 work work NOUN crl-26863 397 79 : : PUNCT crl-26863 397 80 statements statement NOUN crl-26863 397 81 that that PRON crl-26863 397 82 mentioned mentioned AUX crl-26863 397 83 no no ADV crl-26863 397 84 longer long ADV crl-26863 397 85 needing need VERB crl-26863 397 86 or or CCONJ crl-26863 397 87 using use VERB crl-26863 397 88 books book NOUN crl-26863 397 89 from from ADP crl-26863 397 90 the the DET crl-26863 397 91 library library NOUN crl-26863 398 1 • • NOUN crl-26863 398 2 lack lack NOUN crl-26863 398 3 of of ADP crl-26863 398 4 trust trust NOUN crl-26863 398 5 in in ADP crl-26863 398 6 the the DET crl-26863 398 7 university university NOUN crl-26863 398 8 in in ADP crl-26863 398 9 particular particular ADJ crl-26863 398 10 : : PUNCT crl-26863 398 11 statements statement NOUN crl-26863 398 12 expressing express VERB crl-26863 398 13 a a DET crl-26863 398 14 lack lack NOUN crl-26863 398 15 of of ADP crl-26863 398 16 trust trust NOUN crl-26863 398 17 that that SCONJ crl-26863 398 18 the the DET crl-26863 398 19 larger large ADJ crl-26863 398 20 university university NOUN crl-26863 398 21 manages manage VERB crl-26863 398 22 data datum NOUN crl-26863 398 23 safely safely ADV crl-26863 398 24 • • ADV crl-26863 398 25 uncodable uncodable ADJ crl-26863 398 26 : : PUNCT crl-26863 398 27 responses response NOUN crl-26863 398 28 that that PRON crl-26863 398 29 did do AUX crl-26863 398 30 not not PART crl-26863 398 31 make make VERB crl-26863 398 32 sense sense NOUN crl-26863 398 33 or or CCONJ crl-26863 398 34 were be AUX crl-26863 398 35 not not PART crl-26863 398 36 categorizable categorizable ADJ crl-26863 398 37 chose choose VERB crl-26863 398 38 to to PART crl-26863 398 39 have have VERB crl-26863 398 40 a a DET crl-26863 398 41 checkout checkout NOUN crl-26863 398 42 history history NOUN crl-26863 398 43 . . PUNCT crl-26863 399 1 coding code VERB crl-26863 399 2 categories category NOUN crl-26863 399 3 for for ADP crl-26863 399 4 responses response NOUN crl-26863 399 5 that that PRON crl-26863 399 6 were be AUX crl-26863 399 7 provided provide VERB crl-26863 399 8 by by ADP crl-26863 399 9 ( ( PUNCT crl-26863 399 10 a a PRON crl-26863 399 11 ) ) PUNCT crl-26863 399 12 people people NOUN crl-26863 399 13 in in ADP crl-26863 399 14 survey survey NOUN crl-26863 399 15 variants variant NOUN crl-26863 399 16 1–5 1–5 NUM crl-26863 399 17 who who PRON crl-26863 399 18 wanted want VERB crl-26863 399 19 a a DET crl-26863 399 20 checkout checkout NOUN crl-26863 399 21 history history NOUN crl-26863 399 22 , , PUNCT crl-26863 399 23 and and CCONJ crl-26863 399 24 ( ( PUNCT crl-26863 399 25 b b X crl-26863 399 26 ) ) PUNCT crl-26863 399 27 people people NOUN crl-26863 399 28 in in ADP crl-26863 399 29 survey survey NOUN crl-26863 399 30 variants variant NOUN crl-26863 399 31 3–5 3–5 NUM crl-26863 399 32 who who PRON crl-26863 399 33 thought think VERB crl-26863 399 34 carefully carefully ADV crl-26863 399 35 about about ADP crl-26863 399 36 both both DET crl-26863 399 37 options option NOUN crl-26863 399 38 . . PUNCT crl-26863 400 1 • • NOUN crl-26863 400 2 want want VERB crl-26863 400 3 to to PART crl-26863 400 4 have have VERB crl-26863 400 5 it it PRON crl-26863 400 6 : : PUNCT crl-26863 400 7 a a DET crl-26863 400 8 basic basic ADJ crl-26863 400 9 statement statement NOUN crl-26863 400 10 of of ADP crl-26863 400 11 want want NOUN crl-26863 400 12 , , PUNCT crl-26863 400 13 with with ADP crl-26863 400 14 no no DET crl-26863 400 15 explanation explanation NOUN crl-26863 400 16 given give VERB crl-26863 400 17 • • NUM crl-26863 400 18 want want VERB crl-26863 400 19 a a DET crl-26863 400 20 reading reading NOUN crl-26863 400 21 list list NOUN crl-26863 400 22 : : PUNCT crl-26863 400 23 statements statement NOUN crl-26863 400 24 about about ADP crl-26863 400 25 wanting want VERB crl-26863 400 26 to to PART crl-26863 400 27 remember remember VERB crl-26863 400 28 what what PRON crl-26863 400 29 one one NOUN crl-26863 400 30 was be AUX crl-26863 400 31 reading read VERB crl-26863 400 32 in in ADP crl-26863 400 33 the the DET crl-26863 400 34 past past NOUN crl-26863 400 35 , , PUNCT crl-26863 400 36 preventing prevent VERB crl-26863 400 37 mistaken mistaken ADJ crl-26863 400 38 re re NOUN crl-26863 400 39 - - NOUN crl-26863 400 40 reading reading ADJ crl-26863 400 41 , , PUNCT crl-26863 400 42 facilitating facilitate VERB crl-26863 400 43 intentional intentional ADJ crl-26863 400 44 re re ADJ crl-26863 400 45 - - ADJ crl-26863 400 46 reading reading ADJ crl-26863 400 47 , , PUNCT crl-26863 400 48 tracking track VERB crl-26863 400 49 reading read VERB crl-26863 400 50 interests interest NOUN crl-26863 400 51 over over ADP crl-26863 400 52 time time NOUN crl-26863 400 53 • • ADP crl-26863 400 54 want want VERB crl-26863 400 55 to to PART crl-26863 400 56 enable enable VERB crl-26863 400 57 future future ADJ crl-26863 400 58 research research NOUN crl-26863 400 59 : : PUNCT crl-26863 400 60 statements statement NOUN crl-26863 400 61 about about ADP crl-26863 400 62 needing need VERB crl-26863 400 63 a a DET crl-26863 400 64 citation citation NOUN crl-26863 400 65 list list NOUN crl-26863 400 66 for for ADP crl-26863 400 67 dissertation dissertation NOUN crl-26863 400 68 or or CCONJ crl-26863 400 69 other other ADJ crl-26863 400 70 research research NOUN crl-26863 400 71 output output NOUN crl-26863 400 72 , , PUNCT crl-26863 400 73 wanting want VERB crl-26863 400 74 to to PART crl-26863 400 75 share share VERB crl-26863 400 76 things thing NOUN crl-26863 400 77 with with ADP crl-26863 400 78 other other ADJ crl-26863 400 79 scholars scholar NOUN crl-26863 400 80 • • ADP crl-26863 400 81 other other ADJ crl-26863 400 82 future future ADJ crl-26863 400 83 use use NOUN crl-26863 400 84 : : PUNCT crl-26863 400 85 statements statement NOUN crl-26863 400 86 about about ADP crl-26863 400 87 other other ADJ crl-26863 400 88 future future ADJ crl-26863 400 89 uses use NOUN crl-26863 400 90 that that PRON crl-26863 400 91 is be AUX crl-26863 400 92 described describe VERB crl-26863 400 93 in in ADP crl-26863 400 94 some some DET crl-26863 400 95 detail detail NOUN crl-26863 400 96 ( ( PUNCT crl-26863 400 97 beyond beyond ADP crl-26863 400 98 a a DET crl-26863 400 99 “ " PUNCT crl-26863 400 100 just just ADV crl-26863 400 101 because because SCONJ crl-26863 400 102 ” " PUNCT crl-26863 400 103 response response NOUN crl-26863 400 104 ) ) PUNCT crl-26863 400 105 • • ADP crl-26863 400 106 no no DET crl-26863 400 107 big big ADJ crl-26863 400 108 privacy privacy NOUN crl-26863 400 109 concerns concern NOUN crl-26863 400 110 : : PUNCT crl-26863 400 111 statements statement NOUN crl-26863 400 112 about about ADP crl-26863 400 113 a a DET crl-26863 400 114 lack lack NOUN crl-26863 400 115 of of ADP crl-26863 400 116 privacy privacy NOUN crl-26863 400 117 concerns concern NOUN crl-26863 400 118 , , PUNCT crl-26863 400 119 and and CCONJ crl-26863 400 120 about about ADP crl-26863 400 121 not not PART crl-26863 400 122 having have VERB crl-26863 400 123 sensitive sensitive ADJ crl-26863 400 124 data datum NOUN crl-26863 400 125 in in ADP crl-26863 400 126 checkout checkout NOUN crl-26863 400 127 histories history NOUN crl-26863 400 128 • • ADV crl-26863 400 129 expect expect VERB crl-26863 400 130 this this DET crl-26863 400 131 type type NOUN crl-26863 400 132 of of ADP crl-26863 400 133 library library NOUN crl-26863 400 134 service service NOUN crl-26863 400 135 : : PUNCT crl-26863 400 136 statements statement NOUN crl-26863 400 137 about about ADP crl-26863 400 138 checkout checkout NOUN crl-26863 400 139 histories history NOUN crl-26863 400 140 being be AUX crl-26863 400 141 an an DET crl-26863 400 142 expected expect VERB crl-26863 400 143 or or CCONJ crl-26863 400 144 normal normal ADJ crl-26863 400 145 library library NOUN crl-26863 400 146 service service NOUN crl-26863 400 147 for for ADP crl-26863 400 148 patrons patron NOUN crl-26863 400 149 • • PRON crl-26863 400 150 accessibility accessibility NOUN crl-26863 400 151 : : PUNCT crl-26863 400 152 statements statement NOUN crl-26863 400 153 linking link VERB crl-26863 400 154 accessibility accessibility NOUN crl-26863 400 155 support support NOUN crl-26863 400 156 with with ADP crl-26863 400 157 the the DET crl-26863 400 158 use use NOUN crl-26863 400 159 of of ADP crl-26863 400 160 a a DET crl-26863 400 161 checkout checkout NOUN crl-26863 400 162 history history NOUN crl-26863 400 163 • • NOUN crl-26863 400 164 uncodable uncodable ADJ crl-26863 400 165 : : PUNCT crl-26863 400 166 responses response NOUN crl-26863 400 167 that that PRON crl-26863 400 168 did do AUX crl-26863 400 169 not not PART crl-26863 400 170 make make VERB crl-26863 400 171 sense sense NOUN crl-26863 400 172 or or CCONJ crl-26863 400 173 were be AUX crl-26863 400 174 not not PART crl-26863 400 175 categorizable categorizable ADJ crl-26863 400 176 other other ADJ crl-26863 400 177 unique unique ADJ crl-26863 400 178 themes theme NOUN crl-26863 400 179 mentioned mention VERB crl-26863 400 180 regarding regard VERB crl-26863 400 181 the the DET crl-26863 400 182 consideration consideration NOUN crl-26863 400 183 of of ADP crl-26863 400 184 the the DET crl-26863 400 185 opposite opposite ADJ crl-26863 400 186 choice choice NOUN crl-26863 400 187 • • NOUN crl-26863 400 188 privacy privacy NOUN crl-26863 400 189 concerns concern NOUN crl-26863 400 190 related relate VERB crl-26863 400 191 to to ADP crl-26863 400 192 specific specific ADJ crl-26863 400 193 materials material NOUN crl-26863 400 194 being be AUX crl-26863 400 195 checked check VERB crl-26863 400 196 out out ADP crl-26863 400 197 • • NOUN crl-26863 400 198 privacy privacy NOUN crl-26863 400 199 concerns concern NOUN crl-26863 400 200 that that PRON crl-26863 400 201 were be AUX crl-26863 400 202 outweighed outweigh VERB crl-26863 400 203 by by ADP crl-26863 400 204 expected expect VERB crl-26863 400 205 benefits benefit NOUN crl-26863 400 206 checkout checkout NOUN crl-26863 400 207 history history NOUN crl-26863 400 208 • • NUM crl-26863 400 209 privacy privacy NOUN crl-26863 400 210 concerns concern NOUN crl-26863 400 211 that that PRON crl-26863 400 212 were be AUX crl-26863 400 213 outweighed outweigh VERB crl-26863 400 214 by by ADP crl-26863 400 215 trust trust NOUN crl-26863 400 216 in in ADP crl-26863 400 217 the the DET crl-26863 400 218 library library NOUN crl-26863 401 1 • • NOUN crl-26863 401 2 uncertainty uncertainty NOUN crl-26863 401 3 about about ADP crl-26863 401 4 how how SCONJ crl-26863 401 5 to to PART crl-26863 401 6 use use VERB crl-26863 401 7 the the DET crl-26863 401 8 checkout checkout NOUN crl-26863 401 9 history history NOUN crl-26863 401 10 feature feature NOUN crl-26863 401 11 • • NOUN crl-26863 401 12 concern concern NOUN crl-26863 401 13 about about ADP crl-26863 401 14 government government NOUN crl-26863 401 15 access access NOUN crl-26863 401 16 to to ADP crl-26863 401 17 records record NOUN