id sid tid token lemma pos dpc-3390 1 1 dermatology dermatology NOUN dpc-3390 1 2 : : PUNCT dpc-3390 1 3 practical practical ADJ dpc-3390 1 4 and and CCONJ dpc-3390 1 5 conceptual conceptual ADJ dpc-3390 1 6 research research NOUN dpc-3390 1 7 letter letter NOUN dpc-3390 2 1 | | ADV dpc-3390 2 2 dermatol dermatol ADJ dpc-3390 2 3 pract pract NOUN dpc-3390 2 4 concept concept NOUN dpc-3390 2 5 . . PUNCT dpc-3390 3 1 2024;14(4):e2024216 2024;14(4):e2024216 NUM dpc-3390 3 2 1 1 NUM dpc-3390 4 1 a a DET dpc-3390 4 2 survey survey NOUN dpc-3390 4 3 - - PUNCT dpc-3390 4 4 based base VERB dpc-3390 4 5 study study NOUN dpc-3390 4 6 of of ADP dpc-3390 4 7 dermatologist dermatologist PROPN dpc-3390 4 8 research research NOUN dpc-3390 4 9 productivity productivity NOUN dpc-3390 4 10 : : PUNCT dpc-3390 4 11 consideration consideration NOUN dpc-3390 4 12 of of ADP dpc-3390 4 13 restructuring restructure VERB dpc-3390 4 14 the the DET dpc-3390 4 15 current current ADJ dpc-3390 4 16 academic academic ADJ dpc-3390 4 17 model model NOUN dpc-3390 4 18 michelle michelle PROPN dpc-3390 4 19 j. j. PROPN dpc-3390 4 20 chang1 chang1 PROPN dpc-3390 4 21 , , PUNCT dpc-3390 4 22 amar amar PROPN dpc-3390 4 23 d. d. PROPN dpc-3390 4 24 desai2 desai2 PROPN dpc-3390 4 25 , , PUNCT dpc-3390 4 26 shari shari PROPN dpc-3390 4 27 r. r. PROPN dpc-3390 4 28 lipner3 lipner3 PROPN dpc-3390 4 29 1 1 NUM dpc-3390 4 30 department department NOUN dpc-3390 4 31 of of ADP dpc-3390 4 32 dermatology dermatology NOUN dpc-3390 4 33 , , PUNCT dpc-3390 4 34 state state NOUN dpc-3390 4 35 university university PROPN dpc-3390 4 36 of of ADP dpc-3390 4 37 new new PROPN dpc-3390 4 38 york york PROPN dpc-3390 4 39 downstate downstate PROPN dpc-3390 4 40 medical medical ADJ dpc-3390 4 41 center center NOUN dpc-3390 4 42 , , PUNCT dpc-3390 4 43 brooklyn brooklyn PROPN dpc-3390 4 44 , , PUNCT dpc-3390 4 45 new new PROPN dpc-3390 4 46 york york PROPN dpc-3390 4 47 2 2 PROPN dpc-3390 4 48 rutgers rutgers PROPN dpc-3390 4 49 new new PROPN dpc-3390 4 50 jersey jersey PROPN dpc-3390 4 51 medical medical PROPN dpc-3390 4 52 school school PROPN dpc-3390 4 53 , , PUNCT dpc-3390 4 54 newark newark PROPN dpc-3390 4 55 , , PUNCT dpc-3390 4 56 new new PROPN dpc-3390 4 57 jersey jersey PROPN dpc-3390 4 58 3 3 NUM dpc-3390 4 59 department department PROPN dpc-3390 4 60 of of ADP dpc-3390 4 61 dermatology dermatology NOUN dpc-3390 4 62 , , PUNCT dpc-3390 4 63 weill weill PROPN dpc-3390 4 64 cornell cornell PROPN dpc-3390 4 65 medicine medicine PROPN dpc-3390 4 66 , , PUNCT dpc-3390 4 67 new new PROPN dpc-3390 4 68 york york PROPN dpc-3390 4 69 key key ADJ dpc-3390 4 70 words word NOUN dpc-3390 4 71 : : PUNCT dpc-3390 4 72 research research NOUN dpc-3390 4 73 , , PUNCT dpc-3390 4 74 survey survey NOUN dpc-3390 4 75 , , PUNCT dpc-3390 4 76 research research NOUN dpc-3390 4 77 practices practice NOUN dpc-3390 4 78 , , PUNCT dpc-3390 4 79 dermatology dermatology NOUN dpc-3390 4 80 , , PUNCT dpc-3390 4 81 academics academic NOUN dpc-3390 4 82 citation citation NOUN dpc-3390 4 83 : : PUNCT dpc-3390 4 84 chang chang PROPN dpc-3390 4 85 mj mj PROPN dpc-3390 4 86 , , PUNCT dpc-3390 4 87 desai desai PROPN dpc-3390 4 88 ad ad PROPN dpc-3390 4 89 , , PUNCT dpc-3390 4 90 lipner lipner PROPN dpc-3390 4 91 sr sr PROPN dpc-3390 4 92 . . PUNCT dpc-3390 5 1 a a DET dpc-3390 5 2 survey survey NOUN dpc-3390 5 3 - - PUNCT dpc-3390 5 4 based base VERB dpc-3390 5 5 study study NOUN dpc-3390 5 6 of of ADP dpc-3390 5 7 dermatologist dermatologist PROPN dpc-3390 5 8 research research NOUN dpc-3390 5 9 productivity productivity NOUN dpc-3390 5 10 : : PUNCT dpc-3390 5 11 consideration consideration NOUN dpc-3390 5 12 of of ADP dpc-3390 5 13 restructuring restructure VERB dpc-3390 5 14 the the DET dpc-3390 5 15 current current ADJ dpc-3390 5 16 academic academic ADJ dpc-3390 5 17 model model NOUN dpc-3390 5 18 . . PUNCT dpc-3390 6 1 dermatol dermatol NOUN dpc-3390 6 2 pract pract PROPN dpc-3390 6 3 concept concept NOUN dpc-3390 6 4 . . PUNCT dpc-3390 7 1 2024;14(4):e2024216 2024;14(4):e2024216 X dpc-3390 7 2 . . PUNCT dpc-3390 7 3 doi doi PROPN dpc-3390 7 4 : : PUNCT dpc-3390 7 5 https://doi.org/10.5826/dpc.1404a216 https://doi.org/10.5826/dpc.1404a216 NOUN dpc-3390 7 6 accepted accept VERB dpc-3390 7 7 : : PUNCT dpc-3390 7 8 may may AUX dpc-3390 7 9 11 11 NUM dpc-3390 7 10 , , PUNCT dpc-3390 7 11 2024 2024 NUM dpc-3390 7 12 ; ; PUNCT dpc-3390 7 13 published publish VERB dpc-3390 7 14 : : PUNCT dpc-3390 7 15 october october PROPN dpc-3390 7 16 2024 2024 NUM dpc-3390 8 1 copyright copyright NOUN dpc-3390 8 2 : : PUNCT dpc-3390 8 3 © © PROPN dpc-3390 8 4 2024 2024 NUM dpc-3390 8 5 chang chang PROPN dpc-3390 8 6 et et PROPN dpc-3390 8 7 al al PROPN dpc-3390 8 8 . . PUNCT dpc-3390 9 1 this this PRON dpc-3390 9 2 is be AUX dpc-3390 9 3 an an DET dpc-3390 9 4 open open ADJ dpc-3390 9 5 - - PUNCT dpc-3390 9 6 access access NOUN dpc-3390 9 7 article article NOUN dpc-3390 9 8 distributed distribute VERB dpc-3390 9 9 under under ADP dpc-3390 9 10 the the DET dpc-3390 9 11 terms term NOUN dpc-3390 9 12 of of ADP dpc-3390 9 13 the the DET dpc-3390 9 14 creative creative ADJ dpc-3390 9 15 commons common NOUN dpc-3390 9 16 attributionnoncommercial attributionnoncommercial ADJ dpc-3390 9 17 license license NOUN dpc-3390 9 18 ( ( PUNCT dpc-3390 9 19 by by ADP dpc-3390 9 20 - - PUNCT dpc-3390 9 21 nc-4.0 nc-4.0 NOUN dpc-3390 9 22 ) ) PUNCT dpc-3390 9 23 , , PUNCT dpc-3390 9 24 https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/ PROPN dpc-3390 9 25 , , PUNCT dpc-3390 9 26 which which PRON dpc-3390 9 27 permits permit VERB dpc-3390 9 28 unrestricted unrestricted ADJ dpc-3390 9 29 noncommercial noncommercial ADJ dpc-3390 9 30 use use NOUN dpc-3390 9 31 , , PUNCT dpc-3390 9 32 distribution distribution NOUN dpc-3390 9 33 , , PUNCT dpc-3390 9 34 and and CCONJ dpc-3390 9 35 reproduction reproduction NOUN dpc-3390 9 36 in in ADP dpc-3390 9 37 any any DET dpc-3390 9 38 medium medium NOUN dpc-3390 9 39 , , PUNCT dpc-3390 9 40 provided provide VERB dpc-3390 9 41 the the DET dpc-3390 9 42 original original ADJ dpc-3390 9 43 authors author NOUN dpc-3390 9 44 and and CCONJ dpc-3390 9 45 source source NOUN dpc-3390 9 46 are be AUX dpc-3390 9 47 credited credit VERB dpc-3390 9 48 . . PUNCT dpc-3390 10 1 funding funding NOUN dpc-3390 10 2 : : PUNCT dpc-3390 10 3 none none NOUN dpc-3390 10 4 . . PUNCT dpc-3390 11 1 competing compete VERB dpc-3390 11 2 interests interest NOUN dpc-3390 11 3 : : PUNCT dpc-3390 11 4 none none NOUN dpc-3390 11 5 . . PUNCT dpc-3390 12 1 authorship authorship NOUN dpc-3390 12 2 : : PUNCT dpc-3390 12 3 all all DET dpc-3390 12 4 authors author NOUN dpc-3390 12 5 have have AUX dpc-3390 12 6 contributed contribute VERB dpc-3390 12 7 significantly significantly ADV dpc-3390 12 8 to to ADP dpc-3390 12 9 this this DET dpc-3390 12 10 publication publication NOUN dpc-3390 12 11 . . PUNCT dpc-3390 13 1 corresponding correspond VERB dpc-3390 13 2 author author NOUN dpc-3390 13 3 : : PUNCT dpc-3390 13 4 shari shari PROPN dpc-3390 13 5 r. r. PROPN dpc-3390 13 6 lipner lipner PROPN dpc-3390 13 7 , , PUNCT dpc-3390 13 8 md md PROPN dpc-3390 13 9 , , PUNCT dpc-3390 13 10 phd phd NOUN dpc-3390 13 11 , , PUNCT dpc-3390 13 12 1305 1305 PROPN dpc-3390 13 13 york york PROPN dpc-3390 13 14 avenue avenue PROPN dpc-3390 13 15 , , PUNCT dpc-3390 13 16 new new PROPN dpc-3390 13 17 york york PROPN dpc-3390 13 18 , , PUNCT dpc-3390 13 19 ny ny PROPN dpc-3390 13 20 10021 10021 NUM dpc-3390 13 21 . . PUNCT dpc-3390 14 1 e e X dpc-3390 14 2 - - NOUN dpc-3390 14 3 mail mail NOUN dpc-3390 14 4 : : PUNCT dpc-3390 14 5 shl9032@med.cornell.edu shl9032@med.cornell.edu PROPN dpc-3390 14 6 introduction introduction NOUN dpc-3390 14 7 lack lack NOUN dpc-3390 14 8 of of ADP dpc-3390 14 9 protected protect VERB dpc-3390 14 10 time time NOUN dpc-3390 14 11 for for ADP dpc-3390 14 12 pursuing pursue VERB dpc-3390 14 13 academic academic ADJ dpc-3390 14 14 interests interest NOUN dpc-3390 14 15 was be AUX dpc-3390 14 16 the the DET dpc-3390 14 17 second second ADJ dpc-3390 14 18 highest high ADJ dpc-3390 14 19 burnout burnout NOUN dpc-3390 14 20 reason reason NOUN dpc-3390 14 21 in in ADP dpc-3390 14 22 a a DET dpc-3390 14 23 survey survey NOUN dpc-3390 14 24 - - PUNCT dpc-3390 14 25 based base VERB dpc-3390 14 26 study study NOUN dpc-3390 14 27 of of ADP dpc-3390 14 28 academic academic ADJ dpc-3390 14 29 dermatologists dermatologist NOUN dpc-3390 14 30 [ [ X dpc-3390 14 31 1 1 NUM dpc-3390 14 32 ] ] PUNCT dpc-3390 14 33 . . PUNCT dpc-3390 15 1 in in ADP dpc-3390 15 2 another another DET dpc-3390 15 3 study study NOUN dpc-3390 15 4 , , PUNCT dpc-3390 15 5 dermatologists dermatologist VERB dpc-3390 15 6 in in ADP dpc-3390 15 7 academia academia NOUN dpc-3390 15 8 vs. vs. ADP dpc-3390 15 9 private private ADJ dpc-3390 15 10 practice practice NOUN dpc-3390 15 11 spent spend VERB dpc-3390 15 12 16 16 NUM dpc-3390 15 13 - - PUNCT dpc-3390 15 14 19x 19x NOUN dpc-3390 15 15 more more ADJ dpc-3390 15 16 hours hour NOUN dpc-3390 15 17 doing do VERB dpc-3390 15 18 research research NOUN dpc-3390 15 19 , , PUNCT dpc-3390 15 20 teaching teaching NOUN dpc-3390 15 21 , , PUNCT dpc-3390 15 22 and and CCONJ dpc-3390 15 23 administration administration NOUN dpc-3390 15 24 , , PUNCT dpc-3390 15 25 but but CCONJ dpc-3390 15 26 saw see VERB dpc-3390 15 27 59%-68 59%-68 NUM dpc-3390 15 28 % % NOUN dpc-3390 15 29 of of ADP dpc-3390 15 30 the the DET dpc-3390 15 31 number number NOUN dpc-3390 15 32 of of ADP dpc-3390 15 33 patients patient NOUN dpc-3390 15 34 seen see VERB dpc-3390 15 35 by by ADP dpc-3390 15 36 private private ADJ dpc-3390 15 37 practice practice NOUN dpc-3390 15 38 dermatologists dermatologist NOUN dpc-3390 15 39 [ [ X dpc-3390 15 40 2 2 NUM dpc-3390 15 41 ] ] PUNCT dpc-3390 15 42 . . PUNCT dpc-3390 16 1 therefore therefore ADV dpc-3390 16 2 , , PUNCT dpc-3390 16 3 we we PRON dpc-3390 16 4 hypothesized hypothesize VERB dpc-3390 16 5 that that SCONJ dpc-3390 16 6 dedicated dedicated ADJ dpc-3390 16 7 time time NOUN dpc-3390 16 8 for for ADP dpc-3390 16 9 research research NOUN dpc-3390 16 10 would would AUX dpc-3390 16 11 be be AUX dpc-3390 16 12 minimal minimal ADJ dpc-3390 16 13 and and CCONJ dpc-3390 16 14 aimed aim VERB dpc-3390 16 15 to to PART dpc-3390 16 16 characterize characterize VERB dpc-3390 16 17 dermatologist dermatologist NOUN dpc-3390 16 18 research research NOUN dpc-3390 16 19 practices practice NOUN dpc-3390 16 20 . . PUNCT dpc-3390 17 1 case case NOUN dpc-3390 17 2 presentation presentation NOUN dpc-3390 17 3 an an DET dpc-3390 17 4 anonymous anonymous ADJ dpc-3390 17 5 voluntary voluntary ADJ dpc-3390 17 6 survey survey NOUN dpc-3390 17 7 was be AUX dpc-3390 17 8 emailed email VERB dpc-3390 17 9 to to ADP dpc-3390 17 10 dermatologists dermatologist NOUN dpc-3390 17 11 using use VERB dpc-3390 17 12 apd apd PROPN dpc-3390 17 13 and and CCONJ dpc-3390 17 14 wds wds PROPN dpc-3390 17 15 listservs listservs PROPN dpc-3390 17 16 ( ( PUNCT dpc-3390 17 17 12/2022 12/2022 NUM dpc-3390 17 18 - - PUNCT dpc-3390 17 19 4/2022 4/2022 NOUN dpc-3390 17 20 ) ) PUNCT dpc-3390 17 21 . . PUNCT dpc-3390 18 1 responses response NOUN dpc-3390 18 2 were be AUX dpc-3390 18 3 collected collect VERB dpc-3390 18 4 using use VERB dpc-3390 18 5 redcap redcap NOUN dpc-3390 18 6 . . PUNCT dpc-3390 19 1 univariable univariable ADJ dpc-3390 19 2 and and CCONJ dpc-3390 19 3 multivariable multivariable ADJ dpc-3390 19 4 analyses analysis NOUN dpc-3390 19 5 were be AUX dpc-3390 19 6 performed perform VERB dpc-3390 19 7 using use VERB dpc-3390 19 8 microsoft microsoft PROPN dpc-3390 19 9 excel excel PROPN dpc-3390 19 10 ( ( PUNCT dpc-3390 19 11 microsoft microsoft PROPN dpc-3390 19 12 , , PUNCT dpc-3390 19 13 seattle seattle PROPN dpc-3390 19 14 , , PUNCT dpc-3390 19 15 wa wa PROPN dpc-3390 19 16 ) ) PUNCT dpc-3390 19 17 and and CCONJ dpc-3390 19 18 sas sas PROPN dpc-3390 19 19 ( ( PUNCT dpc-3390 19 20 sas sas PROPN dpc-3390 19 21 studio studio NOUN dpc-3390 19 22 release release NOUN dpc-3390 19 23     SPACE dpc-3390 19 24 3.8 3.8 NUM dpc-3390 19 25 , , PUNCT dpc-3390 19 26 cary cary PROPN dpc-3390 19 27 , , PUNCT dpc-3390 19 28 north north PROPN dpc-3390 19 29 carolina carolina PROPN dpc-3390 19 30 ) ) PUNCT dpc-3390 19 31 . . PUNCT dpc-3390 20 1 linear linear ADJ dpc-3390 20 2 regression regression NOUN dpc-3390 20 3 models model NOUN dpc-3390 20 4 assessed assess VERB dpc-3390 20 5 correlations correlation NOUN dpc-3390 20 6 between between ADP dpc-3390 20 7 annual annual ADJ dpc-3390 20 8 publications publication NOUN dpc-3390 20 9 and and CCONJ dpc-3390 20 10 respondent respondent NOUN dpc-3390 20 11 demographics demographic NOUN dpc-3390 20 12 , , PUNCT dpc-3390 20 13 employment employment NOUN dpc-3390 20 14 , , PUNCT dpc-3390 20 15 and and CCONJ dpc-3390 20 16 training training NOUN dpc-3390 20 17 , , PUNCT dpc-3390 20 18 with with ADP dpc-3390 20 19 p<0.05 p<0.05 NOUN dpc-3390 20 20 . . PUNCT dpc-3390 21 1 of of ADP dpc-3390 21 2 158 158 NUM dpc-3390 21 3 respondents respondent NOUN dpc-3390 21 4 , , PUNCT dpc-3390 21 5 75 75 NUM dpc-3390 21 6 % % NOUN dpc-3390 21 7 were be AUX dpc-3390 21 8 female female ADJ dpc-3390 21 9 , , PUNCT dpc-3390 21 10 with with ADP dpc-3390 21 11 mean mean ADJ dpc-3390 21 12 age age NOUN dpc-3390 21 13 49 49 NUM dpc-3390 21 14 years year NOUN dpc-3390 21 15 , , PUNCT dpc-3390 21 16 average average ADJ dpc-3390 21 17 residency residency NOUN dpc-3390 21 18 graduation graduation NOUN dpc-3390 21 19 in in ADP dpc-3390 21 20 2005 2005 NUM dpc-3390 21 21 ( ( PUNCT dpc-3390 21 22 range range NOUN dpc-3390 21 23 : : PUNCT dpc-3390 21 24 1979 1979 NUM dpc-3390 21 25 - - SYM dpc-3390 21 26 2021 2021 NUM dpc-3390 21 27 ) ) PUNCT dpc-3390 21 28 , , PUNCT dpc-3390 21 29 and and CCONJ dpc-3390 21 30 73 73 NUM dpc-3390 21 31 % % NOUN dpc-3390 21 32 practiced practice VERB dpc-3390 21 33 in in ADP dpc-3390 21 34 academia academia NOUN dpc-3390 21 35 ( ( PUNCT dpc-3390 21 36 table table NOUN dpc-3390 21 37 1 1 NUM dpc-3390 21 38 ) ) PUNCT dpc-3390 21 39 . . PUNCT dpc-3390 22 1 on on ADP dpc-3390 22 2 average average ADJ dpc-3390 22 3 , , PUNCT dpc-3390 22 4 participants participant NOUN dpc-3390 22 5 saw see VERB dpc-3390 22 6 81 81 NUM dpc-3390 22 7 patients patient NOUN dpc-3390 22 8 / / SYM dpc-3390 22 9 week week NOUN dpc-3390 22 10 during during ADP dpc-3390 22 11 3.2 3.2 NUM dpc-3390 22 12     SPACE dpc-3390 22 13 days day NOUN dpc-3390 22 14 / / SYM dpc-3390 22 15 week week NOUN dpc-3390 22 16 of of ADP dpc-3390 22 17 direct direct ADJ dpc-3390 22 18 patient patient NOUN dpc-3390 22 19 care care NOUN dpc-3390 22 20 . . PUNCT dpc-3390 23 1 academic academic ADJ dpc-3390 23 2 vs. vs. X dpc-3390 23 3 private private ADJ dpc-3390 23 4 practice practice NOUN dpc-3390 23 5 dermatologists dermatologist NOUN dpc-3390 23 6 had have VERB dpc-3390 23 7 higher high ADJ dpc-3390 23 8 annual annual ADJ dpc-3390 23 9 publications publication NOUN dpc-3390 23 10 ( ( PUNCT dpc-3390 23 11 2.64 2.64 NUM dpc-3390 23 12 vs vs ADP dpc-3390 23 13 0.78 0.78 NUM dpc-3390 23 14 publications publication NOUN dpc-3390 23 15 / / SYM dpc-3390 23 16 year year NOUN dpc-3390 23 17 , , PUNCT dpc-3390 23 18 p=0.0004 p=0.0004 PROPN dpc-3390 23 19 ) ) PUNCT dpc-3390 23 20 , , PUNCT dpc-3390 23 21 saw see VERB dpc-3390 23 22 fewer few ADJ dpc-3390 23 23 patients patient NOUN dpc-3390 23 24 / / SYM dpc-3390 23 25 week week NOUN dpc-3390 23 26 ( ( PUNCT dpc-3390 23 27 73 73 NUM dpc-3390 23 28 vs. vs. ADP dpc-3390 23 29 112 112 NUM dpc-3390 23 30 patients patient NOUN dpc-3390 23 31 , , PUNCT dpc-3390 23 32 p=0.002 p=0.002 NOUN dpc-3390 23 33 ) ) PUNCT dpc-3390 23 34 , , PUNCT dpc-3390 23 35 and and CCONJ dpc-3390 23 36 practiced practice VERB dpc-3390 23 37 fewer few ADJ dpc-3390 23 38 clinical clinical ADJ dpc-3390 23 39 days day NOUN dpc-3390 23 40 / / SYM dpc-3390 23 41 week week NOUN dpc-3390 23 42 ( ( PUNCT dpc-3390 23 43 3.0 3.0 NUM dpc-3390 23 44 vs vs ADP dpc-3390 23 45 3.8 3.8 NUM dpc-3390 23 46 days day NOUN dpc-3390 23 47 , , PUNCT dpc-3390 23 48 p=0.003 p=0.003 NOUN dpc-3390 23 49 ) ) PUNCT dpc-3390 23 50 . . PUNCT dpc-3390 24 1 the the DET dpc-3390 24 2 top top ADJ dpc-3390 24 3 5 5 NUM dpc-3390 24 4 % % NOUN dpc-3390 24 5 of of ADP dpc-3390 24 6 publishers publisher NOUN dpc-3390 24 7 saw see VERB dpc-3390 24 8 70 70 NUM dpc-3390 24 9 patients patient NOUN dpc-3390 24 10 / / SYM dpc-3390 24 11 week week NOUN dpc-3390 24 12 , , PUNCT dpc-3390 24 13 practiced practice VERB dpc-3390 24 14 clinical clinical ADJ dpc-3390 24 15 care care NOUN dpc-3390 24 16 2.8 2.8 NUM dpc-3390 24 17 days day NOUN dpc-3390 24 18 / / SYM dpc-3390 24 19 week week NOUN dpc-3390 24 20 , , PUNCT dpc-3390 24 21 and and CCONJ dpc-3390 24 22 published publish VERB dpc-3390 24 23 14.5 14.5 NUM dpc-3390 24 24     SPACE dpc-3390 24 25 articles/ articles/ NUM dpc-3390 24 26 year year NOUN dpc-3390 24 27 . . PUNCT dpc-3390 25 1 annual annual ADJ dpc-3390 25 2 publications publication NOUN dpc-3390 25 3 increased increase VERB dpc-3390 25 4 by by ADP dpc-3390 25 5 0.52 0.52 NUM dpc-3390 25 6     SPACE dpc-3390 25 7 articles article NOUN dpc-3390 25 8 / / SYM dpc-3390 25 9 year year NOUN dpc-3390 25 10 per per ADP dpc-3390 25 11 each each DET dpc-3390 25 12 additional additional ADJ dpc-3390 25 13 hour hour NOUN dpc-3390 25 14 of of ADP dpc-3390 25 15 non non ADJ dpc-3390 25 16 - - ADJ dpc-3390 25 17 clinical clinical ADJ dpc-3390 25 18 time time NOUN dpc-3390 25 19 ( ( PUNCT dpc-3390 25 20 p=.01 p=.01 NOUN dpc-3390 25 21 ) ) PUNCT dpc-3390 25 22 , , PUNCT dpc-3390 25 23 increased increase VERB dpc-3390 25 24 by by ADP dpc-3390 25 25 0.74 0.74 NUM dpc-3390 25 26 articles article NOUN dpc-3390 25 27 / / SYM dpc-3390 25 28 year year NOUN dpc-3390 25 29 per per ADP dpc-3390 25 30 each each DET dpc-3390 25 31 additional additional ADJ dpc-3390 25 32 day/ day/ NOUN dpc-3390 25 33 week week NOUN dpc-3390 25 34 dedicated dedicate VERB dpc-3390 25 35 to to ADP dpc-3390 25 36 research research NOUN dpc-3390 25 37 ( ( PUNCT dpc-3390 25 38 p=0.005 p=0.005 NOUN dpc-3390 25 39 ) ) PUNCT dpc-3390 25 40 , , PUNCT dpc-3390 25 41 and and CCONJ dpc-3390 25 42 decreased decrease VERB dpc-3390 25 43 by by ADP dpc-3390 25 44 0.42 0.42 NUM dpc-3390 25 45 articles article NOUN dpc-3390 25 46 / / SYM dpc-3390 25 47 year year NOUN dpc-3390 25 48 for for ADP dpc-3390 25 49 each each DET dpc-3390 25 50 additional additional ADJ dpc-3390 25 51 day day NOUN dpc-3390 25 52 / / SYM dpc-3390 25 53 week week NOUN dpc-3390 25 54 seeing see VERB dpc-3390 25 55 2 2 NUM dpc-3390 25 56 research research NOUN dpc-3390 25 57 letter letter NOUN dpc-3390 25 58 | | ADV dpc-3390 25 59 dermatol dermatol ADJ dpc-3390 25 60 pract pract NOUN dpc-3390 25 61 concept concept NOUN dpc-3390 25 62 . . PUNCT dpc-3390 26 1 2024;14(4):e2024216 2024;14(4):e2024216 NUM dpc-3390 26 2 table table NOUN dpc-3390 26 3 1 1 NUM dpc-3390 26 4 . . PUNCT dpc-3390 27 1 demographics demographic NOUN dpc-3390 27 2 and and CCONJ dpc-3390 27 3 factors factor NOUN dpc-3390 27 4 related relate VERB dpc-3390 27 5 to to ADP dpc-3390 27 6 publications publication NOUN dpc-3390 27 7 . . PUNCT dpc-3390 28 1 demographics demographic NOUN dpc-3390 28 2 and and CCONJ dpc-3390 28 3 characteristics characteristic NOUN dpc-3390 28 4 of of ADP dpc-3390 28 5 respondents respondent NOUN dpc-3390 28 6 annual annual ADJ dpc-3390 28 7 publicationa publicationa NOUN dpc-3390 28 8 ( ( PUNCT dpc-3390 28 9 mean mean VERB dpc-3390 28 10 or or CCONJ dpc-3390 28 11 change change VERB dpc-3390 28 12 from from ADP dpc-3390 28 13 mean mean ADJ dpc-3390 28 14 ) ) PUNCT dpc-3390 28 15 p p X dpc-3390 28 16 - - PUNCT dpc-3390 28 17 value value NOUN dpc-3390 28 18 overall overall ADJ dpc-3390 28 19 2.14 2.14 NUM dpc-3390 28 20 residency residency NOUN dpc-3390 28 21 +0.11 +0.11 ADP dpc-3390 28 22 0.0146 0.0146 NUM dpc-3390 28 23 medical medical ADJ dpc-3390 28 24 school school NOUN dpc-3390 28 25 +0.06 +0.06 PROPN dpc-3390 28 26 < < X dpc-3390 28 27 .0001 .0001 X dpc-3390 28 28 satisfaction satisfaction NOUN dpc-3390 28 29 satisfied satisfy VERB dpc-3390 28 30 2.1 2.1 NUM dpc-3390 28 31 0.1975 0.1975 NUM dpc-3390 28 32 neutral neutral ADJ dpc-3390 28 33 3.2 3.2 NUM dpc-3390 28 34 dissatisfied dissatisfied ADJ dpc-3390 28 35 0.9 0.9 NUM dpc-3390 28 36 current current ADJ dpc-3390 28 37 research research NOUN dpc-3390 28 38 mentor mentor NOUN dpc-3390 28 39 2.82 2.82 NUM dpc-3390 28 40 0.0589 0.0589 NUM dpc-3390 28 41 number number NOUN dpc-3390 28 42 of of ADP dpc-3390 28 43 faculty faculty NOUN dpc-3390 28 44 mentors mentor NOUN dpc-3390 28 45 +0.05 +0.05 VERB dpc-3390 28 46 0.846 0.846 NUM dpc-3390 28 47 sex sex NOUN dpc-3390 28 48 male male NOUN dpc-3390 28 49 3.34 3.34 NUM dpc-3390 28 50 0.0103 0.0103 NUM dpc-3390 28 51 female female ADJ dpc-3390 28 52 1.74 1.74 NUM dpc-3390 28 53 fellowship fellowship NOUN dpc-3390 28 54 dermatopathology dermatopathology NOUN dpc-3390 28 55 2.6 2.6 NUM dpc-3390 28 56 0.04 0.04 NUM dpc-3390 28 57 mohs mohs NOUN dpc-3390 28 58 1.3 1.3 NUM dpc-3390 28 59 pediatric pediatric ADJ dpc-3390 28 60 dermatology dermatology NOUN dpc-3390 29 1 2.4 2.4 NUM dpc-3390 29 2 none none NOUN dpc-3390 29 3 1.8 1.8 NUM dpc-3390 29 4 academic academic ADJ dpc-3390 29 5 affiliation affiliation NOUN dpc-3390 29 6 yes yes INTJ dpc-3390 29 7 2.64 2.64 NUM dpc-3390 29 8 0.0004 0.0004 NUM dpc-3390 29 9 no no DET dpc-3390 29 10 0.78 0.78 NUM dpc-3390 29 11 academic academic ADJ dpc-3390 29 12 job job NOUN dpc-3390 29 13 title title NOUN dpc-3390 29 14 professor professor NOUN dpc-3390 29 15 14.5 14.5 NUM dpc-3390 29 16 0.0155 0.0155 NUM dpc-3390 29 17 job job NOUN dpc-3390 29 18 responsibilities responsibility NOUN dpc-3390 29 19 dedicated dedicate VERB dpc-3390 29 20 research research NOUN dpc-3390 29 21 hours hour NOUN dpc-3390 29 22 +0.11 +0.11 X dpc-3390 29 23 0.0004 0.0004 NUM dpc-3390 29 24 non non ADJ dpc-3390 29 25 - - ADJ dpc-3390 29 26 clinical clinical ADJ dpc-3390 29 27 protected protect VERB dpc-3390 29 28 time time NOUN dpc-3390 29 29 +0.52 +0.52 PROPN dpc-3390 29 30 0.0005 0.0005 NUM dpc-3390 29 31 dedicated dedicated ADJ dpc-3390 29 32 days day NOUN dpc-3390 29 33 per per ADP dpc-3390 29 34 week week NOUN dpc-3390 29 35 research research NOUN dpc-3390 29 36 +0.73 +0.73 PROPN dpc-3390 29 37 0.0155 0.0155 NUM dpc-3390 29 38 days day NOUN dpc-3390 29 39 per per ADP dpc-3390 29 40 week week NOUN dpc-3390 29 41 seeing see VERB dpc-3390 29 42 patients patient NOUN dpc-3390 29 43 -0.42 -0.42 NUM dpc-3390 29 44 0.0155 0.0155 NUM dpc-3390 29 45 administrative administrative ADJ dpc-3390 29 46 hours hour NOUN dpc-3390 29 47 +0.04 +0.04 PROPN dpc-3390 29 48 0.2303 0.2303 NUM dpc-3390 29 49 dermatopathology dermatopathology NOUN dpc-3390 29 50 +0.01 +0.01 NOUN dpc-3390 29 51 0.53 0.53 NUM dpc-3390 29 52 consults consult NOUN dpc-3390 29 53 +0.09 +0.09 X dpc-3390 29 54 0.32 0.32 NUM dpc-3390 29 55 lecturing lecture VERB dpc-3390 29 56 0.00 0.00 NUM dpc-3390 29 57 0.946 0.946 NUM dpc-3390 29 58 grand grand ADJ dpc-3390 29 59 rounds round NOUN dpc-3390 29 60 +0.25 +0.25 PROPN dpc-3390 29 61 0.367 0.367 NUM dpc-3390 29 62 factors factor NOUN dpc-3390 29 63 related relate VERB dpc-3390 29 64 to to ADP dpc-3390 29 65 publication publication NOUN dpc-3390 29 66 rates rate NOUN dpc-3390 29 67 of of ADP dpc-3390 29 68 respondents respondent NOUN dpc-3390 29 69 since since SCONJ dpc-3390 29 70 graduating graduate VERB dpc-3390 29 71 residency residency NOUN dpc-3390 29 72 . . PUNCT dpc-3390 30 1 annual annual ADJ dpc-3390 30 2 publicationa publicationa NOUN dpc-3390 30 3 ( ( PUNCT dpc-3390 30 4 mean mean VERB dpc-3390 30 5 or or CCONJ dpc-3390 30 6 change change VERB dpc-3390 30 7 from from ADP dpc-3390 30 8 mean mean ADJ dpc-3390 30 9 ) ) PUNCT dpc-3390 30 10 p p X dpc-3390 30 11 - - PUNCT dpc-3390 30 12 value value NOUN dpc-3390 30 13 overall overall ADJ dpc-3390 30 14 2.14 2.14 NUM dpc-3390 30 15 residency residency NOUN dpc-3390 30 16 +0.11 +0.11 ADP dpc-3390 30 17 0.0146 0.0146 NUM dpc-3390 30 18 medical medical ADJ dpc-3390 30 19 school school NOUN dpc-3390 30 20 +0.06 +0.06 PROPN dpc-3390 30 21 < < X dpc-3390 30 22 .0001 .0001 X dpc-3390 30 23 satisfaction satisfaction NOUN dpc-3390 30 24 satisfied satisfy VERB dpc-3390 30 25 2.1 2.1 NUM dpc-3390 30 26 0.1975 0.1975 NUM dpc-3390 30 27 neutral neutral ADJ dpc-3390 30 28 3.2 3.2 NUM dpc-3390 30 29 dissatisfied dissatisfied ADJ dpc-3390 30 30 0.9 0.9 NUM dpc-3390 30 31 current current ADJ dpc-3390 30 32 research research NOUN dpc-3390 30 33 mentor mentor NOUN dpc-3390 30 34 2.82 2.82 NUM dpc-3390 30 35 0.0589 0.0589 NUM dpc-3390 30 36 number number NOUN dpc-3390 30 37 of of ADP dpc-3390 30 38 faculty faculty NOUN dpc-3390 30 39 mentors mentor NOUN dpc-3390 30 40 +0.05 +0.05 VERB dpc-3390 30 41 0.846 0.846 NUM dpc-3390 30 42 sex sex NOUN dpc-3390 30 43 male male NOUN dpc-3390 30 44 3.34 3.34 NUM dpc-3390 30 45 0.0103 0.0103 NUM dpc-3390 30 46 female female ADJ dpc-3390 30 47 1.74 1.74 NUM dpc-3390 30 48 fellowship fellowship NOUN dpc-3390 30 49 dermatopathology dermatopathology NOUN dpc-3390 30 50 2.6 2.6 NUM dpc-3390 30 51 0.04 0.04 NUM dpc-3390 30 52 mohs mohs NOUN dpc-3390 30 53 1.3 1.3 NUM dpc-3390 30 54 pediatric pediatric ADJ dpc-3390 30 55 dermatology dermatology NOUN dpc-3390 31 1 2.4 2.4 NUM dpc-3390 31 2 none none NOUN dpc-3390 31 3 1.8 1.8 NUM dpc-3390 31 4 academic academic ADJ dpc-3390 31 5 affiliation affiliation NOUN dpc-3390 31 6 yes yes INTJ dpc-3390 31 7 2.64 2.64 NUM dpc-3390 31 8 0.0004 0.0004 NUM dpc-3390 31 9 no no PRON dpc-3390 31 10 0.78 0.78 NUM dpc-3390 31 11 research research NOUN dpc-3390 31 12 letter letter NOUN dpc-3390 31 13 | | ADV dpc-3390 31 14 dermatol dermatol ADJ dpc-3390 31 15 pract pract NOUN dpc-3390 31 16 concept concept NOUN dpc-3390 31 17 . . PUNCT dpc-3390 32 1 2024;14(4):e2024216 2024;14(4):e2024216 NUM dpc-3390 32 2 3 3 NUM dpc-3390 32 3 patients patient NOUN dpc-3390 32 4 ( ( PUNCT dpc-3390 32 5 p=0.0155 p=0.0155 PROPN dpc-3390 32 6 ) ) PUNCT dpc-3390 32 7 . . PUNCT dpc-3390 33 1 number number NOUN dpc-3390 33 2 of of ADP dpc-3390 33 3 residency residency NOUN dpc-3390 33 4 publications publication NOUN dpc-3390 33 5 was be AUX dpc-3390 33 6 associated associate VERB dpc-3390 33 7 with with ADP dpc-3390 33 8 attending attend VERB dpc-3390 33 9 publication publication NOUN dpc-3390 33 10 rate rate NOUN dpc-3390 33 11 ( ( PUNCT dpc-3390 33 12 r2=0.038 r2=0.038 PROPN dpc-3390 33 13 , , PUNCT dpc-3390 33 14 p=0.015 p=0.015 NOUN dpc-3390 33 15 ) ) PUNCT dpc-3390 33 16 . . PUNCT dpc-3390 34 1 discussion discussion NOUN dpc-3390 34 2 we we PRON dpc-3390 34 3 found find VERB dpc-3390 34 4 that that SCONJ dpc-3390 34 5 protected protect VERB dpc-3390 34 6 research research NOUN dpc-3390 34 7 time time NOUN dpc-3390 34 8 was be AUX dpc-3390 34 9 associated associate VERB dpc-3390 34 10 with with ADP dpc-3390 34 11 higher high ADJ dpc-3390 34 12 annual annual ADJ dpc-3390 34 13 publication publication NOUN dpc-3390 34 14 numbers number NOUN dpc-3390 34 15 , , PUNCT dpc-3390 34 16 which which PRON dpc-3390 34 17 should should AUX dpc-3390 34 18 not not PART dpc-3390 34 19 be be AUX dpc-3390 34 20 surprising surprising ADJ dpc-3390 34 21 , , PUNCT dpc-3390 34 22 but but CCONJ dpc-3390 34 23 has have AUX dpc-3390 34 24 not not PART dpc-3390 34 25 been be AUX dpc-3390 34 26 previously previously ADV dpc-3390 34 27 quantitated quantitate VERB dpc-3390 34 28 . . PUNCT dpc-3390 35 1 our our PRON dpc-3390 35 2 findings finding NOUN dpc-3390 35 3 complement complement VERB dpc-3390 35 4 results result NOUN dpc-3390 35 5 of of ADP dpc-3390 35 6 a a DET dpc-3390 35 7 survey survey NOUN dpc-3390 35 8 - - PUNCT dpc-3390 35 9 based base VERB dpc-3390 35 10 study study NOUN dpc-3390 35 11 of of ADP dpc-3390 35 12 197 197 NUM dpc-3390 35 13 dermatology dermatology NOUN dpc-3390 35 14 attendings attending NOUN dpc-3390 35 15 reporting report VERB dpc-3390 35 16 improved improved ADJ dpc-3390 35 17 work work NOUN dpc-3390 35 18 - - PUNCT dpc-3390 35 19 life life NOUN dpc-3390 35 20 balance balance NOUN dpc-3390 35 21 with with ADP dpc-3390 35 22 less less ADV dpc-3390 35 23 patient patient ADJ dpc-3390 35 24 care care NOUN dpc-3390 35 25 time time NOUN dpc-3390 35 26 and and CCONJ dpc-3390 35 27 more more ADV dpc-3390 35 28 dedicated dedicated ADJ dpc-3390 35 29 research research NOUN dpc-3390 35 30 time time NOUN dpc-3390 35 31 [ [ X dpc-3390 35 32 3 3 NUM dpc-3390 35 33 ] ] PUNCT dpc-3390 35 34 . . PUNCT dpc-3390 36 1 therefore therefore ADV dpc-3390 36 2 , , PUNCT dpc-3390 36 3 our our PRON dpc-3390 36 4 findings finding NOUN dpc-3390 36 5 , , PUNCT dpc-3390 36 6 taken take VERB dpc-3390 36 7 together together ADV dpc-3390 36 8 with with ADP dpc-3390 36 9 studies study NOUN dpc-3390 36 10 showing show VERB dpc-3390 36 11 increased increase VERB dpc-3390 36 12 burnout burnout NOUN dpc-3390 36 13 rates rate NOUN dpc-3390 36 14 with with ADP dpc-3390 36 15 lack lack NOUN dpc-3390 36 16 of of ADP dpc-3390 36 17 protected protect VERB dpc-3390 36 18 research research NOUN dpc-3390 36 19 time time NOUN dpc-3390 36 20 and and CCONJ dpc-3390 36 21 improved improved ADJ dpc-3390 36 22 satisfaction satisfaction NOUN dpc-3390 36 23 with with ADP dpc-3390 36 24 dedicated dedicated ADJ dpc-3390 36 25 research research NOUN dpc-3390 36 26 time time NOUN dpc-3390 36 27 , , PUNCT dpc-3390 36 28 might might AUX dpc-3390 36 29 encourage encourage VERB dpc-3390 36 30 rethinking rethinking NOUN dpc-3390 36 31 of of ADP dpc-3390 36 32 the the DET dpc-3390 36 33 current current ADJ dpc-3390 36 34 academic academic ADJ dpc-3390 36 35 model model NOUN dpc-3390 36 36 . . PUNCT dpc-3390 37 1 other other ADJ dpc-3390 37 2 medical medical ADJ dpc-3390 37 3 specialties specialty NOUN dpc-3390 37 4 are be AUX dpc-3390 37 5 confronted confront VERB dpc-3390 37 6 with with ADP dpc-3390 37 7 similar similar ADJ dpc-3390 37 8 problems problem NOUN dpc-3390 37 9 . . PUNCT dpc-3390 38 1 in in ADP dpc-3390 38 2 a a DET dpc-3390 38 3 survey survey NOUN dpc-3390 38 4 - - PUNCT dpc-3390 38 5 based base VERB dpc-3390 38 6 study study NOUN dpc-3390 38 7 of of ADP dpc-3390 38 8 academic academic ADJ dpc-3390 38 9 physicians physician NOUN dpc-3390 38 10 , , PUNCT dpc-3390 38 11 dedicated dedicated ADJ dpc-3390 38 12 time time NOUN dpc-3390 38 13 for for ADP dpc-3390 38 14 research research NOUN dpc-3390 38 15 / / SYM dpc-3390 38 16 teaching teaching NOUN dpc-3390 38 17 decreased decrease VERB dpc-3390 38 18 from from ADP dpc-3390 38 19 58 58 NUM dpc-3390 38 20 % % NOUN dpc-3390 38 21 to to PART dpc-3390 38 22 28 28 NUM dpc-3390 38 23 % % NOUN dpc-3390 38 24 , , PUNCT dpc-3390 38 25 while while SCONJ dpc-3390 38 26 clinical clinical ADJ dpc-3390 38 27 service service NOUN dpc-3390 38 28 time time NOUN dpc-3390 38 29 increased increase VERB dpc-3390 38 30 from from ADP dpc-3390 38 31 23 23 NUM dpc-3390 38 32 % % NOUN dpc-3390 38 33 to to ADP dpc-3390 38 34 59 59 NUM dpc-3390 38 35 % % NOUN dpc-3390 38 36 , , PUNCT dpc-3390 38 37 2001 2001 NUM dpc-3390 38 38 - - SYM dpc-3390 38 39 2016 2016 NUM dpc-3390 39 1 [ [ X dpc-3390 39 2 4 4 NUM dpc-3390 39 3 ] ] PUNCT dpc-3390 39 4 . . PUNCT dpc-3390 40 1 in in ADP dpc-3390 40 2 a a DET dpc-3390 40 3 2016 2016 NUM dpc-3390 40 4 survey survey NOUN dpc-3390 40 5 of of ADP dpc-3390 40 6 1,671 1,671 NUM dpc-3390 40 7 physicians physician NOUN dpc-3390 40 8 , , PUNCT dpc-3390 40 9 burnout burnout PROPN dpc-3390 40 10 was be AUX dpc-3390 40 11 associated associate VERB dpc-3390 40 12 with with ADP dpc-3390 40 13 more more ADV dpc-3390 40 14 clinical clinical ADJ dpc-3390 40 15 time time NOUN dpc-3390 40 16 ( ( PUNCT dpc-3390 40 17 p=0.043 p=0.043 NOUN dpc-3390 40 18 ) ) PUNCT dpc-3390 40 19 , , PUNCT dpc-3390 40 20 and and CCONJ dpc-3390 40 21 greater great ADJ dpc-3390 40 22 job job NOUN dpc-3390 40 23 autonomy autonomy NOUN dpc-3390 40 24 associated associate VERB dpc-3390 40 25 with with ADP dpc-3390 40 26 lower low ADJ dpc-3390 40 27 burnout burnout NOUN dpc-3390 40 28 risk risk NOUN dpc-3390 40 29 ( ( PUNCT dpc-3390 40 30 p<0.001 p<0.001 X dpc-3390 40 31 ) ) PUNCT dpc-3390 41 1 [ [ X dpc-3390 41 2 5 5 NUM dpc-3390 41 3 ] ] PUNCT dpc-3390 41 4 . . PUNCT dpc-3390 42 1 increased increase VERB dpc-3390 42 2 salary salary NOUN dpc-3390 42 3 support support NOUN dpc-3390 42 4 , , PUNCT dpc-3390 42 5 research research NOUN dpc-3390 42 6 funding funding NOUN dpc-3390 42 7 , , PUNCT dpc-3390 42 8 and and CCONJ dpc-3390 42 9 financially financially ADV dpc-3390 42 10 crediting credit VERB dpc-3390 42 11 education education NOUN dpc-3390 42 12 / / SYM dpc-3390 42 13 research research NOUN dpc-3390 42 14 efforts effort NOUN dpc-3390 42 15 might might AUX dpc-3390 42 16 reduce reduce VERB dpc-3390 42 17 burnout burnout NOUN dpc-3390 42 18 rates rate NOUN dpc-3390 42 19 . . PUNCT dpc-3390 43 1 basing base VERB dpc-3390 43 2 salaries salary NOUN dpc-3390 43 3 of of ADP dpc-3390 43 4 academic academic ADJ dpc-3390 43 5 physicians physician NOUN dpc-3390 43 6 solely solely ADV dpc-3390 43 7 on on ADP dpc-3390 43 8 clinical clinical ADJ dpc-3390 43 9 revenue revenue NOUN dpc-3390 43 10 discourages discourage VERB dpc-3390 43 11 research research NOUN dpc-3390 43 12 pursuits pursuit NOUN dpc-3390 43 13 [ [ X dpc-3390 43 14 4 4 NUM dpc-3390 43 15 ] ] PUNCT dpc-3390 43 16 . . PUNCT dpc-3390 44 1 limitations limitation NOUN dpc-3390 44 2 include include VERB dpc-3390 44 3 small small ADJ dpc-3390 44 4 sample sample NOUN dpc-3390 44 5 size size NOUN dpc-3390 44 6 , , PUNCT dpc-3390 44 7 and and CCONJ dpc-3390 44 8 most most ADJ dpc-3390 44 9 participants participant NOUN dpc-3390 44 10 were be AUX dpc-3390 44 11 white white ADJ dpc-3390 44 12 and and CCONJ dpc-3390 44 13 non non ADJ dpc-3390 44 14 - - ADJ dpc-3390 44 15 hispanic hispanic ADJ dpc-3390 44 16 . . PUNCT dpc-3390 45 1 conclusion conclusion NOUN dpc-3390 45 2 we we PRON dpc-3390 45 3 found find VERB dpc-3390 45 4 that that SCONJ dpc-3390 45 5 amongst amongst ADP dpc-3390 45 6 respondents respondent NOUN dpc-3390 45 7 , , PUNCT dpc-3390 45 8 the the DET dpc-3390 45 9 current current ADJ dpc-3390 45 10 academic academic ADJ dpc-3390 45 11 dermatology dermatology NOUN dpc-3390 45 12 model model NOUN dpc-3390 45 13 promotes promote VERB dpc-3390 45 14 high high ADJ dpc-3390 45 15 patient patient ADJ dpc-3390 45 16 volume volume NOUN dpc-3390 45 17 and and CCONJ dpc-3390 45 18 limited limited ADJ dpc-3390 45 19 protected protect VERB dpc-3390 45 20 time time NOUN dpc-3390 45 21 for for ADP dpc-3390 45 22 research research NOUN dpc-3390 45 23 . . PUNCT dpc-3390 46 1 research research NOUN dpc-3390 46 2 productivity productivity NOUN dpc-3390 46 3 was be AUX dpc-3390 46 4 associated associate VERB dpc-3390 46 5 with with ADP dpc-3390 46 6 more more ADV dpc-3390 46 7 dedicated dedicated ADJ dpc-3390 46 8 research research NOUN dpc-3390 46 9 time time NOUN dpc-3390 46 10 and and CCONJ dpc-3390 46 11 less less ADV dpc-3390 46 12 clinical clinical ADJ dpc-3390 46 13 time time NOUN dpc-3390 46 14 . . PUNCT dpc-3390 47 1 therefore therefore ADV dpc-3390 47 2 , , PUNCT dpc-3390 47 3 we we PRON dpc-3390 47 4 suggest suggest VERB dpc-3390 47 5 restructuring restructure VERB dpc-3390 47 6 the the DET dpc-3390 47 7 academic academic ADJ dpc-3390 47 8 model model NOUN dpc-3390 47 9 to to PART dpc-3390 47 10 encourage encourage VERB dpc-3390 47 11 diagnostic diagnostic ADJ dpc-3390 47 12 and and CCONJ dpc-3390 47 13 therapeutic therapeutic ADJ dpc-3390 47 14 innovations innovation NOUN dpc-3390 47 15 and and CCONJ dpc-3390 47 16 improved improve VERB dpc-3390 47 17 career career NOUN dpc-3390 47 18 satisfaction satisfaction NOUN dpc-3390 47 19 . . PUNCT dpc-3390 48 1 references reference NOUN dpc-3390 48 2 1 1 NUM dpc-3390 48 3 . . PUNCT dpc-3390 48 4 dorrell dorrell PROPN dpc-3390 48 5 dn dn PROPN dpc-3390 48 6 , , PUNCT dpc-3390 48 7 feldman feldman PROPN dpc-3390 48 8 sr sr PROPN dpc-3390 48 9 , , PUNCT dpc-3390 48 10 huang huang PROPN dpc-3390 48 11 ww ww PROPN dpc-3390 48 12 . . PROPN dpc-3390 49 1 the the DET dpc-3390 49 2 most most ADV dpc-3390 49 3 common common ADJ dpc-3390 49 4 causes cause NOUN dpc-3390 49 5 of of ADP dpc-3390 49 6 burnout burnout NOUN dpc-3390 49 7 among among ADP dpc-3390 49 8 us us PROPN dpc-3390 49 9 academic academic ADJ dpc-3390 49 10 dermatologists dermatologist NOUN dpc-3390 49 11 based base VERB dpc-3390 49 12 on on ADP dpc-3390 49 13 a a DET dpc-3390 49 14 survey survey NOUN dpc-3390 49 15 study study NOUN dpc-3390 49 16 . . PUNCT dpc-3390 49 17     SPACE dpc-3390 50 1 j j PROPN dpc-3390 50 2 am be AUX dpc-3390 50 3 acad acad ADJ dpc-3390 50 4 dermatol dermatol NOUN dpc-3390 50 5 . . PUNCT dpc-3390 51 1 2019;81(1):269 2019;81(1):269 PROPN dpc-3390 51 2 - - PUNCT dpc-3390 51 3 270 270 NUM dpc-3390 51 4 . . PUNCT dpc-3390 51 5 doi:10.1016 doi:10.1016 PROPN dpc-3390 51 6 / / SYM dpc-3390 51 7 j.jaad.2019.01.021 j.jaad.2019.01.021 PROPN dpc-3390 51 8 . . PROPN dpc-3390 52 1 2 2 NUM dpc-3390 52 2 . . X dpc-3390 52 3 resneck resneck PROPN dpc-3390 52 4 js js PROPN dpc-3390 52 5 , , PUNCT dpc-3390 52 6 tierney tierney PROPN dpc-3390 52 7 ep ep PROPN dpc-3390 52 8 , , PUNCT dpc-3390 52 9 kimball kimball PROPN dpc-3390 52 10 ab ab PROPN dpc-3390 52 11 . . PROPN dpc-3390 52 12 challenges challenge NOUN dpc-3390 52 13 facing face VERB dpc-3390 52 14 academic academic ADJ dpc-3390 52 15 dermatology dermatology NOUN dpc-3390 52 16 : : PUNCT dpc-3390 52 17 survey survey NOUN dpc-3390 52 18 data datum NOUN dpc-3390 52 19 on on ADP dpc-3390 52 20 the the DET dpc-3390 52 21 faculty faculty NOUN dpc-3390 52 22 workforce workforce NOUN dpc-3390 52 23 . . PUNCT dpc-3390 53 1 j j PROPN dpc-3390 53 2 am be AUX dpc-3390 53 3 acad acad ADJ dpc-3390 53 4 dermatol dermatol NOUN dpc-3390 53 5 . . PUNCT dpc-3390 54 1 2006;54(2):211 2006;54(2):211 NUM dpc-3390 54 2 - - SYM dpc-3390 54 3 216 216 NUM dpc-3390 54 4 . . PUNCT dpc-3390 54 5 doi:10.1016 doi:10.1016 PROPN dpc-3390 54 6 / / PUNCT dpc-3390 54 7 j.jaad j.jaad PROPN dpc-3390 54 8 .2005.10.013 .2005.10.013 PROPN dpc-3390 54 9 . . PUNCT dpc-3390 55 1 3 3 X dpc-3390 55 2 . . X dpc-3390 55 3 waqas waqas PROPN dpc-3390 55 4 b b PROPN dpc-3390 55 5 , , PUNCT dpc-3390 55 6 matushansky matushansky PROPN dpc-3390 55 7 jt jt PROPN dpc-3390 55 8 , , PUNCT dpc-3390 55 9 thomas thomas PROPN dpc-3390 55 10 c c PROPN dpc-3390 55 11 , , PUNCT dpc-3390 55 12 lipner lipner PROPN dpc-3390 55 13 sr sr PROPN dpc-3390 55 14 . . PUNCT dpc-3390 56 1 dermatologist dermatologist PROPN dpc-3390 56 2 work work NOUN dpc-3390 56 3 practices practice NOUN dpc-3390 56 4 and and CCONJ dpc-3390 56 5 work work NOUN dpc-3390 56 6 - - PUNCT dpc-3390 56 7 life life NOUN dpc-3390 56 8 balance balance NOUN dpc-3390 56 9 during during ADP dpc-3390 56 10 covid-19 covid-19 PROPN dpc-3390 56 11 : : PUNCT dpc-3390 56 12 a a DET dpc-3390 56 13 cross cross ADJ dpc-3390 56 14 - - ADJ dpc-3390 56 15 sectional sectional ADJ dpc-3390 56 16 survey survey NOUN dpc-3390 56 17 . . PUNCT dpc-3390 56 18     SPACE dpc-3390 57 1 int int PROPN dpc-3390 57 2 j j PROPN dpc-3390 57 3 dermatol dermatol NOUN dpc-3390 57 4 . . PUNCT dpc-3390 58 1 2022;61(5):e158 2022;61(5):e158 NOUN dpc-3390 58 2 - - PUNCT dpc-3390 58 3 e162 e162 PROPN dpc-3390 58 4 . . PUNCT dpc-3390 59 1 doi:10.1111 doi:10.1111 PROPN dpc-3390 59 2 / / SYM dpc-3390 59 3 ijd.15955 ijd.15955 NOUN dpc-3390 59 4 . . NOUN dpc-3390 60 1 4 4 NUM dpc-3390 60 2 . . X dpc-3390 61 1 meador meador PROPN dpc-3390 61 2 kj kj PROPN dpc-3390 61 3 . . PUNCT dpc-3390 62 1 the the DET dpc-3390 62 2 shrinking shrink VERB dpc-3390 62 3 roles role NOUN dpc-3390 62 4 of of ADP dpc-3390 62 5 clinical clinical ADJ dpc-3390 62 6 research research NOUN dpc-3390 62 7 and and CCONJ dpc-3390 62 8 education education NOUN dpc-3390 62 9 for for ADP dpc-3390 62 10 academic academic ADJ dpc-3390 62 11 neurologists neurologist NOUN dpc-3390 62 12 . . PUNCT dpc-3390 62 13     SPACE dpc-3390 63 1 jama jama PROPN dpc-3390 63 2 neurol neurol PROPN dpc-3390 63 3 . . PUNCT dpc-3390 63 4     SPACE dpc-3390 63 5 2022;79(9 2022;79(9 NOUN dpc-3390 63 6 ): ): PUNCT dpc-3390 63 7 837–838 837–838 NUM dpc-3390 63 8 . . PUNCT dpc-3390 63 9 doi:10.1001 doi:10.1001 PROPN dpc-3390 63 10 / / SYM dpc-3390 63 11 jamaneurol.2022.1892 jamaneurol.2022.1892 PROPN dpc-3390 63 12 . . PUNCT dpc-3390 64 1 5 5 X dpc-3390 64 2 . . X dpc-3390 64 3 busis busis NOUN dpc-3390 64 4 na na NOUN dpc-3390 64 5 , , PUNCT dpc-3390 64 6 shanafelt shanafelt ADJ dpc-3390 64 7 td td NOUN dpc-3390 64 8 , , PUNCT dpc-3390 64 9 keran keran VERB dpc-3390 64 10 cm cm PROPN dpc-3390 64 11 , , PUNCT dpc-3390 64 12 et et PROPN dpc-3390 64 13 al al PROPN dpc-3390 64 14 . . PROPN dpc-3390 64 15 burnout burnout PROPN dpc-3390 64 16 , , PUNCT dpc-3390 64 17 career career NOUN dpc-3390 64 18 satisfaction satisfaction NOUN dpc-3390 64 19 , , PUNCT dpc-3390 64 20 and and CCONJ dpc-3390 64 21 well well ADV dpc-3390 64 22 - - PUNCT dpc-3390 64 23 being be AUX dpc-3390 64 24 among among ADP dpc-3390 64 25 us we PRON dpc-3390 64 26 neurologists neurologist NOUN dpc-3390 64 27 in in ADP dpc-3390 64 28 2016 2016 NUM dpc-3390 64 29 . . PUNCT dpc-3390 65 1 neurology neurology NOUN dpc-3390 65 2 . . PUNCT dpc-3390 66 1 2017;88(8):797 2017;88(8):797 NUM dpc-3390 66 2 - - PUNCT dpc-3390 66 3 808 808 NUM dpc-3390 66 4 . . PUNCT dpc-3390 66 5 doi:10.1212 doi:10.1212 PROPN dpc-3390 66 6 / / SYM dpc-3390 66 7 wnl.0000000 wnl.0000000 PROPN dpc-3390 66 8 000003640 000003640 NUM dpc-3390 66 9 . . PUNCT dpc-3390 67 1 factors factor NOUN dpc-3390 67 2 related relate VERB dpc-3390 67 3 to to ADP dpc-3390 67 4 publication publication NOUN dpc-3390 67 5 rates rate NOUN dpc-3390 67 6 of of ADP dpc-3390 67 7 respondents respondent NOUN dpc-3390 67 8 since since SCONJ dpc-3390 67 9 graduating graduate VERB dpc-3390 67 10 residency residency NOUN dpc-3390 67 11 . . PUNCT dpc-3390 68 1 annual annual ADJ dpc-3390 68 2 publicationa publicationa NOUN dpc-3390 68 3 ( ( PUNCT dpc-3390 68 4 mean mean VERB dpc-3390 68 5 or or CCONJ dpc-3390 68 6 change change VERB dpc-3390 68 7 from from ADP dpc-3390 68 8 mean mean ADJ dpc-3390 68 9 ) ) PUNCT dpc-3390 68 10 p p ADJ dpc-3390 68 11 - - PUNCT dpc-3390 68 12 value value NOUN dpc-3390 68 13 academic academic ADJ dpc-3390 68 14 job job NOUN dpc-3390 68 15 title title NOUN dpc-3390 68 16 professor professor NOUN dpc-3390 68 17 14.5 14.5 NUM dpc-3390 68 18 0.0155 0.0155 NUM dpc-3390 68 19 job job NOUN dpc-3390 68 20 responsibilities responsibility NOUN dpc-3390 68 21 dedicated dedicate VERB dpc-3390 68 22 research research NOUN dpc-3390 68 23 hours hour NOUN dpc-3390 68 24 +0.11 +0.11 X dpc-3390 68 25 0.0004 0.0004 NUM dpc-3390 68 26 non non ADJ dpc-3390 68 27 - - ADJ dpc-3390 68 28 clinical clinical ADJ dpc-3390 68 29 protected protect VERB dpc-3390 68 30 time time NOUN dpc-3390 68 31 +0.52 +0.52 PROPN dpc-3390 68 32 0.0005 0.0005 NUM dpc-3390 68 33 dedicated dedicated ADJ dpc-3390 68 34 days day NOUN dpc-3390 68 35 per per ADP dpc-3390 68 36 week week NOUN dpc-3390 68 37 research research NOUN dpc-3390 68 38 +0.73 +0.73 PROPN dpc-3390 68 39 0.0155 0.0155 NUM dpc-3390 68 40 days day NOUN dpc-3390 68 41 per per ADP dpc-3390 68 42 week week NOUN dpc-3390 68 43 seeing see VERB dpc-3390 68 44 patients patient NOUN dpc-3390 68 45 -0.42 -0.42 NUM dpc-3390 68 46 0.0155 0.0155 NUM dpc-3390 68 47 administrative administrative ADJ dpc-3390 68 48 hours hour NOUN dpc-3390 68 49 +0.04 +0.04 PROPN dpc-3390 68 50 0.2303 0.2303 NUM dpc-3390 68 51 dermatopathology dermatopathology NOUN dpc-3390 68 52 +0.01 +0.01 NOUN dpc-3390 68 53 0.53 0.53 NUM dpc-3390 68 54 consults consult NOUN dpc-3390 68 55 +0.09 +0.09 X dpc-3390 68 56 0.32 0.32 NUM dpc-3390 68 57 lecturing lecture VERB dpc-3390 68 58 0.00 0.00 NUM dpc-3390 68 59 0.946 0.946 NUM dpc-3390 68 60 grand grand ADJ dpc-3390 68 61 rounds round NOUN dpc-3390 68 62 +0.25 +0.25 PROPN dpc-3390 68 63 0.367 0.367 NUM dpc-3390 68 64 aannual aannual ADJ dpc-3390 68 65 publication publication NOUN dpc-3390 68 66 was be AUX dpc-3390 68 67 calculated calculate VERB dpc-3390 68 68 by by ADP dpc-3390 68 69 dividing divide VERB dpc-3390 68 70 the the DET dpc-3390 68 71 number number NOUN dpc-3390 68 72 of of ADP dpc-3390 68 73 publications publication NOUN dpc-3390 68 74 by by ADP dpc-3390 68 75 years year NOUN dpc-3390 68 76 . . PUNCT dpc-3390 69 1 table table NOUN dpc-3390 69 2 1 1 NUM dpc-3390 69 3 . . PUNCT dpc-3390 70 1 demographics demographic NOUN dpc-3390 70 2 and and CCONJ dpc-3390 70 3 factors factor NOUN dpc-3390 70 4 related relate VERB dpc-3390 70 5 to to ADP dpc-3390 70 6 publications publication NOUN dpc-3390 70 7 . . PUNCT dpc-3390 71 1 ( ( PUNCT dpc-3390 71 2 continued continue VERB dpc-3390 71 3 ) ) PUNCT