id	sid	tid	token	lemma	pos
flr-348	1	1	mittelmeier	mittelmeier	PROPN
flr-348	1	2	et	et	PROPN
flr-348	1	3	al	al	PROPN
flr-348	1	4	publication	publication	NOUN
flr-348	1	5	frontline	frontline	NOUN
flr-348	1	6	learning	learn	VERB
flr-348	1	7	research	research	NOUN
flr-348	1	8	vol.6	vol.6	PROPN
flr-348	2	1	no	no	INTJ
flr-348	2	2	.	.	NOUN
flr-348	2	3	2	2	NUM
flr-348	2	4	(	(	PUNCT
flr-348	2	5	2017	2017	NUM
flr-348	2	6	)	)	PUNCT
flr-348	2	7	20	20	NUM
flr-348	2	8	38	38	NUM
flr-348	2	9	issn	issn	PROPN
flr-348	2	10	2295	2295	NUM
flr-348	2	11	-	-	SYM
flr-348	2	12	3159	3159	NUM
flr-348	2	13	‘	'	PUNCT
flr-348	2	14	a	a	DET
flr-348	2	15	double	double	ADJ
flr-348	2	16	-	-	PUNCT
flr-348	2	17	edged	edge	VERB
flr-348	2	18	sword	sword	NOUN
flr-348	2	19	.	.	PUNCT
flr-348	3	1	this	this	PRON
flr-348	3	2	is	be	AUX
flr-348	3	3	powerful	powerful	ADJ
flr-348	3	4	but	but	CCONJ
flr-348	3	5	it	it	PRON
flr-348	3	6	could	could	AUX
flr-348	3	7	be	be	AUX
flr-348	3	8	used	use	VERB
flr-348	3	9	destructively	destructively	ADV
flr-348	3	10	’	'	PUNCT
flr-348	3	11	:	:	PUNCT
flr-348	3	12	perspectives	perspective	NOUN
flr-348	3	13	of	of	ADP
flr-348	3	14	early	early	ADJ
flr-348	3	15	career	career	NOUN
flr-348	3	16	education	education	NOUN
flr-348	3	17	researchers	researcher	NOUN
flr-348	3	18	on	on	ADP
flr-348	3	19	learning	learn	VERB
flr-348	3	20	analytics	analytic	NOUN
flr-348	3	21	jenna	jenna	PROPN
flr-348	3	22	mittelmeiera	mittelmeiera	PROPN
flr-348	3	23	,	,	PUNCT
flr-348	3	24	rebecca	rebecca	PROPN
flr-348	3	25	l.	l.	PROPN
flr-348	3	26	edwardsb	edwardsb	PROPN
flr-348	3	27	,	,	PUNCT
flr-348	3	28	sarah	sarah	PROPN
flr-348	3	29	k.	k.	PROPN
flr-348	3	30	davisb	davisb	PROPN
flr-348	3	31	,	,	PUNCT
flr-348	3	32	quan	quan	PROPN
flr-348	3	33	nguyen	nguyen	PROPN
flr-348	3	34	a	a	PROPN
flr-348	3	35	,	,	PUNCT
flr-348	3	36	victoria	victoria	PROPN
flr-348	3	37	l.	l.	PROPN
flr-348	3	38	murphyaa	murphyaa	PROPN
flr-348	3	39	,	,	PUNCT
flr-348	3	40	leonie	leonie	PROPN
flr-348	3	41	brummercc	brummercc	PROPN
flr-348	3	42	,	,	PUNCT
flr-348	3	43	bart	bart	PROPN
flr-348	3	44	rientiesaa	rientiesaa	PROPN
flr-348	3	45	athe	athe	PROPN
flr-348	3	46	open	open	PROPN
flr-348	3	47	university	university	NOUN
flr-348	3	48	,	,	PUNCT
flr-348	3	49	uk	uk	PROPN
flr-348	3	50	buniversity	buniversity	NOUN
flr-348	3	51	of	of	ADP
flr-348	3	52	victoria	victoria	PROPN
flr-348	3	53	,	,	PUNCT
flr-348	3	54	canada	canada	PROPN
flr-348	3	55	cuniversity	cuniversity	NOUN
flr-348	3	56	of	of	ADP
flr-348	3	57	groningen	groningen	PROPN
flr-348	3	58	,	,	PUNCT
flr-348	3	59	the	the	DET
flr-348	3	60	netherlands	netherlands	PROPN
flr-348	3	61	article	article	NOUN
flr-348	3	62	received	receive	VERB
flr-348	3	63	2	2	NUM
flr-348	3	64	march	march	NOUN
flr-348	3	65	/	/	PUNCT
flr-348	3	66	revised	revise	VERB
flr-348	3	67	8	8	NUM
flr-348	3	68	june	june	PROPN
flr-348	3	69	/	/	PUNCT
flr-348	3	70	accepted	accept	VERB
flr-348	3	71	3	3	NUM
flr-348	3	72	august/	august/	NUM
flr-348	3	73	available	available	ADJ
flr-348	3	74	online	online	ADJ
flr-348	3	75	17	17	NUM
flr-348	3	76	august	august	ADJ
flr-348	3	77	abstract	abstract	ADJ
flr-348	3	78	learning	learn	VERB
flr-348	3	79	analytics	analytic	NOUN
flr-348	3	80	has	have	AUX
flr-348	3	81	been	be	AUX
flr-348	3	82	increasingly	increasingly	ADV
flr-348	3	83	outlined	outline	VERB
flr-348	3	84	as	as	ADP
flr-348	3	85	a	a	DET
flr-348	3	86	powerful	powerful	ADJ
flr-348	3	87	tool	tool	NOUN
flr-348	3	88	for	for	ADP
flr-348	3	89	measuring	measure	VERB
flr-348	3	90	,	,	PUNCT
flr-348	3	91	analysing	analysing	NOUN
flr-348	3	92	,	,	PUNCT
flr-348	3	93	and	and	CCONJ
flr-348	3	94	predicting	predict	VERB
flr-348	3	95	learning	learn	VERB
flr-348	3	96	experiences	experience	NOUN
flr-348	3	97	and	and	CCONJ
flr-348	3	98	behaviours	behaviour	NOUN
flr-348	3	99	.	.	PUNCT
flr-348	4	1	the	the	DET
flr-348	4	2	rising	rise	VERB
flr-348	4	3	use	use	NOUN
flr-348	4	4	of	of	ADP
flr-348	4	5	learning	learn	VERB
flr-348	4	6	analytics	analytic	NOUN
flr-348	4	7	means	mean	VERB
flr-348	4	8	that	that	SCONJ
flr-348	4	9	many	many	ADJ
flr-348	4	10	educational	educational	ADJ
flr-348	4	11	researchers	researcher	NOUN
flr-348	4	12	now	now	ADV
flr-348	4	13	require	require	VERB
flr-348	4	14	new	new	ADJ
flr-348	4	15	ranges	range	NOUN
flr-348	4	16	of	of	ADP
flr-348	4	17	technical	technical	ADJ
flr-348	4	18	analytical	analytical	ADJ
flr-348	4	19	skills	skill	NOUN
flr-348	4	20	to	to	PART
flr-348	4	21	contribute	contribute	VERB
flr-348	4	22	to	to	ADP
flr-348	4	23	an	an	DET
flr-348	4	24	increasingly	increasingly	ADV
flr-348	4	25	data	data	NOUN
flr-348	4	26	-	-	PUNCT
flr-348	4	27	heavy	heavy	ADJ
flr-348	4	28	field	field	NOUN
flr-348	4	29	.	.	PUNCT
flr-348	5	1	however	however	ADV
flr-348	5	2	,	,	PUNCT
flr-348	5	3	it	it	PRON
flr-348	5	4	has	have	AUX
flr-348	5	5	been	be	AUX
flr-348	5	6	argued	argue	VERB
flr-348	5	7	that	that	SCONJ
flr-348	5	8	educational	educational	ADJ
flr-348	5	9	data	datum	NOUN
flr-348	5	10	scientists	scientist	NOUN
flr-348	5	11	are	be	AUX
flr-348	5	12	a	a	DET
flr-348	5	13	‘	'	PUNCT
flr-348	5	14	scarce	scarce	ADJ
flr-348	5	15	breed	breed	NOUN
flr-348	5	16	’	'	PUNCT
flr-348	5	17	(	(	PUNCT
flr-348	5	18	buckingham	buckingham	PROPN
flr-348	5	19	shum	shum	NOUN
flr-348	5	20	et	et	PROPN
flr-348	5	21	al	al	PROPN
flr-348	5	22	.	.	PROPN
flr-348	5	23	,	,	PUNCT
flr-348	5	24	2013	2013	NUM
flr-348	5	25	)	)	PUNCT
flr-348	5	26	and	and	CCONJ
flr-348	5	27	that	that	SCONJ
flr-348	5	28	more	more	ADJ
flr-348	5	29	resources	resource	NOUN
flr-348	5	30	are	be	AUX
flr-348	5	31	needed	need	VERB
flr-348	5	32	to	to	PART
flr-348	5	33	support	support	VERB
flr-348	5	34	the	the	DET
flr-348	5	35	next	next	ADJ
flr-348	5	36	generation	generation	NOUN
flr-348	5	37	of	of	ADP
flr-348	5	38	early	early	ADJ
flr-348	5	39	career	career	NOUN
flr-348	5	40	researchers	researcher	NOUN
flr-348	5	41	in	in	ADP
flr-348	5	42	the	the	DET
flr-348	5	43	education	education	NOUN
flr-348	5	44	field	field	NOUN
flr-348	5	45	.	.	PUNCT
flr-348	6	1	at	at	ADP
flr-348	6	2	the	the	DET
flr-348	6	3	same	same	ADJ
flr-348	6	4	time	time	NOUN
flr-348	6	5	,	,	PUNCT
flr-348	6	6	little	little	ADJ
flr-348	6	7	is	be	AUX
flr-348	6	8	known	know	VERB
flr-348	6	9	about	about	ADP
flr-348	6	10	how	how	SCONJ
flr-348	6	11	early	early	ADJ
flr-348	6	12	career	career	NOUN
flr-348	6	13	education	education	NOUN
flr-348	6	14	researchers	researcher	NOUN
flr-348	6	15	feel	feel	VERB
flr-348	6	16	towards	towards	ADP
flr-348	6	17	learning	learn	VERB
flr-348	6	18	analytics	analytic	NOUN
flr-348	6	19	and	and	CCONJ
flr-348	6	20	whether	whether	SCONJ
flr-348	6	21	it	it	PRON
flr-348	6	22	is	be	AUX
flr-348	6	23	important	important	ADJ
flr-348	6	24	to	to	ADP
flr-348	6	25	their	their	PRON
flr-348	6	26	current	current	ADJ
flr-348	6	27	and	and	CCONJ
flr-348	6	28	future	future	ADJ
flr-348	6	29	research	research	NOUN
flr-348	6	30	practices	practice	NOUN
flr-348	6	31	.	.	PUNCT
flr-348	7	1	using	use	VERB
flr-348	7	2	a	a	DET
flr-348	7	3	thematic	thematic	ADJ
flr-348	7	4	analysis	analysis	NOUN
flr-348	7	5	of	of	ADP
flr-348	7	6	a	a	DET
flr-348	7	7	participatory	participatory	ADJ
flr-348	7	8	learning	learn	VERB
flr-348	7	9	analytics	analytic	NOUN
flr-348	7	10	workshop	workshop	NOUN
flr-348	7	11	discussions	discussion	NOUN
flr-348	7	12	with	with	ADP
flr-348	7	13	25	25	NUM
flr-348	7	14	early	early	ADJ
flr-348	7	15	career	career	NOUN
flr-348	7	16	education	education	NOUN
flr-348	7	17	researchers	researcher	NOUN
flr-348	7	18	,	,	PUNCT
flr-348	7	19	we	we	PRON
flr-348	7	20	outline	outline	VERB
flr-348	7	21	in	in	ADP
flr-348	7	22	this	this	DET
flr-348	7	23	article	article	NOUN
flr-348	7	24	their	their	PRON
flr-348	7	25	ambitions	ambition	NOUN
flr-348	7	26	,	,	PUNCT
flr-348	7	27	challenges	challenge	NOUN
flr-348	7	28	and	and	CCONJ
flr-348	7	29	anxieties	anxiety	NOUN
flr-348	7	30	towards	towards	ADP
flr-348	7	31	learning	learn	VERB
flr-348	7	32	analytics	analytic	NOUN
flr-348	7	33	.	.	PUNCT
flr-348	8	1	in	in	ADP
flr-348	8	2	doing	do	VERB
flr-348	8	3	so	so	ADV
flr-348	8	4	,	,	PUNCT
flr-348	8	5	we	we	PRON
flr-348	8	6	have	have	AUX
flr-348	8	7	provided	provide	VERB
flr-348	8	8	a	a	DET
flr-348	8	9	roadmap	roadmap	NOUN
flr-348	8	10	for	for	ADP
flr-348	8	11	how	how	SCONJ
flr-348	8	12	the	the	DET
flr-348	8	13	learning	learning	NOUN
flr-348	8	14	analytics	analytic	NOUN
flr-348	8	15	field	field	NOUN
flr-348	8	16	might	might	AUX
flr-348	8	17	evolve	evolve	VERB
flr-348	8	18	and	and	CCONJ
flr-348	8	19	practical	practical	ADJ
flr-348	8	20	implications	implication	NOUN
flr-348	8	21	for	for	ADP
flr-348	8	22	supporting	support	VERB
flr-348	8	23	early	early	ADJ
flr-348	8	24	career	career	NOUN
flr-348	8	25	researchers	researcher	NOUN
flr-348	8	26	’	’	PART
flr-348	8	27	development	development	NOUN
flr-348	8	28	.	.	PUNCT
flr-348	9	1	keywords	keyword	NOUN
flr-348	9	2	:	:	PUNCT
flr-348	9	3	learning	learn	VERB
flr-348	9	4	analytics	analytic	NOUN
flr-348	9	5	,	,	PUNCT
flr-348	9	6	educational	educational	ADJ
flr-348	9	7	research	research	NOUN
flr-348	9	8	,	,	PUNCT
flr-348	9	9	early	early	ADJ
flr-348	9	10	career	career	NOUN
flr-348	9	11	researchers	researcher	NOUN
flr-348	9	12	info	info	VERB
flr-348	9	13	corresponding	corresponding	ADJ
flr-348	9	14	author	author	NOUN
flr-348	9	15	mail	mail	NOUN
flr-348	9	16	:	:	PUNCT
flr-348	9	17	jenna.mittelmeier@open.ac.uk	jenna.mittelmeier@open.ac.uk	NUM
flr-348	10	1	doi	doi	NOUN
flr-348	10	2	:	:	PUNCT
flr-348	10	3	10.14786	10.14786	NUM
flr-348	10	4	/	/	SYM
flr-348	10	5	flr.v6i2.348	flr.v6i2.348	ADJ
flr-348	10	6	1	1	NUM
flr-348	10	7	.	.	PUNCT
flr-348	11	1	introduction	introduction	NOUN
flr-348	11	2	there	there	PRON
flr-348	11	3	is	be	VERB
flr-348	11	4	increased	increase	VERB
flr-348	11	5	awareness	awareness	NOUN
flr-348	11	6	in	in	ADP
flr-348	11	7	education	education	NOUN
flr-348	11	8	that	that	SCONJ
flr-348	11	9	using	use	VERB
flr-348	11	10	learning	learn	VERB
flr-348	11	11	analytics	analytic	NOUN
flr-348	11	12	to	to	PART
flr-348	11	13	measure	measure	VERB
flr-348	11	14	students	student	NOUN
flr-348	11	15	’	'	PUNCT
flr-348	11	16	and	and	CCONJ
flr-348	11	17	teachers	teacher	NOUN
flr-348	11	18	’	’	PART
flr-348	11	19	attitudes	attitude	NOUN
flr-348	11	20	,	,	PUNCT
flr-348	11	21	behaviours	behaviour	NOUN
flr-348	11	22	,	,	PUNCT
flr-348	11	23	and	and	CCONJ
flr-348	11	24	cognition	cognition	NOUN
flr-348	11	25	provides	provide	VERB
flr-348	11	26	potential	potential	ADJ
flr-348	11	27	opportunities	opportunity	NOUN
flr-348	11	28	to	to	PART
flr-348	11	29	enhance	enhance	VERB
flr-348	11	30	and	and	CCONJ
flr-348	11	31	enrich	enrich	VERB
flr-348	11	32	learning	learning	NOUN
flr-348	11	33	and	and	CCONJ
flr-348	11	34	teaching	teaching	NOUN
flr-348	11	35	(	(	PUNCT
flr-348	11	36	agudo	agudo	NOUN
flr-348	11	37	-	-	NOUN
flr-348	11	38	peregrina	peregrina	NOUN
flr-348	11	39	,	,	PUNCT
flr-348	11	40	iglesias	iglesia	NOUN
flr-348	11	41	-	-	PUNCT
flr-348	11	42	pradas	prada	NOUN
flr-348	11	43	,	,	PUNCT
flr-348	11	44	conde	conde	PROPN
flr-348	11	45	-	-	PUNCT
flr-348	11	46	gonzález	gonzález	PROPN
flr-348	11	47	,	,	PUNCT
flr-348	11	48	&	&	CCONJ
flr-348	11	49	hernández	hernández	PROPN
flr-348	11	50	-	-	PUNCT
flr-348	11	51	garcía	garcía	NOUN
flr-348	11	52	,	,	PUNCT
flr-348	11	53	2014	2014	NUM
flr-348	11	54	;	;	PUNCT
flr-348	11	55	dawson	dawson	PROPN
flr-348	11	56	&	&	CCONJ
flr-348	11	57	siemens	siemens	PROPN
flr-348	11	58	,	,	PUNCT
flr-348	11	59	2014	2014	NUM
flr-348	11	60	;	;	PUNCT
flr-348	11	61	tempelaar	tempelaar	NOUN
flr-348	11	62	,	,	PUNCT
flr-348	11	63	rienties	rientie	NOUN
flr-348	11	64	,	,	PUNCT
flr-348	11	65	&	&	CCONJ
flr-348	11	66	giesbers	giesber	NOUN
flr-348	11	67	,	,	PUNCT
flr-348	11	68	2015	2015	NUM
flr-348	11	69	;	;	PUNCT
flr-348	11	70	van	van	PROPN
flr-348	11	71	leeuwen	leeuwen	PROPN
flr-348	11	72	,	,	PUNCT
flr-348	11	73	janssen	janssen	PROPN
flr-348	11	74	,	,	PUNCT
flr-348	11	75	erkens	erken	NOUN
flr-348	11	76	,	,	PUNCT
flr-348	11	77	&	&	CCONJ
flr-348	11	78	brekelmans	brekelman	NOUN
flr-348	11	79	,	,	PUNCT
flr-348	11	80	2015	2015	NUM
flr-348	11	81	;	;	PUNCT
flr-348	11	82	winne	winne	NOUN
flr-348	11	83	,	,	PUNCT
flr-348	11	84	2017	2017	NUM
flr-348	11	85	)	)	PUNCT
flr-348	11	86	.	.	PUNCT
flr-348	12	1	furthermore	furthermore	ADV
flr-348	12	2	,	,	PUNCT
flr-348	12	3	fine	fine	ADV
flr-348	12	4	-	-	PUNCT
flr-348	12	5	grained	grain	VERB
flr-348	12	6	learning	learn	VERB
flr-348	12	7	analytics	analytic	NOUN
flr-348	12	8	data	datum	NOUN
flr-348	12	9	can	can	AUX
flr-348	12	10	provide	provide	VERB
flr-348	12	11	opportunities	opportunity	NOUN
flr-348	12	12	to	to	PART
flr-348	12	13	test	test	VERB
flr-348	12	14	,	,	PUNCT
flr-348	12	15	validate	validate	VERB
flr-348	12	16	,	,	PUNCT
flr-348	12	17	or	or	CCONJ
flr-348	12	18	build	build	VERB
flr-348	12	19	educational	educational	ADJ
flr-348	12	20	theories	theory	NOUN
flr-348	12	21	(	(	PUNCT
flr-348	12	22	malmberg	malmberg	PROPN
flr-348	12	23	,	,	PUNCT
flr-348	12	24	järvelä	järvelä	NOUN
flr-348	12	25	,	,	PUNCT
flr-348	12	26	&	&	CCONJ
flr-348	12	27	järvenoja	järvenoja	PROPN
flr-348	12	28	,	,	PUNCT
flr-348	12	29	2017	2017	NUM
flr-348	12	30	;	;	PUNCT
flr-348	12	31	winne	winne	NOUN
flr-348	12	32	,	,	PUNCT
flr-348	12	33	2017	2017	NUM
flr-348	12	34	)	)	PUNCT
flr-348	12	35	.	.	PUNCT
flr-348	13	1	despite	despite	SCONJ
flr-348	13	2	these	these	DET
flr-348	13	3	potentials	potential	NOUN
flr-348	13	4	,	,	PUNCT
flr-348	13	5	large	large	ADJ
flr-348	13	6	-	-	PUNCT
flr-348	13	7	scale	scale	NOUN
flr-348	13	8	uptake	uptake	NOUN
flr-348	13	9	of	of	ADP
flr-348	13	10	learning	learn	VERB
flr-348	13	11	analytics	analytic	NOUN
flr-348	13	12	has	have	AUX
flr-348	13	13	so	so	ADV
flr-348	13	14	far	far	ADV
flr-348	13	15	been	be	AUX
flr-348	13	16	rather	rather	ADV
flr-348	13	17	limited	limited	ADJ
flr-348	13	18	(	(	PUNCT
flr-348	13	19	ferguson	ferguson	PROPN
flr-348	13	20	et	et	PROPN
flr-348	13	21	al	al	PROPN
flr-348	13	22	.	.	PROPN
flr-348	13	23	,	,	PUNCT
flr-348	13	24	2016	2016	NUM
flr-348	13	25	;	;	PUNCT
flr-348	13	26	papamitsiou	papamitsiou	NOUN
flr-348	13	27	&	&	CCONJ
flr-348	13	28	economides	economide	NOUN
flr-348	13	29	,	,	PUNCT
flr-348	13	30	2016	2016	NUM
flr-348	13	31	)	)	PUNCT
flr-348	13	32	.	.	PUNCT
flr-348	14	1	this	this	PRON
flr-348	14	2	is	be	AUX
flr-348	14	3	reflective	reflective	ADJ
flr-348	14	4	of	of	ADP
flr-348	14	5	wider	wide	ADJ
flr-348	14	6	scepticism	scepticism	NOUN
flr-348	14	7	about	about	ADP
flr-348	14	8	whether	whether	SCONJ
flr-348	14	9	learning	learn	VERB
flr-348	14	10	analytics	analytic	NOUN
flr-348	14	11	-	-	PUNCT
flr-348	14	12	supported	support	VERB
flr-348	14	13	teaching	teaching	NOUN
flr-348	14	14	and	and	CCONJ
flr-348	14	15	,	,	PUNCT
flr-348	14	16	more	more	ADV
flr-348	14	17	generally	generally	ADV
flr-348	14	18	,	,	PUNCT
flr-348	14	19	technology	technology	NOUN
flr-348	14	20	-	-	PUNCT
flr-348	14	21	enhanced	enhance	VERB
flr-348	14	22	learning	learning	NOUN
flr-348	14	23	,	,	PUNCT
flr-348	14	24	can	can	AUX
flr-348	14	25	be	be	AUX
flr-348	14	26	as	as	ADV
flr-348	14	27	effective	effective	ADJ
flr-348	14	28	as	as	ADP
flr-348	14	29	‘	'	PUNCT
flr-348	14	30	traditional	traditional	ADJ
flr-348	14	31	’	'	PUNCT
flr-348	14	32	methods	method	NOUN
flr-348	14	33	(	(	PUNCT
flr-348	14	34	kirschner	kirschner	PROPN
flr-348	14	35	&	&	CCONJ
flr-348	14	36	erkens	erken	NOUN
flr-348	14	37	,	,	PUNCT
flr-348	14	38	2013	2013	NUM
flr-348	14	39	;	;	PUNCT
flr-348	14	40	selwyn	selwyn	NOUN
flr-348	14	41	,	,	PUNCT
flr-348	14	42	2015	2015	NUM
flr-348	14	43	,	,	PUNCT
flr-348	14	44	2016	2016	NUM
flr-348	14	45	)	)	PUNCT
flr-348	14	46	.	.	PUNCT
flr-348	15	1	in	in	ADP
flr-348	15	2	this	this	DET
flr-348	15	3	regard	regard	NOUN
flr-348	15	4	,	,	PUNCT
flr-348	15	5	a	a	DET
flr-348	15	6	group	group	NOUN
flr-348	15	7	of	of	ADP
flr-348	15	8	prominent	prominent	ADJ
flr-348	15	9	researchers	researcher	NOUN
flr-348	15	10	in	in	ADP
flr-348	15	11	learning	learn	VERB
flr-348	15	12	analytics	analytic	NOUN
flr-348	15	13	and	and	CCONJ
flr-348	15	14	educational	educational	ADJ
flr-348	15	15	data	datum	NOUN
flr-348	15	16	mining	mining	NOUN
flr-348	15	17	recently	recently	ADV
flr-348	15	18	argued	argue	VERB
flr-348	15	19	that	that	SCONJ
flr-348	15	20	educational	educational	ADJ
flr-348	15	21	data	datum	NOUN
flr-348	15	22	scientists	scientist	NOUN
flr-348	15	23	were	be	AUX
flr-348	15	24	a	a	DET
flr-348	15	25	‘	'	PUNCT
flr-348	15	26	scarce	scarce	ADJ
flr-348	15	27	breed’(buckingham	breed’(buckingham	NOUN
flr-348	15	28	shum	shum	X
flr-348	15	29	et	et	PROPN
flr-348	15	30	al	al	PROPN
flr-348	15	31	.	.	PROPN
flr-348	15	32	,	,	PUNCT
flr-348	15	33	2013	2013	NUM
flr-348	15	34	)	)	PUNCT
flr-348	15	35	.	.	PUNCT
flr-348	16	1	they	they	PRON
flr-348	16	2	further	far	ADV
flr-348	16	3	noted	note	VERB
flr-348	16	4	that	that	SCONJ
flr-348	16	5	critical	critical	ADJ
flr-348	16	6	reflection	reflection	NOUN
flr-348	16	7	was	be	AUX
flr-348	16	8	needed	need	VERB
flr-348	16	9	on	on	ADP
flr-348	16	10	how	how	SCONJ
flr-348	16	11	the	the	DET
flr-348	16	12	educational	educational	ADJ
flr-348	16	13	research	research	NOUN
flr-348	16	14	community	community	NOUN
flr-348	16	15	could	could	AUX
flr-348	16	16	train	train	VERB
flr-348	16	17	,	,	PUNCT
flr-348	16	18	support	support	NOUN
flr-348	16	19	,	,	PUNCT
flr-348	16	20	and	and	CCONJ
flr-348	16	21	prepare	prepare	VERB
flr-348	16	22	the	the	DET
flr-348	16	23	next	next	ADJ
flr-348	16	24	generation	generation	NOUN
flr-348	16	25	of	of	ADP
flr-348	16	26	early	early	ADJ
flr-348	16	27	career	career	NOUN
flr-348	16	28	education	education	NOUN
flr-348	16	29	researchers	researcher	NOUN
flr-348	16	30	to	to	PART
flr-348	16	31	work	work	VERB
flr-348	16	32	across	across	ADP
flr-348	16	33	traditional	traditional	ADJ
flr-348	16	34	and	and	CCONJ
flr-348	16	35	new	new	ADJ
flr-348	16	36	boundaries	boundary	NOUN
flr-348	16	37	of	of	ADP
flr-348	16	38	research	research	NOUN
flr-348	16	39	(	(	PUNCT
flr-348	16	40	buckingham	buckingham	PROPN
flr-348	16	41	shum	shum	NOUN
flr-348	16	42	et	et	PROPN
flr-348	16	43	al	al	PROPN
flr-348	16	44	.	.	PROPN
flr-348	16	45	,	,	PUNCT
flr-348	16	46	2013	2013	NUM
flr-348	16	47	)	)	PUNCT
flr-348	16	48	.	.	PUNCT
flr-348	17	1	however	however	ADV
flr-348	17	2	,	,	PUNCT
flr-348	17	3	in	in	ADP
flr-348	17	4	light	light	NOUN
flr-348	17	5	of	of	ADP
flr-348	17	6	this	this	DET
flr-348	17	7	suggestion	suggestion	NOUN
flr-348	17	8	,	,	PUNCT
flr-348	17	9	questions	question	NOUN
flr-348	17	10	remain	remain	VERB
flr-348	17	11	around	around	ADP
flr-348	17	12	how	how	SCONJ
flr-348	17	13	early	early	ADJ
flr-348	17	14	career	career	NOUN
flr-348	17	15	education	education	NOUN
flr-348	17	16	researchers	researcher	NOUN
flr-348	17	17	reflect	reflect	VERB
flr-348	17	18	and	and	CCONJ
flr-348	17	19	act	act	VERB
flr-348	17	20	upon	upon	SCONJ
flr-348	17	21	an	an	DET
flr-348	17	22	increasingly	increasingly	ADV
flr-348	17	23	complex	complex	ADJ
flr-348	17	24	,	,	PUNCT
flr-348	17	25	data	data	NOUN
flr-348	17	26	-	-	PUNCT
flr-348	17	27	heavy	heavy	ADJ
flr-348	17	28	research	research	NOUN
flr-348	17	29	environment	environment	NOUN
flr-348	17	30	.	.	PUNCT
flr-348	18	1	to	to	PART
flr-348	18	2	answer	answer	VERB
flr-348	18	3	this	this	PRON
flr-348	18	4	,	,	PUNCT
flr-348	18	5	we	we	PRON
flr-348	18	6	conducted	conduct	VERB
flr-348	18	7	an	an	DET
flr-348	18	8	in	in	ADP
flr-348	18	9	-	-	PUNCT
flr-348	18	10	depth	depth	NOUN
flr-348	18	11	,	,	PUNCT
flr-348	18	12	participatory	participatory	ADJ
flr-348	18	13	workshop	workshop	NOUN
flr-348	18	14	with	with	ADP
flr-348	18	15	25	25	NUM
flr-348	18	16	early	early	ADJ
flr-348	18	17	career	career	NOUN
flr-348	18	18	education	education	NOUN
flr-348	18	19	researchers	researcher	NOUN
flr-348	18	20	at	at	ADP
flr-348	18	21	the	the	DET
flr-348	18	22	earli	earli	ADJ
flr-348	18	23	jure	jure	PROPN
flr-348	18	24	2017	2017	NUM
flr-348	18	25	conference	conference	NOUN
flr-348	18	26	,	,	PUNCT
flr-348	18	27	which	which	PRON
flr-348	18	28	collaboratively	collaboratively	ADV
flr-348	18	29	and	and	CCONJ
flr-348	18	30	critically	critically	ADV
flr-348	18	31	evaluated	evaluate	VERB
flr-348	18	32	the	the	DET
flr-348	18	33	affordances	affordance	NOUN
flr-348	18	34	and	and	CCONJ
flr-348	18	35	limitations	limitation	NOUN
flr-348	18	36	of	of	ADP
flr-348	18	37	learning	learn	VERB
flr-348	18	38	analytics	analytic	NOUN
flr-348	18	39	.	.	PUNCT
flr-348	19	1	in	in	ADP
flr-348	19	2	particular	particular	ADJ
flr-348	19	3	,	,	PUNCT
flr-348	19	4	we	we	PRON
flr-348	19	5	outline	outline	VERB
flr-348	19	6	through	through	ADP
flr-348	19	7	a	a	DET
flr-348	19	8	thematic	thematic	ADJ
flr-348	19	9	analysis	analysis	NOUN
flr-348	19	10	of	of	ADP
flr-348	19	11	workshop	workshop	NOUN
flr-348	19	12	discussions	discussion	NOUN
flr-348	19	13	the	the	DET
flr-348	19	14	ambitions	ambition	NOUN
flr-348	19	15	,	,	PUNCT
flr-348	19	16	challenges	challenge	NOUN
flr-348	19	17	,	,	PUNCT
flr-348	19	18	and	and	CCONJ
flr-348	19	19	anxieties	anxiety	NOUN
flr-348	19	20	of	of	ADP
flr-348	19	21	early	early	ADJ
flr-348	19	22	career	career	NOUN
flr-348	19	23	researchers	researcher	NOUN
flr-348	19	24	towards	towards	ADP
flr-348	19	25	learning	learn	VERB
flr-348	19	26	analytics	analytic	NOUN
flr-348	19	27	,	,	PUNCT
flr-348	19	28	and	and	CCONJ
flr-348	19	29	how	how	SCONJ
flr-348	19	30	and	and	CCONJ
flr-348	19	31	why	why	SCONJ
flr-348	19	32	they	they	PRON
flr-348	19	33	might	might	AUX
flr-348	19	34	(	(	PUNCT
flr-348	19	35	not	not	PART
flr-348	19	36	)	)	PUNCT
flr-348	19	37	use	use	VERB
flr-348	19	38	learning	learn	VERB
flr-348	19	39	analytics	analytic	NOUN
flr-348	19	40	methods	method	NOUN
flr-348	19	41	in	in	ADP
flr-348	19	42	their	their	PRON
flr-348	19	43	own	own	ADJ
flr-348	19	44	research	research	NOUN
flr-348	19	45	now	now	ADV
flr-348	19	46	and	and	CCONJ
flr-348	19	47	in	in	ADP
flr-348	19	48	the	the	DET
flr-348	19	49	future	future	NOUN
flr-348	19	50	.	.	PUNCT
flr-348	20	1	2	2	X
flr-348	20	2	.	.	X
flr-348	20	3	learning	learn	VERB
flr-348	20	4	analytics	analytic	NOUN
flr-348	20	5	:	:	PUNCT
flr-348	20	6	six	six	NUM
flr-348	20	7	main	main	ADJ
flr-348	20	8	research	research	NOUN
flr-348	20	9	topics	topic	NOUN
flr-348	20	10	learning	learn	VERB
flr-348	20	11	analytics	analytic	NOUN
flr-348	20	12	can	can	AUX
flr-348	20	13	be	be	AUX
flr-348	20	14	defined	define	VERB
flr-348	20	15	as	as	ADP
flr-348	20	16	‘	'	PUNCT
flr-348	20	17	the	the	DET
flr-348	20	18	measurement	measurement	NOUN
flr-348	20	19	,	,	PUNCT
flr-348	20	20	collection	collection	NOUN
flr-348	20	21	,	,	PUNCT
flr-348	20	22	analysis	analysis	NOUN
flr-348	20	23	,	,	PUNCT
flr-348	20	24	and	and	CCONJ
flr-348	20	25	reporting	reporting	NOUN
flr-348	20	26	of	of	ADP
flr-348	20	27	data	datum	NOUN
flr-348	20	28	about	about	ADP
flr-348	20	29	learners	learner	NOUN
flr-348	20	30	and	and	CCONJ
flr-348	20	31	their	their	PRON
flr-348	20	32	contexts	context	NOUN
flr-348	20	33	for	for	ADP
flr-348	20	34	the	the	DET
flr-348	20	35	purpose	purpose	NOUN
flr-348	20	36	of	of	ADP
flr-348	20	37	understanding	understanding	NOUN
flr-348	20	38	and	and	CCONJ
flr-348	20	39	optimising	optimise	VERB
flr-348	20	40	learning	learning	NOUN
flr-348	20	41	and	and	CCONJ
flr-348	20	42	the	the	DET
flr-348	20	43	environments	environment	NOUN
flr-348	20	44	in	in	ADP
flr-348	20	45	which	which	PRON
flr-348	20	46	it	it	PRON
flr-348	20	47	occurs	occur	VERB
flr-348	20	48	’	'	PUNCT
flr-348	20	49	(	(	PUNCT
flr-348	20	50	lak	lak	PROPN
flr-348	20	51	,	,	PUNCT
flr-348	20	52	2011	2011	NUM
flr-348	20	53	)	)	PUNCT
flr-348	20	54	.	.	PUNCT
flr-348	21	1	recent	recent	ADJ
flr-348	21	2	literature	literature	NOUN
flr-348	21	3	in	in	ADP
flr-348	21	4	the	the	DET
flr-348	21	5	learning	learning	NOUN
flr-348	21	6	analytics	analytic	NOUN
flr-348	21	7	field	field	NOUN
flr-348	21	8	addresses	address	VERB
flr-348	21	9	a	a	DET
flr-348	21	10	large	large	ADJ
flr-348	21	11	range	range	NOUN
flr-348	21	12	of	of	ADP
flr-348	21	13	trends	trend	NOUN
flr-348	21	14	and	and	CCONJ
flr-348	21	15	challenges	challenge	NOUN
flr-348	21	16	in	in	ADP
flr-348	21	17	this	this	DET
flr-348	21	18	emerging	emerge	VERB
flr-348	21	19	research	research	NOUN
flr-348	21	20	field	field	NOUN
flr-348	21	21	(	(	PUNCT
flr-348	21	22	ferguson	ferguson	PROPN
flr-348	21	23	et	et	PROPN
flr-348	21	24	al	al	PROPN
flr-348	21	25	.	.	PROPN
flr-348	21	26	,	,	PUNCT
flr-348	21	27	2016	2016	NUM
flr-348	21	28	;	;	PUNCT
flr-348	21	29	lang	lang	PROPN
flr-348	21	30	,	,	PUNCT
flr-348	21	31	siemens	siemens	PROPN
flr-348	21	32	,	,	PUNCT
flr-348	21	33	wise	wise	ADJ
flr-348	21	34	,	,	PUNCT
flr-348	21	35	&	&	CCONJ
flr-348	21	36	gašević	gašević	PROPN
flr-348	21	37	,	,	PUNCT
flr-348	21	38	2017	2017	NUM
flr-348	21	39	;	;	PUNCT
flr-348	21	40	papamitsiou	papamitsiou	NOUN
flr-348	21	41	&	&	CCONJ
flr-348	21	42	economides	economide	NOUN
flr-348	21	43	,	,	PUNCT
flr-348	21	44	2016	2016	NUM
flr-348	21	45	;	;	PUNCT
flr-348	21	46	selwyn	selwyn	NOUN
flr-348	21	47	,	,	PUNCT
flr-348	21	48	2015	2015	NUM
flr-348	21	49	;	;	PUNCT
flr-348	21	50	siemens	siemen	NOUN
flr-348	21	51	,	,	PUNCT
flr-348	21	52	2013	2013	NUM
flr-348	21	53	)	)	PUNCT
flr-348	21	54	.	.	PUNCT
flr-348	22	1	for	for	ADP
flr-348	22	2	example	example	NOUN
flr-348	22	3	,	,	PUNCT
flr-348	22	4	in	in	ADP
flr-348	22	5	the	the	DET
flr-348	22	6	recent	recent	ADJ
flr-348	22	7	handbook	handbook	NOUN
flr-348	22	8	of	of	ADP
flr-348	22	9	learning	learn	VERB
flr-348	22	10	analytics	analytic	NOUN
flr-348	22	11	,	,	PUNCT
flr-348	22	12	lang	lang	PROPN
flr-348	22	13	et	et	PROPN
flr-348	22	14	al	al	PROPN
flr-348	22	15	.	.	PROPN
flr-348	23	1	(	(	PUNCT
flr-348	23	2	2017	2017	NUM
flr-348	23	3	)	)	PUNCT
flr-348	23	4	identified	identify	VERB
flr-348	23	5	27	27	NUM
flr-348	23	6	topics	topic	NOUN
flr-348	23	7	of	of	ADP
flr-348	23	8	interest	interest	NOUN
flr-348	23	9	.	.	PUNCT
flr-348	24	1	given	give	VERB
flr-348	24	2	the	the	DET
flr-348	24	3	limited	limited	ADJ
flr-348	24	4	time	time	NOUN
flr-348	24	5	available	available	ADJ
flr-348	24	6	for	for	ADP
flr-348	24	7	the	the	DET
flr-348	24	8	workshop	workshop	NOUN
flr-348	24	9	,	,	PUNCT
flr-348	24	10	we	we	PRON
flr-348	24	11	aimed	aim	VERB
flr-348	24	12	to	to	PART
flr-348	24	13	narrow	narrow	VERB
flr-348	24	14	this	this	DET
flr-348	24	15	work	work	NOUN
flr-348	24	16	to	to	PART
flr-348	24	17	outline	outline	VERB
flr-348	24	18	overarching	overarching	ADJ
flr-348	24	19	topics	topic	NOUN
flr-348	24	20	of	of	ADP
flr-348	24	21	importance	importance	NOUN
flr-348	24	22	that	that	PRON
flr-348	24	23	represented	represent	VERB
flr-348	24	24	cutting	cutting	NOUN
flr-348	24	25	-	-	PUNCT
flr-348	24	26	edge	edge	NOUN
flr-348	24	27	debates	debate	NOUN
flr-348	24	28	in	in	ADP
flr-348	24	29	the	the	DET
flr-348	24	30	learning	learning	NOUN
flr-348	24	31	analytics	analytic	NOUN
flr-348	24	32	field	field	NOUN
flr-348	24	33	.	.	PUNCT
flr-348	25	1	to	to	PART
flr-348	25	2	aid	aid	VERB
flr-348	25	3	in	in	ADP
flr-348	25	4	this	this	DET
flr-348	25	5	process	process	NOUN
flr-348	25	6	,	,	PUNCT
flr-348	25	7	we	we	PRON
flr-348	25	8	cross	cross	VERB
flr-348	25	9	-	-	VERB
flr-348	25	10	referenced	reference	VERB
flr-348	25	11	this	this	DET
flr-348	25	12	list	list	NOUN
flr-348	25	13	with	with	ADP
flr-348	25	14	two	two	NUM
flr-348	25	15	recent	recent	ADJ
flr-348	25	16	meta	meta	NOUN
flr-348	25	17	-	-	PUNCT
flr-348	25	18	analyses	analysis	NOUN
flr-348	25	19	of	of	ADP
flr-348	25	20	learning	learn	VERB
flr-348	25	21	analytics	analytic	NOUN
flr-348	25	22	(	(	PUNCT
flr-348	25	23	ferguson	ferguson	PROPN
flr-348	25	24	et	et	PROPN
flr-348	25	25	al	al	PROPN
flr-348	25	26	.	.	PROPN
flr-348	25	27	,	,	PUNCT
flr-348	25	28	2016	2016	NUM
flr-348	25	29	;	;	PUNCT
flr-348	25	30	papamitsiou	papamitsiou	NOUN
flr-348	25	31	&	&	CCONJ
flr-348	25	32	economides	economide	NOUN
flr-348	25	33	,	,	PUNCT
flr-348	25	34	2016	2016	NUM
flr-348	25	35	)	)	PUNCT
flr-348	25	36	,	,	PUNCT
flr-348	25	37	which	which	PRON
flr-348	25	38	have	have	AUX
flr-348	25	39	provided	provide	VERB
flr-348	25	40	in	in	ADP
flr-348	25	41	-	-	PUNCT
flr-348	25	42	depth	depth	NOUN
flr-348	25	43	reviews	review	NOUN
flr-348	25	44	of	of	ADP
flr-348	25	45	current	current	ADJ
flr-348	25	46	findings	finding	NOUN
flr-348	25	47	,	,	PUNCT
flr-348	25	48	debates	debate	NOUN
flr-348	25	49	in	in	ADP
flr-348	25	50	the	the	DET
flr-348	25	51	field	field	NOUN
flr-348	25	52	,	,	PUNCT
flr-348	25	53	and	and	CCONJ
flr-348	25	54	limitations	limitation	NOUN
flr-348	25	55	of	of	ADP
flr-348	25	56	recent	recent	ADJ
flr-348	25	57	work	work	NOUN
flr-348	25	58	.	.	PUNCT
flr-348	26	1	to	to	PART
flr-348	26	2	select	select	VERB
flr-348	26	3	topics	topic	NOUN
flr-348	26	4	that	that	PRON
flr-348	26	5	were	be	AUX
flr-348	26	6	timely	timely	ADJ
flr-348	26	7	to	to	ADP
flr-348	26	8	the	the	DET
flr-348	26	9	field	field	NOUN
flr-348	26	10	,	,	PUNCT
flr-348	26	11	we	we	PRON
flr-348	26	12	considered	consider	VERB
flr-348	26	13	common	common	ADJ
flr-348	26	14	themes	theme	NOUN
flr-348	26	15	presented	present	VERB
flr-348	26	16	at	at	ADP
flr-348	26	17	the	the	DET
flr-348	26	18	recent	recent	ADJ
flr-348	26	19	learning	learn	VERB
flr-348	26	20	analytics	analytic	NOUN
flr-348	26	21	and	and	CCONJ
flr-348	26	22	knowledge	knowledge	NOUN
flr-348	26	23	conferences	conference	NOUN
flr-348	26	24	(	(	PUNCT
flr-348	26	25	lak	lak	PROPN
flr-348	26	26	)	)	PUNCT
flr-348	26	27	,	,	PUNCT
flr-348	26	28	which	which	PRON
flr-348	26	29	all	all	DET
flr-348	26	30	workshop	workshop	NOUN
flr-348	26	31	facilitators	facilitator	NOUN
flr-348	26	32	had	have	AUX
flr-348	26	33	previously	previously	ADV
flr-348	26	34	attended	attend	VERB
flr-348	26	35	.	.	PUNCT
flr-348	27	1	altogether	altogether	ADV
flr-348	27	2	,	,	PUNCT
flr-348	27	3	these	these	DET
flr-348	27	4	various	various	ADJ
flr-348	27	5	sources	source	NOUN
flr-348	27	6	of	of	ADP
flr-348	27	7	evidence	evidence	NOUN
flr-348	27	8	and	and	CCONJ
flr-348	27	9	expertise	expertise	NOUN
flr-348	27	10	were	be	AUX
flr-348	27	11	combined	combine	VERB
flr-348	27	12	to	to	PART
flr-348	27	13	narrow	narrow	VERB
flr-348	27	14	down	down	ADP
flr-348	27	15	and	and	CCONJ
flr-348	27	16	identify	identify	VERB
flr-348	27	17	six	six	NUM
flr-348	27	18	main	main	ADJ
flr-348	27	19	research	research	NOUN
flr-348	27	20	topics	topic	NOUN
flr-348	27	21	in	in	ADP
flr-348	27	22	learning	learn	VERB
flr-348	27	23	analytics	analytic	NOUN
flr-348	27	24	to	to	PART
flr-348	27	25	focus	focus	VERB
flr-348	27	26	upon	upon	SCONJ
flr-348	27	27	in	in	ADP
flr-348	27	28	this	this	DET
flr-348	27	29	workshop	workshop	NOUN
flr-348	27	30	,	,	PUNCT
flr-348	27	31	which	which	PRON
flr-348	27	32	are	be	AUX
flr-348	27	33	outlined	outline	VERB
flr-348	27	34	in	in	ADP
flr-348	27	35	table	table	NOUN
flr-348	27	36	1	1	NUM
flr-348	27	37	.	.	PUNCT
flr-348	27	38	table	table	NOUN
flr-348	27	39	1	1	NUM
flr-348	27	40	six	six	NUM
flr-348	27	41	topics	topic	NOUN
flr-348	27	42	of	of	ADP
flr-348	27	43	discussion	discussion	NOUN
flr-348	27	44	during	during	ADP
flr-348	27	45	earli	earli	PROPN
flr-348	27	46	jure	jure	PROPN
flr-348	27	47	learning	learn	VERB
flr-348	27	48	analytics	analytic	NOUN
flr-348	27	49	workshop	workshop	NOUN
flr-348	27	50	in	in	ADP
flr-348	27	51	the	the	DET
flr-348	27	52	next	next	ADJ
flr-348	27	53	sections	section	NOUN
flr-348	27	54	,	,	PUNCT
flr-348	27	55	a	a	DET
flr-348	27	56	description	description	NOUN
flr-348	27	57	and	and	CCONJ
flr-348	27	58	justification	justification	NOUN
flr-348	27	59	for	for	ADP
flr-348	27	60	using	use	VERB
flr-348	27	61	these	these	DET
flr-348	27	62	six	six	NUM
flr-348	27	63	topics	topic	NOUN
flr-348	27	64	in	in	ADP
flr-348	27	65	our	our	PRON
flr-348	27	66	workshop	workshop	NOUN
flr-348	27	67	are	be	AUX
flr-348	27	68	provided	provide	VERB
flr-348	27	69	,	,	PUNCT
flr-348	27	70	followed	follow	VERB
flr-348	27	71	by	by	ADP
flr-348	27	72	a	a	DET
flr-348	27	73	description	description	NOUN
flr-348	27	74	of	of	ADP
flr-348	27	75	our	our	PRON
flr-348	27	76	research	research	NOUN
flr-348	27	77	questions	question	NOUN
flr-348	27	78	for	for	ADP
flr-348	27	79	this	this	DET
flr-348	27	80	study	study	NOUN
flr-348	27	81	.	.	PUNCT
flr-348	28	1	2.1	2.1	NUM
flr-348	28	2	learning	learn	VERB
flr-348	28	3	analytics	analytic	NOUN
flr-348	28	4	measurements	measurement	VERB
flr-348	28	5	the	the	DET
flr-348	28	6	opportunity	opportunity	NOUN
flr-348	28	7	to	to	PART
flr-348	28	8	capture	capture	VERB
flr-348	28	9	and	and	CCONJ
flr-348	28	10	measure	measure	VERB
flr-348	28	11	rich	rich	ADJ
flr-348	28	12	and	and	CCONJ
flr-348	28	13	fine	fine	ADV
flr-348	28	14	-	-	PUNCT
flr-348	28	15	grained	grain	VERB
flr-348	28	16	data	datum	NOUN
flr-348	28	17	from	from	ADP
flr-348	28	18	authentic	authentic	ADJ
flr-348	28	19	learning	learning	NOUN
flr-348	28	20	environments	environment	NOUN
flr-348	28	21	in	in	ADP
flr-348	28	22	real	real	ADJ
flr-348	28	23	-	-	PUNCT
flr-348	28	24	time	time	NOUN
flr-348	28	25	has	have	AUX
flr-348	28	26	been	be	AUX
flr-348	28	27	one	one	NUM
flr-348	28	28	of	of	ADP
flr-348	28	29	the	the	DET
flr-348	28	30	unique	unique	ADJ
flr-348	28	31	advantages	advantage	NOUN
flr-348	28	32	of	of	ADP
flr-348	28	33	learning	learn	VERB
flr-348	28	34	analytics	analytic	NOUN
flr-348	28	35	research	research	NOUN
flr-348	28	36	.	.	PUNCT
flr-348	29	1	for	for	ADP
flr-348	29	2	example	example	NOUN
flr-348	29	3	,	,	PUNCT
flr-348	29	4	in	in	ADP
flr-348	29	5	a	a	DET
flr-348	29	6	large	large	ADJ
flr-348	29	7	-	-	PUNCT
flr-348	29	8	scale	scale	NOUN
flr-348	29	9	study	study	NOUN
flr-348	29	10	amongst	amongst	ADP
flr-348	29	11	141	141	NUM
flr-348	29	12	courses	course	NOUN
flr-348	29	13	,	,	PUNCT
flr-348	29	14	rienties	rientie	NOUN
flr-348	29	15	and	and	CCONJ
flr-348	29	16	toetenel	toetenel	NOUN
flr-348	29	17	(	(	PUNCT
flr-348	29	18	2016	2016	NUM
flr-348	29	19	)	)	PUNCT
flr-348	29	20	found	find	VERB
flr-348	29	21	that	that	SCONJ
flr-348	29	22	the	the	DET
flr-348	29	23	way	way	NOUN
flr-348	29	24	teachers	teacher	NOUN
flr-348	29	25	designed	design	VERB
flr-348	29	26	courses	course	NOUN
flr-348	29	27	significantly	significantly	ADV
flr-348	29	28	predicted	predict	VERB
flr-348	29	29	how	how	SCONJ
flr-348	29	30	111,000	111,000	NUM
flr-348	29	31	students	student	NOUN
flr-348	29	32	were	be	AUX
flr-348	29	33	studying	study	VERB
flr-348	29	34	online	online	ADV
flr-348	29	35	,	,	PUNCT
flr-348	29	36	whereby	whereby	SCONJ
flr-348	29	37	follow	follow	VERB
flr-348	29	38	-	-	PUNCT
flr-348	29	39	up	up	ADP
flr-348	29	40	training	training	NOUN
flr-348	29	41	with	with	ADP
flr-348	29	42	80	80	NUM
flr-348	29	43	+	+	NUM
flr-348	29	44	teachers	teacher	NOUN
flr-348	29	45	helped	help	VERB
flr-348	29	46	to	to	PART
flr-348	29	47	improve	improve	VERB
flr-348	29	48	the	the	DET
flr-348	29	49	learning	learning	NOUN
flr-348	29	50	design	design	NOUN
flr-348	29	51	.	.	PUNCT
flr-348	30	1	however	however	ADV
flr-348	30	2	,	,	PUNCT
flr-348	30	3	since	since	SCONJ
flr-348	30	4	the	the	DET
flr-348	30	5	data	datum	NOUN
flr-348	30	6	are	be	AUX
flr-348	30	7	often	often	ADV
flr-348	30	8	collected	collect	VERB
flr-348	30	9	authentically	authentically	ADV
flr-348	30	10	(	(	PUNCT
flr-348	30	11	versus	versus	X
flr-348	30	12	in	in	ADP
flr-348	30	13	controlled	control	VERB
flr-348	30	14	lab	lab	NOUN
flr-348	30	15	settings	setting	NOUN
flr-348	30	16	)	)	PUNCT
flr-348	30	17	and	and	CCONJ
flr-348	30	18	automatically	automatically	ADV
flr-348	30	19	(	(	PUNCT
flr-348	30	20	as	as	SCONJ
flr-348	30	21	opposed	oppose	VERB
flr-348	30	22	to	to	ADP
flr-348	30	23	collection	collection	NOUN
flr-348	30	24	first	first	ADJ
flr-348	30	25	-	-	PUNCT
flr-348	30	26	hand	hand	NOUN
flr-348	30	27	by	by	ADP
flr-348	30	28	researchers	researcher	NOUN
flr-348	30	29	)	)	PUNCT
flr-348	30	30	,	,	PUNCT
flr-348	30	31	questions	question	NOUN
flr-348	30	32	about	about	ADP
flr-348	30	33	how	how	SCONJ
flr-348	30	34	to	to	PART
flr-348	30	35	compute	compute	VERB
flr-348	30	36	meaningful	meaningful	ADJ
flr-348	30	37	metrics	metric	NOUN
flr-348	30	38	remain	remain	VERB
flr-348	30	39	.	.	PUNCT
flr-348	31	1	for	for	ADP
flr-348	31	2	example	example	NOUN
flr-348	31	3	,	,	PUNCT
flr-348	31	4	the	the	DET
flr-348	31	5	typical	typical	ADJ
flr-348	31	6	log	log	NOUN
flr-348	31	7	files	file	NOUN
flr-348	31	8	that	that	PRON
flr-348	31	9	record	record	NOUN
flr-348	31	10	user	user	NOUN
flr-348	31	11	activities	activity	NOUN
flr-348	31	12	on	on	ADP
flr-348	31	13	a	a	DET
flr-348	31	14	browser	browser	NOUN
flr-348	31	15	lack	lack	NOUN
flr-348	31	16	insight	insight	NOUN
flr-348	31	17	into	into	ADP
flr-348	31	18	many	many	ADJ
flr-348	31	19	factors	factor	NOUN
flr-348	31	20	,	,	PUNCT
flr-348	31	21	such	such	ADJ
flr-348	31	22	as	as	ADP
flr-348	31	23	who	who	PRON
flr-348	31	24	is	be	AUX
flr-348	31	25	behind	behind	ADP
flr-348	31	26	the	the	DET
flr-348	31	27	screen	screen	NOUN
flr-348	31	28	,	,	PUNCT
flr-348	31	29	whether	whether	SCONJ
flr-348	31	30	they	they	PRON
flr-348	31	31	are	be	AUX
flr-348	31	32	active	active	ADJ
flr-348	31	33	or	or	CCONJ
flr-348	31	34	taking	take	VERB
flr-348	31	35	a	a	DET
flr-348	31	36	break	break	NOUN
flr-348	31	37	,	,	PUNCT
flr-348	31	38	or	or	CCONJ
flr-348	31	39	whether	whether	SCONJ
flr-348	31	40	they	they	PRON
flr-348	31	41	are	be	AUX
flr-348	31	42	focused	focus	VERB
flr-348	31	43	on	on	ADP
flr-348	31	44	task	task	NOUN
flr-348	31	45	or	or	CCONJ
flr-348	31	46	distracted	distracted	ADJ
flr-348	31	47	(	(	PUNCT
flr-348	31	48	kovanovic	kovanovic	PROPN
flr-348	31	49	,	,	PUNCT
flr-348	31	50	gašević	gašević	PROPN
flr-348	31	51	,	,	PUNCT
flr-348	31	52	dawson	dawson	PROPN
flr-348	31	53	,	,	PUNCT
flr-348	31	54	joksimovic	joksimovic	PROPN
flr-348	31	55	,	,	PUNCT
flr-348	31	56	&	&	CCONJ
flr-348	31	57	baker	baker	PROPN
flr-348	31	58	,	,	PUNCT
flr-348	31	59	2016	2016	NUM
flr-348	31	60	;	;	PUNCT
flr-348	31	61	kovanovic	kovanovic	PROPN
flr-348	31	62	et	et	PROPN
flr-348	31	63	al	al	PROPN
flr-348	31	64	.	.	PROPN
flr-348	31	65	,	,	PUNCT
flr-348	31	66	2015	2015	NUM
flr-348	31	67	)	)	PUNCT
flr-348	31	68	.	.	PUNCT
flr-348	32	1	without	without	ADP
flr-348	32	2	explicit	explicit	ADJ
flr-348	32	3	engagement	engagement	NOUN
flr-348	32	4	with	with	ADP
flr-348	32	5	the	the	DET
flr-348	32	6	underlying	underlie	VERB
flr-348	32	7	assumptions	assumption	NOUN
flr-348	32	8	behind	behind	ADP
flr-348	32	9	these	these	DET
flr-348	32	10	data	datum	NOUN
flr-348	32	11	,	,	PUNCT
flr-348	32	12	researchers	researcher	NOUN
flr-348	32	13	could	could	AUX
flr-348	32	14	overestimate	overestimate	VERB
flr-348	32	15	or	or	CCONJ
flr-348	32	16	underestimate	underestimate	ADJ
flr-348	32	17	results	result	NOUN
flr-348	32	18	(	(	PUNCT
flr-348	32	19	gašević	gašević	PROPN
flr-348	32	20	,	,	PUNCT
flr-348	32	21	dawson	dawson	PROPN
flr-348	32	22	,	,	PUNCT
flr-348	32	23	&	&	CCONJ
flr-348	32	24	siemens	siemens	PROPN
flr-348	32	25	,	,	PUNCT
flr-348	32	26	2015	2015	NUM
flr-348	32	27	)	)	PUNCT
flr-348	32	28	.	.	PUNCT
flr-348	33	1	therefore	therefore	ADV
flr-348	33	2	,	,	PUNCT
flr-348	33	3	it	it	PRON
flr-348	33	4	is	be	AUX
flr-348	33	5	crucial	crucial	ADJ
flr-348	33	6	for	for	SCONJ
flr-348	33	7	early	early	ADJ
flr-348	33	8	career	career	NOUN
flr-348	33	9	education	education	NOUN
flr-348	33	10	researchers	researcher	NOUN
flr-348	33	11	to	to	PART
flr-348	33	12	be	be	AUX
flr-348	33	13	aware	aware	ADJ
flr-348	33	14	of	of	ADP
flr-348	33	15	both	both	CCONJ
flr-348	33	16	the	the	DET
flr-348	33	17	strengths	strength	NOUN
flr-348	33	18	and	and	CCONJ
flr-348	33	19	limitations	limitation	NOUN
flr-348	33	20	of	of	ADP
flr-348	33	21	these	these	DET
flr-348	33	22	measurements	measurement	NOUN
flr-348	33	23	to	to	PART
flr-348	33	24	adopt	adopt	VERB
flr-348	33	25	learning	learn	VERB
flr-348	33	26	analytics	analytic	NOUN
flr-348	33	27	in	in	ADP
flr-348	33	28	meaningful	meaningful	ADJ
flr-348	33	29	manners	manner	NOUN
flr-348	33	30	.	.	PUNCT
flr-348	34	1	2.2	2.2	NUM
flr-348	34	2	ethics	ethic	NOUN
flr-348	34	3	several	several	ADJ
flr-348	34	4	ethical	ethical	ADJ
flr-348	34	5	debates	debate	NOUN
flr-348	34	6	have	have	AUX
flr-348	34	7	emerged	emerge	VERB
flr-348	34	8	around	around	ADP
flr-348	34	9	the	the	DET
flr-348	34	10	practical	practical	ADJ
flr-348	34	11	application	application	NOUN
flr-348	34	12	of	of	ADP
flr-348	34	13	learning	learn	VERB
flr-348	34	14	analytics	analytic	NOUN
flr-348	34	15	techniques	technique	NOUN
flr-348	34	16	.	.	PUNCT
flr-348	35	1	for	for	ADP
flr-348	35	2	example	example	NOUN
flr-348	35	3	,	,	PUNCT
flr-348	35	4	questions	question	NOUN
flr-348	35	5	remain	remain	VERB
flr-348	35	6	around	around	ADP
flr-348	35	7	transparency	transparency	NOUN
flr-348	35	8	of	of	ADP
flr-348	35	9	how	how	SCONJ
flr-348	35	10	and	and	CCONJ
flr-348	35	11	why	why	SCONJ
flr-348	35	12	data	datum	NOUN
flr-348	35	13	is	be	AUX
flr-348	35	14	collected	collect	VERB
flr-348	35	15	and	and	CCONJ
flr-348	35	16	used	use	VERB
flr-348	35	17	(	(	PUNCT
flr-348	35	18	slade	slade	PROPN
flr-348	35	19	&	&	CCONJ
flr-348	35	20	prinsloo	prinsloo	PROPN
flr-348	35	21	,	,	PUNCT
flr-348	35	22	2013	2013	NUM
flr-348	35	23	)	)	PUNCT
flr-348	35	24	,	,	PUNCT
flr-348	35	25	what	what	DET
flr-348	35	26	information	information	NOUN
flr-348	35	27	is	be	AUX
flr-348	35	28	missing	miss	VERB
flr-348	35	29	from	from	ADP
flr-348	35	30	automatically	automatically	ADV
flr-348	35	31	captured	capture	VERB
flr-348	35	32	data	datum	NOUN
flr-348	35	33	(	(	PUNCT
flr-348	35	34	ruppert	ruppert	PROPN
flr-348	35	35	et	et	PROPN
flr-348	35	36	al	al	PROPN
flr-348	35	37	.	.	PROPN
flr-348	35	38	,	,	PUNCT
flr-348	35	39	2015	2015	NUM
flr-348	35	40	)	)	PUNCT
flr-348	35	41	,	,	PUNCT
flr-348	35	42	what	what	PRON
flr-348	35	43	biases	bias	NOUN
flr-348	35	44	and	and	CCONJ
flr-348	35	45	subjectivities	subjectivity	NOUN
flr-348	35	46	are	be	AUX
flr-348	35	47	inherent	inherent	ADJ
flr-348	35	48	to	to	ADP
flr-348	35	49	techniques	technique	NOUN
flr-348	35	50	used	use	VERB
flr-348	35	51	for	for	ADP
flr-348	35	52	analysis	analysis	NOUN
flr-348	35	53	(	(	PUNCT
flr-348	35	54	boyd	boyd	PROPN
flr-348	35	55	&	&	CCONJ
flr-348	35	56	crawford	crawford	PROPN
flr-348	35	57	,	,	PUNCT
flr-348	35	58	2012	2012	NUM
flr-348	35	59	)	)	PUNCT
flr-348	35	60	,	,	PUNCT
flr-348	35	61	and	and	CCONJ
flr-348	35	62	whether	whether	SCONJ
flr-348	35	63	educational	educational	ADJ
flr-348	35	64	institutions	institution	NOUN
flr-348	35	65	have	have	VERB
flr-348	35	66	an	an	DET
flr-348	35	67	obligation	obligation	NOUN
flr-348	35	68	to	to	PART
flr-348	35	69	utilise	utilise	VERB
flr-348	35	70	learning	learn	VERB
flr-348	35	71	analytics	analytic	NOUN
flr-348	35	72	to	to	PART
flr-348	35	73	support	support	VERB
flr-348	35	74	students	student	NOUN
flr-348	35	75	(	(	PUNCT
flr-348	35	76	prinsloo	prinsloo	PROPN
flr-348	35	77	&	&	CCONJ
flr-348	35	78	slade	slade	PROPN
flr-348	35	79	,	,	PUNCT
flr-348	35	80	2017a	2017a	NUM
flr-348	35	81	)	)	PUNCT
flr-348	35	82	.	.	PUNCT
flr-348	36	1	perhaps	perhaps	ADV
flr-348	36	2	most	most	ADV
flr-348	36	3	prominently	prominently	ADV
flr-348	36	4	,	,	PUNCT
flr-348	36	5	there	there	PRON
flr-348	36	6	are	be	VERB
flr-348	36	7	criticisms	criticism	NOUN
flr-348	36	8	around	around	ADP
flr-348	36	9	data	data	NOUN
flr-348	36	10	ownership	ownership	NOUN
flr-348	36	11	and	and	CCONJ
flr-348	36	12	students	student	NOUN
flr-348	36	13	’	'	PUNCT
flr-348	36	14	consent	consent	NOUN
flr-348	36	15	for	for	SCONJ
flr-348	36	16	their	their	PRON
flr-348	36	17	data	datum	NOUN
flr-348	36	18	to	to	PART
flr-348	36	19	be	be	AUX
flr-348	36	20	collected	collect	VERB
flr-348	36	21	.	.	PUNCT
flr-348	37	1	whether	whether	SCONJ
flr-348	37	2	data	datum	NOUN
flr-348	37	3	are	be	AUX
flr-348	37	4	owned	own	VERB
flr-348	37	5	by	by	ADP
flr-348	37	6	universities	university	NOUN
flr-348	37	7	,	,	PUNCT
flr-348	37	8	students	student	NOUN
flr-348	37	9	,	,	PUNCT
flr-348	37	10	or	or	CCONJ
flr-348	37	11	even	even	ADV
flr-348	37	12	researchers	researcher	NOUN
flr-348	37	13	has	have	VERB
flr-348	37	14	large	large	ADJ
flr-348	37	15	implications	implication	NOUN
flr-348	37	16	for	for	ADP
flr-348	37	17	the	the	DET
flr-348	37	18	ethicality	ethicality	NOUN
flr-348	37	19	of	of	ADP
flr-348	37	20	learning	learn	VERB
flr-348	37	21	analytics	analytic	NOUN
flr-348	37	22	(	(	PUNCT
flr-348	37	23	drachsler	drachsler	NOUN
flr-348	37	24	&	&	CCONJ
flr-348	37	25	greller	greller	NOUN
flr-348	37	26	,	,	PUNCT
flr-348	37	27	2016	2016	NUM
flr-348	37	28	)	)	PUNCT
flr-348	37	29	.	.	PUNCT
flr-348	38	1	furthermore	furthermore	ADV
flr-348	38	2	,	,	PUNCT
flr-348	38	3	generic	generic	ADJ
flr-348	38	4	consent	consent	NOUN
flr-348	38	5	is	be	AUX
flr-348	38	6	often	often	ADV
flr-348	38	7	collected	collect	VERB
flr-348	38	8	at	at	ADP
flr-348	38	9	enrolment	enrolment	NOUN
flr-348	38	10	,	,	PUNCT
flr-348	38	11	but	but	CCONJ
flr-348	38	12	,	,	PUNCT
flr-348	38	13	as	as	SCONJ
flr-348	38	14	a	a	DET
flr-348	38	15	wide	wide	ADJ
flr-348	38	16	variety	variety	NOUN
flr-348	38	17	of	of	ADP
flr-348	38	18	research	research	NOUN
flr-348	38	19	projects	project	NOUN
flr-348	38	20	may	may	AUX
flr-348	38	21	potentially	potentially	ADV
flr-348	38	22	use	use	VERB
flr-348	38	23	students	student	NOUN
flr-348	38	24	’	’	PART
flr-348	38	25	data	datum	NOUN
flr-348	38	26	in	in	ADP
flr-348	38	27	new	new	ADJ
flr-348	38	28	and	and	CCONJ
flr-348	38	29	various	various	ADJ
flr-348	38	30	ways	way	NOUN
flr-348	38	31	,	,	PUNCT
flr-348	38	32	it	it	PRON
flr-348	38	33	is	be	AUX
flr-348	38	34	difficult	difficult	ADJ
flr-348	38	35	to	to	PART
flr-348	38	36	argue	argue	VERB
flr-348	38	37	that	that	SCONJ
flr-348	38	38	this	this	PRON
flr-348	38	39	is	be	AUX
flr-348	38	40	informed	inform	VERB
flr-348	38	41	consent	consent	NOUN
flr-348	38	42	(	(	PUNCT
flr-348	38	43	slade	slade	PROPN
flr-348	38	44	&	&	CCONJ
flr-348	38	45	prinsloo	prinsloo	PROPN
flr-348	38	46	,	,	PUNCT
flr-348	38	47	2013	2013	NUM
flr-348	38	48	)	)	PUNCT
flr-348	38	49	.	.	PUNCT
flr-348	39	1	as	as	SCONJ
flr-348	39	2	the	the	DET
flr-348	39	3	field	field	NOUN
flr-348	39	4	struggles	struggle	VERB
flr-348	39	5	to	to	PART
flr-348	39	6	answer	answer	VERB
flr-348	39	7	these	these	DET
flr-348	39	8	questions	question	NOUN
flr-348	39	9	,	,	PUNCT
flr-348	39	10	it	it	PRON
flr-348	39	11	is	be	AUX
flr-348	39	12	critical	critical	ADJ
flr-348	39	13	that	that	SCONJ
flr-348	39	14	early	early	ADJ
flr-348	39	15	career	career	NOUN
flr-348	39	16	education	education	NOUN
flr-348	39	17	researchers	researcher	NOUN
flr-348	39	18	engage	engage	VERB
flr-348	39	19	in	in	ADP
flr-348	39	20	the	the	DET
flr-348	39	21	debates	debate	NOUN
flr-348	39	22	surrounding	surround	VERB
flr-348	39	23	ethical	ethical	ADJ
flr-348	39	24	learning	learning	NOUN
flr-348	39	25	analytics	analytic	NOUN
flr-348	39	26	.	.	PUNCT
flr-348	40	1	2.3	2.3	NUM
flr-348	40	2	learning	learn	VERB
flr-348	40	3	design	design	NOUN
flr-348	40	4	in	in	ADP
flr-348	40	5	recent	recent	ADJ
flr-348	40	6	years	year	NOUN
flr-348	40	7	,	,	PUNCT
flr-348	40	8	there	there	PRON
flr-348	40	9	has	have	AUX
flr-348	40	10	been	be	AUX
flr-348	40	11	increasing	increase	VERB
flr-348	40	12	interest	interest	NOUN
flr-348	40	13	in	in	ADP
flr-348	40	14	the	the	DET
flr-348	40	15	connection	connection	NOUN
flr-348	40	16	between	between	ADP
flr-348	40	17	learning	learn	VERB
flr-348	40	18	design	design	NOUN
flr-348	40	19	and	and	CCONJ
flr-348	40	20	learning	learn	VERB
flr-348	40	21	analytics	analytic	NOUN
flr-348	40	22	.	.	PUNCT
flr-348	41	1	in	in	ADP
flr-348	41	2	his	his	PRON
flr-348	41	3	lak16	lak16	ADJ
flr-348	41	4	keynote	keynote	NOUN
flr-348	41	5	speech	speech	NOUN
flr-348	41	6	,	,	PUNCT
flr-348	41	7	kirschner	kirschner	PROPN
flr-348	41	8	(	(	PUNCT
flr-348	41	9	2016	2016	NUM
flr-348	41	10	)	)	PUNCT
flr-348	41	11	critically	critically	ADV
flr-348	41	12	reflected	reflect	VERB
flr-348	41	13	on	on	ADP
flr-348	41	14	the	the	DET
flr-348	41	15	lack	lack	NOUN
flr-348	41	16	of	of	ADP
flr-348	41	17	pedagogical	pedagogical	ADJ
flr-348	41	18	context	context	NOUN
flr-348	41	19	in	in	ADP
flr-348	41	20	learning	learn	VERB
flr-348	41	21	analytics	analytic	NOUN
flr-348	41	22	research	research	NOUN
flr-348	41	23	,	,	PUNCT
flr-348	41	24	which	which	PRON
flr-348	41	25	could	could	AUX
flr-348	41	26	prevent	prevent	VERB
flr-348	41	27	researchers	researcher	NOUN
flr-348	41	28	from	from	ADP
flr-348	41	29	asking	ask	VERB
flr-348	41	30	the	the	DET
flr-348	41	31	right	right	ADJ
flr-348	41	32	questions	question	NOUN
flr-348	41	33	,	,	PUNCT
flr-348	41	34	selecting	select	VERB
flr-348	41	35	the	the	DET
flr-348	41	36	right	right	ADJ
flr-348	41	37	metrics	metric	NOUN
flr-348	41	38	,	,	PUNCT
flr-348	41	39	or	or	CCONJ
flr-348	41	40	interpreting	interpret	VERB
flr-348	41	41	results	result	NOUN
flr-348	41	42	in	in	ADP
flr-348	41	43	meaningful	meaningful	ADJ
flr-348	41	44	manners	manner	NOUN
flr-348	41	45	(	(	PUNCT
flr-348	41	46	gašević	gašević	PROPN
flr-348	41	47	et	et	PROPN
flr-348	41	48	al	al	PROPN
flr-348	41	49	.	.	PROPN
flr-348	41	50	,	,	PUNCT
flr-348	41	51	2015	2015	NUM
flr-348	41	52	)	)	PUNCT
flr-348	41	53	.	.	PUNCT
flr-348	42	1	in	in	ADP
flr-348	42	2	this	this	DET
flr-348	42	3	way	way	NOUN
flr-348	42	4	,	,	PUNCT
flr-348	42	5	learning	learn	VERB
flr-348	42	6	design	design	NOUN
flr-348	42	7	is	be	AUX
flr-348	42	8	an	an	DET
flr-348	42	9	emerging	emerge	VERB
flr-348	42	10	field	field	NOUN
flr-348	42	11	that	that	PRON
flr-348	42	12	aims	aim	VERB
flr-348	42	13	to	to	PART
flr-348	42	14	develop	develop	VERB
flr-348	42	15	a	a	DET
flr-348	42	16	‘	'	PUNCT
flr-348	42	17	descriptive	descriptive	ADJ
flr-348	42	18	framework	framework	NOUN
flr-348	42	19	for	for	ADP
flr-348	42	20	teaching	teaching	NOUN
flr-348	42	21	and	and	CCONJ
flr-348	42	22	learning	learn	VERB
flr-348	42	23	activities	activity	NOUN
flr-348	42	24	(	(	PUNCT
flr-348	42	25	“	"	PUNCT
flr-348	42	26	educational	educational	ADJ
flr-348	42	27	notation	notation	NOUN
flr-348	42	28	”	"	PUNCT
flr-348	42	29	)	)	PUNCT
flr-348	42	30	,	,	PUNCT
flr-348	42	31	and	and	CCONJ
flr-348	42	32	to	to	PART
flr-348	42	33	explore	explore	VERB
flr-348	42	34	how	how	SCONJ
flr-348	42	35	this	this	DET
flr-348	42	36	framework	framework	NOUN
flr-348	42	37	can	can	AUX
flr-348	42	38	assist	assist	VERB
flr-348	42	39	educators	educator	NOUN
flr-348	42	40	to	to	PART
flr-348	42	41	share	share	VERB
flr-348	42	42	and	and	CCONJ
flr-348	42	43	adopt	adopt	VERB
flr-348	42	44	great	great	ADJ
flr-348	42	45	teaching	teaching	NOUN
flr-348	42	46	ideas	idea	NOUN
flr-348	42	47	’	'	PUNCT
flr-348	42	48	(	(	PUNCT
flr-348	42	49	dalziel	dalziel	PROPN
flr-348	42	50	,	,	PUNCT
flr-348	42	51	2016	2016	NUM
flr-348	42	52	)	)	PUNCT
flr-348	42	53	.	.	PUNCT
flr-348	43	1	by	by	ADP
flr-348	43	2	capturing	capture	VERB
flr-348	43	3	and	and	CCONJ
flr-348	43	4	visualising	visualise	VERB
flr-348	43	5	the	the	DET
flr-348	43	6	design	design	NOUN
flr-348	43	7	of	of	ADP
flr-348	43	8	learning	learn	VERB
flr-348	43	9	activities	activity	NOUN
flr-348	43	10	,	,	PUNCT
flr-348	43	11	learning	learn	VERB
flr-348	43	12	design	design	NOUN
flr-348	43	13	could	could	AUX
flr-348	43	14	provide	provide	VERB
flr-348	43	15	pedagogical	pedagogical	ADJ
flr-348	43	16	context	context	NOUN
flr-348	43	17	to	to	PART
flr-348	43	18	support	support	VERB
flr-348	43	19	interpreting	interpreting	NOUN
flr-348	43	20	and	and	CCONJ
flr-348	43	21	translating	translate	VERB
flr-348	43	22	learning	learn	VERB
flr-348	43	23	analytics	analytic	NOUN
flr-348	43	24	findings	finding	NOUN
flr-348	43	25	into	into	ADP
flr-348	43	26	tangible	tangible	ADJ
flr-348	43	27	interventions	intervention	NOUN
flr-348	43	28	(	(	PUNCT
flr-348	43	29	lockyer	lockyer	PROPN
flr-348	43	30	et	et	PROPN
flr-348	43	31	al	al	PROPN
flr-348	43	32	.	.	PROPN
flr-348	43	33	,	,	PUNCT
flr-348	43	34	2013	2013	NUM
flr-348	43	35	;	;	PUNCT
flr-348	43	36	persico	persico	PROPN
flr-348	43	37	&	&	CCONJ
flr-348	43	38	pozzi	pozzi	PROPN
flr-348	43	39	,	,	PUNCT
flr-348	43	40	2015	2015	NUM
flr-348	43	41	)	)	PUNCT
flr-348	43	42	.	.	PUNCT
flr-348	44	1	a	a	DET
flr-348	44	2	gradual	gradual	ADJ
flr-348	44	3	accumulation	accumulation	NOUN
flr-348	44	4	of	of	ADP
flr-348	44	5	empirical	empirical	ADJ
flr-348	44	6	evidence	evidence	NOUN
flr-348	44	7	has	have	AUX
flr-348	44	8	reinforced	reinforce	VERB
flr-348	44	9	the	the	DET
flr-348	44	10	importance	importance	NOUN
flr-348	44	11	of	of	ADP
flr-348	44	12	aligning	align	VERB
flr-348	44	13	learning	learn	VERB
flr-348	44	14	analytics	analytic	NOUN
flr-348	44	15	with	with	ADP
flr-348	44	16	learning	learn	VERB
flr-348	44	17	design	design	NOUN
flr-348	44	18	,	,	PUNCT
flr-348	44	19	as	as	SCONJ
flr-348	44	20	the	the	DET
flr-348	44	21	way	way	NOUN
flr-348	44	22	teachers	teacher	NOUN
flr-348	44	23	design	design	VERB
flr-348	44	24	for	for	ADP
flr-348	44	25	learning	learning	NOUN
flr-348	44	26	has	have	AUX
flr-348	44	27	been	be	AUX
flr-348	44	28	found	find	VERB
flr-348	44	29	to	to	PART
flr-348	44	30	be	be	AUX
flr-348	44	31	significantly	significantly	ADV
flr-348	44	32	related	relate	VERB
flr-348	44	33	to	to	ADP
flr-348	44	34	students	student	NOUN
flr-348	44	35	’	'	PUNCT
flr-348	44	36	engagement	engagement	NOUN
flr-348	44	37	,	,	PUNCT
flr-348	44	38	pass	pass	VERB
flr-348	44	39	rates	rate	NOUN
flr-348	44	40	,	,	PUNCT
flr-348	44	41	and	and	CCONJ
flr-348	44	42	satisfaction	satisfaction	NOUN
flr-348	44	43	(	(	PUNCT
flr-348	44	44	nguyen	nguyen	NOUN
flr-348	44	45	et	et	PROPN
flr-348	44	46	al	al	PROPN
flr-348	44	47	.	.	PROPN
flr-348	44	48	,	,	PUNCT
flr-348	44	49	2017	2017	NUM
flr-348	44	50	;	;	PUNCT
flr-348	44	51	rienties	rientie	NOUN
flr-348	44	52	&	&	CCONJ
flr-348	44	53	toetenel	toetenel	PROPN
flr-348	44	54	,	,	PUNCT
flr-348	44	55	2016	2016	NUM
flr-348	44	56	)	)	PUNCT
flr-348	44	57	.	.	PUNCT
flr-348	45	1	in	in	ADP
flr-348	45	2	this	this	DET
flr-348	45	3	way	way	NOUN
flr-348	45	4	,	,	PUNCT
flr-348	45	5	learning	learn	VERB
flr-348	45	6	design	design	NOUN
flr-348	45	7	offers	offer	VERB
flr-348	45	8	opportunities	opportunity	NOUN
flr-348	45	9	for	for	SCONJ
flr-348	45	10	early	early	ADJ
flr-348	45	11	career	career	NOUN
flr-348	45	12	education	education	NOUN
flr-348	45	13	researchers	researcher	NOUN
flr-348	45	14	to	to	PART
flr-348	45	15	engage	engage	VERB
flr-348	45	16	with	with	ADP
flr-348	45	17	educational	educational	ADJ
flr-348	45	18	theories	theory	NOUN
flr-348	45	19	and	and	CCONJ
flr-348	45	20	pedagogies	pedagogy	NOUN
flr-348	45	21	that	that	PRON
flr-348	45	22	underpin	underpin	VERB
flr-348	45	23	their	their	PRON
flr-348	45	24	analysis	analysis	NOUN
flr-348	45	25	.	.	PUNCT
flr-348	46	1	2.4	2.4	NUM
flr-348	46	2	learning	learn	VERB
flr-348	46	3	dispositions	disposition	NOUN
flr-348	46	4	early	early	ADV
flr-348	46	5	learning	learn	VERB
flr-348	46	6	analytics	analytic	NOUN
flr-348	46	7	research	research	NOUN
flr-348	46	8	often	often	ADV
flr-348	46	9	focused	focus	VERB
flr-348	46	10	on	on	ADP
flr-348	46	11	predictive	predictive	ADJ
flr-348	46	12	models	model	NOUN
flr-348	46	13	based	base	VERB
flr-348	46	14	on	on	ADP
flr-348	46	15	extracting	extract	VERB
flr-348	46	16	data	datum	NOUN
flr-348	46	17	from	from	ADP
flr-348	46	18	digital	digital	ADJ
flr-348	46	19	platforms	platform	NOUN
flr-348	46	20	(	(	PUNCT
flr-348	46	21	such	such	ADJ
flr-348	46	22	as	as	ADP
flr-348	46	23	learning	learn	VERB
flr-348	46	24	management	management	NOUN
flr-348	46	25	systems	system	NOUN
flr-348	46	26	)	)	PUNCT
flr-348	46	27	and	and	CCONJ
flr-348	46	28	institutional	institutional	ADJ
flr-348	46	29	records	record	NOUN
flr-348	46	30	of	of	ADP
flr-348	46	31	student	student	NOUN
flr-348	46	32	information	information	NOUN
flr-348	46	33	.	.	PUNCT
flr-348	47	1	while	while	SCONJ
flr-348	47	2	these	these	DET
flr-348	47	3	studies	study	NOUN
flr-348	47	4	(	(	PUNCT
flr-348	47	5	e.g.	e.g.	ADV
flr-348	47	6	,	,	PUNCT
flr-348	47	7	agudo	agudo	NOUN
flr-348	47	8	-	-	NOUN
flr-348	47	9	peregrina	peregrina	NOUN
flr-348	47	10	et	et	NOUN
flr-348	47	11	al	al	PROPN
flr-348	47	12	.	.	PROPN
flr-348	47	13	,	,	PUNCT
flr-348	47	14	2014	2014	NUM
flr-348	47	15	)	)	PUNCT
flr-348	47	16	provided	provide	VERB
flr-348	47	17	valuable	valuable	ADJ
flr-348	47	18	foundations	foundation	NOUN
flr-348	47	19	for	for	ADP
flr-348	47	20	understanding	understand	VERB
flr-348	47	21	learning	learn	VERB
flr-348	47	22	analytics	analytic	NOUN
flr-348	47	23	’	'	PUNCT
flr-348	47	24	potential	potential	NOUN
flr-348	47	25	,	,	PUNCT
flr-348	47	26	they	they	PRON
flr-348	47	27	relied	rely	VERB
flr-348	47	28	primarily	primarily	ADV
flr-348	47	29	on	on	ADP
flr-348	47	30	demographics	demographic	NOUN
flr-348	47	31	,	,	PUNCT
flr-348	47	32	grades	grade	NOUN
flr-348	47	33	,	,	PUNCT
flr-348	47	34	and	and	CCONJ
flr-348	47	35	trace	trace	NOUN
flr-348	47	36	data	datum	NOUN
flr-348	47	37	,	,	PUNCT
flr-348	47	38	providing	provide	VERB
flr-348	47	39	a	a	DET
flr-348	47	40	relatively	relatively	ADV
flr-348	47	41	simplistic	simplistic	ADJ
flr-348	47	42	story	story	NOUN
flr-348	47	43	of	of	ADP
flr-348	47	44	students	student	NOUN
flr-348	47	45	’	’	PART
flr-348	47	46	experiences	experience	NOUN
flr-348	47	47	and	and	CCONJ
flr-348	47	48	behaviours	behaviour	NOUN
flr-348	47	49	.	.	PUNCT
flr-348	48	1	a	a	DET
flr-348	48	2	reliance	reliance	NOUN
flr-348	48	3	on	on	ADP
flr-348	48	4	such	such	ADJ
flr-348	48	5	narratives	narrative	NOUN
flr-348	48	6	without	without	ADP
flr-348	48	7	more	more	ADJ
flr-348	48	8	complex	complex	ADJ
flr-348	48	9	insights	insight	NOUN
flr-348	48	10	may	may	AUX
flr-348	48	11	lead	lead	VERB
flr-348	48	12	to	to	ADP
flr-348	48	13	difficulties	difficulty	NOUN
flr-348	48	14	in	in	ADP
flr-348	48	15	designing	design	VERB
flr-348	48	16	pedagogically	pedagogically	ADV
flr-348	48	17	-	-	PUNCT
flr-348	48	18	informed	inform	VERB
flr-348	48	19	interventions	intervention	NOUN
flr-348	48	20	(	(	PUNCT
flr-348	48	21	tempelaar	tempelaar	NOUN
flr-348	48	22	et	et	NOUN
flr-348	48	23	al	al	PROPN
flr-348	48	24	.	.	PROPN
flr-348	48	25	,	,	PUNCT
flr-348	48	26	2015	2015	NUM
flr-348	48	27	;	;	PUNCT
flr-348	48	28	tempelaar	tempelaar	NOUN
flr-348	48	29	et	et	PROPN
flr-348	48	30	al	al	PROPN
flr-348	48	31	.	.	PROPN
flr-348	48	32	,	,	PUNCT
flr-348	48	33	2017	2017	NUM
flr-348	48	34	)	)	PUNCT
flr-348	48	35	.	.	PUNCT
flr-348	49	1	in	in	ADP
flr-348	49	2	response	response	NOUN
flr-348	49	3	,	,	PUNCT
flr-348	49	4	buckingham	buckingham	PROPN
flr-348	49	5	shum	shum	NOUN
flr-348	49	6	and	and	CCONJ
flr-348	49	7	deakin	deakin	PROPN
flr-348	49	8	crick	crick	PROPN
flr-348	49	9	(	(	PUNCT
flr-348	49	10	2012	2012	NUM
flr-348	49	11	)	)	PUNCT
flr-348	49	12	proposed	propose	VERB
flr-348	49	13	a	a	DET
flr-348	49	14	‘	'	PUNCT
flr-348	49	15	dispositional	dispositional	ADJ
flr-348	49	16	learning	learning	NOUN
flr-348	49	17	analytics	analytic	NOUN
flr-348	49	18	’	'	PUNCT
flr-348	49	19	approach	approach	NOUN
flr-348	49	20	that	that	PRON
flr-348	49	21	combines	combine	VERB
flr-348	49	22	behavioural	behavioural	ADJ
flr-348	49	23	data	datum	NOUN
flr-348	49	24	(	(	PUNCT
flr-348	49	25	e.g.	e.g.	ADV
flr-348	49	26	,	,	PUNCT
flr-348	49	27	that	that	PRON
flr-348	49	28	which	which	PRON
flr-348	49	29	is	be	AUX
flr-348	49	30	mined	mine	VERB
flr-348	49	31	from	from	ADP
flr-348	49	32	learning	learn	VERB
flr-348	49	33	management	management	NOUN
flr-348	49	34	systems	system	NOUN
flr-348	49	35	)	)	PUNCT
flr-348	49	36	with	with	ADP
flr-348	49	37	more	more	ADJ
flr-348	49	38	complex	complex	ADJ
flr-348	49	39	data	datum	NOUN
flr-348	49	40	about	about	ADP
flr-348	49	41	the	the	DET
flr-348	49	42	learner	learner	NOUN
flr-348	49	43	(	(	PUNCT
flr-348	49	44	e.g.	e.g.	ADV
flr-348	49	45	,	,	PUNCT
flr-348	49	46	their	their	PRON
flr-348	49	47	values	value	NOUN
flr-348	49	48	,	,	PUNCT
flr-348	49	49	attitudes	attitude	NOUN
flr-348	49	50	,	,	PUNCT
flr-348	49	51	and	and	CCONJ
flr-348	49	52	dispositions	disposition	NOUN
flr-348	49	53	measured	measure	VERB
flr-348	49	54	through	through	ADP
flr-348	49	55	self	self	NOUN
flr-348	49	56	-	-	PUNCT
flr-348	49	57	reported	report	VERB
flr-348	49	58	surveys	survey	NOUN
flr-348	49	59	)	)	PUNCT
flr-348	49	60	(	(	PUNCT
flr-348	49	61	malmberg	malmberg	PROPN
flr-348	49	62	et	et	PROPN
flr-348	49	63	al	al	PROPN
flr-348	49	64	.	.	PROPN
flr-348	49	65	,	,	PUNCT
flr-348	49	66	2017	2017	NUM
flr-348	49	67	;	;	PUNCT
flr-348	49	68	tempelaar	tempelaar	NOUN
flr-348	49	69	et	et	PROPN
flr-348	49	70	al	al	PROPN
flr-348	49	71	.	.	PROPN
flr-348	49	72	,	,	PUNCT
flr-348	49	73	2015	2015	NUM
flr-348	49	74	)	)	PUNCT
flr-348	49	75	.	.	PUNCT
flr-348	50	1	for	for	ADP
flr-348	50	2	example	example	NOUN
flr-348	50	3	,	,	PUNCT
flr-348	50	4	recent	recent	ADJ
flr-348	50	5	research	research	NOUN
flr-348	50	6	in	in	ADP
flr-348	50	7	blended	blend	VERB
flr-348	50	8	courses	course	NOUN
flr-348	50	9	of	of	ADP
flr-348	50	10	mathematics	mathematic	NOUN
flr-348	50	11	and	and	CCONJ
flr-348	50	12	statistics	statistic	NOUN
flr-348	50	13	(	(	PUNCT
flr-348	50	14	tempelaar	tempelaar	NOUN
flr-348	50	15	et	et	PROPN
flr-348	50	16	al	al	PROPN
flr-348	50	17	.	.	PROPN
flr-348	50	18	,	,	PUNCT
flr-348	50	19	2017	2017	NUM
flr-348	50	20	)	)	PUNCT
flr-348	50	21	found	find	VERB
flr-348	50	22	that	that	SCONJ
flr-348	50	23	linking	link	VERB
flr-348	50	24	learning	learn	VERB
flr-348	50	25	dispositions	disposition	NOUN
flr-348	50	26	data	datum	NOUN
flr-348	50	27	with	with	ADP
flr-348	50	28	behavioural	behavioural	ADJ
flr-348	50	29	learning	learn	VERB
flr-348	50	30	analytics	analytic	NOUN
flr-348	50	31	data	datum	NOUN
flr-348	50	32	can	can	AUX
flr-348	50	33	lead	lead	VERB
flr-348	50	34	to	to	ADP
flr-348	50	35	actionable	actionable	ADJ
flr-348	50	36	feedback	feedback	NOUN
flr-348	50	37	.	.	PUNCT
flr-348	51	1	as	as	ADP
flr-348	51	2	the	the	DET
flr-348	51	3	learning	learning	NOUN
flr-348	51	4	analytics	analytic	NOUN
flr-348	51	5	field	field	NOUN
flr-348	51	6	matures	mature	NOUN
flr-348	51	7	,	,	PUNCT
flr-348	51	8	therefore	therefore	ADV
flr-348	51	9	,	,	PUNCT
flr-348	51	10	it	it	PRON
flr-348	51	11	becomes	become	VERB
flr-348	51	12	more	more	ADV
flr-348	51	13	necessary	necessary	ADJ
flr-348	51	14	for	for	SCONJ
flr-348	51	15	early	early	ADJ
flr-348	51	16	career	career	NOUN
flr-348	51	17	education	education	NOUN
flr-348	51	18	researchers	researcher	NOUN
flr-348	51	19	to	to	PART
flr-348	51	20	understand	understand	VERB
flr-348	51	21	and	and	CCONJ
flr-348	51	22	apply	apply	VERB
flr-348	51	23	more	more	ADJ
flr-348	51	24	complex	complex	ADJ
flr-348	51	25	learner	learner	NOUN
flr-348	51	26	data	datum	NOUN
flr-348	51	27	for	for	ADP
flr-348	51	28	use	use	NOUN
flr-348	51	29	in	in	ADP
flr-348	51	30	tandem	tandem	NOUN
flr-348	51	31	with	with	ADP
flr-348	51	32	learning	learn	VERB
flr-348	51	33	analytics	analytic	NOUN
flr-348	51	34	.	.	PUNCT
flr-348	52	1	2.5	2.5	NUM
flr-348	52	2	combining	combine	VERB
flr-348	52	3	learning	learn	VERB
flr-348	52	4	analytics	analytic	NOUN
flr-348	52	5	with	with	ADP
flr-348	52	6	other	other	ADJ
flr-348	52	7	methods	method	NOUN
flr-348	52	8	in	in	ADP
flr-348	52	9	light	light	NOUN
flr-348	52	10	of	of	ADP
flr-348	52	11	the	the	DET
flr-348	52	12	issues	issue	NOUN
flr-348	52	13	outlined	outline	VERB
flr-348	52	14	above	above	ADV
flr-348	52	15	,	,	PUNCT
flr-348	52	16	combining	combine	VERB
flr-348	52	17	learning	learn	VERB
flr-348	52	18	analytics	analytic	NOUN
flr-348	52	19	with	with	ADP
flr-348	52	20	other	other	ADJ
flr-348	52	21	methods	method	NOUN
flr-348	52	22	offers	offer	VERB
flr-348	52	23	opportunities	opportunity	NOUN
flr-348	52	24	for	for	ADP
flr-348	52	25	both	both	CCONJ
flr-348	52	26	early	early	ADJ
flr-348	52	27	career	career	NOUN
flr-348	52	28	researchers	researcher	NOUN
flr-348	52	29	and	and	CCONJ
flr-348	52	30	the	the	DET
flr-348	52	31	wider	wide	ADJ
flr-348	52	32	field	field	NOUN
flr-348	52	33	.	.	PUNCT
flr-348	53	1	for	for	ADP
flr-348	53	2	example	example	NOUN
flr-348	53	3	,	,	PUNCT
flr-348	53	4	it	it	PRON
flr-348	53	5	has	have	AUX
flr-348	53	6	been	be	AUX
flr-348	53	7	argued	argue	VERB
flr-348	53	8	that	that	SCONJ
flr-348	53	9	combining	combine	VERB
flr-348	53	10	more	more	ADV
flr-348	53	11	classically	classically	ADV
flr-348	53	12	automated	automate	VERB
flr-348	53	13	and	and	CCONJ
flr-348	53	14	quantitative	quantitative	ADJ
flr-348	53	15	learning	learning	NOUN
flr-348	53	16	analytics	analytic	NOUN
flr-348	53	17	data	datum	NOUN
flr-348	53	18	with	with	ADP
flr-348	53	19	qualitative	qualitative	ADJ
flr-348	53	20	methods	method	NOUN
flr-348	53	21	(	(	PUNCT
flr-348	53	22	interviews	interview	NOUN
flr-348	53	23	,	,	PUNCT
flr-348	53	24	focus	focus	NOUN
flr-348	53	25	groups	group	NOUN
flr-348	53	26	,	,	PUNCT
flr-348	53	27	think	think	ADJ
flr-348	53	28	-	-	PUNCT
flr-348	53	29	aloud	aloud	ADJ
flr-348	53	30	protocols	protocol	NOUN
flr-348	53	31	,	,	PUNCT
flr-348	53	32	etc	etc	X
flr-348	53	33	.	.	X
flr-348	53	34	)	)	PUNCT
flr-348	53	35	can	can	AUX
flr-348	53	36	develop	develop	VERB
flr-348	53	37	insight	insight	NOUN
flr-348	53	38	into	into	ADP
flr-348	53	39	the	the	DET
flr-348	53	40	how	how	SCONJ
flr-348	53	41	and	and	CCONJ
flr-348	53	42	why	why	SCONJ
flr-348	53	43	factors	factor	NOUN
flr-348	53	44	impacting	impact	VERB
flr-348	53	45	quantitative	quantitative	ADJ
flr-348	53	46	findings	finding	NOUN
flr-348	53	47	(	(	PUNCT
flr-348	53	48	chatti	chatti	PROPN
flr-348	53	49	et	et	PROPN
flr-348	53	50	al	al	PROPN
flr-348	53	51	.	.	PROPN
flr-348	53	52	,	,	PUNCT
flr-348	53	53	2012	2012	NUM
flr-348	53	54	)	)	PUNCT
flr-348	53	55	.	.	PUNCT
flr-348	54	1	similarly	similarly	ADV
flr-348	54	2	,	,	PUNCT
flr-348	54	3	merceron	merceron	NOUN
flr-348	54	4	,	,	PUNCT
flr-348	54	5	blikstein	blikstein	ADJ
flr-348	54	6	,	,	PUNCT
flr-348	54	7	and	and	CCONJ
flr-348	54	8	siemens	siemen	NOUN
flr-348	54	9	(	(	PUNCT
flr-348	54	10	2016	2016	NUM
flr-348	54	11	)	)	PUNCT
flr-348	54	12	described	describe	VERB
flr-348	54	13	learning	learn	VERB
flr-348	54	14	as	as	ADP
flr-348	54	15	‘	'	PUNCT
flr-348	54	16	multimodal	multimodal	NOUN
flr-348	54	17	’	'	PUNCT
flr-348	54	18	and	and	CCONJ
flr-348	54	19	involving	involve	VERB
flr-348	54	20	many	many	ADJ
flr-348	54	21	simultaneous	simultaneous	ADJ
flr-348	54	22	mental	mental	ADJ
flr-348	54	23	and	and	CCONJ
flr-348	54	24	physical	physical	ADJ
flr-348	54	25	processes	process	NOUN
flr-348	54	26	,	,	PUNCT
flr-348	54	27	noting	note	VERB
flr-348	54	28	maturity	maturity	NOUN
flr-348	54	29	in	in	ADP
flr-348	54	30	learning	learn	VERB
flr-348	54	31	analytics	analytic	NOUN
flr-348	54	32	research	research	NOUN
flr-348	54	33	that	that	PRON
flr-348	54	34	incorporates	incorporate	VERB
flr-348	54	35	multiple	multiple	ADJ
flr-348	54	36	methods	method	NOUN
flr-348	54	37	to	to	PART
flr-348	54	38	capture	capture	VERB
flr-348	54	39	this	this	PRON
flr-348	54	40	.	.	PUNCT
flr-348	55	1	some	some	DET
flr-348	55	2	potential	potential	ADJ
flr-348	55	3	additional	additional	ADJ
flr-348	55	4	methods	method	NOUN
flr-348	55	5	include	include	VERB
flr-348	55	6	natural	natural	ADJ
flr-348	55	7	language	language	NOUN
flr-348	55	8	processing	processing	NOUN
flr-348	55	9	,	,	PUNCT
flr-348	55	10	eye	eye	NOUN
flr-348	55	11	tracking	tracking	NOUN
flr-348	55	12	,	,	PUNCT
flr-348	55	13	social	social	ADJ
flr-348	55	14	network	network	NOUN
flr-348	55	15	analysis	analysis	NOUN
flr-348	55	16	(	(	PUNCT
flr-348	55	17	such	such	ADJ
flr-348	55	18	as	as	ADP
flr-348	55	19	through	through	ADP
flr-348	55	20	surveys	survey	NOUN
flr-348	55	21	)	)	PUNCT
flr-348	55	22	,	,	PUNCT
flr-348	55	23	visualisation	visualisation	NOUN
flr-348	55	24	techniques	technique	NOUN
flr-348	55	25	,	,	PUNCT
flr-348	55	26	discourse	discourse	NOUN
flr-348	55	27	analysis	analysis	NOUN
flr-348	55	28	,	,	PUNCT
flr-348	55	29	or	or	CCONJ
flr-348	55	30	emotional	emotional	ADJ
flr-348	55	31	measurements	measurement	NOUN
flr-348	55	32	(	(	PUNCT
flr-348	55	33	suthers	suther	NOUN
flr-348	55	34	&	&	CCONJ
flr-348	55	35	verbert	verbert	NOUN
flr-348	55	36	,	,	PUNCT
flr-348	55	37	2013	2013	NUM
flr-348	55	38	)	)	PUNCT
flr-348	55	39	.	.	PUNCT
flr-348	56	1	combining	combine	VERB
flr-348	56	2	learning	learn	VERB
flr-348	56	3	analytics	analytic	NOUN
flr-348	56	4	with	with	ADP
flr-348	56	5	these	these	DET
flr-348	56	6	techniques	technique	NOUN
flr-348	56	7	reflects	reflect	VERB
flr-348	56	8	the	the	DET
flr-348	56	9	diversity	diversity	NOUN
flr-348	56	10	of	of	ADP
flr-348	56	11	the	the	DET
flr-348	56	12	learning	learning	NOUN
flr-348	56	13	analytics	analytic	NOUN
flr-348	56	14	field	field	NOUN
flr-348	56	15	as	as	ADP
flr-348	56	16	a	a	DET
flr-348	56	17	whole	whole	NOUN
flr-348	56	18	,	,	PUNCT
flr-348	56	19	which	which	PRON
flr-348	56	20	crosses	cross	VERB
flr-348	56	21	multiple	multiple	ADJ
flr-348	56	22	academic	academic	ADJ
flr-348	56	23	disciplines	discipline	NOUN
flr-348	56	24	(	(	PUNCT
flr-348	56	25	dawson	dawson	PROPN
flr-348	56	26	,	,	PUNCT
flr-348	56	27	gasevic	gasevic	ADJ
flr-348	56	28	,	,	PUNCT
flr-348	56	29	siemens	siemen	NOUN
flr-348	56	30	,	,	PUNCT
flr-348	56	31	&	&	CCONJ
flr-348	56	32	joksimovic	joksimovic	PROPN
flr-348	56	33	,	,	PUNCT
flr-348	56	34	2014	2014	NUM
flr-348	56	35	)	)	PUNCT
flr-348	56	36	.	.	PUNCT
flr-348	57	1	this	this	DET
flr-348	57	2	diversification	diversification	NOUN
flr-348	57	3	of	of	ADP
flr-348	57	4	learning	learn	VERB
flr-348	57	5	analytics	analytic	NOUN
flr-348	57	6	research	research	NOUN
flr-348	57	7	has	have	VERB
flr-348	57	8	implications	implication	NOUN
flr-348	57	9	for	for	ADP
flr-348	57	10	early	early	ADJ
flr-348	57	11	career	career	NOUN
flr-348	57	12	education	education	NOUN
flr-348	57	13	researchers	researcher	NOUN
flr-348	57	14	as	as	SCONJ
flr-348	57	15	they	they	PRON
flr-348	57	16	develop	develop	VERB
flr-348	57	17	skills	skill	NOUN
flr-348	57	18	and	and	CCONJ
flr-348	57	19	competencies	competency	NOUN
flr-348	57	20	to	to	PART
flr-348	57	21	contribute	contribute	VERB
flr-348	57	22	to	to	ADP
flr-348	57	23	the	the	DET
flr-348	57	24	field	field	NOUN
flr-348	57	25	.	.	PUNCT
flr-348	58	1	2.6	2.6	NUM
flr-348	58	2	personalisation	personalisation	NOUN
flr-348	58	3	versus	versus	ADP
flr-348	58	4	generalization	generalization	NOUN
flr-348	58	5	learning	learn	VERB
flr-348	58	6	analytics	analytic	NOUN
flr-348	58	7	applications	application	NOUN
flr-348	58	8	can	can	AUX
flr-348	58	9	be	be	AUX
flr-348	58	10	continuously	continuously	ADV
flr-348	58	11	adapted	adapt	VERB
flr-348	58	12	and	and	CCONJ
flr-348	58	13	,	,	PUNCT
flr-348	58	14	to	to	ADP
flr-348	58	15	some	some	DET
flr-348	58	16	extent	extent	NOUN
flr-348	58	17	,	,	PUNCT
flr-348	58	18	personalise	personalise	VERB
flr-348	58	19	the	the	DET
flr-348	58	20	learning	learn	VERB
flr-348	58	21	environment	environment	NOUN
flr-348	58	22	for	for	ADP
flr-348	58	23	students	student	NOUN
flr-348	58	24	(	(	PUNCT
flr-348	58	25	ifenthaler	ifenthaler	PROPN
flr-348	58	26	&	&	CCONJ
flr-348	58	27	widanapathirana	widanapathirana	PROPN
flr-348	58	28	,	,	PUNCT
flr-348	58	29	2014	2014	NUM
flr-348	58	30	)	)	PUNCT
flr-348	58	31	.	.	PUNCT
flr-348	59	1	however	however	ADV
flr-348	59	2	,	,	PUNCT
flr-348	59	3	personalisation	personalisation	NOUN
flr-348	59	4	relies	rely	VERB
flr-348	59	5	on	on	ADP
flr-348	59	6	categorising	categorise	VERB
flr-348	59	7	students	student	NOUN
flr-348	59	8	based	base	VERB
flr-348	59	9	on	on	ADP
flr-348	59	10	behaviours	behaviour	NOUN
flr-348	59	11	and	and	CCONJ
flr-348	59	12	traits	trait	NOUN
flr-348	59	13	(	(	PUNCT
flr-348	59	14	buckingham	buckingham	PROPN
flr-348	59	15	shum	shum	PROPN
flr-348	59	16	&	&	CCONJ
flr-348	59	17	deakin	deakin	PROPN
flr-348	59	18	crick	crick	PROPN
flr-348	59	19	,	,	PUNCT
flr-348	59	20	2012	2012	NUM
flr-348	59	21	)	)	PUNCT
flr-348	59	22	,	,	PUNCT
flr-348	59	23	and	and	CCONJ
flr-348	59	24	some	some	PRON
flr-348	59	25	have	have	AUX
flr-348	59	26	noted	note	VERB
flr-348	59	27	that	that	SCONJ
flr-348	59	28	there	there	PRON
flr-348	59	29	are	be	VERB
flr-348	59	30	grey	grey	ADJ
flr-348	59	31	areas	area	NOUN
flr-348	59	32	between	between	ADP
flr-348	59	33	‘	'	PUNCT
flr-348	59	34	categorising	categorise	VERB
flr-348	59	35	’	'	PUNCT
flr-348	59	36	and	and	CCONJ
flr-348	59	37	‘	'	PUNCT
flr-348	59	38	stereotyping	stereotype	VERB
flr-348	59	39	’	'	PUNCT
flr-348	59	40	(	(	PUNCT
flr-348	59	41	prinsloo	prinsloo	NOUN
flr-348	59	42	&	&	CCONJ
flr-348	59	43	slade	slade	PROPN
flr-348	59	44	,	,	PUNCT
flr-348	59	45	2017b	2017b	NUM
flr-348	59	46	;	;	PUNCT
flr-348	59	47	scholes	schole	NOUN
flr-348	59	48	,	,	PUNCT
flr-348	59	49	2016	2016	NUM
flr-348	59	50	;	;	PUNCT
flr-348	59	51	slade	slade	PROPN
flr-348	59	52	&	&	CCONJ
flr-348	59	53	prinsloo	prinsloo	PROPN
flr-348	59	54	,	,	PUNCT
flr-348	59	55	2013	2013	NUM
flr-348	59	56	)	)	PUNCT
flr-348	59	57	.	.	PUNCT
flr-348	60	1	for	for	ADP
flr-348	60	2	instance	instance	NOUN
flr-348	60	3	,	,	PUNCT
flr-348	60	4	learning	learn	VERB
flr-348	60	5	analytics	analytic	NOUN
flr-348	60	6	could	could	AUX
flr-348	60	7	lead	lead	VERB
flr-348	60	8	to	to	ADP
flr-348	60	9	erroneous	erroneous	ADJ
flr-348	60	10	assumptions	assumption	NOUN
flr-348	60	11	about	about	ADP
flr-348	60	12	future	future	ADJ
flr-348	60	13	behaviours	behaviour	NOUN
flr-348	60	14	and	and	CCONJ
flr-348	60	15	performance	performance	NOUN
flr-348	60	16	(	(	PUNCT
flr-348	60	17	scholes	schole	NOUN
flr-348	60	18	,	,	PUNCT
flr-348	60	19	2016	2016	NUM
flr-348	60	20	)	)	PUNCT
flr-348	60	21	.	.	PUNCT
flr-348	61	1	issues	issue	NOUN
flr-348	61	2	also	also	ADV
flr-348	61	3	remain	remain	VERB
flr-348	61	4	around	around	ADP
flr-348	61	5	the	the	DET
flr-348	61	6	bias	bias	NOUN
flr-348	61	7	of	of	ADP
flr-348	61	8	researchers	researcher	NOUN
flr-348	61	9	or	or	CCONJ
flr-348	61	10	teachers	teacher	NOUN
flr-348	61	11	,	,	PUNCT
flr-348	61	12	whose	whose	DET
flr-348	61	13	views	view	NOUN
flr-348	61	14	towards	towards	ADP
flr-348	61	15	certain	certain	ADJ
flr-348	61	16	students	student	NOUN
flr-348	61	17	or	or	CCONJ
flr-348	61	18	categories	category	NOUN
flr-348	61	19	of	of	ADP
flr-348	61	20	students	student	NOUN
flr-348	61	21	might	might	AUX
flr-348	61	22	influence	influence	VERB
flr-348	61	23	the	the	DET
flr-348	61	24	interpretation	interpretation	NOUN
flr-348	61	25	of	of	ADP
flr-348	61	26	findings	finding	NOUN
flr-348	61	27	.	.	PUNCT
flr-348	62	1	therefore	therefore	ADV
flr-348	62	2	,	,	PUNCT
flr-348	62	3	it	it	PRON
flr-348	62	4	is	be	AUX
flr-348	62	5	important	important	ADJ
flr-348	62	6	for	for	SCONJ
flr-348	62	7	early	early	ADJ
flr-348	62	8	career	career	NOUN
flr-348	62	9	education	education	NOUN
flr-348	62	10	researchers	researcher	NOUN
flr-348	62	11	to	to	PART
flr-348	62	12	be	be	AUX
flr-348	62	13	explicitly	explicitly	ADV
flr-348	62	14	cognisant	cognisant	ADJ
flr-348	62	15	of	of	ADP
flr-348	62	16	the	the	DET
flr-348	62	17	fine	fine	ADJ
flr-348	62	18	line	line	NOUN
flr-348	62	19	between	between	ADP
flr-348	62	20	personalisation	personalisation	NOUN
flr-348	62	21	and	and	CCONJ
flr-348	62	22	generalisation	generalisation	NOUN
flr-348	62	23	to	to	PART
flr-348	62	24	develop	develop	VERB
flr-348	62	25	sustainable	sustainable	ADJ
flr-348	62	26	algorithms	algorithm	NOUN
flr-348	62	27	and	and	CCONJ
flr-348	62	28	interpretations	interpretation	NOUN
flr-348	62	29	that	that	PRON
flr-348	62	30	limit	limit	VERB
flr-348	62	31	researcher	researcher	NOUN
flr-348	62	32	bias	bias	NOUN
flr-348	62	33	.	.	PUNCT
flr-348	63	1	3	3	X
flr-348	63	2	.	.	X
flr-348	63	3	method	method	VERB
flr-348	63	4	3.1	3.1	NUM
flr-348	63	5	purpose	purpose	NOUN
flr-348	63	6	and	and	CCONJ
flr-348	63	7	research	research	NOUN
flr-348	63	8	questions	question	NOUN
flr-348	63	9	current	current	ADJ
flr-348	63	10	discussions	discussion	NOUN
flr-348	63	11	in	in	ADP
flr-348	63	12	learning	learn	VERB
flr-348	63	13	analytics	analytic	NOUN
flr-348	63	14	research	research	NOUN
flr-348	63	15	,	,	PUNCT
flr-348	63	16	as	as	SCONJ
flr-348	63	17	outlined	outline	VERB
flr-348	63	18	by	by	ADP
flr-348	63	19	the	the	DET
flr-348	63	20	six	six	NUM
flr-348	63	21	topics	topic	NOUN
flr-348	63	22	above	above	ADV
flr-348	63	23	,	,	PUNCT
flr-348	63	24	depict	depict	VERB
flr-348	63	25	a	a	DET
flr-348	63	26	complex	complex	ADJ
flr-348	63	27	and	and	CCONJ
flr-348	63	28	diverse	diverse	ADJ
flr-348	63	29	emerging	emerge	VERB
flr-348	63	30	field	field	NOUN
flr-348	63	31	.	.	PUNCT
flr-348	64	1	as	as	ADP
flr-348	64	2	such	such	ADJ
flr-348	64	3	,	,	PUNCT
flr-348	64	4	the	the	DET
flr-348	64	5	next	next	ADJ
flr-348	64	6	generation	generation	NOUN
flr-348	64	7	of	of	ADP
flr-348	64	8	early	early	ADJ
flr-348	64	9	career	career	NOUN
flr-348	64	10	education	education	NOUN
flr-348	64	11	researchers	researcher	NOUN
flr-348	64	12	represent	represent	VERB
flr-348	64	13	an	an	DET
flr-348	64	14	important	important	ADJ
flr-348	64	15	voice	voice	NOUN
flr-348	64	16	in	in	ADP
flr-348	64	17	understanding	understand	VERB
flr-348	64	18	how	how	SCONJ
flr-348	64	19	learning	learning	NOUN
flr-348	64	20	analytics	analytic	NOUN
flr-348	64	21	research	research	NOUN
flr-348	64	22	will	will	AUX
flr-348	64	23	develop	develop	VERB
flr-348	64	24	and	and	CCONJ
flr-348	64	25	progress	progress	VERB
flr-348	64	26	(	(	PUNCT
flr-348	64	27	buckingham	buckingham	PROPN
flr-348	64	28	shum	shum	X
flr-348	64	29	et	et	PROPN
flr-348	64	30	al	al	PROPN
flr-348	64	31	.	.	PROPN
flr-348	64	32	,	,	PUNCT
flr-348	64	33	2013	2013	NUM
flr-348	64	34	)	)	PUNCT
flr-348	64	35	.	.	PUNCT
flr-348	65	1	in	in	ADP
flr-348	65	2	this	this	DET
flr-348	65	3	study	study	NOUN
flr-348	65	4	,	,	PUNCT
flr-348	65	5	we	we	PRON
flr-348	65	6	aimed	aim	VERB
flr-348	65	7	to	to	PART
flr-348	65	8	understand	understand	VERB
flr-348	65	9	how	how	SCONJ
flr-348	65	10	these	these	DET
flr-348	65	11	early	early	ADJ
flr-348	65	12	career	career	NOUN
flr-348	65	13	researchers	researcher	NOUN
flr-348	65	14	make	make	VERB
flr-348	65	15	sense	sense	NOUN
flr-348	65	16	of	of	ADP
flr-348	65	17	learning	learn	VERB
flr-348	65	18	analytics	analytic	NOUN
flr-348	65	19	in	in	ADP
flr-348	65	20	light	light	NOUN
flr-348	65	21	of	of	ADP
flr-348	65	22	these	these	DET
flr-348	65	23	ongoing	ongoing	ADJ
flr-348	65	24	debates	debate	NOUN
flr-348	65	25	and	and	CCONJ
flr-348	65	26	discussions	discussion	NOUN
flr-348	65	27	in	in	ADP
flr-348	65	28	the	the	DET
flr-348	65	29	field	field	NOUN
flr-348	65	30	.	.	PUNCT
flr-348	66	1	using	use	VERB
flr-348	66	2	an	an	DET
flr-348	66	3	interactive	interactive	ADJ
flr-348	66	4	workshop	workshop	NOUN
flr-348	66	5	structured	structure	VERB
flr-348	66	6	around	around	ADP
flr-348	66	7	these	these	DET
flr-348	66	8	six	six	NUM
flr-348	66	9	learning	learn	VERB
flr-348	66	10	analytics	analytic	NOUN
flr-348	66	11	topics	topic	NOUN
flr-348	66	12	amongst	amongst	ADP
flr-348	66	13	25	25	NUM
flr-348	66	14	early	early	ADJ
flr-348	66	15	career	career	NOUN
flr-348	66	16	education	education	NOUN
flr-348	66	17	researchers	researcher	NOUN
flr-348	66	18	in	in	ADP
flr-348	66	19	the	the	DET
flr-348	66	20	education	education	NOUN
flr-348	66	21	field	field	NOUN
flr-348	66	22	,	,	PUNCT
flr-348	66	23	we	we	PRON
flr-348	66	24	explored	explore	VERB
flr-348	66	25	the	the	DET
flr-348	66	26	following	follow	VERB
flr-348	66	27	research	research	NOUN
flr-348	66	28	questions	question	NOUN
flr-348	66	29	:	:	PUNCT
flr-348	67	1	1	1	X
flr-348	67	2	.	.	X
flr-348	67	3	what	what	PRON
flr-348	67	4	are	be	AUX
flr-348	67	5	the	the	DET
flr-348	67	6	main	main	ADJ
flr-348	67	7	strengths	strength	NOUN
flr-348	67	8	and	and	CCONJ
flr-348	67	9	limitations	limitation	NOUN
flr-348	67	10	of	of	ADP
flr-348	67	11	learning	learn	VERB
flr-348	67	12	analytics	analytic	NOUN
flr-348	67	13	according	accord	VERB
flr-348	67	14	to	to	ADP
flr-348	67	15	early	early	ADJ
flr-348	67	16	education	education	NOUN
flr-348	67	17	career	career	NOUN
flr-348	67	18	researchers	researcher	NOUN
flr-348	67	19	?	?	PUNCT
flr-348	68	1	2	2	X
flr-348	68	2	.	.	X
flr-348	68	3	in	in	ADP
flr-348	68	4	what	what	DET
flr-348	68	5	ways	way	NOUN
flr-348	68	6	do	do	AUX
flr-348	68	7	early	early	ADJ
flr-348	68	8	career	career	NOUN
flr-348	68	9	education	education	NOUN
flr-348	68	10	researchers	researcher	NOUN
flr-348	68	11	embed	embed	VERB
flr-348	68	12	learning	learn	VERB
flr-348	68	13	analytics	analytic	NOUN
flr-348	68	14	approaches	approach	NOUN
flr-348	68	15	into	into	ADP
flr-348	68	16	their	their	PRON
flr-348	68	17	own	own	ADJ
flr-348	68	18	research	research	NOUN
flr-348	68	19	practices	practice	NOUN
flr-348	68	20	?	?	PUNCT
flr-348	69	1	in	in	ADP
flr-348	69	2	answering	answer	VERB
flr-348	69	3	these	these	DET
flr-348	69	4	questions	question	NOUN
flr-348	69	5	,	,	PUNCT
flr-348	69	6	we	we	PRON
flr-348	69	7	have	have	AUX
flr-348	69	8	outlined	outline	VERB
flr-348	69	9	an	an	DET
flr-348	69	10	in	in	ADP
flr-348	69	11	-	-	PUNCT
flr-348	69	12	depth	depth	NOUN
flr-348	69	13	account	account	NOUN
flr-348	69	14	of	of	ADP
flr-348	69	15	how	how	SCONJ
flr-348	69	16	early	early	ADJ
flr-348	69	17	career	career	NOUN
flr-348	69	18	education	education	NOUN
flr-348	69	19	researchers	researcher	NOUN
flr-348	69	20	approach	approach	VERB
flr-348	69	21	learning	learn	VERB
flr-348	69	22	analytics	analytic	NOUN
flr-348	69	23	techniques	technique	NOUN
flr-348	69	24	,	,	PUNCT
flr-348	69	25	providing	provide	VERB
flr-348	69	26	insight	insight	NOUN
flr-348	69	27	into	into	ADP
flr-348	69	28	potential	potential	ADJ
flr-348	69	29	pathways	pathway	NOUN
flr-348	69	30	forward	forward	ADV
flr-348	69	31	for	for	ADP
flr-348	69	32	the	the	DET
flr-348	69	33	field	field	NOUN
flr-348	69	34	.	.	PUNCT
flr-348	70	1	3.2	3.2	NUM
flr-348	70	2	procedure	procedure	NOUN
flr-348	70	3	and	and	CCONJ
flr-348	70	4	setting	set	VERB
flr-348	70	5	this	this	DET
flr-348	70	6	study	study	NOUN
flr-348	70	7	describes	describe	VERB
flr-348	70	8	the	the	DET
flr-348	70	9	results	result	NOUN
flr-348	70	10	of	of	ADP
flr-348	70	11	an	an	DET
flr-348	70	12	invited	invite	VERB
flr-348	70	13	workshop	workshop	NOUN
flr-348	70	14	at	at	ADP
flr-348	70	15	the	the	DET
flr-348	70	16	earli	earli	ADJ
flr-348	70	17	jure	jure	PROPN
flr-348	70	18	2017	2017	NUM
flr-348	70	19	conference	conference	NOUN
flr-348	70	20	in	in	ADP
flr-348	70	21	tampere	tampere	PROPN
flr-348	70	22	,	,	PUNCT
flr-348	70	23	finland	finland	PROPN
flr-348	70	24	,	,	PUNCT
flr-348	70	25	which	which	PRON
flr-348	70	26	was	be	AUX
flr-348	70	27	entitled	entitle	VERB
flr-348	70	28	‘	'	PUNCT
flr-348	70	29	three	three	NUM
flr-348	70	30	different	different	ADJ
flr-348	70	31	perspectives	perspective	NOUN
flr-348	70	32	on	on	ADP
flr-348	70	33	why	why	SCONJ
flr-348	70	34	you	you	PRON
flr-348	70	35	need	need	VERB
flr-348	70	36	learning	learn	VERB
flr-348	70	37	analytics	analytic	NOUN
flr-348	70	38	and	and	CCONJ
flr-348	70	39	educational	educational	ADJ
flr-348	70	40	data	data	NOUN
flr-348	70	41	-	-	PUNCT
flr-348	70	42	mining	mining	NOUN
flr-348	70	43	’	'	PUNCT
flr-348	70	44	.	.	PUNCT
flr-348	71	1	earli	earli	PROPN
flr-348	71	2	(	(	PUNCT
flr-348	71	3	european	european	PROPN
flr-348	71	4	association	association	PROPN
flr-348	71	5	for	for	ADP
flr-348	71	6	research	research	NOUN
flr-348	71	7	on	on	ADP
flr-348	71	8	learning	learning	NOUN
flr-348	71	9	and	and	CCONJ
flr-348	71	10	instruction	instruction	NOUN
flr-348	71	11	)	)	PUNCT
flr-348	71	12	is	be	AUX
flr-348	71	13	an	an	DET
flr-348	71	14	international	international	ADJ
flr-348	71	15	organisation	organisation	NOUN
flr-348	71	16	for	for	ADP
flr-348	71	17	researchers	researcher	NOUN
flr-348	71	18	in	in	ADP
flr-348	71	19	the	the	DET
flr-348	71	20	education	education	NOUN
flr-348	71	21	field	field	NOUN
flr-348	71	22	,	,	PUNCT
flr-348	71	23	and	and	CCONJ
flr-348	71	24	jure	jure	NOUN
flr-348	71	25	(	(	PUNCT
flr-348	71	26	junior	junior	ADJ
flr-348	71	27	researchers	researcher	NOUN
flr-348	71	28	of	of	ADP
flr-348	71	29	earli	earli	NOUN
flr-348	71	30	)	)	PUNCT
flr-348	71	31	focusses	focusse	VERB
flr-348	71	32	specifically	specifically	ADV
flr-348	71	33	on	on	ADP
flr-348	71	34	early	early	ADJ
flr-348	71	35	career	career	NOUN
flr-348	71	36	researchers	researcher	NOUN
flr-348	71	37	in	in	ADP
flr-348	71	38	education	education	NOUN
flr-348	71	39	.	.	PUNCT
flr-348	72	1	early	early	ADJ
flr-348	72	2	career	career	NOUN
flr-348	72	3	researcher	researcher	NOUN
flr-348	72	4	in	in	ADP
flr-348	72	5	this	this	DET
flr-348	72	6	context	context	NOUN
flr-348	72	7	is	be	AUX
flr-348	72	8	defined	define	VERB
flr-348	72	9	as	as	ADP
flr-348	72	10	master	master	NOUN
flr-348	72	11	’s	’s	PART
flr-348	72	12	students	student	NOUN
flr-348	72	13	,	,	PUNCT
flr-348	72	14	phd	phd	NOUN
flr-348	72	15	students	student	NOUN
flr-348	72	16	,	,	PUNCT
flr-348	72	17	and	and	CCONJ
flr-348	72	18	those	those	PRON
flr-348	72	19	within	within	ADP
flr-348	72	20	two	two	NUM
flr-348	72	21	years	year	NOUN
flr-348	72	22	of	of	ADP
flr-348	72	23	receiving	receive	VERB
flr-348	72	24	their	their	PRON
flr-348	72	25	phd	phd	NOUN
flr-348	72	26	.	.	PUNCT
flr-348	73	1	more	more	ADJ
flr-348	73	2	information	information	NOUN
flr-348	73	3	about	about	ADP
flr-348	73	4	the	the	DET
flr-348	73	5	conference	conference	NOUN
flr-348	73	6	and	and	CCONJ
flr-348	73	7	its	its	PRON
flr-348	73	8	aims	aim	NOUN
flr-348	73	9	are	be	AUX
flr-348	73	10	available	available	ADJ
flr-348	73	11	at	at	ADP
flr-348	73	12	:	:	PUNCT
flr-348	73	13	http://www.earli-jure2017.org/	http://www.earli-jure2017.org/	VERB
flr-348	73	14	the	the	DET
flr-348	73	15	workshop	workshop	NOUN
flr-348	73	16	was	be	AUX
flr-348	73	17	facilitated	facilitate	VERB
flr-348	73	18	by	by	ADP
flr-348	73	19	three	three	NUM
flr-348	73	20	researchers	researcher	NOUN
flr-348	73	21	from	from	ADP
flr-348	73	22	the	the	DET
flr-348	73	23	open	open	ADJ
flr-348	73	24	university	university	NOUN
flr-348	73	25	(	(	PUNCT
flr-348	73	26	ou	ou	PROPN
flr-348	73	27	)	)	PUNCT
flr-348	73	28	,	,	PUNCT
flr-348	73	29	including	include	VERB
flr-348	73	30	a	a	DET
flr-348	73	31	phd	phd	NOUN
flr-348	73	32	student	student	NOUN
flr-348	73	33	,	,	PUNCT
flr-348	73	34	a	a	DET
flr-348	73	35	postdoctoral	postdoctoral	ADJ
flr-348	73	36	researcher	researcher	NOUN
flr-348	73	37	,	,	PUNCT
flr-348	73	38	and	and	CCONJ
flr-348	73	39	a	a	DET
flr-348	73	40	professor	professor	NOUN
flr-348	73	41	.	.	PUNCT
flr-348	74	1	the	the	DET
flr-348	74	2	workshop	workshop	NOUN
flr-348	74	3	was	be	AUX
flr-348	74	4	90	90	NUM
flr-348	74	5	minutes	minute	NOUN
flr-348	74	6	long	long	ADV
flr-348	74	7	and	and	CCONJ
flr-348	74	8	consisted	consist	VERB
flr-348	74	9	of	of	ADP
flr-348	74	10	opening	opening	NOUN
flr-348	74	11	and	and	CCONJ
flr-348	74	12	closing	closing	NOUN
flr-348	74	13	sessions	session	NOUN
flr-348	74	14	,	,	PUNCT
flr-348	74	15	combined	combine	VERB
flr-348	74	16	with	with	ADP
flr-348	74	17	breakaway	breakaway	NOUN
flr-348	74	18	small	small	ADJ
flr-348	74	19	group	group	NOUN
flr-348	74	20	discussions	discussion	NOUN
flr-348	74	21	for	for	ADP
flr-348	74	22	each	each	PRON
flr-348	74	23	of	of	ADP
flr-348	74	24	the	the	DET
flr-348	74	25	six	six	NUM
flr-348	74	26	topics	topic	NOUN
flr-348	74	27	outlined	outline	VERB
flr-348	74	28	in	in	ADP
flr-348	74	29	the	the	DET
flr-348	74	30	introductory	introductory	ADJ
flr-348	74	31	sections	section	NOUN
flr-348	74	32	of	of	ADP
flr-348	74	33	this	this	DET
flr-348	74	34	article	article	NOUN
flr-348	74	35	(	(	PUNCT
flr-348	74	36	see	see	VERB
flr-348	74	37	table	table	NOUN
flr-348	74	38	1	1	NUM
flr-348	74	39	)	)	PUNCT
flr-348	74	40	.	.	PUNCT
flr-348	75	1	participants	participant	NOUN
flr-348	75	2	were	be	AUX
flr-348	75	3	free	free	ADJ
flr-348	75	4	to	to	PART
flr-348	75	5	choose	choose	VERB
flr-348	75	6	which	which	DET
flr-348	75	7	small	small	ADJ
flr-348	75	8	group	group	NOUN
flr-348	75	9	topic	topic	NOUN
flr-348	75	10	they	they	PRON
flr-348	75	11	wished	wish	VERB
flr-348	75	12	to	to	PART
flr-348	75	13	discuss	discuss	VERB
flr-348	75	14	and	and	CCONJ
flr-348	75	15	not	not	PART
flr-348	75	16	all	all	DET
flr-348	75	17	participants	participant	NOUN
flr-348	75	18	discussed	discuss	VERB
flr-348	75	19	all	all	DET
flr-348	75	20	topics	topic	NOUN
flr-348	75	21	.	.	PUNCT
flr-348	76	1	on	on	ADP
flr-348	76	2	average	average	ADJ
flr-348	76	3	,	,	PUNCT
flr-348	76	4	each	each	DET
flr-348	76	5	participant	participant	NOUN
flr-348	76	6	attended	attend	VERB
flr-348	76	7	two	two	NUM
flr-348	76	8	small	small	ADJ
flr-348	76	9	group	group	NOUN
flr-348	76	10	discussions	discussion	NOUN
flr-348	76	11	.	.	PUNCT
flr-348	77	1	the	the	DET
flr-348	77	2	overall	overall	ADJ
flr-348	77	3	aim	aim	NOUN
flr-348	77	4	of	of	ADP
flr-348	77	5	the	the	DET
flr-348	77	6	workshop	workshop	NOUN
flr-348	77	7	was	be	AUX
flr-348	77	8	to	to	PART
flr-348	77	9	encourage	encourage	VERB
flr-348	77	10	critical	critical	ADJ
flr-348	77	11	assessment	assessment	NOUN
flr-348	77	12	and	and	CCONJ
flr-348	77	13	debate	debate	NOUN
flr-348	77	14	on	on	ADP
flr-348	77	15	the	the	DET
flr-348	77	16	merits	merit	NOUN
flr-348	77	17	and	and	CCONJ
flr-348	77	18	drawbacks	drawback	NOUN
flr-348	77	19	of	of	ADP
flr-348	77	20	learning	learn	VERB
flr-348	77	21	analytics	analytic	NOUN
flr-348	77	22	approaches	approach	NOUN
flr-348	77	23	in	in	ADP
flr-348	77	24	participants	participant	NOUN
flr-348	77	25	’	'	PUNCT
flr-348	77	26	own	own	ADJ
flr-348	77	27	institutional	institutional	ADJ
flr-348	77	28	and	and	CCONJ
flr-348	77	29	cultural	cultural	ADJ
flr-348	77	30	contexts	context	NOUN
flr-348	77	31	.	.	PUNCT
flr-348	78	1	table	table	NOUN
flr-348	78	2	2	2	NUM
flr-348	78	3	describes	describe	VERB
flr-348	78	4	the	the	DET
flr-348	78	5	workshop	workshop	NOUN
flr-348	78	6	schedule	schedule	NOUN
flr-348	78	7	adopted	adopt	VERB
flr-348	78	8	.	.	PUNCT
flr-348	79	1	table	table	NOUN
flr-348	79	2	2	2	NUM
flr-348	79	3	workshop	workshop	NOUN
flr-348	79	4	schedule	schedule	NOUN
flr-348	79	5	outline	outline	VERB
flr-348	79	6	the	the	DET
flr-348	79	7	workshop	workshop	NOUN
flr-348	79	8	was	be	AUX
flr-348	79	9	highly	highly	ADV
flr-348	79	10	participatory	participatory	ADJ
flr-348	79	11	with	with	ADP
flr-348	79	12	opportunities	opportunity	NOUN
flr-348	79	13	for	for	SCONJ
flr-348	79	14	attendees	attendee	NOUN
flr-348	79	15	to	to	PART
flr-348	79	16	take	take	VERB
flr-348	79	17	part	part	NOUN
flr-348	79	18	in	in	ADP
flr-348	79	19	both	both	CCONJ
flr-348	79	20	small	small	ADJ
flr-348	79	21	and	and	CCONJ
flr-348	79	22	large	large	ADJ
flr-348	79	23	group	group	NOUN
flr-348	79	24	discussions	discussion	NOUN
flr-348	79	25	.	.	PUNCT
flr-348	80	1	a	a	DET
flr-348	80	2	pilot	pilot	NOUN
flr-348	80	3	was	be	AUX
flr-348	80	4	conducted	conduct	VERB
flr-348	80	5	two	two	NUM
flr-348	80	6	weeks	week	NOUN
flr-348	80	7	before	before	ADP
flr-348	80	8	the	the	DET
flr-348	80	9	earli	earli	ADJ
flr-348	80	10	jure	jure	NOUN
flr-348	80	11	workshop	workshop	NOUN
flr-348	80	12	with	with	ADP
flr-348	80	13	12	12	NUM
flr-348	80	14	early	early	ADJ
flr-348	80	15	career	career	NOUN
flr-348	80	16	researchers	researcher	NOUN
flr-348	80	17	at	at	ADP
flr-348	80	18	the	the	DET
flr-348	80	19	open	open	ADJ
flr-348	80	20	university	university	NOUN
flr-348	80	21	to	to	PART
flr-348	80	22	test	test	VERB
flr-348	80	23	and	and	CCONJ
flr-348	80	24	fine	fine	ADJ
flr-348	80	25	-	-	PUNCT
flr-348	80	26	tune	tune	NOUN
flr-348	80	27	the	the	DET
flr-348	80	28	workshop	workshop	NOUN
flr-348	80	29	design	design	NOUN
flr-348	80	30	,	,	PUNCT
flr-348	80	31	as	as	ADV
flr-348	80	32	well	well	ADV
flr-348	80	33	as	as	ADP
flr-348	80	34	the	the	DET
flr-348	80	35	final	final	ADJ
flr-348	80	36	selection	selection	NOUN
flr-348	80	37	of	of	ADP
flr-348	80	38	the	the	DET
flr-348	80	39	six	six	NUM
flr-348	80	40	topics	topic	NOUN
flr-348	80	41	.	.	PUNCT
flr-348	81	1	the	the	DET
flr-348	81	2	role	role	NOUN
flr-348	81	3	of	of	ADP
flr-348	81	4	the	the	DET
flr-348	81	5	facilitators	facilitator	NOUN
flr-348	81	6	was	be	AUX
flr-348	81	7	mostly	mostly	ADV
flr-348	81	8	limited	limit	VERB
flr-348	81	9	to	to	ADP
flr-348	81	10	moderating	moderate	VERB
flr-348	81	11	and	and	CCONJ
flr-348	81	12	encouraging	encourage	VERB
flr-348	81	13	discussion	discussion	NOUN
flr-348	81	14	,	,	PUNCT
flr-348	81	15	as	as	SCONJ
flr-348	81	16	the	the	DET
flr-348	81	17	aim	aim	NOUN
flr-348	81	18	was	be	AUX
flr-348	81	19	to	to	PART
flr-348	81	20	offer	offer	VERB
flr-348	81	21	collaborative	collaborative	ADJ
flr-348	81	22	experiences	experience	NOUN
flr-348	81	23	between	between	ADP
flr-348	81	24	early	early	ADJ
flr-348	81	25	career	career	NOUN
flr-348	81	26	education	education	NOUN
flr-348	81	27	researchers	researcher	NOUN
flr-348	81	28	.	.	PUNCT
flr-348	82	1	the	the	DET
flr-348	82	2	workshop	workshop	NOUN
flr-348	82	3	facilitators	facilitator	NOUN
flr-348	82	4	only	only	ADV
flr-348	82	5	provided	provide	VERB
flr-348	82	6	a	a	DET
flr-348	82	7	one	one	NUM
flr-348	82	8	-	-	PUNCT
flr-348	82	9	minute	minute	NOUN
flr-348	82	10	introduction	introduction	NOUN
flr-348	82	11	of	of	ADP
flr-348	82	12	each	each	PRON
flr-348	82	13	of	of	ADP
flr-348	82	14	the	the	DET
flr-348	82	15	six	six	NUM
flr-348	82	16	topics	topic	NOUN
flr-348	82	17	outlined	outline	VERB
flr-348	82	18	in	in	ADP
flr-348	82	19	table	table	NOUN
flr-348	82	20	1	1	NUM
flr-348	82	21	before	before	ADP
flr-348	82	22	breaking	break	VERB
flr-348	82	23	into	into	ADP
flr-348	82	24	small	small	ADJ
flr-348	82	25	groups	group	NOUN
flr-348	82	26	and	and	CCONJ
flr-348	82	27	contributed	contribute	VERB
flr-348	82	28	to	to	ADP
flr-348	82	29	discussions	discussion	NOUN
flr-348	82	30	only	only	ADV
flr-348	82	31	to	to	PART
flr-348	82	32	facilitate	facilitate	VERB
flr-348	82	33	conversation	conversation	NOUN
flr-348	82	34	between	between	ADP
flr-348	82	35	participants	participant	NOUN
flr-348	82	36	(	(	PUNCT
flr-348	82	37	i.e.	i.e.	X
flr-348	82	38	,	,	PUNCT
flr-348	82	39	‘	'	PUNCT
flr-348	82	40	what	what	PRON
flr-348	82	41	are	be	AUX
flr-348	82	42	your	your	PRON
flr-348	82	43	thoughts	thought	NOUN
flr-348	82	44	on	on	ADP
flr-348	82	45	this	this	DET
flr-348	82	46	topic	topic	NOUN
flr-348	82	47	?	?	PUNCT
flr-348	82	48	’	'	PUNCT
flr-348	82	49	or	or	CCONJ
flr-348	82	50	‘	'	PUNCT
flr-348	82	51	how	how	SCONJ
flr-348	82	52	does	do	AUX
flr-348	82	53	this	this	PRON
flr-348	82	54	relate	relate	VERB
flr-348	82	55	to	to	ADP
flr-348	82	56	your	your	PRON
flr-348	82	57	own	own	ADJ
flr-348	82	58	work	work	NOUN
flr-348	82	59	?	?	PUNCT
flr-348	82	60	’	'	PUNCT
flr-348	82	61	)	)	PUNCT
flr-348	82	62	.	.	PUNCT
flr-348	83	1	the	the	DET
flr-348	83	2	full	full	ADJ
flr-348	83	3	slides	slide	NOUN
flr-348	83	4	used	use	VERB
flr-348	83	5	by	by	ADP
flr-348	83	6	the	the	DET
flr-348	83	7	facilitators	facilitator	NOUN
flr-348	83	8	during	during	ADP
flr-348	83	9	the	the	DET
flr-348	83	10	workshop	workshop	NOUN
flr-348	83	11	is	be	AUX
flr-348	83	12	available	available	ADJ
flr-348	83	13	online	online	ADV
flr-348	83	14	(	(	PUNCT
flr-348	83	15	see	see	VERB
flr-348	83	16	:	:	PUNCT
flr-348	83	17	https://bit.ly/2mep4u0	https://bit.ly/2mep4u0	INTJ
flr-348	83	18	)	)	PUNCT
flr-348	83	19	.	.	PUNCT
flr-348	84	1	this	this	DET
flr-348	84	2	design	design	NOUN
flr-348	84	3	allowed	allow	VERB
flr-348	84	4	early	early	ADJ
flr-348	84	5	career	career	NOUN
flr-348	84	6	researchers	researcher	NOUN
flr-348	84	7	to	to	PART
flr-348	84	8	contribute	contribute	VERB
flr-348	84	9	their	their	PRON
flr-348	84	10	own	own	ADJ
flr-348	84	11	voices	voice	NOUN
flr-348	84	12	and	and	CCONJ
flr-348	84	13	experiences	experience	NOUN
flr-348	84	14	,	,	PUNCT
flr-348	84	15	as	as	ADV
flr-348	84	16	well	well	ADV
flr-348	84	17	as	as	ADP
flr-348	84	18	reflect	reflect	VERB
flr-348	84	19	upon	upon	SCONJ
flr-348	84	20	their	their	PRON
flr-348	84	21	own	own	ADJ
flr-348	84	22	practices	practice	NOUN
flr-348	84	23	.	.	PUNCT
flr-348	85	1	in	in	ADP
flr-348	85	2	terms	term	NOUN
flr-348	85	3	of	of	ADP
flr-348	85	4	the	the	DET
flr-348	85	5	six	six	NUM
flr-348	85	6	learning	learn	VERB
flr-348	85	7	analytics	analytic	NOUN
flr-348	85	8	topics	topic	NOUN
flr-348	85	9	(	(	PUNCT
flr-348	85	10	table	table	NOUN
flr-348	85	11	1	1	NUM
flr-348	85	12	)	)	PUNCT
flr-348	85	13	,	,	PUNCT
flr-348	85	14	our	our	PRON
flr-348	85	15	aim	aim	NOUN
flr-348	85	16	was	be	AUX
flr-348	85	17	to	to	PART
flr-348	85	18	encourage	encourage	VERB
flr-348	85	19	discussion	discussion	NOUN
flr-348	85	20	around	around	ADP
flr-348	85	21	current	current	ADJ
flr-348	85	22	debates	debate	NOUN
flr-348	85	23	on	on	ADP
flr-348	85	24	these	these	DET
flr-348	85	25	topics	topic	NOUN
flr-348	85	26	while	while	SCONJ
flr-348	85	27	creating	create	VERB
flr-348	85	28	an	an	DET
flr-348	85	29	environment	environment	NOUN
flr-348	85	30	that	that	PRON
flr-348	85	31	allowed	allow	VERB
flr-348	85	32	participants	participant	NOUN
flr-348	85	33	to	to	PART
flr-348	85	34	be	be	AUX
flr-348	85	35	critical	critical	ADJ
flr-348	85	36	about	about	ADP
flr-348	85	37	their	their	PRON
flr-348	85	38	relevance	relevance	NOUN
flr-348	85	39	and	and	CCONJ
flr-348	85	40	contribute	contribute	VERB
flr-348	85	41	their	their	PRON
flr-348	85	42	own	own	ADJ
flr-348	85	43	opinions	opinion	NOUN
flr-348	85	44	.	.	PUNCT
flr-348	86	1	the	the	DET
flr-348	86	2	workshop	workshop	NOUN
flr-348	86	3	design	design	NOUN
flr-348	86	4	further	far	ADV
flr-348	86	5	allowed	allow	VERB
flr-348	86	6	participants	participant	NOUN
flr-348	86	7	to	to	PART
flr-348	86	8	draw	draw	VERB
flr-348	86	9	upon	upon	SCONJ
flr-348	86	10	their	their	PRON
flr-348	86	11	own	own	ADJ
flr-348	86	12	needs	need	NOUN
flr-348	86	13	as	as	ADP
flr-348	86	14	researchers	researcher	NOUN
flr-348	86	15	,	,	PUNCT
flr-348	86	16	including	include	VERB
flr-348	86	17	what	what	PRON
flr-348	86	18	their	their	PRON
flr-348	86	19	practices	practice	NOUN
flr-348	86	20	had	have	AUX
flr-348	86	21	in	in	ADP
flr-348	86	22	common	common	ADJ
flr-348	86	23	with	with	ADP
flr-348	86	24	learning	learn	VERB
flr-348	86	25	analytics	analytic	NOUN
flr-348	86	26	in	in	ADP
flr-348	86	27	the	the	DET
flr-348	86	28	wider	wide	ADJ
flr-348	86	29	field	field	NOUN
flr-348	86	30	,	,	PUNCT
flr-348	86	31	as	as	ADV
flr-348	86	32	well	well	ADV
flr-348	86	33	as	as	ADP
flr-348	86	34	what	what	PRON
flr-348	86	35	is	be	AUX
flr-348	86	36	unique	unique	ADJ
flr-348	86	37	about	about	ADP
flr-348	86	38	their	their	PRON
flr-348	86	39	own	own	ADJ
flr-348	86	40	experiences	experience	NOUN
flr-348	86	41	.	.	PUNCT
flr-348	87	1	during	during	ADP
flr-348	87	2	the	the	DET
flr-348	87	3	full	full	ADJ
flr-348	87	4	group	group	NOUN
flr-348	87	5	discussion	discussion	NOUN
flr-348	87	6	at	at	ADP
flr-348	87	7	the	the	DET
flr-348	87	8	start	start	NOUN
flr-348	87	9	of	of	ADP
flr-348	87	10	the	the	DET
flr-348	87	11	workshop	workshop	NOUN
flr-348	87	12	(	(	PUNCT
flr-348	87	13	activity	activity	NOUN
flr-348	87	14	2	2	NUM
flr-348	87	15	in	in	ADP
flr-348	87	16	table	table	NOUN
flr-348	87	17	2	2	NUM
flr-348	87	18	)	)	PUNCT
flr-348	87	19	,	,	PUNCT
flr-348	87	20	19	19	NUM
flr-348	87	21	of	of	ADP
flr-348	87	22	the	the	DET
flr-348	87	23	25	25	NUM
flr-348	87	24	participants	participant	NOUN
flr-348	87	25	contributed	contribute	VERB
flr-348	87	26	their	their	PRON
flr-348	87	27	opinion	opinion	NOUN
flr-348	87	28	about	about	ADP
flr-348	87	29	the	the	DET
flr-348	87	30	strengths	strength	NOUN
flr-348	87	31	and	and	CCONJ
flr-348	87	32	limitations	limitation	NOUN
flr-348	87	33	of	of	ADP
flr-348	87	34	learning	learn	VERB
flr-348	87	35	analytics	analytic	NOUN
flr-348	87	36	.	.	PUNCT
flr-348	88	1	in	in	ADP
flr-348	88	2	the	the	DET
flr-348	88	3	small	small	ADJ
flr-348	88	4	group	group	NOUN
flr-348	88	5	discussions	discussion	NOUN
flr-348	88	6	(	(	PUNCT
flr-348	88	7	activity	activity	NOUN
flr-348	88	8	3	3	NUM
flr-348	88	9	in	in	ADP
flr-348	88	10	table	table	NOUN
flr-348	88	11	2	2	NUM
flr-348	88	12	)	)	PUNCT
flr-348	88	13	,	,	PUNCT
flr-348	88	14	each	each	PRON
flr-348	88	15	of	of	ADP
flr-348	88	16	the	the	DET
flr-348	88	17	25	25	NUM
flr-348	88	18	participants	participant	NOUN
flr-348	88	19	made	make	VERB
flr-348	88	20	at	at	ADP
flr-348	88	21	least	least	ADV
flr-348	88	22	one	one	NUM
flr-348	88	23	comment	comment	NOUN
flr-348	88	24	about	about	ADP
flr-348	88	25	their	their	PRON
flr-348	88	26	chosen	choose	VERB
flr-348	88	27	small	small	ADJ
flr-348	88	28	group	group	NOUN
flr-348	88	29	discussion	discussion	NOUN
flr-348	88	30	topic	topic	NOUN
flr-348	88	31	.	.	PUNCT
flr-348	89	1	altogether	altogether	ADV
flr-348	89	2	,	,	PUNCT
flr-348	89	3	all	all	DET
flr-348	89	4	participants	participant	NOUN
flr-348	89	5	were	be	AUX
flr-348	89	6	active	active	ADJ
flr-348	89	7	during	during	ADP
flr-348	89	8	the	the	DET
flr-348	89	9	workshop	workshop	NOUN
flr-348	89	10	and	and	CCONJ
flr-348	89	11	most	most	ADV
flr-348	89	12	provided	provide	VERB
flr-348	89	13	substantial	substantial	ADJ
flr-348	89	14	discourse	discourse	NOUN
flr-348	89	15	about	about	ADP
flr-348	89	16	their	their	PRON
flr-348	89	17	opinions	opinion	NOUN
flr-348	89	18	and	and	CCONJ
flr-348	89	19	experiences	experience	NOUN
flr-348	89	20	.	.	PUNCT
flr-348	90	1	3.3	3.3	NUM
flr-348	90	2	participants	participant	NOUN
flr-348	90	3	workshop	workshop	NOUN
flr-348	90	4	participants	participant	NOUN
flr-348	90	5	were	be	AUX
flr-348	90	6	recruited	recruit	VERB
flr-348	90	7	via	via	ADP
flr-348	90	8	the	the	DET
flr-348	90	9	earli	earli	ADJ
flr-348	90	10	jure	jure	NOUN
flr-348	90	11	conference	conference	NOUN
flr-348	90	12	registration	registration	NOUN
flr-348	90	13	process	process	NOUN
flr-348	90	14	and	and	CCONJ
flr-348	90	15	25	25	NUM
flr-348	90	16	conference	conference	NOUN
flr-348	90	17	attendees	attendee	NOUN
flr-348	90	18	joined	join	VERB
flr-348	90	19	the	the	DET
flr-348	90	20	session	session	NOUN
flr-348	90	21	.	.	PUNCT
flr-348	91	1	overall	overall	ADV
flr-348	91	2	,	,	PUNCT
flr-348	91	3	there	there	PRON
flr-348	91	4	was	be	VERB
flr-348	91	5	a	a	DET
flr-348	91	6	wide	wide	ADJ
flr-348	91	7	range	range	NOUN
flr-348	91	8	of	of	ADP
flr-348	91	9	participants	participant	NOUN
flr-348	91	10	,	,	PUNCT
flr-348	91	11	including	include	VERB
flr-348	91	12	phd	phd	NOUN
flr-348	91	13	students	student	NOUN
flr-348	91	14	,	,	PUNCT
flr-348	91	15	postdoctoral	postdoctoral	ADJ
flr-348	91	16	researchers	researcher	NOUN
flr-348	91	17	,	,	PUNCT
flr-348	91	18	those	those	PRON
flr-348	91	19	from	from	ADP
flr-348	91	20	non	non	ADJ
flr-348	91	21	-	-	ADJ
flr-348	91	22	academic	academic	ADJ
flr-348	91	23	sectors	sector	NOUN
flr-348	91	24	(	(	PUNCT
flr-348	91	25	e.g.	e.g.	ADV
flr-348	91	26	,	,	PUNCT
flr-348	91	27	non	non	ADJ
flr-348	91	28	-	-	ADJ
flr-348	91	29	profit	profit	ADJ
flr-348	91	30	or	or	CCONJ
flr-348	91	31	regulatory	regulatory	ADJ
flr-348	91	32	bodies	body	NOUN
flr-348	91	33	)	)	PUNCT
flr-348	91	34	,	,	PUNCT
flr-348	91	35	and	and	CCONJ
flr-348	91	36	policymakers	policymaker	NOUN
flr-348	91	37	.	.	PUNCT
flr-348	92	1	in	in	ADP
flr-348	92	2	terms	term	NOUN
flr-348	92	3	of	of	ADP
flr-348	92	4	geographical	geographical	ADJ
flr-348	92	5	spread	spread	NOUN
flr-348	92	6	,	,	PUNCT
flr-348	92	7	participants	participant	NOUN
flr-348	92	8	were	be	AUX
flr-348	92	9	from	from	ADP
flr-348	92	10	belgium	belgium	PROPN
flr-348	92	11	,	,	PUNCT
flr-348	92	12	canada	canada	PROPN
flr-348	92	13	,	,	PUNCT
flr-348	92	14	china	china	PROPN
flr-348	92	15	,	,	PUNCT
flr-348	92	16	germany	germany	PROPN
flr-348	92	17	,	,	PUNCT
flr-348	92	18	finland	finland	PROPN
flr-348	92	19	,	,	PUNCT
flr-348	92	20	the	the	DET
flr-348	92	21	netherlands	netherlands	PROPN
flr-348	92	22	,	,	PUNCT
flr-348	92	23	pakistan	pakistan	PROPN
flr-348	92	24	,	,	PUNCT
flr-348	92	25	spain	spain	PROPN
flr-348	92	26	,	,	PUNCT
flr-348	92	27	singapore	singapore	PROPN
flr-348	92	28	,	,	PUNCT
flr-348	92	29	vietnam	vietnam	PROPN
flr-348	92	30	,	,	PUNCT
flr-348	92	31	the	the	DET
flr-348	92	32	united	united	ADJ
flr-348	92	33	kingdom	kingdom	PROPN
flr-348	92	34	,	,	PUNCT
flr-348	92	35	and	and	CCONJ
flr-348	92	36	the	the	DET
flr-348	92	37	united	united	PROPN
flr-348	92	38	states	states	PROPN
flr-348	92	39	.	.	PUNCT
flr-348	93	1	although	although	SCONJ
flr-348	93	2	all	all	DET
flr-348	93	3	participants	participant	NOUN
flr-348	93	4	were	be	AUX
flr-348	93	5	conducting	conduct	VERB
flr-348	93	6	education	education	NOUN
flr-348	93	7	-	-	PUNCT
flr-348	93	8	related	relate	VERB
flr-348	93	9	research	research	NOUN
flr-348	93	10	,	,	PUNCT
flr-348	93	11	they	they	PRON
flr-348	93	12	also	also	ADV
flr-348	93	13	came	come	VERB
flr-348	93	14	from	from	ADP
flr-348	93	15	a	a	DET
flr-348	93	16	variety	variety	NOUN
flr-348	93	17	of	of	ADP
flr-348	93	18	disciplines	discipline	NOUN
flr-348	93	19	(	(	PUNCT
flr-348	93	20	e.g.	e.g.	ADV
flr-348	93	21	,	,	PUNCT
flr-348	93	22	educational	educational	ADJ
flr-348	93	23	technology	technology	NOUN
flr-348	93	24	,	,	PUNCT
flr-348	93	25	computer	computer	NOUN
flr-348	93	26	science	science	NOUN
flr-348	93	27	,	,	PUNCT
flr-348	93	28	learning	learn	VERB
flr-348	93	29	sciences	science	NOUN
flr-348	93	30	,	,	PUNCT
flr-348	93	31	primary	primary	ADJ
flr-348	93	32	education	education	NOUN
flr-348	93	33	,	,	PUNCT
flr-348	93	34	secondary	secondary	ADJ
flr-348	93	35	education	education	NOUN
flr-348	93	36	,	,	PUNCT
flr-348	93	37	higher	high	ADJ
flr-348	93	38	education	education	NOUN
flr-348	93	39	,	,	PUNCT
flr-348	93	40	educational	educational	ADJ
flr-348	93	41	psychology	psychology	NOUN
flr-348	93	42	,	,	PUNCT
flr-348	93	43	etc	etc	X
flr-348	93	44	.	.	X
flr-348	93	45	)	)	PUNCT
flr-348	93	46	.	.	PUNCT
flr-348	94	1	following	follow	VERB
flr-348	94	2	the	the	DET
flr-348	94	3	workshop	workshop	NOUN
flr-348	94	4	,	,	PUNCT
flr-348	94	5	four	four	NUM
flr-348	94	6	participants	participant	NOUN
flr-348	94	7	collaborated	collaborate	VERB
flr-348	94	8	with	with	ADP
flr-348	94	9	the	the	DET
flr-348	94	10	research	research	NOUN
flr-348	94	11	team	team	NOUN
flr-348	94	12	as	as	ADP
flr-348	94	13	co	co	NOUN
flr-348	94	14	-	-	NOUN
flr-348	94	15	researchers	researcher	NOUN
flr-348	94	16	in	in	ADP
flr-348	94	17	this	this	DET
flr-348	94	18	study	study	NOUN
flr-348	94	19	and	and	CCONJ
flr-348	94	20	contributed	contribute	VERB
flr-348	94	21	to	to	ADP
flr-348	94	22	the	the	DET
flr-348	94	23	analysis	analysis	NOUN
flr-348	94	24	and	and	CCONJ
flr-348	94	25	writing	writing	NOUN
flr-348	94	26	.	.	PUNCT
flr-348	95	1	the	the	DET
flr-348	95	2	research	research	NOUN
flr-348	95	3	team	team	NOUN
flr-348	95	4	was	be	AUX
flr-348	95	5	a	a	DET
flr-348	95	6	diverse	diverse	ADJ
flr-348	95	7	mix	mix	NOUN
flr-348	95	8	of	of	ADP
flr-348	95	9	early	early	ADJ
flr-348	95	10	career	career	NOUN
flr-348	95	11	researchers	researcher	NOUN
flr-348	95	12	from	from	ADP
flr-348	95	13	canada	canada	PROPN
flr-348	95	14	,	,	PUNCT
flr-348	95	15	the	the	DET
flr-348	95	16	netherlands	netherlands	PROPN
flr-348	95	17	,	,	PUNCT
flr-348	95	18	uk	uk	PROPN
flr-348	95	19	,	,	PUNCT
flr-348	95	20	usa	usa	PROPN
flr-348	95	21	,	,	PUNCT
flr-348	95	22	and	and	CCONJ
flr-348	95	23	vietnam	vietnam	PROPN
flr-348	95	24	,	,	PUNCT
flr-348	95	25	who	who	PRON
flr-348	95	26	conducted	conduct	VERB
flr-348	95	27	research	research	NOUN
flr-348	95	28	in	in	ADP
flr-348	95	29	canada	canada	PROPN
flr-348	95	30	,	,	PUNCT
flr-348	95	31	the	the	DET
flr-348	95	32	netherlands	netherlands	PROPN
flr-348	95	33	,	,	PUNCT
flr-348	95	34	and	and	CCONJ
flr-348	95	35	the	the	DET
flr-348	95	36	uk	uk	PROPN
flr-348	95	37	.	.	PUNCT
flr-348	96	1	this	this	DET
flr-348	96	2	collaboration	collaboration	NOUN
flr-348	96	3	ensured	ensure	VERB
flr-348	96	4	the	the	DET
flr-348	96	5	credibility	credibility	NOUN
flr-348	96	6	and	and	CCONJ
flr-348	96	7	authenticity	authenticity	NOUN
flr-348	96	8	of	of	ADP
flr-348	96	9	the	the	DET
flr-348	96	10	findings	finding	NOUN
flr-348	96	11	and	and	CCONJ
flr-348	96	12	contributed	contribute	VERB
flr-348	96	13	to	to	ADP
flr-348	96	14	the	the	DET
flr-348	96	15	validity	validity	NOUN
flr-348	96	16	by	by	ADP
flr-348	96	17	‘	'	PUNCT
flr-348	96	18	building	build	VERB
flr-348	96	19	the	the	DET
flr-348	96	20	participant	participant	NOUN
flr-348	96	21	’s	’s	PART
flr-348	96	22	view	view	NOUN
flr-348	96	23	into	into	ADP
flr-348	96	24	the	the	DET
flr-348	96	25	study	study	NOUN
flr-348	96	26	’	'	PUNCT
flr-348	96	27	(	(	PUNCT
flr-348	96	28	creswell	creswell	PROPN
flr-348	96	29	&	&	CCONJ
flr-348	96	30	miller	miller	PROPN
flr-348	96	31	,	,	PUNCT
flr-348	96	32	2000	2000	NUM
flr-348	96	33	,	,	PUNCT
flr-348	96	34	p.	p.	NOUN
flr-348	96	35	128	128	NUM
flr-348	96	36	)	)	PUNCT
flr-348	96	37	.	.	PUNCT
flr-348	97	1	3.4	3.4	NUM
flr-348	97	2	instruments	instrument	NOUN
flr-348	97	3	3.4.1	3.4.1	NUM
flr-348	97	4	online	online	ADJ
flr-348	97	5	surveys	survey	NOUN
flr-348	97	6	an	an	DET
flr-348	97	7	online	online	ADJ
flr-348	97	8	survey	survey	NOUN
flr-348	97	9	tool	tool	NOUN
flr-348	97	10	(	(	PUNCT
flr-348	97	11	pollev.com	pollev.com	X
flr-348	97	12	)	)	PUNCT
flr-348	97	13	was	be	AUX
flr-348	97	14	used	use	VERB
flr-348	97	15	to	to	PART
flr-348	97	16	probe	probe	VERB
flr-348	97	17	six	six	NUM
flr-348	97	18	questions	question	NOUN
flr-348	97	19	to	to	ADP
flr-348	97	20	participants	participant	NOUN
flr-348	97	21	during	during	ADP
flr-348	97	22	the	the	DET
flr-348	97	23	workshop	workshop	NOUN
flr-348	97	24	.	.	PUNCT
flr-348	98	1	these	these	DET
flr-348	98	2	questions	question	NOUN
flr-348	98	3	are	be	AUX
flr-348	98	4	outlined	outline	VERB
flr-348	98	5	in	in	ADP
flr-348	98	6	table	table	NOUN
flr-348	98	7	3	3	NUM
flr-348	98	8	.	.	PUNCT
flr-348	99	1	in	in	ADP
flr-348	99	2	total	total	ADJ
flr-348	99	3	,	,	PUNCT
flr-348	99	4	17	17	NUM
flr-348	99	5	to	to	PART
flr-348	99	6	20	20	NUM
flr-348	99	7	participants	participant	NOUN
flr-348	99	8	completed	complete	VERB
flr-348	99	9	each	each	PRON
flr-348	99	10	of	of	ADP
flr-348	99	11	the	the	DET
flr-348	99	12	questions	question	NOUN
flr-348	99	13	at	at	ADP
flr-348	99	14	the	the	DET
flr-348	99	15	start	start	NOUN
flr-348	99	16	of	of	ADP
flr-348	99	17	the	the	DET
flr-348	99	18	workshop	workshop	NOUN
flr-348	99	19	(	(	PUNCT
flr-348	99	20	questions	question	NOUN
flr-348	99	21	1	1	NUM
flr-348	99	22	-	-	SYM
flr-348	99	23	4	4	NUM
flr-348	99	24	)	)	PUNCT
flr-348	99	25	,	,	PUNCT
flr-348	99	26	22	22	NUM
flr-348	99	27	participants	participant	NOUN
flr-348	99	28	completed	complete	VERB
flr-348	99	29	the	the	DET
flr-348	99	30	topic	topic	NOUN
flr-348	99	31	ranking	rank	VERB
flr-348	99	32	activity	activity	NOUN
flr-348	99	33	(	(	PUNCT
flr-348	99	34	question	question	NOUN
flr-348	99	35	5	5	NUM
flr-348	99	36	)	)	PUNCT
flr-348	99	37	,	,	PUNCT
flr-348	99	38	and	and	CCONJ
flr-348	99	39	13	13	NUM
flr-348	99	40	participants	participant	NOUN
flr-348	99	41	completed	complete	VERB
flr-348	99	42	end	end	NOUN
flr-348	99	43	-	-	PUNCT
flr-348	99	44	of	of	ADP
flr-348	99	45	-	-	PUNCT
flr-348	99	46	workshop	workshop	NOUN
flr-348	99	47	satisfaction	satisfaction	NOUN
flr-348	99	48	questions	question	NOUN
flr-348	99	49	(	(	PUNCT
flr-348	99	50	questions	question	NOUN
flr-348	99	51	6	6	NUM
flr-348	99	52	-	-	SYM
flr-348	99	53	7	7	NUM
flr-348	99	54	)	)	PUNCT
flr-348	99	55	.	.	PUNCT
flr-348	100	1	descriptive	descriptive	ADJ
flr-348	100	2	statistics	statistic	NOUN
flr-348	100	3	of	of	ADP
flr-348	100	4	our	our	PRON
flr-348	100	5	findings	finding	NOUN
flr-348	100	6	from	from	ADP
flr-348	100	7	these	these	DET
flr-348	100	8	questions	question	NOUN
flr-348	100	9	are	be	AUX
flr-348	100	10	compiled	compile	VERB
flr-348	100	11	in	in	ADP
flr-348	100	12	the	the	DET
flr-348	100	13	results	result	NOUN
flr-348	100	14	section	section	NOUN
flr-348	100	15	to	to	PART
flr-348	100	16	provide	provide	VERB
flr-348	100	17	a	a	DET
flr-348	100	18	general	general	ADJ
flr-348	100	19	understanding	understanding	NOUN
flr-348	100	20	of	of	ADP
flr-348	100	21	participants	participant	NOUN
flr-348	100	22	’	'	PUNCT
flr-348	100	23	backgrounds	background	NOUN
flr-348	100	24	and	and	CCONJ
flr-348	100	25	views	view	NOUN
flr-348	100	26	on	on	ADP
flr-348	100	27	learning	learn	VERB
flr-348	100	28	analytics	analytic	NOUN
flr-348	100	29	and	and	CCONJ
flr-348	100	30	its	its	PRON
flr-348	100	31	applicability	applicability	NOUN
flr-348	100	32	to	to	ADP
flr-348	100	33	their	their	PRON
flr-348	100	34	own	own	ADJ
flr-348	100	35	research	research	NOUN
flr-348	100	36	.	.	PUNCT
flr-348	101	1	table	table	NOUN
flr-348	101	2	3	3	NUM
flr-348	101	3	survey	survey	NOUN
flr-348	101	4	questions	question	NOUN
flr-348	101	5	asked	ask	VERB
flr-348	101	6	of	of	ADP
flr-348	101	7	participants	participant	NOUN
flr-348	101	8	3.4.2	3.4.2	NUM
flr-348	101	9	transcripts	transcript	NOUN
flr-348	101	10	of	of	ADP
flr-348	101	11	discussions	discussion	NOUN
flr-348	101	12	both	both	CCONJ
flr-348	101	13	large	large	ADJ
flr-348	101	14	and	and	CCONJ
flr-348	101	15	small	small	ADJ
flr-348	101	16	group	group	NOUN
flr-348	101	17	discussions	discussion	NOUN
flr-348	101	18	were	be	AUX
flr-348	101	19	recorded	record	VERB
flr-348	101	20	during	during	ADP
flr-348	101	21	the	the	DET
flr-348	101	22	workshop	workshop	NOUN
flr-348	101	23	and	and	CCONJ
flr-348	101	24	transcribed	transcribe	VERB
flr-348	101	25	verbatim	verbatim	ADJ
flr-348	101	26	.	.	PUNCT
flr-348	102	1	the	the	DET
flr-348	102	2	workshop	workshop	NOUN
flr-348	102	3	facilitators	facilitator	NOUN
flr-348	102	4	also	also	ADV
flr-348	102	5	wrote	write	VERB
flr-348	102	6	discussion	discussion	NOUN
flr-348	102	7	points	point	NOUN
flr-348	102	8	and	and	CCONJ
flr-348	102	9	perspectives	perspective	NOUN
flr-348	102	10	from	from	ADP
flr-348	102	11	participants	participant	NOUN
flr-348	102	12	on	on	ADP
flr-348	102	13	flipcharts	flipchart	NOUN
flr-348	102	14	,	,	PUNCT
flr-348	102	15	which	which	PRON
flr-348	102	16	served	serve	VERB
flr-348	102	17	as	as	ADP
flr-348	102	18	a	a	DET
flr-348	102	19	secondary	secondary	ADJ
flr-348	102	20	data	data	NOUN
flr-348	102	21	source	source	NOUN
flr-348	102	22	for	for	ADP
flr-348	102	23	qualitative	qualitative	ADJ
flr-348	102	24	analysis	analysis	NOUN
flr-348	102	25	.	.	PUNCT
flr-348	103	1	in	in	ADP
flr-348	103	2	total	total	ADJ
flr-348	103	3	,	,	PUNCT
flr-348	103	4	eight	eight	NUM
flr-348	103	5	transcripts	transcript	NOUN
flr-348	103	6	and	and	CCONJ
flr-348	103	7	three	three	NUM
flr-348	103	8	documents	document	NOUN
flr-348	103	9	were	be	AUX
flr-348	103	10	used	use	VERB
flr-348	103	11	to	to	PART
flr-348	103	12	inform	inform	VERB
flr-348	103	13	our	our	PRON
flr-348	103	14	findings	finding	NOUN
flr-348	103	15	.	.	PUNCT
flr-348	104	1	although	although	SCONJ
flr-348	104	2	workshop	workshop	NOUN
flr-348	104	3	participants	participant	NOUN
flr-348	104	4	were	be	AUX
flr-348	104	5	split	split	VERB
flr-348	104	6	into	into	ADP
flr-348	104	7	small	small	ADJ
flr-348	104	8	groups	group	NOUN
flr-348	104	9	to	to	PART
flr-348	104	10	discuss	discuss	VERB
flr-348	104	11	different	different	ADJ
flr-348	104	12	topics	topic	NOUN
flr-348	104	13	during	during	ADP
flr-348	104	14	activity	activity	NOUN
flr-348	104	15	3	3	NUM
flr-348	104	16	(	(	PUNCT
flr-348	104	17	table	table	NOUN
flr-348	104	18	2	2	NUM
flr-348	104	19	)	)	PUNCT
flr-348	104	20	,	,	PUNCT
flr-348	104	21	we	we	PRON
flr-348	104	22	were	be	AUX
flr-348	104	23	interested	interested	ADJ
flr-348	104	24	in	in	ADP
flr-348	104	25	understanding	understand	VERB
flr-348	104	26	the	the	DET
flr-348	104	27	common	common	ADJ
flr-348	104	28	and	and	CCONJ
flr-348	104	29	overarching	overarching	ADJ
flr-348	104	30	themes	theme	NOUN
flr-348	104	31	that	that	PRON
flr-348	104	32	emerged	emerge	VERB
flr-348	104	33	across	across	ADP
flr-348	104	34	the	the	DET
flr-348	104	35	six	six	NUM
flr-348	104	36	discussion	discussion	NOUN
flr-348	104	37	topics	topic	NOUN
flr-348	104	38	.	.	PUNCT
flr-348	105	1	as	as	ADP
flr-348	105	2	such	such	ADJ
flr-348	105	3	,	,	PUNCT
flr-348	105	4	we	we	PRON
flr-348	105	5	used	use	VERB
flr-348	105	6	a	a	DET
flr-348	105	7	thematic	thematic	ADJ
flr-348	105	8	analysis	analysis	NOUN
flr-348	105	9	method	method	NOUN
flr-348	105	10	,	,	PUNCT
flr-348	105	11	as	as	SCONJ
flr-348	105	12	described	describe	VERB
flr-348	105	13	by	by	ADP
flr-348	105	14	lichtman	lichtman	NOUN
flr-348	105	15	(	(	PUNCT
flr-348	105	16	2013	2013	NUM
flr-348	105	17	)	)	PUNCT
flr-348	105	18	,	,	PUNCT
flr-348	105	19	to	to	PART
flr-348	105	20	summarise	summarise	VERB
flr-348	105	21	and	and	CCONJ
flr-348	105	22	group	group	NOUN
flr-348	105	23	common	common	ADJ
flr-348	105	24	themes	theme	NOUN
flr-348	105	25	across	across	ADP
flr-348	105	26	all	all	DET
flr-348	105	27	the	the	DET
flr-348	105	28	data	datum	NOUN
flr-348	105	29	available	available	ADJ
flr-348	105	30	from	from	ADP
flr-348	105	31	this	this	DET
flr-348	105	32	workshop	workshop	NOUN
flr-348	105	33	,	,	PUNCT
flr-348	105	34	including	include	VERB
flr-348	105	35	whole	whole	ADJ
flr-348	105	36	group	group	NOUN
flr-348	105	37	discussions	discussion	NOUN
flr-348	105	38	,	,	PUNCT
flr-348	105	39	small	small	ADJ
flr-348	105	40	group	group	NOUN
flr-348	105	41	discussions	discussion	NOUN
flr-348	105	42	,	,	PUNCT
flr-348	105	43	workshop	workshop	NOUN
flr-348	105	44	notes	note	NOUN
flr-348	105	45	,	,	PUNCT
flr-348	105	46	and	and	CCONJ
flr-348	105	47	facilitator	facilitator	NOUN
flr-348	105	48	notes	note	NOUN
flr-348	105	49	and	and	CCONJ
flr-348	105	50	reflections	reflection	NOUN
flr-348	105	51	.	.	PUNCT
flr-348	106	1	for	for	ADP
flr-348	106	2	the	the	DET
flr-348	106	3	first	first	ADJ
flr-348	106	4	stage	stage	NOUN
flr-348	106	5	of	of	ADP
flr-348	106	6	the	the	DET
flr-348	106	7	thematic	thematic	ADJ
flr-348	106	8	analysis	analysis	NOUN
flr-348	106	9	,	,	PUNCT
flr-348	106	10	each	each	DET
flr-348	106	11	member	member	NOUN
flr-348	106	12	of	of	ADP
flr-348	106	13	the	the	DET
flr-348	106	14	research	research	NOUN
flr-348	106	15	team	team	NOUN
flr-348	106	16	provided	provide	VERB
flr-348	106	17	an	an	DET
flr-348	106	18	initial	initial	ADJ
flr-348	106	19	summary	summary	NOUN
flr-348	106	20	of	of	ADP
flr-348	106	21	key	key	ADJ
flr-348	106	22	emergent	emergent	ADJ
flr-348	106	23	themes	theme	NOUN
flr-348	106	24	for	for	ADP
flr-348	106	25	one	one	NUM
flr-348	106	26	of	of	ADP
flr-348	106	27	the	the	DET
flr-348	106	28	transcripts	transcript	NOUN
flr-348	106	29	or	or	CCONJ
flr-348	106	30	data	datum	NOUN
flr-348	106	31	sources	source	NOUN
flr-348	106	32	,	,	PUNCT
flr-348	106	33	which	which	PRON
flr-348	106	34	were	be	AUX
flr-348	106	35	then	then	ADV
flr-348	106	36	each	each	PRON
flr-348	106	37	reviewed	review	VERB
flr-348	106	38	and	and	CCONJ
flr-348	106	39	confirmed	confirm	VERB
flr-348	106	40	by	by	ADP
flr-348	106	41	two	two	NUM
flr-348	106	42	additional	additional	ADJ
flr-348	106	43	members	member	NOUN
flr-348	106	44	of	of	ADP
flr-348	106	45	the	the	DET
flr-348	106	46	research	research	NOUN
flr-348	106	47	team	team	NOUN
flr-348	106	48	for	for	ADP
flr-348	106	49	accuracy	accuracy	NOUN
flr-348	106	50	and	and	CCONJ
flr-348	106	51	reliability	reliability	NOUN
flr-348	106	52	.	.	PUNCT
flr-348	107	1	in	in	ADP
flr-348	107	2	the	the	DET
flr-348	107	3	next	next	ADJ
flr-348	107	4	stage	stage	NOUN
flr-348	107	5	,	,	PUNCT
flr-348	107	6	the	the	DET
flr-348	107	7	themes	theme	NOUN
flr-348	107	8	from	from	ADP
flr-348	107	9	each	each	DET
flr-348	107	10	data	datum	NOUN
flr-348	107	11	source	source	NOUN
flr-348	107	12	were	be	AUX
flr-348	107	13	then	then	ADV
flr-348	107	14	combined	combine	VERB
flr-348	107	15	to	to	PART
flr-348	107	16	develop	develop	VERB
flr-348	107	17	an	an	DET
flr-348	107	18	overarching	overarching	ADJ
flr-348	107	19	coding	code	VERB
flr-348	107	20	book	book	NOUN
flr-348	107	21	of	of	ADP
flr-348	107	22	common	common	ADJ
flr-348	107	23	themes	theme	NOUN
flr-348	107	24	across	across	ADP
flr-348	107	25	all	all	DET
flr-348	107	26	data	datum	NOUN
flr-348	107	27	sources	source	NOUN
flr-348	107	28	(	(	PUNCT
flr-348	107	29	as	as	SCONJ
flr-348	107	30	outlined	outline	VERB
flr-348	107	31	in	in	ADP
flr-348	107	32	appendix	appendix	NOUN
flr-348	107	33	1	1	NUM
flr-348	107	34	)	)	PUNCT
flr-348	107	35	.	.	PUNCT
flr-348	108	1	this	this	DET
flr-348	108	2	two	two	NUM
flr-348	108	3	-	-	PUNCT
flr-348	108	4	stage	stage	NOUN
flr-348	108	5	analysis	analysis	NOUN
flr-348	108	6	provided	provide	VERB
flr-348	108	7	an	an	DET
flr-348	108	8	understanding	understanding	NOUN
flr-348	108	9	of	of	ADP
flr-348	108	10	participants	participant	NOUN
flr-348	108	11	’	'	PUNCT
flr-348	108	12	sentiments	sentiment	NOUN
flr-348	108	13	both	both	CCONJ
flr-348	108	14	within	within	ADP
flr-348	108	15	and	and	CCONJ
flr-348	108	16	across	across	ADP
flr-348	108	17	the	the	DET
flr-348	108	18	whole	whole	ADJ
flr-348	108	19	and	and	CCONJ
flr-348	108	20	small	small	ADJ
flr-348	108	21	group	group	NOUN
flr-348	108	22	discussions	discussion	NOUN
flr-348	108	23	.	.	PUNCT
flr-348	109	1	afterwards	afterwards	ADV
flr-348	109	2	,	,	PUNCT
flr-348	109	3	notes	note	NOUN
flr-348	109	4	and	and	CCONJ
flr-348	109	5	reflections	reflection	NOUN
flr-348	109	6	on	on	ADP
flr-348	109	7	these	these	DET
flr-348	109	8	themes	theme	NOUN
flr-348	109	9	were	be	AUX
flr-348	109	10	compared	compare	VERB
flr-348	109	11	between	between	ADP
flr-348	109	12	all	all	DET
flr-348	109	13	authors	author	NOUN
flr-348	109	14	to	to	PART
flr-348	109	15	confirm	confirm	VERB
flr-348	109	16	and	and	CCONJ
flr-348	109	17	validate	validate	VERB
flr-348	109	18	findings	finding	NOUN
flr-348	109	19	,	,	PUNCT
flr-348	109	20	counter	counter	VERB
flr-348	109	21	any	any	DET
flr-348	109	22	disagreements	disagreement	NOUN
flr-348	109	23	,	,	PUNCT
flr-348	109	24	and	and	CCONJ
flr-348	109	25	further	far	ADV
flr-348	109	26	develop	develop	VERB
flr-348	109	27	the	the	DET
flr-348	109	28	narrative	narrative	NOUN
flr-348	109	29	of	of	ADP
flr-348	109	30	our	our	PRON
flr-348	109	31	findings	finding	NOUN
flr-348	109	32	.	.	PUNCT
flr-348	110	1	3.4.3	3.4.3	NUM
flr-348	110	2	post	post	ADJ
flr-348	110	3	-	-	ADJ
flr-348	110	4	workshop	workshop	ADJ
flr-348	110	5	reflections	reflection	NOUN
flr-348	110	6	directly	directly	ADV
flr-348	110	7	after	after	ADP
flr-348	110	8	the	the	DET
flr-348	110	9	workshop	workshop	NOUN
flr-348	110	10	,	,	PUNCT
flr-348	110	11	the	the	DET
flr-348	110	12	three	three	NUM
flr-348	110	13	workshop	workshop	NOUN
flr-348	110	14	facilitators	facilitator	NOUN
flr-348	110	15	and	and	CCONJ
flr-348	110	16	a	a	DET
flr-348	110	17	selection	selection	NOUN
flr-348	110	18	of	of	ADP
flr-348	110	19	workshop	workshop	NOUN
flr-348	110	20	participants	participant	NOUN
flr-348	110	21	met	meet	VERB
flr-348	110	22	to	to	PART
flr-348	110	23	reflect	reflect	VERB
flr-348	110	24	upon	upon	SCONJ
flr-348	110	25	the	the	DET
flr-348	110	26	discussions	discussion	NOUN
flr-348	110	27	and	and	CCONJ
flr-348	110	28	the	the	DET
flr-348	110	29	main	main	ADJ
flr-348	110	30	themes	theme	NOUN
flr-348	110	31	that	that	PRON
flr-348	110	32	emerged	emerge	VERB
flr-348	110	33	within	within	ADP
flr-348	110	34	and	and	CCONJ
flr-348	110	35	across	across	ADP
flr-348	110	36	the	the	DET
flr-348	110	37	six	six	NUM
flr-348	110	38	discussion	discussion	NOUN
flr-348	110	39	topics	topic	NOUN
flr-348	110	40	.	.	PUNCT
flr-348	111	1	this	this	DET
flr-348	111	2	conversation	conversation	NOUN
flr-348	111	3	was	be	AUX
flr-348	111	4	recorded	record	VERB
flr-348	111	5	and	and	CCONJ
flr-348	111	6	transcribed	transcribe	VERB
flr-348	111	7	to	to	PART
flr-348	111	8	inform	inform	VERB
flr-348	111	9	the	the	DET
flr-348	111	10	data	datum	NOUN
flr-348	111	11	analysis	analysis	NOUN
flr-348	111	12	described	describe	VERB
flr-348	111	13	in	in	ADP
flr-348	111	14	section	section	NOUN
flr-348	111	15	3.3.2	3.3.2	NUM
flr-348	111	16	.	.	PUNCT
flr-348	112	1	4	4	NUM
flr-348	112	2	.	.	NOUN
flr-348	112	3	results	result	VERB
flr-348	112	4	the	the	DET
flr-348	112	5	descriptive	descriptive	ADJ
flr-348	112	6	statistics	statistic	NOUN
flr-348	112	7	from	from	ADP
flr-348	112	8	the	the	DET
flr-348	112	9	online	online	ADJ
flr-348	112	10	survey	survey	NOUN
flr-348	112	11	provided	provide	VERB
flr-348	112	12	an	an	DET
flr-348	112	13	overview	overview	NOUN
flr-348	112	14	of	of	ADP
flr-348	112	15	participants	participant	NOUN
flr-348	112	16	’	'	PUNCT
flr-348	112	17	backgrounds	background	NOUN
flr-348	112	18	and	and	CCONJ
flr-348	112	19	views	view	NOUN
flr-348	112	20	towards	towards	ADP
flr-348	112	21	learning	learn	VERB
flr-348	112	22	analytics	analytic	NOUN
flr-348	112	23	.	.	PUNCT
flr-348	113	1	the	the	DET
flr-348	113	2	first	first	ADJ
flr-348	113	3	question	question	NOUN
flr-348	113	4	asked	ask	VERB
flr-348	113	5	on	on	ADP
flr-348	113	6	a	a	DET
flr-348	113	7	1	1	NUM
flr-348	113	8	-	-	SYM
flr-348	113	9	5	5	NUM
flr-348	113	10	scale	scale	NOUN
flr-348	113	11	the	the	DET
flr-348	113	12	degree	degree	NOUN
flr-348	113	13	of	of	ADP
flr-348	113	14	understanding	understand	VERB
flr-348	113	15	participants	participant	NOUN
flr-348	113	16	felt	feel	VERB
flr-348	113	17	they	they	PRON
flr-348	113	18	had	have	VERB
flr-348	113	19	about	about	ADP
flr-348	113	20	learning	learn	VERB
flr-348	113	21	analytics	analytic	NOUN
flr-348	113	22	(	(	PUNCT
flr-348	113	23	1	1	NUM
flr-348	113	24	=	=	SYM
flr-348	113	25	no	no	DET
flr-348	113	26	idea	idea	NOUN
flr-348	113	27	and	and	CCONJ
flr-348	113	28	5	5	NUM
flr-348	113	29	=	=	SYM
flr-348	113	30	expert	expert	NOUN
flr-348	113	31	)	)	PUNCT
flr-348	113	32	.	.	PUNCT
flr-348	114	1	to	to	ADP
flr-348	114	2	this	this	PRON
flr-348	114	3	,	,	PUNCT
flr-348	114	4	only	only	ADV
flr-348	114	5	15	15	NUM
flr-348	114	6	%	%	NOUN
flr-348	114	7	(	(	PUNCT
flr-348	114	8	n	n	NOUN
flr-348	114	9	=	=	SYM
flr-348	114	10	3	3	X
flr-348	114	11	)	)	PUNCT
flr-348	114	12	considered	consider	VERB
flr-348	114	13	themselves	themselves	PRON
flr-348	114	14	experts	expert	NOUN
flr-348	114	15	,	,	PUNCT
flr-348	114	16	while	while	SCONJ
flr-348	114	17	the	the	DET
flr-348	114	18	majority	majority	NOUN
flr-348	114	19	(	(	PUNCT
flr-348	114	20	80	80	NUM
flr-348	114	21	%	%	NOUN
flr-348	114	22	,	,	PUNCT
flr-348	114	23	n	n	NOUN
flr-348	114	24	=	=	SYM
flr-348	114	25	16	16	NUM
flr-348	114	26	)	)	PUNCT
flr-348	114	27	rated	rate	VERB
flr-348	114	28	their	their	PRON
flr-348	114	29	understanding	understanding	NOUN
flr-348	114	30	was	be	AUX
flr-348	114	31	somewhere	somewhere	ADV
flr-348	114	32	in	in	ADP
flr-348	114	33	the	the	DET
flr-348	114	34	middle	middle	NOUN
flr-348	114	35	(	(	PUNCT
flr-348	114	36	between	between	ADP
flr-348	114	37	scales	scale	NOUN
flr-348	114	38	2	2	NUM
flr-348	114	39	–	–	PUNCT
flr-348	114	40	4	4	NUM
flr-348	114	41	)	)	PUNCT
flr-348	114	42	.	.	PUNCT
flr-348	115	1	we	we	PRON
flr-348	115	2	next	next	ADV
flr-348	115	3	asked	ask	VERB
flr-348	115	4	whether	whether	SCONJ
flr-348	115	5	participants	participant	NOUN
flr-348	115	6	felt	feel	VERB
flr-348	115	7	that	that	SCONJ
flr-348	115	8	learning	learn	VERB
flr-348	115	9	analytics	analytic	NOUN
flr-348	115	10	was	be	AUX
flr-348	115	11	relevant	relevant	ADJ
flr-348	115	12	to	to	ADP
flr-348	115	13	their	their	PRON
flr-348	115	14	own	own	ADJ
flr-348	115	15	research	research	NOUN
flr-348	115	16	on	on	ADP
flr-348	115	17	a	a	DET
flr-348	115	18	1	1	NUM
flr-348	115	19	-	-	SYM
flr-348	115	20	5	5	NUM
flr-348	115	21	scale	scale	NOUN
flr-348	115	22	(	(	PUNCT
flr-348	115	23	1	1	NUM
flr-348	115	24	=	=	SYM
flr-348	115	25	irrelevant	irrelevant	ADJ
flr-348	115	26	,	,	PUNCT
flr-348	115	27	5	5	NUM
flr-348	115	28	=	=	SYM
flr-348	115	29	extremely	extremely	ADV
flr-348	115	30	relevant	relevant	ADJ
flr-348	115	31	)	)	PUNCT
flr-348	115	32	and	and	CCONJ
flr-348	115	33	the	the	DET
flr-348	115	34	majority	majority	NOUN
flr-348	115	35	(	(	PUNCT
flr-348	115	36	80	80	NUM
flr-348	115	37	%	%	NOUN
flr-348	115	38	,	,	PUNCT
flr-348	115	39	n	n	NOUN
flr-348	115	40	=	=	SYM
flr-348	115	41	16	16	NUM
flr-348	115	42	)	)	PUNCT
flr-348	115	43	agreed	agree	VERB
flr-348	115	44	(	(	PUNCT
flr-348	115	45	scored	score	VERB
flr-348	115	46	3	3	NUM
flr-348	115	47	and	and	CCONJ
flr-348	115	48	above	above	ADV
flr-348	115	49	)	)	PUNCT
flr-348	115	50	.	.	PUNCT
flr-348	116	1	most	most	ADJ
flr-348	116	2	participants	participant	NOUN
flr-348	116	3	(	(	PUNCT
flr-348	116	4	83	83	NUM
flr-348	116	5	%	%	NOUN
flr-348	116	6	,	,	PUNCT
flr-348	116	7	n	n	PROPN
flr-348	116	8	=	=	SYM
flr-348	116	9	17	17	NUM
flr-348	116	10	)	)	PUNCT
flr-348	116	11	also	also	ADV
flr-348	116	12	felt	feel	VERB
flr-348	116	13	that	that	SCONJ
flr-348	116	14	learning	learn	VERB
flr-348	116	15	analytics	analytic	NOUN
flr-348	116	16	are	be	AUX
flr-348	116	17	of	of	ADP
flr-348	116	18	importance	importance	NOUN
flr-348	116	19	for	for	ADP
flr-348	116	20	their	their	PRON
flr-348	116	21	universities	university	NOUN
flr-348	116	22	(	(	PUNCT
flr-348	116	23	scored	score	VERB
flr-348	116	24	3	3	NUM
flr-348	116	25	and	and	CCONJ
flr-348	116	26	above	above	ADV
flr-348	116	27	)	)	PUNCT
flr-348	116	28	.	.	PUNCT
flr-348	117	1	overall	overall	ADV
flr-348	117	2	,	,	PUNCT
flr-348	117	3	despite	despite	SCONJ
flr-348	117	4	a	a	DET
flr-348	117	5	large	large	ADJ
flr-348	117	6	variation	variation	NOUN
flr-348	117	7	in	in	ADP
flr-348	117	8	terms	term	NOUN
flr-348	117	9	of	of	ADP
flr-348	117	10	the	the	DET
flr-348	117	11	level	level	NOUN
flr-348	117	12	of	of	ADP
flr-348	117	13	familiarity	familiarity	NOUN
flr-348	117	14	with	with	ADP
flr-348	117	15	learning	learn	VERB
flr-348	117	16	analytics	analytic	NOUN
flr-348	117	17	,	,	PUNCT
flr-348	117	18	the	the	DET
flr-348	117	19	majority	majority	NOUN
flr-348	117	20	of	of	ADP
flr-348	117	21	early	early	ADJ
flr-348	117	22	career	career	NOUN
flr-348	117	23	education	education	NOUN
flr-348	117	24	researchers	researcher	NOUN
flr-348	117	25	indicated	indicate	VERB
flr-348	117	26	that	that	SCONJ
flr-348	117	27	learning	learn	VERB
flr-348	117	28	analytics	analytic	NOUN
flr-348	117	29	is	be	AUX
flr-348	117	30	relevant	relevant	ADJ
flr-348	117	31	to	to	ADP
flr-348	117	32	their	their	PRON
flr-348	117	33	work	work	NOUN
flr-348	117	34	and	and	CCONJ
flr-348	117	35	institutions	institution	NOUN
flr-348	117	36	.	.	PUNCT
flr-348	118	1	4.1	4.1	NUM
flr-348	118	2	rq	rq	NOUN
flr-348	118	3	1	1	NUM
flr-348	118	4	.	.	PUNCT
flr-348	118	5	main	main	ADJ
flr-348	118	6	strengths	strength	NOUN
flr-348	118	7	and	and	CCONJ
flr-348	118	8	limitations	limitation	NOUN
flr-348	118	9	of	of	ADP
flr-348	118	10	learning	learn	VERB
flr-348	118	11	analytics	analytic	NOUN
flr-348	118	12	in	in	ADP
flr-348	118	13	the	the	DET
flr-348	118	14	opening	open	VERB
flr-348	118	15	large	large	ADJ
flr-348	118	16	-	-	PUNCT
flr-348	118	17	group	group	NOUN
flr-348	118	18	discussion	discussion	NOUN
flr-348	118	19	,	,	PUNCT
flr-348	118	20	participants	participant	NOUN
flr-348	118	21	outlined	outline	VERB
flr-348	118	22	a	a	DET
flr-348	118	23	number	number	NOUN
flr-348	118	24	of	of	ADP
flr-348	118	25	key	key	ADJ
flr-348	118	26	strengths	strength	NOUN
flr-348	118	27	and	and	CCONJ
flr-348	118	28	weaknesses	weakness	NOUN
flr-348	118	29	of	of	ADP
flr-348	118	30	learning	learn	VERB
flr-348	118	31	analytics	analytic	NOUN
flr-348	118	32	,	,	PUNCT
flr-348	118	33	which	which	PRON
flr-348	118	34	is	be	AUX
flr-348	118	35	summarised	summarise	VERB
flr-348	118	36	in	in	ADP
flr-348	118	37	table	table	NOUN
flr-348	118	38	4	4	NUM
flr-348	118	39	.	.	PUNCT
flr-348	118	40	perspectives	perspective	NOUN
flr-348	118	41	were	be	AUX
flr-348	118	42	provided	provide	VERB
flr-348	118	43	from	from	ADP
flr-348	118	44	19	19	NUM
flr-348	118	45	of	of	ADP
flr-348	118	46	the	the	DET
flr-348	118	47	25	25	NUM
flr-348	118	48	participants	participant	NOUN
flr-348	118	49	during	during	ADP
flr-348	118	50	this	this	DET
flr-348	118	51	portion	portion	NOUN
flr-348	118	52	of	of	ADP
flr-348	118	53	the	the	DET
flr-348	118	54	workshop	workshop	NOUN
flr-348	118	55	,	,	PUNCT
flr-348	118	56	indicating	indicate	VERB
flr-348	118	57	high	high	ADJ
flr-348	118	58	participation	participation	NOUN
flr-348	118	59	across	across	ADP
flr-348	118	60	the	the	DET
flr-348	118	61	full	full	ADJ
flr-348	118	62	sample	sample	NOUN
flr-348	118	63	.	.	PUNCT
flr-348	119	1	table	table	NOUN
flr-348	119	2	4	4	NUM
flr-348	119	3	main	main	ADJ
flr-348	119	4	strengths	strength	NOUN
flr-348	119	5	and	and	CCONJ
flr-348	119	6	limitations	limitation	NOUN
flr-348	119	7	from	from	ADP
flr-348	119	8	the	the	DET
flr-348	119	9	opening	opening	NOUN
flr-348	119	10	session	session	NOUN
flr-348	119	11	at	at	ADP
flr-348	119	12	the	the	DET
flr-348	119	13	jure	jure	NOUN
flr-348	119	14	workshop	workshop	NOUN
flr-348	119	15	in	in	ADP
flr-348	119	16	terms	term	NOUN
flr-348	119	17	of	of	ADP
flr-348	119	18	strengths	strength	NOUN
flr-348	119	19	,	,	PUNCT
flr-348	119	20	participants	participant	NOUN
flr-348	119	21	indicated	indicate	VERB
flr-348	119	22	first	first	ADV
flr-348	119	23	and	and	CCONJ
flr-348	119	24	foremost	foremost	ADV
flr-348	119	25	that	that	SCONJ
flr-348	119	26	learning	learn	VERB
flr-348	119	27	analytics	analytic	NOUN
flr-348	119	28	data	datum	NOUN
flr-348	119	29	can	can	AUX
flr-348	119	30	provide	provide	VERB
flr-348	119	31	insights	insight	NOUN
flr-348	119	32	into	into	ADP
flr-348	119	33	actual	actual	ADJ
flr-348	119	34	learner	learner	NOUN
flr-348	119	35	behaviours	behaviour	NOUN
flr-348	119	36	.	.	PUNCT
flr-348	120	1	six	six	NUM
flr-348	120	2	whole	whole	ADJ
flr-348	120	3	-	-	PUNCT
flr-348	120	4	group	group	NOUN
flr-348	120	5	discussion	discussion	NOUN
flr-348	120	6	participants	participant	NOUN
flr-348	120	7	,	,	PUNCT
flr-348	120	8	in	in	ADP
flr-348	120	9	that	that	DET
flr-348	120	10	way	way	NOUN
flr-348	120	11	,	,	PUNCT
flr-348	120	12	argued	argue	VERB
flr-348	120	13	that	that	SCONJ
flr-348	120	14	learning	learn	VERB
flr-348	120	15	analytics	analytic	NOUN
flr-348	120	16	data	datum	NOUN
flr-348	120	17	is	be	AUX
flr-348	120	18	more	more	ADJ
flr-348	120	19	‘	'	PUNCT
flr-348	120	20	objective	objective	ADJ
flr-348	120	21	.	.	PUNCT
flr-348	120	22	’	'	PUNCT
flr-348	121	1	for	for	ADP
flr-348	121	2	example	example	NOUN
flr-348	121	3	,	,	PUNCT
flr-348	121	4	one	one	NUM
flr-348	121	5	participant	participant	NOUN
flr-348	121	6	commented	comment	VERB
flr-348	121	7	,	,	PUNCT
flr-348	121	8	‘	'	PUNCT
flr-348	121	9	it	it	PRON
flr-348	121	10	’s	’s	AUX
flr-348	121	11	not	not	PART
flr-348	121	12	relying	rely	VERB
flr-348	121	13	on	on	ADP
flr-348	121	14	self	self	NOUN
flr-348	121	15	-	-	PUNCT
flr-348	121	16	report	report	NOUN
flr-348	121	17	.	.	PUNCT
flr-348	121	18	’	'	PUNCT
flr-348	122	1	of	of	ADP
flr-348	122	2	course	course	NOUN
flr-348	122	3	,	,	PUNCT
flr-348	122	4	whether	whether	SCONJ
flr-348	122	5	learning	learn	VERB
flr-348	122	6	analytics	analytic	NOUN
flr-348	122	7	data	datum	NOUN
flr-348	122	8	is	be	AUX
flr-348	122	9	actually	actually	ADV
flr-348	122	10	objective	objective	ADJ
flr-348	122	11	can	can	AUX
flr-348	122	12	be	be	AUX
flr-348	122	13	debated	debate	VERB
flr-348	122	14	(	(	PUNCT
flr-348	122	15	mirriahi	mirriahi	NOUN
flr-348	122	16	&	&	CCONJ
flr-348	122	17	vigentini	vigentini	NOUN
flr-348	122	18	,	,	PUNCT
flr-348	122	19	2017	2017	NUM
flr-348	122	20	;	;	PUNCT
flr-348	122	21	prinsloo	prinsloo	NOUN
flr-348	122	22	&	&	CCONJ
flr-348	122	23	slade	slade	PROPN
flr-348	122	24	,	,	PUNCT
flr-348	122	25	2017b	2017b	NUM
flr-348	122	26	)	)	PUNCT
flr-348	122	27	.	.	PUNCT
flr-348	123	1	this	this	DET
flr-348	123	2	point	point	NOUN
flr-348	123	3	was	be	AUX
flr-348	123	4	further	far	ADV
flr-348	123	5	articulated	articulate	VERB
flr-348	123	6	by	by	ADP
flr-348	123	7	one	one	NUM
flr-348	123	8	participant	participant	NOUN
flr-348	123	9	,	,	PUNCT
flr-348	123	10	who	who	PRON
flr-348	123	11	suggested	suggest	VERB
flr-348	123	12	‘	'	PUNCT
flr-348	123	13	perceived	perceive	VERB
flr-348	123	14	objectivity	objectivity	NOUN
flr-348	123	15	…	…	PUNCT
flr-348	123	16	because	because	SCONJ
flr-348	123	17	you	you	PRON
flr-348	123	18	have	have	VERB
flr-348	123	19	to	to	PART
flr-348	123	20	do	do	VERB
flr-348	123	21	something	something	PRON
flr-348	123	22	with	with	ADP
flr-348	123	23	the	the	DET
flr-348	123	24	data	datum	NOUN
flr-348	123	25	to	to	PART
flr-348	123	26	get	get	VERB
flr-348	123	27	something	something	PRON
flr-348	123	28	out	out	ADP
flr-348	123	29	of	of	ADP
flr-348	123	30	it	it	PRON
flr-348	123	31	.	.	PUNCT
flr-348	123	32	’	'	PUNCT
flr-348	124	1	in	in	ADP
flr-348	124	2	addition	addition	NOUN
flr-348	124	3	,	,	PUNCT
flr-348	124	4	the	the	DET
flr-348	124	5	power	power	NOUN
flr-348	124	6	to	to	PART
flr-348	124	7	visualise	visualise	VERB
flr-348	124	8	data	datum	NOUN
flr-348	124	9	and	and	CCONJ
flr-348	124	10	provide	provide	VERB
flr-348	124	11	immediate	immediate	ADJ
flr-348	124	12	feedback	feedback	NOUN
flr-348	124	13	to	to	ADP
flr-348	124	14	both	both	DET
flr-348	124	15	teachers	teacher	NOUN
flr-348	124	16	and	and	CCONJ
flr-348	124	17	students	student	NOUN
flr-348	124	18	was	be	AUX
flr-348	124	19	frequently	frequently	ADV
flr-348	124	20	noted	note	VERB
flr-348	124	21	by	by	ADP
flr-348	124	22	several	several	ADJ
flr-348	124	23	participants	participant	NOUN
flr-348	124	24	,	,	PUNCT
flr-348	124	25	as	as	SCONJ
flr-348	124	26	highlighted	highlight	VERB
flr-348	124	27	by	by	ADP
flr-348	124	28	recent	recent	ADJ
flr-348	124	29	research	research	NOUN
flr-348	124	30	(	(	PUNCT
flr-348	124	31	charleer	charleer	NOUN
flr-348	124	32	,	,	PUNCT
flr-348	124	33	klerkx	klerkx	PROPN
flr-348	124	34	,	,	PUNCT
flr-348	124	35	duval	duval	PROPN
flr-348	124	36	,	,	PUNCT
flr-348	124	37	de	de	X
flr-348	124	38	laet	laet	X
flr-348	124	39	,	,	PUNCT
flr-348	124	40	&	&	CCONJ
flr-348	124	41	verbert	verbert	NOUN
flr-348	124	42	,	,	PUNCT
flr-348	124	43	2016	2016	NUM
flr-348	124	44	;	;	PUNCT
flr-348	124	45	nguyen	nguyen	NOUN
flr-348	124	46	et	et	PROPN
flr-348	124	47	al	al	PROPN
flr-348	124	48	.	.	PROPN
flr-348	124	49	,	,	PUNCT
flr-348	124	50	2017	2017	NUM
flr-348	124	51	)	)	PUNCT
flr-348	124	52	.	.	PUNCT
flr-348	125	1	furthermore	furthermore	ADV
flr-348	125	2	,	,	PUNCT
flr-348	125	3	two	two	NUM
flr-348	125	4	additional	additional	ADJ
flr-348	125	5	participants	participant	NOUN
flr-348	125	6	noted	note	VERB
flr-348	125	7	that	that	SCONJ
flr-348	125	8	learning	learn	VERB
flr-348	125	9	analytics	analytic	NOUN
flr-348	125	10	can	can	AUX
flr-348	125	11	measure	measure	VERB
flr-348	125	12	‘	'	PUNCT
flr-348	125	13	a	a	DET
flr-348	125	14	lot	lot	NOUN
flr-348	125	15	of	of	ADP
flr-348	125	16	things	thing	NOUN
flr-348	125	17	at	at	ADP
flr-348	125	18	the	the	DET
flr-348	125	19	same	same	ADJ
flr-348	125	20	time	time	NOUN
flr-348	125	21	,	,	PUNCT
flr-348	125	22	’	'	PUNCT
flr-348	125	23	while	while	SCONJ
flr-348	125	24	most	most	ADJ
flr-348	125	25	educational	educational	ADJ
flr-348	125	26	researchers	researcher	NOUN
flr-348	125	27	primarily	primarily	ADV
flr-348	125	28	have	have	VERB
flr-348	125	29	to	to	PART
flr-348	125	30	be	be	AUX
flr-348	125	31	selective	selective	ADJ
flr-348	125	32	in	in	ADP
flr-348	125	33	terms	term	NOUN
flr-348	125	34	of	of	ADP
flr-348	125	35	the	the	DET
flr-348	125	36	instruments	instrument	NOUN
flr-348	125	37	and	and	CCONJ
flr-348	125	38	constructs	construct	NOUN
flr-348	125	39	that	that	PRON
flr-348	125	40	can	can	AUX
flr-348	125	41	be	be	AUX
flr-348	125	42	collected	collect	VERB
flr-348	125	43	or	or	CCONJ
flr-348	125	44	measured	measure	VERB
flr-348	125	45	.	.	PUNCT
flr-348	126	1	another	another	DET
flr-348	126	2	potential	potential	ADJ
flr-348	126	3	strength	strength	NOUN
flr-348	126	4	highlighted	highlight	VERB
flr-348	126	5	by	by	ADP
flr-348	126	6	two	two	NUM
flr-348	126	7	participants	participant	NOUN
flr-348	126	8	was	be	AUX
flr-348	126	9	the	the	DET
flr-348	126	10	opportunity	opportunity	NOUN
flr-348	126	11	to	to	PART
flr-348	126	12	give	give	VERB
flr-348	126	13	direct	direct	ADJ
flr-348	126	14	,	,	PUNCT
flr-348	126	15	personalised	personalised	ADJ
flr-348	126	16	feedback	feedback	NOUN
flr-348	126	17	to	to	ADP
flr-348	126	18	learners	learner	NOUN
flr-348	126	19	,	,	PUNCT
flr-348	126	20	or	or	CCONJ
flr-348	126	21	so	so	ADV
flr-348	126	22	-	-	PUNCT
flr-348	126	23	called	call	VERB
flr-348	126	24	formative	formative	ADJ
flr-348	126	25	learning	learning	NOUN
flr-348	126	26	analytics	analytic	NOUN
flr-348	126	27	(	(	PUNCT
flr-348	126	28	sharples	sharple	NOUN
flr-348	126	29	et	et	NOUN
flr-348	126	30	al	al	PROPN
flr-348	126	31	.	.	PROPN
flr-348	126	32	,	,	PUNCT
flr-348	126	33	2016	2016	NUM
flr-348	126	34	)	)	PUNCT
flr-348	126	35	.	.	PUNCT
flr-348	127	1	finally	finally	ADV
flr-348	127	2	,	,	PUNCT
flr-348	127	3	one	one	NUM
flr-348	127	4	participant	participant	NOUN
flr-348	127	5	noted	note	VERB
flr-348	127	6	that	that	SCONJ
flr-348	127	7	learning	learn	VERB
flr-348	127	8	analytics	analytic	NOUN
flr-348	127	9	research	research	NOUN
flr-348	127	10	may	may	AUX
flr-348	127	11	provide	provide	VERB
flr-348	127	12	cross	cross	ADJ
flr-348	127	13	-	-	ADJ
flr-348	127	14	institutional	institutional	ADJ
flr-348	127	15	collaboration	collaboration	NOUN
flr-348	127	16	opportunities	opportunity	NOUN
flr-348	127	17	to	to	PART
flr-348	127	18	test	test	VERB
flr-348	127	19	and	and	CCONJ
flr-348	127	20	validate	validate	VERB
flr-348	127	21	large	large	ADJ
flr-348	127	22	and	and	CCONJ
flr-348	127	23	small	small	ADJ
flr-348	127	24	educational	educational	ADJ
flr-348	127	25	theories	theory	NOUN
flr-348	127	26	(	(	PUNCT
flr-348	127	27	winne	winne	NOUN
flr-348	127	28	,	,	PUNCT
flr-348	127	29	2017	2017	NUM
flr-348	127	30	)	)	PUNCT
flr-348	127	31	.	.	PUNCT
flr-348	128	1	altogether	altogether	ADV
flr-348	128	2	,	,	PUNCT
flr-348	128	3	it	it	PRON
flr-348	128	4	was	be	AUX
flr-348	128	5	apparent	apparent	ADJ
flr-348	128	6	that	that	SCONJ
flr-348	128	7	early	early	ADJ
flr-348	128	8	career	career	NOUN
flr-348	128	9	participants	participant	NOUN
flr-348	128	10	were	be	AUX
flr-348	128	11	engaged	engage	VERB
flr-348	128	12	with	with	ADP
flr-348	128	13	the	the	DET
flr-348	128	14	potential	potential	ADJ
flr-348	128	15	power	power	NOUN
flr-348	128	16	of	of	ADP
flr-348	128	17	learning	learn	VERB
flr-348	128	18	analytics	analytic	NOUN
flr-348	128	19	and	and	CCONJ
flr-348	128	20	felt	feel	VERB
flr-348	128	21	that	that	SCONJ
flr-348	128	22	it	it	PRON
flr-348	128	23	had	have	VERB
flr-348	128	24	value	value	NOUN
flr-348	128	25	for	for	ADP
flr-348	128	26	the	the	DET
flr-348	128	27	future	future	NOUN
flr-348	128	28	of	of	ADP
flr-348	128	29	educational	educational	ADJ
flr-348	128	30	research	research	NOUN
flr-348	128	31	,	,	PUNCT
flr-348	128	32	as	as	SCONJ
flr-348	128	33	indicated	indicate	VERB
flr-348	128	34	by	by	ADP
flr-348	128	35	over	over	ADP
flr-348	128	36	half	half	NOUN
flr-348	128	37	of	of	ADP
flr-348	128	38	the	the	DET
flr-348	128	39	comments	comment	NOUN
flr-348	128	40	provided	provide	VERB
flr-348	128	41	during	during	ADP
flr-348	128	42	the	the	DET
flr-348	128	43	whole	whole	ADJ
flr-348	128	44	group	group	NOUN
flr-348	128	45	discussion	discussion	NOUN
flr-348	128	46	.	.	PUNCT
flr-348	129	1	in	in	ADP
flr-348	129	2	terms	term	NOUN
flr-348	129	3	of	of	ADP
flr-348	129	4	limitations	limitation	NOUN
flr-348	129	5	(	(	PUNCT
flr-348	129	6	also	also	ADV
flr-348	129	7	summarised	summarise	VERB
flr-348	129	8	in	in	ADP
flr-348	129	9	table	table	NOUN
flr-348	129	10	4	4	NUM
flr-348	129	11	)	)	PUNCT
flr-348	129	12	,	,	PUNCT
flr-348	129	13	there	there	PRON
flr-348	129	14	were	be	VERB
flr-348	129	15	fears	fear	NOUN
flr-348	129	16	from	from	ADP
flr-348	129	17	four	four	NUM
flr-348	129	18	participants	participant	NOUN
flr-348	129	19	that	that	PRON
flr-348	129	20	parameter	parameter	NOUN
flr-348	129	21	-	-	PUNCT
flr-348	129	22	driven	drive	VERB
flr-348	129	23	analytics	analytic	NOUN
flr-348	129	24	might	might	AUX
flr-348	129	25	lead	lead	VERB
flr-348	129	26	to	to	ADP
flr-348	129	27	‘	'	PUNCT
flr-348	129	28	false	false	ADJ
flr-348	129	29	data	datum	NOUN
flr-348	129	30	’	'	PUNCT
flr-348	129	31	,	,	PUNCT
flr-348	129	32	which	which	PRON
flr-348	129	33	potentially	potentially	ADV
flr-348	129	34	could	could	AUX
flr-348	129	35	lead	lead	VERB
flr-348	129	36	to	to	ADP
flr-348	129	37	wrong	wrong	ADJ
flr-348	129	38	conclusions	conclusion	NOUN
flr-348	129	39	or	or	CCONJ
flr-348	129	40	inappropriate	inappropriate	ADJ
flr-348	129	41	interventions	intervention	NOUN
flr-348	129	42	based	base	VERB
flr-348	129	43	on	on	ADP
flr-348	129	44	an	an	DET
flr-348	129	45	incomplete	incomplete	ADJ
flr-348	129	46	picture	picture	NOUN
flr-348	129	47	of	of	ADP
flr-348	129	48	learning	learn	VERB
flr-348	129	49	.	.	PUNCT
flr-348	130	1	additionally	additionally	ADV
flr-348	130	2	,	,	PUNCT
flr-348	130	3	concerns	concern	NOUN
flr-348	130	4	were	be	AUX
flr-348	130	5	voiced	voice	VERB
flr-348	130	6	by	by	ADP
flr-348	130	7	five	five	NUM
flr-348	130	8	participants	participant	NOUN
flr-348	130	9	around	around	ADP
flr-348	130	10	the	the	DET
flr-348	130	11	potential	potential	NOUN
flr-348	130	12	for	for	ADP
flr-348	130	13	learning	learn	VERB
flr-348	130	14	analytics	analytic	NOUN
flr-348	130	15	to	to	PART
flr-348	130	16	seem	seem	VERB
flr-348	130	17	like	like	ADP
flr-348	130	18	a	a	DET
flr-348	130	19	‘	'	PUNCT
flr-348	130	20	black	black	ADJ
flr-348	130	21	box	box	NOUN
flr-348	130	22	’	'	PUNCT
flr-348	130	23	(	(	PUNCT
flr-348	130	24	garcía	garcía	PROPN
flr-348	130	25	et	et	PROPN
flr-348	130	26	al	al	PROPN
flr-348	130	27	.	.	PROPN
flr-348	130	28	,	,	PUNCT
flr-348	130	29	2012	2012	NUM
flr-348	130	30	;	;	PUNCT
flr-348	130	31	kovanovic	kovanovic	PROPN
flr-348	130	32	et	et	PROPN
flr-348	130	33	al	al	PROPN
flr-348	130	34	.	.	PROPN
flr-348	130	35	,	,	PUNCT
flr-348	130	36	2015	2015	NUM
flr-348	130	37	)	)	PUNCT
flr-348	130	38	.	.	PUNCT
flr-348	131	1	four	four	NUM
flr-348	131	2	participants	participant	NOUN
flr-348	131	3	mentioned	mention	VERB
flr-348	131	4	that	that	SCONJ
flr-348	131	5	learning	learn	VERB
flr-348	131	6	analytics	analytic	NOUN
flr-348	131	7	required	require	VERB
flr-348	131	8	an	an	DET
flr-348	131	9	intimidating	intimidating	ADJ
flr-348	131	10	level	level	NOUN
flr-348	131	11	of	of	ADP
flr-348	131	12	statistical	statistical	ADJ
flr-348	131	13	techniques	technique	NOUN
flr-348	131	14	and	and	CCONJ
flr-348	131	15	technical	technical	ADJ
flr-348	131	16	competencies	competency	NOUN
flr-348	131	17	,	,	PUNCT
flr-348	131	18	which	which	PRON
flr-348	131	19	had	have	VERB
flr-348	131	20	implications	implication	NOUN
flr-348	131	21	for	for	ADP
flr-348	131	22	their	their	PRON
flr-348	131	23	skills	skill	NOUN
flr-348	131	24	development	development	NOUN
flr-348	131	25	pathways	pathway	NOUN
flr-348	131	26	and	and	CCONJ
flr-348	131	27	overall	overall	ADJ
flr-348	131	28	perception	perception	NOUN
flr-348	131	29	of	of	ADP
flr-348	131	30	the	the	DET
flr-348	131	31	field	field	NOUN
flr-348	131	32	amongst	amongst	ADP
flr-348	131	33	peers	peer	NOUN
flr-348	131	34	.	.	PUNCT
flr-348	132	1	relatedly	relatedly	ADV
flr-348	132	2	,	,	PUNCT
flr-348	132	3	another	another	DET
flr-348	132	4	comment	comment	NOUN
flr-348	132	5	outlined	outline	VERB
flr-348	132	6	potential	potential	ADJ
flr-348	132	7	risks	risk	NOUN
flr-348	132	8	of	of	ADP
flr-348	132	9	cognitive	cognitive	ADJ
flr-348	132	10	overload	overload	NOUN
flr-348	132	11	for	for	ADP
flr-348	132	12	teachers	teacher	NOUN
flr-348	132	13	and	and	CCONJ
flr-348	132	14	students	student	NOUN
flr-348	132	15	when	when	SCONJ
flr-348	132	16	making	make	VERB
flr-348	132	17	sense	sense	NOUN
flr-348	132	18	of	of	ADP
flr-348	132	19	data	datum	NOUN
flr-348	132	20	.	.	PUNCT
flr-348	133	1	ethics	ethic	NOUN
flr-348	133	2	was	be	AUX
flr-348	133	3	also	also	ADV
flr-348	133	4	a	a	DET
flr-348	133	5	frequent	frequent	ADJ
flr-348	133	6	cause	cause	NOUN
flr-348	133	7	for	for	ADP
flr-348	133	8	concern	concern	NOUN
flr-348	133	9	.	.	PUNCT
flr-348	134	1	in	in	ADP
flr-348	134	2	particular	particular	ADJ
flr-348	134	3	,	,	PUNCT
flr-348	134	4	four	four	NUM
flr-348	134	5	participants	participant	NOUN
flr-348	134	6	were	be	AUX
flr-348	134	7	worried	worried	ADJ
flr-348	134	8	about	about	ADP
flr-348	134	9	‘	'	PUNCT
flr-348	134	10	who	who	PRON
flr-348	134	11	owns	own	VERB
flr-348	134	12	the	the	DET
flr-348	134	13	data	datum	NOUN
flr-348	134	14	’	'	PUNCT
flr-348	134	15	students	student	NOUN
flr-348	134	16	,	,	PUNCT
flr-348	134	17	teachers	teacher	NOUN
flr-348	134	18	,	,	PUNCT
flr-348	134	19	institutions	institution	NOUN
flr-348	134	20	,	,	PUNCT
flr-348	134	21	governments	government	NOUN
flr-348	134	22	,	,	PUNCT
flr-348	134	23	companies	company	NOUN
flr-348	134	24	?	?	PUNCT
flr-348	135	1	there	there	PRON
flr-348	135	2	were	be	VERB
flr-348	135	3	some	some	DET
flr-348	135	4	additional	additional	ADJ
flr-348	135	5	concerns	concern	NOUN
flr-348	135	6	around	around	ADP
flr-348	135	7	informed	informed	ADJ
flr-348	135	8	consent	consent	NOUN
flr-348	135	9	and	and	CCONJ
flr-348	135	10	whether	whether	SCONJ
flr-348	135	11	learners	learner	NOUN
flr-348	135	12	were	be	AUX
flr-348	135	13	aware	aware	ADJ
flr-348	135	14	that	that	SCONJ
flr-348	135	15	their	their	PRON
flr-348	135	16	data	datum	NOUN
flr-348	135	17	was	be	AUX
flr-348	135	18	being	be	AUX
flr-348	135	19	collected	collect	VERB
flr-348	135	20	(	(	PUNCT
flr-348	135	21	slade	slade	PROPN
flr-348	135	22	&	&	CCONJ
flr-348	135	23	prinsloo	prinsloo	PROPN
flr-348	135	24	,	,	PUNCT
flr-348	135	25	2013	2013	NUM
flr-348	135	26	)	)	PUNCT
flr-348	135	27	.	.	PUNCT
flr-348	136	1	at	at	ADP
flr-348	136	2	the	the	DET
flr-348	136	3	same	same	ADJ
flr-348	136	4	time	time	NOUN
flr-348	136	5	,	,	PUNCT
flr-348	136	6	they	they	PRON
flr-348	136	7	noted	note	VERB
flr-348	136	8	difficulties	difficulty	NOUN
flr-348	136	9	in	in	ADP
flr-348	136	10	that	that	SCONJ
flr-348	136	11	some	some	DET
flr-348	136	12	countries	country	NOUN
flr-348	136	13	or	or	CCONJ
flr-348	136	14	institutions	institution	NOUN
flr-348	136	15	limited	limit	VERB
flr-348	136	16	or	or	CCONJ
flr-348	136	17	even	even	ADV
flr-348	136	18	forbade	forbid	VERB
flr-348	136	19	measuring	measure	VERB
flr-348	136	20	and	and	CCONJ
flr-348	136	21	monitoring	monitor	VERB
flr-348	136	22	students	student	NOUN
flr-348	136	23	’	'	PUNCT
flr-348	136	24	and	and	CCONJ
flr-348	136	25	teachers	teacher	NOUN
flr-348	136	26	’	'	PUNCT
flr-348	136	27	activities	activity	NOUN
flr-348	136	28	(	(	PUNCT
flr-348	136	29	prinsloo	prinsloo	NOUN
flr-348	136	30	&	&	CCONJ
flr-348	136	31	slade	slade	PROPN
flr-348	136	32	,	,	PUNCT
flr-348	136	33	2017b	2017b	NUM
flr-348	136	34	;	;	PUNCT
flr-348	136	35	slade	slade	PROPN
flr-348	136	36	&	&	CCONJ
flr-348	136	37	prinsloo	prinsloo	PROPN
flr-348	136	38	,	,	PUNCT
flr-348	136	39	2013	2013	NUM
flr-348	136	40	)	)	PUNCT
flr-348	136	41	,	,	PUNCT
flr-348	136	42	which	which	PRON
flr-348	136	43	was	be	AUX
flr-348	136	44	detrimental	detrimental	ADJ
flr-348	136	45	to	to	ADP
flr-348	136	46	their	their	PRON
flr-348	136	47	research	research	NOUN
flr-348	136	48	.	.	PUNCT
flr-348	137	1	a	a	DET
flr-348	137	2	final	final	ADJ
flr-348	137	3	but	but	CCONJ
flr-348	137	4	crucial	crucial	ADJ
flr-348	137	5	limitation	limitation	NOUN
flr-348	137	6	outlined	outline	VERB
flr-348	137	7	by	by	ADP
flr-348	137	8	the	the	DET
flr-348	137	9	final	final	ADJ
flr-348	137	10	comment	comment	NOUN
flr-348	137	11	that	that	PRON
flr-348	137	12	links	link	VERB
flr-348	137	13	with	with	ADP
flr-348	137	14	all	all	DET
flr-348	137	15	points	point	NOUN
flr-348	137	16	above	above	ADV
flr-348	137	17	was	be	AUX
flr-348	137	18	the	the	DET
flr-348	137	19	risk	risk	NOUN
flr-348	137	20	of	of	ADP
flr-348	137	21	labelling	labelling	NOUN
flr-348	137	22	(	(	PUNCT
flr-348	137	23	i.e.	i.e.	X
flr-348	137	24	,	,	PUNCT
flr-348	137	25	‘	'	PUNCT
flr-348	137	26	the	the	DET
flr-348	137	27	oversimplification	oversimplification	NOUN
flr-348	137	28	of	of	ADP
flr-348	137	29	student	student	NOUN
flr-348	137	30	characteristics	characteristic	NOUN
flr-348	137	31	’	'	PUNCT
flr-348	137	32	)	)	PUNCT
flr-348	137	33	,	,	PUNCT
flr-348	137	34	whereby	whereby	SCONJ
flr-348	137	35	students	student	NOUN
flr-348	137	36	(	(	PUNCT
flr-348	137	37	or	or	CCONJ
flr-348	137	38	teachers	teacher	NOUN
flr-348	137	39	)	)	PUNCT
flr-348	137	40	may	may	AUX
flr-348	137	41	be	be	AUX
flr-348	137	42	identified	identify	VERB
flr-348	137	43	to	to	PART
flr-348	137	44	fit	fit	VERB
flr-348	137	45	in	in	ADP
flr-348	137	46	a	a	DET
flr-348	137	47	particular	particular	ADJ
flr-348	137	48	category	category	NOUN
flr-348	137	49	of	of	ADP
flr-348	137	50	users	user	NOUN
flr-348	137	51	based	base	VERB
flr-348	137	52	upon	upon	SCONJ
flr-348	137	53	a	a	DET
flr-348	137	54	mix	mix	NOUN
flr-348	137	55	of	of	ADP
flr-348	137	56	objective	objective	ADJ
flr-348	137	57	and	and	CCONJ
flr-348	137	58	subjective	subjective	ADJ
flr-348	137	59	indicators	indicator	NOUN
flr-348	137	60	and	and	CCONJ
flr-348	137	61	algorithms	algorithm	NOUN
flr-348	137	62	.	.	PUNCT
flr-348	138	1	altogether	altogether	ADV
flr-348	138	2	,	,	PUNCT
flr-348	138	3	nearly	nearly	ADV
flr-348	138	4	half	half	NOUN
flr-348	138	5	of	of	ADP
flr-348	138	6	the	the	DET
flr-348	138	7	discussion	discussion	NOUN
flr-348	138	8	points	point	NOUN
flr-348	138	9	made	make	VERB
flr-348	138	10	by	by	ADP
flr-348	138	11	early	early	ADJ
flr-348	138	12	career	career	NOUN
flr-348	138	13	participants	participant	NOUN
flr-348	138	14	in	in	ADP
flr-348	138	15	the	the	DET
flr-348	138	16	whole	whole	ADJ
flr-348	138	17	-	-	PUNCT
flr-348	138	18	group	group	NOUN
flr-348	138	19	discussion	discussion	NOUN
flr-348	138	20	appeared	appear	VERB
flr-348	138	21	to	to	PART
flr-348	138	22	be	be	AUX
flr-348	138	23	engaged	engage	VERB
flr-348	138	24	with	with	ADP
flr-348	138	25	the	the	DET
flr-348	138	26	current	current	ADJ
flr-348	138	27	debates	debate	NOUN
flr-348	138	28	in	in	ADP
flr-348	138	29	the	the	DET
flr-348	138	30	field	field	NOUN
flr-348	138	31	and	and	CCONJ
flr-348	138	32	felt	feel	VERB
flr-348	138	33	that	that	SCONJ
flr-348	138	34	creative	creative	ADJ
flr-348	138	35	solutions	solution	NOUN
flr-348	138	36	were	be	AUX
flr-348	138	37	needed	need	VERB
flr-348	138	38	to	to	AUX
flr-348	138	39	both	both	PRON
flr-348	138	40	accomplish	accomplish	VERB
flr-348	138	41	their	their	PRON
flr-348	138	42	personal	personal	ADJ
flr-348	138	43	research	research	NOUN
flr-348	138	44	goals	goal	NOUN
flr-348	138	45	and	and	CCONJ
flr-348	138	46	drive	drive	VERB
flr-348	138	47	the	the	DET
flr-348	138	48	field	field	NOUN
flr-348	138	49	forward	forward	ADV
flr-348	138	50	.	.	PUNCT
flr-348	139	1	4.2	4.2	NUM
flr-348	139	2	.	.	PUNCT
flr-348	139	3	rq	rq	AUX
flr-348	139	4	2	2	NUM
flr-348	139	5	.	.	PUNCT
flr-348	139	6	embedding	embed	VERB
flr-348	139	7	learning	learn	VERB
flr-348	139	8	analytics	analytic	NOUN
flr-348	139	9	into	into	ADP
flr-348	139	10	research	research	NOUN
flr-348	139	11	practice	practice	NOUN
flr-348	139	12	in	in	ADP
flr-348	139	13	the	the	DET
flr-348	139	14	online	online	ADJ
flr-348	139	15	survey	survey	NOUN
flr-348	139	16	,	,	PUNCT
flr-348	139	17	we	we	PRON
flr-348	139	18	asked	ask	VERB
flr-348	139	19	workshop	workshop	NOUN
flr-348	139	20	participants	participant	NOUN
flr-348	139	21	to	to	PART
flr-348	139	22	rank	rank	VERB
flr-348	139	23	their	their	PRON
flr-348	139	24	personal	personal	ADJ
flr-348	139	25	interest	interest	NOUN
flr-348	139	26	in	in	ADP
flr-348	139	27	the	the	DET
flr-348	139	28	six	six	NUM
flr-348	139	29	identified	identify	VERB
flr-348	139	30	learning	learning	NOUN
flr-348	139	31	analytics	analytic	NOUN
flr-348	139	32	topics	topic	NOUN
flr-348	139	33	.	.	PUNCT
flr-348	140	1	the	the	DET
flr-348	140	2	subjects	subject	NOUN
flr-348	140	3	were	be	AUX
flr-348	140	4	collectively	collectively	ADV
flr-348	140	5	ranked	rank	VERB
flr-348	140	6	in	in	ADP
flr-348	140	7	the	the	DET
flr-348	140	8	following	follow	VERB
flr-348	140	9	order	order	NOUN
flr-348	140	10	:	:	PUNCT
flr-348	140	11	(	(	PUNCT
flr-348	140	12	1	1	X
flr-348	140	13	)	)	PUNCT
flr-348	140	14	learning	learn	VERB
flr-348	140	15	analytics	analytic	NOUN
flr-348	140	16	measurement	measurement	NOUN
flr-348	140	17	,	,	PUNCT
flr-348	140	18	(	(	PUNCT
flr-348	140	19	2	2	X
flr-348	140	20	)	)	PUNCT
flr-348	140	21	learning	learn	VERB
flr-348	140	22	design	design	NOUN
flr-348	140	23	,	,	PUNCT
flr-348	140	24	(	(	PUNCT
flr-348	140	25	3	3	X
flr-348	140	26	)	)	PUNCT
flr-348	140	27	combining	combine	VERB
flr-348	140	28	learning	learn	VERB
flr-348	140	29	analytics	analytic	NOUN
flr-348	140	30	with	with	ADP
flr-348	140	31	other	other	ADJ
flr-348	140	32	methods	method	NOUN
flr-348	140	33	,	,	PUNCT
flr-348	140	34	(	(	PUNCT
flr-348	140	35	4	4	X
flr-348	140	36	)	)	PUNCT
flr-348	140	37	generalisation	generalisation	NOUN
flr-348	140	38	versus	versus	ADP
flr-348	140	39	personalisation	personalisation	NOUN
flr-348	140	40	,	,	PUNCT
flr-348	140	41	(	(	PUNCT
flr-348	140	42	5	5	X
flr-348	140	43	)	)	PUNCT
flr-348	140	44	ethics	ethic	NOUN
flr-348	140	45	,	,	PUNCT
flr-348	140	46	and	and	CCONJ
flr-348	140	47	(	(	PUNCT
flr-348	140	48	6	6	X
flr-348	140	49	)	)	PUNCT
flr-348	140	50	learning	learn	VERB
flr-348	140	51	dispositions	disposition	NOUN
flr-348	140	52	.	.	PUNCT
flr-348	141	1	this	this	PRON
flr-348	141	2	seemed	seem	VERB
flr-348	141	3	to	to	PART
flr-348	141	4	initially	initially	ADV
flr-348	141	5	indicate	indicate	VERB
flr-348	141	6	that	that	SCONJ
flr-348	141	7	early	early	ADJ
flr-348	141	8	career	career	NOUN
flr-348	141	9	education	education	NOUN
flr-348	141	10	researchers	researcher	NOUN
flr-348	141	11	were	be	AUX
flr-348	141	12	more	more	ADV
flr-348	141	13	strongly	strongly	ADV
flr-348	141	14	engaged	engage	VERB
flr-348	141	15	with	with	ADP
flr-348	141	16	issues	issue	NOUN
flr-348	141	17	pertaining	pertain	VERB
flr-348	141	18	to	to	ADP
flr-348	141	19	methods	method	NOUN
flr-348	141	20	and	and	CCONJ
flr-348	141	21	methodologies	methodology	NOUN
flr-348	141	22	over	over	ADP
flr-348	141	23	those	those	PRON
flr-348	141	24	of	of	ADP
flr-348	141	25	more	more	ADJ
flr-348	141	26	theoretical	theoretical	ADJ
flr-348	141	27	importance	importance	NOUN
flr-348	141	28	.	.	PUNCT
flr-348	142	1	one	one	NUM
flr-348	142	2	explanation	explanation	NOUN
flr-348	142	3	could	could	AUX
flr-348	142	4	be	be	AUX
flr-348	142	5	that	that	ADV
flr-348	142	6	many	many	ADJ
flr-348	142	7	of	of	ADP
flr-348	142	8	the	the	DET
flr-348	142	9	students	student	NOUN
flr-348	142	10	were	be	AUX
flr-348	142	11	phd	phd	NOUN
flr-348	142	12	students	student	NOUN
flr-348	142	13	who	who	PRON
flr-348	142	14	were	be	AUX
flr-348	142	15	interested	interested	ADJ
flr-348	142	16	in	in	ADP
flr-348	142	17	discussing	discuss	VERB
flr-348	142	18	and	and	CCONJ
flr-348	142	19	framing	frame	VERB
flr-348	142	20	their	their	PRON
flr-348	142	21	research	research	NOUN
flr-348	142	22	projects	project	NOUN
flr-348	142	23	and	and	CCONJ
flr-348	142	24	methodologies	methodology	NOUN
flr-348	142	25	.	.	PUNCT
flr-348	143	1	in	in	ADP
flr-348	143	2	the	the	DET
flr-348	143	3	small	small	ADJ
flr-348	143	4	groups	group	NOUN
flr-348	143	5	,	,	PUNCT
flr-348	143	6	discussions	discussion	NOUN
flr-348	143	7	centred	centre	VERB
flr-348	143	8	on	on	ADP
flr-348	143	9	the	the	DET
flr-348	143	10	chosen	choose	VERB
flr-348	143	11	topic	topic	NOUN
flr-348	143	12	with	with	ADP
flr-348	143	13	a	a	DET
flr-348	143	14	focus	focus	NOUN
flr-348	143	15	on	on	ADP
flr-348	143	16	how	how	SCONJ
flr-348	143	17	participants	participant	NOUN
flr-348	143	18	were	be	AUX
flr-348	143	19	currently	currently	ADV
flr-348	143	20	integrating	integrate	VERB
flr-348	143	21	learning	learn	VERB
flr-348	143	22	analytics	analytic	NOUN
flr-348	143	23	into	into	ADP
flr-348	143	24	their	their	PRON
flr-348	143	25	own	own	ADJ
flr-348	143	26	research	research	NOUN
flr-348	143	27	practices	practice	NOUN
flr-348	143	28	.	.	PUNCT
flr-348	144	1	potential	potential	ADJ
flr-348	144	2	future	future	ADJ
flr-348	144	3	uses	use	NOUN
flr-348	144	4	of	of	ADP
flr-348	144	5	learning	learn	VERB
flr-348	144	6	analytics	analytic	NOUN
flr-348	144	7	to	to	PART
flr-348	144	8	enhance	enhance	VERB
flr-348	144	9	the	the	DET
flr-348	144	10	participants	participant	NOUN
flr-348	144	11	’	'	PUNCT
flr-348	144	12	research	research	NOUN
flr-348	144	13	projects	project	NOUN
flr-348	144	14	were	be	AUX
flr-348	144	15	also	also	ADV
flr-348	144	16	explored	explore	VERB
flr-348	144	17	in	in	ADP
flr-348	144	18	the	the	DET
flr-348	144	19	dialogue	dialogue	NOUN
flr-348	144	20	in	in	ADP
flr-348	144	21	light	light	NOUN
flr-348	144	22	of	of	ADP
flr-348	144	23	the	the	DET
flr-348	144	24	small	small	ADJ
flr-348	144	25	group	group	NOUN
flr-348	144	26	topic	topic	NOUN
flr-348	144	27	.	.	PUNCT
flr-348	145	1	although	although	SCONJ
flr-348	145	2	discussions	discussion	NOUN
flr-348	145	3	varied	varied	ADJ
flr-348	145	4	across	across	ADP
flr-348	145	5	the	the	DET
flr-348	145	6	small	small	ADJ
flr-348	145	7	groups	group	NOUN
flr-348	145	8	and	and	CCONJ
flr-348	145	9	it	it	PRON
flr-348	145	10	was	be	AUX
flr-348	145	11	not	not	PART
flr-348	145	12	possible	possible	ADJ
flr-348	145	13	to	to	PART
flr-348	145	14	elicit	elicit	VERB
flr-348	145	15	whether	whether	SCONJ
flr-348	145	16	sentiments	sentiment	NOUN
flr-348	145	17	were	be	AUX
flr-348	145	18	shared	share	VERB
flr-348	145	19	across	across	ADP
flr-348	145	20	all	all	DET
flr-348	145	21	participants	participant	NOUN
flr-348	145	22	,	,	PUNCT
flr-348	145	23	our	our	PRON
flr-348	145	24	thematic	thematic	ADJ
flr-348	145	25	analysis	analysis	NOUN
flr-348	145	26	identified	identify	VERB
flr-348	145	27	several	several	ADJ
flr-348	145	28	common	common	ADJ
flr-348	145	29	themes	theme	NOUN
flr-348	145	30	across	across	ADP
flr-348	145	31	all	all	DET
flr-348	145	32	six	six	NUM
flr-348	145	33	small	small	ADJ
flr-348	145	34	group	group	NOUN
flr-348	145	35	discussions	discussion	NOUN
flr-348	145	36	in	in	ADP
flr-348	145	37	this	this	DET
flr-348	145	38	workshop	workshop	NOUN
flr-348	145	39	.	.	PUNCT
flr-348	146	1	altogether	altogether	ADV
flr-348	146	2	,	,	PUNCT
flr-348	146	3	the	the	DET
flr-348	146	4	majority	majority	NOUN
flr-348	146	5	of	of	ADP
flr-348	146	6	early	early	ADJ
flr-348	146	7	career	career	NOUN
flr-348	146	8	education	education	NOUN
flr-348	146	9	researchers	researcher	NOUN
flr-348	146	10	in	in	ADP
flr-348	146	11	this	this	DET
flr-348	146	12	workshop	workshop	NOUN
flr-348	146	13	:	:	PUNCT
flr-348	146	14	1	1	X
flr-348	146	15	.	.	NUM
flr-348	146	16	used	use	VERB
flr-348	146	17	learning	learn	VERB
flr-348	146	18	analytics	analytic	NOUN
flr-348	146	19	to	to	PART
flr-348	146	20	support	support	VERB
flr-348	146	21	student	student	NOUN
flr-348	146	22	success	success	NOUN
flr-348	146	23	through	through	ADP
flr-348	146	24	self	self	NOUN
flr-348	146	25	-	-	PUNCT
flr-348	146	26	regulated	regulate	VERB
flr-348	146	27	learning	learning	NOUN
flr-348	146	28	approaches	approach	VERB
flr-348	146	29	2	2	NUM
flr-348	146	30	.	.	PUNCT
flr-348	146	31	felt	feel	VERB
flr-348	146	32	that	that	SCONJ
flr-348	146	33	learning	learn	VERB
flr-348	146	34	analytics	analytic	NOUN
flr-348	146	35	were	be	AUX
flr-348	146	36	on	on	ADP
flr-348	146	37	the	the	DET
flr-348	146	38	cutting	cut	VERB
flr-348	146	39	edge	edge	NOUN
flr-348	146	40	of	of	ADP
flr-348	146	41	educational	educational	ADJ
flr-348	146	42	research	research	NOUN
flr-348	146	43	,	,	PUNCT
flr-348	146	44	which	which	PRON
flr-348	146	45	posed	pose	VERB
flr-348	146	46	unique	unique	ADJ
flr-348	146	47	challenges	challenge	NOUN
flr-348	146	48	for	for	ADP
flr-348	146	49	their	their	PRON
flr-348	146	50	own	own	ADJ
flr-348	146	51	research	research	NOUN
flr-348	146	52	and	and	CCONJ
flr-348	146	53	the	the	DET
flr-348	146	54	wider	wide	ADJ
flr-348	146	55	field	field	NOUN
flr-348	146	56	3	3	X
flr-348	146	57	.	.	PUNCT
flr-348	146	58	believed	believe	VERB
flr-348	146	59	that	that	SCONJ
flr-348	146	60	approaches	approach	NOUN
flr-348	146	61	of	of	ADP
flr-348	146	62	combining	combine	VERB
flr-348	146	63	learning	learn	VERB
flr-348	146	64	analytics	analytic	NOUN
flr-348	146	65	data	datum	NOUN
flr-348	146	66	with	with	ADP
flr-348	146	67	other	other	ADJ
flr-348	146	68	methods	method	NOUN
flr-348	146	69	strengthened	strengthen	VERB
flr-348	146	70	learning	learn	VERB
flr-348	146	71	analytics	analytic	NOUN
flr-348	146	72	and	and	CCONJ
flr-348	146	73	aimed	aim	VERB
flr-348	146	74	to	to	PART
flr-348	146	75	incorporate	incorporate	VERB
flr-348	146	76	multiple	multiple	ADJ
flr-348	146	77	methods	method	NOUN
flr-348	146	78	into	into	ADP
flr-348	146	79	their	their	PRON
flr-348	146	80	own	own	ADJ
flr-348	146	81	research	research	NOUN
flr-348	146	82	4	4	NUM
flr-348	147	1	.	.	PUNCT
flr-348	147	2	contemplated	contemplate	VERB
flr-348	147	3	theory	theory	NOUN
flr-348	147	4	-	-	PUNCT
flr-348	147	5	driven	drive	VERB
flr-348	147	6	learning	learning	NOUN
flr-348	147	7	analytics	analytic	NOUN
flr-348	147	8	versus	versus	ADP
flr-348	147	9	learning	learn	VERB
flr-348	147	10	analytics	analytic	NOUN
flr-348	147	11	-	-	PUNCT
flr-348	147	12	driven	drive	VERB
flr-348	147	13	theory	theory	NOUN
flr-348	147	14	5	5	NUM
flr-348	147	15	.	.	PUNCT
flr-348	147	16	aimed	aim	VERB
flr-348	147	17	to	to	PART
flr-348	147	18	contextualise	contextualise	VERB
flr-348	147	19	their	their	PRON
flr-348	147	20	data	datum	NOUN
flr-348	147	21	to	to	ADP
flr-348	147	22	the	the	DET
flr-348	147	23	realities	reality	NOUN
flr-348	147	24	of	of	ADP
flr-348	147	25	students	student	NOUN
flr-348	147	26	’	'	PUNCT
flr-348	147	27	lives	life	NOUN
flr-348	147	28	and	and	CCONJ
flr-348	147	29	experiences	experience	NOUN
flr-348	147	30	6	6	NUM
flr-348	147	31	.	.	PUNCT
flr-348	147	32	recognised	recognise	VERB
flr-348	147	33	a	a	DET
flr-348	147	34	multitude	multitude	NOUN
flr-348	147	35	of	of	ADP
flr-348	147	36	ethical	ethical	ADJ
flr-348	147	37	ramifications	ramification	NOUN
flr-348	147	38	for	for	ADP
flr-348	147	39	their	their	PRON
flr-348	147	40	own	own	ADJ
flr-348	147	41	learning	learning	NOUN
flr-348	147	42	analytics	analytic	NOUN
flr-348	147	43	research	research	NOUN
flr-348	147	44	definitions	definition	NOUN
flr-348	147	45	of	of	ADP
flr-348	147	46	each	each	DET
flr-348	147	47	theme	theme	NOUN
flr-348	147	48	and	and	CCONJ
flr-348	147	49	its	its	PRON
flr-348	147	50	subthemes	subtheme	NOUN
flr-348	147	51	are	be	AUX
flr-348	147	52	provided	provide	VERB
flr-348	147	53	in	in	ADP
flr-348	147	54	appendix	appendix	NOUN
flr-348	147	55	1	1	NUM
flr-348	147	56	.	.	PUNCT
flr-348	148	1	the	the	DET
flr-348	148	2	following	follow	VERB
flr-348	148	3	sections	section	NOUN
flr-348	148	4	provide	provide	VERB
flr-348	148	5	a	a	DET
flr-348	148	6	detailed	detailed	ADJ
flr-348	148	7	narrative	narrative	NOUN
flr-348	148	8	of	of	ADP
flr-348	148	9	each	each	DET
flr-348	148	10	theme	theme	NOUN
flr-348	148	11	derived	derive	VERB
flr-348	148	12	from	from	ADP
flr-348	148	13	our	our	PRON
flr-348	148	14	analysis	analysis	NOUN
flr-348	148	15	.	.	PUNCT
flr-348	149	1	4.2.1	4.2.1	NUM
flr-348	149	2	theme	theme	NOUN
flr-348	149	3	1	1	NUM
flr-348	149	4	:	:	PUNCT
flr-348	149	5	using	use	VERB
flr-348	149	6	learning	learn	VERB
flr-348	149	7	analytics	analytic	NOUN
flr-348	149	8	to	to	PART
flr-348	149	9	support	support	VERB
flr-348	149	10	student	student	NOUN
flr-348	149	11	success	success	NOUN
flr-348	149	12	by	by	ADP
flr-348	149	13	taking	take	VERB
flr-348	149	14	a	a	DET
flr-348	149	15	self	self	NOUN
flr-348	149	16	-	-	PUNCT
flr-348	149	17	regulated	regulate	VERB
flr-348	149	18	learning	learning	NOUN
flr-348	149	19	approach	approach	NOUN
flr-348	149	20	‘	'	PUNCT
flr-348	149	21	there	there	PRON
flr-348	149	22	is	be	VERB
flr-348	149	23	a	a	DET
flr-348	149	24	lot	lot	NOUN
flr-348	149	25	of	of	ADP
flr-348	149	26	use	use	NOUN
flr-348	149	27	of	of	ADP
flr-348	149	28	demographic	demographic	ADJ
flr-348	149	29	data	datum	NOUN
flr-348	149	30	in	in	ADP
flr-348	149	31	la	la	ADV
flr-348	150	1	and	and	CCONJ
flr-348	150	2	i	i	PRON
flr-348	150	3	like	like	VERB
flr-348	150	4	what	what	PRON
flr-348	150	5	phil	phil	PROPN
flr-348	150	6	winne	winne	PROPN
flr-348	150	7	said	say	VERB
flr-348	150	8	in	in	ADP
flr-348	150	9	the	the	DET
flr-348	150	10	handbook	handbook	NOUN
flr-348	150	11	of	of	ADP
flr-348	150	12	learning	learn	VERB
flr-348	150	13	analytics	analytic	NOUN
flr-348	150	14	…	…	PUNCT
flr-348	150	15	that	that	SCONJ
flr-348	150	16	he	he	PRON
flr-348	150	17	thinks	think	VERB
flr-348	150	18	the	the	DET
flr-348	150	19	focus	focus	NOUN
flr-348	150	20	should	should	AUX
flr-348	150	21	be	be	AUX
flr-348	150	22	on	on	ADP
flr-348	150	23	things	thing	NOUN
flr-348	150	24	learners	learner	NOUN
flr-348	150	25	can	can	AUX
flr-348	150	26	change	change	VERB
flr-348	150	27	about	about	ADP
flr-348	150	28	themselves	themselves	PRON
flr-348	150	29	.	.	PUNCT
flr-348	150	30	’	'	PUNCT
flr-348	151	1	in	in	ADP
flr-348	151	2	all	all	DET
flr-348	151	3	six	six	NUM
flr-348	151	4	of	of	ADP
flr-348	151	5	the	the	DET
flr-348	151	6	small	small	ADJ
flr-348	151	7	discussion	discussion	NOUN
flr-348	151	8	topic	topic	NOUN
flr-348	151	9	groups	group	NOUN
flr-348	151	10	,	,	PUNCT
flr-348	151	11	participants	participant	NOUN
flr-348	151	12	suggested	suggest	VERB
flr-348	151	13	that	that	SCONJ
flr-348	151	14	combining	combine	VERB
flr-348	151	15	learning	learning	NOUN
flr-348	151	16	and	and	CCONJ
flr-348	151	17	learner	learner	NOUN
flr-348	151	18	data	datum	NOUN
flr-348	151	19	provides	provide	VERB
flr-348	151	20	opportunities	opportunity	NOUN
flr-348	151	21	to	to	PART
flr-348	151	22	support	support	VERB
flr-348	151	23	student	student	NOUN
flr-348	151	24	success	success	NOUN
flr-348	151	25	,	,	PUNCT
flr-348	151	26	both	both	PRON
flr-348	151	27	for	for	ADP
flr-348	151	28	students	student	NOUN
flr-348	151	29	who	who	PRON
flr-348	151	30	are	be	AUX
flr-348	151	31	at	at	ADP
flr-348	151	32	risk	risk	NOUN
flr-348	151	33	of	of	ADP
flr-348	151	34	failure	failure	NOUN
flr-348	151	35	and	and	CCONJ
flr-348	151	36	students	student	NOUN
flr-348	151	37	who	who	PRON
flr-348	151	38	are	be	AUX
flr-348	151	39	objectively	objectively	ADV
flr-348	151	40	successful	successful	ADJ
flr-348	151	41	but	but	CCONJ
flr-348	151	42	could	could	AUX
flr-348	151	43	achieve	achieve	VERB
flr-348	151	44	more	more	ADJ
flr-348	151	45	.	.	PUNCT
flr-348	152	1	in	in	ADP
flr-348	152	2	four	four	NUM
flr-348	152	3	of	of	ADP
flr-348	152	4	the	the	DET
flr-348	152	5	six	six	NUM
flr-348	152	6	small	small	ADJ
flr-348	152	7	groups	group	NOUN
flr-348	152	8	,	,	PUNCT
flr-348	152	9	this	this	DET
flr-348	152	10	discussion	discussion	NOUN
flr-348	152	11	was	be	AUX
flr-348	152	12	framed	frame	VERB
flr-348	152	13	through	through	ADP
flr-348	152	14	the	the	DET
flr-348	152	15	perspective	perspective	NOUN
flr-348	152	16	of	of	ADP
flr-348	152	17	researching	research	VERB
flr-348	152	18	things	thing	NOUN
flr-348	152	19	that	that	PRON
flr-348	152	20	students	student	NOUN
flr-348	152	21	have	have	VERB
flr-348	152	22	agency	agency	NOUN
flr-348	152	23	over	over	ADP
flr-348	152	24	(	(	PUNCT
flr-348	152	25	e.g.	e.g.	ADV
flr-348	152	26	,	,	PUNCT
flr-348	152	27	behaviours	behaviour	VERB
flr-348	152	28	that	that	SCONJ
flr-348	152	29	they	they	PRON
flr-348	152	30	can	can	AUX
flr-348	152	31	change	change	VERB
flr-348	152	32	)	)	PUNCT
flr-348	152	33	rather	rather	ADV
flr-348	152	34	than	than	ADP
flr-348	152	35	static	static	ADJ
flr-348	152	36	demographic	demographic	ADJ
flr-348	152	37	variables	variable	NOUN
flr-348	152	38	.	.	PUNCT
flr-348	153	1	by	by	ADP
flr-348	153	2	focusing	focus	VERB
flr-348	153	3	on	on	ADP
flr-348	153	4	these	these	DET
flr-348	153	5	types	type	NOUN
flr-348	153	6	of	of	ADP
flr-348	153	7	variables	variable	NOUN
flr-348	153	8	,	,	PUNCT
flr-348	153	9	several	several	ADJ
flr-348	153	10	participants	participant	NOUN
flr-348	153	11	noted	note	VERB
flr-348	153	12	that	that	SCONJ
flr-348	153	13	it	it	PRON
flr-348	153	14	might	might	AUX
flr-348	153	15	be	be	AUX
flr-348	153	16	possible	possible	ADJ
flr-348	153	17	to	to	PART
flr-348	153	18	provide	provide	VERB
flr-348	153	19	just	just	ADV
flr-348	153	20	-	-	PUNCT
flr-348	153	21	in	in	ADP
flr-348	153	22	-	-	PUNCT
flr-348	153	23	time	time	NOUN
flr-348	153	24	and	and	CCONJ
flr-348	153	25	just	just	ADV
flr-348	153	26	-	-	PUNCT
flr-348	153	27	enough	enough	ADJ
flr-348	153	28	feedback	feedback	NOUN
flr-348	153	29	to	to	ADP
flr-348	153	30	students	student	NOUN
flr-348	153	31	so	so	SCONJ
flr-348	153	32	that	that	SCONJ
flr-348	153	33	they	they	PRON
flr-348	153	34	can	can	AUX
flr-348	153	35	strategically	strategically	ADV
flr-348	153	36	adjust	adjust	VERB
flr-348	153	37	their	their	PRON
flr-348	153	38	learning	learning	NOUN
flr-348	153	39	approaches	approach	NOUN
flr-348	153	40	.	.	PUNCT
flr-348	154	1	particularly	particularly	ADV
flr-348	154	2	in	in	ADP
flr-348	154	3	topic	topic	NOUN
flr-348	154	4	4	4	NUM
flr-348	154	5	,	,	PUNCT
flr-348	154	6	5	5	NUM
flr-348	154	7	,	,	PUNCT
flr-348	154	8	and	and	CCONJ
flr-348	154	9	6	6	NUM
flr-348	154	10	discussions	discussion	NOUN
flr-348	154	11	,	,	PUNCT
flr-348	154	12	participants	participant	NOUN
flr-348	154	13	suggested	suggest	VERB
flr-348	154	14	that	that	SCONJ
flr-348	154	15	it	it	PRON
flr-348	154	16	is	be	AUX
flr-348	154	17	critical	critical	ADJ
flr-348	154	18	for	for	SCONJ
flr-348	154	19	students	student	NOUN
flr-348	154	20	to	to	PART
flr-348	154	21	take	take	VERB
flr-348	154	22	an	an	DET
flr-348	154	23	active	active	ADJ
flr-348	154	24	role	role	NOUN
flr-348	154	25	and	and	CCONJ
flr-348	154	26	learn	learn	VERB
flr-348	154	27	to	to	PART
flr-348	154	28	effectively	effectively	ADV
flr-348	154	29	regulate	regulate	VERB
flr-348	154	30	their	their	PRON
flr-348	154	31	own	own	ADJ
flr-348	154	32	learning	learning	NOUN
flr-348	154	33	,	,	PUNCT
flr-348	154	34	thereby	thereby	ADV
flr-348	154	35	not	not	PART
flr-348	154	36	use	use	VERB
flr-348	154	37	learning	learn	VERB
flr-348	154	38	analytics	analytic	NOUN
flr-348	154	39	as	as	ADP
flr-348	154	40	a	a	DET
flr-348	154	41	‘	'	PUNCT
flr-348	154	42	crutch	crutch	NOUN
flr-348	154	43	.	.	PUNCT
flr-348	154	44	’	'	PUNCT
flr-348	155	1	in	in	ADP
flr-348	155	2	this	this	DET
flr-348	155	3	way	way	NOUN
flr-348	155	4	,	,	PUNCT
flr-348	155	5	participants	participant	NOUN
flr-348	155	6	in	in	ADP
flr-348	155	7	these	these	DET
flr-348	155	8	groups	group	NOUN
flr-348	155	9	argued	argue	VERB
flr-348	155	10	that	that	SCONJ
flr-348	155	11	it	it	PRON
flr-348	155	12	is	be	AUX
flr-348	155	13	important	important	ADJ
flr-348	155	14	to	to	PART
flr-348	155	15	‘	'	PUNCT
flr-348	155	16	sell	sell	AUX
flr-348	155	17	’	'	PUNCT
flr-348	155	18	learning	learn	VERB
flr-348	155	19	analytics	analytic	NOUN
flr-348	155	20	as	as	ADP
flr-348	155	21	beneficial	beneficial	ADJ
flr-348	155	22	to	to	ADP
flr-348	155	23	students	student	NOUN
flr-348	155	24	,	,	PUNCT
flr-348	155	25	not	not	PART
flr-348	155	26	just	just	ADV
flr-348	155	27	advisors	advisor	NOUN
flr-348	155	28	and	and	CCONJ
flr-348	155	29	teachers	teacher	NOUN
flr-348	155	30	.	.	PUNCT
flr-348	156	1	4.2.2	4.2.2	NUM
flr-348	156	2	theme	theme	NOUN
flr-348	156	3	2	2	NUM
flr-348	156	4	:	:	PUNCT
flr-348	156	5	learning	learn	VERB
flr-348	156	6	analytics	analytic	NOUN
flr-348	156	7	are	be	AUX
flr-348	156	8	on	on	ADP
flr-348	156	9	the	the	DET
flr-348	156	10	cutting	cut	VERB
flr-348	156	11	edge	edge	NOUN
flr-348	156	12	of	of	ADP
flr-348	156	13	educational	educational	ADJ
flr-348	156	14	research	research	NOUN
flr-348	156	15	and	and	CCONJ
flr-348	156	16	this	this	DET
flr-348	156	17	poses	pose	VERB
flr-348	156	18	unique	unique	ADJ
flr-348	156	19	challenges	challenge	NOUN
flr-348	156	20	‘	'	PUNCT
flr-348	156	21	for	for	ADP
flr-348	156	22	right	right	ADV
flr-348	156	23	now	now	ADV
flr-348	156	24	,	,	PUNCT
flr-348	156	25	it	it	PRON
flr-348	156	26	's	be	AUX
flr-348	156	27	just	just	ADV
flr-348	156	28	me	i	PRON
flr-348	156	29	and	and	CCONJ
flr-348	156	30	i	i	PRON
flr-348	156	31	have	have	VERB
flr-348	156	32	to	to	PART
flr-348	156	33	find	find	VERB
flr-348	156	34	everyone	everyone	PRON
flr-348	156	35	.	.	PUNCT
flr-348	157	1	so	so	ADV
flr-348	157	2	,	,	PUNCT
flr-348	157	3	i	i	PRON
flr-348	157	4	'm	be	AUX
flr-348	157	5	building	build	VERB
flr-348	157	6	it	it	PRON
flr-348	157	7	from	from	ADP
flr-348	157	8	the	the	DET
flr-348	157	9	ground	ground	NOUN
flr-348	157	10	up	up	ADP
flr-348	158	1	and	and	CCONJ
flr-348	158	2	i	i	PRON
flr-348	158	3	have	have	VERB
flr-348	158	4	to	to	PART
flr-348	158	5	find	find	VERB
flr-348	158	6	people	people	NOUN
flr-348	158	7	at	at	ADP
flr-348	158	8	my	my	PRON
flr-348	158	9	institution	institution	NOUN
flr-348	158	10	with	with	ADP
flr-348	158	11	these	these	DET
flr-348	158	12	skills	skill	NOUN
flr-348	158	13	.	.	PUNCT
flr-348	158	14	’	'	PUNCT
flr-348	159	1	in	in	ADP
flr-348	159	2	the	the	DET
flr-348	159	3	whole	whole	ADJ
flr-348	159	4	group	group	NOUN
flr-348	159	5	discussion	discussion	NOUN
flr-348	159	6	and	and	CCONJ
flr-348	159	7	our	our	PRON
flr-348	159	8	workshop	workshop	NOUN
flr-348	159	9	survey	survey	NOUN
flr-348	159	10	,	,	PUNCT
flr-348	159	11	participants	participant	NOUN
flr-348	159	12	noted	note	VERB
flr-348	159	13	there	there	PRON
flr-348	159	14	are	be	VERB
flr-348	159	15	wide	wide	ADJ
flr-348	159	16	variations	variation	NOUN
flr-348	159	17	in	in	ADP
flr-348	159	18	levels	level	NOUN
flr-348	159	19	of	of	ADP
flr-348	159	20	familiarity	familiarity	NOUN
flr-348	159	21	and	and	CCONJ
flr-348	159	22	comfort	comfort	NOUN
flr-348	159	23	with	with	ADP
flr-348	159	24	learning	learn	VERB
flr-348	159	25	analytics	analytic	NOUN
flr-348	159	26	techniques	technique	NOUN
flr-348	159	27	at	at	ADP
flr-348	159	28	their	their	PRON
flr-348	159	29	institutions	institution	NOUN
flr-348	159	30	.	.	PUNCT
flr-348	160	1	in	in	ADP
flr-348	160	2	five	five	NUM
flr-348	160	3	of	of	ADP
flr-348	160	4	the	the	DET
flr-348	160	5	six	six	NUM
flr-348	160	6	small	small	ADJ
flr-348	160	7	groups	group	NOUN
flr-348	160	8	,	,	PUNCT
flr-348	160	9	participants	participant	NOUN
flr-348	160	10	elaborated	elaborate	VERB
flr-348	160	11	that	that	SCONJ
flr-348	160	12	,	,	PUNCT
flr-348	160	13	despite	despite	SCONJ
flr-348	160	14	this	this	DET
flr-348	160	15	inconsistency	inconsistency	NOUN
flr-348	160	16	,	,	PUNCT
flr-348	160	17	they	they	PRON
flr-348	160	18	personally	personally	ADV
flr-348	160	19	viewed	view	VERB
flr-348	160	20	learning	learn	VERB
flr-348	160	21	analytics	analytic	NOUN
flr-348	160	22	as	as	ADP
flr-348	160	23	a	a	DET
flr-348	160	24	powerful	powerful	ADJ
flr-348	160	25	method	method	NOUN
flr-348	160	26	because	because	SCONJ
flr-348	160	27	it	it	PRON
flr-348	160	28	brings	bring	VERB
flr-348	160	29	together	together	ADP
flr-348	160	30	researchers	researcher	NOUN
flr-348	160	31	from	from	ADP
flr-348	160	32	diverse	diverse	ADJ
flr-348	160	33	disciplines	discipline	NOUN
flr-348	160	34	in	in	ADP
flr-348	160	35	a	a	DET
flr-348	160	36	way	way	NOUN
flr-348	160	37	that	that	PRON
flr-348	160	38	traditional	traditional	ADJ
flr-348	160	39	educational	educational	ADJ
flr-348	160	40	research	research	NOUN
flr-348	160	41	methods	method	NOUN
flr-348	160	42	have	have	VERB
flr-348	160	43	not	not	PART
flr-348	160	44	.	.	PUNCT
flr-348	161	1	however	however	ADV
flr-348	161	2	,	,	PUNCT
flr-348	161	3	participants	participant	NOUN
flr-348	161	4	have	have	AUX
flr-348	161	5	found	find	VERB
flr-348	161	6	it	it	PRON
flr-348	161	7	challenging	challenging	ADJ
flr-348	161	8	to	to	PART
flr-348	161	9	establish	establish	VERB
flr-348	161	10	(	(	PUNCT
flr-348	161	11	or	or	CCONJ
flr-348	161	12	find	find	VERB
flr-348	161	13	)	)	PUNCT
flr-348	161	14	needed	needed	ADJ
flr-348	161	15	expertise	expertise	NOUN
flr-348	161	16	,	,	PUNCT
flr-348	161	17	work	work	VERB
flr-348	161	18	with	with	ADP
flr-348	161	19	complex	complex	ADJ
flr-348	161	20	data	datum	NOUN
flr-348	161	21	,	,	PUNCT
flr-348	161	22	learn	learn	VERB
flr-348	161	23	and	and	CCONJ
flr-348	161	24	use	use	VERB
flr-348	161	25	advanced	advanced	ADJ
flr-348	161	26	analysis	analysis	NOUN
flr-348	161	27	techniques	technique	NOUN
flr-348	161	28	,	,	PUNCT
flr-348	161	29	and	and	CCONJ
flr-348	161	30	access	access	NOUN
flr-348	161	31	needed	need	VERB
flr-348	161	32	technologies	technology	NOUN
flr-348	161	33	.	.	PUNCT
flr-348	162	1	this	this	DET
flr-348	162	2	notion	notion	NOUN
flr-348	162	3	was	be	AUX
flr-348	162	4	highlighted	highlight	VERB
flr-348	162	5	in	in	ADP
flr-348	162	6	the	the	DET
flr-348	162	7	whole	whole	ADJ
flr-348	162	8	-	-	PUNCT
flr-348	162	9	group	group	NOUN
flr-348	162	10	discussion	discussion	NOUN
flr-348	162	11	,	,	PUNCT
flr-348	162	12	the	the	DET
flr-348	162	13	workshop	workshop	NOUN
flr-348	162	14	survey	survey	NOUN
flr-348	162	15	,	,	PUNCT
flr-348	162	16	and	and	CCONJ
flr-348	162	17	in	in	ADP
flr-348	162	18	all	all	DET
flr-348	162	19	six	six	NUM
flr-348	162	20	of	of	ADP
flr-348	162	21	the	the	DET
flr-348	162	22	small	small	ADJ
flr-348	162	23	group	group	NOUN
flr-348	162	24	discussions	discussion	NOUN
flr-348	162	25	.	.	PUNCT
flr-348	163	1	across	across	ADP
flr-348	163	2	the	the	DET
flr-348	163	3	various	various	ADJ
flr-348	163	4	discussions	discussion	NOUN
flr-348	163	5	,	,	PUNCT
flr-348	163	6	there	there	PRON
flr-348	163	7	was	be	VERB
flr-348	163	8	a	a	DET
flr-348	163	9	sense	sense	NOUN
flr-348	163	10	that	that	SCONJ
flr-348	163	11	these	these	DET
flr-348	163	12	challenges	challenge	NOUN
flr-348	163	13	stemmed	stem	VERB
flr-348	163	14	from	from	ADP
flr-348	163	15	the	the	DET
flr-348	163	16	newness	newness	NOUN
flr-348	163	17	of	of	ADP
flr-348	163	18	the	the	DET
flr-348	163	19	field	field	NOUN
flr-348	163	20	and	and	CCONJ
flr-348	163	21	participants	participant	NOUN
flr-348	163	22	often	often	ADV
flr-348	163	23	likened	liken	VERB
flr-348	163	24	using	use	VERB
flr-348	163	25	learning	learn	VERB
flr-348	163	26	analytics	analytic	NOUN
flr-348	163	27	to	to	ADP
flr-348	163	28	embarking	embark	VERB
flr-348	163	29	alone	alone	ADV
flr-348	163	30	on	on	ADP
flr-348	163	31	an	an	DET
flr-348	163	32	adventure	adventure	NOUN
flr-348	163	33	for	for	ADP
flr-348	163	34	which	which	PRON
flr-348	163	35	you	you	PRON
flr-348	163	36	are	be	AUX
flr-348	163	37	not	not	PART
flr-348	163	38	prepared	prepare	VERB
flr-348	163	39	.	.	PUNCT
flr-348	164	1	4.2.3	4.2.3	NUM
flr-348	164	2	theme	theme	NOUN
flr-348	164	3	3	3	NUM
flr-348	164	4	:	:	PUNCT
flr-348	164	5	combining	combine	VERB
flr-348	164	6	learning	learn	VERB
flr-348	164	7	analytics	analytic	NOUN
flr-348	164	8	methods	method	NOUN
flr-348	164	9	with	with	ADP
flr-348	164	10	other	other	ADJ
flr-348	164	11	methods	method	NOUN
flr-348	164	12	‘	'	PUNCT
flr-348	164	13	i	i	PRON
flr-348	164	14	ran	run	VERB
flr-348	164	15	in	in	ADP
flr-348	164	16	a	a	DET
flr-348	164	17	lot	lot	NOUN
flr-348	164	18	of	of	ADP
flr-348	164	19	trouble	trouble	NOUN
flr-348	164	20	of	of	ADP
flr-348	164	21	,	,	PUNCT
flr-348	164	22	like	like	INTJ
flr-348	164	23	,	,	PUNCT
flr-348	164	24	getting	get	VERB
flr-348	164	25	a	a	DET
flr-348	164	26	lot	lot	NOUN
flr-348	164	27	of	of	ADP
flr-348	164	28	data	datum	NOUN
flr-348	164	29	but	but	CCONJ
flr-348	164	30	not	not	PART
flr-348	164	31	really	really	ADV
flr-348	164	32	feel	feel	VERB
flr-348	164	33	how	how	SCONJ
flr-348	164	34	to	to	PART
flr-348	164	35	interpret	interpret	VERB
flr-348	164	36	it	it	PRON
flr-348	164	37	.	.	PUNCT
flr-348	165	1	because	because	SCONJ
flr-348	165	2	you	you	PRON
flr-348	165	3	only	only	ADV
flr-348	165	4	see	see	VERB
flr-348	165	5	the	the	DET
flr-348	165	6	patterns	pattern	NOUN
flr-348	165	7	,	,	PUNCT
flr-348	165	8	but	but	CCONJ
flr-348	165	9	you	you	PRON
flr-348	165	10	do	do	AUX
flr-348	165	11	n’t	not	PART
flr-348	165	12	know	know	VERB
flr-348	165	13	why	why	SCONJ
flr-348	165	14	or	or	CCONJ
flr-348	165	15	how	how	SCONJ
flr-348	165	16	…	…	PUNCT
flr-348	165	17	i	i	PRON
flr-348	165	18	’m	’m	AUX
flr-348	165	19	really	really	ADV
flr-348	165	20	thinking	think	VERB
flr-348	165	21	about	about	ADP
flr-348	165	22	mixing	mix	VERB
flr-348	165	23	it	it	PRON
flr-348	165	24	,	,	PUNCT
flr-348	165	25	with	with	ADP
flr-348	165	26	the	the	DET
flr-348	165	27	log	log	NOUN
flr-348	165	28	data	datum	NOUN
flr-348	165	29	analysis	analysis	NOUN
flr-348	165	30	but	but	CCONJ
flr-348	165	31	then	then	ADV
flr-348	165	32	also	also	ADV
flr-348	165	33	interviewing	interview	VERB
flr-348	165	34	them	they	PRON
flr-348	165	35	…	…	PUNCT
flr-348	165	36	you	you	PRON
flr-348	165	37	usually	usually	ADV
flr-348	165	38	need	need	VERB
flr-348	165	39	somebody	somebody	PRON
flr-348	165	40	’s	’s	PART
flr-348	165	41	explanation	explanation	NOUN
flr-348	165	42	about	about	ADP
flr-348	165	43	why	why	SCONJ
flr-348	165	44	they	they	PRON
flr-348	165	45	did	do	AUX
flr-348	165	46	what	what	PRON
flr-348	165	47	they	they	PRON
flr-348	165	48	did	do	VERB
flr-348	165	49	.	.	PUNCT
flr-348	165	50	’	'	PUNCT
flr-348	166	1	many	many	ADJ
flr-348	166	2	participants	participant	NOUN
flr-348	166	3	in	in	ADP
flr-348	166	4	both	both	CCONJ
flr-348	166	5	the	the	DET
flr-348	166	6	whole	whole	ADJ
flr-348	166	7	and	and	CCONJ
flr-348	166	8	small	small	ADJ
flr-348	166	9	group	group	NOUN
flr-348	166	10	discussions	discussion	NOUN
flr-348	166	11	consistently	consistently	ADV
flr-348	166	12	noted	note	VERB
flr-348	166	13	the	the	DET
flr-348	166	14	value	value	NOUN
flr-348	166	15	of	of	ADP
flr-348	166	16	combining	combine	VERB
flr-348	166	17	learning	learn	VERB
flr-348	166	18	analytics	analytic	NOUN
flr-348	166	19	with	with	ADP
flr-348	166	20	more	more	ADV
flr-348	166	21	traditional	traditional	ADJ
flr-348	166	22	education	education	NOUN
flr-348	166	23	research	research	NOUN
flr-348	166	24	methodologies	methodology	NOUN
flr-348	166	25	.	.	PUNCT
flr-348	167	1	although	although	SCONJ
flr-348	167	2	this	this	PRON
flr-348	167	3	was	be	AUX
flr-348	167	4	particularly	particularly	ADV
flr-348	167	5	prevalent	prevalent	ADJ
flr-348	167	6	in	in	ADP
flr-348	167	7	topic	topic	NOUN
flr-348	167	8	5	5	NUM
flr-348	167	9	(	(	PUNCT
flr-348	167	10	combining	combine	VERB
flr-348	167	11	learning	learn	VERB
flr-348	167	12	analytics	analytic	NOUN
flr-348	167	13	with	with	ADP
flr-348	167	14	other	other	ADJ
flr-348	167	15	methods	method	NOUN
flr-348	167	16	)	)	PUNCT
flr-348	167	17	and	and	CCONJ
flr-348	167	18	topic	topic	NOUN
flr-348	167	19	4	4	NUM
flr-348	167	20	(	(	PUNCT
flr-348	167	21	learning	learn	VERB
flr-348	167	22	dispositions	disposition	NOUN
flr-348	167	23	)	)	PUNCT
flr-348	167	24	,	,	PUNCT
flr-348	167	25	the	the	DET
flr-348	167	26	value	value	NOUN
flr-348	167	27	of	of	ADP
flr-348	167	28	using	use	VERB
flr-348	167	29	other	other	ADJ
flr-348	167	30	methods	method	NOUN
flr-348	167	31	in	in	ADP
flr-348	167	32	combination	combination	NOUN
flr-348	167	33	with	with	ADP
flr-348	167	34	the	the	DET
flr-348	167	35	more	more	ADV
flr-348	167	36	automated	automated	ADJ
flr-348	167	37	and	and	CCONJ
flr-348	167	38	quantitative	quantitative	ADJ
flr-348	167	39	learning	learning	NOUN
flr-348	167	40	analytics	analytic	NOUN
flr-348	167	41	data	datum	NOUN
flr-348	167	42	was	be	AUX
flr-348	167	43	outlined	outline	VERB
flr-348	167	44	in	in	ADP
flr-348	167	45	three	three	NUM
flr-348	167	46	other	other	ADJ
flr-348	167	47	small	small	ADJ
flr-348	167	48	group	group	NOUN
flr-348	167	49	discussions	discussion	NOUN
flr-348	167	50	.	.	PUNCT
flr-348	168	1	when	when	SCONJ
flr-348	168	2	discussing	discuss	VERB
flr-348	168	3	their	their	PRON
flr-348	168	4	own	own	ADJ
flr-348	168	5	work	work	NOUN
flr-348	168	6	throughout	throughout	ADP
flr-348	168	7	the	the	DET
flr-348	168	8	workshop	workshop	NOUN
flr-348	168	9	,	,	PUNCT
flr-348	168	10	comments	comment	NOUN
flr-348	168	11	from	from	ADP
flr-348	168	12	15	15	NUM
flr-348	168	13	of	of	ADP
flr-348	168	14	the	the	DET
flr-348	168	15	25	25	NUM
flr-348	168	16	participants	participant	NOUN
flr-348	168	17	indicated	indicate	VERB
flr-348	168	18	that	that	SCONJ
flr-348	168	19	early	early	ADJ
flr-348	168	20	career	career	NOUN
flr-348	168	21	education	education	NOUN
flr-348	168	22	researchers	researcher	NOUN
flr-348	168	23	were	be	AUX
flr-348	168	24	either	either	CCONJ
flr-348	168	25	already	already	ADV
flr-348	168	26	multiple	multiple	ADJ
flr-348	168	27	methods	method	NOUN
flr-348	168	28	or	or	CCONJ
flr-348	168	29	hoped	hope	VERB
flr-348	168	30	to	to	PART
flr-348	168	31	combine	combine	VERB
flr-348	168	32	methods	method	NOUN
flr-348	168	33	in	in	ADP
flr-348	168	34	the	the	DET
flr-348	168	35	future	future	NOUN
flr-348	168	36	.	.	PUNCT
flr-348	169	1	among	among	ADP
flr-348	169	2	other	other	ADJ
flr-348	169	3	methods	method	NOUN
flr-348	169	4	,	,	PUNCT
flr-348	169	5	participants	participant	NOUN
flr-348	169	6	referenced	reference	VERB
flr-348	169	7	social	social	ADJ
flr-348	169	8	network	network	NOUN
flr-348	169	9	analysis	analysis	NOUN
flr-348	169	10	surveys	survey	NOUN
flr-348	169	11	,	,	PUNCT
flr-348	169	12	interviews	interview	NOUN
flr-348	169	13	,	,	PUNCT
flr-348	169	14	document	document	NOUN
flr-348	169	15	analysis	analysis	NOUN
flr-348	169	16	,	,	PUNCT
flr-348	169	17	eye	eye	NOUN
flr-348	169	18	tracking	tracking	NOUN
flr-348	169	19	technologies	technology	NOUN
flr-348	169	20	,	,	PUNCT
flr-348	169	21	and	and	CCONJ
flr-348	169	22	psychometric	psychometric	ADJ
flr-348	169	23	questionnaires	questionnaire	NOUN
flr-348	169	24	.	.	PUNCT
flr-348	170	1	in	in	ADP
flr-348	170	2	general	general	ADJ
flr-348	170	3	,	,	PUNCT
flr-348	170	4	participants	participant	NOUN
flr-348	170	5	aimed	aim	VERB
flr-348	170	6	to	to	PART
flr-348	170	7	combine	combine	VERB
flr-348	170	8	learning	learn	VERB
flr-348	170	9	analytics	analytic	NOUN
flr-348	170	10	with	with	ADP
flr-348	170	11	other	other	ADJ
flr-348	170	12	methods	method	NOUN
flr-348	170	13	because	because	SCONJ
flr-348	170	14	they	they	PRON
flr-348	170	15	believed	believe	VERB
flr-348	170	16	that	that	SCONJ
flr-348	170	17	this	this	PRON
flr-348	170	18	would	would	AUX
flr-348	170	19	provide	provide	VERB
flr-348	170	20	a	a	DET
flr-348	170	21	stronger	strong	ADJ
flr-348	170	22	evidence	evidence	NOUN
flr-348	170	23	base	base	NOUN
flr-348	170	24	,	,	PUNCT
flr-348	170	25	mitigate	mitigate	NOUN
flr-348	170	26	biases	bias	NOUN
flr-348	170	27	,	,	PUNCT
flr-348	170	28	and	and	CCONJ
flr-348	170	29	add	add	VERB
flr-348	170	30	the	the	DET
flr-348	170	31	‘	'	PUNCT
flr-348	170	32	how	how	SCONJ
flr-348	170	33	-	-	PUNCT
flr-348	170	34	and	and	CCONJ
flr-348	170	35	-	-	PUNCT
flr-348	170	36	why	why	SCONJ
flr-348	170	37	’	'	PUNCT
flr-348	170	38	or	or	CCONJ
flr-348	170	39	intent	intent	NOUN
flr-348	170	40	to	to	ADP
flr-348	170	41	their	their	PRON
flr-348	170	42	analysis	analysis	NOUN
flr-348	170	43	and	and	CCONJ
flr-348	170	44	findings	finding	NOUN
flr-348	170	45	.	.	PUNCT
flr-348	171	1	however	however	ADV
flr-348	171	2	,	,	PUNCT
flr-348	171	3	several	several	ADJ
flr-348	171	4	participants	participant	NOUN
flr-348	171	5	in	in	ADP
flr-348	171	6	the	the	DET
flr-348	171	7	topic	topic	NOUN
flr-348	171	8	5	5	NUM
flr-348	171	9	discussion	discussion	NOUN
flr-348	171	10	expressed	express	VERB
flr-348	171	11	concerns	concern	NOUN
flr-348	171	12	that	that	SCONJ
flr-348	171	13	they	they	PRON
flr-348	171	14	may	may	AUX
flr-348	171	15	not	not	PART
flr-348	171	16	be	be	AUX
flr-348	171	17	able	able	ADJ
flr-348	171	18	to	to	PART
flr-348	171	19	access	access	VERB
flr-348	171	20	the	the	DET
flr-348	171	21	data	datum	NOUN
flr-348	171	22	or	or	CCONJ
flr-348	171	23	participant	participant	ADJ
flr-348	171	24	numbers	number	NOUN
flr-348	171	25	they	they	PRON
flr-348	171	26	would	would	AUX
flr-348	171	27	require	require	VERB
flr-348	171	28	to	to	PART
flr-348	171	29	use	use	VERB
flr-348	171	30	multiple	multiple	ADJ
flr-348	171	31	methods	method	NOUN
flr-348	171	32	.	.	PUNCT
flr-348	172	1	4.2.4	4.2.4	NUM
flr-348	172	2	theme	theme	NOUN
flr-348	172	3	4	4	NUM
flr-348	172	4	:	:	PUNCT
flr-348	172	5	contemplating	contemplate	VERB
flr-348	172	6	theory	theory	NOUN
flr-348	172	7	-	-	PUNCT
flr-348	172	8	driven	drive	VERB
flr-348	172	9	learning	learning	NOUN
flr-348	172	10	analytics	analytic	NOUN
flr-348	172	11	versus	versus	ADP
flr-348	172	12	learning	learn	VERB
flr-348	172	13	analytics	analytic	NOUN
flr-348	172	14	-	-	PUNCT
flr-348	172	15	driven	drive	VERB
flr-348	172	16	theory	theory	NOUN
flr-348	172	17	‘	'	PUNCT
flr-348	172	18	…	…	PUNCT
flr-348	172	19	the	the	DET
flr-348	172	20	theory	theory	NOUN
flr-348	172	21	often	often	ADV
flr-348	172	22	seduces	seduce	VERB
flr-348	172	23	you	you	PRON
flr-348	172	24	to	to	PART
flr-348	172	25	see	see	VERB
flr-348	172	26	something	something	PRON
flr-348	172	27	in	in	ADP
flr-348	172	28	the	the	DET
flr-348	172	29	data	datum	NOUN
flr-348	172	30	which	which	PRON
flr-348	172	31	might	might	AUX
flr-348	172	32	not	not	PART
flr-348	172	33	entirely	entirely	ADV
flr-348	172	34	be	be	AUX
flr-348	172	35	there	there	ADV
flr-348	172	36	.	.	PUNCT
flr-348	173	1	it	it	PRON
flr-348	173	2	’s	’	VERB
flr-348	173	3	still	still	ADV
flr-348	173	4	quite	quite	ADV
flr-348	173	5	tricky	tricky	ADJ
flr-348	173	6	…	…	PUNCT
flr-348	173	7	’	'	PUNCT
flr-348	173	8	there	there	PRON
flr-348	173	9	was	be	VERB
flr-348	173	10	some	some	DET
flr-348	173	11	debate	debate	NOUN
flr-348	173	12	in	in	ADP
flr-348	173	13	the	the	DET
flr-348	173	14	whole	whole	ADJ
flr-348	173	15	group	group	NOUN
flr-348	173	16	discussions	discussion	NOUN
flr-348	173	17	(	(	PUNCT
flr-348	173	18	four	four	NUM
flr-348	173	19	comments	comment	NOUN
flr-348	173	20	)	)	PUNCT
flr-348	173	21	and	and	CCONJ
flr-348	173	22	across	across	ADP
flr-348	173	23	the	the	DET
flr-348	173	24	small	small	ADJ
flr-348	173	25	group	group	NOUN
flr-348	173	26	discussions	discussion	NOUN
flr-348	173	27	(	(	PUNCT
flr-348	173	28	twelve	twelve	NUM
flr-348	173	29	comments	comment	NOUN
flr-348	173	30	)	)	PUNCT
flr-348	173	31	on	on	ADP
flr-348	173	32	whether	whether	SCONJ
flr-348	173	33	learning	learn	VERB
flr-348	173	34	analytics	analytic	NOUN
flr-348	173	35	should	should	AUX
flr-348	173	36	be	be	AUX
flr-348	173	37	theory	theory	NOUN
flr-348	173	38	-	-	PUNCT
flr-348	173	39	driven	drive	VERB
flr-348	173	40	or	or	CCONJ
flr-348	173	41	data	datum	NOUN
flr-348	173	42	-	-	PUNCT
flr-348	173	43	driven	drive	VERB
flr-348	173	44	.	.	PUNCT
flr-348	174	1	discussed	discuss	VERB
flr-348	174	2	by	by	ADP
flr-348	174	3	nearly	nearly	ADV
flr-348	174	4	half	half	NOUN
flr-348	174	5	of	of	ADP
flr-348	174	6	the	the	DET
flr-348	174	7	participants	participant	NOUN
flr-348	174	8	throughout	throughout	ADP
flr-348	174	9	the	the	DET
flr-348	174	10	workshop	workshop	NOUN
flr-348	174	11	,	,	PUNCT
flr-348	174	12	there	there	PRON
flr-348	174	13	were	be	VERB
flr-348	174	14	conflicting	conflicting	ADJ
flr-348	174	15	views	view	NOUN
flr-348	174	16	between	between	ADP
flr-348	174	17	them	they	PRON
flr-348	174	18	about	about	ADP
flr-348	174	19	whether	whether	SCONJ
flr-348	174	20	theory	theory	NOUN
flr-348	174	21	should	should	AUX
flr-348	174	22	inform	inform	VERB
flr-348	174	23	data	datum	NOUN
flr-348	174	24	analysis	analysis	NOUN
flr-348	174	25	choices	choice	NOUN
flr-348	174	26	or	or	CCONJ
flr-348	174	27	whether	whether	SCONJ
flr-348	174	28	the	the	DET
flr-348	174	29	data	datum	NOUN
flr-348	174	30	should	should	AUX
flr-348	174	31	be	be	AUX
flr-348	174	32	explored	explore	VERB
flr-348	174	33	to	to	PART
flr-348	174	34	develop	develop	VERB
flr-348	174	35	or	or	CCONJ
flr-348	174	36	inform	inform	VERB
flr-348	174	37	new	new	ADJ
flr-348	174	38	theories	theory	NOUN
flr-348	174	39	.	.	PUNCT
flr-348	175	1	four	four	NUM
flr-348	175	2	participants	participant	NOUN
flr-348	175	3	described	describe	VERB
flr-348	175	4	that	that	SCONJ
flr-348	175	5	focusing	focus	VERB
flr-348	175	6	on	on	ADP
flr-348	175	7	existing	exist	VERB
flr-348	175	8	theories	theory	NOUN
flr-348	175	9	was	be	AUX
flr-348	175	10	limiting	limit	VERB
flr-348	175	11	,	,	PUNCT
flr-348	175	12	as	as	SCONJ
flr-348	175	13	the	the	DET
flr-348	175	14	data	datum	NOUN
flr-348	175	15	should	should	AUX
flr-348	175	16	‘	'	PUNCT
flr-348	175	17	speak	speak	VERB
flr-348	175	18	for	for	ADP
flr-348	175	19	itself	itself	PRON
flr-348	175	20	’	'	PUNCT
flr-348	175	21	.	.	PUNCT
flr-348	176	1	in	in	ADP
flr-348	176	2	this	this	DET
flr-348	176	3	way	way	NOUN
flr-348	176	4	,	,	PUNCT
flr-348	176	5	there	there	PRON
flr-348	176	6	were	be	VERB
flr-348	176	7	suggestions	suggestion	NOUN
flr-348	176	8	that	that	SCONJ
flr-348	176	9	theories	theory	NOUN
flr-348	176	10	should	should	AUX
flr-348	176	11	be	be	AUX
flr-348	176	12	developed	develop	VERB
flr-348	176	13	from	from	ADP
flr-348	176	14	the	the	DET
flr-348	176	15	analysis	analysis	NOUN
flr-348	176	16	and	and	CCONJ
flr-348	176	17	findings	finding	NOUN
flr-348	176	18	because	because	SCONJ
flr-348	176	19	existing	exist	VERB
flr-348	176	20	theories	theory	NOUN
flr-348	176	21	might	might	AUX
flr-348	176	22	not	not	PART
flr-348	176	23	match	match	VERB
flr-348	176	24	students	student	NOUN
flr-348	176	25	’	'	PUNCT
flr-348	176	26	measurable	measurable	ADJ
flr-348	176	27	behaviours	behaviour	NOUN
flr-348	176	28	.	.	PUNCT
flr-348	177	1	at	at	ADP
flr-348	177	2	the	the	DET
flr-348	177	3	same	same	ADJ
flr-348	177	4	time	time	NOUN
flr-348	177	5	,	,	PUNCT
flr-348	177	6	five	five	NUM
flr-348	177	7	other	other	ADJ
flr-348	177	8	participants	participant	NOUN
flr-348	177	9	gravitated	gravitate	VERB
flr-348	177	10	towards	towards	ADP
flr-348	177	11	more	more	ADJ
flr-348	177	12	theory	theory	NOUN
flr-348	177	13	-	-	PUNCT
flr-348	177	14	driven	drive	VERB
flr-348	177	15	analytics	analytic	NOUN
flr-348	177	16	to	to	PART
flr-348	177	17	understand	understand	VERB
flr-348	177	18	what	what	PRON
flr-348	177	19	variables	variable	NOUN
flr-348	177	20	to	to	PART
flr-348	177	21	consider	consider	VERB
flr-348	177	22	and	and	CCONJ
flr-348	177	23	to	to	PART
flr-348	177	24	bring	bring	VERB
flr-348	177	25	the	the	DET
flr-348	177	26	‘	'	PUNCT
flr-348	177	27	why	why	SCONJ
flr-348	177	28	’	'	PUNCT
flr-348	177	29	factor	factor	NOUN
flr-348	177	30	into	into	ADP
flr-348	177	31	their	their	PRON
flr-348	177	32	findings	finding	NOUN
flr-348	177	33	.	.	PUNCT
flr-348	178	1	this	this	DET
flr-348	178	2	second	second	ADJ
flr-348	178	3	perspective	perspective	NOUN
flr-348	178	4	was	be	AUX
flr-348	178	5	more	more	ADV
flr-348	178	6	in	in	ADP
flr-348	178	7	line	line	NOUN
flr-348	178	8	with	with	ADP
flr-348	178	9	more	more	ADV
flr-348	178	10	established	establish	VERB
flr-348	178	11	experts	expert	NOUN
flr-348	178	12	in	in	ADP
flr-348	178	13	the	the	DET
flr-348	178	14	field	field	NOUN
flr-348	178	15	(	(	PUNCT
flr-348	178	16	gašević	gašević	PROPN
flr-348	178	17	et	et	PROPN
flr-348	178	18	al	al	PROPN
flr-348	178	19	.	.	PROPN
flr-348	178	20	,	,	PUNCT
flr-348	178	21	2015	2015	NUM
flr-348	178	22	)	)	PUNCT
flr-348	178	23	,	,	PUNCT
flr-348	178	24	who	who	PRON
flr-348	178	25	have	have	AUX
flr-348	178	26	argued	argue	VERB
flr-348	178	27	that	that	SCONJ
flr-348	178	28	learning	learn	VERB
flr-348	178	29	analytics	analytic	NOUN
flr-348	178	30	researchers	researcher	NOUN
flr-348	178	31	must	must	AUX
flr-348	178	32	explicitly	explicitly	ADV
flr-348	178	33	engage	engage	VERB
flr-348	178	34	with	with	ADP
flr-348	178	35	the	the	DET
flr-348	178	36	underlying	underlie	VERB
flr-348	178	37	assumptions	assumption	NOUN
flr-348	178	38	of	of	ADP
flr-348	178	39	using	use	VERB
flr-348	178	40	learning	learn	VERB
flr-348	178	41	analytics	analytic	NOUN
flr-348	178	42	data	datum	NOUN
flr-348	178	43	and	and	CCONJ
flr-348	178	44	the	the	DET
flr-348	178	45	educational	educational	ADJ
flr-348	178	46	theories	theory	NOUN
flr-348	178	47	underpinning	underpin	VERB
flr-348	178	48	their	their	PRON
flr-348	178	49	research	research	NOUN
flr-348	178	50	.	.	PUNCT
flr-348	179	1	4.2.5	4.2.5	NUM
flr-348	179	2	theme	theme	NOUN
flr-348	179	3	5	5	NUM
flr-348	179	4	:	:	PUNCT
flr-348	179	5	aiming	aim	VERB
flr-348	179	6	to	to	PART
flr-348	179	7	contextualise	contextualise	VERB
flr-348	179	8	their	their	PRON
flr-348	179	9	data	datum	NOUN
flr-348	179	10	to	to	ADP
flr-348	179	11	the	the	DET
flr-348	179	12	realities	reality	NOUN
flr-348	179	13	of	of	ADP
flr-348	179	14	students	student	NOUN
flr-348	179	15	’	'	PUNCT
flr-348	179	16	lives	life	NOUN
flr-348	179	17	and	and	CCONJ
flr-348	179	18	experiences	experience	NOUN
flr-348	179	19	‘	'	PUNCT
flr-348	179	20	sometimes	sometimes	ADV
flr-348	179	21	it	it	PRON
flr-348	179	22	’s	’	VERB
flr-348	179	23	not	not	PART
flr-348	179	24	the	the	DET
flr-348	179	25	amount	amount	NOUN
flr-348	179	26	of	of	ADP
flr-348	179	27	time	time	NOUN
flr-348	179	28	they	they	PRON
flr-348	179	29	spent	spend	VERB
flr-348	179	30	,	,	PUNCT
flr-348	179	31	but	but	CCONJ
flr-348	179	32	the	the	DET
flr-348	179	33	sequence	sequence	NOUN
flr-348	179	34	of	of	ADP
flr-348	179	35	time	time	NOUN
flr-348	179	36	they	they	PRON
flr-348	179	37	spent	spend	VERB
flr-348	179	38	on	on	ADP
flr-348	179	39	something	something	PRON
flr-348	179	40	.	.	PUNCT
flr-348	180	1	or	or	CCONJ
flr-348	180	2	you	you	PRON
flr-348	180	3	have	have	VERB
flr-348	180	4	to	to	PART
flr-348	180	5	know	know	VERB
flr-348	180	6	the	the	DET
flr-348	180	7	time	time	NOUN
flr-348	180	8	when	when	SCONJ
flr-348	180	9	they	they	PRON
flr-348	180	10	have	have	VERB
flr-348	180	11	an	an	DET
flr-348	180	12	exam	exam	NOUN
flr-348	180	13	,	,	PUNCT
flr-348	180	14	so	so	SCONJ
flr-348	180	15	you	you	PRON
flr-348	180	16	need	need	VERB
flr-348	180	17	to	to	PART
flr-348	180	18	take	take	VERB
flr-348	180	19	into	into	ADP
flr-348	180	20	account	account	NOUN
flr-348	180	21	the	the	DET
flr-348	180	22	context	context	NOUN
flr-348	180	23	of	of	ADP
flr-348	180	24	the	the	DET
flr-348	180	25	course	course	NOUN
flr-348	180	26	.	.	PUNCT
flr-348	180	27	’	'	PUNCT
flr-348	181	1	throughout	throughout	ADP
flr-348	181	2	all	all	DET
flr-348	181	3	workshop	workshop	NOUN
flr-348	181	4	activities	activity	NOUN
flr-348	181	5	,	,	PUNCT
flr-348	181	6	participants	participant	NOUN
flr-348	181	7	aimed	aim	VERB
flr-348	181	8	to	to	PART
flr-348	181	9	contextualise	contextualise	VERB
flr-348	181	10	the	the	DET
flr-348	181	11	data	datum	NOUN
flr-348	181	12	they	they	PRON
flr-348	181	13	collected	collect	VERB
flr-348	181	14	in	in	ADP
flr-348	181	15	light	light	NOUN
flr-348	181	16	of	of	ADP
flr-348	181	17	students	student	NOUN
flr-348	181	18	’	'	PUNCT
flr-348	181	19	realities	reality	NOUN
flr-348	181	20	and	and	CCONJ
flr-348	181	21	experiences	experience	NOUN
flr-348	181	22	.	.	PUNCT
flr-348	182	1	this	this	PRON
flr-348	182	2	was	be	AUX
flr-348	182	3	an	an	DET
flr-348	182	4	explicit	explicit	ADJ
flr-348	182	5	focus	focus	NOUN
flr-348	182	6	in	in	ADP
flr-348	182	7	the	the	DET
flr-348	182	8	topic	topic	NOUN
flr-348	182	9	6	6	NUM
flr-348	182	10	small	small	ADJ
flr-348	182	11	group	group	NOUN
flr-348	182	12	discussion	discussion	NOUN
flr-348	182	13	,	,	PUNCT
flr-348	182	14	but	but	CCONJ
flr-348	182	15	these	these	DET
flr-348	182	16	sentiments	sentiment	NOUN
flr-348	182	17	were	be	AUX
flr-348	182	18	brought	bring	VERB
flr-348	182	19	up	up	ADP
flr-348	182	20	in	in	ADP
flr-348	182	21	the	the	DET
flr-348	182	22	remaining	remain	VERB
flr-348	182	23	five	five	NUM
flr-348	182	24	small	small	ADJ
flr-348	182	25	groups	group	NOUN
flr-348	182	26	as	as	ADV
flr-348	182	27	well	well	ADV
flr-348	182	28	.	.	PUNCT
flr-348	183	1	in	in	ADP
flr-348	183	2	all	all	DET
flr-348	183	3	groups	group	NOUN
flr-348	183	4	,	,	PUNCT
flr-348	183	5	participants	participant	NOUN
flr-348	183	6	suggested	suggest	VERB
flr-348	183	7	that	that	SCONJ
flr-348	183	8	data	datum	NOUN
flr-348	183	9	is	be	AUX
flr-348	183	10	easier	easy	ADJ
flr-348	183	11	to	to	PART
flr-348	183	12	understand	understand	VERB
flr-348	183	13	in	in	ADP
flr-348	183	14	context	context	NOUN
flr-348	183	15	and	and	CCONJ
flr-348	183	16	that	that	SCONJ
flr-348	183	17	findings	finding	NOUN
flr-348	183	18	do	do	AUX
flr-348	183	19	not	not	PART
flr-348	183	20	always	always	ADV
flr-348	183	21	translate	translate	VERB
flr-348	183	22	between	between	ADP
flr-348	183	23	contexts	contexts	PROPN
flr-348	183	24	.	.	PUNCT
flr-348	184	1	this	this	PRON
flr-348	184	2	reflects	reflect	VERB
flr-348	184	3	positively	positively	ADV
flr-348	184	4	on	on	ADP
flr-348	184	5	the	the	DET
flr-348	184	6	future	future	NOUN
flr-348	184	7	of	of	ADP
flr-348	184	8	the	the	DET
flr-348	184	9	field	field	NOUN
flr-348	184	10	,	,	PUNCT
flr-348	184	11	as	as	SCONJ
flr-348	184	12	nearly	nearly	ADV
flr-348	184	13	all	all	PRON
flr-348	184	14	participants	participant	NOUN
flr-348	184	15	recognised	recognise	VERB
flr-348	184	16	a	a	DET
flr-348	184	17	need	need	NOUN
flr-348	184	18	for	for	ADP
flr-348	184	19	complex	complex	ADJ
flr-348	184	20	,	,	PUNCT
flr-348	184	21	well	well	ADV
flr-348	184	22	-	-	PUNCT
flr-348	184	23	rounded	rounded	ADJ
flr-348	184	24	research	research	NOUN
flr-348	184	25	that	that	PRON
flr-348	184	26	goes	go	VERB
flr-348	184	27	beyond	beyond	ADP
flr-348	184	28	simple	simple	ADJ
flr-348	184	29	click	click	NOUN
flr-348	184	30	data	datum	NOUN
flr-348	184	31	to	to	PART
flr-348	184	32	capture	capture	VERB
flr-348	184	33	the	the	DET
flr-348	184	34	nuances	nuance	NOUN
flr-348	184	35	of	of	ADP
flr-348	184	36	student	student	NOUN
flr-348	184	37	experiences	experience	NOUN
flr-348	184	38	.	.	PUNCT
flr-348	185	1	at	at	ADP
flr-348	185	2	the	the	DET
flr-348	185	3	same	same	ADJ
flr-348	185	4	time	time	NOUN
flr-348	185	5	,	,	PUNCT
flr-348	185	6	several	several	ADJ
flr-348	185	7	participants	participant	NOUN
flr-348	185	8	,	,	PUNCT
flr-348	185	9	particularly	particularly	ADV
flr-348	185	10	in	in	ADP
flr-348	185	11	the	the	DET
flr-348	185	12	topic	topic	NOUN
flr-348	185	13	2	2	NUM
flr-348	185	14	,	,	PUNCT
flr-348	185	15	3	3	NUM
flr-348	185	16	,	,	PUNCT
flr-348	185	17	and	and	CCONJ
flr-348	185	18	5	5	NUM
flr-348	185	19	discussions	discussion	NOUN
flr-348	185	20	,	,	PUNCT
flr-348	185	21	noted	note	VERB
flr-348	185	22	limitations	limitation	NOUN
flr-348	185	23	in	in	ADP
flr-348	185	24	their	their	PRON
flr-348	185	25	own	own	ADJ
flr-348	185	26	access	access	NOUN
flr-348	185	27	to	to	ADP
flr-348	185	28	data	datum	NOUN
flr-348	185	29	to	to	PART
flr-348	185	30	accomplish	accomplish	VERB
flr-348	185	31	this	this	PRON
flr-348	185	32	,	,	PUNCT
flr-348	185	33	which	which	PRON
flr-348	185	34	ultimately	ultimately	ADV
flr-348	185	35	may	may	AUX
flr-348	185	36	skew	skew	VERB
flr-348	185	37	results	result	NOUN
flr-348	185	38	.	.	PUNCT
flr-348	186	1	for	for	ADP
flr-348	186	2	example	example	NOUN
flr-348	186	3	,	,	PUNCT
flr-348	186	4	two	two	NUM
flr-348	186	5	participants	participant	NOUN
flr-348	186	6	commented	comment	VERB
flr-348	186	7	that	that	SCONJ
flr-348	186	8	data	data	NOUN
flr-348	186	9	may	may	AUX
flr-348	186	10	only	only	ADV
flr-348	186	11	be	be	AUX
flr-348	186	12	available	available	ADJ
flr-348	186	13	from	from	ADP
flr-348	186	14	learning	learn	VERB
flr-348	186	15	management	management	NOUN
flr-348	186	16	systems	system	NOUN
flr-348	186	17	,	,	PUNCT
flr-348	186	18	while	while	SCONJ
flr-348	186	19	students	student	NOUN
flr-348	186	20	are	be	AUX
flr-348	186	21	also	also	ADV
flr-348	186	22	using	use	VERB
flr-348	186	23	another	another	DET
flr-348	186	24	platform	platform	NOUN
flr-348	186	25	for	for	ADP
flr-348	186	26	their	their	PRON
flr-348	186	27	learning	learning	NOUN
flr-348	186	28	.	.	PUNCT
flr-348	187	1	early	early	ADJ
flr-348	187	2	career	career	NOUN
flr-348	187	3	education	education	NOUN
flr-348	187	4	researchers	researcher	NOUN
flr-348	187	5	may	may	AUX
flr-348	187	6	also	also	ADV
flr-348	187	7	not	not	PART
flr-348	187	8	have	have	VERB
flr-348	187	9	access	access	NOUN
flr-348	187	10	to	to	ADP
flr-348	187	11	participants	participant	NOUN
flr-348	187	12	for	for	ADP
flr-348	187	13	interviews	interview	NOUN
flr-348	187	14	or	or	CCONJ
flr-348	187	15	other	other	ADJ
flr-348	187	16	studies	study	NOUN
flr-348	187	17	.	.	PUNCT
flr-348	188	1	therefore	therefore	ADV
flr-348	188	2	,	,	PUNCT
flr-348	188	3	the	the	DET
flr-348	188	4	ability	ability	NOUN
flr-348	188	5	to	to	PART
flr-348	188	6	access	access	VERB
flr-348	188	7	data	datum	NOUN
flr-348	188	8	from	from	ADP
flr-348	188	9	multiple	multiple	ADJ
flr-348	188	10	platforms	platform	NOUN
flr-348	188	11	and	and	CCONJ
flr-348	188	12	gain	gain	VERB
flr-348	188	13	access	access	NOUN
flr-348	188	14	to	to	ADP
flr-348	188	15	participants	participant	NOUN
flr-348	188	16	were	be	AUX
flr-348	188	17	key	key	ADJ
flr-348	188	18	areas	area	NOUN
flr-348	188	19	of	of	ADP
flr-348	188	20	concern	concern	NOUN
flr-348	188	21	for	for	ADP
flr-348	188	22	several	several	ADJ
flr-348	188	23	participants	participant	NOUN
flr-348	188	24	.	.	PUNCT
flr-348	189	1	4.2.6	4.2.6	PRON
flr-348	189	2	theme	theme	NOUN
flr-348	189	3	6	6	NUM
flr-348	189	4	:	:	PUNCT
flr-348	189	5	recognising	recognise	VERB
flr-348	189	6	a	a	DET
flr-348	189	7	multitude	multitude	NOUN
flr-348	189	8	of	of	ADP
flr-348	189	9	ethical	ethical	ADJ
flr-348	189	10	ramifications	ramification	NOUN
flr-348	189	11	‘	'	PUNCT
flr-348	189	12	it	it	PRON
flr-348	189	13	’s	’	VERB
flr-348	189	14	about	about	ADP
flr-348	189	15	the	the	DET
flr-348	189	16	argumentation	argumentation	NOUN
flr-348	189	17	of	of	ADP
flr-348	189	18	why	why	SCONJ
flr-348	189	19	you	you	PRON
flr-348	189	20	focus	focus	VERB
flr-348	189	21	on	on	ADP
flr-348	189	22	the	the	DET
flr-348	189	23	women	woman	NOUN
flr-348	189	24	rather	rather	ADV
flr-348	189	25	than	than	ADP
flr-348	189	26	the	the	DET
flr-348	189	27	men	man	NOUN
flr-348	189	28	,	,	PUNCT
flr-348	189	29	maybe	maybe	ADV
flr-348	189	30	.	.	PUNCT
flr-348	190	1	for	for	ADP
flr-348	190	2	example	example	NOUN
flr-348	190	3	,	,	PUNCT
flr-348	190	4	if	if	SCONJ
flr-348	190	5	the	the	DET
flr-348	190	6	beneficial	beneficial	ADJ
flr-348	190	7	effects	effect	NOUN
flr-348	190	8	are	be	AUX
flr-348	190	9	larger	large	ADJ
flr-348	190	10	for	for	ADP
flr-348	190	11	women	woman	NOUN
flr-348	190	12	than	than	ADP
flr-348	190	13	for	for	ADP
flr-348	190	14	men	man	NOUN
flr-348	190	15	,	,	PUNCT
flr-348	190	16	then	then	ADV
flr-348	190	17	i	i	PRON
flr-348	190	18	would	would	AUX
flr-348	190	19	say	say	VERB
flr-348	190	20	,	,	PUNCT
flr-348	190	21	yeah	yeah	INTJ
flr-348	190	22	,	,	PUNCT
flr-348	190	23	maybe	maybe	ADV
flr-348	190	24	.	.	PUNCT
flr-348	191	1	but	but	CCONJ
flr-348	191	2	,	,	PUNCT
flr-348	191	3	then	then	ADV
flr-348	191	4	again	again	ADV
flr-348	191	5	....	....	PUNCT
flr-348	191	6	’	'	PUNCT
flr-348	192	1	across	across	ADP
flr-348	192	2	the	the	DET
flr-348	192	3	whole	whole	ADJ
flr-348	192	4	group	group	NOUN
flr-348	192	5	and	and	CCONJ
flr-348	192	6	all	all	DET
flr-348	192	7	six	six	NUM
flr-348	192	8	small	small	ADJ
flr-348	192	9	group	group	NOUN
flr-348	192	10	discussions	discussion	NOUN
flr-348	192	11	,	,	PUNCT
flr-348	192	12	most	most	ADJ
flr-348	192	13	participants	participant	NOUN
flr-348	192	14	were	be	AUX
flr-348	192	15	keenly	keenly	ADV
flr-348	192	16	aware	aware	ADJ
flr-348	192	17	that	that	SCONJ
flr-348	192	18	strong	strong	ADJ
flr-348	192	19	ethics	ethic	NOUN
flr-348	192	20	policies	policy	NOUN
flr-348	192	21	are	be	AUX
flr-348	192	22	needed	need	VERB
flr-348	192	23	when	when	SCONJ
flr-348	192	24	using	use	VERB
flr-348	192	25	learning	learn	VERB
flr-348	192	26	analytics	analytic	NOUN
flr-348	192	27	.	.	PUNCT
flr-348	193	1	although	although	SCONJ
flr-348	193	2	a	a	DET
flr-348	193	3	key	key	ADJ
flr-348	193	4	focus	focus	NOUN
flr-348	193	5	in	in	ADP
flr-348	193	6	the	the	DET
flr-348	193	7	topic	topic	NOUN
flr-348	193	8	2	2	NUM
flr-348	193	9	discussion	discussion	NOUN
flr-348	193	10	,	,	PUNCT
flr-348	193	11	participants	participant	NOUN
flr-348	193	12	in	in	ADP
flr-348	193	13	all	all	DET
flr-348	193	14	small	small	ADJ
flr-348	193	15	groups	group	NOUN
flr-348	193	16	were	be	AUX
flr-348	193	17	concerned	concern	VERB
flr-348	193	18	with	with	ADP
flr-348	193	19	protecting	protect	VERB
flr-348	193	20	privacy	privacy	NOUN
flr-348	193	21	and	and	CCONJ
flr-348	193	22	individual	individual	ADJ
flr-348	193	23	rights	right	NOUN
flr-348	193	24	and	and	CCONJ
flr-348	193	25	frequently	frequently	ADV
flr-348	193	26	suggested	suggest	VERB
flr-348	193	27	that	that	SCONJ
flr-348	193	28	it	it	PRON
flr-348	193	29	might	might	AUX
flr-348	193	30	not	not	PART
flr-348	193	31	be	be	AUX
flr-348	193	32	ethical	ethical	ADJ
flr-348	193	33	to	to	PART
flr-348	193	34	track	track	VERB
flr-348	193	35	everything	everything	PRON
flr-348	193	36	that	that	PRON
flr-348	193	37	one	one	PRON
flr-348	193	38	might	might	AUX
flr-348	193	39	be	be	AUX
flr-348	193	40	capable	capable	ADJ
flr-348	193	41	of	of	ADP
flr-348	193	42	tracking	tracking	NOUN
flr-348	193	43	.	.	PUNCT
flr-348	194	1	in	in	ADP
flr-348	194	2	the	the	DET
flr-348	194	3	topic	topic	NOUN
flr-348	194	4	6	6	NUM
flr-348	194	5	discussion	discussion	NOUN
flr-348	194	6	,	,	PUNCT
flr-348	194	7	participants	participant	NOUN
flr-348	194	8	indicated	indicate	VERB
flr-348	194	9	that	that	SCONJ
flr-348	194	10	learning	learn	VERB
flr-348	194	11	analytics	analytic	NOUN
flr-348	194	12	,	,	PUNCT
flr-348	194	13	particularly	particularly	ADV
flr-348	194	14	sharing	share	VERB
flr-348	194	15	learning	learn	VERB
flr-348	194	16	analytics	analytic	NOUN
flr-348	194	17	data	datum	NOUN
flr-348	194	18	back	back	ADV
flr-348	194	19	to	to	ADP
flr-348	194	20	teachers	teacher	NOUN
flr-348	194	21	and	and	CCONJ
flr-348	194	22	students	student	NOUN
flr-348	194	23	,	,	PUNCT
flr-348	194	24	might	might	AUX
flr-348	194	25	lead	lead	VERB
flr-348	194	26	to	to	ADP
flr-348	194	27	unintended	unintended	ADJ
flr-348	194	28	consequences	consequence	NOUN
flr-348	194	29	.	.	PUNCT
flr-348	195	1	in	in	ADP
flr-348	195	2	the	the	DET
flr-348	195	3	whole	whole	ADJ
flr-348	195	4	group	group	NOUN
flr-348	195	5	discussion	discussion	NOUN
flr-348	195	6	,	,	PUNCT
flr-348	195	7	one	one	NUM
flr-348	195	8	participant	participant	NOUN
flr-348	195	9	went	go	VERB
flr-348	195	10	so	so	ADV
flr-348	195	11	far	far	ADV
flr-348	195	12	as	as	SCONJ
flr-348	195	13	to	to	PART
flr-348	195	14	call	call	VERB
flr-348	195	15	learning	learn	VERB
flr-348	195	16	analytics	analytic	NOUN
flr-348	195	17	a	a	DET
flr-348	195	18	‘	'	PUNCT
flr-348	195	19	double	double	ADJ
flr-348	195	20	-	-	PUNCT
flr-348	195	21	edged	edge	VERB
flr-348	195	22	sword	sword	NOUN
flr-348	195	23	,	,	PUNCT
flr-348	195	24	’	'	PUNCT
flr-348	195	25	pointing	point	VERB
flr-348	195	26	out	out	ADP
flr-348	195	27	that	that	SCONJ
flr-348	195	28	learn	learn	VERB
flr-348	195	29	analytics	analytic	NOUN
flr-348	195	30	are	be	AUX
flr-348	195	31	‘	'	PUNCT
flr-348	195	32	powerful	powerful	ADJ
flr-348	195	33	,	,	PUNCT
flr-348	195	34	but	but	CCONJ
flr-348	195	35	could	could	AUX
flr-348	195	36	be	be	AUX
flr-348	195	37	used	use	VERB
flr-348	195	38	destructively	destructively	ADV
flr-348	195	39	’	'	PUNCT
flr-348	195	40	.	.	PUNCT
flr-348	196	1	in	in	ADP
flr-348	196	2	this	this	DET
flr-348	196	3	way	way	NOUN
flr-348	196	4	,	,	PUNCT
flr-348	196	5	participants	participant	NOUN
flr-348	196	6	throughout	throughout	ADP
flr-348	196	7	the	the	DET
flr-348	196	8	workshop	workshop	NOUN
flr-348	196	9	argued	argue	VERB
flr-348	196	10	that	that	SCONJ
flr-348	196	11	learners	learner	NOUN
flr-348	196	12	,	,	PUNCT
flr-348	196	13	educators	educator	NOUN
flr-348	196	14	,	,	PUNCT
flr-348	196	15	researchers	researcher	NOUN
flr-348	196	16	,	,	PUNCT
flr-348	196	17	and	and	CCONJ
flr-348	196	18	institutions	institution	NOUN
flr-348	196	19	might	might	AUX
flr-348	196	20	not	not	PART
flr-348	196	21	be	be	AUX
flr-348	196	22	fully	fully	ADV
flr-348	196	23	prepared	prepared	ADJ
flr-348	196	24	to	to	PART
flr-348	196	25	wield	wield	VERB
flr-348	196	26	learning	learning	NOUN
flr-348	196	27	analytics	analytic	NOUN
flr-348	196	28	in	in	ADP
flr-348	196	29	a	a	DET
flr-348	196	30	useful	useful	ADJ
flr-348	196	31	and	and	CCONJ
flr-348	196	32	productive	productive	ADJ
flr-348	196	33	way	way	NOUN
flr-348	196	34	.	.	PUNCT
flr-348	197	1	however	however	ADV
flr-348	197	2	,	,	PUNCT
flr-348	197	3	several	several	ADJ
flr-348	197	4	participants	participant	NOUN
flr-348	197	5	,	,	PUNCT
flr-348	197	6	particularly	particularly	ADV
flr-348	197	7	those	those	PRON
flr-348	197	8	in	in	ADP
flr-348	197	9	topic	topic	NOUN
flr-348	197	10	1	1	NUM
flr-348	197	11	,	,	PUNCT
flr-348	197	12	2	2	NUM
flr-348	197	13	and	and	CCONJ
flr-348	197	14	5	5	NUM
flr-348	197	15	,	,	PUNCT
flr-348	197	16	did	do	AUX
flr-348	197	17	point	point	VERB
flr-348	197	18	out	out	ADP
flr-348	197	19	that	that	SCONJ
flr-348	197	20	the	the	DET
flr-348	197	21	use	use	NOUN
flr-348	197	22	of	of	ADP
flr-348	197	23	learning	learn	VERB
flr-348	197	24	analytics	analytic	NOUN
flr-348	197	25	has	have	VERB
flr-348	197	26	ethical	ethical	ADJ
flr-348	197	27	benefits	benefit	NOUN
flr-348	197	28	.	.	PUNCT
flr-348	198	1	for	for	ADP
flr-348	198	2	example	example	NOUN
flr-348	198	3	,	,	PUNCT
flr-348	198	4	these	these	DET
flr-348	198	5	participants	participant	NOUN
flr-348	198	6	felt	feel	VERB
flr-348	198	7	that	that	SCONJ
flr-348	198	8	learning	learn	VERB
flr-348	198	9	analytics	analytic	NOUN
flr-348	198	10	provides	provide	VERB
flr-348	198	11	a	a	DET
flr-348	198	12	way	way	NOUN
flr-348	198	13	to	to	PART
flr-348	198	14	track	track	VERB
flr-348	198	15	and	and	CCONJ
flr-348	198	16	support	support	VERB
flr-348	198	17	all	all	DET
flr-348	198	18	students	student	NOUN
flr-348	198	19	to	to	PART
flr-348	198	20	reduce	reduce	VERB
flr-348	198	21	bias	bias	NOUN
flr-348	198	22	and	and	CCONJ
flr-348	198	23	inequalities	inequality	NOUN
flr-348	198	24	.	.	PUNCT
flr-348	199	1	altogether	altogether	ADV
flr-348	199	2	,	,	PUNCT
flr-348	199	3	there	there	PRON
flr-348	199	4	was	be	VERB
flr-348	199	5	an	an	DET
flr-348	199	6	engagement	engagement	NOUN
flr-348	199	7	across	across	ADP
flr-348	199	8	the	the	DET
flr-348	199	9	workshop	workshop	NOUN
flr-348	199	10	by	by	ADP
flr-348	199	11	most	most	ADJ
flr-348	199	12	participants	participant	NOUN
flr-348	199	13	with	with	ADP
flr-348	199	14	ethical	ethical	ADJ
flr-348	199	15	implications	implication	NOUN
flr-348	199	16	of	of	ADP
flr-348	199	17	learning	learn	VERB
flr-348	199	18	analytics	analytic	NOUN
flr-348	199	19	in	in	ADP
flr-348	199	20	line	line	NOUN
flr-348	199	21	with	with	ADP
flr-348	199	22	current	current	ADJ
flr-348	199	23	debates	debate	NOUN
flr-348	199	24	in	in	ADP
flr-348	199	25	the	the	DET
flr-348	199	26	field	field	NOUN
flr-348	199	27	(	(	PUNCT
flr-348	199	28	gašević	gašević	PROPN
flr-348	199	29	,	,	PUNCT
flr-348	199	30	dawson	dawson	PROPN
flr-348	199	31	,	,	PUNCT
flr-348	199	32	&	&	CCONJ
flr-348	199	33	jovanovic	jovanovic	PROPN
flr-348	199	34	,	,	PUNCT
flr-348	199	35	2016	2016	NUM
flr-348	199	36	;	;	PUNCT
flr-348	199	37	prinsloo	prinsloo	NOUN
flr-348	199	38	&	&	CCONJ
flr-348	199	39	slade	slade	PROPN
flr-348	199	40	,	,	PUNCT
flr-348	199	41	2017b	2017b	NUM
flr-348	199	42	;	;	PUNCT
flr-348	199	43	slade	slade	PROPN
flr-348	199	44	&	&	CCONJ
flr-348	199	45	prinsloo	prinsloo	PROPN
flr-348	199	46	,	,	PUNCT
flr-348	199	47	2013	2013	NUM
flr-348	199	48	)	)	PUNCT
flr-348	199	49	.	.	PUNCT
flr-348	200	1	5	5	X
flr-348	200	2	.	.	X
flr-348	200	3	discussion	discussion	NOUN
flr-348	200	4	and	and	CCONJ
flr-348	200	5	practical	practical	ADJ
flr-348	200	6	implications	implication	NOUN
flr-348	200	7	previously	previously	ADV
flr-348	200	8	,	,	PUNCT
flr-348	200	9	researchers	researcher	NOUN
flr-348	200	10	have	have	AUX
flr-348	200	11	outlined	outline	VERB
flr-348	200	12	a	a	DET
flr-348	200	13	need	need	NOUN
flr-348	200	14	for	for	ADP
flr-348	200	15	preparing	prepare	VERB
flr-348	200	16	early	early	ADJ
flr-348	200	17	career	career	NOUN
flr-348	200	18	education	education	NOUN
flr-348	200	19	researchers	researcher	NOUN
flr-348	200	20	for	for	ADP
flr-348	200	21	an	an	DET
flr-348	200	22	increasingly	increasingly	ADV
flr-348	200	23	data	data	NOUN
flr-348	200	24	-	-	PUNCT
flr-348	200	25	heavy	heavy	ADJ
flr-348	200	26	education	education	NOUN
flr-348	200	27	sector	sector	NOUN
flr-348	200	28	(	(	PUNCT
flr-348	200	29	buckingham	buckingham	PROPN
flr-348	200	30	shum	shum	PROPN
flr-348	200	31	et	et	PROPN
flr-348	200	32	al	al	PROPN
flr-348	200	33	.	.	PROPN
flr-348	200	34	,	,	PUNCT
flr-348	200	35	2013	2013	NUM
flr-348	200	36	)	)	PUNCT
flr-348	200	37	.	.	PUNCT
flr-348	201	1	in	in	ADP
flr-348	201	2	response	response	NOUN
flr-348	201	3	,	,	PUNCT
flr-348	201	4	our	our	PRON
flr-348	201	5	thematic	thematic	ADJ
flr-348	201	6	analysis	analysis	NOUN
flr-348	201	7	of	of	ADP
flr-348	201	8	the	the	DET
flr-348	201	9	earli	earli	ADJ
flr-348	201	10	jure	jure	PROPN
flr-348	201	11	learning	learn	VERB
flr-348	201	12	analytics	analytic	NOUN
flr-348	201	13	workshop	workshop	NOUN
flr-348	201	14	activities	activity	NOUN
flr-348	201	15	have	have	AUX
flr-348	201	16	provided	provide	VERB
flr-348	201	17	a	a	DET
flr-348	201	18	detailed	detailed	ADJ
flr-348	201	19	and	and	CCONJ
flr-348	201	20	nuanced	nuanced	ADJ
flr-348	201	21	account	account	NOUN
flr-348	201	22	of	of	ADP
flr-348	201	23	early	early	ADJ
flr-348	201	24	career	career	NOUN
flr-348	201	25	education	education	NOUN
flr-348	201	26	researchers	researcher	NOUN
flr-348	201	27	’	'	PUNCT
flr-348	201	28	feelings	feeling	NOUN
flr-348	201	29	towards	towards	ADP
flr-348	201	30	learning	learn	VERB
flr-348	201	31	analytics	analytic	NOUN
flr-348	201	32	(	(	PUNCT
flr-348	201	33	rq1	rq1	NOUN
flr-348	201	34	)	)	PUNCT
flr-348	201	35	and	and	CCONJ
flr-348	201	36	the	the	DET
flr-348	201	37	role	role	NOUN
flr-348	201	38	it	it	PRON
flr-348	201	39	plays	play	VERB
flr-348	201	40	in	in	ADP
flr-348	201	41	their	their	PRON
flr-348	201	42	own	own	ADJ
flr-348	201	43	research	research	NOUN
flr-348	201	44	practices	practice	NOUN
flr-348	201	45	(	(	PUNCT
flr-348	201	46	rq2	rq2	NOUN
flr-348	201	47	)	)	PUNCT
flr-348	201	48	.	.	PUNCT
flr-348	202	1	our	our	PRON
flr-348	202	2	findings	finding	NOUN
flr-348	202	3	overall	overall	ADV
flr-348	202	4	indicated	indicate	VERB
flr-348	202	5	that	that	SCONJ
flr-348	202	6	the	the	DET
flr-348	202	7	early	early	ADJ
flr-348	202	8	career	career	NOUN
flr-348	202	9	participants	participant	NOUN
flr-348	202	10	were	be	AUX
flr-348	202	11	engaged	engage	VERB
flr-348	202	12	with	with	ADP
flr-348	202	13	current	current	ADJ
flr-348	202	14	debates	debate	NOUN
flr-348	202	15	and	and	CCONJ
flr-348	202	16	discussions	discussion	NOUN
flr-348	202	17	in	in	ADP
flr-348	202	18	the	the	DET
flr-348	202	19	field	field	NOUN
flr-348	202	20	,	,	PUNCT
flr-348	202	21	were	be	AUX
flr-348	202	22	interested	interested	ADJ
flr-348	202	23	in	in	ADP
flr-348	202	24	developing	develop	VERB
flr-348	202	25	creative	creative	ADJ
flr-348	202	26	solutions	solution	NOUN
flr-348	202	27	to	to	PART
flr-348	202	28	overcome	overcome	VERB
flr-348	202	29	perceived	perceive	VERB
flr-348	202	30	issues	issue	NOUN
flr-348	202	31	and	and	CCONJ
flr-348	202	32	desired	desire	VERB
flr-348	202	33	support	support	NOUN
flr-348	202	34	for	for	ADP
flr-348	202	35	building	build	VERB
flr-348	202	36	their	their	PRON
flr-348	202	37	skills	skill	NOUN
flr-348	202	38	and	and	CCONJ
flr-348	202	39	expertise	expertise	NOUN
flr-348	202	40	on	on	ADP
flr-348	202	41	the	the	DET
flr-348	202	42	topic	topic	NOUN
flr-348	202	43	.	.	PUNCT
flr-348	203	1	workshop	workshop	NOUN
flr-348	203	2	participants	participant	NOUN
flr-348	203	3	were	be	AUX
flr-348	203	4	broadly	broadly	ADV
flr-348	203	5	in	in	ADP
flr-348	203	6	agreement	agreement	NOUN
flr-348	203	7	about	about	ADP
flr-348	203	8	several	several	ADJ
flr-348	203	9	themes	theme	NOUN
flr-348	203	10	,	,	PUNCT
flr-348	203	11	including	include	VERB
flr-348	203	12	the	the	DET
flr-348	203	13	potential	potential	NOUN
flr-348	203	14	of	of	ADP
flr-348	203	15	learning	learn	VERB
flr-348	203	16	analytics	analytic	NOUN
flr-348	203	17	to	to	PART
flr-348	203	18	support	support	VERB
flr-348	203	19	learning	learning	NOUN
flr-348	203	20	,	,	PUNCT
flr-348	203	21	the	the	DET
flr-348	203	22	value	value	NOUN
flr-348	203	23	of	of	ADP
flr-348	203	24	combining	combine	VERB
flr-348	203	25	learning	learn	VERB
flr-348	203	26	analytics	analytic	NOUN
flr-348	203	27	with	with	ADP
flr-348	203	28	other	other	ADJ
flr-348	203	29	methods	method	NOUN
flr-348	203	30	,	,	PUNCT
flr-348	203	31	the	the	DET
flr-348	203	32	need	need	NOUN
flr-348	203	33	to	to	PART
flr-348	203	34	contextualise	contextualise	VERB
flr-348	203	35	learning	learn	VERB
flr-348	203	36	analytics	analytic	NOUN
flr-348	203	37	to	to	ADP
flr-348	203	38	learners	learner	NOUN
flr-348	203	39	’	'	PUNCT
flr-348	203	40	own	own	ADJ
flr-348	203	41	lives	life	NOUN
flr-348	203	42	,	,	PUNCT
flr-348	203	43	and	and	CCONJ
flr-348	203	44	the	the	DET
flr-348	203	45	need	need	NOUN
flr-348	203	46	to	to	PART
flr-348	203	47	engage	engage	VERB
flr-348	203	48	with	with	ADP
flr-348	203	49	ethical	ethical	ADJ
flr-348	203	50	implications	implication	NOUN
flr-348	203	51	.	.	PUNCT
flr-348	204	1	these	these	DET
flr-348	204	2	views	view	NOUN
flr-348	204	3	are	be	AUX
flr-348	204	4	in	in	ADP
flr-348	204	5	line	line	NOUN
flr-348	204	6	with	with	ADP
flr-348	204	7	experts	expert	NOUN
flr-348	204	8	in	in	ADP
flr-348	204	9	the	the	DET
flr-348	204	10	field	field	NOUN
flr-348	204	11	and	and	CCONJ
flr-348	204	12	indicate	indicate	VERB
flr-348	204	13	that	that	SCONJ
flr-348	204	14	most	most	ADJ
flr-348	204	15	early	early	ADJ
flr-348	204	16	career	career	NOUN
flr-348	204	17	education	education	NOUN
flr-348	204	18	researchers	researcher	NOUN
flr-348	204	19	using	use	VERB
flr-348	204	20	learning	learn	VERB
flr-348	204	21	analytics	analytic	NOUN
flr-348	204	22	are	be	AUX
flr-348	204	23	in	in	ADP
flr-348	204	24	tune	tune	NOUN
flr-348	204	25	with	with	ADP
flr-348	204	26	the	the	DET
flr-348	204	27	wider	wide	ADJ
flr-348	204	28	community	community	NOUN
flr-348	204	29	of	of	ADP
flr-348	204	30	researchers	researcher	NOUN
flr-348	204	31	(	(	PUNCT
flr-348	204	32	ferguson	ferguson	PROPN
flr-348	204	33	et	et	PROPN
flr-348	204	34	al	al	PROPN
flr-348	204	35	.	.	PROPN
flr-348	204	36	,	,	PUNCT
flr-348	204	37	2016	2016	NUM
flr-348	204	38	;	;	PUNCT
flr-348	204	39	papamitsiou	papamitsiou	NOUN
flr-348	204	40	&	&	CCONJ
flr-348	204	41	economides	economide	NOUN
flr-348	204	42	,	,	PUNCT
flr-348	204	43	2016	2016	NUM
flr-348	204	44	)	)	PUNCT
flr-348	204	45	.	.	PUNCT
flr-348	205	1	at	at	ADP
flr-348	205	2	the	the	DET
flr-348	205	3	same	same	ADJ
flr-348	205	4	time	time	NOUN
flr-348	205	5	,	,	PUNCT
flr-348	205	6	there	there	PRON
flr-348	205	7	were	be	VERB
flr-348	205	8	inconsistencies	inconsistency	NOUN
flr-348	205	9	between	between	ADP
flr-348	205	10	participants	participant	NOUN
flr-348	205	11	in	in	ADP
flr-348	205	12	their	their	PRON
flr-348	205	13	views	view	NOUN
flr-348	205	14	around	around	ADP
flr-348	205	15	issues	issue	NOUN
flr-348	205	16	such	such	ADJ
flr-348	205	17	as	as	ADP
flr-348	205	18	the	the	DET
flr-348	205	19	connection	connection	NOUN
flr-348	205	20	between	between	ADP
flr-348	205	21	theory	theory	NOUN
flr-348	205	22	and	and	CCONJ
flr-348	205	23	data	datum	NOUN
flr-348	205	24	and	and	CCONJ
flr-348	205	25	whether	whether	SCONJ
flr-348	205	26	quantitative	quantitative	ADJ
flr-348	205	27	learning	learning	NOUN
flr-348	205	28	analytics	analytic	NOUN
flr-348	205	29	data	datum	NOUN
flr-348	205	30	is	be	AUX
flr-348	205	31	‘	'	PUNCT
flr-348	205	32	objective	objective	ADJ
flr-348	205	33	’	'	PUNCT
flr-348	205	34	,	,	PUNCT
flr-348	205	35	which	which	PRON
flr-348	205	36	was	be	AUX
flr-348	205	37	often	often	ADV
flr-348	205	38	in	in	ADP
flr-348	205	39	contrast	contrast	NOUN
flr-348	205	40	to	to	ADP
flr-348	205	41	recent	recent	ADJ
flr-348	205	42	theoretical	theoretical	ADJ
flr-348	205	43	developments	development	NOUN
flr-348	205	44	in	in	ADP
flr-348	205	45	the	the	DET
flr-348	205	46	learning	learning	NOUN
flr-348	205	47	analytics	analytic	NOUN
flr-348	205	48	field	field	NOUN
flr-348	205	49	(	(	PUNCT
flr-348	205	50	dawson	dawson	PROPN
flr-348	205	51	&	&	CCONJ
flr-348	205	52	siemens	siemens	PROPN
flr-348	205	53	,	,	PUNCT
flr-348	205	54	2014	2014	NUM
flr-348	205	55	;	;	PUNCT
flr-348	205	56	gašević	gašević	PROPN
flr-348	205	57	et	et	PROPN
flr-348	205	58	al	al	PROPN
flr-348	205	59	.	.	PROPN
flr-348	205	60	,	,	PUNCT
flr-348	205	61	2015	2015	NUM
flr-348	205	62	;	;	PUNCT
flr-348	205	63	kovanovic	kovanovic	PROPN
flr-348	205	64	et	et	PROPN
flr-348	205	65	al	al	PROPN
flr-348	205	66	.	.	PROPN
flr-348	205	67	,	,	PUNCT
flr-348	205	68	2015	2015	NUM
flr-348	205	69	;	;	PUNCT
flr-348	205	70	lockyer	lockyer	PROPN
flr-348	205	71	et	et	PROPN
flr-348	205	72	al	al	PROPN
flr-348	205	73	.	.	PROPN
flr-348	205	74	,	,	PUNCT
flr-348	205	75	2013	2013	NUM
flr-348	205	76	)	)	PUNCT
flr-348	205	77	.	.	PUNCT
flr-348	206	1	this	this	PRON
flr-348	206	2	suggests	suggest	VERB
flr-348	206	3	the	the	DET
flr-348	206	4	need	need	NOUN
flr-348	206	5	for	for	SCONJ
flr-348	206	6	early	early	ADJ
flr-348	206	7	career	career	NOUN
flr-348	206	8	education	education	NOUN
flr-348	206	9	researchers	researcher	NOUN
flr-348	206	10	to	to	PART
flr-348	206	11	engage	engage	VERB
flr-348	206	12	more	more	ADV
flr-348	206	13	with	with	ADP
flr-348	206	14	learning	learn	VERB
flr-348	206	15	analytics	analytic	NOUN
flr-348	206	16	theory	theory	NOUN
flr-348	206	17	in	in	ADP
flr-348	206	18	addition	addition	NOUN
flr-348	206	19	to	to	ADP
flr-348	206	20	its	its	PRON
flr-348	206	21	methodological	methodological	ADJ
flr-348	206	22	and	and	CCONJ
flr-348	206	23	analysis	analysis	NOUN
flr-348	206	24	affordances	affordance	NOUN
flr-348	206	25	.	.	PUNCT
flr-348	207	1	the	the	DET
flr-348	207	2	sentiments	sentiment	NOUN
flr-348	207	3	expressed	express	VERB
flr-348	207	4	during	during	ADP
flr-348	207	5	the	the	DET
flr-348	207	6	workshop	workshop	NOUN
flr-348	207	7	appeared	appear	VERB
flr-348	207	8	to	to	PART
flr-348	207	9	be	be	AUX
flr-348	207	10	consistent	consistent	ADJ
flr-348	207	11	across	across	ADP
flr-348	207	12	participants	participant	NOUN
flr-348	207	13	and	and	CCONJ
flr-348	207	14	could	could	AUX
flr-348	207	15	potentially	potentially	ADV
flr-348	207	16	be	be	AUX
flr-348	207	17	generalisable	generalisable	ADJ
flr-348	207	18	to	to	ADP
flr-348	207	19	other	other	ADJ
flr-348	207	20	emerging	emerge	VERB
flr-348	207	21	learning	learn	VERB
flr-348	207	22	analytics	analytic	NOUN
flr-348	207	23	researchers	researcher	NOUN
flr-348	207	24	,	,	PUNCT
flr-348	207	25	particularly	particularly	ADV
flr-348	207	26	considering	consider	VERB
flr-348	207	27	the	the	DET
flr-348	207	28	wide	wide	ADJ
flr-348	207	29	diversity	diversity	NOUN
flr-348	207	30	of	of	ADP
flr-348	207	31	researchers	researcher	NOUN
flr-348	207	32	in	in	ADP
flr-348	207	33	attendance	attendance	NOUN
flr-348	207	34	.	.	PUNCT
flr-348	208	1	however	however	ADV
flr-348	208	2	,	,	PUNCT
flr-348	208	3	it	it	PRON
flr-348	208	4	is	be	AUX
flr-348	208	5	important	important	ADJ
flr-348	208	6	to	to	PART
flr-348	208	7	note	note	VERB
flr-348	208	8	that	that	SCONJ
flr-348	208	9	most	most	ADJ
flr-348	208	10	participants	participant	NOUN
flr-348	208	11	were	be	AUX
flr-348	208	12	already	already	ADV
flr-348	208	13	using	use	VERB
flr-348	208	14	or	or	CCONJ
flr-348	208	15	considering	consider	VERB
flr-348	208	16	using	use	VERB
flr-348	208	17	learning	learn	VERB
flr-348	208	18	analytics	analytic	NOUN
flr-348	208	19	,	,	PUNCT
flr-348	208	20	and	and	CCONJ
flr-348	208	21	more	more	ADV
flr-348	208	22	diverse	diverse	ADJ
flr-348	208	23	views	view	NOUN
flr-348	208	24	or	or	CCONJ
flr-348	208	25	scepticism	scepticism	NOUN
flr-348	208	26	would	would	AUX
flr-348	208	27	likely	likely	ADV
flr-348	208	28	be	be	AUX
flr-348	208	29	present	present	ADJ
flr-348	208	30	among	among	ADP
flr-348	208	31	those	those	PRON
flr-348	208	32	who	who	PRON
flr-348	208	33	do	do	AUX
flr-348	208	34	not	not	PART
flr-348	208	35	use	use	VERB
flr-348	208	36	or	or	CCONJ
flr-348	208	37	have	have	VERB
flr-348	208	38	more	more	ADJ
flr-348	208	39	limited	limited	ADJ
flr-348	208	40	knowledge	knowledge	NOUN
flr-348	208	41	of	of	ADP
flr-348	208	42	learning	learn	VERB
flr-348	208	43	analytics	analytic	NOUN
flr-348	208	44	.	.	PUNCT
flr-348	209	1	drawing	draw	VERB
flr-348	209	2	on	on	ADP
flr-348	209	3	the	the	DET
flr-348	209	4	findings	finding	NOUN
flr-348	209	5	we	we	PRON
flr-348	209	6	have	have	AUX
flr-348	209	7	described	describe	VERB
flr-348	209	8	,	,	PUNCT
flr-348	209	9	this	this	DET
flr-348	209	10	study	study	NOUN
flr-348	209	11	reveals	reveal	VERB
flr-348	209	12	four	four	NUM
flr-348	209	13	important	important	ADJ
flr-348	209	14	areas	area	NOUN
flr-348	209	15	for	for	ADP
flr-348	209	16	supporting	support	VERB
flr-348	209	17	early	early	ADJ
flr-348	209	18	career	career	NOUN
flr-348	209	19	education	education	NOUN
flr-348	209	20	researchers	researcher	NOUN
flr-348	209	21	in	in	ADP
flr-348	209	22	the	the	DET
flr-348	209	23	learning	learning	NOUN
flr-348	209	24	analytics	analytic	NOUN
flr-348	209	25	field	field	NOUN
flr-348	209	26	:	:	PUNCT
flr-348	209	27	1	1	X
flr-348	209	28	)	)	PUNCT
flr-348	209	29	providing	provide	VERB
flr-348	209	30	adequate	adequate	ADJ
flr-348	209	31	statistical	statistical	ADJ
flr-348	209	32	and	and	CCONJ
flr-348	209	33	technical	technical	ADJ
flr-348	209	34	training	training	NOUN
flr-348	209	35	,	,	PUNCT
flr-348	209	36	2	2	X
flr-348	209	37	)	)	PUNCT
flr-348	209	38	building	building	NOUN
flr-348	209	39	on	on	ADP
flr-348	209	40	their	their	PRON
flr-348	209	41	curiosities	curiosity	NOUN
flr-348	209	42	about	about	ADP
flr-348	209	43	the	the	DET
flr-348	209	44	bigger	big	ADJ
flr-348	209	45	picture	picture	NOUN
flr-348	209	46	of	of	ADP
flr-348	209	47	learning	learn	VERB
flr-348	209	48	analytics	analytic	NOUN
flr-348	209	49	research	research	NOUN
flr-348	209	50	,	,	PUNCT
flr-348	209	51	3	3	X
flr-348	209	52	)	)	PUNCT
flr-348	209	53	supporting	support	VERB
flr-348	209	54	access	access	NOUN
flr-348	209	55	to	to	ADP
flr-348	209	56	different	different	ADJ
flr-348	209	57	kinds	kind	NOUN
flr-348	209	58	of	of	ADP
flr-348	209	59	data	datum	NOUN
flr-348	209	60	,	,	PUNCT
flr-348	209	61	and	and	CCONJ
flr-348	209	62	4	4	X
flr-348	209	63	)	)	PUNCT
flr-348	209	64	developing	develop	VERB
flr-348	209	65	and	and	CCONJ
flr-348	209	66	fostering	foster	VERB
flr-348	209	67	engagement	engagement	NOUN
flr-348	209	68	with	with	ADP
flr-348	209	69	ethical	ethical	ADJ
flr-348	209	70	issues	issue	NOUN
flr-348	209	71	.	.	PUNCT
flr-348	210	1	using	use	VERB
flr-348	210	2	a	a	DET
flr-348	210	3	combination	combination	NOUN
flr-348	210	4	of	of	ADP
flr-348	210	5	large	large	ADJ
flr-348	210	6	and	and	CCONJ
flr-348	210	7	small	small	ADJ
flr-348	210	8	group	group	NOUN
flr-348	210	9	interactions	interaction	NOUN
flr-348	210	10	in	in	ADP
flr-348	210	11	this	this	DET
flr-348	210	12	study	study	NOUN
flr-348	210	13	,	,	PUNCT
flr-348	210	14	we	we	PRON
flr-348	210	15	revealed	reveal	VERB
flr-348	210	16	that	that	SCONJ
flr-348	210	17	early	early	ADJ
flr-348	210	18	career	career	NOUN
flr-348	210	19	researchers	researcher	NOUN
flr-348	210	20	echo	echo	VERB
flr-348	210	21	current	current	ADJ
flr-348	210	22	debates	debate	NOUN
flr-348	210	23	frequently	frequently	ADV
flr-348	210	24	discussed	discuss	VERB
flr-348	210	25	by	by	ADP
flr-348	210	26	learning	learn	VERB
flr-348	210	27	analytics	analytic	NOUN
flr-348	210	28	experts	expert	NOUN
flr-348	210	29	,	,	PUNCT
flr-348	210	30	but	but	CCONJ
flr-348	210	31	are	be	AUX
flr-348	210	32	also	also	ADV
flr-348	210	33	concerned	concerned	ADJ
flr-348	210	34	about	about	ADP
flr-348	210	35	how	how	SCONJ
flr-348	210	36	they	they	PRON
flr-348	210	37	can	can	AUX
flr-348	210	38	contribute	contribute	VERB
flr-348	210	39	their	their	PRON
flr-348	210	40	own	own	ADJ
flr-348	210	41	perspectives	perspective	NOUN
flr-348	210	42	to	to	ADP
flr-348	210	43	this	this	DET
flr-348	210	44	emerging	emerge	VERB
flr-348	210	45	field	field	NOUN
flr-348	210	46	.	.	PUNCT
flr-348	211	1	providing	provide	VERB
flr-348	211	2	adequate	adequate	ADJ
flr-348	211	3	statistical	statistical	ADJ
flr-348	211	4	and	and	CCONJ
flr-348	211	5	technical	technical	ADJ
flr-348	211	6	training	training	NOUN
flr-348	211	7	learning	learn	VERB
flr-348	211	8	analytics	analytic	NOUN
flr-348	211	9	research	research	NOUN
flr-348	211	10	requires	require	VERB
flr-348	211	11	a	a	DET
flr-348	211	12	certain	certain	ADJ
flr-348	211	13	amount	amount	NOUN
flr-348	211	14	of	of	ADP
flr-348	211	15	statistical	statistical	ADJ
flr-348	211	16	and	and	CCONJ
flr-348	211	17	computational	computational	ADJ
flr-348	211	18	understanding	understanding	NOUN
flr-348	211	19	(	(	PUNCT
flr-348	211	20	lang	lang	PROPN
flr-348	211	21	et	et	PROPN
flr-348	211	22	al	al	PROPN
flr-348	211	23	.	.	PROPN
flr-348	211	24	,	,	PUNCT
flr-348	211	25	2017	2017	NUM
flr-348	211	26	)	)	PUNCT
flr-348	211	27	and	and	CCONJ
flr-348	211	28	current	current	ADJ
flr-348	211	29	training	training	NOUN
flr-348	211	30	for	for	ADP
flr-348	211	31	education	education	NOUN
flr-348	211	32	researchers	researcher	NOUN
flr-348	211	33	does	do	AUX
flr-348	211	34	not	not	PART
flr-348	211	35	always	always	ADV
flr-348	211	36	adequately	adequately	ADV
flr-348	211	37	prepare	prepare	VERB
flr-348	211	38	them	they	PRON
flr-348	211	39	to	to	PART
flr-348	211	40	conduct	conduct	VERB
flr-348	211	41	these	these	DET
flr-348	211	42	analyses	analysis	NOUN
flr-348	211	43	confidently	confidently	ADV
flr-348	211	44	.	.	PUNCT
flr-348	212	1	if	if	SCONJ
flr-348	212	2	early	early	ADJ
flr-348	212	3	career	career	NOUN
flr-348	212	4	education	education	NOUN
flr-348	212	5	researchers	researcher	NOUN
flr-348	212	6	want	want	VERB
flr-348	212	7	to	to	PART
flr-348	212	8	learn	learn	VERB
flr-348	212	9	the	the	DET
flr-348	212	10	skills	skill	NOUN
flr-348	212	11	needed	need	VERB
flr-348	212	12	to	to	PART
flr-348	212	13	conduct	conduct	VERB
flr-348	212	14	learning	learn	VERB
flr-348	212	15	analytics	analytic	NOUN
flr-348	212	16	research	research	NOUN
flr-348	212	17	,	,	PUNCT
flr-348	212	18	they	they	PRON
flr-348	212	19	often	often	ADV
flr-348	212	20	have	have	VERB
flr-348	212	21	to	to	PART
flr-348	212	22	pursue	pursue	VERB
flr-348	212	23	this	this	PRON
flr-348	212	24	on	on	ADP
flr-348	212	25	their	their	PRON
flr-348	212	26	own	own	ADJ
flr-348	212	27	time	time	NOUN
flr-348	212	28	with	with	ADP
flr-348	212	29	little	little	ADJ
flr-348	212	30	direction	direction	NOUN
flr-348	212	31	or	or	CCONJ
flr-348	212	32	guidance	guidance	NOUN
flr-348	212	33	on	on	ADP
flr-348	212	34	what	what	PRON
flr-348	212	35	they	they	PRON
flr-348	212	36	should	should	AUX
flr-348	212	37	be	be	AUX
flr-348	212	38	learning	learn	VERB
flr-348	212	39	.	.	PUNCT
flr-348	213	1	this	this	PRON
flr-348	213	2	was	be	AUX
flr-348	213	3	made	make	VERB
flr-348	213	4	evident	evident	ADJ
flr-348	213	5	in	in	ADP
flr-348	213	6	our	our	PRON
flr-348	213	7	study	study	NOUN
flr-348	213	8	,	,	PUNCT
flr-348	213	9	whereby	whereby	SCONJ
flr-348	213	10	early	early	ADJ
flr-348	213	11	career	career	NOUN
flr-348	213	12	education	education	NOUN
flr-348	213	13	researchers	researcher	NOUN
flr-348	213	14	modestly	modestly	ADV
flr-348	213	15	rated	rate	VERB
flr-348	213	16	their	their	PRON
flr-348	213	17	knowledge	knowledge	NOUN
flr-348	213	18	of	of	ADP
flr-348	213	19	learning	learn	VERB
flr-348	213	20	analytics	analytic	NOUN
flr-348	213	21	and	and	CCONJ
flr-348	213	22	expressed	express	VERB
flr-348	213	23	concerns	concern	NOUN
flr-348	213	24	and	and	CCONJ
flr-348	213	25	anxieties	anxiety	NOUN
flr-348	213	26	related	relate	VERB
flr-348	213	27	to	to	ADP
flr-348	213	28	their	their	PRON
flr-348	213	29	own	own	ADJ
flr-348	213	30	statistical	statistical	ADJ
flr-348	213	31	and	and	CCONJ
flr-348	213	32	technical	technical	ADJ
flr-348	213	33	skills	skill	NOUN
flr-348	213	34	.	.	PUNCT
flr-348	214	1	the	the	DET
flr-348	214	2	comments	comment	NOUN
flr-348	214	3	also	also	ADV
flr-348	214	4	link	link	VERB
flr-348	214	5	with	with	ADP
flr-348	214	6	recent	recent	ADJ
flr-348	214	7	work	work	NOUN
flr-348	214	8	,	,	PUNCT
flr-348	214	9	which	which	PRON
flr-348	214	10	has	have	AUX
flr-348	214	11	highlighted	highlight	VERB
flr-348	214	12	poor	poor	ADJ
flr-348	214	13	data	datum	NOUN
flr-348	214	14	literacy	literacy	NOUN
flr-348	214	15	as	as	ADP
flr-348	214	16	a	a	DET
flr-348	214	17	key	key	ADJ
flr-348	214	18	barrier	barrier	NOUN
flr-348	214	19	to	to	ADP
flr-348	214	20	learning	learn	VERB
flr-348	214	21	analytics	analytic	NOUN
flr-348	214	22	adoption	adoption	NOUN
flr-348	214	23	(	(	PUNCT
flr-348	214	24	ferguson	ferguson	PROPN
flr-348	214	25	et	et	PROPN
flr-348	214	26	al	al	PROPN
flr-348	214	27	.	.	PROPN
flr-348	214	28	,	,	PUNCT
flr-348	214	29	2014	2014	NUM
flr-348	214	30	)	)	PUNCT
flr-348	214	31	.	.	PUNCT
flr-348	215	1	therefore	therefore	ADV
flr-348	215	2	,	,	PUNCT
flr-348	215	3	resources	resource	NOUN
flr-348	215	4	are	be	AUX
flr-348	215	5	needed	need	VERB
flr-348	215	6	to	to	PART
flr-348	215	7	support	support	VERB
flr-348	215	8	early	early	ADJ
flr-348	215	9	career	career	NOUN
flr-348	215	10	education	education	NOUN
flr-348	215	11	researchers	researcher	NOUN
flr-348	215	12	in	in	ADP
flr-348	215	13	building	build	VERB
flr-348	215	14	capacities	capacity	NOUN
flr-348	215	15	to	to	PART
flr-348	215	16	interpret	interpret	VERB
flr-348	215	17	,	,	PUNCT
flr-348	215	18	analyse	analyse	NOUN
flr-348	215	19	,	,	PUNCT
flr-348	215	20	and	and	CCONJ
flr-348	215	21	evaluate	evaluate	VERB
flr-348	215	22	big	big	ADJ
flr-348	215	23	(	(	PUNCT
flr-348	215	24	and	and	CCONJ
flr-348	215	25	small	small	ADJ
flr-348	215	26	)	)	PUNCT
flr-348	215	27	data	datum	NOUN
flr-348	215	28	.	.	PUNCT
flr-348	216	1	collaborating	collaborate	VERB
flr-348	216	2	on	on	ADP
flr-348	216	3	learning	learn	VERB
flr-348	216	4	research	research	NOUN
flr-348	216	5	projects	project	NOUN
flr-348	216	6	with	with	ADP
flr-348	216	7	other	other	ADJ
flr-348	216	8	experienced	experienced	ADJ
flr-348	216	9	learning	learning	NOUN
flr-348	216	10	analytics	analytic	NOUN
flr-348	216	11	researchers	researcher	NOUN
flr-348	216	12	could	could	AUX
flr-348	216	13	also	also	ADV
flr-348	216	14	help	help	VERB
flr-348	216	15	demystify	demystify	VERB
flr-348	216	16	the	the	DET
flr-348	216	17	processes	process	NOUN
flr-348	216	18	used	use	VERB
flr-348	216	19	and	and	CCONJ
flr-348	216	20	provide	provide	VERB
flr-348	216	21	opportunities	opportunity	NOUN
flr-348	216	22	for	for	ADP
flr-348	216	23	contributions	contribution	NOUN
flr-348	216	24	from	from	ADP
flr-348	216	25	early	early	ADJ
flr-348	216	26	career	career	NOUN
flr-348	216	27	researchers	researcher	NOUN
flr-348	216	28	.	.	PUNCT
flr-348	217	1	building	build	VERB
flr-348	217	2	on	on	ADP
flr-348	217	3	early	early	ADJ
flr-348	217	4	career	career	NOUN
flr-348	217	5	researchers	researcher	NOUN
flr-348	217	6	’	’	PART
flr-348	217	7	curiosities	curiosity	NOUN
flr-348	217	8	about	about	ADP
flr-348	217	9	the	the	DET
flr-348	217	10	bigger	big	ADJ
flr-348	217	11	picture	picture	NOUN
flr-348	217	12	of	of	ADP
flr-348	217	13	learning	learn	VERB
flr-348	217	14	analytics	analytic	NOUN
flr-348	217	15	research	research	NOUN
flr-348	217	16	in	in	ADP
flr-348	217	17	this	this	DET
flr-348	217	18	study	study	NOUN
flr-348	217	19	,	,	PUNCT
flr-348	217	20	early	early	ADJ
flr-348	217	21	career	career	NOUN
flr-348	217	22	education	education	NOUN
flr-348	217	23	researchers	researcher	NOUN
flr-348	217	24	showed	show	VERB
flr-348	217	25	concerns	concern	NOUN
flr-348	217	26	about	about	ADP
flr-348	217	27	learning	learn	VERB
flr-348	217	28	analytics	analytic	NOUN
flr-348	217	29	research	research	NOUN
flr-348	217	30	presenting	present	VERB
flr-348	217	31	an	an	DET
flr-348	217	32	incomplete	incomplete	ADJ
flr-348	217	33	picture	picture	NOUN
flr-348	217	34	of	of	ADP
flr-348	217	35	students	student	NOUN
flr-348	217	36	’	'	PUNCT
flr-348	217	37	learning	learning	NOUN
flr-348	217	38	.	.	PUNCT
flr-348	218	1	specifically	specifically	ADV
flr-348	218	2	,	,	PUNCT
flr-348	218	3	they	they	PRON
flr-348	218	4	were	be	AUX
flr-348	218	5	concerned	concerned	ADJ
flr-348	218	6	about	about	ADP
flr-348	218	7	the	the	DET
flr-348	218	8	oversimplification	oversimplification	NOUN
flr-348	218	9	of	of	ADP
flr-348	218	10	students	student	NOUN
flr-348	218	11	’	’	PART
flr-348	218	12	characteristics	characteristic	NOUN
flr-348	218	13	and	and	CCONJ
flr-348	218	14	using	use	VERB
flr-348	218	15	demographic	demographic	ADJ
flr-348	218	16	data	datum	NOUN
flr-348	218	17	collected	collect	VERB
flr-348	218	18	about	about	ADP
flr-348	218	19	students	student	NOUN
flr-348	218	20	to	to	PART
flr-348	218	21	inform	inform	VERB
flr-348	218	22	interventions	intervention	NOUN
flr-348	218	23	.	.	PUNCT
flr-348	219	1	participants	participant	NOUN
flr-348	219	2	recognised	recognise	VERB
flr-348	219	3	learning	learning	NOUN
flr-348	219	4	analytics	analytic	NOUN
flr-348	219	5	might	might	AUX
flr-348	219	6	provide	provide	VERB
flr-348	219	7	only	only	ADV
flr-348	219	8	a	a	DET
flr-348	219	9	snapshot	snapshot	NOUN
flr-348	219	10	of	of	ADP
flr-348	219	11	students	student	NOUN
flr-348	219	12	’	’	PART
flr-348	219	13	behaviour	behaviour	NOUN
flr-348	219	14	and	and	CCONJ
flr-348	219	15	performance	performance	NOUN
flr-348	219	16	.	.	PUNCT
flr-348	220	1	additionally	additionally	ADV
flr-348	220	2	,	,	PUNCT
flr-348	220	3	they	they	PRON
flr-348	220	4	wondered	wonder	VERB
flr-348	220	5	how	how	SCONJ
flr-348	220	6	data	datum	NOUN
flr-348	220	7	collected	collect	VERB
flr-348	220	8	could	could	AUX
flr-348	220	9	be	be	AUX
flr-348	220	10	used	use	VERB
flr-348	220	11	to	to	PART
flr-348	220	12	inform	inform	VERB
flr-348	220	13	theories	theory	NOUN
flr-348	220	14	of	of	ADP
flr-348	220	15	learning	learn	VERB
flr-348	220	16	(	(	PUNCT
flr-348	220	17	and	and	CCONJ
flr-348	220	18	vice	vice	ADV
flr-348	220	19	versa	versa	ADV
flr-348	220	20	)	)	PUNCT
flr-348	220	21	and	and	CCONJ
flr-348	220	22	how	how	SCONJ
flr-348	220	23	variables	variable	NOUN
flr-348	220	24	represent	represent	VERB
flr-348	220	25	different	different	ADJ
flr-348	220	26	aspects	aspect	NOUN
flr-348	220	27	of	of	ADP
flr-348	220	28	learning	learn	VERB
flr-348	220	29	.	.	PUNCT
flr-348	221	1	these	these	PRON
flr-348	221	2	echo	echo	VERB
flr-348	221	3	common	common	ADJ
flr-348	221	4	concerns	concern	NOUN
flr-348	221	5	and	and	CCONJ
flr-348	221	6	theoretical	theoretical	ADJ
flr-348	221	7	arguments	argument	NOUN
flr-348	221	8	that	that	PRON
flr-348	221	9	are	be	AUX
flr-348	221	10	being	be	AUX
flr-348	221	11	developed	develop	VERB
flr-348	221	12	by	by	ADP
flr-348	221	13	experts	expert	NOUN
flr-348	221	14	in	in	ADP
flr-348	221	15	the	the	DET
flr-348	221	16	wider	wide	ADJ
flr-348	221	17	learning	learn	VERB
flr-348	221	18	analytics	analytic	NOUN
flr-348	221	19	field	field	NOUN
flr-348	221	20	(	(	PUNCT
flr-348	221	21	dawson	dawson	PROPN
flr-348	221	22	&	&	CCONJ
flr-348	221	23	siemens	siemens	PROPN
flr-348	221	24	,	,	PUNCT
flr-348	221	25	2014	2014	NUM
flr-348	221	26	;	;	PUNCT
flr-348	221	27	gašević	gašević	PROPN
flr-348	221	28	et	et	PROPN
flr-348	221	29	al	al	PROPN
flr-348	221	30	.	.	PROPN
flr-348	221	31	,	,	PUNCT
flr-348	221	32	2015	2015	NUM
flr-348	221	33	;	;	PUNCT
flr-348	221	34	kovanovic	kovanovic	PROPN
flr-348	221	35	et	et	PROPN
flr-348	221	36	al	al	PROPN
flr-348	221	37	.	.	PROPN
flr-348	221	38	,	,	PUNCT
flr-348	221	39	2015	2015	NUM
flr-348	221	40	;	;	PUNCT
flr-348	221	41	lockyer	lockyer	PROPN
flr-348	221	42	et	et	PROPN
flr-348	221	43	al	al	PROPN
flr-348	221	44	.	.	PROPN
flr-348	221	45	,	,	PUNCT
flr-348	221	46	2013	2013	NUM
flr-348	221	47	)	)	PUNCT
flr-348	221	48	.	.	PUNCT
flr-348	222	1	as	as	SCONJ
flr-348	222	2	such	such	ADJ
flr-348	222	3	,	,	PUNCT
flr-348	222	4	phd	phd	NOUN
flr-348	222	5	and	and	CCONJ
flr-348	222	6	postdoctoral	postdoctoral	ADJ
flr-348	222	7	research	research	NOUN
flr-348	222	8	projects	project	NOUN
flr-348	222	9	represent	represent	VERB
flr-348	222	10	a	a	DET
flr-348	222	11	valuable	valuable	ADJ
flr-348	222	12	resource	resource	NOUN
flr-348	222	13	for	for	ADP
flr-348	222	14	pushing	push	VERB
flr-348	222	15	the	the	DET
flr-348	222	16	boundaries	boundary	NOUN
flr-348	222	17	of	of	ADP
flr-348	222	18	the	the	DET
flr-348	222	19	learning	learning	NOUN
flr-348	222	20	analytics	analytic	NOUN
flr-348	222	21	field	field	NOUN
flr-348	222	22	.	.	PUNCT
flr-348	223	1	supervisors	supervisor	NOUN
flr-348	223	2	and	and	CCONJ
flr-348	223	3	line	line	NOUN
flr-348	223	4	managers	manager	NOUN
flr-348	223	5	should	should	AUX
flr-348	223	6	,	,	PUNCT
flr-348	223	7	therefore	therefore	ADV
flr-348	223	8	,	,	PUNCT
flr-348	223	9	build	build	VERB
flr-348	223	10	on	on	ADP
flr-348	223	11	the	the	DET
flr-348	223	12	curiosities	curiosity	NOUN
flr-348	223	13	of	of	ADP
flr-348	223	14	early	early	ADJ
flr-348	223	15	career	career	NOUN
flr-348	223	16	education	education	NOUN
flr-348	223	17	researchers	researcher	NOUN
flr-348	223	18	by	by	ADP
flr-348	223	19	supporting	support	VERB
flr-348	223	20	theoretical	theoretical	ADJ
flr-348	223	21	engagement	engagement	NOUN
flr-348	223	22	,	,	PUNCT
flr-348	223	23	creative	creative	ADJ
flr-348	223	24	research	research	NOUN
flr-348	223	25	ideas	idea	NOUN
flr-348	223	26	,	,	PUNCT
flr-348	223	27	and	and	CCONJ
flr-348	223	28	multi	multi	ADJ
flr-348	223	29	-	-	NOUN
flr-348	223	30	method	method	ADJ
flr-348	223	31	and	and	CCONJ
flr-348	223	32	multi	multi	ADJ
flr-348	223	33	-	-	ADJ
flr-348	223	34	disciplinary	disciplinary	ADJ
flr-348	223	35	approaches	approach	NOUN
flr-348	223	36	,	,	PUNCT
flr-348	223	37	in	in	ADP
flr-348	223	38	addition	addition	NOUN
flr-348	223	39	to	to	ADP
flr-348	223	40	technical	technical	ADJ
flr-348	223	41	skill	skill	NOUN
flr-348	223	42	development	development	NOUN
flr-348	223	43	and	and	CCONJ
flr-348	223	44	automated	automate	VERB
flr-348	223	45	learning	learning	NOUN
flr-348	223	46	analytics	analytic	NOUN
flr-348	223	47	methods	method	NOUN
flr-348	223	48	.	.	PUNCT
flr-348	224	1	supporting	support	VERB
flr-348	224	2	access	access	NOUN
flr-348	224	3	to	to	ADP
flr-348	224	4	different	different	ADJ
flr-348	224	5	kinds	kind	NOUN
flr-348	224	6	of	of	ADP
flr-348	224	7	data	datum	NOUN
flr-348	224	8	along	along	ADP
flr-348	224	9	with	with	ADP
flr-348	224	10	curiosities	curiosity	NOUN
flr-348	224	11	about	about	ADP
flr-348	224	12	the	the	DET
flr-348	224	13	‘	'	PUNCT
flr-348	224	14	bigger	big	ADJ
flr-348	224	15	picture	picture	NOUN
flr-348	224	16	,	,	PUNCT
flr-348	224	17	’	'	PUNCT
flr-348	224	18	early	early	ADJ
flr-348	224	19	career	career	NOUN
flr-348	224	20	education	education	NOUN
flr-348	224	21	researchers	researcher	NOUN
flr-348	224	22	in	in	ADP
flr-348	224	23	our	our	PRON
flr-348	224	24	study	study	NOUN
flr-348	224	25	frequently	frequently	ADV
flr-348	224	26	noted	note	VERB
flr-348	224	27	the	the	DET
flr-348	224	28	value	value	NOUN
flr-348	224	29	of	of	ADP
flr-348	224	30	combining	combine	VERB
flr-348	224	31	learning	learn	VERB
flr-348	224	32	analytics	analytic	NOUN
flr-348	224	33	with	with	ADP
flr-348	224	34	other	other	ADJ
flr-348	224	35	methods	method	NOUN
flr-348	224	36	.	.	PUNCT
flr-348	225	1	nearly	nearly	ADV
flr-348	225	2	all	all	DET
flr-348	225	3	participants	participant	NOUN
flr-348	225	4	noted	note	VERB
flr-348	225	5	an	an	DET
flr-348	225	6	interest	interest	NOUN
flr-348	225	7	and	and	CCONJ
flr-348	225	8	curiosity	curiosity	NOUN
flr-348	225	9	in	in	ADP
flr-348	225	10	experimenting	experiment	VERB
flr-348	225	11	with	with	ADP
flr-348	225	12	new	new	ADJ
flr-348	225	13	approaches	approach	NOUN
flr-348	225	14	to	to	PART
flr-348	225	15	answer	answer	VERB
flr-348	225	16	complex	complex	ADJ
flr-348	225	17	research	research	NOUN
flr-348	225	18	questions	question	NOUN
flr-348	225	19	.	.	PUNCT
flr-348	226	1	by	by	ADP
flr-348	226	2	combining	combine	VERB
flr-348	226	3	data	datum	NOUN
flr-348	226	4	from	from	ADP
flr-348	226	5	different	different	ADJ
flr-348	226	6	methods	method	NOUN
flr-348	226	7	,	,	PUNCT
flr-348	226	8	including	include	VERB
flr-348	226	9	qualitative	qualitative	ADJ
flr-348	226	10	methods	method	NOUN
flr-348	226	11	,	,	PUNCT
flr-348	226	12	participants	participant	NOUN
flr-348	226	13	understood	understand	VERB
flr-348	226	14	they	they	PRON
flr-348	226	15	could	could	AUX
flr-348	226	16	develop	develop	VERB
flr-348	226	17	a	a	DET
flr-348	226	18	more	more	ADV
flr-348	226	19	complete	complete	ADJ
flr-348	226	20	picture	picture	NOUN
flr-348	226	21	of	of	ADP
flr-348	226	22	learning	learn	VERB
flr-348	226	23	than	than	ADP
flr-348	226	24	by	by	ADP
flr-348	226	25	only	only	ADV
flr-348	226	26	collecting	collect	VERB
flr-348	226	27	log	log	NOUN
flr-348	226	28	file	file	NOUN
flr-348	226	29	data	datum	NOUN
flr-348	226	30	,	,	PUNCT
flr-348	226	31	which	which	PRON
flr-348	226	32	was	be	AUX
flr-348	226	33	in	in	ADP
flr-348	226	34	line	line	NOUN
flr-348	226	35	with	with	ADP
flr-348	226	36	others	other	NOUN
flr-348	226	37	in	in	ADP
flr-348	226	38	the	the	DET
flr-348	226	39	field	field	NOUN
flr-348	226	40	(	(	PUNCT
flr-348	226	41	chatti	chatti	NOUN
flr-348	226	42	et	et	PROPN
flr-348	226	43	al	al	PROPN
flr-348	226	44	.	.	PROPN
flr-348	226	45	,	,	PUNCT
flr-348	226	46	2012	2012	NUM
flr-348	226	47	;	;	PUNCT
flr-348	226	48	suthers	suther	NOUN
flr-348	226	49	&	&	CCONJ
flr-348	226	50	verbert	verbert	NOUN
flr-348	226	51	,	,	PUNCT
flr-348	226	52	2013	2013	NUM
flr-348	226	53	)	)	PUNCT
flr-348	226	54	.	.	PUNCT
flr-348	227	1	in	in	ADP
flr-348	227	2	this	this	DET
flr-348	227	3	regard	regard	NOUN
flr-348	227	4	,	,	PUNCT
flr-348	227	5	combining	combine	VERB
flr-348	227	6	multiple	multiple	ADJ
flr-348	227	7	methods	method	NOUN
flr-348	227	8	can	can	AUX
flr-348	227	9	help	help	VERB
flr-348	227	10	bridge	bridge	VERB
flr-348	227	11	the	the	DET
flr-348	227	12	gap	gap	NOUN
flr-348	227	13	between	between	ADP
flr-348	227	14	generalisation	generalisation	NOUN
flr-348	227	15	and	and	CCONJ
flr-348	227	16	personalisation	personalisation	NOUN
flr-348	227	17	of	of	ADP
flr-348	227	18	visualisations	visualisation	NOUN
flr-348	227	19	and	and	CCONJ
flr-348	227	20	feedback	feedback	NOUN
flr-348	227	21	to	to	PART
flr-348	227	22	be	be	AUX
flr-348	227	23	used	use	VERB
flr-348	227	24	by	by	ADP
flr-348	227	25	students	student	NOUN
flr-348	227	26	and	and	CCONJ
flr-348	227	27	teachers	teacher	NOUN
flr-348	227	28	.	.	PUNCT
flr-348	228	1	however	however	ADV
flr-348	228	2	,	,	PUNCT
flr-348	228	3	there	there	PRON
flr-348	228	4	was	be	VERB
flr-348	228	5	a	a	DET
flr-348	228	6	recognition	recognition	NOUN
flr-348	228	7	of	of	ADP
flr-348	228	8	challenges	challenge	NOUN
flr-348	228	9	in	in	ADP
flr-348	228	10	accessing	access	VERB
flr-348	228	11	and	and	CCONJ
flr-348	228	12	incorporating	incorporate	VERB
flr-348	228	13	different	different	ADJ
flr-348	228	14	types	type	NOUN
flr-348	228	15	of	of	ADP
flr-348	228	16	data	datum	NOUN
flr-348	228	17	and	and	CCONJ
flr-348	228	18	the	the	DET
flr-348	228	19	expense	expense	NOUN
flr-348	228	20	of	of	ADP
flr-348	228	21	using	use	VERB
flr-348	228	22	new	new	ADJ
flr-348	228	23	technologies	technology	NOUN
flr-348	228	24	with	with	ADP
flr-348	228	25	large	large	ADJ
flr-348	228	26	groups	group	NOUN
flr-348	228	27	of	of	ADP
flr-348	228	28	students	student	NOUN
flr-348	228	29	.	.	PUNCT
flr-348	229	1	therefore	therefore	ADV
flr-348	229	2	,	,	PUNCT
flr-348	229	3	more	more	ADJ
flr-348	229	4	support	support	NOUN
flr-348	229	5	is	be	AUX
flr-348	229	6	needed	need	VERB
flr-348	229	7	to	to	PART
flr-348	229	8	ensure	ensure	VERB
flr-348	229	9	that	that	SCONJ
flr-348	229	10	early	early	ADJ
flr-348	229	11	career	career	NOUN
flr-348	229	12	researchers	researcher	NOUN
flr-348	229	13	have	have	VERB
flr-348	229	14	resources	resource	NOUN
flr-348	229	15	(	(	PUNCT
flr-348	229	16	time	time	NOUN
flr-348	229	17	,	,	PUNCT
flr-348	229	18	access	access	NOUN
flr-348	229	19	,	,	PUNCT
flr-348	229	20	training	training	NOUN
flr-348	229	21	,	,	PUNCT
flr-348	229	22	etc	etc	X
flr-348	229	23	.	.	X
flr-348	229	24	)	)	PUNCT
flr-348	229	25	to	to	PART
flr-348	229	26	incorporate	incorporate	VERB
flr-348	229	27	diverse	diverse	ADJ
flr-348	229	28	methods	method	NOUN
flr-348	229	29	into	into	ADP
flr-348	229	30	their	their	PRON
flr-348	229	31	research	research	NOUN
flr-348	229	32	.	.	PUNCT
flr-348	230	1	developing	develop	VERB
flr-348	230	2	and	and	CCONJ
flr-348	230	3	fostering	foster	VERB
flr-348	230	4	ethical	ethical	ADJ
flr-348	230	5	and	and	CCONJ
flr-348	230	6	theoretical	theoretical	ADJ
flr-348	230	7	engagements	engagement	NOUN
flr-348	230	8	to	to	PART
flr-348	230	9	effectively	effectively	ADV
flr-348	230	10	incorporate	incorporate	VERB
flr-348	230	11	learning	learn	VERB
flr-348	230	12	analytics	analytic	NOUN
flr-348	230	13	into	into	ADP
flr-348	230	14	their	their	PRON
flr-348	230	15	own	own	ADJ
flr-348	230	16	research	research	NOUN
flr-348	230	17	,	,	PUNCT
flr-348	230	18	early	early	ADJ
flr-348	230	19	career	career	NOUN
flr-348	230	20	education	education	NOUN
flr-348	230	21	researchers	researcher	NOUN
flr-348	230	22	need	need	VERB
flr-348	230	23	to	to	PART
flr-348	230	24	be	be	AUX
flr-348	230	25	well	well	ADV
flr-348	230	26	-	-	PUNCT
flr-348	230	27	versed	verse	VERB
flr-348	230	28	in	in	ADP
flr-348	230	29	current	current	ADJ
flr-348	230	30	debates	debate	NOUN
flr-348	230	31	around	around	ADP
flr-348	230	32	ethics	ethic	NOUN
flr-348	230	33	(	(	PUNCT
flr-348	230	34	drachsler	drachsler	NOUN
flr-348	230	35	&	&	CCONJ
flr-348	230	36	greller	greller	NOUN
flr-348	230	37	,	,	PUNCT
flr-348	230	38	2016	2016	NUM
flr-348	230	39	;	;	PUNCT
flr-348	230	40	prinsloo	prinsloo	NOUN
flr-348	230	41	&	&	CCONJ
flr-348	230	42	slade	slade	PROPN
flr-348	230	43	,	,	PUNCT
flr-348	230	44	2017b	2017b	NUM
flr-348	230	45	;	;	PUNCT
flr-348	230	46	slade	slade	PROPN
flr-348	230	47	&	&	CCONJ
flr-348	230	48	prinsloo	prinsloo	PROPN
flr-348	230	49	,	,	PUNCT
flr-348	230	50	2013	2013	NUM
flr-348	230	51	)	)	PUNCT
flr-348	230	52	.	.	PUNCT
flr-348	231	1	the	the	DET
flr-348	231	2	early	early	ADJ
flr-348	231	3	career	career	NOUN
flr-348	231	4	researchers	researcher	NOUN
flr-348	231	5	in	in	ADP
flr-348	231	6	this	this	DET
flr-348	231	7	workshop	workshop	NOUN
flr-348	231	8	appeared	appear	VERB
flr-348	231	9	to	to	PART
flr-348	231	10	be	be	AUX
flr-348	231	11	aware	aware	ADJ
flr-348	231	12	of	of	ADP
flr-348	231	13	these	these	DET
flr-348	231	14	issues	issue	NOUN
flr-348	231	15	,	,	PUNCT
flr-348	231	16	but	but	CCONJ
flr-348	231	17	often	often	ADV
flr-348	231	18	were	be	AUX
flr-348	231	19	unsure	unsure	ADJ
flr-348	231	20	about	about	ADP
flr-348	231	21	how	how	SCONJ
flr-348	231	22	to	to	PART
flr-348	231	23	address	address	VERB
flr-348	231	24	them	they	PRON
flr-348	231	25	.	.	PUNCT
flr-348	232	1	participants	participant	NOUN
flr-348	232	2	often	often	ADV
flr-348	232	3	felt	feel	VERB
flr-348	232	4	they	they	PRON
flr-348	232	5	were	be	AUX
flr-348	232	6	small	small	ADJ
flr-348	232	7	cogs	cog	NOUN
flr-348	232	8	in	in	ADP
flr-348	232	9	large	large	ADJ
flr-348	232	10	institutional	institutional	ADJ
flr-348	232	11	machines	machine	NOUN
flr-348	232	12	,	,	PUNCT
flr-348	232	13	with	with	ADP
flr-348	232	14	little	little	ADJ
flr-348	232	15	power	power	NOUN
flr-348	232	16	to	to	PART
flr-348	232	17	influence	influence	VERB
flr-348	232	18	or	or	CCONJ
flr-348	232	19	contribute	contribute	VERB
flr-348	232	20	to	to	ADP
flr-348	232	21	debates	debate	NOUN
flr-348	232	22	around	around	ADP
flr-348	232	23	ethics	ethic	NOUN
flr-348	232	24	.	.	PUNCT
flr-348	233	1	although	although	SCONJ
flr-348	233	2	the	the	DET
flr-348	233	3	wider	wide	ADJ
flr-348	233	4	field	field	NOUN
flr-348	233	5	is	be	AUX
flr-348	233	6	attempting	attempt	VERB
flr-348	233	7	to	to	PART
flr-348	233	8	address	address	VERB
flr-348	233	9	these	these	DET
flr-348	233	10	issues	issue	NOUN
flr-348	233	11	through	through	ADP
flr-348	233	12	a	a	DET
flr-348	233	13	growing	grow	VERB
flr-348	233	14	number	number	NOUN
flr-348	233	15	of	of	ADP
flr-348	233	16	ethical	ethical	ADJ
flr-348	233	17	frameworks	framework	NOUN
flr-348	233	18	and	and	CCONJ
flr-348	233	19	privacy	privacy	NOUN
flr-348	233	20	guidelines	guideline	NOUN
flr-348	233	21	(	(	PUNCT
flr-348	233	22	gašević	gašević	PROPN
flr-348	233	23	et	et	PROPN
flr-348	233	24	al	al	PROPN
flr-348	233	25	.	.	PROPN
flr-348	233	26	,	,	PUNCT
flr-348	233	27	2016	2016	NUM
flr-348	233	28	)	)	PUNCT
flr-348	233	29	,	,	PUNCT
flr-348	233	30	early	early	ADJ
flr-348	233	31	career	career	NOUN
flr-348	233	32	researchers	researcher	NOUN
flr-348	233	33	had	have	VERB
flr-348	233	34	major	major	ADJ
flr-348	233	35	questions	question	NOUN
flr-348	233	36	about	about	ADP
flr-348	233	37	how	how	SCONJ
flr-348	233	38	to	to	PART
flr-348	233	39	collect	collect	VERB
flr-348	233	40	data	datum	NOUN
flr-348	233	41	unbiasedly	unbiasedly	ADV
flr-348	233	42	,	,	PUNCT
flr-348	233	43	while	while	SCONJ
flr-348	233	44	still	still	ADV
flr-348	233	45	capturing	capture	VERB
flr-348	233	46	complex	complex	ADJ
flr-348	233	47	learning	learning	NOUN
flr-348	233	48	processes	process	NOUN
flr-348	233	49	.	.	PUNCT
flr-348	234	1	therefore	therefore	ADV
flr-348	234	2	,	,	PUNCT
flr-348	234	3	an	an	DET
flr-348	234	4	explicit	explicit	ADJ
flr-348	234	5	engagement	engagement	NOUN
flr-348	234	6	with	with	ADP
flr-348	234	7	developing	develop	VERB
flr-348	234	8	early	early	ADJ
flr-348	234	9	career	career	NOUN
flr-348	234	10	education	education	NOUN
flr-348	234	11	researchers	researcher	NOUN
flr-348	234	12	’	’	PART
flr-348	234	13	knowledge	knowledge	NOUN
flr-348	234	14	of	of	ADP
flr-348	234	15	ethical	ethical	ADJ
flr-348	234	16	frameworks	framework	NOUN
flr-348	234	17	and	and	CCONJ
flr-348	234	18	theories	theory	NOUN
flr-348	234	19	in	in	ADP
flr-348	234	20	learning	learn	VERB
flr-348	234	21	analytics	analytic	NOUN
flr-348	234	22	is	be	AUX
flr-348	234	23	vital	vital	ADJ
flr-348	234	24	.	.	PUNCT
flr-348	235	1	at	at	ADP
flr-348	235	2	the	the	DET
flr-348	235	3	same	same	ADJ
flr-348	235	4	time	time	NOUN
flr-348	235	5	,	,	PUNCT
flr-348	235	6	the	the	DET
flr-348	235	7	knowledges	knowledge	NOUN
flr-348	235	8	and	and	CCONJ
flr-348	235	9	experiences	experience	NOUN
flr-348	235	10	of	of	ADP
flr-348	235	11	early	early	ADJ
flr-348	235	12	career	career	NOUN
flr-348	235	13	researchers	researcher	NOUN
flr-348	235	14	are	be	AUX
flr-348	235	15	important	important	ADJ
flr-348	235	16	voices	voice	NOUN
flr-348	235	17	for	for	SCONJ
flr-348	235	18	institutions	institution	NOUN
flr-348	235	19	to	to	PART
flr-348	235	20	consider	consider	VERB
flr-348	235	21	when	when	SCONJ
flr-348	235	22	developing	develop	VERB
flr-348	235	23	ethical	ethical	ADJ
flr-348	235	24	frameworks	framework	NOUN
flr-348	235	25	.	.	PUNCT
flr-348	236	1	5.1	5.1	NUM
flr-348	236	2	limitations	limitation	NOUN
flr-348	236	3	through	through	ADP
flr-348	236	4	an	an	DET
flr-348	236	5	in	in	ADP
flr-348	236	6	-	-	PUNCT
flr-348	236	7	depth	depth	NOUN
flr-348	236	8	analysis	analysis	NOUN
flr-348	236	9	of	of	ADP
flr-348	236	10	an	an	DET
flr-348	236	11	earli	earli	ADJ
flr-348	236	12	jure	jure	NOUN
flr-348	236	13	conference	conference	NOUN
flr-348	236	14	workshop	workshop	NOUN
flr-348	236	15	,	,	PUNCT
flr-348	236	16	this	this	DET
flr-348	236	17	study	study	NOUN
flr-348	236	18	has	have	AUX
flr-348	236	19	provided	provide	VERB
flr-348	236	20	a	a	DET
flr-348	236	21	nuanced	nuanced	ADJ
flr-348	236	22	look	look	NOUN
flr-348	236	23	at	at	ADP
flr-348	236	24	the	the	DET
flr-348	236	25	thoughts	thought	NOUN
flr-348	236	26	and	and	CCONJ
flr-348	236	27	experiences	experience	NOUN
flr-348	236	28	of	of	ADP
flr-348	236	29	early	early	ADJ
flr-348	236	30	career	career	NOUN
flr-348	236	31	education	education	NOUN
flr-348	236	32	researchers	researcher	NOUN
flr-348	236	33	in	in	ADP
flr-348	236	34	regards	regard	NOUN
flr-348	236	35	to	to	ADP
flr-348	236	36	learning	learn	VERB
flr-348	236	37	analytics	analytic	NOUN
flr-348	236	38	.	.	PUNCT
flr-348	237	1	we	we	PRON
flr-348	237	2	believe	believe	VERB
flr-348	237	3	our	our	PRON
flr-348	237	4	study	study	NOUN
flr-348	237	5	is	be	AUX
flr-348	237	6	the	the	DET
flr-348	237	7	first	first	ADJ
flr-348	237	8	of	of	ADP
flr-348	237	9	its	its	PRON
flr-348	237	10	kind	kind	NOUN
flr-348	237	11	to	to	PART
flr-348	237	12	engage	engage	VERB
flr-348	237	13	with	with	ADP
flr-348	237	14	how	how	SCONJ
flr-348	237	15	early	early	ADJ
flr-348	237	16	career	career	NOUN
flr-348	237	17	education	education	NOUN
flr-348	237	18	researchers	researcher	NOUN
flr-348	237	19	perceive	perceive	VERB
flr-348	237	20	and	and	CCONJ
flr-348	237	21	use	use	VERB
flr-348	237	22	learning	learn	VERB
flr-348	237	23	analytics	analytic	NOUN
flr-348	237	24	,	,	PUNCT
flr-348	237	25	providing	provide	VERB
flr-348	237	26	insight	insight	NOUN
flr-348	237	27	into	into	ADP
flr-348	237	28	how	how	SCONJ
flr-348	237	29	the	the	DET
flr-348	237	30	next	next	ADJ
flr-348	237	31	generation	generation	NOUN
flr-348	237	32	of	of	ADP
flr-348	237	33	researchers	researcher	NOUN
flr-348	237	34	will	will	AUX
flr-348	237	35	move	move	VERB
flr-348	237	36	this	this	DET
flr-348	237	37	emerging	emerge	VERB
flr-348	237	38	field	field	NOUN
flr-348	237	39	forward	forward	ADV
flr-348	237	40	.	.	PUNCT
flr-348	238	1	in	in	ADP
flr-348	238	2	doing	do	VERB
flr-348	238	3	so	so	ADV
flr-348	238	4	,	,	PUNCT
flr-348	238	5	however	however	ADV
flr-348	238	6	,	,	PUNCT
flr-348	238	7	we	we	PRON
flr-348	238	8	note	note	VERB
flr-348	238	9	several	several	ADJ
flr-348	238	10	limitations	limitation	NOUN
flr-348	238	11	.	.	PUNCT
flr-348	239	1	first	first	ADV
flr-348	239	2	,	,	PUNCT
flr-348	239	3	it	it	PRON
flr-348	239	4	is	be	AUX
flr-348	239	5	recognised	recognise	VERB
flr-348	239	6	there	there	PRON
flr-348	239	7	was	be	VERB
flr-348	239	8	a	a	DET
flr-348	239	9	potential	potential	NOUN
flr-348	239	10	for	for	ADP
flr-348	239	11	sample	sample	NOUN
flr-348	239	12	bias	bias	NOUN
flr-348	239	13	in	in	ADP
flr-348	239	14	relation	relation	NOUN
flr-348	239	15	to	to	ADP
flr-348	239	16	who	who	PRON
flr-348	239	17	volunteered	volunteer	VERB
flr-348	239	18	to	to	PART
flr-348	239	19	attend	attend	VERB
flr-348	239	20	the	the	DET
flr-348	239	21	workshop	workshop	NOUN
flr-348	239	22	.	.	PUNCT
flr-348	240	1	it	it	PRON
flr-348	240	2	is	be	AUX
flr-348	240	3	likely	likely	ADJ
flr-348	240	4	that	that	SCONJ
flr-348	240	5	those	those	PRON
flr-348	240	6	who	who	PRON
flr-348	240	7	attended	attend	VERB
flr-348	240	8	the	the	DET
flr-348	240	9	workshop	workshop	NOUN
flr-348	240	10	were	be	AUX
flr-348	240	11	already	already	ADV
flr-348	240	12	interested	interested	ADJ
flr-348	240	13	in	in	ADP
flr-348	240	14	and	and	CCONJ
flr-348	240	15	using	use	VERB
flr-348	240	16	learning	learn	VERB
flr-348	240	17	analytics	analytic	NOUN
flr-348	240	18	and	and	CCONJ
flr-348	240	19	that	that	SCONJ
flr-348	240	20	more	more	ADV
flr-348	240	21	diverse	diverse	ADJ
flr-348	240	22	views	view	NOUN
flr-348	240	23	could	could	AUX
flr-348	240	24	be	be	AUX
flr-348	240	25	elicited	elicit	VERB
flr-348	240	26	from	from	ADP
flr-348	240	27	early	early	ADJ
flr-348	240	28	career	career	NOUN
flr-348	240	29	researchers	researcher	NOUN
flr-348	240	30	who	who	PRON
flr-348	240	31	have	have	AUX
flr-348	240	32	opted	opt	VERB
flr-348	240	33	not	not	PART
flr-348	240	34	to	to	PART
flr-348	240	35	engage	engage	VERB
flr-348	240	36	with	with	ADP
flr-348	240	37	the	the	DET
flr-348	240	38	field	field	NOUN
flr-348	240	39	.	.	PUNCT
flr-348	241	1	future	future	ADJ
flr-348	241	2	research	research	NOUN
flr-348	241	3	,	,	PUNCT
flr-348	241	4	therefore	therefore	ADV
flr-348	241	5	,	,	PUNCT
flr-348	241	6	should	should	AUX
flr-348	241	7	explore	explore	VERB
flr-348	241	8	our	our	PRON
flr-348	241	9	research	research	NOUN
flr-348	241	10	questions	question	NOUN
flr-348	241	11	with	with	ADP
flr-348	241	12	a	a	DET
flr-348	241	13	broader	broad	ADJ
flr-348	241	14	population	population	NOUN
flr-348	241	15	of	of	ADP
flr-348	241	16	early	early	ADJ
flr-348	241	17	career	career	NOUN
flr-348	241	18	education	education	NOUN
flr-348	241	19	researchers	researcher	NOUN
flr-348	241	20	in	in	ADP
flr-348	241	21	different	different	ADJ
flr-348	241	22	contexts	context	NOUN
flr-348	241	23	to	to	PART
flr-348	241	24	identify	identify	VERB
flr-348	241	25	barriers	barrier	NOUN
flr-348	241	26	experienced	experience	VERB
flr-348	241	27	by	by	ADP
flr-348	241	28	those	those	PRON
flr-348	241	29	with	with	ADP
flr-348	241	30	little	little	ADJ
flr-348	241	31	to	to	ADP
flr-348	241	32	no	no	DET
flr-348	241	33	experience	experience	NOUN
flr-348	241	34	or	or	CCONJ
flr-348	241	35	knowledge	knowledge	NOUN
flr-348	241	36	of	of	ADP
flr-348	241	37	learning	learn	VERB
flr-348	241	38	analytics	analytic	NOUN
flr-348	241	39	.	.	PUNCT
flr-348	242	1	second	second	ADJ
flr-348	242	2	,	,	PUNCT
flr-348	242	3	we	we	PRON
flr-348	242	4	note	note	VERB
flr-348	242	5	that	that	SCONJ
flr-348	242	6	the	the	DET
flr-348	242	7	audio	audio	ADJ
flr-348	242	8	recordings	recording	NOUN
flr-348	242	9	for	for	ADP
flr-348	242	10	small	small	ADJ
flr-348	242	11	group	group	NOUN
flr-348	242	12	discussions	discussion	NOUN
flr-348	242	13	were	be	AUX
flr-348	242	14	made	make	VERB
flr-348	242	15	in	in	ADP
flr-348	242	16	a	a	DET
flr-348	242	17	busy	busy	ADJ
flr-348	242	18	,	,	PUNCT
flr-348	242	19	noisy	noisy	ADJ
flr-348	242	20	room	room	NOUN
flr-348	242	21	and	and	CCONJ
flr-348	242	22	,	,	PUNCT
flr-348	242	23	as	as	ADP
flr-348	242	24	such	such	ADJ
flr-348	242	25	,	,	PUNCT
flr-348	242	26	were	be	AUX
flr-348	242	27	not	not	PART
flr-348	242	28	always	always	ADV
flr-348	242	29	complete	complete	ADJ
flr-348	242	30	.	.	PUNCT
flr-348	243	1	some	some	DET
flr-348	243	2	participants	participant	NOUN
flr-348	243	3	’	'	PUNCT
flr-348	243	4	statements	statement	NOUN
flr-348	243	5	may	may	AUX
flr-348	243	6	have	have	AUX
flr-348	243	7	been	be	AUX
flr-348	243	8	omitted	omit	VERB
flr-348	243	9	or	or	CCONJ
flr-348	243	10	unusable	unusable	ADJ
flr-348	243	11	due	due	ADP
flr-348	243	12	to	to	ADP
flr-348	243	13	the	the	DET
flr-348	243	14	quality	quality	NOUN
flr-348	243	15	of	of	ADP
flr-348	243	16	the	the	DET
flr-348	243	17	recording	recording	NOUN
flr-348	243	18	.	.	PUNCT
flr-348	244	1	at	at	ADP
flr-348	244	2	the	the	DET
flr-348	244	3	same	same	ADJ
flr-348	244	4	time	time	NOUN
flr-348	244	5	,	,	PUNCT
flr-348	244	6	discussion	discussion	NOUN
flr-348	244	7	topics	topic	NOUN
flr-348	244	8	varied	varied	ADJ
flr-348	244	9	across	across	ADP
flr-348	244	10	the	the	DET
flr-348	244	11	six	six	NUM
flr-348	244	12	small	small	ADJ
flr-348	244	13	groups	group	NOUN
flr-348	244	14	and	and	CCONJ
flr-348	244	15	it	it	PRON
flr-348	244	16	was	be	AUX
flr-348	244	17	not	not	PART
flr-348	244	18	possible	possible	ADJ
flr-348	244	19	to	to	PART
flr-348	244	20	elicit	elicit	VERB
flr-348	244	21	thoughts	thought	NOUN
flr-348	244	22	on	on	ADP
flr-348	244	23	some	some	DET
flr-348	244	24	topics	topic	NOUN
flr-348	244	25	or	or	CCONJ
flr-348	244	26	themes	theme	NOUN
flr-348	244	27	from	from	ADP
flr-348	244	28	all	all	DET
flr-348	244	29	participants	participant	NOUN
flr-348	244	30	.	.	PUNCT
flr-348	245	1	however	however	ADV
flr-348	245	2	,	,	PUNCT
flr-348	245	3	all	all	DET
flr-348	245	4	main	main	ADJ
flr-348	245	5	points	point	NOUN
flr-348	245	6	from	from	ADP
flr-348	245	7	the	the	DET
flr-348	245	8	small	small	ADJ
flr-348	245	9	-	-	PUNCT
flr-348	245	10	group	group	NOUN
flr-348	245	11	discussions	discussion	NOUN
flr-348	245	12	were	be	AUX
flr-348	245	13	summarised	summarise	VERB
flr-348	245	14	by	by	ADP
flr-348	245	15	the	the	DET
flr-348	245	16	facilitator	facilitator	NOUN
flr-348	245	17	,	,	PUNCT
flr-348	245	18	and	and	CCONJ
flr-348	245	19	all	all	DET
flr-348	245	20	data	datum	NOUN
flr-348	245	21	were	be	AUX
flr-348	245	22	analysed	analyse	VERB
flr-348	245	23	and	and	CCONJ
flr-348	245	24	cross	cros	VERB
flr-348	245	25	-	-	VERB
flr-348	245	26	examined	examine	VERB
flr-348	245	27	by	by	ADP
flr-348	245	28	the	the	DET
flr-348	245	29	seven	seven	NUM
flr-348	245	30	early	early	ADJ
flr-348	245	31	career	career	NOUN
flr-348	245	32	researchers	researcher	NOUN
flr-348	245	33	.	.	PUNCT
flr-348	246	1	6	6	X
flr-348	246	2	.	.	X
flr-348	246	3	conclusion	conclusion	NOUN
flr-348	246	4	in	in	ADP
flr-348	246	5	this	this	DET
flr-348	246	6	study	study	NOUN
flr-348	246	7	,	,	PUNCT
flr-348	246	8	early	early	ADJ
flr-348	246	9	career	career	NOUN
flr-348	246	10	education	education	NOUN
flr-348	246	11	researchers	researcher	NOUN
flr-348	246	12	were	be	AUX
flr-348	246	13	aware	aware	ADJ
flr-348	246	14	of	of	ADP
flr-348	246	15	the	the	DET
flr-348	246	16	strengths	strength	NOUN
flr-348	246	17	and	and	CCONJ
flr-348	246	18	limitations	limitation	NOUN
flr-348	246	19	of	of	ADP
flr-348	246	20	learning	learn	VERB
flr-348	246	21	analytics	analytic	NOUN
flr-348	246	22	research	research	NOUN
flr-348	246	23	and	and	CCONJ
flr-348	246	24	were	be	AUX
flr-348	246	25	grappling	grapple	VERB
flr-348	246	26	with	with	ADP
flr-348	246	27	previously	previously	ADV
flr-348	246	28	identified	identify	VERB
flr-348	246	29	issues	issue	NOUN
flr-348	246	30	in	in	ADP
flr-348	246	31	the	the	DET
flr-348	246	32	field	field	NOUN
flr-348	246	33	,	,	PUNCT
flr-348	246	34	including	include	VERB
flr-348	246	35	ethical	ethical	ADJ
flr-348	246	36	and	and	CCONJ
flr-348	246	37	privacy	privacy	NOUN
flr-348	246	38	issues	issue	NOUN
flr-348	246	39	,	,	PUNCT
flr-348	246	40	institutional	institutional	ADJ
flr-348	246	41	barriers	barrier	NOUN
flr-348	246	42	,	,	PUNCT
flr-348	246	43	concerns	concern	NOUN
flr-348	246	44	over	over	ADP
flr-348	246	45	atheoretical	atheoretical	ADJ
flr-348	246	46	approaches	approach	NOUN
flr-348	246	47	,	,	PUNCT
flr-348	246	48	and	and	CCONJ
flr-348	246	49	developing	develop	VERB
flr-348	246	50	complex	complex	ADJ
flr-348	246	51	stories	story	NOUN
flr-348	246	52	about	about	ADP
flr-348	246	53	learning	learn	VERB
flr-348	246	54	processes	process	NOUN
flr-348	246	55	.	.	PUNCT
flr-348	247	1	this	this	PRON
flr-348	247	2	shows	show	VERB
flr-348	247	3	an	an	DET
flr-348	247	4	awareness	awareness	NOUN
flr-348	247	5	of	of	ADP
flr-348	247	6	field	field	NOUN
flr-348	247	7	issues	issue	NOUN
flr-348	247	8	,	,	PUNCT
flr-348	247	9	as	as	ADV
flr-348	247	10	well	well	ADV
flr-348	247	11	as	as	ADP
flr-348	247	12	a	a	DET
flr-348	247	13	familiarity	familiarity	NOUN
flr-348	247	14	with	with	ADP
flr-348	247	15	the	the	DET
flr-348	247	16	literature	literature	NOUN
flr-348	247	17	and	and	CCONJ
flr-348	247	18	current	current	ADJ
flr-348	247	19	research	research	NOUN
flr-348	247	20	.	.	PUNCT
flr-348	248	1	the	the	DET
flr-348	248	2	findings	finding	NOUN
flr-348	248	3	of	of	ADP
flr-348	248	4	this	this	DET
flr-348	248	5	study	study	NOUN
flr-348	248	6	also	also	ADV
flr-348	248	7	revealed	reveal	VERB
flr-348	248	8	how	how	SCONJ
flr-348	248	9	early	early	ADJ
flr-348	248	10	career	career	NOUN
flr-348	248	11	education	education	NOUN
flr-348	248	12	researchers	researcher	NOUN
flr-348	248	13	are	be	AUX
flr-348	248	14	struggling	struggle	VERB
flr-348	248	15	to	to	PART
flr-348	248	16	situate	situate	VERB
flr-348	248	17	themselves	themselves	PRON
flr-348	248	18	within	within	ADP
flr-348	248	19	the	the	DET
flr-348	248	20	field	field	NOUN
flr-348	248	21	and	and	CCONJ
flr-348	248	22	gain	gain	VERB
flr-348	248	23	the	the	DET
flr-348	248	24	complex	complex	ADJ
flr-348	248	25	skills	skill	NOUN
flr-348	248	26	necessary	necessary	ADJ
flr-348	248	27	to	to	PART
flr-348	248	28	appropriately	appropriately	ADV
flr-348	248	29	embed	embed	VERB
flr-348	248	30	learning	learning	NOUN
flr-348	248	31	analytics	analytic	NOUN
flr-348	248	32	approaches	approach	NOUN
flr-348	248	33	into	into	ADP
flr-348	248	34	their	their	PRON
flr-348	248	35	own	own	ADJ
flr-348	248	36	practices	practice	NOUN
flr-348	248	37	.	.	PUNCT
flr-348	249	1	these	these	DET
flr-348	249	2	issues	issue	NOUN
flr-348	249	3	are	be	AUX
flr-348	249	4	essential	essential	ADJ
flr-348	249	5	considerations	consideration	NOUN
flr-348	249	6	for	for	ADP
flr-348	249	7	the	the	DET
flr-348	249	8	earli	earli	PROPN
flr-348	249	9	community	community	NOUN
flr-348	249	10	and	and	CCONJ
flr-348	249	11	wider	wide	ADJ
flr-348	249	12	field	field	NOUN
flr-348	249	13	of	of	ADP
flr-348	249	14	educational	educational	ADJ
flr-348	249	15	research	research	NOUN
flr-348	249	16	,	,	PUNCT
flr-348	249	17	as	as	SCONJ
flr-348	249	18	it	it	PRON
flr-348	249	19	is	be	AUX
flr-348	249	20	clear	clear	ADJ
flr-348	249	21	that	that	SCONJ
flr-348	249	22	more	more	ADJ
flr-348	249	23	resources	resource	NOUN
flr-348	249	24	are	be	AUX
flr-348	249	25	needed	need	VERB
flr-348	249	26	to	to	PART
flr-348	249	27	support	support	VERB
flr-348	249	28	and	and	CCONJ
flr-348	249	29	develop	develop	VERB
flr-348	249	30	the	the	DET
flr-348	249	31	valuable	valuable	ADJ
flr-348	249	32	expertise	expertise	NOUN
flr-348	249	33	needed	need	VERB
flr-348	249	34	for	for	ADP
flr-348	249	35	early	early	ADJ
flr-348	249	36	career	career	NOUN
flr-348	249	37	researchers	researcher	NOUN
flr-348	249	38	to	to	PART
flr-348	249	39	contribute	contribute	VERB
flr-348	249	40	to	to	ADP
flr-348	249	41	the	the	DET
flr-348	249	42	growing	grow	VERB
flr-348	249	43	field	field	NOUN
flr-348	249	44	of	of	ADP
flr-348	249	45	learning	learn	VERB
flr-348	249	46	analytics	analytic	NOUN
flr-348	249	47	.	.	PUNCT
flr-348	250	1	keypoints	keypoint	NOUN
flr-348	250	2	early	early	ADJ
flr-348	250	3	career	career	NOUN
flr-348	250	4	researchers	researcher	NOUN
flr-348	250	5	in	in	ADP
flr-348	250	6	this	this	DET
flr-348	250	7	study	study	NOUN
flr-348	250	8	reflected	reflect	VERB
flr-348	250	9	positively	positively	ADV
flr-348	250	10	on	on	ADP
flr-348	250	11	using	use	VERB
flr-348	250	12	learning	learn	VERB
flr-348	250	13	analytics	analytic	NOUN
flr-348	250	14	in	in	ADP
flr-348	250	15	their	their	PRON
flr-348	250	16	research	research	NOUN
flr-348	250	17	to	to	PART
flr-348	250	18	support	support	VERB
flr-348	250	19	and	and	CCONJ
flr-348	250	20	understand	understand	VERB
flr-348	250	21	students	student	NOUN
flr-348	250	22	’	'	PUNCT
flr-348	250	23	learning	learn	VERB
flr-348	250	24	processes	process	VERB
flr-348	250	25	early	early	ADJ
flr-348	250	26	career	career	NOUN
flr-348	250	27	researchers	researcher	NOUN
flr-348	250	28	recognised	recognise	VERB
flr-348	250	29	a	a	DET
flr-348	250	30	variety	variety	NOUN
flr-348	250	31	of	of	ADP
flr-348	250	32	benefits	benefit	NOUN
flr-348	250	33	and	and	CCONJ
flr-348	250	34	challenges	challenge	NOUN
flr-348	250	35	of	of	ADP
flr-348	250	36	using	use	VERB
flr-348	250	37	learning	learn	VERB
flr-348	250	38	analytics	analytic	NOUN
flr-348	250	39	approaches	approach	NOUN
flr-348	250	40	in	in	ADP
flr-348	250	41	their	their	PRON
flr-348	250	42	research	research	NOUN
flr-348	250	43	,	,	PUNCT
flr-348	250	44	which	which	PRON
flr-348	250	45	were	be	AUX
flr-348	250	46	frequently	frequently	ADV
flr-348	250	47	in	in	ADP
flr-348	250	48	line	line	NOUN
flr-348	250	49	with	with	ADP
flr-348	250	50	the	the	DET
flr-348	250	51	theorisation	theorisation	NOUN
flr-348	250	52	of	of	ADP
flr-348	250	53	experts	expert	NOUN
flr-348	250	54	in	in	ADP
flr-348	250	55	the	the	DET
flr-348	250	56	field	field	NOUN
flr-348	250	57	most	most	ADV
flr-348	250	58	early	early	ADJ
flr-348	250	59	career	career	NOUN
flr-348	250	60	researchers	researcher	NOUN
flr-348	250	61	favoured	favour	VERB
flr-348	250	62	mixed	mixed	ADJ
flr-348	250	63	methods	method	NOUN
flr-348	250	64	approaches	approach	NOUN
flr-348	250	65	by	by	ADP
flr-348	250	66	combining	combine	VERB
flr-348	250	67	learning	learn	VERB
flr-348	250	68	analytics	analytic	NOUN
flr-348	250	69	data	datum	NOUN
flr-348	250	70	with	with	ADP
flr-348	250	71	other	other	ADJ
flr-348	250	72	quantitative	quantitative	ADJ
flr-348	250	73	and	and	CCONJ
flr-348	250	74	qualitative	qualitative	ADJ
flr-348	250	75	methods	method	NOUN
flr-348	250	76	early	early	ADV
flr-348	250	77	career	career	NOUN
flr-348	250	78	researchers	researcher	NOUN
flr-348	250	79	debated	debate	VERB
flr-348	250	80	the	the	DET
flr-348	250	81	role	role	NOUN
flr-348	250	82	of	of	ADP
flr-348	250	83	theory	theory	NOUN
flr-348	250	84	in	in	ADP
flr-348	250	85	learning	learn	VERB
flr-348	250	86	analytics	analytic	NOUN
flr-348	250	87	and	and	CCONJ
flr-348	250	88	,	,	PUNCT
flr-348	250	89	in	in	ADP
flr-348	250	90	particular	particular	ADJ
flr-348	250	91	,	,	PUNCT
flr-348	250	92	whether	whether	SCONJ
flr-348	250	93	data	datum	NOUN
flr-348	250	94	should	should	AUX
flr-348	250	95	support	support	VERB
flr-348	250	96	theory	theory	NOUN
flr-348	250	97	or	or	CCONJ
flr-348	250	98	theory	theory	NOUN
flr-348	250	99	should	should	AUX
flr-348	250	100	support	support	VERB
flr-348	250	101	data	datum	NOUN
flr-348	250	102	common	common	ADJ
flr-348	250	103	barriers	barrier	NOUN
flr-348	250	104	to	to	ADP
flr-348	250	105	using	use	VERB
flr-348	250	106	learning	learn	VERB
flr-348	250	107	analytics	analytic	NOUN
flr-348	250	108	for	for	ADP
flr-348	250	109	early	early	ADJ
flr-348	250	110	career	career	NOUN
flr-348	250	111	researchers	researcher	NOUN
flr-348	250	112	included	include	VERB
flr-348	250	113	access	access	NOUN
flr-348	250	114	to	to	ADP
flr-348	250	115	data	datum	NOUN
flr-348	250	116	,	,	PUNCT
flr-348	250	117	technical	technical	ADJ
flr-348	250	118	skills	skill	NOUN
flr-348	250	119	in	in	ADP
flr-348	250	120	processing	processing	NOUN
flr-348	250	121	and	and	CCONJ
flr-348	250	122	analysing	analyse	VERB
flr-348	250	123	data	datum	NOUN
flr-348	250	124	,	,	PUNCT
flr-348	250	125	and	and	CCONJ
flr-348	250	126	contextualising	contextualise	VERB
flr-348	250	127	findings	finding	NOUN
flr-348	250	128	to	to	ADP
flr-348	250	129	students	student	NOUN
flr-348	250	130	’	'	PUNCT
flr-348	250	131	lives	life	NOUN
flr-348	250	132	and	and	CCONJ
flr-348	250	133	experiences	experience	VERB
flr-348	250	134	references	reference	NOUN
flr-348	250	135	agudo	agudo	NOUN
flr-348	250	136	-	-	NOUN
flr-348	250	137	peregrina	peregrina	NOUN
flr-348	250	138	,	,	PUNCT
flr-348	250	139	á	á	PROPN
flr-348	250	140	.	.	PUNCT
flr-348	251	1	f.	f.	PROPN
flr-348	251	2	,	,	PUNCT
flr-348	251	3	iglesias	iglesias	PROPN
flr-348	251	4	-	-	PUNCT
flr-348	251	5	pradas	prada	NOUN
flr-348	251	6	,	,	PUNCT
flr-348	251	7	s.	s.	PROPN
flr-348	251	8	,	,	PUNCT
flr-348	251	9	conde	conde	PROPN
flr-348	251	10	-	-	PUNCT
flr-348	251	11	gonzález	gonzález	PROPN
flr-348	251	12	,	,	PUNCT
flr-348	251	13	m.	m.	NOUN
flr-348	251	14	á	á	PROPN
flr-348	251	15	.	.	PROPN
flr-348	251	16	,	,	PUNCT
flr-348	251	17	&	&	CCONJ
flr-348	251	18	hernández	hernández	PROPN
flr-348	251	19	-	-	PUNCT
flr-348	251	20	garcía	garcía	NOUN
flr-348	251	21	,	,	PUNCT
flr-348	251	22	á	á	X
flr-348	251	23	.	.	PUNCT
flr-348	251	24	(	(	PUNCT
flr-348	251	25	2014	2014	NUM
flr-348	251	26	)	)	PUNCT
flr-348	251	27	.	.	PUNCT
flr-348	252	1	can	can	AUX
flr-348	252	2	we	we	PRON
flr-348	252	3	predict	predict	VERB
flr-348	252	4	success	success	NOUN
flr-348	252	5	from	from	ADP
flr-348	252	6	log	log	NOUN
flr-348	252	7	data	datum	NOUN
flr-348	252	8	in	in	ADP
flr-348	252	9	vles	vle	NOUN
flr-348	252	10	?	?	PUNCT
flr-348	253	1	classification	classification	NOUN
flr-348	253	2	of	of	ADP
flr-348	253	3	interactions	interaction	NOUN
flr-348	253	4	for	for	ADP
flr-348	253	5	learning	learn	VERB
flr-348	253	6	analytics	analytic	NOUN
flr-348	253	7	and	and	CCONJ
flr-348	253	8	their	their	PRON
flr-348	253	9	relation	relation	NOUN
flr-348	253	10	with	with	ADP
flr-348	253	11	performance	performance	NOUN
flr-348	253	12	in	in	ADP
flr-348	253	13	vle	vle	NOUN
flr-348	253	14	-	-	PUNCT
flr-348	253	15	supported	support	VERB
flr-348	253	16	f2f	f2f	NOUN
flr-348	253	17	and	and	CCONJ
flr-348	253	18	online	online	ADJ
flr-348	253	19	learning	learning	NOUN
flr-348	253	20	.	.	PUNCT
flr-348	254	1	computers	computer	NOUN
flr-348	254	2	in	in	ADP
flr-348	254	3	human	human	ADJ
flr-348	254	4	behavior	behavior	NOUN
flr-348	254	5	,	,	PUNCT
flr-348	254	6	31	31	NUM
flr-348	254	7	,	,	PUNCT
flr-348	254	8	542	542	NUM
flr-348	254	9	-	-	SYM
flr-348	254	10	550	550	NUM
flr-348	254	11	.	.	PUNCT
flr-348	255	1	doi	doi	NOUN
flr-348	255	2	:	:	PUNCT
flr-348	255	3	10.1016	10.1016	NUM
flr-348	255	4	/	/	SYM
flr-348	255	5	j.chb.2013.05.031	j.chb.2013.05.031	PROPN
flr-348	255	6	boyd	boyd	PROPN
flr-348	255	7	,	,	PUNCT
flr-348	255	8	d.	d.	PROPN
flr-348	255	9	,	,	PUNCT
flr-348	255	10	&	&	CCONJ
flr-348	255	11	crawford	crawford	PROPN
flr-348	255	12	,	,	PUNCT
flr-348	255	13	k.	k.	PROPN
flr-348	255	14	(	(	PUNCT
flr-348	255	15	2012	2012	NUM
flr-348	255	16	)	)	PUNCT
flr-348	255	17	.	.	PUNCT
flr-348	256	1	critical	critical	ADJ
flr-348	256	2	questions	question	NOUN
flr-348	256	3	for	for	ADP
flr-348	256	4	big	big	ADJ
flr-348	256	5	data	datum	NOUN
flr-348	256	6	.	.	PUNCT
flr-348	257	1	information	information	NOUN
flr-348	257	2	,	,	PUNCT
flr-348	257	3	communication	communication	NOUN
flr-348	257	4	&	&	CCONJ
flr-348	257	5	society	society	NOUN
flr-348	257	6	,	,	PUNCT
flr-348	257	7	15(5	15(5	NUM
flr-348	257	8	)	)	PUNCT
flr-348	257	9	,	,	PUNCT
flr-348	257	10	662	662	NUM
flr-348	257	11	-	-	SYM
flr-348	257	12	679	679	NUM
flr-348	257	13	.	.	PUNCT
flr-348	258	1	doi	doi	NOUN
flr-348	258	2	:	:	PUNCT
flr-348	258	3	10.1080/1369118x.2012.678878	10.1080/1369118x.2012.678878	ADJ
flr-348	258	4	buckingham	buckingham	PROPN
flr-348	258	5	shum	shum	NOUN
flr-348	258	6	,	,	PUNCT
flr-348	258	7	s.	s.	PROPN
flr-348	258	8	,	,	PUNCT
flr-348	258	9	&	&	CCONJ
flr-348	258	10	deakin	deakin	PROPN
flr-348	258	11	crick	crick	PROPN
flr-348	258	12	,	,	PUNCT
flr-348	258	13	r.	r.	PROPN
flr-348	258	14	(	(	PUNCT
flr-348	258	15	2012	2012	NUM
flr-348	258	16	)	)	PUNCT
flr-348	258	17	.	.	PUNCT
flr-348	259	1	learning	learn	VERB
flr-348	259	2	dispositions	disposition	NOUN
flr-348	259	3	and	and	CCONJ
flr-348	259	4	transferable	transferable	ADJ
flr-348	259	5	competencies	competency	NOUN
flr-348	259	6	:	:	PUNCT
flr-348	259	7	pedagogy	pedagogy	NOUN
flr-348	259	8	,	,	PUNCT
flr-348	259	9	modelling	modelling	NOUN
flr-348	259	10	and	and	CCONJ
flr-348	259	11	learning	learn	VERB
flr-348	259	12	analytics	analytic	NOUN
flr-348	259	13	.	.	PUNCT
flr-348	260	1	paper	paper	NOUN
flr-348	260	2	presented	present	VERB
flr-348	260	3	at	at	ADP
flr-348	260	4	the	the	DET
flr-348	260	5	learning	learning	NOUN
flr-348	260	6	analytics	analytic	NOUN
flr-348	260	7	and	and	CCONJ
flr-348	260	8	knowledge	knowledge	NOUN
flr-348	260	9	(	(	PUNCT
flr-348	260	10	lak	lak	PROPN
flr-348	260	11	)	)	PUNCT
flr-348	260	12	,	,	PUNCT
flr-348	260	13	vancouver	vancouver	PROPN
flr-348	260	14	,	,	PUNCT
flr-348	260	15	canada	canada	PROPN
flr-348	260	16	.	.	PUNCT
flr-348	261	1	buckingham	buckingham	PROPN
flr-348	261	2	shum	shum	PROPN
flr-348	261	3	,	,	PUNCT
flr-348	261	4	s.	s.	PROPN
flr-348	261	5	,	,	PUNCT
flr-348	261	6	hawksey	hawksey	NOUN
flr-348	261	7	,	,	PUNCT
flr-348	261	8	m.	m.	NOUN
flr-348	261	9	,	,	PUNCT
flr-348	261	10	baker	baker	PROPN
flr-348	261	11	,	,	PUNCT
flr-348	261	12	r.	r.	PROPN
flr-348	261	13	,	,	PUNCT
flr-348	261	14	jeffery	jeffery	PROPN
flr-348	261	15	,	,	PUNCT
flr-348	261	16	n.	n.	PROPN
flr-348	261	17	,	,	PUNCT
flr-348	261	18	behrens	behrens	PROPN
flr-348	261	19	,	,	PUNCT
flr-348	261	20	j.	j.	PROPN
flr-348	261	21	t.	t.	PROPN
flr-348	261	22	,	,	PUNCT
flr-348	261	23	&	&	CCONJ
flr-348	261	24	pea	pea	NOUN
flr-348	261	25	,	,	PUNCT
flr-348	261	26	r.	r.	PROPN
flr-348	261	27	(	(	PUNCT
flr-348	261	28	2013	2013	NUM
flr-348	261	29	)	)	PUNCT
flr-348	261	30	.	.	PUNCT
flr-348	262	1	educational	educational	ADJ
flr-348	262	2	data	datum	NOUN
flr-348	262	3	scientists	scientist	NOUN
flr-348	262	4	:	:	PUNCT
flr-348	262	5	a	a	DET
flr-348	262	6	scarce	scarce	ADJ
flr-348	262	7	breed	breed	NOUN
flr-348	262	8	.	.	PUNCT
flr-348	263	1	paper	paper	NOUN
flr-348	263	2	presented	present	VERB
flr-348	263	3	at	at	ADP
flr-348	263	4	the	the	DET
flr-348	263	5	learning	learning	NOUN
flr-348	263	6	analytics	analytic	NOUN
flr-348	263	7	and	and	CCONJ
flr-348	263	8	knowledge	knowledge	NOUN
flr-348	263	9	(	(	PUNCT
flr-348	263	10	lak	lak	PROPN
flr-348	263	11	)	)	PUNCT
flr-348	263	12	,	,	PUNCT
flr-348	263	13	leuven	leuven	PROPN
flr-348	263	14	,	,	PUNCT
flr-348	263	15	belgium	belgium	PROPN
flr-348	263	16	.	.	PUNCT
flr-348	264	1	charleer	charleer	PROPN
flr-348	264	2	,	,	PUNCT
flr-348	264	3	s.	s.	PROPN
flr-348	264	4	,	,	PUNCT
flr-348	264	5	klerkx	klerkx	PROPN
flr-348	264	6	,	,	PUNCT
flr-348	264	7	j.	j.	PROPN
flr-348	264	8	,	,	PUNCT
flr-348	264	9	duval	duval	PROPN
flr-348	264	10	,	,	PUNCT
flr-348	264	11	e.	e.	PROPN
flr-348	264	12	,	,	PUNCT
flr-348	264	13	de	de	X
flr-348	264	14	laet	laet	X
flr-348	264	15	,	,	PUNCT
flr-348	264	16	t.	t.	PROPN
flr-348	264	17	,	,	PUNCT
flr-348	264	18	&	&	CCONJ
flr-348	264	19	verbert	verbert	PROPN
flr-348	264	20	,	,	PUNCT
flr-348	264	21	k.	k.	PROPN
flr-348	264	22	(	(	PUNCT
flr-348	264	23	2016	2016	NUM
flr-348	264	24	)	)	PUNCT
flr-348	264	25	.	.	PUNCT
flr-348	265	1	creating	create	VERB
flr-348	265	2	effective	effective	ADJ
flr-348	265	3	learning	learning	NOUN
flr-348	265	4	analytics	analytic	NOUN
flr-348	265	5	dashboards	dashboard	NOUN
flr-348	265	6	:	:	PUNCT
flr-348	265	7	lessons	lesson	NOUN
flr-348	265	8	learnt	learn	VERB
flr-348	265	9	.	.	PUNCT
flr-348	266	1	paper	paper	NOUN
flr-348	266	2	presented	present	VERB
flr-348	266	3	at	at	ADP
flr-348	266	4	the	the	DET
flr-348	266	5	european	european	PROPN
flr-348	266	6	conference	conference	PROPN
flr-348	266	7	on	on	ADP
flr-348	266	8	technology	technology	NOUN
flr-348	266	9	enhanced	enhanced	ADJ
flr-348	266	10	learning	learning	NOUN
flr-348	266	11	(	(	PUNCT
flr-348	266	12	ec	ec	PROPN
flr-348	266	13	-	-	PUNCT
flr-348	266	14	tel	tel	PROPN
flr-348	266	15	)	)	PUNCT
flr-348	266	16	lyon	lyon	PROPN
flr-348	266	17	,	,	PUNCT
flr-348	266	18	france	france	PROPN
flr-348	266	19	.	.	PUNCT
flr-348	267	1	chatti	chatti	PROPN
flr-348	267	2	,	,	PUNCT
flr-348	267	3	m.	m.	NOUN
flr-348	267	4	a.	a.	PROPN
flr-348	267	5	,	,	PUNCT
flr-348	267	6	dyckhoff	dyckhoff	PROPN
flr-348	267	7	,	,	PUNCT
flr-348	267	8	a.	a.	PROPN
flr-348	267	9	l.	l.	PROPN
flr-348	267	10	,	,	PUNCT
flr-348	267	11	schroeder	schroeder	PROPN
flr-348	267	12	,	,	PUNCT
flr-348	267	13	u.	u.	PROPN
flr-348	267	14	,	,	PUNCT
flr-348	267	15	&	&	CCONJ
flr-348	267	16	thüs	thüs	PROPN
flr-348	267	17	,	,	PUNCT
flr-348	267	18	h.	h.	PROPN
flr-348	267	19	(	(	PUNCT
flr-348	267	20	2012	2012	NUM
flr-348	267	21	)	)	PUNCT
flr-348	267	22	.	.	PUNCT
flr-348	268	1	a	a	DET
flr-348	268	2	reference	reference	NOUN
flr-348	268	3	model	model	NOUN
flr-348	268	4	for	for	ADP
flr-348	268	5	learning	learn	VERB
flr-348	268	6	analytics	analytic	NOUN
flr-348	268	7	.	.	PUNCT
flr-348	269	1	international	international	ADJ
flr-348	269	2	journal	journal	PROPN
flr-348	269	3	of	of	ADP
flr-348	269	4	technology	technology	NOUN
flr-348	269	5	enhanced	enhanced	ADJ
flr-348	269	6	learning	learning	NOUN
flr-348	269	7	,	,	PUNCT
flr-348	269	8	4(5	4(5	PROPN
flr-348	269	9	-	-	PUNCT
flr-348	269	10	6	6	NUM
flr-348	269	11	)	)	PUNCT
flr-348	269	12	,	,	PUNCT
flr-348	269	13	318	318	NUM
flr-348	269	14	-	-	SYM
flr-348	269	15	331	331	NUM
flr-348	269	16	.	.	PUNCT
flr-348	270	1	doi	doi	NOUN
flr-348	270	2	:	:	PUNCT
flr-348	270	3	10.1504	10.1504	NUM
flr-348	270	4	/	/	SYM
flr-348	270	5	ijtel.2012.051815	ijtel.2012.051815	PROPN
flr-348	270	6	creswell	creswell	PROPN
flr-348	270	7	,	,	PUNCT
flr-348	270	8	j.	j.	PROPN
flr-348	270	9	w.	w.	PROPN
flr-348	270	10	,	,	PUNCT
flr-348	270	11	&	&	CCONJ
flr-348	270	12	miller	miller	PROPN
flr-348	270	13	,	,	PUNCT
flr-348	270	14	d.	d.	PROPN
flr-348	270	15	l.	l.	PROPN
flr-348	270	16	(	(	PUNCT
flr-348	270	17	2000	2000	NUM
flr-348	270	18	)	)	PUNCT
flr-348	270	19	.	.	PUNCT
flr-348	271	1	determining	determine	VERB
flr-348	271	2	validity	validity	NOUN
flr-348	271	3	in	in	ADP
flr-348	271	4	qualitative	qualitative	ADJ
flr-348	271	5	inquiry	inquiry	NOUN
flr-348	271	6	.	.	PUNCT
flr-348	272	1	theory	theory	NOUN
flr-348	272	2	into	into	ADP
flr-348	272	3	practice	practice	NOUN
flr-348	272	4	,	,	PUNCT
flr-348	272	5	39(3	39(3	NUM
flr-348	272	6	)	)	PUNCT
flr-348	272	7	,	,	PUNCT
flr-348	272	8	124	124	NUM
flr-348	272	9	-	-	SYM
flr-348	272	10	130	130	NUM
flr-348	272	11	.	.	PUNCT
flr-348	273	1	doi	doi	NOUN
flr-348	273	2	:	:	PUNCT
flr-348	273	3	10.1207	10.1207	NUM
flr-348	273	4	/	/	SYM
flr-348	273	5	s15430421tip3903_2	s15430421tip3903_2	PRON
flr-348	273	6	dalziel	dalziel	PROPN
flr-348	273	7	,	,	PUNCT
flr-348	273	8	j.	j.	PROPN
flr-348	273	9	(	(	PUNCT
flr-348	273	10	2016	2016	NUM
flr-348	273	11	)	)	PUNCT
flr-348	273	12	.	.	PUNCT
flr-348	274	1	learning	learn	VERB
flr-348	274	2	design	design	NOUN
flr-348	274	3	:	:	PUNCT
flr-348	274	4	conceptualizing	conceptualize	VERB
flr-348	274	5	a	a	DET
flr-348	274	6	framework	framework	NOUN
flr-348	274	7	for	for	ADP
flr-348	274	8	teaching	teaching	NOUN
flr-348	274	9	and	and	CCONJ
flr-348	274	10	learning	learn	VERB
flr-348	274	11	online	online	ADV
flr-348	274	12	.	.	PUNCT
flr-348	275	1	london	london	PROPN
flr-348	275	2	,	,	PUNCT
flr-348	275	3	uk	uk	PROPN
flr-348	275	4	:	:	PUNCT
flr-348	275	5	routledge	routledge	PROPN
flr-348	275	6	.	.	PUNCT
flr-348	276	1	dawson	dawson	PROPN
flr-348	276	2	,	,	PUNCT
flr-348	276	3	s.	s.	PROPN
flr-348	276	4	,	,	PUNCT
flr-348	276	5	gasevic	gasevic	PROPN
flr-348	276	6	,	,	PUNCT
flr-348	276	7	d.	d.	PROPN
flr-348	276	8	,	,	PUNCT
flr-348	276	9	siemens	siemens	PROPN
flr-348	276	10	,	,	PUNCT
flr-348	276	11	g.	g.	PROPN
flr-348	276	12	,	,	PUNCT
flr-348	276	13	&	&	CCONJ
flr-348	276	14	joksimovic	joksimovic	PROPN
flr-348	276	15	,	,	PUNCT
flr-348	276	16	s.	s.	PROPN
flr-348	276	17	(	(	PUNCT
flr-348	276	18	2014	2014	NUM
flr-348	276	19	)	)	PUNCT
flr-348	276	20	.	.	PUNCT
flr-348	277	1	current	current	ADJ
flr-348	277	2	state	state	NOUN
flr-348	277	3	and	and	CCONJ
flr-348	277	4	future	future	ADJ
flr-348	277	5	trends	trend	NOUN
flr-348	277	6	:	:	PUNCT
flr-348	277	7	a	a	DET
flr-348	277	8	citation	citation	NOUN
flr-348	277	9	network	network	NOUN
flr-348	277	10	analysis	analysis	NOUN
flr-348	277	11	of	of	ADP
flr-348	277	12	the	the	DET
flr-348	277	13	learning	learn	VERB
flr-348	277	14	analytics	analytic	NOUN
flr-348	277	15	field	field	NOUN
flr-348	277	16	.	.	PUNCT
flr-348	278	1	paper	paper	NOUN
flr-348	278	2	presented	present	VERB
flr-348	278	3	at	at	ADP
flr-348	278	4	the	the	DET
flr-348	278	5	proceedings	proceeding	NOUN
flr-348	278	6	of	of	ADP
flr-348	278	7	the	the	DET
flr-348	278	8	fourth	fourth	ADJ
flr-348	278	9	international	international	ADJ
flr-348	278	10	conference	conference	NOUN
flr-348	278	11	on	on	ADP
flr-348	278	12	learning	learn	VERB
flr-348	278	13	analytics	analytic	NOUN
flr-348	278	14	and	and	CCONJ
flr-348	278	15	knowledge	knowledge	NOUN
flr-348	278	16	,	,	PUNCT
flr-348	278	17	indianapolis	indianapolis	PROPN
flr-348	278	18	,	,	PUNCT
flr-348	278	19	indiana	indiana	PROPN
flr-348	278	20	,	,	PUNCT
flr-348	278	21	usa	usa	PROPN
flr-348	278	22	.	.	PROPN
flr-348	278	23	dawson	dawson	PROPN
flr-348	278	24	,	,	PUNCT
flr-348	278	25	s.	s.	PROPN
flr-348	278	26	,	,	PUNCT
flr-348	278	27	&	&	CCONJ
flr-348	278	28	siemens	siemens	PROPN
flr-348	278	29	,	,	PUNCT
flr-348	278	30	g.	g.	PROPN
flr-348	278	31	(	(	PUNCT
flr-348	278	32	2014	2014	NUM
flr-348	278	33	)	)	PUNCT
flr-348	278	34	.	.	PUNCT
flr-348	279	1	analytics	analytic	NOUN
flr-348	279	2	to	to	ADP
flr-348	279	3	literacies	literacy	NOUN
flr-348	279	4	:	:	PUNCT
flr-348	279	5	the	the	DET
flr-348	279	6	development	development	NOUN
flr-348	279	7	of	of	ADP
flr-348	279	8	a	a	DET
flr-348	279	9	learning	learn	VERB
flr-348	279	10	analytics	analytic	NOUN
flr-348	279	11	framework	framework	NOUN
flr-348	279	12	for	for	ADP
flr-348	279	13	multiliteracies	multiliteracie	NOUN
flr-348	279	14	assessment	assessment	NOUN
flr-348	279	15	.	.	PUNCT
flr-348	280	1	international	international	ADJ
flr-348	280	2	review	review	NOUN
flr-348	280	3	of	of	ADP
flr-348	280	4	research	research	NOUN
flr-348	280	5	in	in	ADP
flr-348	280	6	open	open	ADJ
flr-348	280	7	and	and	CCONJ
flr-348	280	8	distributed	distributed	ADJ
flr-348	280	9	learning	learning	NOUN
flr-348	280	10	,	,	PUNCT
flr-348	280	11	15	15	NUM
flr-348	280	12	(	(	PUNCT
flr-348	280	13	4	4	NUM
flr-348	280	14	)	)	PUNCT
flr-348	280	15	.	.	PUNCT
flr-348	281	1	doi	doi	NOUN
flr-348	281	2	:	:	PUNCT
flr-348	281	3	10.19173	10.19173	NUM
flr-348	281	4	/	/	SYM
flr-348	281	5	irrodl.v15i4.1878	irrodl.v15i4.1878	ADJ
flr-348	281	6	drachsler	drachsler	NOUN
flr-348	281	7	,	,	PUNCT
flr-348	281	8	h.	h.	PROPN
flr-348	281	9	,	,	PUNCT
flr-348	281	10	&	&	CCONJ
flr-348	281	11	greller	greller	NOUN
flr-348	281	12	,	,	PUNCT
flr-348	281	13	w.	w.	PROPN
flr-348	281	14	(	(	PUNCT
flr-348	281	15	2016	2016	NUM
flr-348	281	16	)	)	PUNCT
flr-348	281	17	.	.	PUNCT
flr-348	282	1	privacy	privacy	NOUN
flr-348	282	2	and	and	CCONJ
flr-348	282	3	analytics	analytic	NOUN
flr-348	282	4	:	:	PUNCT
flr-348	282	5	it	it	PRON
flr-348	282	6	's	be	AUX
flr-348	282	7	a	a	DET
flr-348	282	8	delicate	delicate	ADJ
flr-348	282	9	issue	issue	NOUN
flr-348	282	10	a	a	DET
flr-348	282	11	checklist	checklist	NOUN
flr-348	282	12	for	for	ADP
flr-348	282	13	trusted	trust	VERB
flr-348	282	14	learning	learning	NOUN
flr-348	282	15	analytics	analytic	NOUN
flr-348	282	16	.	.	PUNCT
flr-348	283	1	paper	paper	NOUN
flr-348	283	2	presented	present	VERB
flr-348	283	3	at	at	ADP
flr-348	283	4	the	the	DET
flr-348	283	5	learning	learning	NOUN
flr-348	283	6	analytics	analytic	NOUN
flr-348	283	7	and	and	CCONJ
flr-348	283	8	knowledge	knowledge	NOUN
flr-348	283	9	(	(	PUNCT
flr-348	283	10	lak	lak	PROPN
flr-348	283	11	)	)	PUNCT
flr-348	283	12	,	,	PUNCT
flr-348	283	13	edinburgh	edinburgh	PROPN
flr-348	283	14	,	,	PUNCT
flr-348	283	15	united	united	PROPN
flr-348	283	16	kingdom	kingdom	PROPN
flr-348	283	17	.	.	PUNCT
flr-348	284	1	ferguson	ferguson	PROPN
flr-348	284	2	,	,	PUNCT
flr-348	284	3	r.	r.	PROPN
flr-348	284	4	,	,	PUNCT
flr-348	284	5	brasher	brash	ADJ
flr-348	284	6	,	,	PUNCT
flr-348	284	7	a.	a.	PROPN
flr-348	284	8	,	,	PUNCT
flr-348	284	9	cooper	cooper	PROPN
flr-348	284	10	,	,	PUNCT
flr-348	284	11	a.	a.	NOUN
flr-348	284	12	,	,	PUNCT
flr-348	284	13	hillaire	hillaire	NOUN
flr-348	284	14	,	,	PUNCT
flr-348	284	15	g.	g.	PROPN
flr-348	284	16	,	,	PUNCT
flr-348	284	17	mittelmeier	mittelmeier	NOUN
flr-348	284	18	,	,	PUNCT
flr-348	284	19	j.	j.	PROPN
flr-348	284	20	,	,	PUNCT
flr-348	284	21	rienties	rientie	NOUN
flr-348	284	22	,	,	PUNCT
flr-348	284	23	b.	b.	PROPN
flr-348	284	24	,	,	PUNCT
flr-348	284	25	.	.	PUNCT
flr-348	284	26	.	.	PUNCT
flr-348	284	27	.	.	PUNCT
flr-348	285	1	vuorikari	vuorikari	PROPN
flr-348	285	2	,	,	PUNCT
flr-348	285	3	r.	r.	PROPN
flr-348	285	4	(	(	PUNCT
flr-348	285	5	2016	2016	NUM
flr-348	285	6	)	)	PUNCT
flr-348	285	7	.	.	PUNCT
flr-348	286	1	research	research	NOUN
flr-348	286	2	evidence	evidence	NOUN
flr-348	286	3	of	of	ADP
flr-348	286	4	the	the	DET
flr-348	286	5	use	use	NOUN
flr-348	286	6	of	of	ADP
flr-348	286	7	learning	learn	VERB
flr-348	286	8	analytics	analytic	NOUN
flr-348	286	9	:	:	PUNCT
flr-348	286	10	implications	implication	NOUN
flr-348	286	11	for	for	ADP
flr-348	286	12	education	education	NOUN
flr-348	286	13	policy	policy	NOUN
flr-348	286	14	.	.	PUNCT
flr-348	287	1	in	in	ADP
flr-348	287	2	r.	r.	PROPN
flr-348	287	3	vuorikari	vuorikari	PROPN
flr-348	287	4	&	&	CCONJ
flr-348	287	5	j.	j.	PROPN
flr-348	287	6	castano	castano	PROPN
flr-348	287	7	-	-	PUNCT
flr-348	287	8	munoz	munoz	PROPN
flr-348	287	9	(	(	PUNCT
flr-348	287	10	eds	ed	NOUN
flr-348	287	11	.	.	PUNCT
flr-348	287	12	)	)	PUNCT
flr-348	287	13	,	,	PUNCT
flr-348	287	14	a	a	DET
flr-348	287	15	european	european	ADJ
flr-348	287	16	framework	framework	NOUN
flr-348	287	17	for	for	ADP
flr-348	287	18	action	action	NOUN
flr-348	287	19	on	on	ADP
flr-348	287	20	learning	learn	VERB
flr-348	287	21	analytics	analytic	NOUN
flr-348	287	22	.	.	PUNCT
flr-348	288	1	luxembourg	luxembourg	PROPN
flr-348	288	2	:	:	PUNCT
flr-348	288	3	joint	joint	ADJ
flr-348	288	4	research	research	NOUN
flr-348	288	5	centre	centre	NOUN
flr-348	288	6	science	science	NOUN
flr-348	288	7	for	for	ADP
flr-348	288	8	policy	policy	NOUN
flr-348	288	9	report	report	NOUN
flr-348	288	10	.	.	PUNCT
flr-348	289	1	ferguson	ferguson	PROPN
flr-348	289	2	,	,	PUNCT
flr-348	289	3	r.	r.	PROPN
flr-348	289	4	,	,	PUNCT
flr-348	289	5	clow	clow	PROPN
flr-348	289	6	,	,	PUNCT
flr-348	289	7	d.	d.	PROPN
flr-348	289	8	,	,	PUNCT
flr-348	289	9	macfadyen	macfadyen	NOUN
flr-348	289	10	,	,	PUNCT
flr-348	289	11	l.	l.	PROPN
flr-348	289	12	,	,	PUNCT
flr-348	289	13	essa	essa	PROPN
flr-348	289	14	,	,	PUNCT
flr-348	289	15	a.	a.	PROPN
flr-348	289	16	,	,	PUNCT
flr-348	289	17	dawson	dawson	PROPN
flr-348	289	18	,	,	PUNCT
flr-348	289	19	s.	s.	PROPN
flr-348	289	20	,	,	PUNCT
flr-348	289	21	&	&	CCONJ
flr-348	289	22	alexander	alexander	PROPN
flr-348	289	23	,	,	PUNCT
flr-348	289	24	s.	s.	PROPN
flr-348	289	25	(	(	PUNCT
flr-348	289	26	2014	2014	NUM
flr-348	289	27	)	)	PUNCT
flr-348	289	28	.	.	PUNCT
flr-348	290	1	setting	set	VERB
flr-348	290	2	learning	learn	VERB
flr-348	290	3	analytics	analytic	NOUN
flr-348	290	4	in	in	ADP
flr-348	290	5	context	context	NOUN
flr-348	290	6	:	:	PUNCT
flr-348	290	7	overcoming	overcome	VERB
flr-348	290	8	the	the	DET
flr-348	290	9	barriers	barrier	NOUN
flr-348	290	10	to	to	ADP
flr-348	290	11	large	large	ADJ
flr-348	290	12	-	-	PUNCT
flr-348	290	13	scale	scale	NOUN
flr-348	290	14	adoption	adoption	NOUN
flr-348	290	15	.	.	PUNCT
flr-348	291	1	paper	paper	NOUN
flr-348	291	2	presented	present	VERB
flr-348	291	3	at	at	ADP
flr-348	291	4	the	the	DET
flr-348	291	5	learning	learning	NOUN
flr-348	291	6	analytics	analytic	NOUN
flr-348	291	7	and	and	CCONJ
flr-348	291	8	knowledge	knowledge	NOUN
flr-348	291	9	(	(	PUNCT
flr-348	291	10	lak	lak	PROPN
flr-348	291	11	)	)	PUNCT
flr-348	291	12	,	,	PUNCT
flr-348	291	13	indianapolis	indianapolis	PROPN
flr-348	291	14	,	,	PUNCT
flr-348	291	15	indiana	indiana	PROPN
flr-348	291	16	,	,	PUNCT
flr-348	291	17	usa	usa	PROPN
flr-348	291	18	.	.	PROPN
flr-348	291	19	garcía	garcía	PROPN
flr-348	291	20	,	,	PUNCT
flr-348	291	21	r.	r.	PROPN
flr-348	291	22	m.	m.	PROPN
flr-348	291	23	c.	c.	PROPN
flr-348	291	24	,	,	PUNCT
flr-348	291	25	pardo	pardo	PROPN
flr-348	291	26	,	,	PUNCT
flr-348	291	27	a.	a.	PROPN
flr-348	291	28	,	,	PUNCT
flr-348	291	29	kloos	kloos	PROPN
flr-348	291	30	,	,	PUNCT
flr-348	291	31	c.	c.	PROPN
flr-348	291	32	d.	d.	PROPN
flr-348	291	33	,	,	PUNCT
flr-348	291	34	niemann	niemann	PROPN
flr-348	291	35	,	,	PUNCT
flr-348	291	36	k.	k.	PROPN
flr-348	291	37	,	,	PUNCT
flr-348	291	38	scheffel	scheffel	ADJ
flr-348	291	39	,	,	PUNCT
flr-348	291	40	m.	m.	NOUN
flr-348	291	41	,	,	PUNCT
flr-348	291	42	&	&	CCONJ
flr-348	291	43	wolpers	wolper	NOUN
flr-348	291	44	,	,	PUNCT
flr-348	291	45	m.	m.	NOUN
flr-348	291	46	(	(	PUNCT
flr-348	291	47	2012	2012	NUM
flr-348	291	48	)	)	PUNCT
flr-348	291	49	.	.	PUNCT
flr-348	292	1	peeking	peek	VERB
flr-348	292	2	into	into	ADP
flr-348	292	3	the	the	DET
flr-348	292	4	black	black	ADJ
flr-348	292	5	box	box	NOUN
flr-348	292	6	:	:	PUNCT
flr-348	292	7	visualising	visualise	VERB
flr-348	292	8	learning	learning	NOUN
flr-348	292	9	activities	activity	NOUN
flr-348	292	10	.	.	PUNCT
flr-348	293	1	international	international	ADJ
flr-348	293	2	journal	journal	PROPN
flr-348	293	3	of	of	ADP
flr-348	293	4	technology	technology	NOUN
flr-348	293	5	enhanced	enhanced	ADJ
flr-348	293	6	learning	learning	NOUN
flr-348	293	7	,	,	PUNCT
flr-348	293	8	4(1	4(1	NOUN
flr-348	293	9	-	-	SYM
flr-348	293	10	2	2	NUM
flr-348	293	11	)	)	PUNCT
flr-348	293	12	,	,	PUNCT
flr-348	293	13	99	99	NUM
flr-348	293	14	-	-	SYM
flr-348	293	15	120	120	NUM
flr-348	293	16	.	.	PUNCT
flr-348	294	1	doi	doi	NOUN
flr-348	294	2	:	:	PUNCT
flr-348	294	3	10.1504	10.1504	NUM
flr-348	294	4	/	/	SYM
flr-348	294	5	ijtel.2012.048313	ijtel.2012.048313	PROPN
flr-348	294	6	gašević	gašević	NOUN
flr-348	294	7	,	,	PUNCT
flr-348	294	8	d.	d.	PROPN
flr-348	294	9	,	,	PUNCT
flr-348	294	10	dawson	dawson	PROPN
flr-348	294	11	,	,	PUNCT
flr-348	294	12	s.	s.	PROPN
flr-348	294	13	,	,	PUNCT
flr-348	294	14	&	&	CCONJ
flr-348	294	15	jovanovic	jovanovic	PROPN
flr-348	294	16	,	,	PUNCT
flr-348	294	17	j.	j.	PROPN
flr-348	294	18	(	(	PUNCT
flr-348	294	19	2016	2016	NUM
flr-348	294	20	)	)	PUNCT
flr-348	294	21	.	.	PUNCT
flr-348	295	1	ethics	ethic	NOUN
flr-348	295	2	and	and	CCONJ
flr-348	295	3	privacy	privacy	NOUN
flr-348	295	4	as	as	ADP
flr-348	295	5	enablers	enabler	NOUN
flr-348	295	6	of	of	ADP
flr-348	295	7	learning	learn	VERB
flr-348	295	8	analytics	analytic	NOUN
flr-348	295	9	.	.	PUNCT
flr-348	296	1	journal	journal	NOUN
flr-348	296	2	of	of	ADP
flr-348	296	3	learning	learn	VERB
flr-348	296	4	analytics	analytic	NOUN
flr-348	296	5	,	,	PUNCT
flr-348	296	6	3	3	NUM
flr-348	296	7	(	(	PUNCT
flr-348	296	8	1	1	NUM
flr-348	296	9	)	)	PUNCT
flr-348	296	10	,	,	PUNCT
flr-348	296	11	4	4	X
flr-348	296	12	.	.	X
flr-348	296	13	doi	doi	NOUN
flr-348	296	14	:	:	PUNCT
flr-348	296	15	10.18608	10.18608	NUM
flr-348	296	16	/	/	SYM
flr-348	296	17	jla.2016.31.1	jla.2016.31.1	PROPN
flr-348	296	18	gašević	gašević	PROPN
flr-348	296	19	,	,	PUNCT
flr-348	296	20	d.	d.	PROPN
flr-348	296	21	,	,	PUNCT
flr-348	296	22	dawson	dawson	PROPN
flr-348	296	23	,	,	PUNCT
flr-348	296	24	s.	s.	PROPN
flr-348	296	25	,	,	PUNCT
flr-348	296	26	&	&	CCONJ
flr-348	296	27	siemens	siemens	PROPN
flr-348	296	28	,	,	PUNCT
flr-348	296	29	g.	g.	PROPN
flr-348	296	30	(	(	PUNCT
flr-348	296	31	2015	2015	NUM
flr-348	296	32	)	)	PUNCT
flr-348	296	33	.	.	PUNCT
flr-348	297	1	let	let	VERB
flr-348	297	2	’s	’s	PRON
flr-348	297	3	not	not	PART
flr-348	297	4	forget	forget	VERB
flr-348	297	5	:	:	PUNCT
flr-348	297	6	learning	learn	VERB
flr-348	297	7	analytics	analytic	NOUN
flr-348	297	8	are	be	AUX
flr-348	297	9	about	about	ADP
flr-348	297	10	learning	learn	VERB
flr-348	297	11	.	.	PUNCT
flr-348	298	1	techtrends	techtrend	NOUN
flr-348	298	2	,	,	PUNCT
flr-348	298	3	59(1	59(1	NUM
flr-348	298	4	)	)	PUNCT
flr-348	298	5	,	,	PUNCT
flr-348	298	6	64	64	NUM
flr-348	298	7	-	-	SYM
flr-348	298	8	71	71	NUM
flr-348	298	9	.	.	PUNCT
flr-348	299	1	doi	doi	NOUN
flr-348	299	2	:	:	PUNCT
flr-348	299	3	10.1007	10.1007	NUM
flr-348	299	4	/	/	SYM
flr-348	299	5	s11528	s11528	NUM
flr-348	299	6	-	-	PUNCT
flr-348	299	7	014	014	NUM
flr-348	299	8	-	-	PUNCT
flr-348	299	9	0822	0822	NUM
flr-348	299	10	-	-	PUNCT
flr-348	299	11	x	x	NOUN
flr-348	299	12	ifenthaler	ifenthaler	NOUN
flr-348	299	13	,	,	PUNCT
flr-348	299	14	d.	d.	PROPN
flr-348	299	15	,	,	PUNCT
flr-348	299	16	&	&	CCONJ
flr-348	299	17	widanapathirana	widanapathirana	PROPN
flr-348	299	18	,	,	PUNCT
flr-348	299	19	c.	c.	PROPN
flr-348	299	20	(	(	PUNCT
flr-348	299	21	2014	2014	NUM
flr-348	299	22	)	)	PUNCT
flr-348	299	23	.	.	PUNCT
flr-348	300	1	development	development	NOUN
flr-348	300	2	and	and	CCONJ
flr-348	300	3	validation	validation	NOUN
flr-348	300	4	of	of	ADP
flr-348	300	5	a	a	DET
flr-348	300	6	learning	learn	VERB
flr-348	300	7	analytics	analytic	NOUN
flr-348	300	8	framework	framework	NOUN
flr-348	300	9	:	:	PUNCT
flr-348	300	10	two	two	NUM
flr-348	300	11	case	case	NOUN
flr-348	300	12	studies	study	NOUN
flr-348	300	13	using	use	VERB
flr-348	300	14	support	support	NOUN
flr-348	300	15	vector	vector	NOUN
flr-348	300	16	machines	machine	NOUN
flr-348	300	17	.	.	PUNCT
flr-348	301	1	technology	technology	NOUN
flr-348	301	2	,	,	PUNCT
flr-348	301	3	knowledge	knowledge	NOUN
flr-348	301	4	and	and	CCONJ
flr-348	301	5	learning	learning	NOUN
flr-348	301	6	,	,	PUNCT
flr-348	301	7	19	19	NUM
flr-348	301	8	(	(	PUNCT
flr-348	301	9	1	1	NUM
flr-348	301	10	)	)	PUNCT
flr-348	301	11	,	,	PUNCT
flr-348	301	12	221	221	NUM
flr-348	301	13	-	-	SYM
flr-348	301	14	240	240	NUM
flr-348	301	15	.	.	PUNCT
flr-348	302	1	doi	doi	NOUN
flr-348	302	2	:	:	PUNCT
flr-348	302	3	10.1007	10.1007	NUM
flr-348	302	4	/	/	SYM
flr-348	302	5	s10758	s10758	NOUN
flr-348	302	6	-	-	PUNCT
flr-348	302	7	014	014	NUM
flr-348	302	8	-	-	PUNCT
flr-348	302	9	9226	9226	NUM
flr-348	302	10	-	-	PUNCT
flr-348	302	11	4	4	NUM
flr-348	302	12	kirschner	kirschner	NOUN
flr-348	302	13	,	,	PUNCT
flr-348	302	14	p.	p.	NOUN
flr-348	302	15	(	(	PUNCT
flr-348	302	16	2016	2016	NUM
flr-348	302	17	)	)	PUNCT
flr-348	302	18	.	.	PUNCT
flr-348	303	1	learning	learn	VERB
flr-348	303	2	analytics	analytic	NOUN
flr-348	303	3	:	:	PUNCT
flr-348	303	4	utopia	utopia	NOUN
flr-348	303	5	or	or	CCONJ
flr-348	303	6	dystopia	dystopia	NOUN
flr-348	303	7	paper	paper	NOUN
flr-348	303	8	presented	present	VERB
flr-348	303	9	at	at	ADP
flr-348	303	10	the	the	DET
flr-348	303	11	learning	learning	NOUN
flr-348	303	12	analytics	analytic	NOUN
flr-348	303	13	and	and	CCONJ
flr-348	303	14	knowledge	knowledge	NOUN
flr-348	303	15	(	(	PUNCT
flr-348	303	16	lak	lak	PROPN
flr-348	303	17	)	)	PUNCT
flr-348	303	18	keynote	keynote	NOUN
flr-348	303	19	.	.	PUNCT
flr-348	304	1	http://lak16.solaresearch.org/?events=keynote-slides-available	http://lak16.solaresearch.org/?events=keynote-slides-available	ADJ
flr-348	304	2	kirschner	kirschner	PROPN
flr-348	304	3	,	,	PUNCT
flr-348	304	4	p.	p.	PROPN
flr-348	304	5	,	,	PUNCT
flr-348	304	6	&	&	CCONJ
flr-348	304	7	erkens	erken	NOUN
flr-348	304	8	,	,	PUNCT
flr-348	304	9	g.	g.	PROPN
flr-348	304	10	(	(	PUNCT
flr-348	304	11	2013	2013	NUM
flr-348	304	12	)	)	PUNCT
flr-348	304	13	.	.	PUNCT
flr-348	305	1	toward	toward	ADP
flr-348	305	2	a	a	DET
flr-348	305	3	framework	framework	NOUN
flr-348	305	4	for	for	ADP
flr-348	305	5	cscl	cscl	NOUN
flr-348	305	6	research	research	NOUN
flr-348	305	7	.	.	PUNCT
flr-348	306	1	educational	educational	ADJ
flr-348	306	2	psychologist	psychologist	NOUN
flr-348	306	3	,	,	PUNCT
flr-348	306	4	48(1	48(1	NOUN
flr-348	306	5	)	)	PUNCT
flr-348	306	6	,	,	PUNCT
flr-348	306	7	1	1	NUM
flr-348	306	8	-	-	SYM
flr-348	306	9	8	8	NUM
flr-348	306	10	.	.	PUNCT
flr-348	307	1	doi	doi	NOUN
flr-348	307	2	:	:	PUNCT
flr-348	307	3	10.1080/00461520.2012.750227	10.1080/00461520.2012.750227	NUM
flr-348	307	4	kovanovic	kovanovic	NOUN
flr-348	307	5	,	,	PUNCT
flr-348	307	6	v.	v.	PROPN
flr-348	307	7	,	,	PUNCT
flr-348	307	8	gašević	gašević	PROPN
flr-348	307	9	,	,	PUNCT
flr-348	307	10	d.	d.	PROPN
flr-348	307	11	,	,	PUNCT
flr-348	307	12	dawson	dawson	PROPN
flr-348	307	13	,	,	PUNCT
flr-348	307	14	s.	s.	PROPN
flr-348	307	15	,	,	PUNCT
flr-348	307	16	joksimovic	joksimovic	PROPN
flr-348	307	17	,	,	PUNCT
flr-348	307	18	s.	s.	PROPN
flr-348	307	19	,	,	PUNCT
flr-348	307	20	&	&	CCONJ
flr-348	307	21	baker	baker	PROPN
flr-348	307	22	,	,	PUNCT
flr-348	307	23	r.	r.	PROPN
flr-348	307	24	(	(	PUNCT
flr-348	307	25	2016	2016	NUM
flr-348	307	26	)	)	PUNCT
flr-348	307	27	.	.	PUNCT
flr-348	308	1	does	do	VERB
flr-348	308	2	time	time	NOUN
flr-348	308	3	-	-	PUNCT
flr-348	308	4	on	on	ADP
flr-348	308	5	-	-	PUNCT
flr-348	308	6	task	task	NOUN
flr-348	308	7	estimation	estimation	NOUN
flr-348	308	8	matter	matter	NOUN
flr-348	308	9	?	?	PUNCT
flr-348	309	1	implications	implication	NOUN
flr-348	309	2	on	on	ADP
flr-348	309	3	validity	validity	NOUN
flr-348	309	4	of	of	ADP
flr-348	309	5	learning	learn	VERB
flr-348	309	6	analytics	analytic	NOUN
flr-348	309	7	findings	finding	NOUN
flr-348	309	8	.	.	PUNCT
flr-348	310	1	2016	2016	NUM
flr-348	310	2	,	,	PUNCT
flr-348	310	3	2(3	2(3	NUM
flr-348	310	4	)	)	PUNCT
flr-348	310	5	,	,	PUNCT
flr-348	310	6	81	81	NUM
flr-348	310	7	-	-	SYM
flr-348	310	8	110	110	NUM
flr-348	310	9	.	.	PUNCT
flr-348	311	1	doi	doi	NOUN
flr-348	311	2	:	:	PUNCT
flr-348	311	3	10.18608	10.18608	NUM
flr-348	311	4	/	/	SYM
flr-348	311	5	jla.2015.23.6	jla.2015.23.6	NUM
flr-348	311	6	kovanovic	kovanovic	NOUN
flr-348	311	7	,	,	PUNCT
flr-348	311	8	v.	v.	PROPN
flr-348	311	9	,	,	PUNCT
flr-348	311	10	gašević	gašević	PROPN
flr-348	311	11	,	,	PUNCT
flr-348	311	12	d.	d.	PROPN
flr-348	311	13	,	,	PUNCT
flr-348	311	14	dawson	dawson	PROPN
flr-348	311	15	,	,	PUNCT
flr-348	311	16	s.	s.	PROPN
flr-348	311	17	,	,	PUNCT
flr-348	311	18	joksimović	joksimović	PROPN
flr-348	311	19	,	,	PUNCT
flr-348	311	20	s.	s.	PROPN
flr-348	311	21	,	,	PUNCT
flr-348	311	22	baker	baker	PROPN
flr-348	311	23	,	,	PUNCT
flr-348	311	24	r.	r.	PROPN
flr-348	311	25	s.	s.	PROPN
flr-348	311	26	,	,	PUNCT
flr-348	311	27	&	&	CCONJ
flr-348	311	28	hatala	hatala	NOUN
flr-348	311	29	,	,	PUNCT
flr-348	311	30	m.	m.	NOUN
flr-348	311	31	(	(	PUNCT
flr-348	311	32	2015	2015	NUM
flr-348	311	33	)	)	PUNCT
flr-348	311	34	.	.	PUNCT
flr-348	312	1	penetrating	penetrate	VERB
flr-348	312	2	the	the	DET
flr-348	312	3	black	black	ADJ
flr-348	312	4	box	box	PROPN
flr-348	312	5	of	of	ADP
flr-348	312	6	time	time	NOUN
flr-348	312	7	-	-	PUNCT
flr-348	312	8	on	on	ADP
flr-348	312	9	-	-	PUNCT
flr-348	312	10	task	task	NOUN
flr-348	312	11	estimation	estimation	NOUN
flr-348	312	12	.	.	PUNCT
flr-348	313	1	paper	paper	NOUN
flr-348	313	2	presented	present	VERB
flr-348	313	3	at	at	ADP
flr-348	313	4	the	the	DET
flr-348	313	5	learning	learning	NOUN
flr-348	313	6	analytics	analytic	NOUN
flr-348	313	7	and	and	CCONJ
flr-348	313	8	knowledge	knowledge	NOUN
flr-348	313	9	(	(	PUNCT
flr-348	313	10	lak	lak	PROPN
flr-348	313	11	)	)	PUNCT
flr-348	313	12	,	,	PUNCT
flr-348	313	13	poughkeepsie	poughkeepsie	PROPN
flr-348	313	14	,	,	PUNCT
flr-348	313	15	new	new	PROPN
flr-348	313	16	york	york	PROPN
flr-348	313	17	,	,	PUNCT
flr-348	313	18	usa	usa	PROPN
flr-348	313	19	.	.	PUNCT
flr-348	313	20	lak	lak	PROPN
flr-348	313	21	.	.	PUNCT
flr-348	314	1	(	(	PUNCT
flr-348	314	2	2011	2011	NUM
flr-348	314	3	)	)	PUNCT
flr-348	314	4	.	.	PUNCT
flr-348	315	1	call	call	VERB
flr-348	315	2	for	for	ADP
flr-348	315	3	papers	paper	NOUN
flr-348	315	4	:	:	PUNCT
flr-348	315	5	1st	1st	ADJ
flr-348	315	6	annual	annual	ADJ
flr-348	315	7	conference	conference	NOUN
flr-348	315	8	on	on	ADP
flr-348	315	9	learning	learn	VERB
flr-348	315	10	analytics	analytic	NOUN
flr-348	315	11	and	and	CCONJ
flr-348	315	12	knowledge	knowledge	NOUN
flr-348	315	13	.	.	PUNCT
flr-348	316	1	lang	lang	PROPN
flr-348	316	2	,	,	PUNCT
flr-348	316	3	c.	c.	PROPN
flr-348	316	4	,	,	PUNCT
flr-348	316	5	siemens	siemens	PROPN
flr-348	316	6	,	,	PUNCT
flr-348	316	7	g.	g.	PROPN
flr-348	316	8	,	,	PUNCT
flr-348	316	9	wise	wise	ADJ
flr-348	316	10	,	,	PUNCT
flr-348	316	11	a.	a.	PROPN
flr-348	316	12	f.	f.	PROPN
flr-348	316	13	,	,	PUNCT
flr-348	316	14	&	&	CCONJ
flr-348	316	15	gašević	gašević	PROPN
flr-348	316	16	,	,	PUNCT
flr-348	316	17	d.	d.	PROPN
flr-348	316	18	(	(	PUNCT
flr-348	316	19	2017	2017	NUM
flr-348	316	20	)	)	PUNCT
flr-348	316	21	.	.	PUNCT
flr-348	317	1	handbook	handbook	NOUN
flr-348	317	2	of	of	ADP
flr-348	317	3	learning	learn	VERB
flr-348	317	4	analytics	analytic	NOUN
flr-348	317	5	:	:	PUNCT
flr-348	317	6	society	society	NOUN
flr-348	317	7	for	for	ADP
flr-348	317	8	learning	learn	VERB
flr-348	317	9	analytics	analytic	NOUN
flr-348	317	10	research	research	NOUN
flr-348	317	11	.	.	PUNCT
flr-348	318	1	lichtman	lichtman	NOUN
flr-348	318	2	,	,	PUNCT
flr-348	318	3	m.	m.	NOUN
flr-348	318	4	(	(	PUNCT
flr-348	318	5	2013	2013	NUM
flr-348	318	6	)	)	PUNCT
flr-348	318	7	.	.	PUNCT
flr-348	319	1	qualitative	qualitative	ADJ
flr-348	319	2	research	research	NOUN
flr-348	319	3	in	in	ADP
flr-348	319	4	education	education	NOUN
flr-348	319	5	:	:	PUNCT
flr-348	319	6	a	a	DET
flr-348	319	7	user	user	NOUN
flr-348	319	8	's	's	PART
flr-348	319	9	guide	guide	NOUN
flr-348	319	10	(	(	PUNCT
flr-348	319	11	3	3	NUM
flr-348	319	12	ed	ed	NOUN
flr-348	319	13	.	.	PUNCT
flr-348	319	14	)	)	PUNCT
flr-348	319	15	.	.	PUNCT
flr-348	320	1	thousand	thousand	NUM
flr-348	320	2	oaks	oak	NOUN
flr-348	320	3	,	,	PUNCT
flr-348	320	4	ca	can	AUX
flr-348	320	5	:	:	PUNCT
flr-348	320	6	sage	sage	VERB
flr-348	320	7	.	.	PUNCT
flr-348	321	1	lockyer	lockyer	PROPN
flr-348	321	2	,	,	PUNCT
flr-348	321	3	l.	l.	PROPN
flr-348	321	4	,	,	PUNCT
flr-348	321	5	heathcote	heathcote	PROPN
flr-348	321	6	,	,	PUNCT
flr-348	321	7	e.	e.	PROPN
flr-348	321	8	,	,	PUNCT
flr-348	321	9	&	&	CCONJ
flr-348	321	10	dawson	dawson	PROPN
flr-348	321	11	,	,	PUNCT
flr-348	321	12	s.	s.	PROPN
flr-348	321	13	(	(	PUNCT
flr-348	321	14	2013	2013	NUM
flr-348	321	15	)	)	PUNCT
flr-348	321	16	.	.	PUNCT
flr-348	322	1	informing	inform	VERB
flr-348	322	2	pedagogical	pedagogical	ADJ
flr-348	322	3	action	action	NOUN
flr-348	322	4	:	:	PUNCT
flr-348	322	5	aligning	align	VERB
flr-348	322	6	learning	learn	VERB
flr-348	322	7	analytics	analytic	NOUN
flr-348	322	8	with	with	ADP
flr-348	322	9	learning	learn	VERB
flr-348	322	10	design	design	NOUN
flr-348	322	11	.	.	PUNCT
flr-348	323	1	american	american	ADJ
flr-348	323	2	behavioral	behavioral	ADJ
flr-348	323	3	scientist	scientist	NOUN
flr-348	323	4	,	,	PUNCT
flr-348	323	5	57(10	57(10	NUM
flr-348	323	6	)	)	PUNCT
flr-348	323	7	,	,	PUNCT
flr-348	323	8	1439	1439	NUM
flr-348	323	9	-	-	SYM
flr-348	323	10	1459	1459	NUM
flr-348	323	11	.	.	PUNCT
flr-348	324	1	doi	doi	NOUN
flr-348	324	2	:	:	PUNCT
flr-348	324	3	10.1177/0002764213479367	10.1177/0002764213479367	NUM
flr-348	324	4	malmberg	malmberg	PROPN
flr-348	324	5	,	,	PUNCT
flr-348	324	6	j.	j.	PROPN
flr-348	324	7	,	,	PUNCT
flr-348	324	8	järvelä	järvelä	PROPN
flr-348	324	9	,	,	PUNCT
flr-348	324	10	s.	s.	PROPN
flr-348	324	11	,	,	PUNCT
flr-348	324	12	&	&	CCONJ
flr-348	324	13	järvenoja	järvenoja	PROPN
flr-348	324	14	,	,	PUNCT
flr-348	324	15	h.	h.	PROPN
flr-348	324	16	(	(	PUNCT
flr-348	324	17	2017	2017	NUM
flr-348	324	18	)	)	PUNCT
flr-348	324	19	.	.	PUNCT
flr-348	325	1	capturing	capture	VERB
flr-348	325	2	temporal	temporal	ADJ
flr-348	325	3	and	and	CCONJ
flr-348	325	4	sequential	sequential	ADJ
flr-348	325	5	patterns	pattern	NOUN
flr-348	325	6	of	of	ADP
flr-348	325	7	self-	self-	X
flr-348	325	8	,	,	PUNCT
flr-348	325	9	co-	co-	ADJ
flr-348	325	10	,	,	PUNCT
flr-348	325	11	and	and	CCONJ
flr-348	325	12	socially	socially	ADV
flr-348	325	13	shared	share	VERB
flr-348	325	14	regulation	regulation	NOUN
flr-348	325	15	in	in	ADP
flr-348	325	16	the	the	DET
flr-348	325	17	context	context	NOUN
flr-348	325	18	of	of	ADP
flr-348	325	19	collaborative	collaborative	ADJ
flr-348	325	20	learning	learning	NOUN
flr-348	325	21	.	.	PUNCT
flr-348	326	1	contemporary	contemporary	ADJ
flr-348	326	2	educational	educational	ADJ
flr-348	326	3	psychology	psychology	NOUN
flr-348	326	4	,	,	PUNCT
flr-348	326	5	49	49	NUM
flr-348	326	6	,	,	PUNCT
flr-348	326	7	160	160	NUM
flr-348	326	8	-	-	SYM
flr-348	326	9	174	174	NUM
flr-348	326	10	.	.	PUNCT
flr-348	327	1	doi	doi	NOUN
flr-348	327	2	:	:	PUNCT
flr-348	327	3	10.1016	10.1016	NUM
flr-348	327	4	/	/	SYM
flr-348	327	5	j.cedpsych.2017.01.009	j.cedpsych.2017.01.009	PROPN
flr-348	327	6	merceron	merceron	PROPN
flr-348	327	7	,	,	PUNCT
flr-348	327	8	a.	a.	NOUN
flr-348	327	9	,	,	PUNCT
flr-348	327	10	blikstein	blikstein	ADJ
flr-348	327	11	,	,	PUNCT
flr-348	327	12	p.	p.	NOUN
flr-348	327	13	,	,	PUNCT
flr-348	327	14	&	&	CCONJ
flr-348	327	15	siemens	siemens	PROPN
flr-348	327	16	,	,	PUNCT
flr-348	327	17	g.	g.	PROPN
flr-348	327	18	(	(	PUNCT
flr-348	327	19	2016	2016	NUM
flr-348	327	20	)	)	PUNCT
flr-348	327	21	.	.	PUNCT
flr-348	328	1	learning	learn	VERB
flr-348	328	2	analytics	analytic	NOUN
flr-348	328	3	:	:	PUNCT
flr-348	328	4	from	from	ADP
flr-348	328	5	big	big	ADJ
flr-348	328	6	data	datum	NOUN
flr-348	328	7	to	to	ADP
flr-348	328	8	meaningful	meaningful	ADJ
flr-348	328	9	data	datum	NOUN
flr-348	328	10	.	.	PUNCT
flr-348	329	1	journal	journal	NOUN
flr-348	329	2	of	of	ADP
flr-348	329	3	learning	learn	VERB
flr-348	329	4	analytics	analytic	NOUN
flr-348	329	5	,	,	PUNCT
flr-348	329	6	2	2	NUM
flr-348	329	7	(	(	PUNCT
flr-348	329	8	3	3	NUM
flr-348	329	9	)	)	PUNCT
flr-348	329	10	,	,	PUNCT
flr-348	329	11	5	5	X
flr-348	329	12	.	.	X
flr-348	329	13	doi	doi	NOUN
flr-348	329	14	:	:	PUNCT
flr-348	329	15	10.18608	10.18608	NUM
flr-348	329	16	/	/	SYM
flr-348	329	17	jla.2015.23.2	jla.2015.23.2	NOUN
flr-348	329	18	mirriahi	mirriahi	NOUN
flr-348	329	19	,	,	PUNCT
flr-348	329	20	n.	n.	NOUN
flr-348	329	21	,	,	PUNCT
flr-348	329	22	&	&	CCONJ
flr-348	329	23	vigentini	vigentini	NOUN
flr-348	329	24	,	,	PUNCT
flr-348	329	25	l.	l.	PROPN
flr-348	329	26	(	(	PUNCT
flr-348	329	27	2017	2017	NUM
flr-348	329	28	)	)	PUNCT
flr-348	329	29	.	.	PUNCT
flr-348	330	1	analytics	analytic	NOUN
flr-348	330	2	of	of	ADP
flr-348	330	3	learner	learner	NOUN
flr-348	330	4	video	video	NOUN
flr-348	330	5	use	use	NOUN
flr-348	330	6	.	.	PUNCT
flr-348	331	1	in	in	ADP
flr-348	331	2	c.	c.	PROPN
flr-348	331	3	lang	lang	PROPN
flr-348	331	4	,	,	PUNCT
flr-348	331	5	g.	g.	PROPN
flr-348	331	6	siemens	siemens	PROPN
flr-348	331	7	,	,	PUNCT
flr-348	331	8	a.	a.	PROPN
flr-348	331	9	f.	f.	PROPN
flr-348	331	10	wise	wise	PROPN
flr-348	331	11	,	,	PUNCT
flr-348	331	12	&	&	CCONJ
flr-348	331	13	d.	d.	PROPN
flr-348	331	14	gasevic	gasevic	PROPN
flr-348	331	15	(	(	PUNCT
flr-348	331	16	eds	ed	NOUN
flr-348	331	17	.	.	PUNCT
flr-348	331	18	)	)	PUNCT
flr-348	331	19	,	,	PUNCT
flr-348	331	20	handbook	handbook	NOUN
flr-348	331	21	of	of	ADP
flr-348	331	22	learning	learn	VERB
flr-348	331	23	analytics	analytic	NOUN
flr-348	331	24	(	(	PUNCT
flr-348	331	25	pp	pp	ADJ
flr-348	331	26	.	.	PUNCT
flr-348	332	1	49	49	NUM
flr-348	332	2	-	-	SYM
flr-348	332	3	57	57	NUM
flr-348	332	4	):	):	PUNCT
flr-348	332	5	society	society	NOUN
flr-348	332	6	for	for	ADP
flr-348	332	7	learning	learn	VERB
flr-348	332	8	analytics	analytic	NOUN
flr-348	332	9	research	research	NOUN
flr-348	332	10	.	.	PUNCT
flr-348	333	1	nguyen	nguyen	PROPN
flr-348	333	2	,	,	PUNCT
flr-348	333	3	q.	q.	PROPN
flr-348	333	4	,	,	PUNCT
flr-348	333	5	rienties	rientie	NOUN
flr-348	333	6	,	,	PUNCT
flr-348	333	7	b.	b.	PROPN
flr-348	333	8	,	,	PUNCT
flr-348	333	9	toetenel	toetenel	PROPN
flr-348	333	10	,	,	PUNCT
flr-348	333	11	l.	l.	PROPN
flr-348	333	12	,	,	PUNCT
flr-348	333	13	ferguson	ferguson	PROPN
flr-348	333	14	,	,	PUNCT
flr-348	333	15	r.	r.	PROPN
flr-348	333	16	,	,	PUNCT
flr-348	333	17	&	&	CCONJ
flr-348	333	18	whitelock	whitelock	PROPN
flr-348	333	19	,	,	PUNCT
flr-348	333	20	d.	d.	PROPN
flr-348	333	21	(	(	PUNCT
flr-348	333	22	2017	2017	NUM
flr-348	333	23	)	)	PUNCT
flr-348	333	24	.	.	PUNCT
flr-348	334	1	examining	examine	VERB
flr-348	334	2	the	the	DET
flr-348	334	3	designs	design	NOUN
flr-348	334	4	of	of	ADP
flr-348	334	5	computer	computer	NOUN
flr-348	334	6	-	-	PUNCT
flr-348	334	7	based	base	VERB
flr-348	334	8	assessment	assessment	NOUN
flr-348	334	9	and	and	CCONJ
flr-348	334	10	its	its	PRON
flr-348	334	11	impact	impact	NOUN
flr-348	334	12	on	on	ADP
flr-348	334	13	student	student	NOUN
flr-348	334	14	engagement	engagement	NOUN
flr-348	334	15	,	,	PUNCT
flr-348	334	16	satisfaction	satisfaction	NOUN
flr-348	334	17	,	,	PUNCT
flr-348	334	18	and	and	CCONJ
flr-348	334	19	pass	pass	VERB
flr-348	334	20	rates	rate	NOUN
flr-348	334	21	.	.	PUNCT
flr-348	335	1	computers	computer	NOUN
flr-348	335	2	in	in	ADP
flr-348	335	3	human	human	ADJ
flr-348	335	4	behavior	behavior	NOUN
flr-348	335	5	,	,	PUNCT
flr-348	335	6	76	76	NUM
flr-348	335	7	,	,	PUNCT
flr-348	335	8	703	703	NUM
flr-348	335	9	-	-	SYM
flr-348	335	10	714	714	NUM
flr-348	335	11	.	.	PUNCT
flr-348	336	1	doi	doi	NOUN
flr-348	336	2	:	:	PUNCT
flr-348	336	3	10.1016	10.1016	NUM
flr-348	336	4	/	/	SYM
flr-348	336	5	j.chb.2017.03.028	j.chb.2017.03.028	ADJ
flr-348	336	6	papamitsiou	papamitsiou	NOUN
flr-348	336	7	,	,	PUNCT
flr-348	336	8	z.	z.	PROPN
flr-348	336	9	,	,	PUNCT
flr-348	336	10	&	&	CCONJ
flr-348	336	11	economides	economide	NOUN
flr-348	336	12	,	,	PUNCT
flr-348	336	13	a.	a.	NOUN
flr-348	336	14	(	(	PUNCT
flr-348	336	15	2016	2016	NUM
flr-348	336	16	)	)	PUNCT
flr-348	336	17	.	.	PUNCT
flr-348	337	1	learning	learn	VERB
flr-348	337	2	analytics	analytic	NOUN
flr-348	337	3	for	for	ADP
flr-348	337	4	smart	smart	ADJ
flr-348	337	5	learning	learning	NOUN
flr-348	337	6	environments	environment	NOUN
flr-348	337	7	:	:	PUNCT
flr-348	337	8	a	a	DET
flr-348	337	9	meta	meta	ADJ
flr-348	337	10	-	-	PUNCT
flr-348	337	11	analysis	analysis	NOUN
flr-348	337	12	of	of	ADP
flr-348	337	13	empirical	empirical	ADJ
flr-348	337	14	research	research	NOUN
flr-348	337	15	results	result	NOUN
flr-348	337	16	from	from	ADP
flr-348	337	17	2009	2009	NUM
flr-348	337	18	to	to	ADP
flr-348	337	19	2015	2015	NUM
flr-348	337	20	.	.	PUNCT
flr-348	338	1	in	in	ADP
flr-348	338	2	j.	j.	PROPN
flr-348	338	3	m.	m.	PROPN
flr-348	338	4	spector	spector	PROPN
flr-348	338	5	,	,	PUNCT
flr-348	338	6	b.	b.	PROPN
flr-348	338	7	b.	b.	PROPN
flr-348	338	8	lockee	lockee	PROPN
flr-348	338	9	,	,	PUNCT
flr-348	338	10	&	&	CCONJ
flr-348	338	11	d.	d.	PROPN
flr-348	338	12	m.	m.	PROPN
flr-348	338	13	childress	childress	PROPN
flr-348	338	14	(	(	PUNCT
flr-348	338	15	eds	eds	PROPN
flr-348	338	16	.	.	PUNCT
flr-348	338	17	)	)	PUNCT
flr-348	338	18	,	,	PUNCT
flr-348	338	19	learning	learning	NOUN
flr-348	338	20	,	,	PUNCT
flr-348	338	21	design	design	NOUN
flr-348	338	22	,	,	PUNCT
flr-348	338	23	and	and	CCONJ
flr-348	338	24	technology	technology	NOUN
flr-348	338	25	:	:	PUNCT
flr-348	338	26	an	an	DET
flr-348	338	27	international	international	ADJ
flr-348	338	28	compendium	compendium	NOUN
flr-348	338	29	of	of	ADP
flr-348	338	30	theory	theory	NOUN
flr-348	338	31	,	,	PUNCT
flr-348	338	32	research	research	NOUN
flr-348	338	33	,	,	PUNCT
flr-348	338	34	practice	practice	NOUN
flr-348	338	35	,	,	PUNCT
flr-348	338	36	and	and	CCONJ
flr-348	338	37	policy	policy	NOUN
flr-348	338	38	(	(	PUNCT
flr-348	338	39	pp	pp	ADJ
flr-348	338	40	.	.	PUNCT
flr-348	339	1	1	1	NUM
flr-348	339	2	-	-	SYM
flr-348	339	3	23	23	NUM
flr-348	339	4	)	)	PUNCT
flr-348	339	5	.	.	PUNCT
flr-348	340	1	london	london	PROPN
flr-348	340	2	,	,	PUNCT
flr-348	340	3	uk	uk	PROPN
flr-348	340	4	:	:	PUNCT
flr-348	340	5	springer	springer	NOUN
flr-348	340	6	.	.	PUNCT
flr-348	341	1	persico	persico	PROPN
flr-348	341	2	,	,	PUNCT
flr-348	341	3	d.	d.	PROPN
flr-348	341	4	,	,	PUNCT
flr-348	341	5	&	&	CCONJ
flr-348	341	6	pozzi	pozzi	PROPN
flr-348	341	7	,	,	PUNCT
flr-348	341	8	f.	f.	PROPN
flr-348	341	9	(	(	PUNCT
flr-348	341	10	2015	2015	NUM
flr-348	341	11	)	)	PUNCT
flr-348	341	12	.	.	PUNCT
flr-348	342	1	informing	inform	VERB
flr-348	342	2	learning	learn	VERB
flr-348	342	3	design	design	NOUN
flr-348	342	4	with	with	ADP
flr-348	342	5	learning	learn	VERB
flr-348	342	6	analytics	analytic	NOUN
flr-348	342	7	to	to	PART
flr-348	342	8	improve	improve	VERB
flr-348	342	9	teacher	teacher	NOUN
flr-348	342	10	inquiry	inquiry	NOUN
flr-348	342	11	.	.	PUNCT
flr-348	343	1	british	british	ADJ
flr-348	343	2	journal	journal	PROPN
flr-348	343	3	of	of	ADP
flr-348	343	4	educational	educational	ADJ
flr-348	343	5	technology	technology	NOUN
flr-348	343	6	,	,	PUNCT
flr-348	343	7	46(2	46(2	NOUN
flr-348	343	8	)	)	PUNCT
flr-348	343	9	,	,	PUNCT
flr-348	343	10	230	230	NUM
flr-348	343	11	-	-	SYM
flr-348	343	12	248	248	NUM
flr-348	343	13	.	.	PUNCT
flr-348	344	1	doi	doi	NOUN
flr-348	344	2	:	:	PUNCT
flr-348	344	3	10.1111	10.1111	NUM
flr-348	344	4	/	/	SYM
flr-348	344	5	bjet.12207	bjet.12207	PROPN
flr-348	344	6	prinsloo	prinsloo	NOUN
flr-348	344	7	,	,	PUNCT
flr-348	344	8	p.	p.	NOUN
flr-348	344	9	,	,	PUNCT
flr-348	344	10	&	&	CCONJ
flr-348	344	11	slade	slade	PROPN
flr-348	344	12	,	,	PUNCT
flr-348	344	13	s.	s.	PROPN
flr-348	344	14	(	(	PUNCT
flr-348	344	15	2017a	2017a	NUM
flr-348	344	16	)	)	PUNCT
flr-348	344	17	.	.	PUNCT
flr-348	345	1	an	an	DET
flr-348	345	2	elephant	elephant	NOUN
flr-348	345	3	in	in	ADP
flr-348	345	4	the	the	DET
flr-348	345	5	learning	learning	NOUN
flr-348	345	6	analytics	analytic	NOUN
flr-348	345	7	room	room	NOUN
flr-348	345	8	:	:	PUNCT
flr-348	345	9	the	the	DET
flr-348	345	10	obligation	obligation	NOUN
flr-348	345	11	to	to	PART
flr-348	345	12	act	act	VERB
flr-348	345	13	.	.	PUNCT
flr-348	346	1	paper	paper	NOUN
flr-348	346	2	presented	present	VERB
flr-348	346	3	at	at	ADP
flr-348	346	4	the	the	DET
flr-348	346	5	learning	learning	PROPN
flr-348	346	6	analytics	analytic	NOUN
flr-348	346	7	&	&	CCONJ
flr-348	346	8	knowledge	knowledge	PROPN
flr-348	346	9	(	(	PUNCT
flr-348	346	10	lak	lak	PROPN
flr-348	346	11	)	)	PUNCT
flr-348	346	12	,	,	PUNCT
flr-348	346	13	vancouver	vancouver	PROPN
flr-348	346	14	,	,	PUNCT
flr-348	346	15	canada	canada	PROPN
flr-348	346	16	.	.	PUNCT
flr-348	347	1	prinsloo	prinsloo	PROPN
flr-348	347	2	,	,	PUNCT
flr-348	347	3	p.	p.	PROPN
flr-348	347	4	,	,	PUNCT
flr-348	347	5	&	&	CCONJ
flr-348	347	6	slade	slade	PROPN
flr-348	347	7	,	,	PUNCT
flr-348	347	8	s.	s.	PROPN
flr-348	347	9	(	(	PUNCT
flr-348	347	10	2017b	2017b	NUM
flr-348	347	11	)	)	PUNCT
flr-348	347	12	.	.	PUNCT
flr-348	348	1	ethics	ethic	NOUN
flr-348	348	2	and	and	CCONJ
flr-348	348	3	learning	learn	VERB
flr-348	348	4	analytics	analytic	NOUN
flr-348	348	5	:	:	PUNCT
flr-348	348	6	charting	chart	VERB
flr-348	348	7	the	the	PRON
flr-348	348	8	(	(	PUNCT
flr-348	348	9	un)charted	un)charted	ADJ
flr-348	348	10	.	.	PUNCT
flr-348	349	1	in	in	ADP
flr-348	349	2	c.	c.	PROPN
flr-348	349	3	lang	lang	PROPN
flr-348	349	4	,	,	PUNCT
flr-348	349	5	g.	g.	PROPN
flr-348	349	6	siemens	siemens	PROPN
flr-348	349	7	,	,	PUNCT
flr-348	349	8	a.	a.	PROPN
flr-348	349	9	f.	f.	PROPN
flr-348	349	10	wise	wise	PROPN
flr-348	349	11	,	,	PUNCT
flr-348	349	12	&	&	CCONJ
flr-348	349	13	d.	d.	PROPN
flr-348	349	14	gasevic	gasevic	PROPN
flr-348	349	15	(	(	PUNCT
flr-348	349	16	eds	ed	NOUN
flr-348	349	17	.	.	PUNCT
flr-348	349	18	)	)	PUNCT
flr-348	349	19	,	,	PUNCT
flr-348	349	20	handbook	handbook	NOUN
flr-348	349	21	of	of	ADP
flr-348	349	22	learning	learn	VERB
flr-348	349	23	analytics	analytic	NOUN
flr-348	349	24	(	(	PUNCT
flr-348	349	25	pp	pp	ADJ
flr-348	349	26	.	.	PUNCT
flr-348	350	1	49	49	NUM
flr-348	350	2	-	-	SYM
flr-348	350	3	57	57	NUM
flr-348	350	4	):	):	PUNCT
flr-348	350	5	society	society	NOUN
flr-348	350	6	for	for	ADP
flr-348	350	7	learning	learn	VERB
flr-348	350	8	analytics	analytic	NOUN
flr-348	350	9	research	research	NOUN
flr-348	350	10	.	.	PUNCT
flr-348	351	1	rienties	rientie	NOUN
flr-348	351	2	,	,	PUNCT
flr-348	351	3	b.	b.	PROPN
flr-348	351	4	,	,	PUNCT
flr-348	351	5	&	&	CCONJ
flr-348	351	6	toetenel	toetenel	PROPN
flr-348	351	7	,	,	PUNCT
flr-348	351	8	l.	l.	PROPN
flr-348	351	9	(	(	PUNCT
flr-348	351	10	2016	2016	NUM
flr-348	351	11	)	)	PUNCT
flr-348	351	12	.	.	PUNCT
flr-348	352	1	the	the	DET
flr-348	352	2	impact	impact	NOUN
flr-348	352	3	of	of	ADP
flr-348	352	4	learning	learn	VERB
flr-348	352	5	design	design	NOUN
flr-348	352	6	on	on	ADP
flr-348	352	7	student	student	NOUN
flr-348	352	8	behaviour	behaviour	NOUN
flr-348	352	9	,	,	PUNCT
flr-348	352	10	satisfaction	satisfaction	NOUN
flr-348	352	11	and	and	CCONJ
flr-348	352	12	performance	performance	NOUN
flr-348	352	13	:	:	PUNCT
flr-348	352	14	a	a	DET
flr-348	352	15	cross	cross	ADJ
flr-348	352	16	-	-	ADJ
flr-348	352	17	institutional	institutional	ADJ
flr-348	352	18	comparison	comparison	NOUN
flr-348	352	19	across	across	ADP
flr-348	352	20	151	151	NUM
flr-348	352	21	modules	module	NOUN
flr-348	352	22	.	.	PUNCT
flr-348	353	1	computers	computer	NOUN
flr-348	353	2	in	in	ADP
flr-348	353	3	human	human	ADJ
flr-348	353	4	behavior	behavior	NOUN
flr-348	353	5	,	,	PUNCT
flr-348	353	6	60	60	NUM
flr-348	353	7	,	,	PUNCT
flr-348	353	8	333	333	NUM
flr-348	353	9	-	-	SYM
flr-348	353	10	341	341	NUM
flr-348	353	11	.	.	PUNCT
flr-348	354	1	doi	doi	NOUN
flr-348	354	2	:	:	PUNCT
flr-348	354	3	10.1016	10.1016	NUM
flr-348	354	4	/	/	SYM
flr-348	354	5	j.chb.2016.02.074	j.chb.2016.02.074	PROPN
flr-348	354	6	ruppert	ruppert	PROPN
flr-348	354	7	,	,	PUNCT
flr-348	354	8	e.	e.	PROPN
flr-348	354	9	,	,	PUNCT
flr-348	354	10	harvey	harvey	PROPN
flr-348	354	11	,	,	PUNCT
flr-348	354	12	p.	p.	NOUN
flr-348	354	13	,	,	PUNCT
flr-348	354	14	lury	lury	NOUN
flr-348	354	15	,	,	PUNCT
flr-348	354	16	c.	c.	NOUN
flr-348	354	17	,	,	PUNCT
flr-348	354	18	mackenzie	mackenzie	NOUN
flr-348	354	19	,	,	PUNCT
flr-348	354	20	a.	a.	PROPN
flr-348	354	21	,	,	PUNCT
flr-348	354	22	mcnally	mcnally	PROPN
flr-348	354	23	,	,	PUNCT
flr-348	354	24	r.	r.	PROPN
flr-348	354	25	,	,	PUNCT
flr-348	354	26	baker	baker	PROPN
flr-348	354	27	,	,	PUNCT
flr-348	354	28	s.	s.	PROPN
flr-348	354	29	a.	a.	PROPN
flr-348	354	30	,	,	PUNCT
flr-348	354	31	&	&	CCONJ
flr-348	354	32	lewis	lewis	PROPN
flr-348	354	33	,	,	PUNCT
flr-348	354	34	c.	c.	PROPN
flr-348	354	35	(	(	PUNCT
flr-348	354	36	2015	2015	NUM
flr-348	354	37	)	)	PUNCT
flr-348	354	38	.	.	PUNCT
flr-348	355	1	socialising	socialise	VERB
flr-348	355	2	big	big	ADJ
flr-348	355	3	data	datum	NOUN
flr-348	355	4	:	:	PUNCT
flr-348	355	5	from	from	ADP
flr-348	355	6	concept	concept	NOUN
flr-348	355	7	to	to	PART
flr-348	355	8	practice	practice	VERB
flr-348	355	9	.	.	PUNCT
flr-348	356	1	working	work	VERB
flr-348	356	2	paper	paper	NOUN
flr-348	356	3	series	series	NOUN
flr-348	356	4	(	(	PUNCT
flr-348	356	5	no	no	INTJ
flr-348	356	6	.	.	NOUN
flr-348	356	7	138	138	NUM
flr-348	356	8	):	):	PUNCT
flr-348	356	9	centre	centre	NOUN
flr-348	356	10	for	for	ADP
flr-348	356	11	research	research	NOUN
flr-348	356	12	on	on	ADP
flr-348	356	13	socio	socio	NOUN
flr-348	356	14	-	-	PUNCT
flr-348	356	15	cultural	cultural	ADJ
flr-348	356	16	change	change	NOUN
flr-348	356	17	.	.	PUNCT
flr-348	357	1	scholes	schole	NOUN
flr-348	357	2	,	,	PUNCT
flr-348	357	3	v.	v.	PROPN
flr-348	357	4	(	(	PUNCT
flr-348	357	5	2016	2016	NUM
flr-348	357	6	)	)	PUNCT
flr-348	357	7	.	.	PUNCT
flr-348	358	1	the	the	DET
flr-348	358	2	ethics	ethic	NOUN
flr-348	358	3	of	of	ADP
flr-348	358	4	using	use	VERB
flr-348	358	5	learning	learn	VERB
flr-348	358	6	analytics	analytic	NOUN
flr-348	358	7	to	to	PART
flr-348	358	8	categorize	categorize	VERB
flr-348	358	9	students	student	NOUN
flr-348	358	10	on	on	ADP
flr-348	358	11	risk	risk	NOUN
flr-348	358	12	.	.	PUNCT
flr-348	359	1	educational	educational	ADJ
flr-348	359	2	technology	technology	NOUN
flr-348	359	3	research	research	NOUN
flr-348	359	4	and	and	CCONJ
flr-348	359	5	development	development	NOUN
flr-348	359	6	,	,	PUNCT
flr-348	359	7	64(5	64(5	PROPN
flr-348	359	8	)	)	PUNCT
flr-348	359	9	,	,	PUNCT
flr-348	359	10	939	939	NUM
flr-348	359	11	-	-	SYM
flr-348	359	12	955	955	NUM
flr-348	359	13	.	.	PUNCT
flr-348	360	1	doi	doi	NOUN
flr-348	360	2	:	:	PUNCT
flr-348	360	3	10.1007	10.1007	NUM
flr-348	360	4	/	/	SYM
flr-348	360	5	s11423	s11423	NOUN
flr-348	360	6	-	-	PUNCT
flr-348	360	7	016	016	NUM
flr-348	360	8	-	-	PUNCT
flr-348	360	9	9458	9458	NUM
flr-348	360	10	-	-	PUNCT
flr-348	360	11	1	1	NUM
flr-348	360	12	selwyn	selwyn	NOUN
flr-348	360	13	,	,	PUNCT
flr-348	360	14	n.	n.	NOUN
flr-348	360	15	(	(	PUNCT
flr-348	360	16	2015	2015	NUM
flr-348	360	17	)	)	PUNCT
flr-348	360	18	.	.	PUNCT
flr-348	361	1	data	datum	NOUN
flr-348	361	2	entry	entry	NOUN
flr-348	361	3	:	:	PUNCT
flr-348	361	4	towards	towards	ADP
flr-348	361	5	the	the	DET
flr-348	361	6	critical	critical	ADJ
flr-348	361	7	study	study	NOUN
flr-348	361	8	of	of	ADP
flr-348	361	9	digital	digital	ADJ
flr-348	361	10	data	datum	NOUN
flr-348	361	11	and	and	CCONJ
flr-348	361	12	education	education	NOUN
flr-348	361	13	.	.	PUNCT
flr-348	362	1	learning	learning	NOUN
flr-348	362	2	,	,	PUNCT
flr-348	362	3	media	medium	NOUN
flr-348	362	4	and	and	CCONJ
flr-348	362	5	technology	technology	NOUN
flr-348	362	6	,	,	PUNCT
flr-348	362	7	40(1	40(1	NUM
flr-348	362	8	)	)	PUNCT
flr-348	362	9	,	,	PUNCT
flr-348	362	10	64	64	NUM
flr-348	362	11	-	-	SYM
flr-348	362	12	82	82	NUM
flr-348	362	13	.	.	PUNCT
flr-348	363	1	doi	doi	NOUN
flr-348	363	2	:	:	PUNCT
flr-348	363	3	10.1080/17439884.2014.921628	10.1080/17439884.2014.921628	NUM
flr-348	363	4	selwyn	selwyn	NOUN
flr-348	363	5	,	,	PUNCT
flr-348	363	6	n.	n.	NOUN
flr-348	363	7	(	(	PUNCT
flr-348	363	8	2016	2016	NUM
flr-348	363	9	)	)	PUNCT
flr-348	363	10	.	.	PUNCT
flr-348	364	1	education	education	NOUN
flr-348	364	2	and	and	CCONJ
flr-348	364	3	technology	technology	NOUN
flr-348	364	4	:	:	PUNCT
flr-348	364	5	key	key	ADJ
flr-348	364	6	issues	issue	NOUN
flr-348	364	7	and	and	CCONJ
flr-348	364	8	debates	debate	NOUN
flr-348	364	9	.	.	PUNCT
flr-348	365	1	london	london	PROPN
flr-348	365	2	:	:	PUNCT
flr-348	365	3	bloomsbury	bloomsbury	NOUN
flr-348	365	4	publishing	publishing	NOUN
flr-348	365	5	.	.	PUNCT
flr-348	366	1	sharples	sharple	NOUN
flr-348	366	2	,	,	PUNCT
flr-348	366	3	m.	m.	NOUN
flr-348	366	4	,	,	PUNCT
flr-348	366	5	de	de	X
flr-348	366	6	roock	roock	PROPN
flr-348	366	7	,	,	PUNCT
flr-348	366	8	r.	r.	PROPN
flr-348	366	9	,	,	PUNCT
flr-348	366	10	ferguson	ferguson	PROPN
flr-348	366	11	,	,	PUNCT
flr-348	366	12	r.	r.	PROPN
flr-348	366	13	,	,	PUNCT
flr-348	366	14	gaved	gave	VERB
flr-348	366	15	,	,	PUNCT
flr-348	366	16	m.	m.	NOUN
flr-348	366	17	,	,	PUNCT
flr-348	366	18	herodotou	herodotou	PROPN
flr-348	366	19	,	,	PUNCT
flr-348	366	20	c.	c.	PROPN
flr-348	366	21	,	,	PUNCT
flr-348	366	22	koh	koh	PROPN
flr-348	366	23	,	,	PUNCT
flr-348	366	24	e.	e.	PROPN
flr-348	366	25	,	,	PUNCT
flr-348	366	26	.	.	PUNCT
flr-348	366	27	.	.	PUNCT
flr-348	366	28	.	.	PUNCT
flr-348	367	1	wong	wong	PROPN
flr-348	367	2	,	,	PUNCT
flr-348	367	3	l.	l.	PROPN
flr-348	367	4	h.	h.	PROPN
flr-348	367	5	(	(	PUNCT
flr-348	367	6	2016	2016	NUM
flr-348	367	7	)	)	PUNCT
flr-348	367	8	.	.	PUNCT
flr-348	368	1	innovating	innovate	VERB
flr-348	368	2	pedagogy	pedagogy	NOUN
flr-348	368	3	2016	2016	NUM
flr-348	368	4	:	:	PUNCT
flr-348	368	5	open	open	ADJ
flr-348	368	6	university	university	NOUN
flr-348	368	7	innovation	innovation	NOUN
flr-348	368	8	report	report	NOUN
flr-348	368	9	5	5	NUM
flr-348	368	10	.	.	PUNCT
flr-348	368	11	milton	milton	PROPN
flr-348	368	12	keynes	keynes	PROPN
flr-348	368	13	:	:	PUNCT
flr-348	368	14	the	the	DET
flr-348	368	15	open	open	ADJ
flr-348	368	16	university	university	NOUN
flr-348	368	17	.	.	PUNCT
flr-348	369	1	siemens	siemens	PROPN
flr-348	369	2	,	,	PUNCT
flr-348	369	3	g.	g.	PROPN
flr-348	369	4	(	(	PUNCT
flr-348	369	5	2013	2013	NUM
flr-348	369	6	)	)	PUNCT
flr-348	369	7	.	.	PUNCT
flr-348	370	1	learning	learn	VERB
flr-348	370	2	analytics	analytic	NOUN
flr-348	370	3	:	:	PUNCT
flr-348	370	4	the	the	DET
flr-348	370	5	emergence	emergence	NOUN
flr-348	370	6	of	of	ADP
flr-348	370	7	a	a	DET
flr-348	370	8	discipline	discipline	NOUN
flr-348	370	9	.	.	PUNCT
flr-348	371	1	american	american	ADJ
flr-348	371	2	behavioral	behavioral	ADJ
flr-348	371	3	scientist	scientist	NOUN
flr-348	371	4	,	,	PUNCT
flr-348	371	5	57(10	57(10	PROPN
flr-348	371	6	)	)	PUNCT
flr-348	371	7	,	,	PUNCT
flr-348	371	8	1380	1380	NUM
flr-348	371	9	-	-	SYM
flr-348	371	10	1400	1400	NUM
flr-348	371	11	.	.	PUNCT
flr-348	372	1	doi	doi	NOUN
flr-348	372	2	:	:	PUNCT
flr-348	372	3	10.1177/0002764213498851	10.1177/0002764213498851	NUM
flr-348	372	4	slade	slade	NOUN
flr-348	372	5	,	,	PUNCT
flr-348	372	6	s.	s.	PROPN
flr-348	372	7	,	,	PUNCT
flr-348	372	8	&	&	CCONJ
flr-348	372	9	prinsloo	prinsloo	PROPN
flr-348	372	10	,	,	PUNCT
flr-348	372	11	p.	p.	NOUN
flr-348	372	12	(	(	PUNCT
flr-348	372	13	2013	2013	NUM
flr-348	372	14	)	)	PUNCT
flr-348	372	15	.	.	PUNCT
flr-348	373	1	learning	learn	VERB
flr-348	373	2	analytics	analytic	NOUN
flr-348	373	3	:	:	PUNCT
flr-348	373	4	ethical	ethical	ADJ
flr-348	373	5	issues	issue	NOUN
flr-348	373	6	and	and	CCONJ
flr-348	373	7	dilemmas	dilemma	NOUN
flr-348	373	8	.	.	PUNCT
flr-348	374	1	american	american	ADJ
flr-348	374	2	behavioral	behavioral	ADJ
flr-348	374	3	scientist	scientist	NOUN
flr-348	374	4	,	,	PUNCT
flr-348	374	5	57(10	57(10	PROPN
flr-348	374	6	)	)	PUNCT
flr-348	374	7	,	,	PUNCT
flr-348	374	8	1510	1510	NUM
flr-348	374	9	-	-	SYM
flr-348	374	10	1529	1529	NUM
flr-348	374	11	.	.	PUNCT
flr-348	375	1	doi	doi	NOUN
flr-348	375	2	:	:	PUNCT
flr-348	375	3	10.1177/0002764213479366	10.1177/0002764213479366	NUM
flr-348	375	4	suthers	suther	NOUN
flr-348	375	5	,	,	PUNCT
flr-348	375	6	d.	d.	PROPN
flr-348	375	7	,	,	PUNCT
flr-348	375	8	&	&	CCONJ
flr-348	375	9	verbert	verbert	PROPN
flr-348	375	10	,	,	PUNCT
flr-348	375	11	k.	k.	PROPN
flr-348	375	12	(	(	PUNCT
flr-348	375	13	2013	2013	NUM
flr-348	375	14	)	)	PUNCT
flr-348	375	15	.	.	PUNCT
flr-348	376	1	learning	learn	VERB
flr-348	376	2	analytics	analytic	NOUN
flr-348	376	3	as	as	ADP
flr-348	376	4	a	a	DET
flr-348	376	5	"	"	PUNCT
flr-348	376	6	middle	middle	ADJ
flr-348	376	7	space	space	NOUN
flr-348	376	8	"	"	PUNCT
flr-348	376	9	.	.	PUNCT
flr-348	377	1	paper	paper	NOUN
flr-348	377	2	presented	present	VERB
flr-348	377	3	at	at	ADP
flr-348	377	4	the	the	DET
flr-348	377	5	proceedings	proceeding	NOUN
flr-348	377	6	of	of	ADP
flr-348	377	7	the	the	DET
flr-348	377	8	third	third	ADJ
flr-348	377	9	international	international	ADJ
flr-348	377	10	conference	conference	NOUN
flr-348	377	11	on	on	ADP
flr-348	377	12	learning	learn	VERB
flr-348	377	13	analytics	analytic	NOUN
flr-348	377	14	and	and	CCONJ
flr-348	377	15	knowledge	knowledge	NOUN
flr-348	377	16	,	,	PUNCT
flr-348	377	17	leuven	leuven	PROPN
flr-348	377	18	,	,	PUNCT
flr-348	377	19	belgium	belgium	NOUN
flr-348	377	20	.	.	PUNCT
flr-348	378	1	tempelaar	tempelaar	PROPN
flr-348	378	2	,	,	PUNCT
flr-348	378	3	d.	d.	PROPN
flr-348	378	4	t.	t.	PROPN
flr-348	378	5	,	,	PUNCT
flr-348	378	6	rienties	rientie	NOUN
flr-348	378	7	,	,	PUNCT
flr-348	378	8	b.	b.	PROPN
flr-348	378	9	,	,	PUNCT
flr-348	378	10	&	&	CCONJ
flr-348	378	11	giesbers	giesbers	PROPN
flr-348	378	12	,	,	PUNCT
flr-348	378	13	b.	b.	PROPN
flr-348	378	14	(	(	PUNCT
flr-348	378	15	2015	2015	NUM
flr-348	378	16	)	)	PUNCT
flr-348	378	17	.	.	PUNCT
flr-348	379	1	in	in	ADP
flr-348	379	2	search	search	NOUN
flr-348	379	3	for	for	ADP
flr-348	379	4	the	the	DET
flr-348	379	5	most	most	ADV
flr-348	379	6	informative	informative	ADJ
flr-348	379	7	data	datum	NOUN
flr-348	379	8	for	for	ADP
flr-348	379	9	feedback	feedback	NOUN
flr-348	379	10	generation	generation	NOUN
flr-348	379	11	:	:	PUNCT
flr-348	379	12	learning	learn	VERB
flr-348	379	13	analytics	analytic	NOUN
flr-348	379	14	in	in	ADP
flr-348	379	15	a	a	DET
flr-348	379	16	data	data	NOUN
flr-348	379	17	-	-	PUNCT
flr-348	379	18	rich	rich	ADJ
flr-348	379	19	context	context	NOUN
flr-348	379	20	.	.	PUNCT
flr-348	380	1	computers	computer	NOUN
flr-348	380	2	in	in	ADP
flr-348	380	3	human	human	ADJ
flr-348	380	4	behavior	behavior	NOUN
flr-348	380	5	,	,	PUNCT
flr-348	380	6	47	47	NUM
flr-348	380	7	,	,	PUNCT
flr-348	380	8	157	157	NUM
flr-348	380	9	-	-	SYM
flr-348	380	10	167	167	NUM
flr-348	380	11	.	.	PUNCT
flr-348	381	1	doi	doi	NOUN
flr-348	381	2	:	:	PUNCT
flr-348	381	3	10.1016	10.1016	NUM
flr-348	381	4	/	/	SYM
flr-348	381	5	j.chb.2014.05.038	j.chb.2014.05.038	PROPN
flr-348	381	6	tempelaar	tempelaar	PROPN
flr-348	381	7	,	,	PUNCT
flr-348	381	8	d.	d.	PROPN
flr-348	381	9	t.	t.	PROPN
flr-348	381	10	,	,	PUNCT
flr-348	381	11	rienties	rientie	NOUN
flr-348	381	12	,	,	PUNCT
flr-348	381	13	b.	b.	PROPN
flr-348	381	14	,	,	PUNCT
flr-348	381	15	mittelmeier	mittelmeier	PROPN
flr-348	381	16	,	,	PUNCT
flr-348	381	17	j.	j.	PROPN
flr-348	381	18	,	,	PUNCT
flr-348	381	19	&	&	CCONJ
flr-348	381	20	nguyen	nguyen	PROPN
flr-348	381	21	,	,	PUNCT
flr-348	381	22	q.	q.	PROPN
flr-348	381	23	(	(	PUNCT
flr-348	381	24	2017	2017	NUM
flr-348	381	25	)	)	PUNCT
flr-348	381	26	.	.	PUNCT
flr-348	382	1	student	student	NOUN
flr-348	382	2	profiling	profiling	NOUN
flr-348	382	3	in	in	ADP
flr-348	382	4	a	a	DET
flr-348	382	5	dispositional	dispositional	ADJ
flr-348	382	6	learning	learn	VERB
flr-348	382	7	analytics	analytic	NOUN
flr-348	382	8	application	application	NOUN
flr-348	382	9	using	use	VERB
flr-348	382	10	formative	formative	ADJ
flr-348	382	11	assessment	assessment	NOUN
flr-348	382	12	.	.	PUNCT
flr-348	383	1	computers	computer	NOUN
flr-348	383	2	in	in	ADP
flr-348	383	3	human	human	ADJ
flr-348	383	4	behavior	behavior	NOUN
flr-348	383	5	,	,	PUNCT
flr-348	383	6	78	78	NUM
flr-348	383	7	,	,	PUNCT
flr-348	383	8	408	408	NUM
flr-348	383	9	-	-	SYM
flr-348	383	10	420	420	NUM
flr-348	383	11	.	.	PUNCT
flr-348	384	1	doi	doi	NOUN
flr-348	384	2	:	:	PUNCT
flr-348	384	3	10.1016	10.1016	NUM
flr-348	384	4	/	/	SYM
flr-348	384	5	j.chb.2017.08.010	j.chb.2017.08.010	PROPN
flr-348	384	6	van	van	PROPN
flr-348	384	7	leeuwen	leeuwen	PROPN
flr-348	384	8	,	,	PUNCT
flr-348	384	9	a.	a.	PROPN
flr-348	384	10	,	,	PUNCT
flr-348	384	11	janssen	janssen	PROPN
flr-348	384	12	,	,	PUNCT
flr-348	384	13	j.	j.	PROPN
flr-348	384	14	,	,	PUNCT
flr-348	384	15	erkens	erken	NOUN
flr-348	384	16	,	,	PUNCT
flr-348	384	17	g.	g.	PROPN
flr-348	384	18	,	,	PUNCT
flr-348	384	19	&	&	CCONJ
flr-348	384	20	brekelmans	brekelman	NOUN
flr-348	384	21	,	,	PUNCT
flr-348	384	22	m.	m.	NOUN
flr-348	384	23	(	(	PUNCT
flr-348	384	24	2015	2015	NUM
flr-348	384	25	)	)	PUNCT
flr-348	384	26	.	.	PUNCT
flr-348	385	1	teacher	teacher	NOUN
flr-348	385	2	regulation	regulation	NOUN
flr-348	385	3	of	of	ADP
flr-348	385	4	cognitive	cognitive	ADJ
flr-348	385	5	activities	activity	NOUN
flr-348	385	6	during	during	ADP
flr-348	385	7	student	student	NOUN
flr-348	385	8	collaboration	collaboration	NOUN
flr-348	385	9	:	:	PUNCT
flr-348	385	10	effects	effect	NOUN
flr-348	385	11	of	of	ADP
flr-348	385	12	learning	learn	VERB
flr-348	385	13	analytics	analytic	NOUN
flr-348	385	14	.	.	PUNCT
flr-348	386	1	computers	computer	NOUN
flr-348	386	2	&	&	CCONJ
flr-348	386	3	education	education	PROPN
flr-348	386	4	,	,	PUNCT
flr-348	386	5	90	90	NUM
flr-348	386	6	,	,	PUNCT
flr-348	386	7	80	80	NUM
flr-348	386	8	-	-	SYM
flr-348	386	9	94	94	NUM
flr-348	386	10	.	.	PUNCT
flr-348	387	1	doi	doi	NOUN
flr-348	387	2	:	:	PUNCT
flr-348	387	3	10.1016	10.1016	NUM
flr-348	387	4	/	/	SYM
flr-348	387	5	j.compedu.2015.09.006	j.compedu.2015.09.006	PRON
flr-348	387	6	winne	winne	PROPN
flr-348	387	7	,	,	PUNCT
flr-348	387	8	p.	p.	NOUN
flr-348	387	9	h.	h.	PROPN
flr-348	387	10	(	(	PUNCT
flr-348	387	11	2017	2017	NUM
flr-348	387	12	)	)	PUNCT
flr-348	387	13	.	.	PUNCT
flr-348	388	1	leveraging	leverage	VERB
flr-348	388	2	big	big	ADJ
flr-348	388	3	data	datum	NOUN
flr-348	388	4	to	to	PART
flr-348	388	5	help	help	VERB
flr-348	388	6	each	each	DET
flr-348	388	7	learner	learner	NOUN
flr-348	388	8	upgrade	upgrade	VERB
flr-348	388	9	learning	learn	VERB
flr-348	388	10	and	and	CCONJ
flr-348	388	11	accelerate	accelerate	VERB
flr-348	388	12	learning	learn	VERB
flr-348	388	13	science	science	NOUN
flr-348	388	14	.	.	PUNCT
flr-348	389	1	teachers	teacher	NOUN
flr-348	389	2	college	college	PROPN
flr-348	389	3	record	record	NOUN
flr-348	389	4	,	,	PUNCT
flr-348	389	5	119(13	119(13	NUM
flr-348	389	6	)	)	PUNCT
flr-348	389	7	,	,	PUNCT
flr-348	389	8	1	1	NUM
flr-348	389	9	-	-	SYM
flr-348	389	10	24	24	NUM
flr-348	389	11	.	.	PUNCT
flr-348	390	1	appendix	appendix	NOUN
flr-348	390	2	1	1	NUM
flr-348	390	3	:	:	PUNCT
flr-348	390	4	thematic	thematic	ADJ
flr-348	390	5	analysis	analysis	NOUN
flr-348	390	6	codes	code	NOUN