id	sid	tid	token	lemma	pos
easat-6335	1	1	edelweiss	edelweiss	PROPN
easat-6335	1	2	applied	apply	VERB
easat-6335	1	3	science	science	NOUN
easat-6335	1	4	and	and	CCONJ
easat-6335	1	5	technology	technology	NOUN
easat-6335	1	6	issn	issn	PROPN
easat-6335	1	7	:	:	PUNCT
easat-6335	1	8	2576	2576	NUM
easat-6335	1	9	-	-	SYM
easat-6335	1	10	8484	8484	NUM
easat-6335	1	11	vol	vol	NOUN
easat-6335	1	12	.	.	PROPN
easat-6335	2	1	9	9	NUM
easat-6335	2	2	,	,	PUNCT
easat-6335	2	3	no	no	INTJ
easat-6335	2	4	.	.	NOUN
easat-6335	2	5	4	4	NUM
easat-6335	2	6	,	,	PUNCT
easat-6335	2	7	1569	1569	NUM
easat-6335	2	8	-	-	SYM
easat-6335	2	9	1580	1580	NUM
easat-6335	2	10	2025	2025	NUM
easat-6335	2	11	publisher	publisher	NOUN
easat-6335	2	12	:	:	PUNCT
easat-6335	2	13	learning	learn	VERB
easat-6335	2	14	gate	gate	NOUN
easat-6335	2	15	doi	doi	PROPN
easat-6335	2	16	:	:	PUNCT
easat-6335	2	17	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	2	18	©	©	PROPN
easat-6335	2	19	2025	2025	NUM
easat-6335	2	20	by	by	ADP
easat-6335	2	21	the	the	DET
easat-6335	2	22	author	author	NOUN
easat-6335	2	23	;	;	PUNCT
easat-6335	2	24	licensee	licensee	PROPN
easat-6335	2	25	learning	learning	NOUN
easat-6335	2	26	gate	gate	NOUN
easat-6335	3	1	©	©	PROPN
easat-6335	3	2	2025	2025	NUM
easat-6335	3	3	by	by	ADP
easat-6335	3	4	the	the	DET
easat-6335	3	5	author	author	NOUN
easat-6335	3	6	;	;	PUNCT
easat-6335	3	7	licensee	licensee	PROPN
easat-6335	3	8	learning	learning	NOUN
easat-6335	3	9	gate	gate	NOUN
easat-6335	3	10	history	history	NOUN
easat-6335	3	11	:	:	PUNCT
easat-6335	3	12	received	receive	VERB
easat-6335	3	13	:	:	PUNCT
easat-6335	3	14	13	13	NUM
easat-6335	3	15	february	february	NOUN
easat-6335	3	16	2025	2025	NUM
easat-6335	3	17	;	;	PUNCT
easat-6335	3	18	revised	revise	VERB
easat-6335	3	19	:	:	PUNCT
easat-6335	3	20	4	4	NUM
easat-6335	3	21	april	april	PROPN
easat-6335	3	22	2025	2025	NUM
easat-6335	3	23	;	;	PUNCT
easat-6335	3	24	accepted	accept	VERB
easat-6335	3	25	:	:	PUNCT
easat-6335	3	26	8	8	NUM
easat-6335	3	27	april	april	PROPN
easat-6335	3	28	2025	2025	NUM
easat-6335	3	29	;	;	PUNCT
easat-6335	3	30	published	publish	VERB
easat-6335	3	31	:	:	PUNCT
easat-6335	3	32	17	17	NUM
easat-6335	3	33	april	april	PROPN
easat-6335	3	34	2025	2025	NUM
easat-6335	3	35	*	*	PUNCT
easat-6335	3	36	correspondence	correspondence	NOUN
easat-6335	3	37	:	:	PUNCT
easat-6335	3	38	kurhayadi@unfari.ac.id	kurhayadi@unfari.ac.id	NOUN
easat-6335	3	39	evaluating	evaluate	VERB
easat-6335	3	40	the	the	DET
easat-6335	3	41	readiness	readiness	NOUN
easat-6335	3	42	of	of	ADP
easat-6335	3	43	public	public	ADJ
easat-6335	3	44	institutions	institution	NOUN
easat-6335	3	45	for	for	ADP
easat-6335	3	46	ai	ai	ADJ
easat-6335	3	47	-	-	PUNCT
easat-6335	3	48	driven	drive	VERB
easat-6335	3	49	decision	decision	NOUN
easat-6335	3	50	making	make	VERB
easat-6335	3	51	:	:	PUNCT
easat-6335	3	52	a	a	DET
easat-6335	3	53	framework	framework	NOUN
easat-6335	3	54	for	for	ADP
easat-6335	3	55	adaptive	adaptive	ADJ
easat-6335	3	56	governance	governance	NOUN
easat-6335	3	57	kurhayadi1	kurhayadi1	PROPN
easat-6335	4	1	*	*	PROPN
easat-6335	4	2	1universitas	1universitas	NUM
easat-6335	4	3	al	al	PROPN
easat-6335	4	4	-	-	PUNCT
easat-6335	4	5	ghifari	ghifari	NOUN
easat-6335	4	6	,	,	PUNCT
easat-6335	4	7	bandung	bandung	PROPN
easat-6335	4	8	,	,	PUNCT
easat-6335	4	9	indonesia	indonesia	PROPN
easat-6335	4	10	;	;	PUNCT
easat-6335	4	11	kurhayadi@unfari.ac.id	kurhayadi@unfari.ac.id	PROPN
easat-6335	4	12	(	(	PUNCT
easat-6335	4	13	k.	k.	NOUN
easat-6335	4	14	)	)	PUNCT
easat-6335	4	15	abstract	abstract	NOUN
easat-6335	4	16	:	:	PUNCT
easat-6335	4	17	the	the	DET
easat-6335	4	18	rapid	rapid	ADJ
easat-6335	4	19	advancement	advancement	NOUN
easat-6335	4	20	of	of	ADP
easat-6335	4	21	artificial	artificial	ADJ
easat-6335	4	22	intelligence	intelligence	NOUN
easat-6335	4	23	(	(	PUNCT
easat-6335	4	24	ai	ai	NOUN
easat-6335	4	25	)	)	PUNCT
easat-6335	4	26	technologies	technology	NOUN
easat-6335	4	27	is	be	AUX
easat-6335	4	28	reshaping	reshape	VERB
easat-6335	4	29	decisionmaking	decisionmake	VERB
easat-6335	4	30	processes	process	NOUN
easat-6335	4	31	across	across	ADP
easat-6335	4	32	various	various	ADJ
easat-6335	4	33	sectors	sector	NOUN
easat-6335	4	34	,	,	PUNCT
easat-6335	4	35	including	include	VERB
easat-6335	4	36	public	public	ADJ
easat-6335	4	37	administration	administration	NOUN
easat-6335	4	38	.	.	PUNCT
easat-6335	5	1	however	however	ADV
easat-6335	5	2	,	,	PUNCT
easat-6335	5	3	the	the	DET
easat-6335	5	4	readiness	readiness	NOUN
easat-6335	5	5	of	of	ADP
easat-6335	5	6	public	public	ADJ
easat-6335	5	7	institutions	institution	NOUN
easat-6335	5	8	to	to	PART
easat-6335	5	9	adopt	adopt	VERB
easat-6335	5	10	ai	ai	VERB
easat-6335	5	11	-	-	PUNCT
easat-6335	5	12	driven	drive	VERB
easat-6335	5	13	decision	decision	NOUN
easat-6335	5	14	-	-	PUNCT
easat-6335	5	15	making	making	NOUN
easat-6335	5	16	remains	remain	VERB
easat-6335	5	17	a	a	DET
easat-6335	5	18	critical	critical	ADJ
easat-6335	5	19	and	and	CCONJ
easat-6335	5	20	underexplored	underexplored	ADJ
easat-6335	5	21	area	area	NOUN
easat-6335	5	22	.	.	PUNCT
easat-6335	6	1	this	this	DET
easat-6335	6	2	study	study	NOUN
easat-6335	6	3	employs	employ	VERB
easat-6335	6	4	a	a	DET
easat-6335	6	5	systematic	systematic	ADJ
easat-6335	6	6	literature	literature	NOUN
easat-6335	6	7	review	review	NOUN
easat-6335	6	8	method	method	NOUN
easat-6335	6	9	to	to	PART
easat-6335	6	10	evaluate	evaluate	VERB
easat-6335	6	11	the	the	DET
easat-6335	6	12	current	current	ADJ
easat-6335	6	13	state	state	NOUN
easat-6335	6	14	of	of	ADP
easat-6335	6	15	institutional	institutional	ADJ
easat-6335	6	16	readiness	readiness	NOUN
easat-6335	6	17	for	for	ADP
easat-6335	6	18	ai	ai	PRON
easat-6335	6	19	adoption	adoption	NOUN
easat-6335	6	20	within	within	ADP
easat-6335	6	21	the	the	DET
easat-6335	6	22	public	public	ADJ
easat-6335	6	23	sector	sector	NOUN
easat-6335	6	24	,	,	PUNCT
easat-6335	6	25	while	while	SCONJ
easat-6335	6	26	simultaneously	simultaneously	ADV
easat-6335	6	27	proposing	propose	VERB
easat-6335	6	28	a	a	DET
easat-6335	6	29	conceptual	conceptual	ADJ
easat-6335	6	30	framework	framework	NOUN
easat-6335	6	31	grounded	ground	VERB
easat-6335	6	32	in	in	ADP
easat-6335	6	33	adaptive	adaptive	ADJ
easat-6335	6	34	governance	governance	NOUN
easat-6335	6	35	principles	principle	NOUN
easat-6335	6	36	.	.	PUNCT
easat-6335	7	1	by	by	ADP
easat-6335	7	2	synthesizing	synthesize	VERB
easat-6335	7	3	findings	finding	NOUN
easat-6335	7	4	from	from	ADP
easat-6335	7	5	peer	peer	NOUN
easat-6335	7	6	-	-	PUNCT
easat-6335	7	7	reviewed	review	VERB
easat-6335	7	8	journals	journal	NOUN
easat-6335	7	9	,	,	PUNCT
easat-6335	7	10	policy	policy	NOUN
easat-6335	7	11	reports	report	NOUN
easat-6335	7	12	,	,	PUNCT
easat-6335	7	13	and	and	CCONJ
easat-6335	7	14	empirical	empirical	ADJ
easat-6335	7	15	studies	study	NOUN
easat-6335	7	16	published	publish	VERB
easat-6335	7	17	between	between	ADP
easat-6335	7	18	2013	2013	NUM
easat-6335	7	19	and	and	CCONJ
easat-6335	7	20	2023	2023	NUM
easat-6335	7	21	,	,	PUNCT
easat-6335	7	22	this	this	DET
easat-6335	7	23	article	article	NOUN
easat-6335	7	24	identifies	identify	VERB
easat-6335	7	25	key	key	ADJ
easat-6335	7	26	dimensions	dimension	NOUN
easat-6335	7	27	of	of	ADP
easat-6335	7	28	readiness	readiness	NOUN
easat-6335	7	29	,	,	PUNCT
easat-6335	7	30	including	include	VERB
easat-6335	7	31	institutional	institutional	ADJ
easat-6335	7	32	capacity	capacity	NOUN
easat-6335	7	33	,	,	PUNCT
easat-6335	7	34	digital	digital	ADJ
easat-6335	7	35	infrastructure	infrastructure	NOUN
easat-6335	7	36	,	,	PUNCT
easat-6335	7	37	regulatory	regulatory	ADJ
easat-6335	7	38	frameworks	framework	NOUN
easat-6335	7	39	,	,	PUNCT
easat-6335	7	40	human	human	ADJ
easat-6335	7	41	resource	resource	NOUN
easat-6335	7	42	competencies	competency	NOUN
easat-6335	7	43	,	,	PUNCT
easat-6335	7	44	and	and	CCONJ
easat-6335	7	45	ethical	ethical	ADJ
easat-6335	7	46	safeguards	safeguard	NOUN
easat-6335	7	47	.	.	PUNCT
easat-6335	8	1	the	the	DET
easat-6335	8	2	review	review	NOUN
easat-6335	8	3	reveals	reveal	VERB
easat-6335	8	4	significant	significant	ADJ
easat-6335	8	5	disparities	disparity	NOUN
easat-6335	8	6	across	across	ADP
easat-6335	8	7	countries	country	NOUN
easat-6335	8	8	and	and	CCONJ
easat-6335	8	9	institutional	institutional	ADJ
easat-6335	8	10	levels	level	NOUN
easat-6335	8	11	,	,	PUNCT
easat-6335	8	12	with	with	ADP
easat-6335	8	13	many	many	ADJ
easat-6335	8	14	public	public	ADJ
easat-6335	8	15	entities	entity	NOUN
easat-6335	8	16	struggling	struggle	VERB
easat-6335	8	17	to	to	PART
easat-6335	8	18	integrate	integrate	VERB
easat-6335	8	19	ai	ai	VERB
easat-6335	8	20	in	in	ADP
easat-6335	8	21	a	a	DET
easat-6335	8	22	manner	manner	NOUN
easat-6335	8	23	that	that	PRON
easat-6335	8	24	aligns	align	VERB
easat-6335	8	25	with	with	ADP
easat-6335	8	26	democratic	democratic	ADJ
easat-6335	8	27	accountability	accountability	NOUN
easat-6335	8	28	,	,	PUNCT
easat-6335	8	29	transparency	transparency	NOUN
easat-6335	8	30	,	,	PUNCT
easat-6335	8	31	and	and	CCONJ
easat-6335	8	32	citizen	citizen	PROPN
easat-6335	8	33	trust	trust	NOUN
easat-6335	8	34	.	.	PUNCT
easat-6335	9	1	furthermore	furthermore	ADV
easat-6335	9	2	,	,	PUNCT
easat-6335	9	3	the	the	DET
easat-6335	9	4	study	study	NOUN
easat-6335	9	5	highlights	highlight	VERB
easat-6335	9	6	the	the	DET
easat-6335	9	7	growing	grow	VERB
easat-6335	9	8	relevance	relevance	NOUN
easat-6335	9	9	of	of	ADP
easat-6335	9	10	adaptive	adaptive	ADJ
easat-6335	9	11	governance	governance	NOUN
easat-6335	9	12	approaches	approach	NOUN
easat-6335	9	13	that	that	PRON
easat-6335	9	14	emphasize	emphasize	VERB
easat-6335	9	15	flexibility	flexibility	NOUN
easat-6335	9	16	,	,	PUNCT
easat-6335	9	17	iterative	iterative	NOUN
easat-6335	9	18	learning	learning	NOUN
easat-6335	9	19	,	,	PUNCT
easat-6335	9	20	and	and	CCONJ
easat-6335	9	21	stakeholder	stakeholder	NOUN
easat-6335	9	22	collaboration	collaboration	NOUN
easat-6335	9	23	in	in	ADP
easat-6335	9	24	navigating	navigate	VERB
easat-6335	9	25	the	the	DET
easat-6335	9	26	complexities	complexity	NOUN
easat-6335	9	27	of	of	ADP
easat-6335	9	28	ai	ai	ADJ
easat-6335	9	29	integration	integration	NOUN
easat-6335	9	30	.	.	PUNCT
easat-6335	10	1	the	the	DET
easat-6335	10	2	proposed	propose	VERB
easat-6335	10	3	framework	framework	NOUN
easat-6335	10	4	serves	serve	VERB
easat-6335	10	5	as	as	ADP
easat-6335	10	6	a	a	DET
easat-6335	10	7	diagnostic	diagnostic	ADJ
easat-6335	10	8	tool	tool	NOUN
easat-6335	10	9	for	for	ADP
easat-6335	10	10	assessing	assess	VERB
easat-6335	10	11	institutional	institutional	ADJ
easat-6335	10	12	preparedness	preparedness	NOUN
easat-6335	10	13	and	and	CCONJ
easat-6335	10	14	guiding	guide	VERB
easat-6335	10	15	future	future	ADJ
easat-6335	10	16	reforms	reform	NOUN
easat-6335	10	17	.	.	PUNCT
easat-6335	11	1	ultimately	ultimately	ADV
easat-6335	11	2	,	,	PUNCT
easat-6335	11	3	this	this	DET
easat-6335	11	4	article	article	NOUN
easat-6335	11	5	contributes	contribute	VERB
easat-6335	11	6	to	to	ADP
easat-6335	11	7	the	the	DET
easat-6335	11	8	literature	literature	NOUN
easat-6335	11	9	on	on	ADP
easat-6335	11	10	ai	ai	PROPN
easat-6335	11	11	in	in	ADP
easat-6335	11	12	public	public	ADJ
easat-6335	11	13	administration	administration	NOUN
easat-6335	11	14	by	by	ADP
easat-6335	11	15	offering	offer	VERB
easat-6335	11	16	actionable	actionable	ADJ
easat-6335	11	17	insights	insight	NOUN
easat-6335	11	18	for	for	ADP
easat-6335	11	19	policymakers	policymaker	NOUN
easat-6335	11	20	,	,	PUNCT
easat-6335	11	21	administrators	administrator	NOUN
easat-6335	11	22	,	,	PUNCT
easat-6335	11	23	and	and	CCONJ
easat-6335	11	24	scholars	scholar	NOUN
easat-6335	11	25	seeking	seek	VERB
easat-6335	11	26	to	to	PART
easat-6335	11	27	foster	foster	VERB
easat-6335	11	28	responsible	responsible	ADJ
easat-6335	11	29	and	and	CCONJ
easat-6335	11	30	adaptive	adaptive	ADJ
easat-6335	11	31	ai	ai	VERB
easat-6335	11	32	adoption	adoption	NOUN
easat-6335	11	33	in	in	ADP
easat-6335	11	34	public	public	ADJ
easat-6335	11	35	institutions	institution	NOUN
easat-6335	11	36	.	.	PUNCT
easat-6335	12	1	keywords	keyword	NOUN
easat-6335	12	2	:	:	PUNCT
easat-6335	12	3	adaptive	adaptive	ADJ
easat-6335	12	4	governance	governance	NOUN
easat-6335	12	5	,	,	PUNCT
easat-6335	12	6	artificial	artificial	ADJ
easat-6335	12	7	intelligence	intelligence	NOUN
easat-6335	12	8	,	,	PUNCT
easat-6335	12	9	digital	digital	ADJ
easat-6335	12	10	transformation	transformation	NOUN
easat-6335	12	11	,	,	PUNCT
easat-6335	12	12	institutional	institutional	ADJ
easat-6335	12	13	readiness	readiness	NOUN
easat-6335	12	14	,	,	PUNCT
easat-6335	12	15	public	public	ADJ
easat-6335	12	16	administration	administration	NOUN
easat-6335	12	17	,	,	PUNCT
easat-6335	12	18	public	public	ADJ
easat-6335	12	19	sector	sector	NOUN
easat-6335	12	20	innovation	innovation	NOUN
easat-6335	12	21	.	.	PUNCT
easat-6335	13	1	1	1	X
easat-6335	13	2	.	.	X
easat-6335	13	3	introduction	introduction	NOUN
easat-6335	13	4	the	the	DET
easat-6335	13	5	integration	integration	NOUN
easat-6335	13	6	of	of	ADP
easat-6335	13	7	artificial	artificial	ADJ
easat-6335	13	8	intelligence	intelligence	NOUN
easat-6335	13	9	(	(	PUNCT
easat-6335	13	10	ai	ai	NOUN
easat-6335	13	11	)	)	PUNCT
easat-6335	13	12	into	into	ADP
easat-6335	13	13	the	the	DET
easat-6335	13	14	public	public	ADJ
easat-6335	13	15	sector	sector	NOUN
easat-6335	13	16	has	have	AUX
easat-6335	13	17	transformed	transform	VERB
easat-6335	13	18	how	how	SCONJ
easat-6335	13	19	governments	government	NOUN
easat-6335	13	20	approach	approach	VERB
easat-6335	13	21	policy	policy	NOUN
easat-6335	13	22	formulation	formulation	NOUN
easat-6335	13	23	,	,	PUNCT
easat-6335	13	24	service	service	NOUN
easat-6335	13	25	delivery	delivery	NOUN
easat-6335	13	26	,	,	PUNCT
easat-6335	13	27	and	and	CCONJ
easat-6335	13	28	administrative	administrative	ADJ
easat-6335	13	29	decision	decision	NOUN
easat-6335	13	30	-	-	PUNCT
easat-6335	13	31	making	making	NOUN
easat-6335	13	32	.	.	PUNCT
easat-6335	14	1	ai	ai	VERB
easat-6335	14	2	technologies	technology	NOUN
easat-6335	14	3	have	have	AUX
easat-6335	14	4	enabled	enable	VERB
easat-6335	14	5	public	public	ADJ
easat-6335	14	6	institutions	institution	NOUN
easat-6335	14	7	to	to	PART
easat-6335	14	8	analyze	analyze	VERB
easat-6335	14	9	large	large	ADJ
easat-6335	14	10	-	-	PUNCT
easat-6335	14	11	scale	scale	NOUN
easat-6335	14	12	data	datum	NOUN
easat-6335	14	13	,	,	PUNCT
easat-6335	14	14	automate	automate	ADJ
easat-6335	14	15	routine	routine	ADJ
easat-6335	14	16	functions	function	NOUN
easat-6335	14	17	,	,	PUNCT
easat-6335	14	18	and	and	CCONJ
easat-6335	14	19	predict	predict	VERB
easat-6335	14	20	trends	trend	NOUN
easat-6335	14	21	that	that	PRON
easat-6335	14	22	inform	inform	VERB
easat-6335	14	23	strategic	strategic	ADJ
easat-6335	14	24	actions	action	NOUN
easat-6335	14	25	[	[	X
easat-6335	14	26	1	1	NUM
easat-6335	14	27	]	]	PUNCT
easat-6335	14	28	.	.	PUNCT
easat-6335	15	1	governments	government	NOUN
easat-6335	15	2	in	in	ADP
easat-6335	15	3	both	both	DET
easat-6335	15	4	developed	developed	ADJ
easat-6335	15	5	and	and	CCONJ
easat-6335	15	6	developing	develop	VERB
easat-6335	15	7	countries	country	NOUN
easat-6335	15	8	are	be	AUX
easat-6335	15	9	experimenting	experiment	VERB
easat-6335	15	10	with	with	ADP
easat-6335	15	11	ai	ai	ADJ
easat-6335	15	12	-	-	PUNCT
easat-6335	15	13	driven	drive	VERB
easat-6335	15	14	platforms	platform	NOUN
easat-6335	15	15	to	to	PART
easat-6335	15	16	enhance	enhance	VERB
easat-6335	15	17	efficiency	efficiency	NOUN
easat-6335	15	18	and	and	CCONJ
easat-6335	15	19	citizen	citizen	NOUN
easat-6335	15	20	responsiveness	responsiveness	NOUN
easat-6335	15	21	across	across	ADP
easat-6335	15	22	various	various	ADJ
easat-6335	15	23	domains	domain	NOUN
easat-6335	15	24	,	,	PUNCT
easat-6335	15	25	including	include	VERB
easat-6335	15	26	health	health	NOUN
easat-6335	15	27	,	,	PUNCT
easat-6335	15	28	transportation	transportation	NOUN
easat-6335	15	29	,	,	PUNCT
easat-6335	15	30	education	education	NOUN
easat-6335	15	31	,	,	PUNCT
easat-6335	15	32	and	and	CCONJ
easat-6335	15	33	welfare	welfare	NOUN
easat-6335	15	34	[	[	X
easat-6335	15	35	2	2	NUM
easat-6335	15	36	]	]	PUNCT
easat-6335	15	37	.	.	PUNCT
easat-6335	16	1	the	the	DET
easat-6335	16	2	expansion	expansion	NOUN
easat-6335	16	3	of	of	ADP
easat-6335	16	4	ai	ai	ADJ
easat-6335	16	5	capabilities	capability	NOUN
easat-6335	16	6	is	be	AUX
easat-6335	16	7	encouraging	encourage	VERB
easat-6335	16	8	the	the	DET
easat-6335	16	9	modernization	modernization	NOUN
easat-6335	16	10	of	of	ADP
easat-6335	16	11	governance	governance	NOUN
easat-6335	16	12	systems	system	NOUN
easat-6335	16	13	through	through	ADP
easat-6335	16	14	innovations	innovation	NOUN
easat-6335	16	15	such	such	ADJ
easat-6335	16	16	as	as	ADP
easat-6335	16	17	predictive	predictive	ADJ
easat-6335	16	18	policing	policing	NOUN
easat-6335	16	19	,	,	PUNCT
easat-6335	16	20	algorithmic	algorithmic	ADJ
easat-6335	16	21	risk	risk	NOUN
easat-6335	16	22	assessments	assessment	NOUN
easat-6335	16	23	,	,	PUNCT
easat-6335	16	24	and	and	CCONJ
easat-6335	16	25	automated	automate	VERB
easat-6335	16	26	benefit	benefit	NOUN
easat-6335	16	27	allocation	allocation	NOUN
easat-6335	16	28	[	[	X
easat-6335	16	29	3	3	NUM
easat-6335	16	30	]	]	PUNCT
easat-6335	16	31	.	.	PUNCT
easat-6335	17	1	public	public	ADJ
easat-6335	17	2	administrators	administrator	NOUN
easat-6335	17	3	are	be	AUX
easat-6335	17	4	increasingly	increasingly	ADV
easat-6335	17	5	relying	rely	VERB
easat-6335	17	6	on	on	ADP
easat-6335	17	7	ai	ai	VERB
easat-6335	17	8	to	to	PART
easat-6335	17	9	supplement	supplement	VERB
easat-6335	17	10	complex	complex	ADJ
easat-6335	17	11	decision	decision	NOUN
easat-6335	17	12	-	-	PUNCT
easat-6335	17	13	making	making	NOUN
easat-6335	17	14	,	,	PUNCT
easat-6335	17	15	especially	especially	ADV
easat-6335	17	16	in	in	ADP
easat-6335	17	17	contexts	context	NOUN
easat-6335	17	18	where	where	SCONJ
easat-6335	17	19	speed	speed	NOUN
easat-6335	17	20	and	and	CCONJ
easat-6335	17	21	accuracy	accuracy	NOUN
easat-6335	17	22	are	be	AUX
easat-6335	17	23	critical	critical	ADJ
easat-6335	17	24	.	.	PUNCT
easat-6335	18	1	evidence	evidence	NOUN
easat-6335	18	2	from	from	ADP
easat-6335	18	3	empirical	empirical	ADJ
easat-6335	18	4	studies	study	NOUN
easat-6335	18	5	suggests	suggest	VERB
easat-6335	18	6	that	that	SCONJ
easat-6335	18	7	aisupported	aisupporte	VERB
easat-6335	18	8	decisions	decision	NOUN
easat-6335	18	9	can	can	AUX
easat-6335	18	10	outperform	outperform	VERB
easat-6335	18	11	traditional	traditional	ADJ
easat-6335	18	12	models	model	NOUN
easat-6335	18	13	in	in	ADP
easat-6335	18	14	terms	term	NOUN
easat-6335	18	15	of	of	ADP
easat-6335	18	16	consistency	consistency	NOUN
easat-6335	18	17	and	and	CCONJ
easat-6335	18	18	resource	resource	NOUN
easat-6335	18	19	optimization	optimization	NOUN
easat-6335	18	20	[	[	X
easat-6335	18	21	4	4	NUM
easat-6335	18	22	]	]	PUNCT
easat-6335	18	23	.	.	PUNCT
easat-6335	19	1	while	while	SCONJ
easat-6335	19	2	ai	ai	VERB
easat-6335	19	3	adoption	adoption	NOUN
easat-6335	19	4	offers	offer	VERB
easat-6335	19	5	promising	promising	ADJ
easat-6335	19	6	benefits	benefit	NOUN
easat-6335	19	7	,	,	PUNCT
easat-6335	19	8	public	public	ADJ
easat-6335	19	9	institutions	institution	NOUN
easat-6335	19	10	often	often	ADV
easat-6335	19	11	face	face	VERB
easat-6335	19	12	barriers	barrier	NOUN
easat-6335	19	13	such	such	ADJ
easat-6335	19	14	as	as	ADP
easat-6335	19	15	inadequate	inadequate	ADJ
easat-6335	19	16	infrastructure	infrastructure	NOUN
easat-6335	19	17	,	,	PUNCT
easat-6335	19	18	limited	limited	ADJ
easat-6335	19	19	technical	technical	ADJ
easat-6335	19	20	expertise	expertise	NOUN
easat-6335	19	21	,	,	PUNCT
easat-6335	19	22	and	and	CCONJ
easat-6335	19	23	lack	lack	NOUN
easat-6335	19	24	of	of	ADP
easat-6335	19	25	interdepartmental	interdepartmental	ADJ
easat-6335	19	26	coordination	coordination	NOUN
easat-6335	19	27	[	[	X
easat-6335	19	28	5	5	NUM
easat-6335	19	29	]	]	PUNCT
easat-6335	19	30	.	.	PUNCT
easat-6335	20	1	concerns	concern	NOUN
easat-6335	20	2	related	relate	VERB
easat-6335	20	3	to	to	ADP
easat-6335	20	4	algorithmic	algorithmic	ADJ
easat-6335	20	5	bias	bias	NOUN
easat-6335	20	6	,	,	PUNCT
easat-6335	20	7	data	data	NOUN
easat-6335	20	8	privacy	privacy	NOUN
easat-6335	20	9	,	,	PUNCT
easat-6335	20	10	and	and	CCONJ
easat-6335	20	11	procedural	procedural	ADJ
easat-6335	20	12	transparency	transparency	NOUN
easat-6335	20	13	further	far	ADV
easat-6335	20	14	complicate	complicate	VERB
easat-6335	20	15	the	the	DET
easat-6335	20	16	integration	integration	NOUN
easat-6335	20	17	of	of	ADP
easat-6335	20	18	ai	ai	VERB
easat-6335	20	19	into	into	ADP
easat-6335	20	20	democratic	democratic	ADJ
easat-6335	20	21	governance	governance	NOUN
easat-6335	20	22	frameworks	framework	NOUN
easat-6335	20	23	[	[	X
easat-6335	20	24	6	6	NUM
easat-6335	20	25	]	]	PUNCT
easat-6335	20	26	.	.	PUNCT
easat-6335	21	1	1570	1570	NUM
easat-6335	21	2	edelweiss	edelweiss	PROPN
easat-6335	21	3	applied	apply	VERB
easat-6335	21	4	science	science	NOUN
easat-6335	21	5	and	and	CCONJ
easat-6335	21	6	technology	technology	NOUN
easat-6335	21	7	issn	issn	PROPN
easat-6335	21	8	:	:	PUNCT
easat-6335	21	9	2576	2576	NUM
easat-6335	21	10	-	-	SYM
easat-6335	21	11	8484	8484	NUM
easat-6335	21	12	vol	vol	NOUN
easat-6335	21	13	.	.	PROPN
easat-6335	22	1	9	9	NUM
easat-6335	22	2	,	,	PUNCT
easat-6335	22	3	no	no	INTJ
easat-6335	22	4	.	.	NOUN
easat-6335	22	5	4	4	NUM
easat-6335	22	6	:	:	SYM
easat-6335	22	7	1569	1569	NUM
easat-6335	22	8	-	-	SYM
easat-6335	22	9	1580	1580	NUM
easat-6335	22	10	,	,	PUNCT
easat-6335	22	11	2025	2025	NUM
easat-6335	22	12	doi	doi	NOUN
easat-6335	22	13	:	:	PUNCT
easat-6335	22	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	22	15	©	©	PROPN
easat-6335	22	16	2025	2025	NUM
easat-6335	22	17	by	by	ADP
easat-6335	22	18	the	the	DET
easat-6335	22	19	author	author	NOUN
easat-6335	22	20	;	;	PUNCT
easat-6335	22	21	licensee	licensee	PROPN
easat-6335	22	22	learning	learning	NOUN
easat-6335	22	23	gate	gate	VERB
easat-6335	22	24	public	public	ADJ
easat-6335	22	25	resistance	resistance	NOUN
easat-6335	22	26	may	may	AUX
easat-6335	22	27	increase	increase	VERB
easat-6335	22	28	if	if	SCONJ
easat-6335	22	29	ai	ai	PROPN
easat-6335	22	30	systems	system	NOUN
easat-6335	22	31	are	be	AUX
easat-6335	22	32	perceived	perceive	VERB
easat-6335	22	33	as	as	ADP
easat-6335	22	34	opaque	opaque	NOUN
easat-6335	22	35	or	or	CCONJ
easat-6335	22	36	unfair	unfair	ADJ
easat-6335	22	37	,	,	PUNCT
easat-6335	22	38	undermining	undermine	VERB
easat-6335	22	39	trust	trust	NOUN
easat-6335	22	40	in	in	ADP
easat-6335	22	41	government	government	NOUN
easat-6335	22	42	interventions	intervention	NOUN
easat-6335	22	43	[	[	X
easat-6335	22	44	7	7	NUM
easat-6335	22	45	]	]	PUNCT
easat-6335	22	46	.	.	PUNCT
easat-6335	23	1	institutional	institutional	ADJ
easat-6335	23	2	readiness	readiness	NOUN
easat-6335	23	3	,	,	PUNCT
easat-6335	23	4	therefore	therefore	ADV
easat-6335	23	5	,	,	PUNCT
easat-6335	23	6	emerges	emerge	VERB
easat-6335	23	7	as	as	ADP
easat-6335	23	8	a	a	DET
easat-6335	23	9	pivotal	pivotal	ADJ
easat-6335	23	10	factor	factor	NOUN
easat-6335	23	11	in	in	ADP
easat-6335	23	12	determining	determine	VERB
easat-6335	23	13	the	the	DET
easat-6335	23	14	success	success	NOUN
easat-6335	23	15	or	or	CCONJ
easat-6335	23	16	failure	failure	NOUN
easat-6335	23	17	of	of	ADP
easat-6335	23	18	ai	ai	PROPN
easat-6335	23	19	initiatives	initiative	NOUN
easat-6335	23	20	within	within	ADP
easat-6335	23	21	public	public	ADJ
easat-6335	23	22	governance	governance	NOUN
easat-6335	23	23	.	.	PUNCT
easat-6335	24	1	the	the	DET
easat-6335	24	2	capacity	capacity	NOUN
easat-6335	24	3	to	to	PART
easat-6335	24	4	adopt	adopt	VERB
easat-6335	24	5	ai	ai	VERB
easat-6335	24	6	involves	involve	VERB
easat-6335	24	7	not	not	PART
easat-6335	24	8	only	only	ADV
easat-6335	24	9	technological	technological	ADJ
easat-6335	24	10	preparedness	preparedness	NOUN
easat-6335	24	11	but	but	CCONJ
easat-6335	24	12	also	also	ADV
easat-6335	24	13	organizational	organizational	ADJ
easat-6335	24	14	willingness	willingness	NOUN
easat-6335	24	15	to	to	PART
easat-6335	24	16	adapt	adapt	VERB
easat-6335	24	17	,	,	PUNCT
easat-6335	24	18	policy	policy	NOUN
easat-6335	24	19	coherence	coherence	NOUN
easat-6335	24	20	,	,	PUNCT
easat-6335	24	21	and	and	CCONJ
easat-6335	24	22	alignment	alignment	NOUN
easat-6335	24	23	with	with	ADP
easat-6335	24	24	ethical	ethical	ADJ
easat-6335	24	25	standards	standard	NOUN
easat-6335	24	26	[	[	X
easat-6335	24	27	8	8	NUM
easat-6335	24	28	]	]	PUNCT
easat-6335	24	29	.	.	PUNCT
easat-6335	25	1	a	a	DET
easat-6335	25	2	growing	grow	VERB
easat-6335	25	3	body	body	NOUN
easat-6335	25	4	of	of	ADP
easat-6335	25	5	literature	literature	NOUN
easat-6335	25	6	calls	call	VERB
easat-6335	25	7	for	for	SCONJ
easat-6335	25	8	a	a	DET
easat-6335	25	9	structured	structured	ADJ
easat-6335	25	10	approach	approach	NOUN
easat-6335	25	11	to	to	PART
easat-6335	25	12	assess	assess	VERB
easat-6335	25	13	how	how	SCONJ
easat-6335	25	14	well	well	ADV
easat-6335	25	15	institutions	institution	NOUN
easat-6335	25	16	are	be	AUX
easat-6335	25	17	prepared	prepare	VERB
easat-6335	25	18	for	for	ADP
easat-6335	25	19	ai	ai	VERB
easat-6335	25	20	-	-	PUNCT
easat-6335	25	21	driven	drive	VERB
easat-6335	25	22	reforms	reform	NOUN
easat-6335	25	23	,	,	PUNCT
easat-6335	25	24	especially	especially	ADV
easat-6335	25	25	in	in	ADP
easat-6335	25	26	lowand	lowand	ADJ
easat-6335	25	27	middle	middle	ADJ
easat-6335	25	28	-	-	PUNCT
easat-6335	25	29	income	income	NOUN
easat-6335	25	30	countries	country	NOUN
easat-6335	25	31	.	.	PUNCT
easat-6335	26	1	there	there	PRON
easat-6335	26	2	is	be	VERB
easat-6335	26	3	a	a	DET
easat-6335	26	4	lack	lack	NOUN
easat-6335	26	5	of	of	ADP
easat-6335	26	6	integrative	integrative	ADJ
easat-6335	26	7	frameworks	framework	NOUN
easat-6335	26	8	that	that	PRON
easat-6335	26	9	comprehensively	comprehensively	ADV
easat-6335	26	10	map	map	VERB
easat-6335	26	11	the	the	DET
easat-6335	26	12	variables	variable	NOUN
easat-6335	26	13	influencing	influence	VERB
easat-6335	26	14	readiness	readiness	NOUN
easat-6335	26	15	and	and	CCONJ
easat-6335	26	16	provide	provide	VERB
easat-6335	26	17	diagnostic	diagnostic	ADJ
easat-6335	26	18	tools	tool	NOUN
easat-6335	26	19	for	for	ADP
easat-6335	26	20	policymakers	policymaker	NOUN
easat-6335	26	21	.	.	PUNCT
easat-6335	27	1	the	the	DET
easat-6335	27	2	concept	concept	NOUN
easat-6335	27	3	of	of	ADP
easat-6335	27	4	adaptive	adaptive	ADJ
easat-6335	27	5	governance	governance	NOUN
easat-6335	27	6	is	be	AUX
easat-6335	27	7	gaining	gain	VERB
easat-6335	27	8	traction	traction	NOUN
easat-6335	27	9	as	as	ADP
easat-6335	27	10	a	a	DET
easat-6335	27	11	way	way	NOUN
easat-6335	27	12	to	to	PART
easat-6335	27	13	manage	manage	VERB
easat-6335	27	14	technological	technological	ADJ
easat-6335	27	15	transitions	transition	NOUN
easat-6335	27	16	in	in	ADP
easat-6335	27	17	complex	complex	ADJ
easat-6335	27	18	systems	system	NOUN
easat-6335	27	19	while	while	SCONJ
easat-6335	27	20	ensuring	ensure	VERB
easat-6335	27	21	legitimacy	legitimacy	NOUN
easat-6335	27	22	and	and	CCONJ
easat-6335	27	23	accountability	accountability	NOUN
easat-6335	27	24	.	.	PUNCT
easat-6335	28	1	by	by	ADP
easat-6335	28	2	anchoring	anchor	VERB
easat-6335	28	3	ai	ai	VERB
easat-6335	28	4	readiness	readiness	NOUN
easat-6335	28	5	within	within	ADP
easat-6335	28	6	adaptive	adaptive	ADJ
easat-6335	28	7	governance	governance	NOUN
easat-6335	28	8	principles	principle	NOUN
easat-6335	28	9	,	,	PUNCT
easat-6335	28	10	public	public	ADJ
easat-6335	28	11	institutions	institution	NOUN
easat-6335	28	12	may	may	AUX
easat-6335	28	13	become	become	VERB
easat-6335	28	14	more	more	ADV
easat-6335	28	15	resilient	resilient	ADJ
easat-6335	28	16	,	,	PUNCT
easat-6335	28	17	participatory	participatory	ADJ
easat-6335	28	18	,	,	PUNCT
easat-6335	28	19	and	and	CCONJ
easat-6335	28	20	flexible	flexible	ADJ
easat-6335	28	21	in	in	ADP
easat-6335	28	22	navigating	navigate	VERB
easat-6335	28	23	emerging	emerge	VERB
easat-6335	28	24	disruptions	disruption	NOUN
easat-6335	28	25	.	.	PUNCT
easat-6335	29	1	academic	academic	ADJ
easat-6335	29	2	and	and	CCONJ
easat-6335	29	3	policy	policy	NOUN
easat-6335	29	4	discourses	discourse	NOUN
easat-6335	29	5	increasingly	increasingly	ADV
easat-6335	29	6	recognize	recognize	VERB
easat-6335	29	7	the	the	DET
easat-6335	29	8	urgency	urgency	NOUN
easat-6335	29	9	of	of	ADP
easat-6335	29	10	aligning	align	VERB
easat-6335	29	11	ai	ai	VERB
easat-6335	29	12	adoption	adoption	NOUN
easat-6335	29	13	with	with	ADP
easat-6335	29	14	values	value	NOUN
easat-6335	29	15	of	of	ADP
easat-6335	29	16	equity	equity	NOUN
easat-6335	29	17	,	,	PUNCT
easat-6335	29	18	justice	justice	NOUN
easat-6335	29	19	,	,	PUNCT
easat-6335	29	20	and	and	CCONJ
easat-6335	29	21	democratic	democratic	ADJ
easat-6335	29	22	control	control	NOUN
easat-6335	29	23	.	.	PUNCT
easat-6335	30	1	strategic	strategic	ADJ
easat-6335	30	2	capacity	capacity	NOUN
easat-6335	30	3	-	-	PUNCT
easat-6335	30	4	building	building	NOUN
easat-6335	30	5	,	,	PUNCT
easat-6335	30	6	ethical	ethical	ADJ
easat-6335	30	7	foresight	foresight	NOUN
easat-6335	30	8	,	,	PUNCT
easat-6335	30	9	and	and	CCONJ
easat-6335	30	10	collaborative	collaborative	ADJ
easat-6335	30	11	design	design	NOUN
easat-6335	30	12	processes	process	NOUN
easat-6335	30	13	are	be	AUX
easat-6335	30	14	among	among	ADP
easat-6335	30	15	the	the	DET
easat-6335	30	16	key	key	ADJ
easat-6335	30	17	interventions	intervention	NOUN
easat-6335	30	18	recommended	recommend	VERB
easat-6335	30	19	to	to	PART
easat-6335	30	20	strengthen	strengthen	VERB
easat-6335	30	21	institutional	institutional	ADJ
easat-6335	30	22	capabilities	capability	NOUN
easat-6335	30	23	.	.	PUNCT
easat-6335	31	1	ai	ai	VERB
easat-6335	31	2	will	will	AUX
easat-6335	31	3	continue	continue	VERB
easat-6335	31	4	to	to	PART
easat-6335	31	5	reshape	reshape	VERB
easat-6335	31	6	governance	governance	NOUN
easat-6335	31	7	at	at	ADP
easat-6335	31	8	multiple	multiple	ADJ
easat-6335	31	9	levels	level	NOUN
easat-6335	31	10	,	,	PUNCT
easat-6335	31	11	making	make	VERB
easat-6335	31	12	it	it	PRON
easat-6335	31	13	imperative	imperative	ADJ
easat-6335	31	14	to	to	PART
easat-6335	31	15	evaluate	evaluate	VERB
easat-6335	31	16	how	how	SCONJ
easat-6335	31	17	public	public	ADJ
easat-6335	31	18	institutions	institution	NOUN
easat-6335	31	19	prepare	prepare	VERB
easat-6335	31	20	for	for	ADP
easat-6335	31	21	and	and	CCONJ
easat-6335	31	22	respond	respond	VERB
easat-6335	31	23	to	to	ADP
easat-6335	31	24	its	its	PRON
easat-6335	31	25	rapid	rapid	ADJ
easat-6335	31	26	evolution	evolution	NOUN
easat-6335	31	27	.	.	PUNCT
easat-6335	32	1	the	the	DET
easat-6335	32	2	successful	successful	ADJ
easat-6335	32	3	integration	integration	NOUN
easat-6335	32	4	of	of	ADP
easat-6335	32	5	artificial	artificial	ADJ
easat-6335	32	6	intelligence	intelligence	NOUN
easat-6335	32	7	(	(	PUNCT
easat-6335	32	8	ai	ai	NOUN
easat-6335	32	9	)	)	PUNCT
easat-6335	32	10	into	into	ADP
easat-6335	32	11	public	public	ADJ
easat-6335	32	12	sector	sector	NOUN
easat-6335	32	13	operations	operation	NOUN
easat-6335	32	14	hinges	hinge	VERB
easat-6335	32	15	not	not	PART
easat-6335	32	16	only	only	ADV
easat-6335	32	17	on	on	ADP
easat-6335	32	18	technological	technological	ADJ
easat-6335	32	19	advancements	advancement	NOUN
easat-6335	32	20	but	but	CCONJ
easat-6335	32	21	also	also	ADV
easat-6335	32	22	on	on	ADP
easat-6335	32	23	the	the	DET
easat-6335	32	24	readiness	readiness	NOUN
easat-6335	32	25	of	of	ADP
easat-6335	32	26	institutions	institution	NOUN
easat-6335	32	27	to	to	PART
easat-6335	32	28	adapt	adapt	VERB
easat-6335	32	29	to	to	ADP
easat-6335	32	30	these	these	DET
easat-6335	32	31	innovations	innovation	NOUN
easat-6335	32	32	.	.	PUNCT
easat-6335	33	1	a	a	DET
easat-6335	33	2	significant	significant	ADJ
easat-6335	33	3	challenge	challenge	NOUN
easat-6335	33	4	lies	lie	VERB
easat-6335	33	5	in	in	ADP
easat-6335	33	6	the	the	DET
easat-6335	33	7	reliance	reliance	NOUN
easat-6335	33	8	on	on	ADP
easat-6335	33	9	outdated	outdated	ADJ
easat-6335	33	10	legacy	legacy	NOUN
easat-6335	33	11	systems	system	NOUN
easat-6335	33	12	,	,	PUNCT
easat-6335	33	13	which	which	PRON
easat-6335	33	14	impede	impede	VERB
easat-6335	33	15	the	the	DET
easat-6335	33	16	seamless	seamless	ADJ
easat-6335	33	17	adoption	adoption	NOUN
easat-6335	33	18	of	of	ADP
easat-6335	33	19	ai	ai	PROPN
easat-6335	33	20	technologies	technology	NOUN
easat-6335	33	21	.	.	PUNCT
easat-6335	34	1	for	for	ADP
easat-6335	34	2	instance	instance	NOUN
easat-6335	34	3	,	,	PUNCT
easat-6335	34	4	in	in	ADP
easat-6335	34	5	the	the	DET
easat-6335	34	6	united	united	ADJ
easat-6335	34	7	kingdom	kingdom	PROPN
easat-6335	34	8	,	,	PUNCT
easat-6335	34	9	it	it	PRON
easat-6335	34	10	was	be	AUX
easat-6335	34	11	reported	report	VERB
easat-6335	34	12	that	that	SCONJ
easat-6335	34	13	nearly	nearly	ADV
easat-6335	34	14	a	a	DET
easat-6335	34	15	third	third	NOUN
easat-6335	34	16	of	of	ADP
easat-6335	34	17	central	central	ADJ
easat-6335	34	18	government	government	NOUN
easat-6335	34	19	it	it	PRON
easat-6335	34	20	systems	system	NOUN
easat-6335	34	21	were	be	AUX
easat-6335	34	22	considered	consider	VERB
easat-6335	34	23	"	"	PUNCT
easat-6335	34	24	legacy	legacy	NOUN
easat-6335	34	25	,	,	PUNCT
easat-6335	34	26	"	"	PUNCT
easat-6335	34	27	lacking	lack	VERB
easat-6335	34	28	the	the	DET
easat-6335	34	29	necessary	necessary	ADJ
easat-6335	34	30	infrastructure	infrastructure	NOUN
easat-6335	34	31	to	to	PART
easat-6335	34	32	support	support	VERB
easat-6335	34	33	modern	modern	ADJ
easat-6335	34	34	ai	ai	NOUN
easat-6335	34	35	applications	application	NOUN
easat-6335	34	36	[	[	X
easat-6335	34	37	9	9	NUM
easat-6335	34	38	]	]	PUNCT
easat-6335	34	39	.	.	PUNCT
easat-6335	35	1	this	this	DET
easat-6335	35	2	technological	technological	ADJ
easat-6335	35	3	lag	lag	NOUN
easat-6335	35	4	is	be	AUX
easat-6335	35	5	compounded	compound	VERB
easat-6335	35	6	by	by	ADP
easat-6335	35	7	a	a	DET
easat-6335	35	8	shortage	shortage	NOUN
easat-6335	35	9	of	of	ADP
easat-6335	35	10	skilled	skilled	ADJ
easat-6335	35	11	personnel	personnel	NOUN
easat-6335	35	12	capable	capable	ADJ
easat-6335	35	13	of	of	ADP
easat-6335	35	14	managing	manage	VERB
easat-6335	35	15	and	and	CCONJ
easat-6335	35	16	implementing	implement	VERB
easat-6335	35	17	ai	ai	PROPN
easat-6335	35	18	solutions	solution	NOUN
easat-6335	35	19	,	,	PUNCT
easat-6335	35	20	a	a	DET
easat-6335	35	21	concern	concern	NOUN
easat-6335	35	22	echoed	echo	VERB
easat-6335	35	23	by	by	ADP
easat-6335	35	24	over	over	ADP
easat-6335	35	25	70	70	NUM
easat-6335	35	26	%	%	NOUN
easat-6335	35	27	of	of	ADP
easat-6335	35	28	government	government	NOUN
easat-6335	35	29	agencies	agency	NOUN
easat-6335	35	30	surveyed	survey	VERB
easat-6335	35	31	in	in	ADP
easat-6335	35	32	the	the	DET
easat-6335	35	33	same	same	ADJ
easat-6335	35	34	report	report	NOUN
easat-6335	35	35	.	.	PUNCT
easat-6335	36	1	furthermore	furthermore	ADV
easat-6335	36	2	,	,	PUNCT
easat-6335	36	3	the	the	DET
easat-6335	36	4	quality	quality	NOUN
easat-6335	36	5	and	and	CCONJ
easat-6335	36	6	interoperability	interoperability	NOUN
easat-6335	36	7	of	of	ADP
easat-6335	36	8	data	datum	NOUN
easat-6335	36	9	present	present	ADJ
easat-6335	36	10	substantial	substantial	ADJ
easat-6335	36	11	hurdles	hurdle	NOUN
easat-6335	36	12	;	;	PUNCT
easat-6335	36	13	inconsistent	inconsistent	ADJ
easat-6335	36	14	data	datum	NOUN
easat-6335	36	15	standards	standard	NOUN
easat-6335	36	16	and	and	CCONJ
easat-6335	36	17	siloed	siloed	ADJ
easat-6335	36	18	information	information	NOUN
easat-6335	36	19	systems	system	NOUN
easat-6335	36	20	hinder	hinder	VERB
easat-6335	36	21	the	the	DET
easat-6335	36	22	effective	effective	ADJ
easat-6335	36	23	deployment	deployment	NOUN
easat-6335	36	24	of	of	ADP
easat-6335	36	25	ai	ai	NOUN
easat-6335	36	26	across	across	ADP
easat-6335	36	27	various	various	ADJ
easat-6335	36	28	departments	department	NOUN
easat-6335	36	29	[	[	X
easat-6335	36	30	10	10	NUM
easat-6335	36	31	]	]	PUNCT
easat-6335	36	32	.	.	PUNCT
easat-6335	37	1	beyond	beyond	ADP
easat-6335	37	2	technical	technical	ADJ
easat-6335	37	3	and	and	CCONJ
easat-6335	37	4	human	human	ADJ
easat-6335	37	5	resource	resource	NOUN
easat-6335	37	6	constraints	constraint	NOUN
easat-6335	37	7	,	,	PUNCT
easat-6335	37	8	there	there	PRON
easat-6335	37	9	is	be	VERB
easat-6335	37	10	a	a	DET
easat-6335	37	11	pressing	press	VERB
easat-6335	37	12	need	need	NOUN
easat-6335	37	13	for	for	ADP
easat-6335	37	14	robust	robust	ADJ
easat-6335	37	15	governance	governance	NOUN
easat-6335	37	16	frameworks	framework	NOUN
easat-6335	37	17	to	to	PART
easat-6335	37	18	address	address	VERB
easat-6335	37	19	ethical	ethical	ADJ
easat-6335	37	20	considerations	consideration	NOUN
easat-6335	37	21	,	,	PUNCT
easat-6335	37	22	such	such	ADJ
easat-6335	37	23	as	as	ADP
easat-6335	37	24	algorithmic	algorithmic	ADJ
easat-6335	37	25	bias	bias	NOUN
easat-6335	37	26	and	and	CCONJ
easat-6335	37	27	transparency	transparency	NOUN
easat-6335	37	28	.	.	PUNCT
easat-6335	38	1	without	without	ADP
easat-6335	38	2	clear	clear	ADJ
easat-6335	38	3	regulatory	regulatory	ADJ
easat-6335	38	4	guidelines	guideline	NOUN
easat-6335	38	5	,	,	PUNCT
easat-6335	38	6	the	the	DET
easat-6335	38	7	risk	risk	NOUN
easat-6335	38	8	of	of	ADP
easat-6335	38	9	eroding	erode	VERB
easat-6335	38	10	public	public	ADJ
easat-6335	38	11	trust	trust	NOUN
easat-6335	38	12	in	in	ADP
easat-6335	38	13	ai	ai	ADJ
easat-6335	38	14	-	-	PUNCT
easat-6335	38	15	driven	drive	VERB
easat-6335	38	16	government	government	NOUN
easat-6335	38	17	services	service	NOUN
easat-6335	38	18	increases	increase	NOUN
easat-6335	38	19	.	.	PUNCT
easat-6335	39	1	therefore	therefore	ADV
easat-6335	39	2	,	,	PUNCT
easat-6335	39	3	a	a	DET
easat-6335	39	4	comprehensive	comprehensive	ADJ
easat-6335	39	5	evaluation	evaluation	NOUN
easat-6335	39	6	of	of	ADP
easat-6335	39	7	institutional	institutional	ADJ
easat-6335	39	8	readiness	readiness	NOUN
easat-6335	39	9	must	must	AUX
easat-6335	39	10	encompass	encompass	VERB
easat-6335	39	11	technological	technological	ADJ
easat-6335	39	12	infrastructure	infrastructure	NOUN
easat-6335	39	13	,	,	PUNCT
easat-6335	39	14	workforce	workforce	NOUN
easat-6335	39	15	capabilities	capability	NOUN
easat-6335	39	16	,	,	PUNCT
easat-6335	39	17	data	datum	NOUN
easat-6335	39	18	management	management	NOUN
easat-6335	39	19	practices	practice	NOUN
easat-6335	39	20	,	,	PUNCT
easat-6335	39	21	and	and	CCONJ
easat-6335	39	22	ethical	ethical	ADJ
easat-6335	39	23	governance	governance	NOUN
easat-6335	39	24	to	to	PART
easat-6335	39	25	ensure	ensure	VERB
easat-6335	39	26	the	the	DET
easat-6335	39	27	responsible	responsible	ADJ
easat-6335	39	28	and	and	CCONJ
easat-6335	39	29	effective	effective	ADJ
easat-6335	39	30	implementation	implementation	NOUN
easat-6335	39	31	of	of	ADP
easat-6335	39	32	ai	ai	NOUN
easat-6335	39	33	in	in	ADP
easat-6335	39	34	the	the	DET
easat-6335	39	35	public	public	ADJ
easat-6335	39	36	sector	sector	NOUN
easat-6335	39	37	.	.	PUNCT
easat-6335	40	1	the	the	DET
easat-6335	40	2	integration	integration	NOUN
easat-6335	40	3	of	of	ADP
easat-6335	40	4	artificial	artificial	ADJ
easat-6335	40	5	intelligence	intelligence	NOUN
easat-6335	40	6	(	(	PUNCT
easat-6335	40	7	ai	ai	NOUN
easat-6335	40	8	)	)	PUNCT
easat-6335	40	9	into	into	ADP
easat-6335	40	10	public	public	ADJ
easat-6335	40	11	sector	sector	NOUN
easat-6335	40	12	decision	decision	NOUN
easat-6335	40	13	-	-	PUNCT
easat-6335	40	14	making	make	VERB
easat-6335	40	15	processes	process	NOUN
easat-6335	40	16	necessitates	necessitate	VERB
easat-6335	40	17	a	a	DET
easat-6335	40	18	comprehensive	comprehensive	ADJ
easat-6335	40	19	evaluation	evaluation	NOUN
easat-6335	40	20	of	of	ADP
easat-6335	40	21	institutional	institutional	ADJ
easat-6335	40	22	readiness	readiness	NOUN
easat-6335	40	23	to	to	PART
easat-6335	40	24	ensure	ensure	VERB
easat-6335	40	25	effective	effective	ADJ
easat-6335	40	26	and	and	CCONJ
easat-6335	40	27	ethical	ethical	ADJ
easat-6335	40	28	implementation	implementation	NOUN
easat-6335	40	29	.	.	PUNCT
easat-6335	41	1	such	such	ADJ
easat-6335	41	2	assessments	assessment	NOUN
easat-6335	41	3	are	be	AUX
easat-6335	41	4	critical	critical	ADJ
easat-6335	41	5	for	for	ADP
easat-6335	41	6	identifying	identify	VERB
easat-6335	41	7	gaps	gap	NOUN
easat-6335	41	8	in	in	ADP
easat-6335	41	9	infrastructure	infrastructure	NOUN
easat-6335	41	10	,	,	PUNCT
easat-6335	41	11	workforce	workforce	NOUN
easat-6335	41	12	capabilities	capability	NOUN
easat-6335	41	13	,	,	PUNCT
easat-6335	41	14	and	and	CCONJ
easat-6335	41	15	governance	governance	NOUN
easat-6335	41	16	frameworks	framework	NOUN
easat-6335	41	17	that	that	PRON
easat-6335	41	18	could	could	AUX
easat-6335	41	19	impede	impede	VERB
easat-6335	41	20	ai	ai	VERB
easat-6335	41	21	adoption	adoption	NOUN
easat-6335	41	22	.	.	PUNCT
easat-6335	42	1	for	for	ADP
easat-6335	42	2	instance	instance	NOUN
easat-6335	42	3	,	,	PUNCT
easat-6335	42	4	the	the	DET
easat-6335	42	5	government	government	NOUN
easat-6335	42	6	ai	ai	VERB
easat-6335	42	7	readiness	readiness	NOUN
easat-6335	42	8	index	index	NOUN
easat-6335	42	9	by	by	ADP
easat-6335	42	10	oxford	oxford	PROPN
easat-6335	42	11	insights	insight	NOUN
easat-6335	42	12	evaluates	evaluate	VERB
easat-6335	42	13	countries	country	NOUN
easat-6335	42	14	based	base	VERB
easat-6335	42	15	on	on	ADP
easat-6335	42	16	their	their	PRON
easat-6335	42	17	preparedness	preparedness	NOUN
easat-6335	42	18	to	to	PART
easat-6335	42	19	implement	implement	VERB
easat-6335	42	20	ai	ai	NOUN
easat-6335	42	21	in	in	ADP
easat-6335	42	22	public	public	ADJ
easat-6335	42	23	services	service	NOUN
easat-6335	42	24	,	,	PUNCT
easat-6335	42	25	highlighting	highlight	VERB
easat-6335	42	26	disparities	disparity	NOUN
easat-6335	42	27	in	in	ADP
easat-6335	42	28	readiness	readiness	NOUN
easat-6335	42	29	levels	level	NOUN
easat-6335	42	30	across	across	ADP
easat-6335	42	31	different	different	ADJ
easat-6335	42	32	nations	nation	NOUN
easat-6335	42	33	[	[	X
easat-6335	42	34	11	11	NUM
easat-6335	42	35	]	]	PUNCT
easat-6335	42	36	.	.	PUNCT
easat-6335	43	1	similarly	similarly	ADV
easat-6335	43	2	,	,	PUNCT
easat-6335	43	3	the	the	DET
easat-6335	43	4	united	united	PROPN
easat-6335	43	5	nations	nations	PROPN
easat-6335	43	6	development	development	PROPN
easat-6335	43	7	programme	programme	PROPN
easat-6335	43	8	(	(	PUNCT
easat-6335	43	9	undp	undp	PROPN
easat-6335	43	10	)	)	PUNCT
easat-6335	43	11	has	have	AUX
easat-6335	43	12	developed	develop	VERB
easat-6335	43	13	the	the	DET
easat-6335	43	14	ai	ai	ADJ
easat-6335	43	15	readiness	readiness	NOUN
easat-6335	43	16	assessment	assessment	NOUN
easat-6335	43	17	(	(	PUNCT
easat-6335	43	18	aira	aira	PROPN
easat-6335	43	19	)	)	PUNCT
easat-6335	43	20	tool	tool	NOUN
easat-6335	43	21	to	to	PART
easat-6335	43	22	assist	assist	VERB
easat-6335	43	23	governments	government	NOUN
easat-6335	43	24	in	in	ADP
easat-6335	43	25	evaluating	evaluate	VERB
easat-6335	43	26	their	their	PRON
easat-6335	43	27	capacity	capacity	NOUN
easat-6335	43	28	to	to	PART
easat-6335	43	29	integrate	integrate	VERB
easat-6335	43	30	ai	ai	PROPN
easat-6335	43	31	technologies	technology	NOUN
easat-6335	43	32	responsibly	responsibly	ADV
easat-6335	43	33	[	[	X
easat-6335	43	34	12	12	NUM
easat-6335	43	35	]	]	PUNCT
easat-6335	43	36	.	.	PUNCT
easat-6335	44	1	these	these	DET
easat-6335	44	2	tools	tool	NOUN
easat-6335	44	3	underscore	underscore	VERB
easat-6335	44	4	the	the	DET
easat-6335	44	5	importance	importance	NOUN
easat-6335	44	6	of	of	ADP
easat-6335	44	7	a	a	DET
easat-6335	44	8	structured	structured	ADJ
easat-6335	44	9	approach	approach	NOUN
easat-6335	44	10	to	to	ADP
easat-6335	44	11	readiness	readiness	NOUN
easat-6335	44	12	assessment	assessment	NOUN
easat-6335	44	13	,	,	PUNCT
easat-6335	44	14	encompassing	encompass	VERB
easat-6335	44	15	technological	technological	ADJ
easat-6335	44	16	infrastructure	infrastructure	NOUN
easat-6335	44	17	,	,	PUNCT
easat-6335	44	18	data	data	NOUN
easat-6335	44	19	governance	governance	NOUN
easat-6335	44	20	,	,	PUNCT
easat-6335	44	21	human	human	ADJ
easat-6335	44	22	capital	capital	NOUN
easat-6335	44	23	,	,	PUNCT
easat-6335	44	24	and	and	CCONJ
easat-6335	44	25	regulatory	regulatory	ADJ
easat-6335	44	26	frameworks	framework	NOUN
easat-6335	44	27	.	.	PUNCT
easat-6335	45	1	moreover	moreover	ADV
easat-6335	45	2	,	,	PUNCT
easat-6335	45	3	adaptive	adaptive	ADJ
easat-6335	45	4	governance	governance	NOUN
easat-6335	45	5	has	have	AUX
easat-6335	45	6	emerged	emerge	VERB
easat-6335	45	7	as	as	ADP
easat-6335	45	8	a	a	DET
easat-6335	45	9	pivotal	pivotal	ADJ
easat-6335	45	10	concept	concept	NOUN
easat-6335	45	11	in	in	ADP
easat-6335	45	12	managing	manage	VERB
easat-6335	45	13	the	the	DET
easat-6335	45	14	dynamic	dynamic	ADJ
easat-6335	45	15	nature	nature	NOUN
easat-6335	45	16	of	of	ADP
easat-6335	45	17	ai	ai	PROPN
easat-6335	45	18	technologies	technology	NOUN
easat-6335	45	19	.	.	PUNCT
easat-6335	46	1	reuel	reuel	PROPN
easat-6335	46	2	and	and	CCONJ
easat-6335	46	3	undheim	undheim	VERB
easat-6335	47	1	[	[	X
easat-6335	47	2	13	13	NUM
easat-6335	47	3	]	]	PUNCT
easat-6335	47	4	argue	argue	VERB
easat-6335	47	5	that	that	SCONJ
easat-6335	47	6	adaptive	adaptive	ADJ
easat-6335	47	7	governance	governance	NOUN
easat-6335	47	8	,	,	PUNCT
easat-6335	47	9	characterized	characterize	VERB
easat-6335	47	10	by	by	ADP
easat-6335	47	11	flexibility	flexibility	NOUN
easat-6335	47	12	,	,	PUNCT
easat-6335	47	13	inclusivity	inclusivity	NOUN
easat-6335	47	14	,	,	PUNCT
easat-6335	47	15	and	and	CCONJ
easat-6335	47	16	iterative	iterative	NOUN
easat-6335	47	17	learning	learning	NOUN
easat-6335	47	18	,	,	PUNCT
easat-6335	47	19	is	be	AUX
easat-6335	47	20	essential	essential	ADJ
easat-6335	47	21	for	for	ADP
easat-6335	47	22	addressing	address	VERB
easat-6335	47	23	the	the	DET
easat-6335	47	24	complexities	complexity	NOUN
easat-6335	47	25	and	and	CCONJ
easat-6335	47	26	uncertainties	uncertainty	NOUN
easat-6335	47	27	associated	associate	VERB
easat-6335	47	28	with	with	ADP
easat-6335	47	29	ai	ai	PRON
easat-6335	47	30	implementation	implementation	NOUN
easat-6335	47	31	.	.	PUNCT
easat-6335	48	1	this	this	DET
easat-6335	48	2	approach	approach	NOUN
easat-6335	48	3	contrasts	contrast	VERB
easat-6335	48	4	with	with	ADP
easat-6335	48	5	traditional	traditional	ADJ
easat-6335	48	6	governance	governance	NOUN
easat-6335	48	7	models	model	NOUN
easat-6335	48	8	that	that	PRON
easat-6335	48	9	may	may	AUX
easat-6335	48	10	lack	lack	VERB
easat-6335	48	11	the	the	DET
easat-6335	48	12	agility	agility	NOUN
easat-6335	48	13	to	to	PART
easat-6335	48	14	respond	respond	VERB
easat-6335	48	15	to	to	ADP
easat-6335	48	16	rapid	rapid	ADJ
easat-6335	48	17	technological	technological	ADJ
easat-6335	48	18	advancements	advancement	NOUN
easat-6335	48	19	.	.	PUNCT
easat-6335	49	1	in	in	ADP
easat-6335	49	2	the	the	DET
easat-6335	49	3	context	context	NOUN
easat-6335	49	4	of	of	ADP
easat-6335	49	5	ai	ai	VERB
easat-6335	49	6	,	,	PUNCT
easat-6335	49	7	adaptive	adaptive	ADJ
easat-6335	49	8	governance	governance	NOUN
easat-6335	49	9	facilitates	facilitate	VERB
easat-6335	49	10	the	the	DET
easat-6335	49	11	co	co	NOUN
easat-6335	49	12	-	-	NOUN
easat-6335	49	13	evolution	evolution	NOUN
easat-6335	49	14	of	of	ADP
easat-6335	49	15	policies	policy	NOUN
easat-6335	49	16	and	and	CCONJ
easat-6335	49	17	technologies	technology	NOUN
easat-6335	49	18	,	,	PUNCT
easat-6335	49	19	enabling	enable	VERB
easat-6335	49	20	institutions	institution	NOUN
easat-6335	49	21	to	to	PART
easat-6335	49	22	respond	respond	VERB
easat-6335	49	23	effectively	effectively	ADV
easat-6335	49	24	to	to	ADP
easat-6335	49	25	emerging	emerge	VERB
easat-6335	49	26	challenges	challenge	NOUN
easat-6335	49	27	and	and	CCONJ
easat-6335	49	28	opportunities	opportunity	NOUN
easat-6335	49	29	.	.	PUNCT
easat-6335	50	1	furthermore	furthermore	ADV
easat-6335	50	2	,	,	PUNCT
easat-6335	50	3	the	the	DET
easat-6335	50	4	european	european	PROPN
easat-6335	50	5	union	union	PROPN
easat-6335	50	6	's	's	PART
easat-6335	50	7	ai	ai	PROPN
easat-6335	50	8	act	act	NOUN
easat-6335	50	9	exemplifies	exemplify	VERB
easat-6335	50	10	a	a	DET
easat-6335	50	11	regulatory	regulatory	ADJ
easat-6335	50	12	framework	framework	NOUN
easat-6335	50	13	that	that	PRON
easat-6335	50	14	incorporates	incorporate	VERB
easat-6335	50	15	adaptive	adaptive	ADJ
easat-6335	50	16	governance	governance	NOUN
easat-6335	50	17	principles	principle	NOUN
easat-6335	50	18	,	,	PUNCT
easat-6335	50	19	aiming	aim	VERB
easat-6335	50	20	to	to	PART
easat-6335	50	21	balance	balance	VERB
easat-6335	50	22	1571	1571	NUM
easat-6335	50	23	edelweiss	edelweiss	PROPN
easat-6335	50	24	applied	apply	VERB
easat-6335	50	25	science	science	NOUN
easat-6335	50	26	and	and	CCONJ
easat-6335	50	27	technology	technology	NOUN
easat-6335	50	28	issn	issn	PROPN
easat-6335	50	29	:	:	PUNCT
easat-6335	50	30	2576	2576	NUM
easat-6335	50	31	-	-	SYM
easat-6335	50	32	8484	8484	NUM
easat-6335	50	33	vol	vol	NOUN
easat-6335	50	34	.	.	PROPN
easat-6335	51	1	9	9	NUM
easat-6335	51	2	,	,	PUNCT
easat-6335	51	3	no	no	INTJ
easat-6335	51	4	.	.	NOUN
easat-6335	51	5	4	4	NUM
easat-6335	51	6	:	:	SYM
easat-6335	51	7	1569	1569	NUM
easat-6335	51	8	-	-	SYM
easat-6335	51	9	1580	1580	NUM
easat-6335	51	10	,	,	PUNCT
easat-6335	51	11	2025	2025	NUM
easat-6335	51	12	doi	doi	NOUN
easat-6335	51	13	:	:	PUNCT
easat-6335	51	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	51	15	©	©	PROPN
easat-6335	51	16	2025	2025	NUM
easat-6335	51	17	by	by	ADP
easat-6335	51	18	the	the	DET
easat-6335	51	19	author	author	NOUN
easat-6335	51	20	;	;	PUNCT
easat-6335	51	21	licensee	licensee	PROPN
easat-6335	51	22	learning	learn	VERB
easat-6335	51	23	gate	gate	PROPN
easat-6335	51	24	innovation	innovation	NOUN
easat-6335	51	25	with	with	ADP
easat-6335	51	26	risk	risk	NOUN
easat-6335	51	27	mitigation	mitigation	NOUN
easat-6335	51	28	[	[	X
easat-6335	51	29	14	14	NUM
easat-6335	51	30	]	]	PUNCT
easat-6335	51	31	.	.	PUNCT
easat-6335	52	1	by	by	ADP
easat-6335	52	2	adopting	adopt	VERB
easat-6335	52	3	such	such	ADJ
easat-6335	52	4	frameworks	framework	NOUN
easat-6335	52	5	,	,	PUNCT
easat-6335	52	6	public	public	ADJ
easat-6335	52	7	institutions	institution	NOUN
easat-6335	52	8	can	can	AUX
easat-6335	52	9	enhance	enhance	VERB
easat-6335	52	10	their	their	PRON
easat-6335	52	11	readiness	readiness	NOUN
easat-6335	52	12	to	to	PART
easat-6335	52	13	implement	implement	VERB
easat-6335	52	14	ai	ai	PROPN
easat-6335	52	15	technologies	technology	NOUN
easat-6335	52	16	in	in	ADP
easat-6335	52	17	a	a	DET
easat-6335	52	18	manner	manner	NOUN
easat-6335	52	19	that	that	PRON
easat-6335	52	20	is	be	AUX
easat-6335	52	21	both	both	CCONJ
easat-6335	52	22	effective	effective	ADJ
easat-6335	52	23	and	and	CCONJ
easat-6335	52	24	aligned	align	VERB
easat-6335	52	25	with	with	ADP
easat-6335	52	26	societal	societal	ADJ
easat-6335	52	27	values	value	NOUN
easat-6335	52	28	.	.	PUNCT
easat-6335	53	1	consequently	consequently	ADV
easat-6335	53	2	,	,	PUNCT
easat-6335	53	3	evaluating	evaluate	VERB
easat-6335	53	4	institutional	institutional	ADJ
easat-6335	53	5	readiness	readiness	NOUN
easat-6335	53	6	through	through	ADP
easat-6335	53	7	the	the	DET
easat-6335	53	8	lens	lens	NOUN
easat-6335	53	9	of	of	ADP
easat-6335	53	10	adaptive	adaptive	ADJ
easat-6335	53	11	governance	governance	NOUN
easat-6335	53	12	provides	provide	VERB
easat-6335	53	13	a	a	DET
easat-6335	53	14	robust	robust	ADJ
easat-6335	53	15	foundation	foundation	NOUN
easat-6335	53	16	for	for	ADP
easat-6335	53	17	the	the	DET
easat-6335	53	18	responsible	responsible	ADJ
easat-6335	53	19	integration	integration	NOUN
easat-6335	53	20	of	of	ADP
easat-6335	53	21	ai	ai	VERB
easat-6335	53	22	into	into	ADP
easat-6335	53	23	public	public	ADJ
easat-6335	53	24	sector	sector	NOUN
easat-6335	53	25	decision	decision	NOUN
easat-6335	53	26	-	-	PUNCT
easat-6335	53	27	making	make	VERB
easat-6335	53	28	processes	process	NOUN
easat-6335	53	29	.	.	PUNCT
easat-6335	54	1	adaptive	adaptive	ADJ
easat-6335	54	2	governance	governance	NOUN
easat-6335	54	3	has	have	AUX
easat-6335	54	4	emerged	emerge	VERB
easat-6335	54	5	as	as	ADP
easat-6335	54	6	a	a	DET
easat-6335	54	7	pivotal	pivotal	ADJ
easat-6335	54	8	framework	framework	NOUN
easat-6335	54	9	for	for	ADP
easat-6335	54	10	public	public	ADJ
easat-6335	54	11	institutions	institution	NOUN
easat-6335	54	12	aiming	aim	VERB
easat-6335	54	13	to	to	PART
easat-6335	54	14	integrate	integrate	VERB
easat-6335	54	15	artificial	artificial	ADJ
easat-6335	54	16	intelligence	intelligence	NOUN
easat-6335	54	17	(	(	PUNCT
easat-6335	54	18	ai	ai	NOUN
easat-6335	54	19	)	)	PUNCT
easat-6335	54	20	into	into	ADP
easat-6335	54	21	their	their	PRON
easat-6335	54	22	decision	decision	NOUN
easat-6335	54	23	-	-	PUNCT
easat-6335	54	24	making	make	VERB
easat-6335	54	25	processes	process	NOUN
easat-6335	54	26	,	,	PUNCT
easat-6335	54	27	offering	offer	VERB
easat-6335	54	28	a	a	DET
easat-6335	54	29	flexible	flexible	ADJ
easat-6335	54	30	and	and	CCONJ
easat-6335	54	31	responsive	responsive	ADJ
easat-6335	54	32	approach	approach	NOUN
easat-6335	54	33	to	to	ADP
easat-6335	54	34	managing	manage	VERB
easat-6335	54	35	the	the	DET
easat-6335	54	36	complexities	complexity	NOUN
easat-6335	54	37	inherent	inherent	ADJ
easat-6335	54	38	in	in	ADP
easat-6335	54	39	technological	technological	ADJ
easat-6335	54	40	advancements	advancement	NOUN
easat-6335	54	41	.	.	PUNCT
easat-6335	55	1	unlike	unlike	ADP
easat-6335	55	2	traditional	traditional	ADJ
easat-6335	55	3	hierarchical	hierarchical	ADJ
easat-6335	55	4	models	model	NOUN
easat-6335	55	5	,	,	PUNCT
easat-6335	55	6	adaptive	adaptive	ADJ
easat-6335	55	7	governance	governance	NOUN
easat-6335	55	8	emphasizes	emphasize	VERB
easat-6335	55	9	flexibility	flexibility	NOUN
easat-6335	55	10	,	,	PUNCT
easat-6335	55	11	continuous	continuous	ADJ
easat-6335	55	12	learning	learning	NOUN
easat-6335	55	13	,	,	PUNCT
easat-6335	55	14	and	and	CCONJ
easat-6335	55	15	real	real	ADJ
easat-6335	55	16	-	-	PUNCT
easat-6335	55	17	time	time	NOUN
easat-6335	55	18	strategy	strategy	NOUN
easat-6335	55	19	adjustments	adjustment	NOUN
easat-6335	55	20	,	,	PUNCT
easat-6335	55	21	enabling	enable	VERB
easat-6335	55	22	organizations	organization	NOUN
easat-6335	55	23	to	to	PART
easat-6335	55	24	navigate	navigate	VERB
easat-6335	55	25	the	the	DET
easat-6335	55	26	rapidly	rapidly	ADV
easat-6335	55	27	evolving	evolve	VERB
easat-6335	55	28	ai	ai	NOUN
easat-6335	55	29	landscape	landscape	NOUN
easat-6335	55	30	effectively	effectively	ADV
easat-6335	55	31	[	[	X
easat-6335	55	32	15	15	NUM
easat-6335	55	33	]	]	PUNCT
easat-6335	55	34	.	.	PUNCT
easat-6335	56	1	this	this	DET
easat-6335	56	2	approach	approach	NOUN
easat-6335	56	3	is	be	AUX
easat-6335	56	4	particularly	particularly	ADV
easat-6335	56	5	pertinent	pertinent	ADJ
easat-6335	56	6	in	in	ADP
easat-6335	56	7	the	the	DET
easat-6335	56	8	public	public	ADJ
easat-6335	56	9	sector	sector	NOUN
easat-6335	56	10	,	,	PUNCT
easat-6335	56	11	where	where	SCONJ
easat-6335	56	12	the	the	DET
easat-6335	56	13	integration	integration	NOUN
easat-6335	56	14	of	of	ADP
easat-6335	56	15	ai	ai	NOUN
easat-6335	56	16	necessitates	necessitate	VERB
easat-6335	56	17	not	not	PART
easat-6335	56	18	only	only	ADV
easat-6335	56	19	technological	technological	ADJ
easat-6335	56	20	readiness	readiness	NOUN
easat-6335	56	21	but	but	CCONJ
easat-6335	56	22	also	also	ADV
easat-6335	56	23	the	the	DET
easat-6335	56	24	capacity	capacity	NOUN
easat-6335	56	25	to	to	PART
easat-6335	56	26	adapt	adapt	VERB
easat-6335	56	27	policies	policy	NOUN
easat-6335	56	28	and	and	CCONJ
easat-6335	56	29	operations	operation	NOUN
easat-6335	56	30	in	in	ADP
easat-6335	56	31	response	response	NOUN
easat-6335	56	32	to	to	ADP
easat-6335	56	33	new	new	ADJ
easat-6335	56	34	challenges	challenge	NOUN
easat-6335	56	35	and	and	CCONJ
easat-6335	56	36	opportunities	opportunity	NOUN
easat-6335	56	37	.	.	PUNCT
easat-6335	57	1	key	key	ADJ
easat-6335	57	2	principles	principle	NOUN
easat-6335	57	3	of	of	ADP
easat-6335	57	4	adaptive	adaptive	ADJ
easat-6335	57	5	governance	governance	NOUN
easat-6335	57	6	include	include	VERB
easat-6335	57	7	stakeholder	stakeholder	NOUN
easat-6335	57	8	participation	participation	NOUN
easat-6335	57	9	,	,	PUNCT
easat-6335	57	10	where	where	SCONJ
easat-6335	57	11	diverse	diverse	ADJ
easat-6335	57	12	actors	actor	NOUN
easat-6335	57	13	collaborate	collaborate	VERB
easat-6335	57	14	to	to	AUX
easat-6335	57	15	co	co	VERB
easat-6335	57	16	-	-	VERB
easat-6335	57	17	create	create	VERB
easat-6335	57	18	policies	policy	NOUN
easat-6335	57	19	,	,	PUNCT
easat-6335	57	20	ensuring	ensure	VERB
easat-6335	57	21	that	that	SCONJ
easat-6335	57	22	multiple	multiple	ADJ
easat-6335	57	23	perspectives	perspective	NOUN
easat-6335	57	24	and	and	CCONJ
easat-6335	57	25	expertise	expertise	NOUN
easat-6335	57	26	inform	inform	VERB
easat-6335	57	27	ai	ai	VERB
easat-6335	57	28	implementation	implementation	NOUN
easat-6335	57	29	strategies	strategy	NOUN
easat-6335	57	30	[	[	X
easat-6335	57	31	13	13	NUM
easat-6335	57	32	]	]	PUNCT
easat-6335	57	33	.	.	PUNCT
easat-6335	58	1	additionally	additionally	ADV
easat-6335	58	2	,	,	PUNCT
easat-6335	58	3	continuous	continuous	ADJ
easat-6335	58	4	learning	learning	NOUN
easat-6335	58	5	mechanisms	mechanism	NOUN
easat-6335	58	6	are	be	AUX
easat-6335	58	7	essential	essential	ADJ
easat-6335	58	8	,	,	PUNCT
easat-6335	58	9	allowing	allow	VERB
easat-6335	58	10	institutions	institution	NOUN
easat-6335	58	11	to	to	PART
easat-6335	58	12	iteratively	iteratively	ADV
easat-6335	58	13	refine	refine	VERB
easat-6335	58	14	their	their	PRON
easat-6335	58	15	approaches	approach	NOUN
easat-6335	58	16	based	base	VERB
easat-6335	58	17	on	on	ADP
easat-6335	58	18	ongoing	ongoing	ADJ
easat-6335	58	19	evaluation	evaluation	NOUN
easat-6335	58	20	and	and	CCONJ
easat-6335	58	21	feedback	feedback	NOUN
easat-6335	58	22	,	,	PUNCT
easat-6335	58	23	thus	thus	ADV
easat-6335	58	24	fostering	foster	VERB
easat-6335	58	25	resilience	resilience	NOUN
easat-6335	58	26	and	and	CCONJ
easat-6335	58	27	responsiveness	responsiveness	NOUN
easat-6335	58	28	[	[	X
easat-6335	58	29	16	16	NUM
easat-6335	58	30	]	]	PUNCT
easat-6335	58	31	.	.	PUNCT
easat-6335	59	1	furthermore	furthermore	ADV
easat-6335	59	2	,	,	PUNCT
easat-6335	59	3	balancing	balance	VERB
easat-6335	59	4	stability	stability	NOUN
easat-6335	59	5	with	with	ADP
easat-6335	59	6	flexibility	flexibility	NOUN
easat-6335	59	7	is	be	AUX
easat-6335	59	8	critical	critical	ADJ
easat-6335	59	9	;	;	PUNCT
easat-6335	59	10	while	while	SCONJ
easat-6335	59	11	stable	stable	ADJ
easat-6335	59	12	governance	governance	NOUN
easat-6335	59	13	structures	structure	NOUN
easat-6335	59	14	provide	provide	VERB
easat-6335	59	15	a	a	DET
easat-6335	59	16	foundation	foundation	NOUN
easat-6335	59	17	for	for	ADP
easat-6335	59	18	operations	operation	NOUN
easat-6335	59	19	,	,	PUNCT
easat-6335	59	20	incorporating	incorporate	VERB
easat-6335	59	21	adaptive	adaptive	ADJ
easat-6335	59	22	elements	element	NOUN
easat-6335	59	23	enables	enable	VERB
easat-6335	59	24	institutions	institution	NOUN
easat-6335	59	25	to	to	PART
easat-6335	59	26	respond	respond	VERB
easat-6335	59	27	swiftly	swiftly	ADV
easat-6335	59	28	to	to	ADP
easat-6335	59	29	unforeseen	unforeseen	ADJ
easat-6335	59	30	developments	development	NOUN
easat-6335	59	31	in	in	ADP
easat-6335	59	32	ai	ai	PRON
easat-6335	59	33	technology	technology	NOUN
easat-6335	59	34	[	[	X
easat-6335	59	35	17	17	NUM
easat-6335	59	36	]	]	PUNCT
easat-6335	59	37	.	.	PUNCT
easat-6335	60	1	by	by	ADP
easat-6335	60	2	embedding	embed	VERB
easat-6335	60	3	these	these	DET
easat-6335	60	4	principles	principle	NOUN
easat-6335	60	5	,	,	PUNCT
easat-6335	60	6	public	public	ADJ
easat-6335	60	7	institutions	institution	NOUN
easat-6335	60	8	can	can	AUX
easat-6335	60	9	enhance	enhance	VERB
easat-6335	60	10	their	their	PRON
easat-6335	60	11	readiness	readiness	NOUN
easat-6335	60	12	for	for	ADP
easat-6335	60	13	ai	ai	PROPN
easat-6335	60	14	adoption	adoption	NOUN
easat-6335	60	15	,	,	PUNCT
easat-6335	60	16	ensuring	ensure	VERB
easat-6335	60	17	that	that	SCONJ
easat-6335	60	18	governance	governance	NOUN
easat-6335	60	19	frameworks	framework	NOUN
easat-6335	60	20	are	be	AUX
easat-6335	60	21	robust	robust	ADJ
easat-6335	60	22	yet	yet	ADV
easat-6335	60	23	agile	agile	ADJ
easat-6335	60	24	enough	enough	ADV
easat-6335	60	25	to	to	PART
easat-6335	60	26	accommodate	accommodate	VERB
easat-6335	60	27	the	the	DET
easat-6335	60	28	dynamic	dynamic	ADJ
easat-6335	60	29	nature	nature	NOUN
easat-6335	60	30	of	of	ADP
easat-6335	60	31	technological	technological	ADJ
easat-6335	60	32	innovation	innovation	NOUN
easat-6335	60	33	.	.	PUNCT
easat-6335	61	1	evaluating	evaluate	VERB
easat-6335	61	2	institutional	institutional	ADJ
easat-6335	61	3	readiness	readiness	NOUN
easat-6335	61	4	for	for	ADP
easat-6335	61	5	artificial	artificial	ADJ
easat-6335	61	6	intelligence	intelligence	NOUN
easat-6335	61	7	(	(	PUNCT
easat-6335	61	8	ai	ai	NOUN
easat-6335	61	9	)	)	PUNCT
easat-6335	61	10	adoption	adoption	NOUN
easat-6335	61	11	in	in	ADP
easat-6335	61	12	the	the	DET
easat-6335	61	13	public	public	ADJ
easat-6335	61	14	sector	sector	NOUN
easat-6335	61	15	necessitates	necessitate	VERB
easat-6335	61	16	a	a	DET
easat-6335	61	17	comprehensive	comprehensive	ADJ
easat-6335	61	18	understanding	understanding	NOUN
easat-6335	61	19	of	of	ADP
easat-6335	61	20	existing	exist	VERB
easat-6335	61	21	literature	literature	NOUN
easat-6335	61	22	,	,	PUNCT
easat-6335	61	23	which	which	PRON
easat-6335	61	24	reveals	reveal	VERB
easat-6335	61	25	significant	significant	ADJ
easat-6335	61	26	gaps	gap	NOUN
easat-6335	61	27	in	in	ADP
easat-6335	61	28	holistic	holistic	ADJ
easat-6335	61	29	assessments	assessment	NOUN
easat-6335	61	30	.	.	PUNCT
easat-6335	62	1	while	while	SCONJ
easat-6335	62	2	numerous	numerous	ADJ
easat-6335	62	3	studies	study	NOUN
easat-6335	62	4	have	have	AUX
easat-6335	62	5	explored	explore	VERB
easat-6335	62	6	various	various	ADJ
easat-6335	62	7	facets	facet	NOUN
easat-6335	62	8	of	of	ADP
easat-6335	62	9	ai	ai	ADJ
easat-6335	62	10	integration	integration	NOUN
easat-6335	62	11	,	,	PUNCT
easat-6335	62	12	there	there	PRON
easat-6335	62	13	remains	remain	VERB
easat-6335	62	14	a	a	DET
easat-6335	62	15	paucity	paucity	NOUN
easat-6335	62	16	of	of	ADP
easat-6335	62	17	research	research	NOUN
easat-6335	62	18	that	that	PRON
easat-6335	62	19	systematically	systematically	ADV
easat-6335	62	20	examines	examine	VERB
easat-6335	62	21	the	the	DET
easat-6335	62	22	multifaceted	multifaceted	ADJ
easat-6335	62	23	dimensions	dimension	NOUN
easat-6335	62	24	of	of	ADP
easat-6335	62	25	institutional	institutional	ADJ
easat-6335	62	26	preparedness	preparedness	NOUN
easat-6335	62	27	.	.	PUNCT
easat-6335	63	1	for	for	ADP
easat-6335	63	2	instance	instance	NOUN
easat-6335	63	3	,	,	PUNCT
easat-6335	63	4	jöhnk	jöhnk	PROPN
easat-6335	63	5	,	,	PUNCT
easat-6335	63	6	et	et	PROPN
easat-6335	63	7	al	al	PROPN
easat-6335	63	8	.	.	PUNCT
easat-6335	64	1	[	[	X
easat-6335	64	2	18	18	NUM
easat-6335	64	3	]	]	PUNCT
easat-6335	64	4	emphasize	emphasize	VERB
easat-6335	64	5	the	the	DET
easat-6335	64	6	importance	importance	NOUN
easat-6335	64	7	of	of	ADP
easat-6335	64	8	strategic	strategic	ADJ
easat-6335	64	9	alignment	alignment	NOUN
easat-6335	64	10	,	,	PUNCT
easat-6335	64	11	resources	resource	NOUN
easat-6335	64	12	,	,	PUNCT
easat-6335	64	13	knowledge	knowledge	NOUN
easat-6335	64	14	,	,	PUNCT
easat-6335	64	15	culture	culture	NOUN
easat-6335	64	16	,	,	PUNCT
easat-6335	64	17	and	and	CCONJ
easat-6335	64	18	data	datum	NOUN
easat-6335	64	19	in	in	ADP
easat-6335	64	20	determining	determine	VERB
easat-6335	64	21	ai	ai	VERB
easat-6335	64	22	readiness	readiness	NOUN
easat-6335	64	23	,	,	PUNCT
easat-6335	64	24	yet	yet	CCONJ
easat-6335	64	25	their	their	PRON
easat-6335	64	26	study	study	NOUN
easat-6335	64	27	primarily	primarily	ADV
easat-6335	64	28	focuses	focus	VERB
easat-6335	64	29	on	on	ADP
easat-6335	64	30	the	the	DET
easat-6335	64	31	private	private	ADJ
easat-6335	64	32	sector	sector	NOUN
easat-6335	64	33	,	,	PUNCT
easat-6335	64	34	leaving	leave	VERB
easat-6335	64	35	public	public	ADJ
easat-6335	64	36	institutions	institution	NOUN
easat-6335	64	37	underrepresented	underrepresente	VERB
easat-6335	64	38	.	.	PUNCT
easat-6335	65	1	similarly	similarly	ADV
easat-6335	65	2	,	,	PUNCT
easat-6335	65	3	guedes	guede	NOUN
easat-6335	65	4	and	and	CCONJ
easat-6335	65	5	júnior	júnior	NOUN
easat-6335	66	1	[	[	X
easat-6335	66	2	19	19	NUM
easat-6335	66	3	]	]	X
easat-6335	66	4	highlight	highlight	VERB
easat-6335	66	5	organizational	organizational	ADJ
easat-6335	66	6	challenges	challenge	NOUN
easat-6335	66	7	in	in	ADP
easat-6335	66	8	ai	ai	PRON
easat-6335	66	9	adoption	adoption	NOUN
easat-6335	66	10	within	within	ADP
easat-6335	66	11	public	public	ADJ
easat-6335	66	12	organizations	organization	NOUN
easat-6335	66	13	but	but	CCONJ
easat-6335	66	14	do	do	AUX
easat-6335	66	15	not	not	PART
easat-6335	66	16	provide	provide	VERB
easat-6335	66	17	a	a	DET
easat-6335	66	18	comprehensive	comprehensive	ADJ
easat-6335	66	19	framework	framework	NOUN
easat-6335	66	20	for	for	ADP
easat-6335	66	21	readiness	readiness	NOUN
easat-6335	66	22	assessment	assessment	NOUN
easat-6335	66	23	.	.	PUNCT
easat-6335	67	1	the	the	DET
easat-6335	67	2	lack	lack	NOUN
easat-6335	67	3	of	of	ADP
easat-6335	67	4	integrative	integrative	ADJ
easat-6335	67	5	models	model	NOUN
easat-6335	67	6	that	that	PRON
easat-6335	67	7	encompass	encompass	VERB
easat-6335	67	8	technological	technological	ADJ
easat-6335	67	9	,	,	PUNCT
easat-6335	67	10	organizational	organizational	ADJ
easat-6335	67	11	,	,	PUNCT
easat-6335	67	12	and	and	CCONJ
easat-6335	67	13	human	human	ADJ
easat-6335	67	14	factors	factor	NOUN
easat-6335	67	15	impedes	impede	VERB
easat-6335	67	16	the	the	DET
easat-6335	67	17	development	development	NOUN
easat-6335	67	18	of	of	ADP
easat-6335	67	19	effective	effective	ADJ
easat-6335	67	20	strategies	strategy	NOUN
easat-6335	67	21	for	for	ADP
easat-6335	67	22	ai	ai	VERB
easat-6335	67	23	implementation	implementation	NOUN
easat-6335	67	24	in	in	ADP
easat-6335	67	25	public	public	ADJ
easat-6335	67	26	administration	administration	NOUN
easat-6335	67	27	.	.	PUNCT
easat-6335	68	1	moreover	moreover	ADV
easat-6335	68	2	,	,	PUNCT
easat-6335	68	3	existing	exist	VERB
easat-6335	68	4	literature	literature	NOUN
easat-6335	68	5	often	often	ADV
easat-6335	68	6	overlooks	overlook	VERB
easat-6335	68	7	the	the	DET
easat-6335	68	8	dynamic	dynamic	ADJ
easat-6335	68	9	interplay	interplay	NOUN
easat-6335	68	10	between	between	ADP
easat-6335	68	11	these	these	DET
easat-6335	68	12	factors	factor	NOUN
easat-6335	68	13	,	,	PUNCT
easat-6335	68	14	which	which	PRON
easat-6335	68	15	is	be	AUX
easat-6335	68	16	crucial	crucial	ADJ
easat-6335	68	17	for	for	ADP
easat-6335	68	18	understanding	understand	VERB
easat-6335	68	19	the	the	DET
easat-6335	68	20	complexities	complexity	NOUN
easat-6335	68	21	of	of	ADP
easat-6335	68	22	ai	ai	ADJ
easat-6335	68	23	integration	integration	NOUN
easat-6335	68	24	.	.	PUNCT
easat-6335	69	1	this	this	DET
easat-6335	69	2	gap	gap	NOUN
easat-6335	69	3	underscores	underscore	VERB
easat-6335	69	4	the	the	DET
easat-6335	69	5	need	need	NOUN
easat-6335	69	6	for	for	ADP
easat-6335	69	7	a	a	DET
easat-6335	69	8	robust	robust	ADJ
easat-6335	69	9	framework	framework	NOUN
easat-6335	69	10	that	that	PRON
easat-6335	69	11	can	can	AUX
easat-6335	69	12	guide	guide	VERB
easat-6335	69	13	public	public	ADJ
easat-6335	69	14	institutions	institution	NOUN
easat-6335	69	15	in	in	ADP
easat-6335	69	16	evaluating	evaluate	VERB
easat-6335	69	17	and	and	CCONJ
easat-6335	69	18	enhancing	enhance	VERB
easat-6335	69	19	their	their	PRON
easat-6335	69	20	readiness	readiness	NOUN
easat-6335	69	21	for	for	ADP
easat-6335	69	22	ai	ai	PROPN
easat-6335	69	23	adoption	adoption	NOUN
easat-6335	69	24	.	.	PUNCT
easat-6335	70	1	in	in	ADP
easat-6335	70	2	response	response	NOUN
easat-6335	70	3	to	to	ADP
easat-6335	70	4	the	the	DET
easat-6335	70	5	identified	identify	VERB
easat-6335	70	6	gaps	gap	NOUN
easat-6335	70	7	in	in	ADP
easat-6335	70	8	literature	literature	NOUN
easat-6335	70	9	,	,	PUNCT
easat-6335	70	10	this	this	DET
easat-6335	70	11	study	study	NOUN
easat-6335	70	12	aims	aim	VERB
easat-6335	70	13	to	to	PART
easat-6335	70	14	develop	develop	VERB
easat-6335	70	15	a	a	DET
easat-6335	70	16	comprehensive	comprehensive	ADJ
easat-6335	70	17	framework	framework	NOUN
easat-6335	70	18	for	for	ADP
easat-6335	70	19	assessing	assess	VERB
easat-6335	70	20	institutional	institutional	ADJ
easat-6335	70	21	readiness	readiness	NOUN
easat-6335	70	22	for	for	ADP
easat-6335	70	23	ai	ai	PRON
easat-6335	70	24	adoption	adoption	NOUN
easat-6335	70	25	in	in	ADP
easat-6335	70	26	the	the	DET
easat-6335	70	27	public	public	ADJ
easat-6335	70	28	sector	sector	NOUN
easat-6335	70	29	.	.	PUNCT
easat-6335	71	1	grounded	ground	VERB
easat-6335	71	2	in	in	ADP
easat-6335	71	3	the	the	DET
easat-6335	71	4	principles	principle	NOUN
easat-6335	71	5	of	of	ADP
easat-6335	71	6	adaptive	adaptive	ADJ
easat-6335	71	7	governance	governance	NOUN
easat-6335	71	8	,	,	PUNCT
easat-6335	71	9	the	the	DET
easat-6335	71	10	proposed	propose	VERB
easat-6335	71	11	framework	framework	NOUN
easat-6335	71	12	will	will	AUX
easat-6335	71	13	integrate	integrate	VERB
easat-6335	71	14	technological	technological	ADJ
easat-6335	71	15	,	,	PUNCT
easat-6335	71	16	organizational	organizational	ADJ
easat-6335	71	17	,	,	PUNCT
easat-6335	71	18	and	and	CCONJ
easat-6335	71	19	human	human	ADJ
easat-6335	71	20	dimensions	dimension	NOUN
easat-6335	71	21	to	to	PART
easat-6335	71	22	provide	provide	VERB
easat-6335	71	23	a	a	DET
easat-6335	71	24	holistic	holistic	ADJ
easat-6335	71	25	assessment	assessment	NOUN
easat-6335	71	26	tool	tool	NOUN
easat-6335	71	27	.	.	PUNCT
easat-6335	72	1	adaptive	adaptive	ADJ
easat-6335	72	2	governance	governance	NOUN
easat-6335	72	3	,	,	PUNCT
easat-6335	72	4	characterized	characterize	VERB
easat-6335	72	5	by	by	ADP
easat-6335	72	6	flexibility	flexibility	NOUN
easat-6335	72	7	,	,	PUNCT
easat-6335	72	8	inclusivity	inclusivity	NOUN
easat-6335	72	9	,	,	PUNCT
easat-6335	72	10	and	and	CCONJ
easat-6335	72	11	iterative	iterative	NOUN
easat-6335	72	12	learning	learning	NOUN
easat-6335	72	13	,	,	PUNCT
easat-6335	72	14	offers	offer	VERB
easat-6335	72	15	a	a	DET
easat-6335	72	16	suitable	suitable	ADJ
easat-6335	72	17	lens	lens	NOUN
easat-6335	72	18	for	for	ADP
easat-6335	72	19	understanding	understanding	NOUN
easat-6335	72	20	and	and	CCONJ
easat-6335	72	21	managing	manage	VERB
easat-6335	72	22	the	the	DET
easat-6335	72	23	complexities	complexity	NOUN
easat-6335	72	24	associated	associate	VERB
easat-6335	72	25	with	with	ADP
easat-6335	72	26	ai	ai	ADJ
easat-6335	72	27	integration	integration	NOUN
easat-6335	72	28	[	[	X
easat-6335	72	29	13	13	NUM
easat-6335	72	30	]	]	PUNCT
easat-6335	72	31	.	.	PUNCT
easat-6335	73	1	by	by	ADP
easat-6335	73	2	incorporating	incorporate	VERB
easat-6335	73	3	these	these	DET
easat-6335	73	4	principles	principle	NOUN
easat-6335	73	5	,	,	PUNCT
easat-6335	73	6	the	the	DET
easat-6335	73	7	framework	framework	NOUN
easat-6335	73	8	will	will	AUX
easat-6335	73	9	facilitate	facilitate	VERB
easat-6335	73	10	the	the	DET
easat-6335	73	11	identification	identification	NOUN
easat-6335	73	12	of	of	ADP
easat-6335	73	13	strengths	strength	NOUN
easat-6335	73	14	and	and	CCONJ
easat-6335	73	15	weaknesses	weakness	NOUN
easat-6335	73	16	within	within	ADP
easat-6335	73	17	public	public	ADJ
easat-6335	73	18	institutions	institution	NOUN
easat-6335	73	19	,	,	PUNCT
easat-6335	73	20	enabling	enable	VERB
easat-6335	73	21	targeted	target	VERB
easat-6335	73	22	interventions	intervention	NOUN
easat-6335	73	23	to	to	PART
easat-6335	73	24	enhance	enhance	VERB
easat-6335	73	25	ai	ai	VERB
easat-6335	73	26	readiness	readiness	NOUN
easat-6335	73	27	.	.	PUNCT
easat-6335	74	1	furthermore	furthermore	ADV
easat-6335	74	2	,	,	PUNCT
easat-6335	74	3	the	the	DET
easat-6335	74	4	framework	framework	NOUN
easat-6335	74	5	will	will	AUX
easat-6335	74	6	serve	serve	VERB
easat-6335	74	7	as	as	ADP
easat-6335	74	8	a	a	DET
easat-6335	74	9	diagnostic	diagnostic	ADJ
easat-6335	74	10	tool	tool	NOUN
easat-6335	74	11	for	for	ADP
easat-6335	74	12	policymakers	policymaker	NOUN
easat-6335	74	13	and	and	CCONJ
easat-6335	74	14	administrators	administrator	NOUN
easat-6335	74	15	,	,	PUNCT
easat-6335	74	16	guiding	guide	VERB
easat-6335	74	17	the	the	DET
easat-6335	74	18	development	development	NOUN
easat-6335	74	19	of	of	ADP
easat-6335	74	20	strategies	strategy	NOUN
easat-6335	74	21	that	that	PRON
easat-6335	74	22	align	align	VERB
easat-6335	74	23	with	with	ADP
easat-6335	74	24	the	the	DET
easat-6335	74	25	unique	unique	ADJ
easat-6335	74	26	needs	need	NOUN
easat-6335	74	27	and	and	CCONJ
easat-6335	74	28	capacities	capacity	NOUN
easat-6335	74	29	of	of	ADP
easat-6335	74	30	their	their	PRON
easat-6335	74	31	respective	respective	ADJ
easat-6335	74	32	institutions	institution	NOUN
easat-6335	74	33	.	.	PUNCT
easat-6335	75	1	through	through	ADP
easat-6335	75	2	this	this	DET
easat-6335	75	3	approach	approach	NOUN
easat-6335	75	4	,	,	PUNCT
easat-6335	75	5	the	the	DET
easat-6335	75	6	study	study	NOUN
easat-6335	75	7	seeks	seek	VERB
easat-6335	75	8	to	to	PART
easat-6335	75	9	contribute	contribute	VERB
easat-6335	75	10	to	to	ADP
easat-6335	75	11	the	the	DET
easat-6335	75	12	advancement	advancement	NOUN
easat-6335	75	13	of	of	ADP
easat-6335	75	14	knowledge	knowledge	NOUN
easat-6335	75	15	in	in	ADP
easat-6335	75	16	the	the	DET
easat-6335	75	17	field	field	NOUN
easat-6335	75	18	of	of	ADP
easat-6335	75	19	public	public	ADJ
easat-6335	75	20	administration	administration	NOUN
easat-6335	75	21	and	and	CCONJ
easat-6335	75	22	support	support	VERB
easat-6335	75	23	the	the	DET
easat-6335	75	24	responsible	responsible	ADJ
easat-6335	75	25	and	and	CCONJ
easat-6335	75	26	effective	effective	ADJ
easat-6335	75	27	integration	integration	NOUN
easat-6335	75	28	of	of	ADP
easat-6335	75	29	ai	ai	PROPN
easat-6335	75	30	technologies	technology	NOUN
easat-6335	75	31	.	.	PUNCT
easat-6335	76	1	these	these	DET
easat-6335	76	2	multifaceted	multifaceted	ADJ
easat-6335	76	3	barriers	barrier	NOUN
easat-6335	76	4	call	call	VERB
easat-6335	76	5	for	for	ADP
easat-6335	76	6	a	a	DET
easat-6335	76	7	framework	framework	NOUN
easat-6335	76	8	that	that	PRON
easat-6335	76	9	integrates	integrate	VERB
easat-6335	76	10	adaptive	adaptive	ADJ
easat-6335	76	11	governance	governance	NOUN
easat-6335	76	12	principles	principle	NOUN
easat-6335	76	13	and	and	CCONJ
easat-6335	76	14	assesses	assess	VERB
easat-6335	76	15	institutional	institutional	ADJ
easat-6335	76	16	readiness	readiness	NOUN
easat-6335	76	17	holistically	holistically	ADV
easat-6335	76	18	,	,	PUNCT
easat-6335	76	19	as	as	SCONJ
easat-6335	76	20	illustrated	illustrate	VERB
easat-6335	76	21	in	in	ADP
easat-6335	76	22	figure	figure	NOUN
easat-6335	76	23	1	1	NUM
easat-6335	76	24	.	.	SYM
easat-6335	76	25	1572	1572	NUM
easat-6335	76	26	edelweiss	edelweiss	PROPN
easat-6335	76	27	applied	apply	VERB
easat-6335	76	28	science	science	NOUN
easat-6335	76	29	and	and	CCONJ
easat-6335	76	30	technology	technology	NOUN
easat-6335	76	31	issn	issn	PROPN
easat-6335	76	32	:	:	PUNCT
easat-6335	76	33	2576	2576	NUM
easat-6335	76	34	-	-	SYM
easat-6335	76	35	8484	8484	NUM
easat-6335	76	36	vol	vol	NOUN
easat-6335	76	37	.	.	PROPN
easat-6335	77	1	9	9	NUM
easat-6335	77	2	,	,	PUNCT
easat-6335	77	3	no	no	INTJ
easat-6335	77	4	.	.	NOUN
easat-6335	77	5	4	4	NUM
easat-6335	77	6	:	:	SYM
easat-6335	77	7	1569	1569	NUM
easat-6335	77	8	-	-	SYM
easat-6335	77	9	1580	1580	NUM
easat-6335	77	10	,	,	PUNCT
easat-6335	77	11	2025	2025	NUM
easat-6335	77	12	doi	doi	NOUN
easat-6335	77	13	:	:	PUNCT
easat-6335	77	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	77	15	©	©	PROPN
easat-6335	77	16	2025	2025	NUM
easat-6335	77	17	by	by	ADP
easat-6335	77	18	the	the	DET
easat-6335	77	19	author	author	NOUN
easat-6335	77	20	;	;	PUNCT
easat-6335	77	21	licensee	licensee	PROPN
easat-6335	77	22	learning	learn	VERB
easat-6335	77	23	gate	gate	NOUN
easat-6335	77	24	figure	figure	NOUN
easat-6335	77	25	1	1	NUM
easat-6335	77	26	.	.	PUNCT
easat-6335	77	27	institutional	institutional	ADJ
easat-6335	77	28	readiness	readiness	NOUN
easat-6335	77	29	challenges	challenge	NOUN
easat-6335	77	30	in	in	ADP
easat-6335	77	31	adopting	adopt	VERB
easat-6335	77	32	ai	ai	ADJ
easat-6335	77	33	-	-	PUNCT
easat-6335	77	34	driven	drive	VERB
easat-6335	77	35	decision	decision	NOUN
easat-6335	77	36	making	make	VERB
easat-6335	77	37	in	in	ADP
easat-6335	77	38	the	the	DET
easat-6335	77	39	public	public	ADJ
easat-6335	77	40	sector	sector	NOUN
easat-6335	77	41	.	.	PUNCT
easat-6335	78	1	2	2	X
easat-6335	78	2	.	.	X
easat-6335	78	3	method	method	NOUN
easat-6335	78	4	this	this	DET
easat-6335	78	5	study	study	NOUN
easat-6335	78	6	employed	employ	VERB
easat-6335	78	7	a	a	DET
easat-6335	78	8	systematic	systematic	ADJ
easat-6335	78	9	literature	literature	NOUN
easat-6335	78	10	review	review	NOUN
easat-6335	78	11	(	(	PUNCT
easat-6335	78	12	slr	slr	NOUN
easat-6335	78	13	)	)	PUNCT
easat-6335	78	14	to	to	PART
easat-6335	78	15	examine	examine	VERB
easat-6335	78	16	the	the	DET
easat-6335	78	17	readiness	readiness	NOUN
easat-6335	78	18	of	of	ADP
easat-6335	78	19	public	public	ADJ
easat-6335	78	20	institutions	institution	NOUN
easat-6335	78	21	for	for	ADP
easat-6335	78	22	adopting	adopt	VERB
easat-6335	78	23	ai	ai	ADJ
easat-6335	78	24	-	-	PUNCT
easat-6335	78	25	driven	drive	VERB
easat-6335	78	26	decision	decision	NOUN
easat-6335	78	27	-	-	PUNCT
easat-6335	78	28	making	make	VERB
easat-6335	78	29	processes	process	NOUN
easat-6335	78	30	,	,	PUNCT
easat-6335	78	31	with	with	ADP
easat-6335	78	32	the	the	DET
easat-6335	78	33	aim	aim	NOUN
easat-6335	78	34	of	of	ADP
easat-6335	78	35	developing	develop	VERB
easat-6335	78	36	a	a	DET
easat-6335	78	37	comprehensive	comprehensive	ADJ
easat-6335	78	38	,	,	PUNCT
easat-6335	78	39	integrative	integrative	ADJ
easat-6335	78	40	framework	framework	NOUN
easat-6335	78	41	grounded	ground	VERB
easat-6335	78	42	in	in	ADP
easat-6335	78	43	adaptive	adaptive	ADJ
easat-6335	78	44	governance	governance	NOUN
easat-6335	78	45	.	.	PUNCT
easat-6335	79	1	the	the	DET
easat-6335	79	2	slr	slr	NOUN
easat-6335	79	3	method	method	NOUN
easat-6335	79	4	was	be	AUX
easat-6335	79	5	selected	select	VERB
easat-6335	79	6	to	to	PART
easat-6335	79	7	rigorously	rigorously	ADV
easat-6335	79	8	identify	identify	VERB
easat-6335	79	9	,	,	PUNCT
easat-6335	79	10	evaluate	evaluate	VERB
easat-6335	79	11	,	,	PUNCT
easat-6335	79	12	and	and	CCONJ
easat-6335	79	13	synthesize	synthesize	VERB
easat-6335	79	14	scholarly	scholarly	ADJ
easat-6335	79	15	sources	source	NOUN
easat-6335	79	16	that	that	PRON
easat-6335	79	17	address	address	VERB
easat-6335	79	18	the	the	DET
easat-6335	79	19	technological	technological	ADJ
easat-6335	79	20	,	,	PUNCT
easat-6335	79	21	organizational	organizational	ADJ
easat-6335	79	22	,	,	PUNCT
easat-6335	79	23	and	and	CCONJ
easat-6335	79	24	human	human	ADJ
easat-6335	79	25	dimensions	dimension	NOUN
easat-6335	79	26	of	of	ADP
easat-6335	79	27	ai	ai	PRON
easat-6335	79	28	readiness	readiness	NOUN
easat-6335	79	29	within	within	ADP
easat-6335	79	30	the	the	DET
easat-6335	79	31	public	public	ADJ
easat-6335	79	32	sector	sector	NOUN
easat-6335	79	33	.	.	PUNCT
easat-6335	80	1	the	the	DET
easat-6335	80	2	review	review	NOUN
easat-6335	80	3	began	begin	VERB
easat-6335	80	4	with	with	ADP
easat-6335	80	5	the	the	DET
easat-6335	80	6	formulation	formulation	NOUN
easat-6335	80	7	of	of	ADP
easat-6335	80	8	precise	precise	ADJ
easat-6335	80	9	research	research	NOUN
easat-6335	80	10	objectives	objective	NOUN
easat-6335	80	11	,	,	PUNCT
easat-6335	80	12	followed	follow	VERB
easat-6335	80	13	by	by	ADP
easat-6335	80	14	the	the	DET
easat-6335	80	15	construction	construction	NOUN
easat-6335	80	16	of	of	ADP
easat-6335	80	17	a	a	DET
easat-6335	80	18	detailed	detailed	ADJ
easat-6335	80	19	search	search	NOUN
easat-6335	80	20	strategy	strategy	NOUN
easat-6335	80	21	using	use	VERB
easat-6335	80	22	academic	academic	ADJ
easat-6335	80	23	databases	database	NOUN
easat-6335	80	24	such	such	ADJ
easat-6335	80	25	as	as	ADP
easat-6335	80	26	scopus	scopus	NOUN
easat-6335	80	27	,	,	PUNCT
easat-6335	80	28	web	web	NOUN
easat-6335	80	29	of	of	ADP
easat-6335	80	30	science	science	NOUN
easat-6335	80	31	,	,	PUNCT
easat-6335	80	32	and	and	CCONJ
easat-6335	80	33	google	google	PROPN
easat-6335	80	34	scholar	scholar	NOUN
easat-6335	80	35	,	,	PUNCT
easat-6335	80	36	covering	cover	VERB
easat-6335	80	37	publications	publication	NOUN
easat-6335	80	38	from	from	ADP
easat-6335	80	39	2015	2015	NUM
easat-6335	80	40	to	to	ADP
easat-6335	80	41	2025	2025	NUM
easat-6335	80	42	.	.	PUNCT
easat-6335	81	1	the	the	DET
easat-6335	81	2	search	search	NOUN
easat-6335	81	3	terms	term	NOUN
easat-6335	81	4	combined	combine	VERB
easat-6335	81	5	keywords	keyword	NOUN
easat-6335	81	6	related	relate	VERB
easat-6335	81	7	to	to	ADP
easat-6335	81	8	artificial	artificial	ADJ
easat-6335	81	9	intelligence	intelligence	NOUN
easat-6335	81	10	,	,	PUNCT
easat-6335	81	11	public	public	ADJ
easat-6335	81	12	administration	administration	NOUN
easat-6335	81	13	,	,	PUNCT
easat-6335	81	14	institutional	institutional	ADJ
easat-6335	81	15	readiness	readiness	NOUN
easat-6335	81	16	,	,	PUNCT
easat-6335	81	17	and	and	CCONJ
easat-6335	81	18	adaptive	adaptive	ADJ
easat-6335	81	19	governance	governance	NOUN
easat-6335	81	20	,	,	PUNCT
easat-6335	81	21	refined	refine	VERB
easat-6335	81	22	through	through	ADP
easat-6335	81	23	boolean	boolean	ADJ
easat-6335	81	24	operators	operator	NOUN
easat-6335	81	25	.	.	PUNCT
easat-6335	82	1	inclusion	inclusion	NOUN
easat-6335	82	2	criteria	criterion	NOUN
easat-6335	82	3	were	be	AUX
easat-6335	82	4	set	set	VERB
easat-6335	82	5	to	to	PART
easat-6335	82	6	filter	filter	VERB
easat-6335	82	7	peer	peer	NOUN
easat-6335	82	8	-	-	PUNCT
easat-6335	82	9	reviewed	review	VERB
easat-6335	82	10	articles	article	NOUN
easat-6335	82	11	focused	focus	VERB
easat-6335	82	12	on	on	ADP
easat-6335	82	13	ai	ai	INTJ
easat-6335	82	14	in	in	ADP
easat-6335	82	15	public	public	ADJ
easat-6335	82	16	governance	governance	NOUN
easat-6335	82	17	,	,	PUNCT
easat-6335	82	18	published	publish	VERB
easat-6335	82	19	in	in	ADP
easat-6335	82	20	english	english	PROPN
easat-6335	82	21	,	,	PUNCT
easat-6335	82	22	and	and	CCONJ
easat-6335	82	23	containing	contain	VERB
easat-6335	82	24	relevant	relevant	ADJ
easat-6335	82	25	conceptual	conceptual	ADJ
easat-6335	82	26	or	or	CCONJ
easat-6335	82	27	empirical	empirical	ADJ
easat-6335	82	28	contributions	contribution	NOUN
easat-6335	82	29	.	.	PUNCT
easat-6335	83	1	articles	article	NOUN
easat-6335	83	2	were	be	AUX
easat-6335	83	3	excluded	exclude	VERB
easat-6335	83	4	if	if	SCONJ
easat-6335	83	5	they	they	PRON
easat-6335	83	6	dealt	deal	VERB
easat-6335	83	7	exclusively	exclusively	ADV
easat-6335	83	8	with	with	ADP
easat-6335	83	9	private	private	ADJ
easat-6335	83	10	sector	sector	NOUN
easat-6335	83	11	applications	application	NOUN
easat-6335	83	12	,	,	PUNCT
easat-6335	83	13	lacked	lack	VERB
easat-6335	83	14	methodological	methodological	ADJ
easat-6335	83	15	clarity	clarity	NOUN
easat-6335	83	16	,	,	PUNCT
easat-6335	83	17	or	or	CCONJ
easat-6335	83	18	fell	fall	VERB
easat-6335	83	19	outside	outside	ADP
easat-6335	83	20	the	the	DET
easat-6335	83	21	scope	scope	NOUN
easat-6335	83	22	of	of	ADP
easat-6335	83	23	institutional	institutional	ADJ
easat-6335	83	24	readiness	readiness	NOUN
easat-6335	83	25	.	.	PUNCT
easat-6335	84	1	a	a	DET
easat-6335	84	2	structured	structured	ADJ
easat-6335	84	3	data	data	NOUN
easat-6335	84	4	extraction	extraction	NOUN
easat-6335	84	5	process	process	NOUN
easat-6335	84	6	was	be	AUX
easat-6335	84	7	used	use	VERB
easat-6335	84	8	to	to	PART
easat-6335	84	9	collect	collect	VERB
easat-6335	84	10	relevant	relevant	ADJ
easat-6335	84	11	information	information	NOUN
easat-6335	84	12	from	from	ADP
easat-6335	84	13	selected	select	VERB
easat-6335	84	14	studies	study	NOUN
easat-6335	84	15	,	,	PUNCT
easat-6335	84	16	including	include	VERB
easat-6335	84	17	research	research	NOUN
easat-6335	84	18	aims	aim	NOUN
easat-6335	84	19	,	,	PUNCT
easat-6335	84	20	methodologies	methodology	NOUN
easat-6335	84	21	,	,	PUNCT
easat-6335	84	22	findings	finding	NOUN
easat-6335	84	23	,	,	PUNCT
easat-6335	84	24	and	and	CCONJ
easat-6335	84	25	readiness	readiness	NOUN
easat-6335	84	26	factors	factor	NOUN
easat-6335	84	27	.	.	PUNCT
easat-6335	85	1	the	the	DET
easat-6335	85	2	extracted	extract	VERB
easat-6335	85	3	data	datum	NOUN
easat-6335	85	4	underwent	undergo	VERB
easat-6335	85	5	thematic	thematic	ADJ
easat-6335	85	6	analysis	analysis	NOUN
easat-6335	85	7	,	,	PUNCT
easat-6335	85	8	categorizing	categorize	VERB
easat-6335	85	9	results	result	NOUN
easat-6335	85	10	into	into	ADP
easat-6335	85	11	core	core	ADJ
easat-6335	85	12	dimensions	dimension	NOUN
easat-6335	85	13	such	such	ADJ
easat-6335	85	14	as	as	ADP
easat-6335	85	15	technological	technological	ADJ
easat-6335	85	16	infrastructure	infrastructure	NOUN
easat-6335	85	17	,	,	PUNCT
easat-6335	85	18	digital	digital	ADJ
easat-6335	85	19	policy	policy	NOUN
easat-6335	85	20	alignment	alignment	NOUN
easat-6335	85	21	,	,	PUNCT
easat-6335	85	22	human	human	ADJ
easat-6335	85	23	resource	resource	NOUN
easat-6335	85	24	capacity	capacity	NOUN
easat-6335	85	25	,	,	PUNCT
easat-6335	85	26	and	and	CCONJ
easat-6335	85	27	organizational	organizational	ADJ
easat-6335	85	28	culture	culture	NOUN
easat-6335	85	29	.	.	PUNCT
easat-6335	86	1	a	a	DET
easat-6335	86	2	quality	quality	NOUN
easat-6335	86	3	appraisal	appraisal	NOUN
easat-6335	86	4	process	process	NOUN
easat-6335	86	5	was	be	AUX
easat-6335	86	6	applied	apply	VERB
easat-6335	86	7	to	to	PART
easat-6335	86	8	evaluate	evaluate	VERB
easat-6335	86	9	the	the	DET
easat-6335	86	10	rigor	rigor	NOUN
easat-6335	86	11	and	and	CCONJ
easat-6335	86	12	credibility	credibility	NOUN
easat-6335	86	13	of	of	ADP
easat-6335	86	14	each	each	DET
easat-6335	86	15	source	source	NOUN
easat-6335	86	16	,	,	PUNCT
easat-6335	86	17	ensuring	ensure	VERB
easat-6335	86	18	the	the	DET
easat-6335	86	19	reliability	reliability	NOUN
easat-6335	86	20	of	of	ADP
easat-6335	86	21	the	the	DET
easat-6335	86	22	synthesized	synthesize	VERB
easat-6335	86	23	outcomes	outcome	NOUN
easat-6335	86	24	.	.	PUNCT
easat-6335	87	1	based	base	VERB
easat-6335	87	2	on	on	ADP
easat-6335	87	3	the	the	DET
easat-6335	87	4	thematic	thematic	ADJ
easat-6335	87	5	synthesis	synthesis	NOUN
easat-6335	87	6	,	,	PUNCT
easat-6335	87	7	the	the	DET
easat-6335	87	8	study	study	NOUN
easat-6335	87	9	proposed	propose	VERB
easat-6335	87	10	a	a	DET
easat-6335	87	11	multidimensional	multidimensional	ADJ
easat-6335	87	12	framework	framework	NOUN
easat-6335	87	13	for	for	ADP
easat-6335	87	14	assessing	assess	VERB
easat-6335	87	15	ai	ai	VERB
easat-6335	87	16	readiness	readiness	NOUN
easat-6335	87	17	in	in	ADP
easat-6335	87	18	public	public	ADJ
easat-6335	87	19	institutions	institution	NOUN
easat-6335	87	20	,	,	PUNCT
easat-6335	87	21	highlighting	highlight	VERB
easat-6335	87	22	interdependencies	interdependency	NOUN
easat-6335	87	23	among	among	ADP
easat-6335	87	24	various	various	ADJ
easat-6335	87	25	readiness	readiness	NOUN
easat-6335	87	26	components	component	NOUN
easat-6335	87	27	.	.	PUNCT
easat-6335	88	1	the	the	DET
easat-6335	88	2	framework	framework	NOUN
easat-6335	88	3	emphasizes	emphasize	VERB
easat-6335	88	4	adaptability	adaptability	NOUN
easat-6335	88	5	,	,	PUNCT
easat-6335	88	6	participatory	participatory	ADJ
easat-6335	88	7	governance	governance	NOUN
easat-6335	88	8	,	,	PUNCT
easat-6335	88	9	and	and	CCONJ
easat-6335	88	10	strategic	strategic	ADJ
easat-6335	88	11	alignment	alignment	NOUN
easat-6335	88	12	with	with	ADP
easat-6335	88	13	technological	technological	ADJ
easat-6335	88	14	innovation	innovation	NOUN
easat-6335	88	15	.	.	PUNCT
easat-6335	89	1	it	it	PRON
easat-6335	89	2	is	be	AUX
easat-6335	89	3	intended	intend	VERB
easat-6335	89	4	as	as	ADP
easat-6335	89	5	a	a	DET
easat-6335	89	6	diagnostic	diagnostic	ADJ
easat-6335	89	7	tool	tool	NOUN
easat-6335	89	8	to	to	PART
easat-6335	89	9	guide	guide	VERB
easat-6335	89	10	public	public	ADJ
easat-6335	89	11	administrators	administrator	NOUN
easat-6335	89	12	and	and	CCONJ
easat-6335	89	13	policymakers	policymaker	NOUN
easat-6335	89	14	in	in	ADP
easat-6335	89	15	identifying	identify	VERB
easat-6335	89	16	institutional	institutional	ADJ
easat-6335	89	17	strengths	strength	NOUN
easat-6335	89	18	and	and	CCONJ
easat-6335	89	19	gaps	gap	NOUN
easat-6335	89	20	.	.	PUNCT
easat-6335	90	1	while	while	SCONJ
easat-6335	90	2	this	this	DET
easat-6335	90	3	review	review	NOUN
easat-6335	90	4	provides	provide	VERB
easat-6335	90	5	a	a	DET
easat-6335	90	6	structured	structured	ADJ
easat-6335	90	7	foundation	foundation	NOUN
easat-6335	90	8	for	for	ADP
easat-6335	90	9	theoretical	theoretical	ADJ
easat-6335	90	10	advancement	advancement	NOUN
easat-6335	90	11	,	,	PUNCT
easat-6335	90	12	it	it	PRON
easat-6335	90	13	acknowledges	acknowledge	VERB
easat-6335	90	14	limitations	limitation	NOUN
easat-6335	90	15	stemming	stem	VERB
easat-6335	90	16	from	from	ADP
easat-6335	90	17	the	the	DET
easat-6335	90	18	availability	availability	NOUN
easat-6335	90	19	and	and	CCONJ
easat-6335	90	20	scope	scope	NOUN
easat-6335	90	21	of	of	ADP
easat-6335	90	22	existing	exist	VERB
easat-6335	90	23	literature	literature	NOUN
easat-6335	90	24	.	.	PUNCT
easat-6335	91	1	the	the	DET
easat-6335	91	2	study	study	NOUN
easat-6335	91	3	calls	call	VERB
easat-6335	91	4	for	for	ADP
easat-6335	91	5	further	further	ADJ
easat-6335	91	6	empirical	empirical	ADJ
easat-6335	91	7	validation	validation	NOUN
easat-6335	91	8	of	of	ADP
easat-6335	91	9	the	the	DET
easat-6335	91	10	proposed	propose	VERB
easat-6335	91	11	framework	framework	NOUN
easat-6335	91	12	across	across	ADP
easat-6335	91	13	diverse	diverse	ADJ
easat-6335	91	14	governance	governance	NOUN
easat-6335	91	15	contexts	context	NOUN
easat-6335	91	16	and	and	CCONJ
easat-6335	91	17	recommends	recommend	VERB
easat-6335	91	18	longitudinal	longitudinal	ADJ
easat-6335	91	19	research	research	NOUN
easat-6335	91	20	to	to	PART
easat-6335	91	21	examine	examine	VERB
easat-6335	91	22	how	how	SCONJ
easat-6335	91	23	institutional	institutional	ADJ
easat-6335	91	24	readiness	readiness	NOUN
easat-6335	91	25	evolves	evolve	VERB
easat-6335	91	26	over	over	ADP
easat-6335	91	27	time	time	NOUN
easat-6335	91	28	.	.	PUNCT
easat-6335	92	1	by	by	ADP
easat-6335	92	2	offering	offer	VERB
easat-6335	92	3	a	a	DET
easat-6335	92	4	structured	structured	ADJ
easat-6335	92	5	synthesis	synthesis	NOUN
easat-6335	92	6	of	of	ADP
easat-6335	92	7	scholarly	scholarly	ADJ
easat-6335	92	8	findings	finding	NOUN
easat-6335	92	9	,	,	PUNCT
easat-6335	92	10	this	this	DET
easat-6335	92	11	methodological	methodological	ADJ
easat-6335	92	12	approach	approach	NOUN
easat-6335	92	13	contributes	contribute	VERB
easat-6335	92	14	to	to	ADP
easat-6335	92	15	the	the	DET
easat-6335	92	16	growing	grow	VERB
easat-6335	92	17	discourse	discourse	NOUN
easat-6335	92	18	on	on	ADP
easat-6335	92	19	responsible	responsible	ADJ
easat-6335	92	20	and	and	CCONJ
easat-6335	92	21	strategic	strategic	ADJ
easat-6335	92	22	ai	ai	NOUN
easat-6335	92	23	integration	integration	NOUN
easat-6335	92	24	in	in	ADP
easat-6335	92	25	public	public	ADJ
easat-6335	92	26	administration	administration	NOUN
easat-6335	92	27	.	.	PUNCT
easat-6335	93	1	3	3	X
easat-6335	93	2	.	.	NOUN
easat-6335	93	3	results	result	NOUN
easat-6335	93	4	and	and	CCONJ
easat-6335	93	5	discussion	discussion	NOUN
easat-6335	93	6	3.1	3.1	NUM
easat-6335	93	7	.	.	PUNCT
easat-6335	94	1	institutional	institutional	ADJ
easat-6335	94	2	readiness	readiness	NOUN
easat-6335	94	3	is	be	AUX
easat-6335	94	4	multidimensional	multidimensional	ADJ
easat-6335	94	5	institutional	institutional	ADJ
easat-6335	94	6	readiness	readiness	NOUN
easat-6335	94	7	for	for	ADP
easat-6335	94	8	ai	ai	PRON
easat-6335	94	9	adoption	adoption	NOUN
easat-6335	94	10	in	in	ADP
easat-6335	94	11	public	public	ADJ
easat-6335	94	12	sector	sector	NOUN
easat-6335	94	13	governance	governance	NOUN
easat-6335	94	14	is	be	AUX
easat-6335	94	15	a	a	DET
easat-6335	94	16	multidimensional	multidimensional	ADJ
easat-6335	94	17	construct	construct	NOUN
easat-6335	94	18	that	that	PRON
easat-6335	94	19	can	can	AUX
easat-6335	94	20	not	not	PART
easat-6335	94	21	be	be	AUX
easat-6335	94	22	reduced	reduce	VERB
easat-6335	94	23	to	to	ADP
easat-6335	94	24	technological	technological	ADJ
easat-6335	94	25	preparedness	preparedness	NOUN
easat-6335	94	26	alone	alone	ADV
easat-6335	94	27	.	.	PUNCT
easat-6335	95	1	this	this	DET
easat-6335	95	2	study	study	NOUN
easat-6335	95	3	found	find	VERB
easat-6335	95	4	that	that	SCONJ
easat-6335	95	5	successful	successful	ADJ
easat-6335	95	6	1573	1573	NUM
easat-6335	95	7	edelweiss	edelweiss	PROPN
easat-6335	95	8	applied	apply	VERB
easat-6335	95	9	science	science	NOUN
easat-6335	95	10	and	and	CCONJ
easat-6335	95	11	technology	technology	NOUN
easat-6335	95	12	issn	issn	PROPN
easat-6335	95	13	:	:	PUNCT
easat-6335	95	14	2576	2576	NUM
easat-6335	95	15	-	-	SYM
easat-6335	95	16	8484	8484	NUM
easat-6335	95	17	vol	vol	NOUN
easat-6335	95	18	.	.	PROPN
easat-6335	96	1	9	9	NUM
easat-6335	96	2	,	,	PUNCT
easat-6335	96	3	no	no	INTJ
easat-6335	96	4	.	.	NOUN
easat-6335	96	5	4	4	NUM
easat-6335	96	6	:	:	SYM
easat-6335	96	7	1569	1569	NUM
easat-6335	96	8	-	-	SYM
easat-6335	96	9	1580	1580	NUM
easat-6335	96	10	,	,	PUNCT
easat-6335	96	11	2025	2025	NUM
easat-6335	96	12	doi	doi	NOUN
easat-6335	96	13	:	:	PUNCT
easat-6335	96	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	96	15	©	©	PROPN
easat-6335	96	16	2025	2025	NUM
easat-6335	96	17	by	by	ADP
easat-6335	96	18	the	the	DET
easat-6335	96	19	author	author	NOUN
easat-6335	96	20	;	;	PUNCT
easat-6335	97	1	licensee	licensee	PROPN
easat-6335	97	2	learning	learn	VERB
easat-6335	97	3	gate	gate	NOUN
easat-6335	97	4	implementation	implementation	NOUN
easat-6335	97	5	of	of	ADP
easat-6335	97	6	ai	ai	NOUN
easat-6335	97	7	requires	require	VERB
easat-6335	97	8	the	the	DET
easat-6335	97	9	synergy	synergy	NOUN
easat-6335	97	10	of	of	ADP
easat-6335	97	11	four	four	NUM
easat-6335	97	12	key	key	ADJ
easat-6335	97	13	components	component	NOUN
easat-6335	97	14	:	:	PUNCT
easat-6335	97	15	digital	digital	ADJ
easat-6335	97	16	infrastructure	infrastructure	NOUN
easat-6335	97	17	,	,	PUNCT
easat-6335	97	18	skilled	skilled	ADJ
easat-6335	97	19	human	human	ADJ
easat-6335	97	20	resources	resource	NOUN
easat-6335	97	21	,	,	PUNCT
easat-6335	97	22	an	an	DET
easat-6335	97	23	adaptive	adaptive	ADJ
easat-6335	97	24	organizational	organizational	ADJ
easat-6335	97	25	culture	culture	NOUN
easat-6335	97	26	,	,	PUNCT
easat-6335	97	27	and	and	CCONJ
easat-6335	97	28	comprehensive	comprehensive	ADJ
easat-6335	97	29	governance	governance	NOUN
easat-6335	97	30	mechanisms	mechanism	NOUN
easat-6335	97	31	.	.	PUNCT
easat-6335	98	1	institutions	institution	NOUN
easat-6335	98	2	must	must	AUX
easat-6335	98	3	have	have	VERB
easat-6335	98	4	reliable	reliable	ADJ
easat-6335	98	5	and	and	CCONJ
easat-6335	98	6	scalable	scalable	ADJ
easat-6335	98	7	infrastructure	infrastructure	NOUN
easat-6335	98	8	capable	capable	ADJ
easat-6335	98	9	of	of	ADP
easat-6335	98	10	integrating	integrate	VERB
easat-6335	98	11	advanced	advanced	ADJ
easat-6335	98	12	technologies	technology	NOUN
easat-6335	98	13	without	without	ADP
easat-6335	98	14	creating	create	VERB
easat-6335	98	15	new	new	ADJ
easat-6335	98	16	digital	digital	ADJ
easat-6335	98	17	silos	silo	NOUN
easat-6335	98	18	.	.	PUNCT
easat-6335	99	1	personnel	personnel	NOUN
easat-6335	99	2	must	must	AUX
easat-6335	99	3	be	be	AUX
easat-6335	99	4	equipped	equip	VERB
easat-6335	99	5	not	not	PART
easat-6335	99	6	only	only	ADV
easat-6335	99	7	with	with	ADP
easat-6335	99	8	technical	technical	ADJ
easat-6335	99	9	competencies	competency	NOUN
easat-6335	99	10	but	but	CCONJ
easat-6335	99	11	also	also	ADV
easat-6335	99	12	with	with	ADP
easat-6335	99	13	ethical	ethical	ADJ
easat-6335	99	14	and	and	CCONJ
easat-6335	99	15	strategic	strategic	ADJ
easat-6335	99	16	understanding	understanding	NOUN
easat-6335	99	17	of	of	ADP
easat-6335	99	18	ai	ai	PROPN
easat-6335	99	19	's	's	PART
easat-6335	99	20	role	role	NOUN
easat-6335	99	21	in	in	ADP
easat-6335	99	22	decision	decision	NOUN
easat-6335	99	23	-	-	PUNCT
easat-6335	99	24	making	making	NOUN
easat-6335	99	25	.	.	PUNCT
easat-6335	100	1	organizational	organizational	ADJ
easat-6335	100	2	culture	culture	NOUN
easat-6335	100	3	must	must	AUX
easat-6335	100	4	support	support	VERB
easat-6335	100	5	experimentation	experimentation	NOUN
easat-6335	100	6	,	,	PUNCT
easat-6335	100	7	innovation	innovation	NOUN
easat-6335	100	8	,	,	PUNCT
easat-6335	100	9	and	and	CCONJ
easat-6335	100	10	learning	learning	NOUN
easat-6335	100	11	,	,	PUNCT
easat-6335	100	12	particularly	particularly	ADV
easat-6335	100	13	in	in	ADP
easat-6335	100	14	navigating	navigate	VERB
easat-6335	100	15	the	the	DET
easat-6335	100	16	dynamic	dynamic	ADJ
easat-6335	100	17	nature	nature	NOUN
easat-6335	100	18	of	of	ADP
easat-6335	100	19	ai	ai	PROPN
easat-6335	100	20	applications	application	NOUN
easat-6335	100	21	.	.	PUNCT
easat-6335	101	1	governance	governance	NOUN
easat-6335	101	2	mechanisms	mechanism	NOUN
easat-6335	101	3	must	must	AUX
easat-6335	101	4	offer	offer	VERB
easat-6335	101	5	both	both	DET
easat-6335	101	6	direction	direction	NOUN
easat-6335	101	7	and	and	CCONJ
easat-6335	101	8	flexibility	flexibility	NOUN
easat-6335	101	9	,	,	PUNCT
easat-6335	101	10	providing	provide	VERB
easat-6335	101	11	clear	clear	ADJ
easat-6335	101	12	frameworks	framework	NOUN
easat-6335	101	13	for	for	ADP
easat-6335	101	14	accountability	accountability	NOUN
easat-6335	101	15	while	while	SCONJ
easat-6335	101	16	encouraging	encourage	VERB
easat-6335	101	17	responsible	responsible	ADJ
easat-6335	101	18	experimentation	experimentation	NOUN
easat-6335	101	19	.	.	PUNCT
easat-6335	102	1	a	a	DET
easat-6335	102	2	lack	lack	NOUN
easat-6335	102	3	of	of	ADP
easat-6335	102	4	readiness	readiness	NOUN
easat-6335	102	5	in	in	ADP
easat-6335	102	6	any	any	DET
easat-6335	102	7	one	one	NUM
easat-6335	102	8	of	of	ADP
easat-6335	102	9	these	these	DET
easat-6335	102	10	areas	area	NOUN
easat-6335	102	11	was	be	AUX
easat-6335	102	12	found	find	VERB
easat-6335	102	13	to	to	PART
easat-6335	102	14	significantly	significantly	ADV
easat-6335	102	15	hinder	hinder	VERB
easat-6335	102	16	the	the	DET
easat-6335	102	17	overall	overall	ADJ
easat-6335	102	18	institutional	institutional	ADJ
easat-6335	102	19	capacity	capacity	NOUN
easat-6335	102	20	to	to	PART
easat-6335	102	21	benefit	benefit	VERB
easat-6335	102	22	from	from	ADP
easat-6335	102	23	ai	ai	PRON
easat-6335	102	24	adoption	adoption	NOUN
easat-6335	102	25	.	.	PUNCT
easat-6335	103	1	the	the	DET
easat-6335	103	2	interdependence	interdependence	NOUN
easat-6335	103	3	among	among	ADP
easat-6335	103	4	these	these	DET
easat-6335	103	5	components	component	NOUN
easat-6335	103	6	means	mean	VERB
easat-6335	103	7	readiness	readiness	NOUN
easat-6335	103	8	should	should	AUX
easat-6335	103	9	be	be	AUX
easat-6335	103	10	understood	understand	VERB
easat-6335	103	11	holistically	holistically	ADV
easat-6335	103	12	,	,	PUNCT
easat-6335	103	13	not	not	PART
easat-6335	103	14	compartmentally	compartmentally	ADV
easat-6335	103	15	.	.	PUNCT
easat-6335	104	1	this	this	DET
easat-6335	104	2	finding	finding	NOUN
easat-6335	104	3	underscores	underscore	VERB
easat-6335	104	4	the	the	DET
easat-6335	104	5	need	need	NOUN
easat-6335	104	6	for	for	ADP
easat-6335	104	7	multidimensional	multidimensional	ADJ
easat-6335	104	8	evaluation	evaluation	NOUN
easat-6335	104	9	tools	tool	NOUN
easat-6335	104	10	that	that	PRON
easat-6335	104	11	capture	capture	VERB
easat-6335	104	12	the	the	DET
easat-6335	104	13	nuanced	nuanced	ADJ
easat-6335	104	14	interplay	interplay	NOUN
easat-6335	104	15	among	among	ADP
easat-6335	104	16	infrastructure	infrastructure	NOUN
easat-6335	104	17	,	,	PUNCT
easat-6335	104	18	human	human	ADJ
easat-6335	104	19	capital	capital	NOUN
easat-6335	104	20	,	,	PUNCT
easat-6335	104	21	governance	governance	NOUN
easat-6335	104	22	,	,	PUNCT
easat-6335	104	23	and	and	CCONJ
easat-6335	104	24	organizational	organizational	ADJ
easat-6335	104	25	adaptability	adaptability	NOUN
easat-6335	104	26	.	.	PUNCT
easat-6335	105	1	the	the	DET
easat-6335	105	2	multidimensional	multidimensional	ADJ
easat-6335	105	3	nature	nature	NOUN
easat-6335	105	4	of	of	ADP
easat-6335	105	5	institutional	institutional	ADJ
easat-6335	105	6	readiness	readiness	NOUN
easat-6335	105	7	aligns	align	VERB
easat-6335	105	8	with	with	ADP
easat-6335	105	9	the	the	DET
easat-6335	105	10	evolving	evolve	VERB
easat-6335	105	11	consensus	consensus	NOUN
easat-6335	105	12	across	across	ADP
easat-6335	105	13	recent	recent	ADJ
easat-6335	105	14	academic	academic	ADJ
easat-6335	105	15	literature	literature	NOUN
easat-6335	105	16	.	.	PUNCT
easat-6335	106	1	jöhnk	jöhnk	PROPN
easat-6335	106	2	,	,	PUNCT
easat-6335	106	3	et	et	PROPN
easat-6335	106	4	al	al	PROPN
easat-6335	106	5	.	.	PUNCT
easat-6335	107	1	[	[	X
easat-6335	107	2	18	18	NUM
easat-6335	107	3	]	]	PUNCT
easat-6335	107	4	argue	argue	VERB
easat-6335	107	5	that	that	SCONJ
easat-6335	107	6	readiness	readiness	NOUN
easat-6335	107	7	must	must	AUX
easat-6335	107	8	account	account	VERB
easat-6335	107	9	for	for	ADP
easat-6335	107	10	internal	internal	ADJ
easat-6335	107	11	alignment	alignment	NOUN
easat-6335	107	12	across	across	ADP
easat-6335	107	13	strategy	strategy	NOUN
easat-6335	107	14	,	,	PUNCT
easat-6335	107	15	resources	resource	NOUN
easat-6335	107	16	,	,	PUNCT
easat-6335	107	17	and	and	CCONJ
easat-6335	107	18	culture	culture	NOUN
easat-6335	107	19	,	,	PUNCT
easat-6335	107	20	though	though	SCONJ
easat-6335	107	21	their	their	PRON
easat-6335	107	22	model	model	NOUN
easat-6335	107	23	was	be	AUX
easat-6335	107	24	developed	develop	VERB
easat-6335	107	25	with	with	ADP
easat-6335	107	26	private	private	ADJ
easat-6335	107	27	-	-	PUNCT
easat-6335	107	28	sector	sector	NOUN
easat-6335	107	29	organizations	organization	NOUN
easat-6335	107	30	in	in	ADP
easat-6335	107	31	mind	mind	NOUN
easat-6335	107	32	,	,	PUNCT
easat-6335	107	33	limiting	limit	VERB
easat-6335	107	34	public	public	ADJ
easat-6335	107	35	-	-	PUNCT
easat-6335	107	36	sector	sector	NOUN
easat-6335	107	37	applicability	applicability	NOUN
easat-6335	107	38	.	.	PUNCT
easat-6335	108	1	coetzee	coetzee	PROPN
easat-6335	109	1	[	[	X
easat-6335	109	2	20	20	NUM
easat-6335	109	3	]	]	PUNCT
easat-6335	109	4	proposes	propose	VERB
easat-6335	109	5	the	the	DET
easat-6335	109	6	“	"	PUNCT
easat-6335	109	7	ai	ai	ADJ
easat-6335	109	8	readiness	readiness	NOUN
easat-6335	109	9	prism	prism	NOUN
easat-6335	109	10	,	,	PUNCT
easat-6335	109	11	”	"	PUNCT
easat-6335	109	12	a	a	DET
easat-6335	109	13	diagnostic	diagnostic	ADJ
easat-6335	109	14	framework	framework	NOUN
easat-6335	109	15	tailored	tailor	VERB
easat-6335	109	16	to	to	ADP
easat-6335	109	17	public	public	ADJ
easat-6335	109	18	governance	governance	NOUN
easat-6335	109	19	,	,	PUNCT
easat-6335	109	20	which	which	PRON
easat-6335	109	21	introduces	introduce	VERB
easat-6335	109	22	cultural	cultural	ADJ
easat-6335	109	23	alignment	alignment	NOUN
easat-6335	109	24	and	and	CCONJ
easat-6335	109	25	ethical	ethical	ADJ
easat-6335	109	26	integration	integration	NOUN
easat-6335	109	27	as	as	ADP
easat-6335	109	28	core	core	NOUN
easat-6335	109	29	readiness	readiness	NOUN
easat-6335	109	30	pillars	pillar	NOUN
easat-6335	109	31	.	.	PUNCT
easat-6335	110	1	this	this	DET
easat-6335	110	2	framework	framework	NOUN
easat-6335	110	3	adds	add	VERB
easat-6335	110	4	value	value	NOUN
easat-6335	110	5	by	by	ADP
easat-6335	110	6	integrating	integrate	VERB
easat-6335	110	7	intangible	intangible	ADJ
easat-6335	110	8	institutional	institutional	ADJ
easat-6335	110	9	characteristics	characteristic	NOUN
easat-6335	110	10	often	often	ADV
easat-6335	110	11	overlooked	overlook	VERB
easat-6335	110	12	in	in	ADP
easat-6335	110	13	more	more	ADJ
easat-6335	110	14	infrastructure	infrastructure	NOUN
easat-6335	110	15	-	-	PUNCT
easat-6335	110	16	driven	drive	VERB
easat-6335	110	17	assessments	assessment	NOUN
easat-6335	110	18	.	.	PUNCT
easat-6335	111	1	in	in	ADP
easat-6335	111	2	a	a	DET
easat-6335	111	3	comparative	comparative	ADJ
easat-6335	111	4	context	context	NOUN
easat-6335	111	5	,	,	PUNCT
easat-6335	111	6	the	the	DET
easat-6335	111	7	government	government	NOUN
easat-6335	111	8	ai	ai	VERB
easat-6335	111	9	readiness	readiness	NOUN
easat-6335	111	10	index	index	NOUN
easat-6335	111	11	by	by	ADP
easat-6335	111	12	oxford	oxford	ADJ
easat-6335	111	13	insights	insight	NOUN
easat-6335	111	14	[	[	X
easat-6335	111	15	11	11	NUM
easat-6335	111	16	]	]	PUNCT
easat-6335	111	17	measures	measure	NOUN
easat-6335	111	18	institutional	institutional	ADJ
easat-6335	111	19	readiness	readiness	NOUN
easat-6335	111	20	globally	globally	ADV
easat-6335	111	21	but	but	CCONJ
easat-6335	111	22	has	have	AUX
easat-6335	111	23	been	be	AUX
easat-6335	111	24	critiqued	critique	VERB
easat-6335	111	25	for	for	ADP
easat-6335	111	26	overemphasizing	overemphasize	VERB
easat-6335	111	27	digital	digital	ADJ
easat-6335	111	28	maturity	maturity	NOUN
easat-6335	111	29	at	at	ADP
easat-6335	111	30	the	the	DET
easat-6335	111	31	expense	expense	NOUN
easat-6335	111	32	of	of	ADP
easat-6335	111	33	participatory	participatory	ADJ
easat-6335	111	34	governance	governance	NOUN
easat-6335	111	35	and	and	CCONJ
easat-6335	111	36	ethical	ethical	ADJ
easat-6335	111	37	safeguards	safeguard	NOUN
easat-6335	111	38	.	.	PUNCT
easat-6335	112	1	by	by	ADP
easat-6335	112	2	contrast	contrast	NOUN
easat-6335	112	3	,	,	PUNCT
easat-6335	112	4	guedes	guede	NOUN
easat-6335	112	5	and	and	CCONJ
easat-6335	112	6	júnior	júnior	NOUN
easat-6335	113	1	[	[	X
easat-6335	113	2	19	19	NUM
easat-6335	113	3	]	]	PUNCT
easat-6335	113	4	offer	offer	VERB
easat-6335	113	5	empirical	empirical	ADJ
easat-6335	113	6	insights	insight	NOUN
easat-6335	113	7	from	from	ADP
easat-6335	113	8	latin	latin	PROPN
easat-6335	113	9	america	america	PROPN
easat-6335	113	10	that	that	PRON
easat-6335	113	11	emphasize	emphasize	VERB
easat-6335	113	12	organizational	organizational	ADJ
easat-6335	113	13	inertia	inertia	NOUN
easat-6335	113	14	and	and	CCONJ
easat-6335	113	15	leadership	leadership	NOUN
easat-6335	113	16	reluctance	reluctance	NOUN
easat-6335	113	17	as	as	ADP
easat-6335	113	18	hidden	hidden	ADJ
easat-6335	113	19	barriers	barrier	NOUN
easat-6335	113	20	to	to	PART
easat-6335	113	21	ai	ai	VERB
easat-6335	113	22	integration	integration	NOUN
easat-6335	113	23	—	—	PUNCT
easat-6335	113	24	factors	factor	NOUN
easat-6335	113	25	absent	absent	ADJ
easat-6335	113	26	in	in	ADP
easat-6335	113	27	many	many	ADJ
easat-6335	113	28	global	global	ADJ
easat-6335	113	29	frameworks	framework	NOUN
easat-6335	113	30	.	.	PUNCT
easat-6335	114	1	these	these	DET
easat-6335	114	2	findings	finding	NOUN
easat-6335	114	3	reinforce	reinforce	VERB
easat-6335	114	4	the	the	DET
easat-6335	114	5	author	author	NOUN
easat-6335	114	6	's	's	PART
easat-6335	114	7	assertion	assertion	NOUN
easat-6335	114	8	that	that	SCONJ
easat-6335	114	9	any	any	DET
easat-6335	114	10	framework	framework	NOUN
easat-6335	114	11	for	for	ADP
easat-6335	114	12	assessing	assess	VERB
easat-6335	114	13	institutional	institutional	ADJ
easat-6335	114	14	readiness	readiness	NOUN
easat-6335	114	15	must	must	AUX
easat-6335	114	16	move	move	VERB
easat-6335	114	17	beyond	beyond	ADP
easat-6335	114	18	technical	technical	ADJ
easat-6335	114	19	criteria	criterion	NOUN
easat-6335	114	20	to	to	PART
easat-6335	114	21	include	include	VERB
easat-6335	114	22	values	value	NOUN
easat-6335	114	23	,	,	PUNCT
easat-6335	114	24	behavior	behavior	NOUN
easat-6335	114	25	,	,	PUNCT
easat-6335	114	26	and	and	CCONJ
easat-6335	114	27	leadership	leadership	NOUN
easat-6335	114	28	responsiveness	responsiveness	NOUN
easat-6335	114	29	.	.	PUNCT
easat-6335	115	1	the	the	DET
easat-6335	115	2	present	present	ADJ
easat-6335	115	3	study	study	NOUN
easat-6335	115	4	builds	build	VERB
easat-6335	115	5	on	on	ADP
easat-6335	115	6	this	this	DET
easat-6335	115	7	literature	literature	NOUN
easat-6335	115	8	by	by	ADP
easat-6335	115	9	explicitly	explicitly	ADV
easat-6335	115	10	weaving	weave	VERB
easat-6335	115	11	together	together	ADV
easat-6335	115	12	the	the	DET
easat-6335	115	13	technological	technological	ADJ
easat-6335	115	14	,	,	PUNCT
easat-6335	115	15	cultural	cultural	ADJ
easat-6335	115	16	,	,	PUNCT
easat-6335	115	17	and	and	CCONJ
easat-6335	115	18	administrative	administrative	ADJ
easat-6335	115	19	strands	strand	NOUN
easat-6335	115	20	of	of	ADP
easat-6335	115	21	readiness	readiness	NOUN
easat-6335	115	22	under	under	ADP
easat-6335	115	23	a	a	DET
easat-6335	115	24	unified	unified	ADJ
easat-6335	115	25	conceptual	conceptual	ADJ
easat-6335	115	26	model	model	NOUN
easat-6335	115	27	.	.	PUNCT
easat-6335	116	1	in	in	ADP
easat-6335	116	2	doing	do	VERB
easat-6335	116	3	so	so	ADV
easat-6335	116	4	,	,	PUNCT
easat-6335	116	5	it	it	PRON
easat-6335	116	6	contributes	contribute	VERB
easat-6335	116	7	to	to	ADP
easat-6335	116	8	a	a	DET
easat-6335	116	9	more	more	ADV
easat-6335	116	10	contextsensitive	contextsensitive	ADJ
easat-6335	116	11	understanding	understanding	NOUN
easat-6335	116	12	of	of	ADP
easat-6335	116	13	what	what	PRON
easat-6335	116	14	it	it	PRON
easat-6335	116	15	means	mean	VERB
easat-6335	116	16	for	for	ADP
easat-6335	116	17	public	public	ADJ
easat-6335	116	18	institutions	institution	NOUN
easat-6335	116	19	to	to	PART
easat-6335	116	20	be	be	AUX
easat-6335	116	21	truly	truly	ADV
easat-6335	116	22	prepared	prepare	VERB
easat-6335	116	23	for	for	ADP
easat-6335	116	24	ai	ai	PROPN
easat-6335	116	25	.	.	PUNCT
easat-6335	116	26	institutional	institutional	ADJ
easat-6335	116	27	readiness	readiness	NOUN
easat-6335	116	28	,	,	PUNCT
easat-6335	116	29	therefore	therefore	ADV
easat-6335	116	30	,	,	PUNCT
easat-6335	116	31	should	should	AUX
easat-6335	116	32	not	not	PART
easat-6335	116	33	be	be	AUX
easat-6335	116	34	treated	treat	VERB
easat-6335	116	35	as	as	ADP
easat-6335	116	36	a	a	DET
easat-6335	116	37	static	static	ADJ
easat-6335	116	38	condition	condition	NOUN
easat-6335	116	39	but	but	CCONJ
easat-6335	116	40	as	as	ADP
easat-6335	116	41	a	a	DET
easat-6335	116	42	dynamic	dynamic	ADJ
easat-6335	116	43	state	state	NOUN
easat-6335	116	44	shaped	shape	VERB
easat-6335	116	45	by	by	ADP
easat-6335	116	46	internal	internal	ADJ
easat-6335	116	47	adaptability	adaptability	NOUN
easat-6335	116	48	and	and	CCONJ
easat-6335	116	49	external	external	ADJ
easat-6335	116	50	technological	technological	ADJ
easat-6335	116	51	shifts	shift	NOUN
easat-6335	116	52	.	.	PUNCT
easat-6335	117	1	this	this	DET
easat-6335	117	2	view	view	NOUN
easat-6335	117	3	reflects	reflect	VERB
easat-6335	117	4	the	the	DET
easat-6335	117	5	logic	logic	NOUN
easat-6335	117	6	of	of	ADP
easat-6335	117	7	adaptive	adaptive	ADJ
easat-6335	117	8	governance	governance	NOUN
easat-6335	117	9	,	,	PUNCT
easat-6335	117	10	which	which	PRON
easat-6335	117	11	suggests	suggest	VERB
easat-6335	117	12	that	that	SCONJ
easat-6335	117	13	readiness	readiness	NOUN
easat-6335	117	14	must	must	AUX
easat-6335	117	15	evolve	evolve	VERB
easat-6335	117	16	in	in	ADP
easat-6335	117	17	tandem	tandem	NOUN
easat-6335	117	18	with	with	ADP
easat-6335	117	19	advances	advance	NOUN
easat-6335	117	20	in	in	ADP
easat-6335	117	21	ai	ai	ADJ
easat-6335	117	22	capabilities	capability	NOUN
easat-6335	117	23	.	.	PUNCT
easat-6335	118	1	multidimensional	multidimensional	ADJ
easat-6335	118	2	frameworks	framework	NOUN
easat-6335	118	3	that	that	PRON
easat-6335	118	4	integrate	integrate	VERB
easat-6335	118	5	such	such	ADJ
easat-6335	118	6	adaptive	adaptive	ADJ
easat-6335	118	7	features	feature	NOUN
easat-6335	118	8	can	can	AUX
easat-6335	118	9	provide	provide	VERB
easat-6335	118	10	more	more	ADJ
easat-6335	118	11	actionable	actionable	ADJ
easat-6335	118	12	diagnostics	diagnostic	NOUN
easat-6335	118	13	for	for	ADP
easat-6335	118	14	policymakers	policymaker	NOUN
easat-6335	118	15	.	.	PUNCT
easat-6335	119	1	institutions	institution	NOUN
easat-6335	119	2	lacking	lack	VERB
easat-6335	119	3	this	this	DET
easat-6335	119	4	comprehensive	comprehensive	ADJ
easat-6335	119	5	view	view	NOUN
easat-6335	119	6	are	be	AUX
easat-6335	119	7	more	more	ADV
easat-6335	119	8	likely	likely	ADJ
easat-6335	119	9	to	to	PART
easat-6335	119	10	experience	experience	VERB
easat-6335	119	11	fragmented	fragmented	ADJ
easat-6335	119	12	implementation	implementation	NOUN
easat-6335	119	13	,	,	PUNCT
easat-6335	119	14	weak	weak	ADJ
easat-6335	119	15	legitimacy	legitimacy	NOUN
easat-6335	119	16	,	,	PUNCT
easat-6335	119	17	or	or	CCONJ
easat-6335	119	18	reduced	reduce	VERB
easat-6335	119	19	public	public	ADJ
easat-6335	119	20	trust	trust	NOUN
easat-6335	119	21	.	.	PUNCT
easat-6335	120	1	the	the	DET
easat-6335	120	2	analysis	analysis	NOUN
easat-6335	120	3	thus	thus	ADV
easat-6335	120	4	positions	position	VERB
easat-6335	120	5	the	the	DET
easat-6335	120	6	proposed	propose	VERB
easat-6335	120	7	model	model	NOUN
easat-6335	120	8	as	as	ADP
easat-6335	120	9	a	a	DET
easat-6335	120	10	timely	timely	ADJ
easat-6335	120	11	intervention	intervention	NOUN
easat-6335	120	12	that	that	SCONJ
easat-6335	120	13	bridges	bridge	NOUN
easat-6335	120	14	conceptual	conceptual	ADJ
easat-6335	120	15	and	and	CCONJ
easat-6335	120	16	practical	practical	ADJ
easat-6335	120	17	gaps	gap	NOUN
easat-6335	120	18	in	in	ADP
easat-6335	120	19	current	current	ADJ
easat-6335	120	20	ai	ai	VERB
easat-6335	120	21	readiness	readiness	NOUN
easat-6335	120	22	discourse	discourse	NOUN
easat-6335	120	23	.	.	PUNCT
easat-6335	121	1	3.2	3.2	NUM
easat-6335	121	2	.	.	PUNCT
easat-6335	122	1	adaptive	adaptive	ADJ
easat-6335	122	2	governance	governance	NOUN
easat-6335	122	3	enhances	enhance	VERB
easat-6335	122	4	institutional	institutional	ADJ
easat-6335	122	5	agility	agility	NOUN
easat-6335	122	6	the	the	DET
easat-6335	122	7	second	second	ADJ
easat-6335	122	8	key	key	ADJ
easat-6335	122	9	finding	finding	NOUN
easat-6335	122	10	reveals	reveal	VERB
easat-6335	122	11	that	that	SCONJ
easat-6335	122	12	public	public	ADJ
easat-6335	122	13	institutions	institution	NOUN
easat-6335	122	14	integrating	integrate	VERB
easat-6335	122	15	adaptive	adaptive	ADJ
easat-6335	122	16	governance	governance	NOUN
easat-6335	122	17	principles	principle	NOUN
easat-6335	122	18	—	—	PUNCT
easat-6335	122	19	such	such	ADJ
easat-6335	122	20	as	as	ADP
easat-6335	122	21	flexibility	flexibility	NOUN
easat-6335	122	22	,	,	PUNCT
easat-6335	122	23	iterative	iterative	NOUN
easat-6335	122	24	learning	learning	NOUN
easat-6335	122	25	,	,	PUNCT
easat-6335	122	26	and	and	CCONJ
easat-6335	122	27	inclusive	inclusive	ADJ
easat-6335	122	28	stakeholder	stakeholder	NOUN
easat-6335	122	29	engagement	engagement	NOUN
easat-6335	122	30	—	—	PUNCT
easat-6335	122	31	demonstrate	demonstrate	VERB
easat-6335	122	32	greater	great	ADJ
easat-6335	122	33	capacity	capacity	NOUN
easat-6335	122	34	to	to	PART
easat-6335	122	35	manage	manage	VERB
easat-6335	122	36	the	the	DET
easat-6335	122	37	uncertainties	uncertainty	NOUN
easat-6335	122	38	and	and	CCONJ
easat-6335	122	39	complexities	complexity	NOUN
easat-6335	122	40	of	of	ADP
easat-6335	122	41	ai	ai	ADJ
easat-6335	122	42	implementation	implementation	NOUN
easat-6335	122	43	.	.	PUNCT
easat-6335	123	1	institutions	institution	NOUN
easat-6335	123	2	that	that	PRON
easat-6335	123	3	embrace	embrace	VERB
easat-6335	123	4	adaptive	adaptive	ADJ
easat-6335	123	5	governance	governance	NOUN
easat-6335	123	6	are	be	AUX
easat-6335	123	7	better	well	ADV
easat-6335	123	8	equipped	equip	VERB
easat-6335	123	9	to	to	PART
easat-6335	123	10	respond	respond	VERB
easat-6335	123	11	to	to	ADP
easat-6335	123	12	the	the	DET
easat-6335	123	13	dynamic	dynamic	ADJ
easat-6335	123	14	nature	nature	NOUN
easat-6335	123	15	of	of	ADP
easat-6335	123	16	ai	ai	PROPN
easat-6335	123	17	technologies	technology	NOUN
easat-6335	123	18	and	and	CCONJ
easat-6335	123	19	the	the	DET
easat-6335	123	20	evolving	evolve	VERB
easat-6335	123	21	needs	need	NOUN
easat-6335	123	22	of	of	ADP
easat-6335	123	23	society	society	NOUN
easat-6335	123	24	.	.	PUNCT
easat-6335	124	1	this	this	DET
easat-6335	124	2	approach	approach	NOUN
easat-6335	124	3	fosters	foster	VERB
easat-6335	124	4	an	an	DET
easat-6335	124	5	environment	environment	NOUN
easat-6335	124	6	where	where	SCONJ
easat-6335	124	7	continuous	continuous	ADJ
easat-6335	124	8	learning	learning	NOUN
easat-6335	124	9	and	and	CCONJ
easat-6335	124	10	feedback	feedback	NOUN
easat-6335	124	11	are	be	AUX
easat-6335	124	12	integral	integral	ADJ
easat-6335	124	13	to	to	ADP
easat-6335	124	14	decision	decision	NOUN
easat-6335	124	15	-	-	PUNCT
easat-6335	124	16	making	make	VERB
easat-6335	124	17	processes	process	NOUN
easat-6335	124	18	.	.	PUNCT
easat-6335	125	1	by	by	ADP
easat-6335	125	2	involving	involve	VERB
easat-6335	125	3	diverse	diverse	ADJ
easat-6335	125	4	stakeholders	stakeholder	NOUN
easat-6335	125	5	,	,	PUNCT
easat-6335	125	6	including	include	VERB
easat-6335	125	7	citizens	citizen	NOUN
easat-6335	125	8	,	,	PUNCT
easat-6335	125	9	in	in	ADP
easat-6335	125	10	the	the	DET
easat-6335	125	11	governance	governance	NOUN
easat-6335	125	12	of	of	ADP
easat-6335	125	13	ai	ai	NOUN
easat-6335	125	14	,	,	PUNCT
easat-6335	125	15	institutions	institution	NOUN
easat-6335	125	16	can	can	AUX
easat-6335	125	17	ensure	ensure	VERB
easat-6335	125	18	that	that	SCONJ
easat-6335	125	19	the	the	DET
easat-6335	125	20	deployment	deployment	NOUN
easat-6335	125	21	of	of	ADP
easat-6335	125	22	these	these	DET
easat-6335	125	23	technologies	technology	NOUN
easat-6335	125	24	aligns	align	VERB
easat-6335	125	25	with	with	ADP
easat-6335	125	26	public	public	ADJ
easat-6335	125	27	values	value	NOUN
easat-6335	125	28	and	and	CCONJ
easat-6335	125	29	ethical	ethical	ADJ
easat-6335	125	30	standards	standard	NOUN
easat-6335	125	31	.	.	PUNCT
easat-6335	126	1	adaptive	adaptive	ADJ
easat-6335	126	2	governance	governance	NOUN
easat-6335	126	3	also	also	ADV
easat-6335	126	4	enables	enable	VERB
easat-6335	126	5	institutions	institution	NOUN
easat-6335	126	6	to	to	PART
easat-6335	126	7	experiment	experiment	VERB
easat-6335	126	8	with	with	ADP
easat-6335	126	9	ai	ai	PROPN
easat-6335	126	10	applications	application	NOUN
easat-6335	126	11	in	in	ADP
easat-6335	126	12	a	a	DET
easat-6335	126	13	controlled	control	VERB
easat-6335	126	14	manner	manner	NOUN
easat-6335	126	15	,	,	PUNCT
easat-6335	126	16	allowing	allow	VERB
easat-6335	126	17	for	for	ADP
easat-6335	126	18	adjustments	adjustment	NOUN
easat-6335	126	19	based	base	VERB
easat-6335	126	20	on	on	ADP
easat-6335	126	21	outcomes	outcome	NOUN
easat-6335	126	22	and	and	CCONJ
easat-6335	126	23	societal	societal	ADJ
easat-6335	126	24	impact	impact	NOUN
easat-6335	126	25	.	.	PUNCT
easat-6335	127	1	such	such	ADJ
easat-6335	127	2	flexibility	flexibility	NOUN
easat-6335	127	3	is	be	AUX
easat-6335	127	4	crucial	crucial	ADJ
easat-6335	127	5	in	in	ADP
easat-6335	127	6	addressing	address	VERB
easat-6335	127	7	the	the	DET
easat-6335	127	8	potential	potential	ADJ
easat-6335	127	9	risks	risk	NOUN
easat-6335	127	10	and	and	CCONJ
easat-6335	127	11	unintended	unintended	ADJ
easat-6335	127	12	1574	1574	NUM
easat-6335	127	13	edelweiss	edelweiss	PROPN
easat-6335	127	14	applied	apply	VERB
easat-6335	127	15	science	science	NOUN
easat-6335	127	16	and	and	CCONJ
easat-6335	127	17	technology	technology	NOUN
easat-6335	127	18	issn	issn	PROPN
easat-6335	127	19	:	:	PUNCT
easat-6335	127	20	2576	2576	NUM
easat-6335	127	21	-	-	SYM
easat-6335	127	22	8484	8484	NUM
easat-6335	127	23	vol	vol	NOUN
easat-6335	127	24	.	.	PROPN
easat-6335	128	1	9	9	NUM
easat-6335	128	2	,	,	PUNCT
easat-6335	128	3	no	no	INTJ
easat-6335	128	4	.	.	NOUN
easat-6335	128	5	4	4	NUM
easat-6335	128	6	:	:	SYM
easat-6335	128	7	1569	1569	NUM
easat-6335	128	8	-	-	SYM
easat-6335	128	9	1580	1580	NUM
easat-6335	128	10	,	,	PUNCT
easat-6335	128	11	2025	2025	NUM
easat-6335	128	12	doi	doi	NOUN
easat-6335	128	13	:	:	PUNCT
easat-6335	128	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	128	15	©	©	PROPN
easat-6335	128	16	2025	2025	NUM
easat-6335	128	17	by	by	ADP
easat-6335	128	18	the	the	DET
easat-6335	128	19	author	author	NOUN
easat-6335	128	20	;	;	PUNCT
easat-6335	128	21	licensee	licensee	PROPN
easat-6335	128	22	learning	learn	VERB
easat-6335	128	23	gate	gate	NOUN
easat-6335	128	24	consequences	consequence	NOUN
easat-6335	128	25	associated	associate	VERB
easat-6335	128	26	with	with	ADP
easat-6335	128	27	ai	ai	PRON
easat-6335	128	28	adoption	adoption	NOUN
easat-6335	128	29	.	.	PUNCT
easat-6335	129	1	moreover	moreover	ADV
easat-6335	129	2	,	,	PUNCT
easat-6335	129	3	institutions	institution	NOUN
easat-6335	129	4	practicing	practice	VERB
easat-6335	129	5	adaptive	adaptive	ADJ
easat-6335	129	6	governance	governance	NOUN
easat-6335	129	7	are	be	AUX
easat-6335	129	8	more	more	ADV
easat-6335	129	9	likely	likely	ADJ
easat-6335	129	10	to	to	PART
easat-6335	129	11	develop	develop	VERB
easat-6335	129	12	robust	robust	ADJ
easat-6335	129	13	policies	policy	NOUN
easat-6335	129	14	that	that	PRON
easat-6335	129	15	can	can	AUX
easat-6335	129	16	accommodate	accommodate	VERB
easat-6335	129	17	technological	technological	ADJ
easat-6335	129	18	advancements	advancement	NOUN
easat-6335	129	19	and	and	CCONJ
easat-6335	129	20	societal	societal	ADJ
easat-6335	129	21	changes	change	NOUN
easat-6335	129	22	.	.	PUNCT
easat-6335	130	1	this	this	DET
easat-6335	130	2	finding	finding	NOUN
easat-6335	130	3	underscores	underscore	VERB
easat-6335	130	4	the	the	DET
easat-6335	130	5	importance	importance	NOUN
easat-6335	130	6	of	of	ADP
easat-6335	130	7	moving	move	VERB
easat-6335	130	8	beyond	beyond	ADP
easat-6335	130	9	rigid	rigid	ADJ
easat-6335	130	10	,	,	PUNCT
easat-6335	130	11	top	top	ADJ
easat-6335	130	12	-	-	PUNCT
easat-6335	130	13	down	down	ADP
easat-6335	130	14	governance	governance	NOUN
easat-6335	130	15	models	model	NOUN
easat-6335	130	16	towards	towards	ADP
easat-6335	130	17	more	more	ADV
easat-6335	130	18	dynamic	dynamic	ADJ
easat-6335	130	19	and	and	CCONJ
easat-6335	130	20	participatory	participatory	ADJ
easat-6335	130	21	frameworks	framework	NOUN
easat-6335	130	22	.	.	PUNCT
easat-6335	131	1	implementing	implement	VERB
easat-6335	131	2	adaptive	adaptive	ADJ
easat-6335	131	3	governance	governance	NOUN
easat-6335	131	4	can	can	AUX
easat-6335	131	5	thus	thus	ADV
easat-6335	131	6	enhance	enhance	VERB
easat-6335	131	7	institutional	institutional	ADJ
easat-6335	131	8	resilience	resilience	NOUN
easat-6335	131	9	and	and	CCONJ
easat-6335	131	10	legitimacy	legitimacy	NOUN
easat-6335	131	11	in	in	ADP
easat-6335	131	12	the	the	DET
easat-6335	131	13	face	face	NOUN
easat-6335	131	14	of	of	ADP
easat-6335	131	15	rapid	rapid	ADJ
easat-6335	131	16	technological	technological	ADJ
easat-6335	131	17	transformation	transformation	NOUN
easat-6335	131	18	.	.	PUNCT
easat-6335	132	1	ultimately	ultimately	ADV
easat-6335	132	2	,	,	PUNCT
easat-6335	132	3	this	this	DET
easat-6335	132	4	approach	approach	NOUN
easat-6335	132	5	positions	position	VERB
easat-6335	132	6	public	public	ADJ
easat-6335	132	7	institutions	institution	NOUN
easat-6335	132	8	to	to	PART
easat-6335	132	9	effectively	effectively	ADV
easat-6335	132	10	harness	harness	VERB
easat-6335	132	11	the	the	DET
easat-6335	132	12	benefits	benefit	NOUN
easat-6335	132	13	of	of	ADP
easat-6335	132	14	ai	ai	NOUN
easat-6335	132	15	while	while	SCONJ
easat-6335	132	16	safeguarding	safeguard	VERB
easat-6335	132	17	public	public	ADJ
easat-6335	132	18	interest	interest	NOUN
easat-6335	132	19	.	.	PUNCT
easat-6335	133	1	the	the	DET
easat-6335	133	2	emphasis	emphasis	NOUN
easat-6335	133	3	on	on	ADP
easat-6335	133	4	adaptive	adaptive	ADJ
easat-6335	133	5	governance	governance	NOUN
easat-6335	133	6	in	in	ADP
easat-6335	133	7	ai	ai	ADJ
easat-6335	133	8	implementation	implementation	NOUN
easat-6335	133	9	aligns	align	VERB
easat-6335	133	10	with	with	ADP
easat-6335	133	11	emerging	emerge	VERB
easat-6335	133	12	scholarly	scholarly	ADJ
easat-6335	133	13	perspectives	perspective	NOUN
easat-6335	133	14	that	that	PRON
easat-6335	133	15	advocate	advocate	VERB
easat-6335	133	16	for	for	ADP
easat-6335	133	17	more	more	ADV
easat-6335	133	18	flexible	flexible	ADJ
easat-6335	133	19	and	and	CCONJ
easat-6335	133	20	inclusive	inclusive	ADJ
easat-6335	133	21	governance	governance	NOUN
easat-6335	133	22	models	model	NOUN
easat-6335	133	23	.	.	PUNCT
easat-6335	134	1	reuel	reuel	PROPN
easat-6335	134	2	and	and	CCONJ
easat-6335	134	3	undheim	undheim	VERB
easat-6335	135	1	[	[	X
easat-6335	135	2	13	13	NUM
easat-6335	135	3	]	]	PUNCT
easat-6335	135	4	argue	argue	VERB
easat-6335	135	5	that	that	SCONJ
easat-6335	135	6	traditional	traditional	ADJ
easat-6335	135	7	,	,	PUNCT
easat-6335	135	8	rigid	rigid	ADJ
easat-6335	135	9	regulatory	regulatory	ADJ
easat-6335	135	10	frameworks	framework	NOUN
easat-6335	135	11	are	be	AUX
easat-6335	135	12	ill	ill	ADV
easat-6335	135	13	-	-	PUNCT
easat-6335	135	14	suited	suited	ADJ
easat-6335	135	15	for	for	ADP
easat-6335	135	16	the	the	DET
easat-6335	135	17	fast	fast	ADV
easat-6335	135	18	-	-	PUNCT
easat-6335	135	19	paced	pace	VERB
easat-6335	135	20	evolution	evolution	NOUN
easat-6335	135	21	of	of	ADP
easat-6335	135	22	ai	ai	PROPN
easat-6335	135	23	technologies	technology	NOUN
easat-6335	135	24	,	,	PUNCT
easat-6335	135	25	proposing	propose	VERB
easat-6335	135	26	adaptive	adaptive	ADJ
easat-6335	135	27	governance	governance	NOUN
easat-6335	135	28	as	as	ADP
easat-6335	135	29	a	a	DET
easat-6335	135	30	means	means	NOUN
easat-6335	135	31	to	to	PART
easat-6335	135	32	co	co	VERB
easat-6335	135	33	-	-	VERB
easat-6335	135	34	evolve	evolve	ADJ
easat-6335	135	35	policies	policy	NOUN
easat-6335	135	36	alongside	alongside	ADP
easat-6335	135	37	technological	technological	ADJ
easat-6335	135	38	advancements	advancement	NOUN
easat-6335	135	39	.	.	PUNCT
easat-6335	136	1	their	their	PRON
easat-6335	136	2	framework	framework	NOUN
easat-6335	136	3	highlights	highlight	VERB
easat-6335	136	4	the	the	DET
easat-6335	136	5	necessity	necessity	NOUN
easat-6335	136	6	of	of	ADP
easat-6335	136	7	involving	involve	VERB
easat-6335	136	8	a	a	DET
easat-6335	136	9	broad	broad	ADJ
easat-6335	136	10	spectrum	spectrum	NOUN
easat-6335	136	11	of	of	ADP
easat-6335	136	12	actors	actor	NOUN
easat-6335	136	13	,	,	PUNCT
easat-6335	136	14	including	include	VERB
easat-6335	136	15	governments	government	NOUN
easat-6335	136	16	,	,	PUNCT
easat-6335	136	17	industry	industry	NOUN
easat-6335	136	18	,	,	PUNCT
easat-6335	136	19	academia	academia	NOUN
easat-6335	136	20	,	,	PUNCT
easat-6335	136	21	and	and	CCONJ
easat-6335	136	22	civil	civil	ADJ
easat-6335	136	23	society	society	NOUN
easat-6335	136	24	,	,	PUNCT
easat-6335	136	25	to	to	PART
easat-6335	136	26	ensure	ensure	VERB
easat-6335	136	27	comprehensive	comprehensive	ADJ
easat-6335	136	28	oversight	oversight	NOUN
easat-6335	136	29	and	and	CCONJ
easat-6335	136	30	responsiveness	responsiveness	NOUN
easat-6335	136	31	.	.	PUNCT
easat-6335	137	1	similarly	similarly	ADV
easat-6335	137	2	,	,	PUNCT
easat-6335	137	3	ter	ter	NOUN
easat-6335	137	4	-	-	NOUN
easat-6335	137	5	minassian	minassian	NOUN
easat-6335	137	6	[	[	X
easat-6335	137	7	21	21	NUM
easat-6335	137	8	]	]	PUNCT
easat-6335	137	9	emphasizes	emphasize	VERB
easat-6335	137	10	the	the	DET
easat-6335	137	11	role	role	NOUN
easat-6335	137	12	of	of	ADP
easat-6335	137	13	democratic	democratic	ADJ
easat-6335	137	14	participation	participation	NOUN
easat-6335	137	15	in	in	ADP
easat-6335	137	16	ai	ai	PROPN
easat-6335	137	17	governance	governance	NOUN
easat-6335	137	18	,	,	PUNCT
easat-6335	137	19	suggesting	suggest	VERB
easat-6335	137	20	that	that	SCONJ
easat-6335	137	21	balancing	balance	VERB
easat-6335	137	22	expert	expert	ADJ
easat-6335	137	23	oversight	oversight	NOUN
easat-6335	137	24	with	with	ADP
easat-6335	137	25	public	public	ADJ
easat-6335	137	26	engagement	engagement	NOUN
easat-6335	137	27	can	can	AUX
easat-6335	137	28	bridge	bridge	VERB
easat-6335	137	29	the	the	DET
easat-6335	137	30	gap	gap	NOUN
easat-6335	137	31	between	between	ADP
easat-6335	137	32	technical	technical	ADJ
easat-6335	137	33	complexity	complexity	NOUN
easat-6335	137	34	and	and	CCONJ
easat-6335	137	35	societal	societal	ADJ
easat-6335	137	36	values	value	NOUN
easat-6335	137	37	.	.	PUNCT
easat-6335	138	1	this	this	DET
easat-6335	138	2	participatory	participatory	ADJ
easat-6335	138	3	approach	approach	NOUN
easat-6335	138	4	is	be	AUX
easat-6335	138	5	crucial	crucial	ADJ
easat-6335	138	6	in	in	ADP
easat-6335	138	7	legitimizing	legitimize	VERB
easat-6335	138	8	ai	ai	PROPN
easat-6335	138	9	applications	application	NOUN
easat-6335	138	10	and	and	CCONJ
easat-6335	138	11	ensuring	ensure	VERB
easat-6335	138	12	they	they	PRON
easat-6335	138	13	reflect	reflect	VERB
easat-6335	138	14	the	the	DET
easat-6335	138	15	diverse	diverse	ADJ
easat-6335	138	16	interests	interest	NOUN
easat-6335	138	17	of	of	ADP
easat-6335	138	18	the	the	DET
easat-6335	138	19	community	community	NOUN
easat-6335	138	20	.	.	PUNCT
easat-6335	139	1	furthermore	furthermore	ADV
easat-6335	139	2	,	,	PUNCT
easat-6335	139	3	the	the	DET
easat-6335	139	4	situate	situate	NOUN
easat-6335	139	5	ai	ai	VERB
easat-6335	139	6	guidebook	guidebook	NOUN
easat-6335	139	7	developed	develop	VERB
easat-6335	139	8	by	by	ADP
easat-6335	139	9	kawakami	kawakami	PROPN
easat-6335	139	10	,	,	PUNCT
easat-6335	139	11	et	et	PROPN
easat-6335	139	12	al	al	PROPN
easat-6335	139	13	.	.	PUNCT
easat-6335	140	1	[	[	X
easat-6335	140	2	22	22	NUM
easat-6335	140	3	]	]	PUNCT
easat-6335	140	4	provides	provide	VERB
easat-6335	140	5	practical	practical	ADJ
easat-6335	140	6	tools	tool	NOUN
easat-6335	140	7	for	for	ADP
easat-6335	140	8	early	early	ADJ
easat-6335	140	9	-	-	PUNCT
easat-6335	140	10	stage	stage	NOUN
easat-6335	140	11	deliberations	deliberation	NOUN
easat-6335	140	12	on	on	ADP
easat-6335	140	13	public	public	ADJ
easat-6335	140	14	sector	sector	NOUN
easat-6335	140	15	ai	ai	VERB
easat-6335	140	16	proposals	proposal	NOUN
easat-6335	140	17	,	,	PUNCT
easat-6335	140	18	facilitating	facilitate	VERB
easat-6335	140	19	multi	multi	ADJ
easat-6335	140	20	-	-	ADJ
easat-6335	140	21	stakeholder	stakeholder	ADJ
easat-6335	140	22	engagement	engagement	NOUN
easat-6335	140	23	and	and	CCONJ
easat-6335	140	24	ethical	ethical	ADJ
easat-6335	140	25	considerations	consideration	NOUN
easat-6335	140	26	from	from	ADP
easat-6335	140	27	the	the	DET
easat-6335	140	28	outset	outset	NOUN
easat-6335	140	29	.	.	PUNCT
easat-6335	141	1	such	such	ADJ
easat-6335	141	2	tools	tool	NOUN
easat-6335	141	3	are	be	AUX
easat-6335	141	4	instrumental	instrumental	ADJ
easat-6335	141	5	in	in	ADP
easat-6335	141	6	operationalizing	operationalize	VERB
easat-6335	141	7	adaptive	adaptive	ADJ
easat-6335	141	8	governance	governance	NOUN
easat-6335	141	9	principles	principle	NOUN
easat-6335	141	10	within	within	ADP
easat-6335	141	11	institutional	institutional	ADJ
easat-6335	141	12	processes	process	NOUN
easat-6335	141	13	.	.	PUNCT
easat-6335	142	1	additionally	additionally	ADV
easat-6335	142	2	,	,	PUNCT
easat-6335	142	3	the	the	DET
easat-6335	142	4	work	work	NOUN
easat-6335	142	5	of	of	ADP
easat-6335	142	6	reuel	reuel	NOUN
easat-6335	142	7	and	and	CCONJ
easat-6335	142	8	undheim	undheim	VERB
easat-6335	143	1	[	[	X
easat-6335	143	2	13	13	NUM
easat-6335	143	3	]	]	PUNCT
easat-6335	143	4	underscores	underscore	VERB
easat-6335	143	5	the	the	DET
easat-6335	143	6	importance	importance	NOUN
easat-6335	143	7	of	of	ADP
easat-6335	143	8	iterative	iterative	NOUN
easat-6335	143	9	learning	learning	NOUN
easat-6335	143	10	and	and	CCONJ
easat-6335	143	11	flexibility	flexibility	NOUN
easat-6335	143	12	in	in	ADP
easat-6335	143	13	policy	policy	NOUN
easat-6335	143	14	-	-	PUNCT
easat-6335	143	15	making	making	NOUN
easat-6335	143	16	,	,	PUNCT
easat-6335	143	17	advocating	advocate	VERB
easat-6335	143	18	for	for	ADP
easat-6335	143	19	governance	governance	NOUN
easat-6335	143	20	structures	structure	NOUN
easat-6335	143	21	that	that	PRON
easat-6335	143	22	can	can	AUX
easat-6335	143	23	adapt	adapt	VERB
easat-6335	143	24	to	to	ADP
easat-6335	143	25	new	new	ADJ
easat-6335	143	26	information	information	NOUN
easat-6335	143	27	and	and	CCONJ
easat-6335	143	28	changing	change	VERB
easat-6335	143	29	circumstances	circumstance	NOUN
easat-6335	143	30	.	.	PUNCT
easat-6335	144	1	these	these	DET
easat-6335	144	2	scholarly	scholarly	ADJ
easat-6335	144	3	contributions	contribution	NOUN
easat-6335	144	4	collectively	collectively	ADV
easat-6335	144	5	reinforce	reinforce	VERB
easat-6335	144	6	the	the	DET
easat-6335	144	7	finding	finding	NOUN
easat-6335	144	8	that	that	SCONJ
easat-6335	144	9	adaptive	adaptive	ADJ
easat-6335	144	10	governance	governance	NOUN
easat-6335	144	11	enhances	enhance	VERB
easat-6335	144	12	institutional	institutional	ADJ
easat-6335	144	13	agility	agility	NOUN
easat-6335	144	14	and	and	CCONJ
easat-6335	144	15	capacity	capacity	NOUN
easat-6335	144	16	to	to	PART
easat-6335	144	17	manage	manage	VERB
easat-6335	144	18	ai	ai	VERB
easat-6335	144	19	-	-	PUNCT
easat-6335	144	20	related	relate	VERB
easat-6335	144	21	uncertainties	uncertainty	NOUN
easat-6335	144	22	.	.	PUNCT
easat-6335	145	1	by	by	ADP
easat-6335	145	2	adopting	adopt	VERB
easat-6335	145	3	such	such	ADJ
easat-6335	145	4	frameworks	framework	NOUN
easat-6335	145	5	,	,	PUNCT
easat-6335	145	6	public	public	ADJ
easat-6335	145	7	institutions	institution	NOUN
easat-6335	145	8	can	can	AUX
easat-6335	145	9	better	well	ADV
easat-6335	145	10	navigate	navigate	VERB
easat-6335	145	11	the	the	DET
easat-6335	145	12	complexities	complexity	NOUN
easat-6335	145	13	of	of	ADP
easat-6335	145	14	ai	ai	ADJ
easat-6335	145	15	implementation	implementation	NOUN
easat-6335	145	16	,	,	PUNCT
easat-6335	145	17	ensuring	ensure	VERB
easat-6335	145	18	that	that	SCONJ
easat-6335	145	19	technological	technological	ADJ
easat-6335	145	20	innovation	innovation	NOUN
easat-6335	145	21	proceeds	proceed	NOUN
easat-6335	145	22	in	in	ADP
easat-6335	145	23	tandem	tandem	NOUN
easat-6335	145	24	with	with	ADP
easat-6335	145	25	ethical	ethical	ADJ
easat-6335	145	26	responsibility	responsibility	NOUN
easat-6335	145	27	and	and	CCONJ
easat-6335	145	28	public	public	ADJ
easat-6335	145	29	trust	trust	NOUN
easat-6335	145	30	.	.	PUNCT
easat-6335	146	1	3.3	3.3	NUM
easat-6335	146	2	.	.	PUNCT
easat-6335	147	1	data	datum	NOUN
easat-6335	147	2	governance	governance	NOUN
easat-6335	147	3	and	and	CCONJ
easat-6335	147	4	interoperability	interoperability	NOUN
easat-6335	147	5	are	be	AUX
easat-6335	147	6	critical	critical	ADJ
easat-6335	147	7	yet	yet	ADV
easat-6335	147	8	undervalued	undervalue	VERB
easat-6335	147	9	this	this	DET
easat-6335	147	10	study	study	NOUN
easat-6335	147	11	finds	find	VERB
easat-6335	147	12	that	that	SCONJ
easat-6335	147	13	data	datum	NOUN
easat-6335	147	14	governance	governance	NOUN
easat-6335	147	15	and	and	CCONJ
easat-6335	147	16	system	system	NOUN
easat-6335	147	17	interoperability	interoperability	NOUN
easat-6335	147	18	remain	remain	VERB
easat-6335	147	19	undervalued	undervalue	VERB
easat-6335	147	20	despite	despite	SCONJ
easat-6335	147	21	their	their	PRON
easat-6335	147	22	critical	critical	ADJ
easat-6335	147	23	role	role	NOUN
easat-6335	147	24	in	in	ADP
easat-6335	147	25	enabling	enable	VERB
easat-6335	147	26	effective	effective	ADJ
easat-6335	147	27	ai	ai	NOUN
easat-6335	147	28	integration	integration	NOUN
easat-6335	147	29	in	in	ADP
easat-6335	147	30	public	public	ADJ
easat-6335	147	31	institutions	institution	NOUN
easat-6335	147	32	.	.	PUNCT
easat-6335	148	1	many	many	ADJ
easat-6335	148	2	organizations	organization	NOUN
easat-6335	148	3	operate	operate	VERB
easat-6335	148	4	with	with	ADP
easat-6335	148	5	fragmented	fragmented	ADJ
easat-6335	148	6	data	datum	NOUN
easat-6335	148	7	ecosystems	ecosystem	NOUN
easat-6335	148	8	,	,	PUNCT
easat-6335	148	9	making	make	VERB
easat-6335	148	10	it	it	PRON
easat-6335	148	11	difficult	difficult	ADJ
easat-6335	148	12	for	for	SCONJ
easat-6335	148	13	ai	ai	PROPN
easat-6335	148	14	systems	system	NOUN
easat-6335	148	15	to	to	PART
easat-6335	148	16	function	function	VERB
easat-6335	148	17	with	with	ADP
easat-6335	148	18	accuracy	accuracy	NOUN
easat-6335	148	19	and	and	CCONJ
easat-6335	148	20	consistency	consistency	NOUN
easat-6335	148	21	.	.	PUNCT
easat-6335	149	1	the	the	DET
easat-6335	149	2	absence	absence	NOUN
easat-6335	149	3	of	of	ADP
easat-6335	149	4	shared	share	VERB
easat-6335	149	5	data	data	NOUN
easat-6335	149	6	standards	standard	NOUN
easat-6335	149	7	across	across	ADP
easat-6335	149	8	departments	department	NOUN
easat-6335	149	9	leads	lead	VERB
easat-6335	149	10	to	to	ADP
easat-6335	149	11	duplication	duplication	NOUN
easat-6335	149	12	,	,	PUNCT
easat-6335	149	13	inconsistencies	inconsistency	NOUN
easat-6335	149	14	,	,	PUNCT
easat-6335	149	15	and	and	CCONJ
easat-6335	149	16	poor	poor	ADJ
easat-6335	149	17	-	-	PUNCT
easat-6335	149	18	quality	quality	NOUN
easat-6335	149	19	datasets	dataset	NOUN
easat-6335	149	20	.	.	PUNCT
easat-6335	150	1	institutions	institution	NOUN
easat-6335	150	2	also	also	ADV
easat-6335	150	3	struggle	struggle	VERB
easat-6335	150	4	with	with	ADP
easat-6335	150	5	siloed	siloed	ADJ
easat-6335	150	6	databases	database	NOUN
easat-6335	150	7	that	that	PRON
easat-6335	150	8	limit	limit	VERB
easat-6335	150	9	cross	cross	ADJ
easat-6335	150	10	-	-	ADJ
easat-6335	150	11	agency	agency	ADJ
easat-6335	150	12	collaboration	collaboration	NOUN
easat-6335	150	13	,	,	PUNCT
easat-6335	150	14	undermining	undermine	VERB
easat-6335	150	15	the	the	DET
easat-6335	150	16	full	full	ADJ
easat-6335	150	17	potential	potential	NOUN
easat-6335	150	18	of	of	ADP
easat-6335	150	19	ai	ai	PROPN
easat-6335	150	20	tools	tool	NOUN
easat-6335	150	21	.	.	PUNCT
easat-6335	151	1	weak	weak	ADJ
easat-6335	151	2	governance	governance	NOUN
easat-6335	151	3	frameworks	framework	NOUN
easat-6335	151	4	exacerbate	exacerbate	VERB
easat-6335	151	5	these	these	DET
easat-6335	151	6	issues	issue	NOUN
easat-6335	151	7	by	by	ADP
easat-6335	151	8	failing	fail	VERB
easat-6335	151	9	to	to	PART
easat-6335	151	10	regulate	regulate	VERB
easat-6335	151	11	data	data	NOUN
easat-6335	151	12	access	access	NOUN
easat-6335	151	13	,	,	PUNCT
easat-6335	151	14	use	use	NOUN
easat-6335	151	15	,	,	PUNCT
easat-6335	151	16	and	and	CCONJ
easat-6335	151	17	protection	protection	NOUN
easat-6335	151	18	comprehensively	comprehensively	ADV
easat-6335	151	19	.	.	PUNCT
easat-6335	152	1	without	without	ADP
easat-6335	152	2	consistent	consistent	ADJ
easat-6335	152	3	data	datum	NOUN
easat-6335	152	4	governance	governance	NOUN
easat-6335	152	5	practices	practice	NOUN
easat-6335	152	6	,	,	PUNCT
easat-6335	152	7	institutions	institution	NOUN
easat-6335	152	8	can	can	AUX
easat-6335	152	9	not	not	PART
easat-6335	152	10	ensure	ensure	VERB
easat-6335	152	11	transparency	transparency	NOUN
easat-6335	152	12	,	,	PUNCT
easat-6335	152	13	accountability	accountability	NOUN
easat-6335	152	14	,	,	PUNCT
easat-6335	152	15	or	or	CCONJ
easat-6335	152	16	ethical	ethical	ADJ
easat-6335	152	17	use	use	NOUN
easat-6335	152	18	of	of	ADP
easat-6335	152	19	ai	ai	ADJ
easat-6335	152	20	-	-	PUNCT
easat-6335	152	21	generated	generate	VERB
easat-6335	152	22	insights	insight	NOUN
easat-6335	152	23	.	.	PUNCT
easat-6335	153	1	interoperability	interoperability	NOUN
easat-6335	153	2	issues	issue	NOUN
easat-6335	153	3	further	far	ADV
easat-6335	153	4	complicate	complicate	VERB
easat-6335	153	5	efforts	effort	NOUN
easat-6335	153	6	to	to	PART
easat-6335	153	7	deploy	deploy	VERB
easat-6335	153	8	ai	ai	NOUN
easat-6335	153	9	at	at	ADP
easat-6335	153	10	scale	scale	NOUN
easat-6335	153	11	,	,	PUNCT
easat-6335	153	12	particularly	particularly	ADV
easat-6335	153	13	when	when	SCONJ
easat-6335	153	14	systems	system	NOUN
easat-6335	153	15	can	can	AUX
easat-6335	153	16	not	not	PART
easat-6335	153	17	exchange	exchange	VERB
easat-6335	153	18	or	or	CCONJ
easat-6335	153	19	interpret	interpret	VERB
easat-6335	153	20	data	datum	NOUN
easat-6335	153	21	reliably	reliably	ADV
easat-6335	153	22	.	.	PUNCT
easat-6335	154	1	these	these	DET
easat-6335	154	2	barriers	barrier	NOUN
easat-6335	154	3	have	have	VERB
easat-6335	154	4	a	a	DET
easat-6335	154	5	direct	direct	ADJ
easat-6335	154	6	impact	impact	NOUN
easat-6335	154	7	on	on	ADP
easat-6335	154	8	public	public	ADJ
easat-6335	154	9	trust	trust	NOUN
easat-6335	154	10	,	,	PUNCT
easat-6335	154	11	as	as	SCONJ
easat-6335	154	12	ai	ai	VERB
easat-6335	154	13	decisions	decision	NOUN
easat-6335	154	14	based	base	VERB
easat-6335	154	15	on	on	ADP
easat-6335	154	16	flawed	flawed	ADJ
easat-6335	154	17	or	or	CCONJ
easat-6335	154	18	isolated	isolated	ADJ
easat-6335	154	19	data	datum	NOUN
easat-6335	154	20	are	be	AUX
easat-6335	154	21	more	more	ADV
easat-6335	154	22	likely	likely	ADJ
easat-6335	154	23	to	to	PART
easat-6335	154	24	yield	yield	VERB
easat-6335	154	25	unfair	unfair	ADJ
easat-6335	154	26	or	or	CCONJ
easat-6335	154	27	inaccurate	inaccurate	ADJ
easat-6335	154	28	outcomes	outcome	NOUN
easat-6335	154	29	.	.	PUNCT
easat-6335	155	1	institutions	institution	NOUN
easat-6335	155	2	that	that	PRON
easat-6335	155	3	neglect	neglect	VERB
easat-6335	155	4	these	these	DET
easat-6335	155	5	foundations	foundation	NOUN
easat-6335	155	6	often	often	ADV
easat-6335	155	7	face	face	VERB
easat-6335	155	8	setbacks	setback	NOUN
easat-6335	155	9	in	in	ADP
easat-6335	155	10	ai	ai	ADJ
easat-6335	155	11	implementation	implementation	NOUN
easat-6335	155	12	,	,	PUNCT
easat-6335	155	13	including	include	VERB
easat-6335	155	14	poor	poor	ADJ
easat-6335	155	15	policy	policy	NOUN
easat-6335	155	16	recommendations	recommendation	NOUN
easat-6335	155	17	and	and	CCONJ
easat-6335	155	18	operational	operational	ADJ
easat-6335	155	19	inefficiencies	inefficiency	NOUN
easat-6335	155	20	.	.	PUNCT
easat-6335	156	1	improving	improve	VERB
easat-6335	156	2	data	datum	NOUN
easat-6335	156	3	interoperability	interoperability	NOUN
easat-6335	156	4	and	and	CCONJ
easat-6335	156	5	governance	governance	NOUN
easat-6335	156	6	is	be	AUX
easat-6335	156	7	therefore	therefore	ADV
easat-6335	156	8	an	an	DET
easat-6335	156	9	urgent	urgent	ADJ
easat-6335	156	10	prerequisite	prerequisite	NOUN
easat-6335	156	11	for	for	ADP
easat-6335	156	12	public	public	ADJ
easat-6335	156	13	sector	sector	NOUN
easat-6335	156	14	ai	ai	VERB
easat-6335	156	15	adoption	adoption	NOUN
easat-6335	156	16	.	.	PUNCT
easat-6335	157	1	the	the	DET
easat-6335	157	2	literature	literature	NOUN
easat-6335	157	3	reinforces	reinforce	VERB
easat-6335	157	4	this	this	DET
easat-6335	157	5	finding	finding	NOUN
easat-6335	157	6	by	by	ADP
easat-6335	157	7	identifying	identify	VERB
easat-6335	157	8	the	the	DET
easat-6335	157	9	foundational	foundational	ADJ
easat-6335	157	10	role	role	NOUN
easat-6335	157	11	of	of	ADP
easat-6335	157	12	data	datum	NOUN
easat-6335	157	13	governance	governance	NOUN
easat-6335	157	14	in	in	ADP
easat-6335	157	15	determining	determine	VERB
easat-6335	157	16	ai	ai	VERB
easat-6335	157	17	success	success	NOUN
easat-6335	157	18	across	across	ADP
easat-6335	157	19	institutional	institutional	ADJ
easat-6335	157	20	contexts	contexts	NOUN
easat-6335	157	21	.	.	PUNCT
easat-6335	158	1	janssen	janssen	PROPN
easat-6335	158	2	,	,	PUNCT
easat-6335	158	3	et	et	PROPN
easat-6335	158	4	al	al	PROPN
easat-6335	158	5	.	.	PUNCT
easat-6335	159	1	[	[	X
easat-6335	159	2	23	23	NUM
easat-6335	159	3	]	]	PUNCT
easat-6335	159	4	emphasize	emphasize	VERB
easat-6335	159	5	that	that	SCONJ
easat-6335	159	6	fragmented	fragmented	ADJ
easat-6335	159	7	data	data	NOUN
easat-6335	159	8	landscapes	landscape	NOUN
easat-6335	159	9	hinder	hinder	VERB
easat-6335	159	10	the	the	DET
easat-6335	159	11	scalability	scalability	NOUN
easat-6335	159	12	of	of	ADP
easat-6335	159	13	ai	ai	PROPN
easat-6335	159	14	applications	application	NOUN
easat-6335	159	15	,	,	PUNCT
easat-6335	159	16	especially	especially	ADV
easat-6335	159	17	in	in	ADP
easat-6335	159	18	governments	government	NOUN
easat-6335	159	19	lacking	lack	VERB
easat-6335	159	20	a	a	DET
easat-6335	159	21	centralized	centralized	ADJ
easat-6335	159	22	data	data	NOUN
easat-6335	159	23	infrastructure	infrastructure	NOUN
easat-6335	159	24	.	.	PUNCT
easat-6335	160	1	their	their	PRON
easat-6335	160	2	analysis	analysis	NOUN
easat-6335	160	3	suggests	suggest	VERB
easat-6335	160	4	that	that	SCONJ
easat-6335	160	5	interoperability	interoperability	NOUN
easat-6335	160	6	must	must	AUX
easat-6335	160	7	be	be	AUX
easat-6335	160	8	addressed	address	VERB
easat-6335	160	9	early	early	ADV
easat-6335	160	10	in	in	ADP
easat-6335	160	11	digital	digital	ADJ
easat-6335	160	12	transformation	transformation	NOUN
easat-6335	160	13	strategies	strategy	NOUN
easat-6335	160	14	to	to	PART
easat-6335	160	15	prevent	prevent	VERB
easat-6335	160	16	systemic	systemic	ADJ
easat-6335	160	17	inefficiencies	inefficiency	NOUN
easat-6335	160	18	.	.	PUNCT
easat-6335	161	1	estevez	estevez	PROPN
easat-6335	161	2	and	and	CCONJ
easat-6335	161	3	janowski	janowski	PROPN
easat-6335	162	1	[	[	X
easat-6335	162	2	24	24	NUM
easat-6335	162	3	]	]	PUNCT
easat-6335	162	4	argue	argue	VERB
easat-6335	162	5	that	that	SCONJ
easat-6335	162	6	effective	effective	ADJ
easat-6335	162	7	data	datum	NOUN
easat-6335	162	8	governance	governance	NOUN
easat-6335	162	9	is	be	AUX
easat-6335	162	10	essential	essential	ADJ
easat-6335	162	11	for	for	ADP
easat-6335	162	12	cross	cross	ADJ
easat-6335	162	13	-	-	ADJ
easat-6335	162	14	border	border	ADJ
easat-6335	162	15	interoperability	interoperability	NOUN
easat-6335	162	16	and	and	CCONJ
easat-6335	162	17	that	that	SCONJ
easat-6335	162	18	governments	government	NOUN
easat-6335	162	19	should	should	AUX
easat-6335	162	20	adopt	adopt	VERB
easat-6335	162	21	open	open	ADJ
easat-6335	162	22	standards	standard	NOUN
easat-6335	162	23	and	and	CCONJ
easat-6335	162	24	institutional	institutional	ADJ
easat-6335	162	25	coordination	coordination	NOUN
easat-6335	162	26	mechanisms	mechanism	NOUN
easat-6335	162	27	to	to	PART
easat-6335	162	28	overcome	overcome	VERB
easat-6335	162	29	fragmentation	fragmentation	NOUN
easat-6335	162	30	.	.	PUNCT
easat-6335	163	1	these	these	DET
easat-6335	163	2	1575	1575	NUM
easat-6335	163	3	edelweiss	edelweiss	PROPN
easat-6335	163	4	applied	apply	VERB
easat-6335	163	5	science	science	NOUN
easat-6335	163	6	and	and	CCONJ
easat-6335	163	7	technology	technology	NOUN
easat-6335	163	8	issn	issn	PROPN
easat-6335	163	9	:	:	PUNCT
easat-6335	163	10	2576	2576	NUM
easat-6335	163	11	-	-	SYM
easat-6335	163	12	8484	8484	NUM
easat-6335	163	13	vol	vol	NOUN
easat-6335	163	14	.	.	PROPN
easat-6335	164	1	9	9	NUM
easat-6335	164	2	,	,	PUNCT
easat-6335	164	3	no	no	INTJ
easat-6335	164	4	.	.	NOUN
easat-6335	164	5	4	4	NUM
easat-6335	164	6	:	:	SYM
easat-6335	164	7	1569	1569	NUM
easat-6335	164	8	-	-	SYM
easat-6335	164	9	1580	1580	NUM
easat-6335	164	10	,	,	PUNCT
easat-6335	164	11	2025	2025	NUM
easat-6335	164	12	doi	doi	NOUN
easat-6335	164	13	:	:	PUNCT
easat-6335	164	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	164	15	©	©	PROPN
easat-6335	164	16	2025	2025	NUM
easat-6335	164	17	by	by	ADP
easat-6335	164	18	the	the	DET
easat-6335	164	19	author	author	NOUN
easat-6335	164	20	;	;	PUNCT
easat-6335	164	21	licensee	licensee	PROPN
easat-6335	164	22	learning	learn	VERB
easat-6335	164	23	gate	gate	PROPN
easat-6335	164	24	authors	author	NOUN
easat-6335	164	25	highlight	highlight	VERB
easat-6335	164	26	how	how	SCONJ
easat-6335	164	27	the	the	DET
easat-6335	164	28	absence	absence	NOUN
easat-6335	164	29	of	of	ADP
easat-6335	164	30	clear	clear	ADJ
easat-6335	164	31	frameworks	framework	NOUN
easat-6335	164	32	leads	lead	VERB
easat-6335	164	33	to	to	ADP
easat-6335	164	34	duplication	duplication	NOUN
easat-6335	164	35	of	of	ADP
easat-6335	164	36	efforts	effort	NOUN
easat-6335	164	37	and	and	CCONJ
easat-6335	164	38	policy	policy	NOUN
easat-6335	164	39	misalignment	misalignment	NOUN
easat-6335	164	40	.	.	PUNCT
easat-6335	165	1	in	in	ADP
easat-6335	165	2	another	another	DET
easat-6335	165	3	study	study	NOUN
easat-6335	165	4	,	,	PUNCT
easat-6335	165	5	wirtz	wirtz	PROPN
easat-6335	165	6	and	and	CCONJ
easat-6335	165	7	müller	müller	PROPN
easat-6335	166	1	[	[	X
easat-6335	166	2	25	25	NUM
easat-6335	166	3	]	]	PUNCT
easat-6335	166	4	found	find	VERB
easat-6335	166	5	that	that	SCONJ
easat-6335	166	6	ai	ai	VERB
easat-6335	166	7	initiatives	initiative	NOUN
easat-6335	166	8	in	in	ADP
easat-6335	166	9	public	public	ADJ
easat-6335	166	10	administration	administration	NOUN
easat-6335	166	11	fail	fail	VERB
easat-6335	166	12	when	when	SCONJ
easat-6335	166	13	data	datum	NOUN
easat-6335	166	14	governance	governance	NOUN
easat-6335	166	15	is	be	AUX
easat-6335	166	16	treated	treat	VERB
easat-6335	166	17	as	as	ADP
easat-6335	166	18	an	an	DET
easat-6335	166	19	afterthought	afterthought	NOUN
easat-6335	166	20	rather	rather	ADV
easat-6335	166	21	than	than	ADP
easat-6335	166	22	a	a	DET
easat-6335	166	23	strategic	strategic	ADJ
easat-6335	166	24	pillar	pillar	NOUN
easat-6335	166	25	.	.	PUNCT
easat-6335	167	1	their	their	PRON
easat-6335	167	2	findings	finding	NOUN
easat-6335	167	3	show	show	VERB
easat-6335	167	4	that	that	SCONJ
easat-6335	167	5	ethical	ethical	ADJ
easat-6335	167	6	,	,	PUNCT
easat-6335	167	7	legal	legal	ADJ
easat-6335	167	8	,	,	PUNCT
easat-6335	167	9	and	and	CCONJ
easat-6335	167	10	operational	operational	ADJ
easat-6335	167	11	standards	standard	NOUN
easat-6335	167	12	must	must	AUX
easat-6335	167	13	be	be	AUX
easat-6335	167	14	embedded	embed	VERB
easat-6335	167	15	into	into	ADP
easat-6335	167	16	digital	digital	ADJ
easat-6335	167	17	infrastructures	infrastructure	NOUN
easat-6335	167	18	from	from	ADP
easat-6335	167	19	the	the	DET
easat-6335	167	20	outset	outset	NOUN
easat-6335	167	21	.	.	PUNCT
easat-6335	168	1	meanwhile	meanwhile	ADV
easat-6335	168	2	,	,	PUNCT
easat-6335	168	3	giest	giest	PROPN
easat-6335	168	4	and	and	CCONJ
easat-6335	168	5	samuels	samuels	PROPN
easat-6335	168	6	[	[	X
easat-6335	168	7	26	26	NUM
easat-6335	168	8	]	]	PUNCT
easat-6335	168	9	note	note	NOUN
easat-6335	168	10	that	that	SCONJ
easat-6335	168	11	weak	weak	ADJ
easat-6335	168	12	data	data	NOUN
easat-6335	168	13	interoperability	interoperability	NOUN
easat-6335	168	14	disproportionately	disproportionately	ADV
easat-6335	168	15	affects	affect	VERB
easat-6335	168	16	smaller	small	ADJ
easat-6335	168	17	municipalities	municipality	NOUN
easat-6335	168	18	,	,	PUNCT
easat-6335	168	19	where	where	SCONJ
easat-6335	168	20	resources	resource	NOUN
easat-6335	168	21	and	and	CCONJ
easat-6335	168	22	technical	technical	ADJ
easat-6335	168	23	capacity	capacity	NOUN
easat-6335	168	24	to	to	PART
easat-6335	168	25	harmonize	harmonize	VERB
easat-6335	168	26	data	data	NOUN
easat-6335	168	27	systems	system	NOUN
easat-6335	168	28	are	be	AUX
easat-6335	168	29	often	often	ADV
easat-6335	168	30	limited	limited	ADJ
easat-6335	168	31	.	.	PUNCT
easat-6335	169	1	their	their	PRON
easat-6335	169	2	work	work	NOUN
easat-6335	169	3	underscores	underscore	VERB
easat-6335	169	4	the	the	DET
easat-6335	169	5	need	need	NOUN
easat-6335	169	6	for	for	ADP
easat-6335	169	7	context	context	NOUN
easat-6335	169	8	-	-	PUNCT
easat-6335	169	9	sensitive	sensitive	ADJ
easat-6335	169	10	governance	governance	NOUN
easat-6335	169	11	models	model	NOUN
easat-6335	169	12	that	that	PRON
easat-6335	169	13	consider	consider	VERB
easat-6335	169	14	varying	vary	VERB
easat-6335	169	15	institutional	institutional	ADJ
easat-6335	169	16	capacities	capacity	NOUN
easat-6335	169	17	.	.	PUNCT
easat-6335	170	1	drawing	draw	VERB
easat-6335	170	2	from	from	ADP
easat-6335	170	3	these	these	DET
easat-6335	170	4	diverse	diverse	ADJ
easat-6335	170	5	perspectives	perspective	NOUN
easat-6335	170	6	,	,	PUNCT
easat-6335	170	7	the	the	DET
easat-6335	170	8	author	author	NOUN
easat-6335	170	9	contends	contend	VERB
easat-6335	170	10	that	that	SCONJ
easat-6335	170	11	ai	ai	NOUN
easat-6335	170	12	-	-	PUNCT
easat-6335	170	13	readiness	readiness	NOUN
easat-6335	170	14	assessments	assessment	NOUN
easat-6335	170	15	should	should	AUX
easat-6335	170	16	place	place	VERB
easat-6335	170	17	data	datum	NOUN
easat-6335	170	18	governance	governance	NOUN
easat-6335	170	19	and	and	CCONJ
easat-6335	170	20	interoperability	interoperability	NOUN
easat-6335	170	21	at	at	ADP
easat-6335	170	22	the	the	DET
easat-6335	170	23	core	core	NOUN
easat-6335	170	24	rather	rather	ADV
easat-6335	170	25	than	than	ADP
easat-6335	170	26	as	as	ADP
easat-6335	170	27	supplementary	supplementary	ADJ
easat-6335	170	28	dimensions	dimension	NOUN
easat-6335	170	29	.	.	PUNCT
easat-6335	171	1	this	this	DET
easat-6335	171	2	realignment	realignment	NOUN
easat-6335	171	3	would	would	AUX
easat-6335	171	4	promote	promote	VERB
easat-6335	171	5	better	well	ADJ
easat-6335	171	6	integration	integration	NOUN
easat-6335	171	7	,	,	PUNCT
easat-6335	171	8	accountability	accountability	NOUN
easat-6335	171	9	,	,	PUNCT
easat-6335	171	10	and	and	CCONJ
easat-6335	171	11	long	long	ADJ
easat-6335	171	12	-	-	PUNCT
easat-6335	171	13	term	term	NOUN
easat-6335	171	14	adaptability	adaptability	NOUN
easat-6335	171	15	within	within	ADP
easat-6335	171	16	ai	ai	ADJ
easat-6335	171	17	-	-	PUNCT
easat-6335	171	18	supported	support	VERB
easat-6335	171	19	decision	decision	NOUN
easat-6335	171	20	environments	environment	NOUN
easat-6335	171	21	.	.	PUNCT
easat-6335	172	1	strengthening	strengthen	VERB
easat-6335	172	2	interoperability	interoperability	NOUN
easat-6335	172	3	and	and	CCONJ
easat-6335	172	4	data	data	NOUN
easat-6335	172	5	strategies	strategy	NOUN
easat-6335	172	6	enables	enable	VERB
easat-6335	172	7	governments	government	NOUN
easat-6335	172	8	to	to	PART
easat-6335	172	9	maximize	maximize	VERB
easat-6335	172	10	the	the	DET
easat-6335	172	11	value	value	NOUN
easat-6335	172	12	of	of	ADP
easat-6335	172	13	public	public	ADJ
easat-6335	172	14	sector	sector	NOUN
easat-6335	172	15	data	datum	NOUN
easat-6335	172	16	,	,	PUNCT
easat-6335	172	17	improving	improve	VERB
easat-6335	172	18	ai	ai	VERB
easat-6335	172	19	outcomes	outcome	NOUN
easat-6335	172	20	and	and	CCONJ
easat-6335	172	21	restoring	restore	VERB
easat-6335	172	22	public	public	ADJ
easat-6335	172	23	confidence	confidence	NOUN
easat-6335	172	24	in	in	ADP
easat-6335	172	25	algorithmic	algorithmic	ADJ
easat-6335	172	26	governance	governance	NOUN
easat-6335	172	27	.	.	PUNCT
easat-6335	173	1	3.4	3.4	NUM
easat-6335	173	2	.	.	PUNCT
easat-6335	173	3	human	human	ADJ
easat-6335	173	4	capital	capital	NOUN
easat-6335	173	5	gaps	gap	NOUN
easat-6335	173	6	persist	persist	VERB
easat-6335	173	7	across	across	ADP
easat-6335	173	8	contexts	context	NOUN
easat-6335	173	9	this	this	DET
easat-6335	173	10	study	study	NOUN
easat-6335	173	11	finds	find	VERB
easat-6335	173	12	that	that	SCONJ
easat-6335	173	13	a	a	DET
easat-6335	173	14	persistent	persistent	ADJ
easat-6335	173	15	shortage	shortage	NOUN
easat-6335	173	16	of	of	ADP
easat-6335	173	17	digitally	digitally	ADV
easat-6335	173	18	skilled	skilled	ADJ
easat-6335	173	19	personnel	personnel	NOUN
easat-6335	173	20	significantly	significantly	ADV
easat-6335	173	21	hinders	hinder	VERB
easat-6335	173	22	ai	ai	VERB
easat-6335	173	23	adoption	adoption	NOUN
easat-6335	173	24	in	in	ADP
easat-6335	173	25	the	the	DET
easat-6335	173	26	public	public	ADJ
easat-6335	173	27	sector	sector	NOUN
easat-6335	173	28	.	.	PUNCT
easat-6335	174	1	institutions	institution	NOUN
easat-6335	174	2	often	often	ADV
easat-6335	174	3	lack	lack	VERB
easat-6335	174	4	individuals	individual	NOUN
easat-6335	174	5	with	with	ADP
easat-6335	174	6	competencies	competency	NOUN
easat-6335	174	7	in	in	ADP
easat-6335	174	8	data	data	NOUN
easat-6335	174	9	science	science	NOUN
easat-6335	174	10	,	,	PUNCT
easat-6335	174	11	machine	machine	NOUN
easat-6335	174	12	learning	learning	NOUN
easat-6335	174	13	,	,	PUNCT
easat-6335	174	14	and	and	CCONJ
easat-6335	174	15	algorithmic	algorithmic	ADJ
easat-6335	174	16	governance	governance	NOUN
easat-6335	174	17	,	,	PUNCT
easat-6335	174	18	which	which	PRON
easat-6335	174	19	are	be	AUX
easat-6335	174	20	essential	essential	ADJ
easat-6335	174	21	for	for	ADP
easat-6335	174	22	the	the	DET
easat-6335	174	23	implementation	implementation	NOUN
easat-6335	174	24	and	and	CCONJ
easat-6335	174	25	oversight	oversight	NOUN
easat-6335	174	26	of	of	ADP
easat-6335	174	27	ai	ai	PROPN
easat-6335	174	28	systems	system	NOUN
easat-6335	174	29	.	.	PUNCT
easat-6335	175	1	the	the	DET
easat-6335	175	2	absence	absence	NOUN
easat-6335	175	3	of	of	ADP
easat-6335	175	4	adequate	adequate	ADJ
easat-6335	175	5	technical	technical	ADJ
easat-6335	175	6	expertise	expertise	NOUN
easat-6335	175	7	makes	make	VERB
easat-6335	175	8	it	it	PRON
easat-6335	175	9	difficult	difficult	ADJ
easat-6335	175	10	to	to	PART
easat-6335	175	11	operationalize	operationalize	VERB
easat-6335	175	12	ai	ai	NOUN
easat-6335	175	13	tools	tool	NOUN
easat-6335	175	14	,	,	PUNCT
easat-6335	175	15	interpret	interpret	VERB
easat-6335	175	16	automated	automated	ADJ
easat-6335	175	17	outputs	output	NOUN
easat-6335	175	18	,	,	PUNCT
easat-6335	175	19	and	and	CCONJ
easat-6335	175	20	design	design	VERB
easat-6335	175	21	responsive	responsive	ADJ
easat-6335	175	22	public	public	ADJ
easat-6335	175	23	services	service	NOUN
easat-6335	175	24	.	.	PUNCT
easat-6335	176	1	beyond	beyond	ADP
easat-6335	176	2	technical	technical	ADJ
easat-6335	176	3	skills	skill	NOUN
easat-6335	176	4	,	,	PUNCT
easat-6335	176	5	many	many	ADJ
easat-6335	176	6	employees	employee	NOUN
easat-6335	176	7	are	be	AUX
easat-6335	176	8	unfamiliar	unfamiliar	ADJ
easat-6335	176	9	with	with	ADP
easat-6335	176	10	the	the	DET
easat-6335	176	11	ethical	ethical	ADJ
easat-6335	176	12	and	and	CCONJ
easat-6335	176	13	legal	legal	ADJ
easat-6335	176	14	dimensions	dimension	NOUN
easat-6335	176	15	of	of	ADP
easat-6335	176	16	ai	ai	NOUN
easat-6335	176	17	,	,	PUNCT
easat-6335	176	18	limiting	limit	VERB
easat-6335	176	19	their	their	PRON
easat-6335	176	20	capacity	capacity	NOUN
easat-6335	176	21	to	to	PART
easat-6335	176	22	ensure	ensure	VERB
easat-6335	176	23	transparency	transparency	NOUN
easat-6335	176	24	,	,	PUNCT
easat-6335	176	25	fairness	fairness	NOUN
easat-6335	176	26	,	,	PUNCT
easat-6335	176	27	and	and	CCONJ
easat-6335	176	28	accountability	accountability	NOUN
easat-6335	176	29	.	.	PUNCT
easat-6335	177	1	the	the	DET
easat-6335	177	2	challenge	challenge	NOUN
easat-6335	177	3	becomes	become	VERB
easat-6335	177	4	more	more	ADV
easat-6335	177	5	pronounced	pronounced	ADJ
easat-6335	177	6	in	in	ADP
easat-6335	177	7	local	local	ADJ
easat-6335	177	8	government	government	NOUN
easat-6335	177	9	settings	setting	NOUN
easat-6335	177	10	and	and	CCONJ
easat-6335	177	11	developing	develop	VERB
easat-6335	177	12	countries	country	NOUN
easat-6335	177	13	,	,	PUNCT
easat-6335	177	14	where	where	SCONJ
easat-6335	177	15	training	training	NOUN
easat-6335	177	16	resources	resource	NOUN
easat-6335	177	17	are	be	AUX
easat-6335	177	18	often	often	ADV
easat-6335	177	19	scarce	scarce	ADJ
easat-6335	177	20	.	.	PUNCT
easat-6335	178	1	traditional	traditional	ADJ
easat-6335	178	2	bureaucratic	bureaucratic	ADJ
easat-6335	178	3	structures	structure	NOUN
easat-6335	178	4	further	far	ADV
easat-6335	178	5	limit	limit	VERB
easat-6335	178	6	innovation	innovation	NOUN
easat-6335	178	7	,	,	PUNCT
easat-6335	178	8	discouraging	discourage	VERB
easat-6335	178	9	reskilling	reskille	VERB
easat-6335	178	10	or	or	CCONJ
easat-6335	178	11	interdepartmental	interdepartmental	ADJ
easat-6335	178	12	knowledge	knowledge	NOUN
easat-6335	178	13	exchange	exchange	NOUN
easat-6335	178	14	.	.	PUNCT
easat-6335	179	1	most	most	ADJ
easat-6335	179	2	public	public	ADJ
easat-6335	179	3	institutions	institution	NOUN
easat-6335	179	4	surveyed	survey	VERB
easat-6335	179	5	in	in	ADP
easat-6335	179	6	this	this	DET
easat-6335	179	7	review	review	NOUN
easat-6335	179	8	reported	report	VERB
easat-6335	179	9	little	little	ADJ
easat-6335	179	10	to	to	ADP
easat-6335	179	11	no	no	DET
easat-6335	179	12	structured	structured	ADJ
easat-6335	179	13	capacity	capacity	NOUN
easat-6335	179	14	-	-	PUNCT
easat-6335	179	15	building	building	NOUN
easat-6335	179	16	programs	program	NOUN
easat-6335	179	17	targeting	target	VERB
easat-6335	179	18	ai	ai	PRON
easat-6335	179	19	readiness	readiness	NOUN
easat-6335	179	20	.	.	PUNCT
easat-6335	180	1	this	this	DET
easat-6335	180	2	human	human	ADJ
easat-6335	180	3	capital	capital	NOUN
easat-6335	180	4	gap	gap	NOUN
easat-6335	180	5	reduces	reduce	VERB
easat-6335	180	6	institutional	institutional	ADJ
easat-6335	180	7	agility	agility	NOUN
easat-6335	180	8	,	,	PUNCT
easat-6335	180	9	making	make	VERB
easat-6335	180	10	it	it	PRON
easat-6335	180	11	difficult	difficult	ADJ
easat-6335	180	12	to	to	PART
easat-6335	180	13	adapt	adapt	VERB
easat-6335	180	14	to	to	ADP
easat-6335	180	15	evolving	evolve	VERB
easat-6335	180	16	digital	digital	ADJ
easat-6335	180	17	ecosystems	ecosystem	NOUN
easat-6335	180	18	.	.	PUNCT
easat-6335	181	1	the	the	DET
easat-6335	181	2	lack	lack	NOUN
easat-6335	181	3	of	of	ADP
easat-6335	181	4	interdisciplinary	interdisciplinary	ADJ
easat-6335	181	5	expertise	expertise	NOUN
easat-6335	181	6	—	—	PUNCT
easat-6335	181	7	combining	combine	VERB
easat-6335	181	8	technology	technology	NOUN
easat-6335	181	9	,	,	PUNCT
easat-6335	181	10	policy	policy	NOUN
easat-6335	181	11	,	,	PUNCT
easat-6335	181	12	and	and	CCONJ
easat-6335	181	13	ethics	ethic	NOUN
easat-6335	181	14	—	—	PUNCT
easat-6335	181	15	creates	create	VERB
easat-6335	181	16	a	a	DET
easat-6335	181	17	siloed	siloed	ADJ
easat-6335	181	18	environment	environment	NOUN
easat-6335	181	19	that	that	PRON
easat-6335	181	20	isolates	isolate	VERB
easat-6335	181	21	ai	ai	VERB
easat-6335	181	22	projects	project	NOUN
easat-6335	181	23	from	from	ADP
easat-6335	181	24	core	core	NOUN
easat-6335	181	25	governance	governance	NOUN
easat-6335	181	26	functions	function	NOUN
easat-6335	181	27	.	.	PUNCT
easat-6335	182	1	addressing	address	VERB
easat-6335	182	2	this	this	DET
easat-6335	182	3	issue	issue	NOUN
easat-6335	182	4	requires	require	VERB
easat-6335	182	5	strategic	strategic	ADJ
easat-6335	182	6	investment	investment	NOUN
easat-6335	182	7	in	in	ADP
easat-6335	182	8	digital	digital	ADJ
easat-6335	182	9	literacy	literacy	NOUN
easat-6335	182	10	and	and	CCONJ
easat-6335	182	11	institutional	institutional	ADJ
easat-6335	182	12	learning	learning	NOUN
easat-6335	182	13	infrastructures	infrastructure	NOUN
easat-6335	182	14	.	.	PUNCT
easat-6335	183	1	the	the	DET
easat-6335	183	2	centrality	centrality	NOUN
easat-6335	183	3	of	of	ADP
easat-6335	183	4	digital	digital	ADJ
easat-6335	183	5	skills	skill	NOUN
easat-6335	183	6	to	to	ADP
easat-6335	183	7	public	public	ADJ
easat-6335	183	8	sector	sector	NOUN
easat-6335	183	9	ai	ai	VERB
easat-6335	183	10	readiness	readiness	NOUN
easat-6335	183	11	has	have	AUX
easat-6335	183	12	been	be	AUX
easat-6335	183	13	documented	document	VERB
easat-6335	183	14	across	across	ADP
easat-6335	183	15	numerous	numerous	ADJ
easat-6335	183	16	studies	study	NOUN
easat-6335	183	17	.	.	PUNCT
easat-6335	184	1	wirtz	wirtz	PROPN
easat-6335	184	2	,	,	PUNCT
easat-6335	184	3	et	et	PROPN
easat-6335	184	4	al	al	PROPN
easat-6335	184	5	.	.	PUNCT
easat-6335	185	1	[	[	X
easat-6335	185	2	3	3	X
easat-6335	185	3	]	]	PUNCT
easat-6335	185	4	emphasize	emphasize	VERB
easat-6335	185	5	that	that	SCONJ
easat-6335	185	6	without	without	ADP
easat-6335	185	7	sufficient	sufficient	ADJ
easat-6335	185	8	technical	technical	ADJ
easat-6335	185	9	knowledge	knowledge	NOUN
easat-6335	185	10	among	among	ADP
easat-6335	185	11	staff	staff	NOUN
easat-6335	185	12	,	,	PUNCT
easat-6335	185	13	ai	ai	VERB
easat-6335	185	14	projects	project	NOUN
easat-6335	185	15	are	be	AUX
easat-6335	185	16	either	either	ADV
easat-6335	185	17	poorly	poorly	ADV
easat-6335	185	18	executed	execute	VERB
easat-6335	185	19	or	or	CCONJ
easat-6335	185	20	fail	fail	VERB
easat-6335	185	21	to	to	PART
easat-6335	185	22	be	be	AUX
easat-6335	185	23	sustained	sustain	VERB
easat-6335	185	24	beyond	beyond	ADP
easat-6335	185	25	pilot	pilot	NOUN
easat-6335	185	26	phases	phase	NOUN
easat-6335	185	27	.	.	PUNCT
easat-6335	186	1	their	their	PRON
easat-6335	186	2	research	research	NOUN
easat-6335	186	3	shows	show	VERB
easat-6335	186	4	that	that	SCONJ
easat-6335	186	5	skills	skill	NOUN
easat-6335	186	6	deficits	deficit	NOUN
easat-6335	186	7	are	be	AUX
easat-6335	186	8	a	a	DET
easat-6335	186	9	leading	lead	VERB
easat-6335	186	10	cause	cause	NOUN
easat-6335	186	11	of	of	ADP
easat-6335	186	12	delays	delay	NOUN
easat-6335	186	13	and	and	CCONJ
easat-6335	186	14	inefficiencies	inefficiency	NOUN
easat-6335	186	15	in	in	ADP
easat-6335	186	16	public	public	ADJ
easat-6335	186	17	sector	sector	NOUN
easat-6335	186	18	digital	digital	ADJ
easat-6335	186	19	transformation	transformation	NOUN
easat-6335	186	20	initiatives	initiative	NOUN
easat-6335	186	21	.	.	PUNCT
easat-6335	187	1	similarly	similarly	ADV
easat-6335	187	2	,	,	PUNCT
easat-6335	187	3	a	a	DET
easat-6335	187	4	comparative	comparative	ADJ
easat-6335	187	5	study	study	NOUN
easat-6335	187	6	by	by	ADP
easat-6335	187	7	van	van	PROPN
easat-6335	187	8	noordt	noordt	PROPN
easat-6335	187	9	and	and	CCONJ
easat-6335	187	10	misuraca	misuraca	NOUN
easat-6335	188	1	[	[	X
easat-6335	188	2	27	27	NUM
easat-6335	188	3	]	]	PUNCT
easat-6335	188	4	identifies	identify	VERB
easat-6335	188	5	gaps	gap	NOUN
easat-6335	188	6	in	in	ADP
easat-6335	188	7	organizational	organizational	ADJ
easat-6335	188	8	knowledge	knowledge	NOUN
easat-6335	188	9	and	and	CCONJ
easat-6335	188	10	competencies	competency	NOUN
easat-6335	188	11	as	as	ADP
easat-6335	188	12	systemic	systemic	ADJ
easat-6335	188	13	barriers	barrier	NOUN
easat-6335	188	14	to	to	ADP
easat-6335	188	15	public	public	ADJ
easat-6335	188	16	value	value	NOUN
easat-6335	188	17	creation	creation	NOUN
easat-6335	188	18	through	through	ADP
easat-6335	188	19	ai	ai	NOUN
easat-6335	188	20	.	.	PUNCT
easat-6335	189	1	they	they	PRON
easat-6335	189	2	argue	argue	VERB
easat-6335	189	3	that	that	SCONJ
easat-6335	189	4	capacity	capacity	NOUN
easat-6335	189	5	-	-	PUNCT
easat-6335	189	6	building	building	NOUN
easat-6335	189	7	must	must	AUX
easat-6335	189	8	extend	extend	VERB
easat-6335	189	9	beyond	beyond	ADP
easat-6335	189	10	training	training	NOUN
easat-6335	189	11	to	to	PART
easat-6335	189	12	include	include	VERB
easat-6335	189	13	cultural	cultural	ADJ
easat-6335	189	14	change	change	NOUN
easat-6335	189	15	and	and	CCONJ
easat-6335	189	16	strategic	strategic	ADJ
easat-6335	189	17	vision	vision	NOUN
easat-6335	189	18	.	.	PUNCT
easat-6335	190	1	drawing	draw	VERB
easat-6335	190	2	from	from	ADP
easat-6335	190	3	a	a	DET
easat-6335	190	4	different	different	ADJ
easat-6335	190	5	context	context	NOUN
easat-6335	190	6	,	,	PUNCT
easat-6335	190	7	berryhill	berryhill	NOUN
easat-6335	190	8	,	,	PUNCT
easat-6335	190	9	et	et	PROPN
easat-6335	190	10	al	al	PROPN
easat-6335	190	11	.	.	PUNCT
easat-6335	191	1	[	[	X
easat-6335	191	2	28	28	NUM
easat-6335	191	3	]	]	PUNCT
easat-6335	191	4	stress	stress	NOUN
easat-6335	191	5	that	that	SCONJ
easat-6335	191	6	the	the	DET
easat-6335	191	7	lack	lack	NOUN
easat-6335	191	8	of	of	ADP
easat-6335	191	9	interdisciplinary	interdisciplinary	ADJ
easat-6335	191	10	expertise	expertise	NOUN
easat-6335	191	11	—	—	PUNCT
easat-6335	191	12	particularly	particularly	ADV
easat-6335	191	13	in	in	ADP
easat-6335	191	14	ethical	ethical	ADJ
easat-6335	191	15	ai	ai	NOUN
easat-6335	191	16	deployment	deployment	NOUN
easat-6335	191	17	—	—	PUNCT
easat-6335	191	18	undermines	undermine	VERB
easat-6335	191	19	trust	trust	NOUN
easat-6335	191	20	in	in	ADP
easat-6335	191	21	public	public	ADJ
easat-6335	191	22	institutions	institution	NOUN
easat-6335	191	23	and	and	CCONJ
easat-6335	191	24	widens	widen	VERB
easat-6335	191	25	digital	digital	ADJ
easat-6335	191	26	inequality	inequality	NOUN
easat-6335	191	27	.	.	PUNCT
easat-6335	192	1	their	their	PRON
easat-6335	192	2	analysis	analysis	NOUN
easat-6335	192	3	recommends	recommend	VERB
easat-6335	192	4	the	the	DET
easat-6335	192	5	integration	integration	NOUN
easat-6335	192	6	of	of	ADP
easat-6335	192	7	ai	ai	PROPN
easat-6335	192	8	ethics	ethic	NOUN
easat-6335	192	9	and	and	CCONJ
easat-6335	192	10	policy	policy	NOUN
easat-6335	192	11	literacy	literacy	NOUN
easat-6335	192	12	into	into	ADP
easat-6335	192	13	professional	professional	ADJ
easat-6335	192	14	development	development	NOUN
easat-6335	192	15	programs	program	NOUN
easat-6335	192	16	for	for	ADP
easat-6335	192	17	public	public	ADJ
easat-6335	192	18	administrators	administrator	NOUN
easat-6335	192	19	.	.	PUNCT
easat-6335	193	1	furthermore	furthermore	ADV
easat-6335	193	2	,	,	PUNCT
easat-6335	193	3	a	a	DET
easat-6335	193	4	report	report	NOUN
easat-6335	193	5	by	by	ADP
easat-6335	193	6	the	the	DET
easat-6335	193	7	world	world	NOUN
easat-6335	193	8	economic	economic	PROPN
easat-6335	193	9	forum	forum	NOUN
easat-6335	194	1	[	[	X
easat-6335	194	2	29	29	NUM
easat-6335	194	3	]	]	PUNCT
easat-6335	194	4	proposes	propose	VERB
easat-6335	194	5	that	that	SCONJ
easat-6335	194	6	governments	government	NOUN
easat-6335	194	7	must	must	AUX
easat-6335	194	8	cultivate	cultivate	VERB
easat-6335	194	9	not	not	PART
easat-6335	194	10	only	only	ADV
easat-6335	194	11	data	datum	NOUN
easat-6335	194	12	specialists	specialist	NOUN
easat-6335	194	13	but	but	CCONJ
easat-6335	194	14	also	also	ADV
easat-6335	194	15	“	"	PUNCT
easat-6335	194	16	ai	ai	VERB
easat-6335	194	17	translators	translator	NOUN
easat-6335	194	18	”	"	PUNCT
easat-6335	194	19	—	—	PUNCT
easat-6335	194	20	individuals	individual	NOUN
easat-6335	194	21	who	who	PRON
easat-6335	194	22	can	can	AUX
easat-6335	194	23	bridge	bridge	VERB
easat-6335	194	24	the	the	DET
easat-6335	194	25	technical	technical	ADJ
easat-6335	194	26	and	and	CCONJ
easat-6335	194	27	policy	policy	NOUN
easat-6335	194	28	domains	domain	NOUN
easat-6335	194	29	.	.	PUNCT
easat-6335	195	1	these	these	DET
easat-6335	195	2	perspectives	perspective	NOUN
easat-6335	195	3	confirm	confirm	VERB
easat-6335	195	4	the	the	DET
easat-6335	195	5	author	author	NOUN
easat-6335	195	6	’s	’s	PART
easat-6335	195	7	position	position	NOUN
easat-6335	195	8	that	that	PRON
easat-6335	195	9	ai	ai	VERB
easat-6335	195	10	readiness	readiness	NOUN
easat-6335	195	11	can	can	AUX
easat-6335	195	12	not	not	PART
easat-6335	195	13	be	be	AUX
easat-6335	195	14	achieved	achieve	VERB
easat-6335	195	15	through	through	ADP
easat-6335	195	16	infrastructure	infrastructure	NOUN
easat-6335	195	17	alone	alone	ADV
easat-6335	195	18	;	;	PUNCT
easat-6335	195	19	it	it	PRON
easat-6335	195	20	requires	require	VERB
easat-6335	195	21	institutional	institutional	ADJ
easat-6335	195	22	transformation	transformation	NOUN
easat-6335	195	23	in	in	ADP
easat-6335	195	24	how	how	SCONJ
easat-6335	195	25	skills	skill	NOUN
easat-6335	195	26	are	be	AUX
easat-6335	195	27	acquired	acquire	VERB
easat-6335	195	28	,	,	PUNCT
easat-6335	195	29	distributed	distribute	VERB
easat-6335	195	30	,	,	PUNCT
easat-6335	195	31	and	and	CCONJ
easat-6335	195	32	applied	apply	VERB
easat-6335	195	33	.	.	PUNCT
easat-6335	196	1	a	a	DET
easat-6335	196	2	human	human	NOUN
easat-6335	196	3	-	-	PUNCT
easat-6335	196	4	centered	center	VERB
easat-6335	196	5	strategy	strategy	NOUN
easat-6335	196	6	that	that	PRON
easat-6335	196	7	values	value	VERB
easat-6335	196	8	lifelong	lifelong	ADJ
easat-6335	196	9	learning	learning	NOUN
easat-6335	196	10	,	,	PUNCT
easat-6335	196	11	cross	cross	ADJ
easat-6335	196	12	-	-	ADJ
easat-6335	196	13	sector	sector	ADJ
easat-6335	196	14	collaboration	collaboration	NOUN
easat-6335	196	15	,	,	PUNCT
easat-6335	196	16	and	and	CCONJ
easat-6335	196	17	agile	agile	ADJ
easat-6335	196	18	thinking	thinking	NOUN
easat-6335	196	19	is	be	AUX
easat-6335	196	20	essential	essential	ADJ
easat-6335	196	21	.	.	PUNCT
easat-6335	197	1	public	public	ADJ
easat-6335	197	2	institutions	institution	NOUN
easat-6335	197	3	that	that	PRON
easat-6335	197	4	fail	fail	VERB
easat-6335	197	5	to	to	PART
easat-6335	197	6	address	address	VERB
easat-6335	197	7	these	these	DET
easat-6335	197	8	human	human	ADJ
easat-6335	197	9	capital	capital	NOUN
easat-6335	197	10	deficiencies	deficiency	NOUN
easat-6335	197	11	will	will	AUX
easat-6335	197	12	continue	continue	VERB
easat-6335	197	13	to	to	PART
easat-6335	197	14	encounter	encounter	VERB
easat-6335	197	15	bottlenecks	bottleneck	NOUN
easat-6335	197	16	,	,	PUNCT
easat-6335	197	17	ethical	ethical	ADJ
easat-6335	197	18	missteps	misstep	NOUN
easat-6335	197	19	,	,	PUNCT
easat-6335	197	20	and	and	CCONJ
easat-6335	197	21	lost	lose	VERB
easat-6335	197	22	opportunities	opportunity	NOUN
easat-6335	197	23	in	in	ADP
easat-6335	197	24	ai	ai	ADJ
easat-6335	197	25	integration	integration	NOUN
easat-6335	197	26	.	.	PUNCT
easat-6335	198	1	1576	1576	NUM
easat-6335	198	2	edelweiss	edelweiss	PROPN
easat-6335	198	3	applied	apply	VERB
easat-6335	198	4	science	science	NOUN
easat-6335	198	5	and	and	CCONJ
easat-6335	198	6	technology	technology	NOUN
easat-6335	198	7	issn	issn	PROPN
easat-6335	198	8	:	:	PUNCT
easat-6335	198	9	2576	2576	NUM
easat-6335	198	10	-	-	SYM
easat-6335	198	11	8484	8484	NUM
easat-6335	198	12	vol	vol	NOUN
easat-6335	198	13	.	.	PROPN
easat-6335	199	1	9	9	NUM
easat-6335	199	2	,	,	PUNCT
easat-6335	199	3	no	no	INTJ
easat-6335	199	4	.	.	NOUN
easat-6335	199	5	4	4	NUM
easat-6335	199	6	:	:	SYM
easat-6335	199	7	1569	1569	NUM
easat-6335	199	8	-	-	SYM
easat-6335	199	9	1580	1580	NUM
easat-6335	199	10	,	,	PUNCT
easat-6335	199	11	2025	2025	NUM
easat-6335	199	12	doi	doi	NOUN
easat-6335	199	13	:	:	PUNCT
easat-6335	199	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	199	15	©	©	PROPN
easat-6335	199	16	2025	2025	NUM
easat-6335	199	17	by	by	ADP
easat-6335	199	18	the	the	DET
easat-6335	199	19	author	author	NOUN
easat-6335	199	20	;	;	PUNCT
easat-6335	199	21	licensee	licensee	PROPN
easat-6335	199	22	learning	learning	NOUN
easat-6335	199	23	gate	gate	NOUN
easat-6335	199	24	3.5	3.5	NUM
easat-6335	199	25	.	.	PUNCT
easat-6335	200	1	regulatory	regulatory	ADJ
easat-6335	200	2	frameworks	framework	NOUN
easat-6335	200	3	lag	lag	VERB
easat-6335	200	4	behind	behind	ADP
easat-6335	200	5	technological	technological	ADJ
easat-6335	200	6	progress	progress	NOUN
easat-6335	200	7	this	this	DET
easat-6335	200	8	study	study	NOUN
easat-6335	200	9	finds	find	VERB
easat-6335	200	10	that	that	SCONJ
easat-6335	200	11	the	the	DET
easat-6335	200	12	rapid	rapid	ADJ
easat-6335	200	13	evolution	evolution	NOUN
easat-6335	200	14	of	of	ADP
easat-6335	200	15	ai	ai	PROPN
easat-6335	200	16	technologies	technology	NOUN
easat-6335	200	17	has	have	AUX
easat-6335	200	18	significantly	significantly	ADV
easat-6335	200	19	outpaced	outpace	VERB
easat-6335	200	20	the	the	DET
easat-6335	200	21	development	development	NOUN
easat-6335	200	22	of	of	ADP
easat-6335	200	23	legal	legal	ADJ
easat-6335	200	24	and	and	CCONJ
easat-6335	200	25	ethical	ethical	ADJ
easat-6335	200	26	regulations	regulation	NOUN
easat-6335	200	27	within	within	ADP
easat-6335	200	28	the	the	DET
easat-6335	200	29	public	public	ADJ
easat-6335	200	30	sector	sector	NOUN
easat-6335	200	31	.	.	PUNCT
easat-6335	201	1	institutions	institution	NOUN
easat-6335	201	2	increasingly	increasingly	ADV
easat-6335	201	3	deploy	deploy	VERB
easat-6335	201	4	ai	ai	VERB
easat-6335	201	5	systems	system	NOUN
easat-6335	201	6	for	for	ADP
easat-6335	201	7	decision	decision	NOUN
easat-6335	201	8	-	-	PUNCT
easat-6335	201	9	making	making	NOUN
easat-6335	201	10	without	without	ADP
easat-6335	201	11	adequate	adequate	ADJ
easat-6335	201	12	policy	policy	NOUN
easat-6335	201	13	guidelines	guideline	NOUN
easat-6335	201	14	to	to	PART
easat-6335	201	15	ensure	ensure	VERB
easat-6335	201	16	accountability	accountability	NOUN
easat-6335	201	17	and	and	CCONJ
easat-6335	201	18	transparency	transparency	NOUN
easat-6335	201	19	.	.	PUNCT
easat-6335	202	1	many	many	ADJ
easat-6335	202	2	governments	government	NOUN
easat-6335	202	3	lack	lack	VERB
easat-6335	202	4	comprehensive	comprehensive	ADJ
easat-6335	202	5	legal	legal	ADJ
easat-6335	202	6	instruments	instrument	NOUN
easat-6335	202	7	to	to	PART
easat-6335	202	8	address	address	VERB
easat-6335	202	9	emerging	emerge	VERB
easat-6335	202	10	challenges	challenge	NOUN
easat-6335	202	11	such	such	ADJ
easat-6335	202	12	as	as	ADP
easat-6335	202	13	algorithmic	algorithmic	ADJ
easat-6335	202	14	bias	bias	NOUN
easat-6335	202	15	,	,	PUNCT
easat-6335	202	16	data	datum	NOUN
easat-6335	202	17	misuse	misuse	NOUN
easat-6335	202	18	,	,	PUNCT
easat-6335	202	19	and	and	CCONJ
easat-6335	202	20	automated	automate	VERB
easat-6335	202	21	discrimination	discrimination	NOUN
easat-6335	202	22	.	.	PUNCT
easat-6335	203	1	as	as	ADP
easat-6335	203	2	a	a	DET
easat-6335	203	3	result	result	NOUN
easat-6335	203	4	,	,	PUNCT
easat-6335	203	5	the	the	DET
easat-6335	203	6	absence	absence	NOUN
easat-6335	203	7	of	of	ADP
easat-6335	203	8	timely	timely	ADJ
easat-6335	203	9	and	and	CCONJ
easat-6335	203	10	adaptive	adaptive	ADJ
easat-6335	203	11	regulatory	regulatory	ADJ
easat-6335	203	12	responses	response	NOUN
easat-6335	203	13	has	have	AUX
easat-6335	203	14	created	create	VERB
easat-6335	203	15	a	a	DET
easat-6335	203	16	governance	governance	NOUN
easat-6335	203	17	vacuum	vacuum	NOUN
easat-6335	203	18	,	,	PUNCT
easat-6335	203	19	exposing	expose	VERB
easat-6335	203	20	institutions	institution	NOUN
easat-6335	203	21	to	to	ADP
easat-6335	203	22	legal	legal	ADJ
easat-6335	203	23	risks	risk	NOUN
easat-6335	203	24	and	and	CCONJ
easat-6335	203	25	public	public	ADJ
easat-6335	203	26	backlash	backlash	NOUN
easat-6335	203	27	.	.	PUNCT
easat-6335	204	1	some	some	DET
easat-6335	204	2	jurisdictions	jurisdiction	NOUN
easat-6335	204	3	have	have	AUX
easat-6335	204	4	attempted	attempt	VERB
easat-6335	204	5	to	to	PART
easat-6335	204	6	update	update	VERB
easat-6335	204	7	legacy	legacy	NOUN
easat-6335	204	8	legislation	legislation	NOUN
easat-6335	204	9	to	to	PART
easat-6335	204	10	accommodate	accommodate	VERB
easat-6335	204	11	ai	ai	VERB
easat-6335	204	12	,	,	PUNCT
easat-6335	204	13	but	but	CCONJ
easat-6335	204	14	the	the	DET
easat-6335	204	15	process	process	NOUN
easat-6335	204	16	often	often	ADV
easat-6335	204	17	lags	lag	VERB
easat-6335	204	18	behind	behind	ADP
easat-6335	204	19	technological	technological	ADJ
easat-6335	204	20	advancements	advancement	NOUN
easat-6335	204	21	.	.	PUNCT
easat-6335	205	1	the	the	DET
easat-6335	205	2	lack	lack	NOUN
easat-6335	205	3	of	of	ADP
easat-6335	205	4	clarity	clarity	NOUN
easat-6335	205	5	regarding	regard	VERB
easat-6335	205	6	responsibility	responsibility	NOUN
easat-6335	205	7	in	in	ADP
easat-6335	205	8	automated	automate	VERB
easat-6335	205	9	decisions	decision	NOUN
easat-6335	205	10	further	far	ADV
easat-6335	205	11	complicates	complicate	VERB
easat-6335	205	12	public	public	ADJ
easat-6335	205	13	sector	sector	NOUN
easat-6335	205	14	liability	liability	NOUN
easat-6335	205	15	and	and	CCONJ
easat-6335	205	16	redress	redress	NOUN
easat-6335	205	17	mechanisms	mechanism	NOUN
easat-6335	205	18	.	.	PUNCT
easat-6335	206	1	ethical	ethical	ADJ
easat-6335	206	2	oversight	oversight	NOUN
easat-6335	206	3	bodies	body	NOUN
easat-6335	206	4	and	and	CCONJ
easat-6335	206	5	compliance	compliance	NOUN
easat-6335	206	6	units	unit	NOUN
easat-6335	206	7	are	be	AUX
easat-6335	206	8	often	often	ADV
easat-6335	206	9	under	under	ADV
easat-6335	206	10	-	-	PUNCT
easat-6335	206	11	resourced	resource	VERB
easat-6335	206	12	or	or	CCONJ
easat-6335	206	13	nonexistent	nonexistent	ADJ
easat-6335	206	14	,	,	PUNCT
easat-6335	206	15	which	which	PRON
easat-6335	206	16	diminishes	diminish	VERB
easat-6335	206	17	institutional	institutional	ADJ
easat-6335	206	18	safeguards	safeguard	NOUN
easat-6335	206	19	.	.	PUNCT
easat-6335	207	1	in	in	ADP
easat-6335	207	2	some	some	DET
easat-6335	207	3	cases	case	NOUN
easat-6335	207	4	,	,	PUNCT
easat-6335	207	5	governments	government	NOUN
easat-6335	207	6	rely	rely	VERB
easat-6335	207	7	on	on	ADP
easat-6335	207	8	voluntary	voluntary	ADJ
easat-6335	207	9	guidelines	guideline	NOUN
easat-6335	207	10	,	,	PUNCT
easat-6335	207	11	which	which	PRON
easat-6335	207	12	lack	lack	VERB
easat-6335	207	13	enforceability	enforceability	NOUN
easat-6335	207	14	and	and	CCONJ
easat-6335	207	15	vary	vary	VERB
easat-6335	207	16	in	in	ADP
easat-6335	207	17	scope	scope	NOUN
easat-6335	207	18	and	and	CCONJ
easat-6335	207	19	rigor	rigor	NOUN
easat-6335	207	20	.	.	PUNCT
easat-6335	208	1	this	this	DET
easat-6335	208	2	regulatory	regulatory	ADJ
easat-6335	208	3	gap	gap	NOUN
easat-6335	208	4	not	not	PART
easat-6335	208	5	only	only	ADV
easat-6335	208	6	affects	affect	VERB
easat-6335	208	7	implementation	implementation	NOUN
easat-6335	208	8	fidelity	fidelity	NOUN
easat-6335	208	9	but	but	CCONJ
easat-6335	208	10	also	also	ADV
easat-6335	208	11	undermines	undermine	VERB
easat-6335	208	12	public	public	ADJ
easat-6335	208	13	trust	trust	NOUN
easat-6335	208	14	in	in	ADP
easat-6335	208	15	ai	ai	ADJ
easat-6335	208	16	-	-	PUNCT
easat-6335	208	17	enabled	enable	VERB
easat-6335	208	18	governance	governance	NOUN
easat-6335	208	19	.	.	PUNCT
easat-6335	209	1	public	public	ADJ
easat-6335	209	2	institutions	institution	NOUN
easat-6335	209	3	thus	thus	ADV
easat-6335	209	4	face	face	VERB
easat-6335	209	5	increasing	increase	VERB
easat-6335	209	6	pressure	pressure	NOUN
easat-6335	209	7	to	to	PART
easat-6335	209	8	design	design	VERB
easat-6335	209	9	regulatory	regulatory	ADJ
easat-6335	209	10	frameworks	framework	NOUN
easat-6335	209	11	that	that	PRON
easat-6335	209	12	are	be	AUX
easat-6335	209	13	both	both	PRON
easat-6335	209	14	forward	forward	ADV
easat-6335	209	15	-	-	PUNCT
easat-6335	209	16	looking	look	VERB
easat-6335	209	17	and	and	CCONJ
easat-6335	209	18	adaptable	adaptable	ADJ
easat-6335	209	19	to	to	ADP
easat-6335	209	20	technological	technological	ADJ
easat-6335	209	21	change	change	NOUN
easat-6335	209	22	.	.	PUNCT
easat-6335	210	1	the	the	DET
easat-6335	210	2	literature	literature	NOUN
easat-6335	210	3	strongly	strongly	ADV
easat-6335	210	4	supports	support	VERB
easat-6335	210	5	the	the	DET
easat-6335	210	6	finding	finding	NOUN
easat-6335	210	7	that	that	SCONJ
easat-6335	210	8	public	public	ADJ
easat-6335	210	9	institutions	institution	NOUN
easat-6335	210	10	face	face	VERB
easat-6335	210	11	systemic	systemic	ADJ
easat-6335	210	12	difficulties	difficulty	NOUN
easat-6335	210	13	in	in	ADP
easat-6335	210	14	regulating	regulate	VERB
easat-6335	210	15	the	the	DET
easat-6335	210	16	fast	fast	ADV
easat-6335	210	17	-	-	PUNCT
easat-6335	210	18	evolving	evolve	VERB
easat-6335	210	19	landscape	landscape	NOUN
easat-6335	210	20	of	of	ADP
easat-6335	210	21	ai	ai	PROPN
easat-6335	210	22	technologies	technology	NOUN
easat-6335	210	23	.	.	PUNCT
easat-6335	211	1	binns	binn	NOUN
easat-6335	212	1	[	[	X
easat-6335	212	2	30	30	NUM
easat-6335	212	3	]	]	PUNCT
easat-6335	212	4	observes	observe	VERB
easat-6335	212	5	that	that	SCONJ
easat-6335	212	6	most	most	ADJ
easat-6335	212	7	regulatory	regulatory	ADJ
easat-6335	212	8	efforts	effort	NOUN
easat-6335	212	9	remain	remain	VERB
easat-6335	212	10	reactive	reactive	ADJ
easat-6335	212	11	rather	rather	ADV
easat-6335	212	12	than	than	ADP
easat-6335	212	13	anticipatory	anticipatory	ADJ
easat-6335	212	14	,	,	PUNCT
easat-6335	212	15	which	which	PRON
easat-6335	212	16	allows	allow	VERB
easat-6335	212	17	opaque	opaque	ADJ
easat-6335	212	18	algorithms	algorithm	NOUN
easat-6335	212	19	to	to	PART
easat-6335	212	20	operate	operate	VERB
easat-6335	212	21	unchecked	unchecked	ADJ
easat-6335	212	22	within	within	ADP
easat-6335	212	23	public	public	ADJ
easat-6335	212	24	systems	system	NOUN
easat-6335	212	25	.	.	PUNCT
easat-6335	213	1	he	he	PRON
easat-6335	213	2	warns	warn	VERB
easat-6335	213	3	that	that	SCONJ
easat-6335	213	4	institutional	institutional	ADJ
easat-6335	213	5	inertia	inertia	NOUN
easat-6335	213	6	and	and	CCONJ
easat-6335	213	7	legal	legal	ADJ
easat-6335	213	8	ambiguity	ambiguity	NOUN
easat-6335	213	9	increase	increase	VERB
easat-6335	213	10	the	the	DET
easat-6335	213	11	risk	risk	NOUN
easat-6335	213	12	of	of	ADP
easat-6335	213	13	public	public	ADJ
easat-6335	213	14	harm	harm	NOUN
easat-6335	213	15	.	.	PUNCT
easat-6335	214	1	yeung	yeung	PROPN
easat-6335	215	1	[	[	X
easat-6335	215	2	31	31	NUM
easat-6335	215	3	]	]	PUNCT
easat-6335	215	4	complements	complement	VERB
easat-6335	215	5	this	this	DET
easat-6335	215	6	view	view	NOUN
easat-6335	215	7	by	by	ADP
easat-6335	215	8	analyzing	analyze	VERB
easat-6335	215	9	how	how	SCONJ
easat-6335	215	10	traditional	traditional	ADJ
easat-6335	215	11	regulatory	regulatory	ADJ
easat-6335	215	12	mechanisms	mechanism	NOUN
easat-6335	215	13	fail	fail	VERB
easat-6335	215	14	to	to	PART
easat-6335	215	15	keep	keep	VERB
easat-6335	215	16	pace	pace	NOUN
easat-6335	215	17	with	with	ADP
easat-6335	215	18	algorithmic	algorithmic	ADJ
easat-6335	215	19	decision	decision	NOUN
easat-6335	215	20	-	-	PUNCT
easat-6335	215	21	making	making	NOUN
easat-6335	215	22	,	,	PUNCT
easat-6335	215	23	advocating	advocate	VERB
easat-6335	215	24	for	for	ADP
easat-6335	215	25	a	a	DET
easat-6335	215	26	shift	shift	NOUN
easat-6335	215	27	toward	toward	ADP
easat-6335	215	28	risk	risk	NOUN
easat-6335	215	29	-	-	PUNCT
easat-6335	215	30	based	base	VERB
easat-6335	215	31	,	,	PUNCT
easat-6335	215	32	dynamic	dynamic	ADJ
easat-6335	215	33	governance	governance	NOUN
easat-6335	215	34	models	model	NOUN
easat-6335	215	35	.	.	PUNCT
easat-6335	216	1	in	in	ADP
easat-6335	216	2	a	a	DET
easat-6335	216	3	comparative	comparative	ADJ
easat-6335	216	4	review	review	NOUN
easat-6335	216	5	of	of	ADP
easat-6335	216	6	ai	ai	ADJ
easat-6335	216	7	policy	policy	NOUN
easat-6335	216	8	strategies	strategy	NOUN
easat-6335	216	9	,	,	PUNCT
easat-6335	216	10	floridi	floridi	ADJ
easat-6335	216	11	,	,	PUNCT
easat-6335	216	12	et	et	PROPN
easat-6335	216	13	al	al	PROPN
easat-6335	216	14	.	.	PUNCT
easat-6335	217	1	[	[	X
easat-6335	217	2	32	32	NUM
easat-6335	217	3	]	]	PUNCT
easat-6335	217	4	argue	argue	VERB
easat-6335	217	5	that	that	SCONJ
easat-6335	217	6	most	most	ADJ
easat-6335	217	7	national	national	ADJ
easat-6335	217	8	ai	ai	NOUN
easat-6335	217	9	strategies	strategy	NOUN
easat-6335	217	10	either	either	CCONJ
easat-6335	217	11	underregulate	underregulate	VERB
easat-6335	217	12	or	or	CCONJ
easat-6335	217	13	overly	overly	ADV
easat-6335	217	14	generalize	generalize	VERB
easat-6335	217	15	,	,	PUNCT
easat-6335	217	16	lacking	lack	VERB
easat-6335	217	17	enforceable	enforceable	ADJ
easat-6335	217	18	mechanisms	mechanism	NOUN
easat-6335	217	19	for	for	ADP
easat-6335	217	20	accountability	accountability	NOUN
easat-6335	217	21	and	and	CCONJ
easat-6335	217	22	transparency	transparency	NOUN
easat-6335	217	23	.	.	PUNCT
easat-6335	218	1	they	they	PRON
easat-6335	218	2	call	call	VERB
easat-6335	218	3	for	for	ADP
easat-6335	218	4	multidisciplinary	multidisciplinary	ADJ
easat-6335	218	5	approaches	approach	NOUN
easat-6335	218	6	that	that	PRON
easat-6335	218	7	integrate	integrate	VERB
easat-6335	218	8	legal	legal	ADJ
easat-6335	218	9	,	,	PUNCT
easat-6335	218	10	technical	technical	ADJ
easat-6335	218	11	,	,	PUNCT
easat-6335	218	12	and	and	CCONJ
easat-6335	218	13	ethical	ethical	ADJ
easat-6335	218	14	expertise	expertise	NOUN
easat-6335	218	15	into	into	ADP
easat-6335	218	16	the	the	DET
easat-6335	218	17	legislative	legislative	ADJ
easat-6335	218	18	process	process	NOUN
easat-6335	218	19	.	.	PUNCT
easat-6335	219	1	meanwhile	meanwhile	ADV
easat-6335	219	2	,	,	PUNCT
easat-6335	219	3	ebers	eber	NOUN
easat-6335	219	4	,	,	PUNCT
easat-6335	219	5	et	et	PROPN
easat-6335	219	6	al	al	PROPN
easat-6335	219	7	.	.	PUNCT
easat-6335	220	1	[	[	X
easat-6335	220	2	33	33	NUM
easat-6335	220	3	]	]	PUNCT
easat-6335	220	4	contend	contend	VERB
easat-6335	220	5	that	that	SCONJ
easat-6335	220	6	effective	effective	ADJ
easat-6335	220	7	ai	ai	VERB
easat-6335	220	8	governance	governance	NOUN
easat-6335	220	9	requires	require	VERB
easat-6335	220	10	not	not	PART
easat-6335	220	11	just	just	ADV
easat-6335	220	12	formal	formal	ADJ
easat-6335	220	13	regulation	regulation	NOUN
easat-6335	220	14	,	,	PUNCT
easat-6335	220	15	but	but	CCONJ
easat-6335	220	16	institutional	institutional	ADJ
easat-6335	220	17	capacities	capacity	NOUN
easat-6335	220	18	for	for	ADP
easat-6335	220	19	foresight	foresight	NOUN
easat-6335	220	20	,	,	PUNCT
easat-6335	220	21	monitoring	monitoring	NOUN
easat-6335	220	22	,	,	PUNCT
easat-6335	220	23	and	and	CCONJ
easat-6335	220	24	ethical	ethical	ADJ
easat-6335	220	25	deliberation	deliberation	NOUN
easat-6335	220	26	.	.	PUNCT
easat-6335	221	1	their	their	PRON
easat-6335	221	2	findings	finding	NOUN
easat-6335	221	3	highlight	highlight	VERB
easat-6335	221	4	that	that	SCONJ
easat-6335	221	5	a	a	DET
easat-6335	221	6	lack	lack	NOUN
easat-6335	221	7	of	of	ADP
easat-6335	221	8	institutional	institutional	ADJ
easat-6335	221	9	preparedness	preparedness	NOUN
easat-6335	221	10	to	to	PART
easat-6335	221	11	govern	govern	VERB
easat-6335	221	12	ai	ai	ADP
easat-6335	221	13	exacerbates	exacerbate	VERB
easat-6335	221	14	the	the	DET
easat-6335	221	15	governance	governance	NOUN
easat-6335	221	16	gap	gap	NOUN
easat-6335	221	17	.	.	PUNCT
easat-6335	222	1	the	the	DET
easat-6335	222	2	author	author	NOUN
easat-6335	222	3	's	's	PART
easat-6335	222	4	position	position	NOUN
easat-6335	222	5	aligns	align	VERB
easat-6335	222	6	with	with	ADP
easat-6335	222	7	these	these	DET
easat-6335	222	8	arguments	argument	NOUN
easat-6335	222	9	by	by	ADP
easat-6335	222	10	emphasizing	emphasize	VERB
easat-6335	222	11	that	that	SCONJ
easat-6335	222	12	regulatory	regulatory	ADJ
easat-6335	222	13	lag	lag	NOUN
easat-6335	222	14	is	be	AUX
easat-6335	222	15	not	not	PART
easat-6335	222	16	merely	merely	ADV
easat-6335	222	17	a	a	DET
easat-6335	222	18	technical	technical	ADJ
easat-6335	222	19	issue	issue	NOUN
easat-6335	222	20	,	,	PUNCT
easat-6335	222	21	but	but	CCONJ
easat-6335	222	22	a	a	DET
easat-6335	222	23	manifestation	manifestation	NOUN
easat-6335	222	24	of	of	ADP
easat-6335	222	25	broader	broad	ADJ
easat-6335	222	26	governance	governance	NOUN
easat-6335	222	27	fragility	fragility	NOUN
easat-6335	222	28	.	.	PUNCT
easat-6335	223	1	accelerating	accelerate	VERB
easat-6335	223	2	ai	ai	ADJ
easat-6335	223	3	oversight	oversight	NOUN
easat-6335	223	4	reform	reform	NOUN
easat-6335	223	5	must	must	AUX
easat-6335	223	6	involve	involve	VERB
easat-6335	223	7	building	build	VERB
easat-6335	223	8	agile	agile	ADJ
easat-6335	223	9	,	,	PUNCT
easat-6335	223	10	participatory	participatory	ADJ
easat-6335	223	11	,	,	PUNCT
easat-6335	223	12	and	and	CCONJ
easat-6335	223	13	anticipatory	anticipatory	ADJ
easat-6335	223	14	legal	legal	ADJ
easat-6335	223	15	frameworks	framework	NOUN
easat-6335	223	16	that	that	PRON
easat-6335	223	17	evolve	evolve	VERB
easat-6335	223	18	in	in	ADP
easat-6335	223	19	tandem	tandem	NOUN
easat-6335	223	20	with	with	ADP
easat-6335	223	21	technology	technology	NOUN
easat-6335	223	22	.	.	PUNCT
easat-6335	224	1	without	without	ADP
easat-6335	224	2	such	such	ADJ
easat-6335	224	3	reform	reform	NOUN
easat-6335	224	4	,	,	PUNCT
easat-6335	224	5	public	public	ADJ
easat-6335	224	6	sector	sector	NOUN
easat-6335	224	7	ai	ai	VERB
easat-6335	224	8	implementation	implementation	NOUN
easat-6335	224	9	will	will	AUX
easat-6335	224	10	remain	remain	VERB
easat-6335	224	11	fragmented	fragmented	ADJ
easat-6335	224	12	,	,	PUNCT
easat-6335	224	13	contested	contest	VERB
easat-6335	224	14	,	,	PUNCT
easat-6335	224	15	and	and	CCONJ
easat-6335	224	16	vulnerable	vulnerable	ADJ
easat-6335	224	17	to	to	ADP
easat-6335	224	18	ethical	ethical	ADJ
easat-6335	224	19	and	and	CCONJ
easat-6335	224	20	operational	operational	ADJ
easat-6335	224	21	failures	failure	NOUN
easat-6335	224	22	.	.	PUNCT
easat-6335	225	1	3.6	3.6	NUM
easat-6335	225	2	.	.	PUNCT
easat-6335	225	3	lack	lack	NOUN
easat-6335	225	4	of	of	ADP
easat-6335	225	5	context	context	NOUN
easat-6335	225	6	-	-	PUNCT
easat-6335	225	7	specific	specific	ADJ
easat-6335	225	8	readiness	readiness	NOUN
easat-6335	225	9	frameworks	framework	NOUN
easat-6335	225	10	for	for	ADP
easat-6335	225	11	the	the	DET
easat-6335	225	12	public	public	ADJ
easat-6335	225	13	sector	sector	NOUN
easat-6335	225	14	this	this	DET
easat-6335	225	15	study	study	NOUN
easat-6335	225	16	identifies	identify	VERB
easat-6335	225	17	a	a	DET
easat-6335	225	18	major	major	ADJ
easat-6335	225	19	gap	gap	NOUN
easat-6335	225	20	in	in	ADP
easat-6335	225	21	the	the	DET
easat-6335	225	22	availability	availability	NOUN
easat-6335	225	23	of	of	ADP
easat-6335	225	24	context	context	NOUN
easat-6335	225	25	-	-	PUNCT
easat-6335	225	26	specific	specific	ADJ
easat-6335	225	27	frameworks	framework	NOUN
easat-6335	225	28	to	to	PART
easat-6335	225	29	assess	assess	VERB
easat-6335	225	30	ai	ai	VERB
easat-6335	225	31	readiness	readiness	NOUN
easat-6335	225	32	within	within	ADP
easat-6335	225	33	public	public	ADJ
easat-6335	225	34	institutions	institution	NOUN
easat-6335	225	35	.	.	PUNCT
easat-6335	226	1	most	most	ADJ
easat-6335	226	2	existing	exist	VERB
easat-6335	226	3	models	model	NOUN
easat-6335	226	4	are	be	AUX
easat-6335	226	5	adapted	adapt	VERB
easat-6335	226	6	from	from	ADP
easat-6335	226	7	private	private	ADJ
easat-6335	226	8	sector	sector	NOUN
easat-6335	226	9	contexts	contexts	NOUN
easat-6335	226	10	,	,	PUNCT
easat-6335	226	11	making	make	VERB
easat-6335	226	12	them	they	PRON
easat-6335	226	13	ill	ill	ADV
easat-6335	226	14	-	-	PUNCT
easat-6335	226	15	suited	suited	ADJ
easat-6335	226	16	for	for	ADP
easat-6335	226	17	addressing	address	VERB
easat-6335	226	18	the	the	DET
easat-6335	226	19	complexities	complexity	NOUN
easat-6335	226	20	of	of	ADP
easat-6335	226	21	bureaucratic	bureaucratic	ADJ
easat-6335	226	22	systems	system	NOUN
easat-6335	226	23	and	and	CCONJ
easat-6335	226	24	public	public	ADJ
easat-6335	226	25	accountability	accountability	NOUN
easat-6335	226	26	.	.	PUNCT
easat-6335	227	1	institutions	institution	NOUN
easat-6335	227	2	often	often	ADV
easat-6335	227	3	rely	rely	VERB
easat-6335	227	4	on	on	ADP
easat-6335	227	5	generalized	generalize	VERB
easat-6335	227	6	digital	digital	ADJ
easat-6335	227	7	maturity	maturity	NOUN
easat-6335	227	8	models	model	NOUN
easat-6335	227	9	that	that	PRON
easat-6335	227	10	do	do	AUX
easat-6335	227	11	not	not	PART
easat-6335	227	12	account	account	VERB
easat-6335	227	13	for	for	ADP
easat-6335	227	14	unique	unique	ADJ
easat-6335	227	15	governance	governance	NOUN
easat-6335	227	16	structures	structure	NOUN
easat-6335	227	17	,	,	PUNCT
easat-6335	227	18	democratic	democratic	ADJ
easat-6335	227	19	norms	norm	NOUN
easat-6335	227	20	,	,	PUNCT
easat-6335	227	21	or	or	CCONJ
easat-6335	227	22	stakeholder	stakeholder	NOUN
easat-6335	227	23	dynamics	dynamic	NOUN
easat-6335	227	24	inherent	inherent	ADJ
easat-6335	227	25	in	in	ADP
easat-6335	227	26	public	public	ADJ
easat-6335	227	27	administration	administration	NOUN
easat-6335	227	28	.	.	PUNCT
easat-6335	228	1	as	as	ADP
easat-6335	228	2	a	a	DET
easat-6335	228	3	result	result	NOUN
easat-6335	228	4	,	,	PUNCT
easat-6335	228	5	public	public	ADJ
easat-6335	228	6	organizations	organization	NOUN
easat-6335	228	7	lack	lack	VERB
easat-6335	228	8	diagnostic	diagnostic	ADJ
easat-6335	228	9	tools	tool	NOUN
easat-6335	228	10	tailored	tailor	VERB
easat-6335	228	11	to	to	ADP
easat-6335	228	12	their	their	PRON
easat-6335	228	13	operational	operational	ADJ
easat-6335	228	14	realities	reality	NOUN
easat-6335	228	15	and	and	CCONJ
easat-6335	228	16	political	political	ADJ
easat-6335	228	17	environments	environment	NOUN
easat-6335	228	18	.	.	PUNCT
easat-6335	229	1	the	the	DET
easat-6335	229	2	absence	absence	NOUN
easat-6335	229	3	of	of	ADP
easat-6335	229	4	frameworks	framework	NOUN
easat-6335	229	5	that	that	PRON
easat-6335	229	6	integrate	integrate	VERB
easat-6335	229	7	both	both	DET
easat-6335	229	8	normative	normative	ADJ
easat-6335	229	9	and	and	CCONJ
easat-6335	229	10	functional	functional	ADJ
easat-6335	229	11	dimensions	dimension	NOUN
easat-6335	229	12	of	of	ADP
easat-6335	229	13	governance	governance	NOUN
easat-6335	229	14	weakens	weaken	VERB
easat-6335	229	15	the	the	DET
easat-6335	229	16	relevance	relevance	NOUN
easat-6335	229	17	and	and	CCONJ
easat-6335	229	18	applicability	applicability	NOUN
easat-6335	229	19	of	of	ADP
easat-6335	229	20	existing	exist	VERB
easat-6335	229	21	readiness	readiness	NOUN
easat-6335	229	22	assessments	assessment	NOUN
easat-6335	229	23	.	.	PUNCT
easat-6335	230	1	additionally	additionally	ADV
easat-6335	230	2	,	,	PUNCT
easat-6335	230	3	most	most	ADJ
easat-6335	230	4	tools	tool	NOUN
easat-6335	230	5	ignore	ignore	VERB
easat-6335	230	6	sectoral	sectoral	ADJ
easat-6335	230	7	variations	variation	NOUN
easat-6335	230	8	,	,	PUNCT
easat-6335	230	9	such	such	ADJ
easat-6335	230	10	as	as	ADP
easat-6335	230	11	differences	difference	NOUN
easat-6335	230	12	in	in	ADP
easat-6335	230	13	readiness	readiness	NOUN
easat-6335	230	14	levels	level	NOUN
easat-6335	230	15	between	between	ADP
easat-6335	230	16	health	health	NOUN
easat-6335	230	17	,	,	PUNCT
easat-6335	230	18	education	education	NOUN
easat-6335	230	19	,	,	PUNCT
easat-6335	230	20	and	and	CCONJ
easat-6335	230	21	transportation	transportation	NOUN
easat-6335	230	22	agencies	agency	NOUN
easat-6335	230	23	.	.	PUNCT
easat-6335	231	1	while	while	SCONJ
easat-6335	231	2	some	some	DET
easat-6335	231	3	governments	government	NOUN
easat-6335	231	4	adopt	adopt	VERB
easat-6335	231	5	national	national	ADJ
easat-6335	231	6	ai	ai	NOUN
easat-6335	231	7	strategies	strategy	NOUN
easat-6335	231	8	,	,	PUNCT
easat-6335	231	9	these	these	PRON
easat-6335	231	10	are	be	AUX
easat-6335	231	11	often	often	ADV
easat-6335	231	12	aspirational	aspirational	ADJ
easat-6335	231	13	and	and	CCONJ
easat-6335	231	14	rarely	rarely	ADV
easat-6335	231	15	translated	translate	VERB
easat-6335	231	16	into	into	ADP
easat-6335	231	17	measurable	measurable	ADJ
easat-6335	231	18	institutional	institutional	ADJ
easat-6335	231	19	benchmarks	benchmark	NOUN
easat-6335	231	20	.	.	PUNCT
easat-6335	232	1	consequently	consequently	ADV
easat-6335	232	2	,	,	PUNCT
easat-6335	232	3	public	public	ADJ
easat-6335	232	4	managers	manager	NOUN
easat-6335	232	5	are	be	AUX
easat-6335	232	6	left	leave	VERB
easat-6335	232	7	without	without	ADP
easat-6335	232	8	clear	clear	ADJ
easat-6335	232	9	indicators	indicator	NOUN
easat-6335	232	10	to	to	PART
easat-6335	232	11	evaluate	evaluate	VERB
easat-6335	232	12	their	their	PRON
easat-6335	232	13	agency	agency	NOUN
easat-6335	232	14	's	's	PART
easat-6335	232	15	preparedness	preparedness	NOUN
easat-6335	232	16	for	for	ADP
easat-6335	232	17	ai	ai	PROPN
easat-6335	232	18	adoption	adoption	NOUN
easat-6335	232	19	.	.	PUNCT
easat-6335	233	1	this	this	DET
easat-6335	233	2	situation	situation	NOUN
easat-6335	233	3	contributes	contribute	VERB
easat-6335	233	4	to	to	ADP
easat-6335	233	5	fragmented	fragmented	ADJ
easat-6335	233	6	implementation	implementation	NOUN
easat-6335	233	7	,	,	PUNCT
easat-6335	233	8	policy	policy	NOUN
easat-6335	233	9	inertia	inertia	NOUN
easat-6335	233	10	,	,	PUNCT
easat-6335	233	11	and	and	CCONJ
easat-6335	233	12	inefficient	inefficient	ADJ
easat-6335	233	13	1577	1577	NUM
easat-6335	233	14	edelweiss	edelweiss	PROPN
easat-6335	233	15	applied	apply	VERB
easat-6335	233	16	science	science	NOUN
easat-6335	233	17	and	and	CCONJ
easat-6335	233	18	technology	technology	NOUN
easat-6335	233	19	issn	issn	PROPN
easat-6335	233	20	:	:	PUNCT
easat-6335	233	21	2576	2576	NUM
easat-6335	233	22	-	-	SYM
easat-6335	233	23	8484	8484	NUM
easat-6335	233	24	vol	vol	NOUN
easat-6335	233	25	.	.	PROPN
easat-6335	234	1	9	9	NUM
easat-6335	234	2	,	,	PUNCT
easat-6335	234	3	no	no	INTJ
easat-6335	234	4	.	.	NOUN
easat-6335	234	5	4	4	NUM
easat-6335	234	6	:	:	SYM
easat-6335	234	7	1569	1569	NUM
easat-6335	234	8	-	-	SYM
easat-6335	234	9	1580	1580	NUM
easat-6335	234	10	,	,	PUNCT
easat-6335	234	11	2025	2025	NUM
easat-6335	234	12	doi	doi	NOUN
easat-6335	234	13	:	:	PUNCT
easat-6335	234	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	234	15	©	©	PROPN
easat-6335	234	16	2025	2025	NUM
easat-6335	234	17	by	by	ADP
easat-6335	234	18	the	the	DET
easat-6335	234	19	author	author	NOUN
easat-6335	234	20	;	;	PUNCT
easat-6335	234	21	licensee	licensee	PROPN
easat-6335	234	22	learning	learn	VERB
easat-6335	234	23	gate	gate	NOUN
easat-6335	234	24	resource	resource	NOUN
easat-6335	234	25	allocation	allocation	NOUN
easat-6335	234	26	.	.	PUNCT
easat-6335	235	1	a	a	DET
easat-6335	235	2	lack	lack	NOUN
easat-6335	235	3	of	of	ADP
easat-6335	235	4	customized	customize	VERB
easat-6335	235	5	frameworks	framework	NOUN
easat-6335	235	6	also	also	ADV
easat-6335	235	7	reduces	reduce	VERB
easat-6335	235	8	institutional	institutional	ADJ
easat-6335	235	9	capacity	capacity	NOUN
easat-6335	235	10	to	to	PART
easat-6335	235	11	anticipate	anticipate	VERB
easat-6335	235	12	risks	risk	NOUN
easat-6335	235	13	,	,	PUNCT
easat-6335	235	14	assess	assess	VERB
easat-6335	235	15	ethical	ethical	ADJ
easat-6335	235	16	implications	implication	NOUN
easat-6335	235	17	,	,	PUNCT
easat-6335	235	18	or	or	CCONJ
easat-6335	235	19	build	build	VERB
easat-6335	235	20	adaptive	adaptive	ADJ
easat-6335	235	21	capabilities	capability	NOUN
easat-6335	235	22	.	.	PUNCT
easat-6335	236	1	scholarly	scholarly	ADJ
easat-6335	236	2	literature	literature	NOUN
easat-6335	236	3	reinforces	reinforce	VERB
easat-6335	236	4	the	the	DET
easat-6335	236	5	argument	argument	NOUN
easat-6335	236	6	that	that	PRON
easat-6335	236	7	ai	ai	VERB
easat-6335	236	8	readiness	readiness	ADJ
easat-6335	236	9	frameworks	framework	NOUN
easat-6335	236	10	remain	remain	VERB
easat-6335	236	11	overly	overly	ADV
easat-6335	236	12	generalized	generalized	ADJ
easat-6335	236	13	and	and	CCONJ
easat-6335	236	14	insufficient	insufficient	ADJ
easat-6335	236	15	for	for	ADP
easat-6335	236	16	the	the	DET
easat-6335	236	17	public	public	ADJ
easat-6335	236	18	sector	sector	NOUN
easat-6335	236	19	.	.	PUNCT
easat-6335	237	1	mikalef	mikalef	NOUN
easat-6335	237	2	,	,	PUNCT
easat-6335	237	3	et	et	PROPN
easat-6335	237	4	al	al	PROPN
easat-6335	237	5	.	.	PUNCT
easat-6335	238	1	[	[	X
easat-6335	238	2	34	34	NUM
easat-6335	238	3	]	]	PUNCT
easat-6335	238	4	argue	argue	VERB
easat-6335	238	5	that	that	SCONJ
easat-6335	238	6	current	current	ADJ
easat-6335	238	7	models	model	NOUN
easat-6335	238	8	fail	fail	VERB
easat-6335	238	9	to	to	PART
easat-6335	238	10	account	account	VERB
easat-6335	238	11	for	for	ADP
easat-6335	238	12	the	the	DET
easat-6335	238	13	institutional	institutional	ADJ
easat-6335	238	14	logics	logic	NOUN
easat-6335	238	15	,	,	PUNCT
easat-6335	238	16	accountability	accountability	NOUN
easat-6335	238	17	structures	structure	NOUN
easat-6335	238	18	,	,	PUNCT
easat-6335	238	19	and	and	CCONJ
easat-6335	238	20	procedural	procedural	ADJ
easat-6335	238	21	norms	norm	NOUN
easat-6335	238	22	that	that	PRON
easat-6335	238	23	differentiate	differentiate	VERB
easat-6335	238	24	public	public	ADJ
easat-6335	238	25	governance	governance	NOUN
easat-6335	238	26	from	from	ADP
easat-6335	238	27	private	private	ADJ
easat-6335	238	28	enterprise	enterprise	NOUN
easat-6335	238	29	.	.	PUNCT
easat-6335	239	1	their	their	PRON
easat-6335	239	2	research	research	NOUN
easat-6335	239	3	shows	show	VERB
easat-6335	239	4	that	that	SCONJ
easat-6335	239	5	applying	apply	VERB
easat-6335	239	6	business	business	NOUN
easat-6335	239	7	-	-	PUNCT
easat-6335	239	8	centric	centric	ADJ
easat-6335	239	9	frameworks	framework	NOUN
easat-6335	239	10	to	to	ADP
easat-6335	239	11	government	government	NOUN
easat-6335	239	12	settings	setting	NOUN
easat-6335	239	13	can	can	AUX
easat-6335	239	14	result	result	VERB
easat-6335	239	15	in	in	ADP
easat-6335	239	16	misalignment	misalignment	NOUN
easat-6335	239	17	between	between	ADP
easat-6335	239	18	ai	ai	PROPN
easat-6335	239	19	strategies	strategy	NOUN
easat-6335	239	20	and	and	CCONJ
easat-6335	239	21	public	public	ADJ
easat-6335	239	22	values	value	NOUN
easat-6335	239	23	.	.	PUNCT
easat-6335	240	1	in	in	ADP
easat-6335	240	2	a	a	DET
easat-6335	240	3	similar	similar	ADJ
easat-6335	240	4	vein	vein	NOUN
easat-6335	240	5	,	,	PUNCT
easat-6335	240	6	cave	cave	NOUN
easat-6335	240	7	and	and	CCONJ
easat-6335	240	8	dignum	dignum	VERB
easat-6335	240	9	[	[	X
easat-6335	240	10	35	35	NUM
easat-6335	240	11	]	]	PUNCT
easat-6335	240	12	emphasize	emphasize	VERB
easat-6335	240	13	that	that	SCONJ
easat-6335	240	14	public	public	ADJ
easat-6335	240	15	sector	sector	NOUN
easat-6335	240	16	ai	ai	VERB
easat-6335	240	17	adoption	adoption	NOUN
easat-6335	240	18	requires	require	VERB
easat-6335	240	19	frameworks	framework	NOUN
easat-6335	240	20	that	that	PRON
easat-6335	240	21	integrate	integrate	VERB
easat-6335	240	22	ethical	ethical	ADJ
easat-6335	240	23	,	,	PUNCT
easat-6335	240	24	legal	legal	ADJ
easat-6335	240	25	,	,	PUNCT
easat-6335	240	26	and	and	CCONJ
easat-6335	240	27	sociopolitical	sociopolitical	ADJ
easat-6335	240	28	factors	factor	NOUN
easat-6335	240	29	—	—	PUNCT
easat-6335	240	30	not	not	PART
easat-6335	240	31	just	just	ADV
easat-6335	240	32	technical	technical	ADJ
easat-6335	240	33	infrastructure	infrastructure	NOUN
easat-6335	240	34	or	or	CCONJ
easat-6335	240	35	economic	economic	ADJ
easat-6335	240	36	outcomes	outcome	NOUN
easat-6335	240	37	.	.	PUNCT
easat-6335	241	1	they	they	PRON
easat-6335	241	2	advocate	advocate	VERB
easat-6335	241	3	for	for	ADP
easat-6335	241	4	“	"	PUNCT
easat-6335	241	5	public	public	ADJ
easat-6335	241	6	interest	interest	NOUN
easat-6335	241	7	-	-	PUNCT
easat-6335	241	8	driven	drive	VERB
easat-6335	241	9	ai	ai	NOUN
easat-6335	241	10	”	"	PUNCT
easat-6335	241	11	assessment	assessment	NOUN
easat-6335	241	12	tools	tool	NOUN
easat-6335	241	13	rooted	root	VERB
easat-6335	241	14	in	in	ADP
easat-6335	241	15	democratic	democratic	ADJ
easat-6335	241	16	theory	theory	NOUN
easat-6335	241	17	and	and	CCONJ
easat-6335	241	18	governance	governance	NOUN
easat-6335	241	19	ethics	ethic	NOUN
easat-6335	241	20	.	.	PUNCT
easat-6335	242	1	complementing	complement	VERB
easat-6335	242	2	this	this	DET
easat-6335	242	3	perspective	perspective	NOUN
easat-6335	242	4	,	,	PUNCT
easat-6335	242	5	misuraca	misuraca	NOUN
easat-6335	242	6	,	,	PUNCT
easat-6335	242	7	et	et	PROPN
easat-6335	242	8	al	al	PROPN
easat-6335	242	9	.	.	PUNCT
easat-6335	243	1	[	[	X
easat-6335	243	2	36	36	NUM
easat-6335	243	3	]	]	X
easat-6335	243	4	propose	propose	VERB
easat-6335	243	5	a	a	DET
easat-6335	243	6	multi	multi	ADJ
easat-6335	243	7	-	-	ADJ
easat-6335	243	8	layered	layered	ADJ
easat-6335	243	9	ai	ai	VERB
easat-6335	243	10	maturity	maturity	NOUN
easat-6335	243	11	model	model	NOUN
easat-6335	243	12	specifically	specifically	ADV
easat-6335	243	13	designed	design	VERB
easat-6335	243	14	for	for	ADP
easat-6335	243	15	public	public	ADJ
easat-6335	243	16	administrations	administration	NOUN
easat-6335	243	17	,	,	PUNCT
easat-6335	243	18	yet	yet	CCONJ
easat-6335	243	19	acknowledge	acknowledge	VERB
easat-6335	243	20	that	that	SCONJ
easat-6335	243	21	such	such	ADJ
easat-6335	243	22	frameworks	framework	NOUN
easat-6335	243	23	are	be	AUX
easat-6335	243	24	still	still	ADV
easat-6335	243	25	underdeveloped	underdeveloped	ADJ
easat-6335	243	26	and	and	CCONJ
easat-6335	243	27	lack	lack	VERB
easat-6335	243	28	empirical	empirical	ADJ
easat-6335	243	29	validation	validation	NOUN
easat-6335	243	30	across	across	ADP
easat-6335	243	31	different	different	ADJ
easat-6335	243	32	regions	region	NOUN
easat-6335	243	33	.	.	PUNCT
easat-6335	244	1	finally	finally	ADV
easat-6335	244	2	,	,	PUNCT
easat-6335	244	3	stahl	stahl	PROPN
easat-6335	244	4	,	,	PUNCT
easat-6335	244	5	et	et	PROPN
easat-6335	244	6	al	al	PROPN
easat-6335	244	7	.	.	PUNCT
easat-6335	245	1	[	[	X
easat-6335	245	2	37	37	NUM
easat-6335	245	3	]	]	PUNCT
easat-6335	245	4	highlight	highlight	NOUN
easat-6335	245	5	that	that	SCONJ
easat-6335	245	6	readiness	readiness	NOUN
easat-6335	245	7	frameworks	framework	NOUN
easat-6335	245	8	must	must	AUX
easat-6335	245	9	consider	consider	VERB
easat-6335	245	10	contextual	contextual	ADJ
easat-6335	245	11	variables	variable	NOUN
easat-6335	245	12	such	such	ADJ
easat-6335	245	13	as	as	ADP
easat-6335	245	14	organizational	organizational	ADJ
easat-6335	245	15	culture	culture	NOUN
easat-6335	245	16	,	,	PUNCT
easat-6335	245	17	citizen	citizen	PROPN
easat-6335	245	18	trust	trust	PROPN
easat-6335	245	19	,	,	PUNCT
easat-6335	245	20	and	and	CCONJ
easat-6335	245	21	institutional	institutional	ADJ
easat-6335	245	22	learning	learning	NOUN
easat-6335	245	23	capacity	capacity	NOUN
easat-6335	245	24	to	to	PART
easat-6335	245	25	be	be	AUX
easat-6335	245	26	meaningful	meaningful	ADJ
easat-6335	245	27	for	for	ADP
easat-6335	245	28	policy	policy	NOUN
easat-6335	245	29	implementation	implementation	NOUN
easat-6335	245	30	.	.	PUNCT
easat-6335	246	1	these	these	DET
easat-6335	246	2	scholars	scholar	NOUN
easat-6335	246	3	affirm	affirm	VERB
easat-6335	246	4	the	the	DET
easat-6335	246	5	author	author	NOUN
easat-6335	246	6	's	's	PART
easat-6335	246	7	position	position	NOUN
easat-6335	246	8	that	that	SCONJ
easat-6335	246	9	a	a	DET
easat-6335	246	10	one	one	NUM
easat-6335	246	11	-	-	PUNCT
easat-6335	246	12	size	size	NOUN
easat-6335	246	13	-	-	PUNCT
easat-6335	246	14	fits	fit	VERB
easat-6335	246	15	-	-	PUNCT
easat-6335	246	16	all	all	DET
easat-6335	246	17	model	model	NOUN
easat-6335	246	18	is	be	AUX
easat-6335	246	19	inadequate	inadequate	ADJ
easat-6335	246	20	and	and	CCONJ
easat-6335	246	21	potentially	potentially	ADV
easat-6335	246	22	harmful	harmful	ADJ
easat-6335	246	23	for	for	ADP
easat-6335	246	24	public	public	ADJ
easat-6335	246	25	sector	sector	NOUN
easat-6335	246	26	transformation	transformation	NOUN
easat-6335	246	27	.	.	PUNCT
easat-6335	247	1	building	build	VERB
easat-6335	247	2	sector	sector	NOUN
easat-6335	247	3	-	-	PUNCT
easat-6335	247	4	specific	specific	ADJ
easat-6335	247	5	,	,	PUNCT
easat-6335	247	6	flexible	flexible	ADJ
easat-6335	247	7	,	,	PUNCT
easat-6335	247	8	and	and	CCONJ
easat-6335	247	9	governance	governance	NOUN
easat-6335	247	10	-	-	PUNCT
easat-6335	247	11	aligned	align	VERB
easat-6335	247	12	readiness	readiness	NOUN
easat-6335	247	13	tools	tool	NOUN
easat-6335	247	14	is	be	AUX
easat-6335	247	15	thus	thus	ADV
easat-6335	247	16	an	an	DET
easat-6335	247	17	urgent	urgent	ADJ
easat-6335	247	18	priority	priority	NOUN
easat-6335	247	19	to	to	PART
easat-6335	247	20	ensure	ensure	VERB
easat-6335	247	21	responsible	responsible	ADJ
easat-6335	247	22	and	and	CCONJ
easat-6335	247	23	effective	effective	ADJ
easat-6335	247	24	ai	ai	NOUN
easat-6335	247	25	integration	integration	NOUN
easat-6335	247	26	in	in	ADP
easat-6335	247	27	government	government	NOUN
easat-6335	247	28	systems	system	NOUN
easat-6335	247	29	.	.	PUNCT
easat-6335	248	1	the	the	DET
easat-6335	248	2	six	six	NUM
easat-6335	248	3	key	key	ADJ
easat-6335	248	4	findings	finding	NOUN
easat-6335	248	5	presented	present	VERB
easat-6335	248	6	in	in	ADP
easat-6335	248	7	this	this	DET
easat-6335	248	8	study	study	NOUN
easat-6335	248	9	underscore	underscore	VERB
easat-6335	248	10	the	the	DET
easat-6335	248	11	complex	complex	ADJ
easat-6335	248	12	and	and	CCONJ
easat-6335	248	13	interdependent	interdependent	ADJ
easat-6335	248	14	nature	nature	NOUN
easat-6335	248	15	of	of	ADP
easat-6335	248	16	ai	ai	PRON
easat-6335	248	17	readiness	readiness	NOUN
easat-6335	248	18	in	in	ADP
easat-6335	248	19	the	the	DET
easat-6335	248	20	public	public	ADJ
easat-6335	248	21	sector	sector	NOUN
easat-6335	248	22	.	.	PUNCT
easat-6335	249	1	these	these	PRON
easat-6335	249	2	include	include	VERB
easat-6335	249	3	the	the	DET
easat-6335	249	4	role	role	NOUN
easat-6335	249	5	of	of	ADP
easat-6335	249	6	technological	technological	ADJ
easat-6335	249	7	infrastructure	infrastructure	NOUN
easat-6335	249	8	,	,	PUNCT
easat-6335	249	9	the	the	DET
easat-6335	249	10	urgency	urgency	NOUN
easat-6335	249	11	of	of	ADP
easat-6335	249	12	developing	develop	VERB
easat-6335	249	13	human	human	ADJ
easat-6335	249	14	capital	capital	NOUN
easat-6335	249	15	,	,	PUNCT
easat-6335	249	16	the	the	DET
easat-6335	249	17	significance	significance	NOUN
easat-6335	249	18	of	of	ADP
easat-6335	249	19	supportive	supportive	ADJ
easat-6335	249	20	organizational	organizational	ADJ
easat-6335	249	21	cultures	culture	NOUN
easat-6335	249	22	,	,	PUNCT
easat-6335	249	23	the	the	DET
easat-6335	249	24	imperative	imperative	NOUN
easat-6335	249	25	of	of	ADP
easat-6335	249	26	data	datum	NOUN
easat-6335	249	27	governance	governance	NOUN
easat-6335	249	28	,	,	PUNCT
easat-6335	249	29	the	the	DET
easat-6335	249	30	necessity	necessity	NOUN
easat-6335	249	31	of	of	ADP
easat-6335	249	32	regulatory	regulatory	ADJ
easat-6335	249	33	agility	agility	NOUN
easat-6335	249	34	,	,	PUNCT
easat-6335	249	35	and	and	CCONJ
easat-6335	249	36	the	the	DET
easat-6335	249	37	lack	lack	NOUN
easat-6335	249	38	of	of	ADP
easat-6335	249	39	context	context	NOUN
easat-6335	249	40	-	-	PUNCT
easat-6335	249	41	sensitive	sensitive	ADJ
easat-6335	249	42	readiness	readiness	NOUN
easat-6335	249	43	frameworks	framework	NOUN
easat-6335	249	44	.	.	PUNCT
easat-6335	250	1	taken	take	VERB
easat-6335	250	2	together	together	ADV
easat-6335	250	3	,	,	PUNCT
easat-6335	250	4	these	these	DET
easat-6335	250	5	dimensions	dimension	NOUN
easat-6335	250	6	form	form	VERB
easat-6335	250	7	a	a	DET
easat-6335	250	8	cohesive	cohesive	ADJ
easat-6335	250	9	framework	framework	NOUN
easat-6335	250	10	grounded	ground	VERB
easat-6335	250	11	in	in	ADP
easat-6335	250	12	adaptive	adaptive	ADJ
easat-6335	250	13	governance	governance	NOUN
easat-6335	250	14	principles	principle	NOUN
easat-6335	250	15	,	,	PUNCT
easat-6335	250	16	which	which	PRON
easat-6335	250	17	is	be	AUX
easat-6335	250	18	illustrated	illustrate	VERB
easat-6335	250	19	in	in	ADP
easat-6335	250	20	figure	figure	NOUN
easat-6335	250	21	2	2	NUM
easat-6335	250	22	.	.	PUNCT
easat-6335	250	23	figure	figure	NOUN
easat-6335	250	24	2	2	NUM
easat-6335	250	25	.	.	NOUN
easat-6335	250	26	six	six	NUM
easat-6335	250	27	-	-	PUNCT
easat-6335	250	28	dimensional	dimensional	ADJ
easat-6335	250	29	framework	framework	NOUN
easat-6335	250	30	for	for	ADP
easat-6335	250	31	evaluating	evaluate	VERB
easat-6335	250	32	public	public	ADJ
easat-6335	250	33	sector	sector	NOUN
easat-6335	250	34	ai	ai	VERB
easat-6335	250	35	readiness	readiness	NOUN
easat-6335	250	36	based	base	VERB
easat-6335	250	37	on	on	ADP
easat-6335	250	38	adaptive	adaptive	ADJ
easat-6335	250	39	governance	governance	NOUN
easat-6335	250	40	.	.	PUNCT
easat-6335	251	1	1578	1578	NUM
easat-6335	251	2	edelweiss	edelweiss	PROPN
easat-6335	251	3	applied	apply	VERB
easat-6335	251	4	science	science	NOUN
easat-6335	251	5	and	and	CCONJ
easat-6335	251	6	technology	technology	NOUN
easat-6335	251	7	issn	issn	PROPN
easat-6335	251	8	:	:	PUNCT
easat-6335	251	9	2576	2576	NUM
easat-6335	251	10	-	-	SYM
easat-6335	251	11	8484	8484	NUM
easat-6335	251	12	vol	vol	NOUN
easat-6335	251	13	.	.	PROPN
easat-6335	252	1	9	9	NUM
easat-6335	252	2	,	,	PUNCT
easat-6335	252	3	no	no	INTJ
easat-6335	252	4	.	.	NOUN
easat-6335	252	5	4	4	NUM
easat-6335	252	6	:	:	SYM
easat-6335	252	7	1569	1569	NUM
easat-6335	252	8	-	-	SYM
easat-6335	252	9	1580	1580	NUM
easat-6335	252	10	,	,	PUNCT
easat-6335	252	11	2025	2025	NUM
easat-6335	252	12	doi	doi	NOUN
easat-6335	252	13	:	:	PUNCT
easat-6335	252	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	252	15	©	©	PROPN
easat-6335	252	16	2025	2025	NUM
easat-6335	252	17	by	by	ADP
easat-6335	252	18	the	the	DET
easat-6335	252	19	author	author	NOUN
easat-6335	252	20	;	;	PUNCT
easat-6335	252	21	licensee	licensee	PROPN
easat-6335	252	22	learning	learning	NOUN
easat-6335	252	23	gate	gate	NOUN
easat-6335	252	24	4	4	NUM
easat-6335	252	25	.	.	PUNCT
easat-6335	253	1	conclusion	conclusion	NOUN
easat-6335	253	2	this	this	DET
easat-6335	253	3	study	study	NOUN
easat-6335	253	4	provides	provide	VERB
easat-6335	253	5	a	a	DET
easat-6335	253	6	comprehensive	comprehensive	ADJ
easat-6335	253	7	analysis	analysis	NOUN
easat-6335	253	8	of	of	ADP
easat-6335	253	9	the	the	DET
easat-6335	253	10	institutional	institutional	ADJ
easat-6335	253	11	readiness	readiness	NOUN
easat-6335	253	12	of	of	ADP
easat-6335	253	13	public	public	ADJ
easat-6335	253	14	sector	sector	NOUN
easat-6335	253	15	organizations	organization	NOUN
easat-6335	253	16	for	for	ADP
easat-6335	253	17	adopting	adopt	VERB
easat-6335	253	18	ai	ai	ADJ
easat-6335	253	19	-	-	PUNCT
easat-6335	253	20	driven	drive	VERB
easat-6335	253	21	decision	decision	NOUN
easat-6335	253	22	-	-	PUNCT
easat-6335	253	23	making	making	NOUN
easat-6335	253	24	.	.	PUNCT
easat-6335	254	1	the	the	DET
easat-6335	254	2	findings	finding	NOUN
easat-6335	254	3	reveal	reveal	VERB
easat-6335	254	4	that	that	PRON
easat-6335	254	5	ai	ai	VERB
easat-6335	254	6	readiness	readiness	NOUN
easat-6335	254	7	is	be	AUX
easat-6335	254	8	not	not	PART
easat-6335	254	9	a	a	DET
easat-6335	254	10	singular	singular	ADJ
easat-6335	254	11	concept	concept	NOUN
easat-6335	254	12	,	,	PUNCT
easat-6335	254	13	but	but	CCONJ
easat-6335	254	14	a	a	DET
easat-6335	254	15	multidimensional	multidimensional	ADJ
easat-6335	254	16	construct	construct	NOUN
easat-6335	254	17	involving	involve	VERB
easat-6335	254	18	technology	technology	NOUN
easat-6335	254	19	,	,	PUNCT
easat-6335	254	20	human	human	ADJ
easat-6335	254	21	capital	capital	NOUN
easat-6335	254	22	,	,	PUNCT
easat-6335	254	23	governance	governance	NOUN
easat-6335	254	24	,	,	PUNCT
easat-6335	254	25	and	and	CCONJ
easat-6335	254	26	cultural	cultural	ADJ
easat-6335	254	27	adaptability	adaptability	NOUN
easat-6335	254	28	.	.	PUNCT
easat-6335	255	1	institutions	institution	NOUN
easat-6335	255	2	must	must	AUX
easat-6335	255	3	move	move	VERB
easat-6335	255	4	beyond	beyond	ADP
easat-6335	255	5	surface	surface	NOUN
easat-6335	255	6	-	-	PUNCT
easat-6335	255	7	level	level	NOUN
easat-6335	255	8	digital	digital	ADJ
easat-6335	255	9	transformations	transformation	NOUN
easat-6335	255	10	and	and	CCONJ
easat-6335	255	11	adopt	adopt	VERB
easat-6335	255	12	holistic	holistic	ADJ
easat-6335	255	13	strategies	strategy	NOUN
easat-6335	255	14	that	that	PRON
easat-6335	255	15	address	address	VERB
easat-6335	255	16	structural	structural	ADJ
easat-6335	255	17	and	and	CCONJ
easat-6335	255	18	procedural	procedural	ADJ
easat-6335	255	19	complexity	complexity	NOUN
easat-6335	255	20	.	.	PUNCT
easat-6335	256	1	adaptive	adaptive	ADJ
easat-6335	256	2	governance	governance	NOUN
easat-6335	256	3	emerges	emerge	VERB
easat-6335	256	4	as	as	ADP
easat-6335	256	5	a	a	DET
easat-6335	256	6	critical	critical	ADJ
easat-6335	256	7	lens	lens	NOUN
easat-6335	256	8	for	for	ADP
easat-6335	256	9	managing	manage	VERB
easat-6335	256	10	uncertainty	uncertainty	NOUN
easat-6335	256	11	,	,	PUNCT
easat-6335	256	12	fostering	foster	VERB
easat-6335	256	13	learning	learning	NOUN
easat-6335	256	14	,	,	PUNCT
easat-6335	256	15	and	and	CCONJ
easat-6335	256	16	encouraging	encourage	VERB
easat-6335	256	17	inclusive	inclusive	ADJ
easat-6335	256	18	participation	participation	NOUN
easat-6335	256	19	in	in	ADP
easat-6335	256	20	ai	ai	ADJ
easat-6335	256	21	implementation	implementation	NOUN
easat-6335	256	22	.	.	PUNCT
easat-6335	257	1	the	the	DET
easat-6335	257	2	lack	lack	NOUN
easat-6335	257	3	of	of	ADP
easat-6335	257	4	robust	robust	ADJ
easat-6335	257	5	data	datum	NOUN
easat-6335	257	6	governance	governance	NOUN
easat-6335	257	7	and	and	CCONJ
easat-6335	257	8	interoperability	interoperability	NOUN
easat-6335	257	9	continues	continue	VERB
easat-6335	257	10	to	to	PART
easat-6335	257	11	be	be	AUX
easat-6335	257	12	a	a	DET
easat-6335	257	13	systemic	systemic	ADJ
easat-6335	257	14	barrier	barrier	NOUN
easat-6335	257	15	to	to	PART
easat-6335	257	16	effective	effective	ADJ
easat-6335	257	17	ai	ai	NOUN
easat-6335	257	18	deployment	deployment	NOUN
easat-6335	257	19	.	.	PUNCT
easat-6335	258	1	moreover	moreover	ADV
easat-6335	258	2	,	,	PUNCT
easat-6335	258	3	the	the	DET
easat-6335	258	4	shortage	shortage	NOUN
easat-6335	258	5	of	of	ADP
easat-6335	258	6	digitally	digitally	ADV
easat-6335	258	7	skilled	skilled	ADJ
easat-6335	258	8	public	public	ADJ
easat-6335	258	9	servants	servant	NOUN
easat-6335	258	10	poses	pose	VERB
easat-6335	258	11	serious	serious	ADJ
easat-6335	258	12	challenges	challenge	NOUN
easat-6335	258	13	to	to	ADP
easat-6335	258	14	sustainable	sustainable	ADJ
easat-6335	258	15	integration	integration	NOUN
easat-6335	258	16	and	and	CCONJ
easat-6335	258	17	ethical	ethical	ADJ
easat-6335	258	18	oversight	oversight	NOUN
easat-6335	258	19	.	.	PUNCT
easat-6335	259	1	the	the	DET
easat-6335	259	2	study	study	NOUN
easat-6335	259	3	also	also	ADV
easat-6335	259	4	shows	show	VERB
easat-6335	259	5	that	that	SCONJ
easat-6335	259	6	existing	exist	VERB
easat-6335	259	7	regulatory	regulatory	ADJ
easat-6335	259	8	frameworks	framework	NOUN
easat-6335	259	9	are	be	AUX
easat-6335	259	10	insufficient	insufficient	ADJ
easat-6335	259	11	to	to	PART
easat-6335	259	12	match	match	VERB
easat-6335	259	13	the	the	DET
easat-6335	259	14	pace	pace	NOUN
easat-6335	259	15	and	and	CCONJ
easat-6335	259	16	scale	scale	NOUN
easat-6335	259	17	of	of	ADP
easat-6335	259	18	ai	ai	ADJ
easat-6335	259	19	development	development	NOUN
easat-6335	259	20	in	in	ADP
easat-6335	259	21	the	the	DET
easat-6335	259	22	public	public	ADJ
easat-6335	259	23	sector	sector	NOUN
easat-6335	259	24	.	.	PUNCT
easat-6335	260	1	without	without	ADP
easat-6335	260	2	timely	timely	ADJ
easat-6335	260	3	,	,	PUNCT
easat-6335	260	4	flexible	flexible	ADJ
easat-6335	260	5	,	,	PUNCT
easat-6335	260	6	and	and	CCONJ
easat-6335	260	7	enforceable	enforceable	ADJ
easat-6335	260	8	regulations	regulation	NOUN
easat-6335	260	9	,	,	PUNCT
easat-6335	260	10	public	public	ADJ
easat-6335	260	11	trust	trust	NOUN
easat-6335	260	12	and	and	CCONJ
easat-6335	260	13	institutional	institutional	ADJ
easat-6335	260	14	legitimacy	legitimacy	NOUN
easat-6335	260	15	remain	remain	VERB
easat-6335	260	16	vulnerable	vulnerable	ADJ
easat-6335	260	17	.	.	PUNCT
easat-6335	261	1	in	in	ADP
easat-6335	261	2	addition	addition	NOUN
easat-6335	261	3	,	,	PUNCT
easat-6335	261	4	the	the	DET
easat-6335	261	5	absence	absence	NOUN
easat-6335	261	6	of	of	ADP
easat-6335	261	7	context	context	NOUN
easat-6335	261	8	-	-	PUNCT
easat-6335	261	9	sensitive	sensitive	ADJ
easat-6335	261	10	readiness	readiness	NOUN
easat-6335	261	11	frameworks	framework	NOUN
easat-6335	261	12	limits	limit	VERB
easat-6335	261	13	the	the	DET
easat-6335	261	14	ability	ability	NOUN
easat-6335	261	15	of	of	ADP
easat-6335	261	16	institutions	institution	NOUN
easat-6335	261	17	to	to	PART
easat-6335	261	18	measure	measure	VERB
easat-6335	261	19	,	,	PUNCT
easat-6335	261	20	anticipate	anticipate	VERB
easat-6335	261	21	,	,	PUNCT
easat-6335	261	22	and	and	CCONJ
easat-6335	261	23	respond	respond	VERB
easat-6335	261	24	to	to	ADP
easat-6335	261	25	the	the	DET
easat-6335	261	26	demands	demand	NOUN
easat-6335	261	27	of	of	ADP
easat-6335	261	28	ai	ai	ADJ
easat-6335	261	29	innovation	innovation	NOUN
easat-6335	261	30	.	.	PUNCT
easat-6335	262	1	public	public	ADJ
easat-6335	262	2	sector	sector	NOUN
easat-6335	262	3	ai	ai	NOUN
easat-6335	262	4	strategies	strategy	NOUN
easat-6335	262	5	must	must	AUX
easat-6335	262	6	be	be	AUX
easat-6335	262	7	informed	inform	VERB
easat-6335	262	8	by	by	ADP
easat-6335	262	9	governance	governance	NOUN
easat-6335	262	10	realities	reality	NOUN
easat-6335	262	11	,	,	PUNCT
easat-6335	262	12	not	not	PART
easat-6335	262	13	corporate	corporate	ADJ
easat-6335	262	14	logic	logic	NOUN
easat-6335	262	15	.	.	PUNCT
easat-6335	263	1	this	this	DET
easat-6335	263	2	literature	literature	NOUN
easat-6335	263	3	-	-	PUNCT
easat-6335	263	4	based	base	VERB
easat-6335	263	5	investigation	investigation	NOUN
easat-6335	263	6	offers	offer	VERB
easat-6335	263	7	a	a	DET
easat-6335	263	8	new	new	ADJ
easat-6335	263	9	conceptual	conceptual	ADJ
easat-6335	263	10	framework	framework	NOUN
easat-6335	263	11	that	that	PRON
easat-6335	263	12	integrates	integrate	VERB
easat-6335	263	13	technological	technological	ADJ
easat-6335	263	14	capacity	capacity	NOUN
easat-6335	263	15	,	,	PUNCT
easat-6335	263	16	organizational	organizational	ADJ
easat-6335	263	17	dynamics	dynamic	NOUN
easat-6335	263	18	,	,	PUNCT
easat-6335	263	19	and	and	CCONJ
easat-6335	263	20	adaptive	adaptive	ADJ
easat-6335	263	21	governance	governance	NOUN
easat-6335	263	22	principles	principle	NOUN
easat-6335	263	23	.	.	PUNCT
easat-6335	264	1	the	the	DET
easat-6335	264	2	proposed	propose	VERB
easat-6335	264	3	model	model	NOUN
easat-6335	264	4	can	can	AUX
easat-6335	264	5	assist	assist	VERB
easat-6335	264	6	policymakers	policymaker	NOUN
easat-6335	264	7	,	,	PUNCT
easat-6335	264	8	administrators	administrator	NOUN
easat-6335	264	9	,	,	PUNCT
easat-6335	264	10	and	and	CCONJ
easat-6335	264	11	scholars	scholar	NOUN
easat-6335	264	12	in	in	ADP
easat-6335	264	13	assessing	assess	VERB
easat-6335	264	14	institutional	institutional	ADJ
easat-6335	264	15	preparedness	preparedness	NOUN
easat-6335	264	16	in	in	ADP
easat-6335	264	17	a	a	DET
easat-6335	264	18	systematic	systematic	ADJ
easat-6335	264	19	and	and	CCONJ
easat-6335	264	20	context	context	NOUN
easat-6335	264	21	-	-	PUNCT
easat-6335	264	22	aware	aware	ADJ
easat-6335	264	23	manner	manner	NOUN
easat-6335	264	24	.	.	PUNCT
easat-6335	265	1	rather	rather	ADV
easat-6335	265	2	than	than	ADP
easat-6335	265	3	treating	treat	VERB
easat-6335	265	4	readiness	readiness	NOUN
easat-6335	265	5	as	as	ADP
easat-6335	265	6	a	a	DET
easat-6335	265	7	static	static	ADJ
easat-6335	265	8	checklist	checklist	NOUN
easat-6335	265	9	,	,	PUNCT
easat-6335	265	10	the	the	DET
easat-6335	265	11	framework	framework	NOUN
easat-6335	265	12	encourages	encourage	VERB
easat-6335	265	13	an	an	DET
easat-6335	265	14	iterative	iterative	NOUN
easat-6335	265	15	and	and	CCONJ
easat-6335	265	16	developmental	developmental	ADJ
easat-6335	265	17	approach	approach	NOUN
easat-6335	265	18	to	to	ADP
easat-6335	265	19	capability	capability	NOUN
easat-6335	265	20	-	-	PUNCT
easat-6335	265	21	building	building	NOUN
easat-6335	265	22	.	.	PUNCT
easat-6335	266	1	it	it	PRON
easat-6335	266	2	also	also	ADV
easat-6335	266	3	underscores	underscore	VERB
easat-6335	266	4	the	the	DET
easat-6335	266	5	importance	importance	NOUN
easat-6335	266	6	of	of	ADP
easat-6335	266	7	balancing	balance	VERB
easat-6335	266	8	innovation	innovation	NOUN
easat-6335	266	9	with	with	ADP
easat-6335	266	10	accountability	accountability	NOUN
easat-6335	266	11	,	,	PUNCT
easat-6335	266	12	and	and	CCONJ
easat-6335	266	13	automation	automation	NOUN
easat-6335	266	14	with	with	ADP
easat-6335	266	15	democratic	democratic	ADJ
easat-6335	266	16	values	value	NOUN
easat-6335	266	17	.	.	PUNCT
easat-6335	267	1	for	for	ADP
easat-6335	267	2	ai	ai	VERB
easat-6335	267	3	to	to	PART
easat-6335	267	4	serve	serve	VERB
easat-6335	267	5	the	the	DET
easat-6335	267	6	public	public	ADJ
easat-6335	267	7	interest	interest	NOUN
easat-6335	267	8	,	,	PUNCT
easat-6335	267	9	institutions	institution	NOUN
easat-6335	267	10	must	must	AUX
easat-6335	267	11	cultivate	cultivate	VERB
easat-6335	267	12	reflexivity	reflexivity	NOUN
easat-6335	267	13	,	,	PUNCT
easat-6335	267	14	transparency	transparency	NOUN
easat-6335	267	15	,	,	PUNCT
easat-6335	267	16	and	and	CCONJ
easat-6335	267	17	ethical	ethical	ADJ
easat-6335	267	18	competence	competence	NOUN
easat-6335	267	19	at	at	ADP
easat-6335	267	20	all	all	DET
easat-6335	267	21	levels	level	NOUN
easat-6335	267	22	of	of	ADP
easat-6335	267	23	operation	operation	NOUN
easat-6335	267	24	.	.	PUNCT
easat-6335	268	1	investment	investment	NOUN
easat-6335	268	2	in	in	ADP
easat-6335	268	3	human	human	ADJ
easat-6335	268	4	capital	capital	NOUN
easat-6335	268	5	,	,	PUNCT
easat-6335	268	6	digital	digital	ADJ
easat-6335	268	7	infrastructure	infrastructure	NOUN
easat-6335	268	8	,	,	PUNCT
easat-6335	268	9	and	and	CCONJ
easat-6335	268	10	cross	cross	ADJ
easat-6335	268	11	-	-	ADJ
easat-6335	268	12	sector	sector	ADJ
easat-6335	268	13	collaboration	collaboration	NOUN
easat-6335	268	14	will	will	AUX
easat-6335	268	15	be	be	AUX
easat-6335	268	16	essential	essential	ADJ
easat-6335	268	17	.	.	PUNCT
easat-6335	269	1	this	this	DET
easat-6335	269	2	study	study	NOUN
easat-6335	269	3	contributes	contribute	VERB
easat-6335	269	4	to	to	ADP
easat-6335	269	5	the	the	DET
easat-6335	269	6	emerging	emerge	VERB
easat-6335	269	7	discourse	discourse	NOUN
easat-6335	269	8	on	on	ADP
easat-6335	269	9	ai	ai	PROPN
easat-6335	269	10	and	and	CCONJ
easat-6335	269	11	public	public	ADJ
easat-6335	269	12	administration	administration	NOUN
easat-6335	269	13	by	by	ADP
easat-6335	269	14	bridging	bridge	VERB
easat-6335	269	15	theoretical	theoretical	ADJ
easat-6335	269	16	insights	insight	NOUN
easat-6335	269	17	with	with	ADP
easat-6335	269	18	practical	practical	ADJ
easat-6335	269	19	diagnostic	diagnostic	ADJ
easat-6335	269	20	tools	tool	NOUN
easat-6335	269	21	.	.	PUNCT
easat-6335	270	1	future	future	ADJ
easat-6335	270	2	research	research	NOUN
easat-6335	270	3	should	should	AUX
easat-6335	270	4	explore	explore	VERB
easat-6335	270	5	empirical	empirical	ADJ
easat-6335	270	6	applications	application	NOUN
easat-6335	270	7	of	of	ADP
easat-6335	270	8	the	the	DET
easat-6335	270	9	framework	framework	NOUN
easat-6335	270	10	across	across	ADP
easat-6335	270	11	diverse	diverse	ADJ
easat-6335	270	12	policy	policy	NOUN
easat-6335	270	13	sectors	sector	NOUN
easat-6335	270	14	and	and	CCONJ
easat-6335	270	15	governance	governance	NOUN
easat-6335	270	16	contexts	contexts	NOUN
easat-6335	270	17	.	.	PUNCT
easat-6335	271	1	longitudinal	longitudinal	ADJ
easat-6335	271	2	studies	study	NOUN
easat-6335	271	3	would	would	AUX
easat-6335	271	4	also	also	ADV
easat-6335	271	5	help	help	VERB
easat-6335	271	6	evaluate	evaluate	VERB
easat-6335	271	7	how	how	SCONJ
easat-6335	271	8	institutional	institutional	ADJ
easat-6335	271	9	readiness	readiness	NOUN
easat-6335	271	10	evolves	evolve	VERB
easat-6335	271	11	in	in	ADP
easat-6335	271	12	response	response	NOUN
easat-6335	271	13	to	to	ADP
easat-6335	271	14	technological	technological	ADJ
easat-6335	271	15	shifts	shift	NOUN
easat-6335	271	16	.	.	PUNCT
easat-6335	272	1	as	as	SCONJ
easat-6335	272	2	ai	ai	NOUN
easat-6335	272	3	becomes	becomes	AUX
easat-6335	272	4	increasingly	increasingly	ADV
easat-6335	272	5	embedded	embed	VERB
easat-6335	272	6	in	in	ADP
easat-6335	272	7	governance	governance	NOUN
easat-6335	272	8	,	,	PUNCT
easat-6335	272	9	readiness	readiness	NOUN
easat-6335	272	10	will	will	AUX
easat-6335	272	11	no	no	ADV
easat-6335	272	12	longer	long	ADV
easat-6335	272	13	be	be	AUX
easat-6335	272	14	optional	optional	ADJ
easat-6335	272	15	—	—	PUNCT
easat-6335	272	16	it	it	PRON
easat-6335	272	17	will	will	AUX
easat-6335	272	18	be	be	AUX
easat-6335	272	19	fundamental	fundamental	ADJ
easat-6335	272	20	to	to	ADP
easat-6335	272	21	responsible	responsible	ADJ
easat-6335	272	22	statecraft	statecraft	NOUN
easat-6335	272	23	.	.	PUNCT
easat-6335	273	1	transparency	transparency	NOUN
easat-6335	273	2	:	:	PUNCT
easat-6335	273	3	the	the	DET
easat-6335	273	4	author	author	NOUN
easat-6335	273	5	confirms	confirm	VERB
easat-6335	273	6	that	that	SCONJ
easat-6335	273	7	the	the	DET
easat-6335	273	8	manuscript	manuscript	NOUN
easat-6335	273	9	is	be	AUX
easat-6335	273	10	an	an	DET
easat-6335	273	11	honest	honest	ADJ
easat-6335	273	12	,	,	PUNCT
easat-6335	273	13	accurate	accurate	ADJ
easat-6335	273	14	,	,	PUNCT
easat-6335	273	15	and	and	CCONJ
easat-6335	273	16	transparent	transparent	ADJ
easat-6335	273	17	account	account	NOUN
easat-6335	273	18	of	of	ADP
easat-6335	273	19	the	the	DET
easat-6335	273	20	study	study	NOUN
easat-6335	273	21	;	;	PUNCT
easat-6335	273	22	that	that	SCONJ
easat-6335	273	23	no	no	DET
easat-6335	273	24	vital	vital	ADJ
easat-6335	273	25	features	feature	NOUN
easat-6335	273	26	of	of	ADP
easat-6335	273	27	the	the	DET
easat-6335	273	28	study	study	NOUN
easat-6335	273	29	have	have	AUX
easat-6335	273	30	been	be	AUX
easat-6335	273	31	omitted	omit	VERB
easat-6335	273	32	;	;	PUNCT
easat-6335	273	33	and	and	CCONJ
easat-6335	273	34	that	that	SCONJ
easat-6335	273	35	any	any	DET
easat-6335	273	36	discrepancies	discrepancy	NOUN
easat-6335	273	37	from	from	ADP
easat-6335	273	38	the	the	DET
easat-6335	273	39	study	study	NOUN
easat-6335	273	40	as	as	SCONJ
easat-6335	273	41	planned	plan	VERB
easat-6335	273	42	have	have	AUX
easat-6335	273	43	been	be	AUX
easat-6335	273	44	explained	explain	VERB
easat-6335	273	45	.	.	PUNCT
easat-6335	274	1	this	this	DET
easat-6335	274	2	study	study	NOUN
easat-6335	274	3	followed	follow	VERB
easat-6335	274	4	all	all	DET
easat-6335	274	5	ethical	ethical	ADJ
easat-6335	274	6	practices	practice	NOUN
easat-6335	274	7	during	during	ADP
easat-6335	274	8	writing	writing	NOUN
easat-6335	274	9	.	.	PUNCT
easat-6335	275	1	copyright	copyright	NOUN
easat-6335	275	2	:	:	PUNCT
easat-6335	275	3	©	©	PROPN
easat-6335	275	4	2025	2025	NUM
easat-6335	275	5	by	by	ADP
easat-6335	275	6	the	the	DET
easat-6335	275	7	authors	author	NOUN
easat-6335	275	8	.	.	PUNCT
easat-6335	276	1	this	this	DET
easat-6335	276	2	open	open	ADJ
easat-6335	276	3	-	-	PUNCT
easat-6335	276	4	access	access	NOUN
easat-6335	276	5	article	article	NOUN
easat-6335	276	6	is	be	AUX
easat-6335	276	7	distributed	distribute	VERB
easat-6335	276	8	under	under	ADP
easat-6335	276	9	the	the	DET
easat-6335	276	10	terms	term	NOUN
easat-6335	276	11	and	and	CCONJ
easat-6335	276	12	conditions	condition	NOUN
easat-6335	276	13	of	of	ADP
easat-6335	276	14	the	the	DET
easat-6335	276	15	creative	creative	ADJ
easat-6335	276	16	commons	common	NOUN
easat-6335	276	17	attribution	attribution	NOUN
easat-6335	276	18	(	(	PUNCT
easat-6335	276	19	cc	cc	NOUN
easat-6335	276	20	by	by	ADP
easat-6335	276	21	)	)	PUNCT
easat-6335	276	22	license	license	NOUN
easat-6335	276	23	(	(	PUNCT
easat-6335	276	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6335	276	25	)	)	PUNCT
easat-6335	276	26	.	.	PUNCT
easat-6335	277	1	references	reference	NOUN
easat-6335	277	2	[	[	X
easat-6335	277	3	1	1	NUM
easat-6335	277	4	]	]	X
easat-6335	277	5	g.	g.	PROPN
easat-6335	277	6	caiza	caiza	PROPN
easat-6335	277	7	,	,	PUNCT
easat-6335	277	8	v.	v.	ADP
easat-6335	277	9	sanguña	sanguña	NOUN
easat-6335	277	10	,	,	PUNCT
easat-6335	277	11	n.	n.	NOUN
easat-6335	277	12	tusa	tusa	NOUN
easat-6335	277	13	,	,	PUNCT
easat-6335	277	14	v.	v.	ADP
easat-6335	277	15	masaquiza	masaquiza	ADJ
easat-6335	277	16	,	,	PUNCT
easat-6335	277	17	a.	a.	NOUN
easat-6335	277	18	ortiz	ortiz	PROPN
easat-6335	277	19	,	,	PUNCT
easat-6335	277	20	and	and	CCONJ
easat-6335	277	21	m.	m.	NOUN
easat-6335	277	22	v.	v.	ADP
easat-6335	277	23	garcia	garcia	PROPN
easat-6335	277	24	,	,	PUNCT
easat-6335	277	25	"	"	PUNCT
easat-6335	277	26	navigating	navigate	VERB
easat-6335	277	27	governmental	governmental	ADJ
easat-6335	277	28	choices	choice	NOUN
easat-6335	277	29	:	:	PUNCT
easat-6335	277	30	a	a	DET
easat-6335	277	31	comprehensive	comprehensive	ADJ
easat-6335	277	32	review	review	NOUN
easat-6335	277	33	of	of	ADP
easat-6335	277	34	artificial	artificial	ADJ
easat-6335	277	35	intelligence	intelligence	NOUN
easat-6335	277	36	’s	’s	PART
easat-6335	277	37	impact	impact	NOUN
easat-6335	277	38	on	on	ADP
easat-6335	277	39	decision	decision	NOUN
easat-6335	277	40	-	-	PUNCT
easat-6335	277	41	making	making	NOUN
easat-6335	277	42	,	,	PUNCT
easat-6335	277	43	"	"	PUNCT
easat-6335	277	44	in	in	ADP
easat-6335	277	45	informatics	informatic	NOUN
easat-6335	277	46	,	,	PUNCT
easat-6335	277	47	2024	2024	NUM
easat-6335	277	48	,	,	PUNCT
easat-6335	277	49	vol	vol	NOUN
easat-6335	277	50	.	.	PROPN
easat-6335	277	51	11	11	NUM
easat-6335	277	52	,	,	PUNCT
easat-6335	277	53	no	no	INTJ
easat-6335	277	54	.	.	NOUN
easat-6335	278	1	3	3	NUM
easat-6335	278	2	:	:	PUNCT
easat-6335	278	3	mdpi	mdpi	NOUN
easat-6335	278	4	,	,	PUNCT
easat-6335	278	5	p.	p.	NOUN
easat-6335	278	6	64	64	NUM
easat-6335	278	7	,	,	PUNCT
easat-6335	278	8	doi	doi	NOUN
easat-6335	278	9	:	:	PUNCT
easat-6335	278	10	https://doi.org/10.3390/informatics11030064	https://doi.org/10.3390/informatics11030064	PROPN
easat-6335	278	11	.	.	PUNCT
easat-6335	279	1	[	[	X
easat-6335	279	2	2	2	X
easat-6335	279	3	]	]	X
easat-6335	279	4	u.	u.	PROPN
easat-6335	279	5	fischer	fischer	PROPN
easat-6335	279	6	-	-	PUNCT
easat-6335	279	7	abaigar	abaigar	NOUN
easat-6335	279	8	,	,	PUNCT
easat-6335	279	9	c.	c.	PROPN
easat-6335	279	10	kern	kern	PROPN
easat-6335	279	11	,	,	PUNCT
easat-6335	279	12	n.	n.	PROPN
easat-6335	279	13	barda	barda	PROPN
easat-6335	279	14	,	,	PUNCT
easat-6335	279	15	and	and	CCONJ
easat-6335	279	16	f.	f.	PROPN
easat-6335	279	17	kreuter	kreuter	PROPN
easat-6335	279	18	,	,	PUNCT
easat-6335	279	19	"	"	PUNCT
easat-6335	279	20	bridging	bridge	VERB
easat-6335	279	21	the	the	DET
easat-6335	279	22	gap	gap	NOUN
easat-6335	279	23	:	:	PUNCT
easat-6335	279	24	towards	towards	ADP
easat-6335	279	25	an	an	DET
easat-6335	279	26	expanded	expand	VERB
easat-6335	279	27	toolkit	toolkit	NOUN
easat-6335	279	28	for	for	ADP
easat-6335	279	29	ai	ai	ADJ
easat-6335	279	30	-	-	PUNCT
easat-6335	279	31	driven	drive	VERB
easat-6335	279	32	decision	decision	NOUN
easat-6335	279	33	-	-	PUNCT
easat-6335	279	34	making	making	NOUN
easat-6335	279	35	in	in	ADP
easat-6335	279	36	the	the	DET
easat-6335	279	37	public	public	ADJ
easat-6335	279	38	sector	sector	NOUN
easat-6335	279	39	,	,	PUNCT
easat-6335	279	40	"	"	PUNCT
easat-6335	279	41	government	government	NOUN
easat-6335	279	42	information	information	NOUN
easat-6335	279	43	quarterly	quarterly	ADV
easat-6335	279	44	,	,	PUNCT
easat-6335	279	45	vol	vol	NOUN
easat-6335	279	46	.	.	PROPN
easat-6335	279	47	41	41	NUM
easat-6335	279	48	,	,	PUNCT
easat-6335	279	49	no	no	INTJ
easat-6335	279	50	.	.	NOUN
easat-6335	279	51	4	4	NUM
easat-6335	279	52	,	,	PUNCT
easat-6335	279	53	p.	p.	NOUN
easat-6335	279	54	101976	101976	NUM
easat-6335	279	55	,	,	PUNCT
easat-6335	279	56	2024	2024	NUM
easat-6335	279	57	.	.	PUNCT
easat-6335	280	1	https://doi.org/10.1016/j.giq.2024.101976	https://doi.org/10.1016/j.giq.2024.101976	PUNCT
easat-6335	281	1	[	[	X
easat-6335	281	2	3	3	X
easat-6335	281	3	]	]	X
easat-6335	281	4	b.	b.	PROPN
easat-6335	281	5	w.	w.	PROPN
easat-6335	281	6	wirtz	wirtz	PROPN
easat-6335	281	7	,	,	PUNCT
easat-6335	281	8	j.	j.	PROPN
easat-6335	281	9	c.	c.	PROPN
easat-6335	281	10	weyerer	weyerer	PROPN
easat-6335	281	11	,	,	PUNCT
easat-6335	281	12	and	and	CCONJ
easat-6335	281	13	c.	c.	PROPN
easat-6335	281	14	geyer	geyer	PROPN
easat-6335	281	15	,	,	PUNCT
easat-6335	281	16	"	"	PUNCT
easat-6335	281	17	artificial	artificial	ADJ
easat-6335	281	18	intelligence	intelligence	NOUN
easat-6335	281	19	and	and	CCONJ
easat-6335	281	20	the	the	DET
easat-6335	281	21	public	public	ADJ
easat-6335	281	22	sector	sector	NOUN
easat-6335	281	23	—	—	PUNCT
easat-6335	281	24	applications	application	NOUN
easat-6335	281	25	and	and	CCONJ
easat-6335	281	26	challenges	challenge	NOUN
easat-6335	281	27	,	,	PUNCT
easat-6335	281	28	"	"	PUNCT
easat-6335	281	29	international	international	ADJ
easat-6335	281	30	journal	journal	NOUN
easat-6335	281	31	of	of	ADP
easat-6335	281	32	public	public	ADJ
easat-6335	281	33	administration	administration	NOUN
easat-6335	281	34	,	,	PUNCT
easat-6335	281	35	vol	vol	NOUN
easat-6335	281	36	.	.	PROPN
easat-6335	281	37	42	42	NUM
easat-6335	281	38	,	,	PUNCT
easat-6335	281	39	no	no	INTJ
easat-6335	281	40	.	.	NOUN
easat-6335	281	41	7	7	NUM
easat-6335	281	42	,	,	PUNCT
easat-6335	281	43	pp	pp	ADJ
easat-6335	281	44	.	.	PUNCT
easat-6335	281	45	596	596	NUM
easat-6335	281	46	-	-	SYM
easat-6335	281	47	615	615	NUM
easat-6335	281	48	,	,	PUNCT
easat-6335	281	49	2019	2019	NUM
easat-6335	281	50	.	.	PUNCT
easat-6335	281	51	https://doi.org/10.1080/01900692.2018.1498103	https://doi.org/10.1080/01900692.2018.1498103	PROPN
easat-6335	282	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6335	282	2	https://doi.org/10.3390/informatics11030064	https://doi.org/10.3390/informatics11030064	PROPN
easat-6335	282	3	https://doi.org/10.1016/j.giq.2024.101976	https://doi.org/10.1016/j.giq.2024.101976	PROPN
easat-6335	282	4	https://doi.org/10.1080/01900692.2018.1498103	https://doi.org/10.1080/01900692.2018.1498103	PROPN
easat-6335	283	1	1579	1579	NUM
easat-6335	283	2	edelweiss	edelweiss	PROPN
easat-6335	283	3	applied	apply	VERB
easat-6335	283	4	science	science	NOUN
easat-6335	283	5	and	and	CCONJ
easat-6335	283	6	technology	technology	NOUN
easat-6335	283	7	issn	issn	PROPN
easat-6335	283	8	:	:	PUNCT
easat-6335	283	9	2576	2576	NUM
easat-6335	283	10	-	-	SYM
easat-6335	283	11	8484	8484	NUM
easat-6335	283	12	vol	vol	NOUN
easat-6335	283	13	.	.	PROPN
easat-6335	284	1	9	9	NUM
easat-6335	284	2	,	,	PUNCT
easat-6335	284	3	no	no	INTJ
easat-6335	284	4	.	.	NOUN
easat-6335	284	5	4	4	NUM
easat-6335	284	6	:	:	SYM
easat-6335	284	7	1569	1569	NUM
easat-6335	284	8	-	-	SYM
easat-6335	284	9	1580	1580	NUM
easat-6335	284	10	,	,	PUNCT
easat-6335	284	11	2025	2025	NUM
easat-6335	284	12	doi	doi	NOUN
easat-6335	284	13	:	:	PUNCT
easat-6335	284	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	284	15	©	©	PROPN
easat-6335	284	16	2025	2025	NUM
easat-6335	284	17	by	by	ADP
easat-6335	284	18	the	the	DET
easat-6335	284	19	author	author	NOUN
easat-6335	284	20	;	;	PUNCT
easat-6335	284	21	licensee	licensee	PROPN
easat-6335	284	22	learning	learning	NOUN
easat-6335	284	23	gate	gate	NOUN
easat-6335	285	1	[	[	X
easat-6335	285	2	4	4	NUM
easat-6335	285	3	]	]	X
easat-6335	285	4	s.	s.	PROPN
easat-6335	285	5	alon	alon	PROPN
easat-6335	285	6	-	-	PUNCT
easat-6335	285	7	barkat	barkat	PROPN
easat-6335	285	8	and	and	CCONJ
easat-6335	285	9	m.	m.	NOUN
easat-6335	285	10	busuioc	busuioc	NOUN
easat-6335	285	11	,	,	PUNCT
easat-6335	285	12	"	"	PUNCT
easat-6335	285	13	human	human	ADJ
easat-6335	285	14	–	–	PUNCT
easat-6335	285	15	ai	ai	VERB
easat-6335	285	16	interactions	interaction	NOUN
easat-6335	285	17	in	in	ADP
easat-6335	285	18	public	public	ADJ
easat-6335	285	19	sector	sector	NOUN
easat-6335	285	20	decision	decision	NOUN
easat-6335	285	21	making:“automation	making:“automation	NOUN
easat-6335	285	22	bias	bias	NOUN
easat-6335	285	23	”	"	PUNCT
easat-6335	285	24	and	and	CCONJ
easat-6335	285	25	“	"	PUNCT
easat-6335	285	26	selective	selective	ADJ
easat-6335	285	27	adherence	adherence	NOUN
easat-6335	285	28	”	"	PUNCT
easat-6335	285	29	to	to	ADP
easat-6335	285	30	algorithmic	algorithmic	ADJ
easat-6335	285	31	advice	advice	NOUN
easat-6335	285	32	,	,	PUNCT
easat-6335	285	33	"	"	PUNCT
easat-6335	285	34	journal	journal	NOUN
easat-6335	285	35	of	of	ADP
easat-6335	285	36	public	public	ADJ
easat-6335	285	37	administration	administration	NOUN
easat-6335	285	38	research	research	NOUN
easat-6335	285	39	and	and	CCONJ
easat-6335	285	40	theory	theory	NOUN
easat-6335	285	41	,	,	PUNCT
easat-6335	285	42	vol	vol	NOUN
easat-6335	285	43	.	.	PROPN
easat-6335	286	1	33	33	NUM
easat-6335	286	2	,	,	PUNCT
easat-6335	286	3	no	no	INTJ
easat-6335	286	4	.	.	NOUN
easat-6335	286	5	1	1	NUM
easat-6335	286	6	,	,	PUNCT
easat-6335	286	7	pp	pp	ADJ
easat-6335	286	8	.	.	PUNCT
easat-6335	287	1	153	153	NUM
easat-6335	287	2	-	-	SYM
easat-6335	287	3	169	169	NUM
easat-6335	287	4	,	,	PUNCT
easat-6335	287	5	2023	2023	NUM
easat-6335	287	6	.	.	PUNCT
easat-6335	288	1	https://doi.org/10.1093/jopart/muac007	https://doi.org/10.1093/jopart/muac007	X
easat-6335	289	1	[	[	X
easat-6335	289	2	5	5	NUM
easat-6335	289	3	]	]	PUNCT
easat-6335	289	4	h.	h.	PROPN
easat-6335	289	5	mehr	mehr	PROPN
easat-6335	289	6	,	,	PUNCT
easat-6335	289	7	h.	h.	PROPN
easat-6335	289	8	ash	ash	PROPN
easat-6335	289	9	,	,	PUNCT
easat-6335	289	10	and	and	CCONJ
easat-6335	289	11	d.	d.	PROPN
easat-6335	289	12	fellow	fellow	PROPN
easat-6335	289	13	,	,	PUNCT
easat-6335	289	14	"	"	PUNCT
easat-6335	289	15	artificial	artificial	ADJ
easat-6335	289	16	intelligence	intelligence	NOUN
easat-6335	289	17	for	for	ADP
easat-6335	289	18	citizen	citizen	NOUN
easat-6335	289	19	services	service	NOUN
easat-6335	289	20	and	and	CCONJ
easat-6335	289	21	government	government	NOUN
easat-6335	289	22	.	.	PUNCT
easat-6335	290	1	harvard	harvard	PROPN
easat-6335	290	2	kennedy	kennedy	PROPN
easat-6335	290	3	school	school	PROPN
easat-6335	290	4	ash	ash	NOUN
easat-6335	290	5	center	center	NOUN
easat-6335	290	6	for	for	ADP
easat-6335	290	7	democratic	democratic	ADJ
easat-6335	290	8	governance	governance	NOUN
easat-6335	290	9	and	and	CCONJ
easat-6335	290	10	innovation	innovation	NOUN
easat-6335	290	11	,	,	PUNCT
easat-6335	290	12	"	"	PUNCT
easat-6335	290	13	retrieved	retrieve	VERB
easat-6335	290	14	:	:	PUNCT
easat-6335	290	15	https://ash.harvard.edu/files/ash/files/artificial_intelligence_for_citizen_services.pdf	https://ash.harvard.edu/files/ash/files/artificial_intelligence_for_citizen_services.pdf	PROPN
easat-6335	290	16	,	,	PUNCT
easat-6335	290	17	2017	2017	NUM
easat-6335	290	18	.	.	PUNCT
easat-6335	291	1	[	[	X
easat-6335	291	2	6	6	NUM
easat-6335	291	3	]	]	PUNCT
easat-6335	291	4	m.	m.	NOUN
easat-6335	291	5	veale	veale	NOUN
easat-6335	291	6	,	,	PUNCT
easat-6335	291	7	m.	m.	NOUN
easat-6335	291	8	van	van	PROPN
easat-6335	291	9	kleek	kleek	PROPN
easat-6335	291	10	,	,	PUNCT
easat-6335	291	11	and	and	CCONJ
easat-6335	291	12	r.	r.	NOUN
easat-6335	291	13	binns	binns	PROPN
easat-6335	291	14	,	,	PUNCT
easat-6335	291	15	"	"	PUNCT
easat-6335	291	16	fairness	fairness	NOUN
easat-6335	291	17	and	and	CCONJ
easat-6335	291	18	accountability	accountability	NOUN
easat-6335	291	19	design	design	NOUN
easat-6335	291	20	needs	need	NOUN
easat-6335	291	21	for	for	ADP
easat-6335	291	22	algorithmic	algorithmic	ADJ
easat-6335	291	23	support	support	NOUN
easat-6335	291	24	in	in	ADP
easat-6335	291	25	highstakes	highstake	NOUN
easat-6335	291	26	public	public	ADJ
easat-6335	291	27	sector	sector	NOUN
easat-6335	291	28	decision	decision	NOUN
easat-6335	291	29	-	-	PUNCT
easat-6335	291	30	making	making	NOUN
easat-6335	291	31	,	,	PUNCT
easat-6335	291	32	"	"	PUNCT
easat-6335	291	33	in	in	ADP
easat-6335	291	34	proceedings	proceeding	NOUN
easat-6335	291	35	of	of	ADP
easat-6335	291	36	the	the	DET
easat-6335	291	37	2018	2018	NUM
easat-6335	291	38	chi	chi	PROPN
easat-6335	291	39	conference	conference	NOUN
easat-6335	291	40	on	on	ADP
easat-6335	291	41	human	human	ADJ
easat-6335	291	42	factors	factor	NOUN
easat-6335	291	43	in	in	ADP
easat-6335	291	44	computing	computing	NOUN
easat-6335	291	45	systems	system	NOUN
easat-6335	291	46	,	,	PUNCT
easat-6335	291	47	2018	2018	NUM
easat-6335	291	48	,	,	PUNCT
easat-6335	291	49	pp	pp	ADJ
easat-6335	291	50	.	.	PUNCT
easat-6335	292	1	1	1	NUM
easat-6335	292	2	-	-	SYM
easat-6335	292	3	14	14	NUM
easat-6335	292	4	.	.	PUNCT
easat-6335	293	1	[	[	X
easat-6335	293	2	7	7	X
easat-6335	293	3	]	]	X
easat-6335	293	4	v.	v.	PROPN
easat-6335	293	5	eubanks	eubank	NOUN
easat-6335	293	6	,	,	PUNCT
easat-6335	293	7	automating	automate	VERB
easat-6335	293	8	inequality	inequality	NOUN
easat-6335	293	9	:	:	PUNCT
easat-6335	293	10	how	how	SCONJ
easat-6335	293	11	high	high	ADJ
easat-6335	293	12	-	-	PUNCT
easat-6335	293	13	tech	tech	NOUN
easat-6335	293	14	tools	tool	NOUN
easat-6335	293	15	profile	profile	NOUN
easat-6335	293	16	,	,	PUNCT
easat-6335	293	17	police	police	NOUN
easat-6335	293	18	,	,	PUNCT
easat-6335	293	19	and	and	CCONJ
easat-6335	293	20	punish	punish	VERB
easat-6335	293	21	the	the	DET
easat-6335	293	22	poor	poor	ADJ
easat-6335	293	23	.	.	PUNCT
easat-6335	294	1	new	new	PROPN
easat-6335	294	2	york	york	PROPN
easat-6335	294	3	:	:	PUNCT
easat-6335	294	4	st	st	PROPN
easat-6335	294	5	.	.	PROPN
easat-6335	294	6	martin	martin	PROPN
easat-6335	294	7	's	's	PART
easat-6335	294	8	press	press	NOUN
easat-6335	294	9	,	,	PUNCT
easat-6335	294	10	2018	2018	NUM
easat-6335	294	11	.	.	PUNCT
easat-6335	295	1	[	[	X
easat-6335	295	2	8	8	NUM
easat-6335	295	3	]	]	PUNCT
easat-6335	295	4	p.	p.	PROPN
easat-6335	295	5	andrews	andrews	PROPN
easat-6335	295	6	et	et	PROPN
easat-6335	295	7	al	al	PROPN
easat-6335	295	8	.	.	PROPN
easat-6335	295	9	,	,	PUNCT
easat-6335	295	10	"	"	PUNCT
easat-6335	295	11	a	a	DET
easat-6335	295	12	trust	trust	NOUN
easat-6335	295	13	framework	framework	NOUN
easat-6335	295	14	for	for	ADP
easat-6335	295	15	government	government	NOUN
easat-6335	295	16	use	use	NOUN
easat-6335	295	17	of	of	ADP
easat-6335	295	18	artificial	artificial	ADJ
easat-6335	295	19	intelligence	intelligence	NOUN
easat-6335	295	20	and	and	CCONJ
easat-6335	295	21	automated	automate	VERB
easat-6335	295	22	decision	decision	NOUN
easat-6335	295	23	making	making	NOUN
easat-6335	295	24	,	,	PUNCT
easat-6335	295	25	"	"	PUNCT
easat-6335	295	26	arxiv	arxiv	PROPN
easat-6335	295	27	preprint	preprint	NOUN
easat-6335	295	28	arxiv:2208.10087	arxiv:2208.10087	NUM
easat-6335	295	29	,	,	PUNCT
easat-6335	295	30	2022	2022	NUM
easat-6335	295	31	.	.	PUNCT
easat-6335	296	1	https://arxiv.org/abs/2208.10087	https://arxiv.org/abs/2208.10087	X
easat-6335	297	1	[	[	X
easat-6335	297	2	9	9	NUM
easat-6335	297	3	]	]	PUNCT
easat-6335	297	4	the	the	DET
easat-6335	297	5	guardian	guardian	NOUN
easat-6335	297	6	,	,	PUNCT
easat-6335	297	7	"	"	PUNCT
easat-6335	297	8	government	government	NOUN
easat-6335	297	9	ai	ai	VERB
easat-6335	297	10	roll	roll	NOUN
easat-6335	297	11	-	-	PUNCT
easat-6335	297	12	outs	out	NOUN
easat-6335	297	13	threatened	threaten	VERB
easat-6335	297	14	by	by	ADP
easat-6335	297	15	outdated	outdated	ADJ
easat-6335	297	16	it	it	PRON
easat-6335	297	17	systems	system	NOUN
easat-6335	297	18	,	,	PUNCT
easat-6335	297	19	"	"	PUNCT
easat-6335	297	20	retrieved	retrieve	VERB
easat-6335	297	21	:	:	PUNCT
easat-6335	297	22	https://www.theguardian.com/technology/2025/mar/26/government-ai-roll-outs-threatened-by-outdated-itsystems	https://www.theguardian.com/technology/2025/mar/26/government-ai-roll-outs-threatened-by-outdated-itsystem	NOUN
easat-6335	297	23	,	,	PUNCT
easat-6335	297	24	2025	2025	NUM
easat-6335	297	25	.	.	PUNCT
easat-6335	298	1	[	[	X
easat-6335	298	2	10	10	NUM
easat-6335	298	3	]	]	X
easat-6335	298	4	financial	financial	ADJ
easat-6335	298	5	times	time	NOUN
easat-6335	298	6	,	,	PUNCT
easat-6335	298	7	"	"	PUNCT
easat-6335	298	8	uk	uk	PROPN
easat-6335	298	9	will	will	AUX
easat-6335	298	10	struggle	struggle	VERB
easat-6335	298	11	to	to	PART
easat-6335	298	12	boost	boost	VERB
easat-6335	298	13	public	public	ADJ
easat-6335	298	14	sector	sector	NOUN
easat-6335	298	15	with	with	ADP
easat-6335	298	16	ai	ai	PROPN
easat-6335	298	17	drive	drive	NOUN
easat-6335	298	18	,	,	PUNCT
easat-6335	298	19	mps	mps	PROPN
easat-6335	298	20	warn	warn	VERB
easat-6335	298	21	.	.	PUNCT
easat-6335	299	1	financial	financial	ADJ
easat-6335	299	2	times	time	NOUN
easat-6335	299	3	,	,	PUNCT
easat-6335	299	4	"	"	PUNCT
easat-6335	299	5	retrieved	retrieve	VERB
easat-6335	299	6	:	:	PUNCT
easat-6335	299	7	https://www.ft.com/content/95e5d3e2-9d21-43ff-b4b0-e126da5483a2	https://www.ft.com/content/95e5d3e2-9d21-43ff-b4b0-e126da5483a2	NOUN
easat-6335	299	8	,	,	PUNCT
easat-6335	299	9	2025	2025	NUM
easat-6335	299	10	.	.	PUNCT
easat-6335	300	1	[	[	X
easat-6335	300	2	11	11	NUM
easat-6335	300	3	]	]	PUNCT
easat-6335	300	4	oxford	oxford	PROPN
easat-6335	300	5	insights	insight	NOUN
easat-6335	300	6	,	,	PUNCT
easat-6335	300	7	"	"	PUNCT
easat-6335	300	8	government	government	NOUN
easat-6335	300	9	ai	ai	VERB
easat-6335	300	10	readiness	readiness	NOUN
easat-6335	300	11	index	index	NOUN
easat-6335	300	12	2024	2024	NUM
easat-6335	300	13	,	,	PUNCT
easat-6335	300	14	"	"	PUNCT
easat-6335	300	15	retrieved	retrieve	VERB
easat-6335	300	16	:	:	PUNCT
easat-6335	300	17	https://oxfordinsights.com/ai-readiness/aireadiness-index/	https://oxfordinsights.com/ai-readiness/aireadiness-index/	PROPN
easat-6335	300	18	,	,	PUNCT
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easat-6335	301	1	[	[	X
easat-6335	301	2	12	12	NUM
easat-6335	301	3	]	]	X
easat-6335	301	4	united	united	PROPN
easat-6335	301	5	nations	nations	PROPN
easat-6335	301	6	development	development	PROPN
easat-6335	301	7	programme	programme	PROPN
easat-6335	301	8	(	(	PUNCT
easat-6335	301	9	undp	undp	PROPN
easat-6335	301	10	)	)	PUNCT
easat-6335	301	11	,	,	PUNCT
easat-6335	301	12	"	"	PUNCT
easat-6335	301	13	artificial	artificial	ADJ
easat-6335	301	14	intelligence	intelligence	NOUN
easat-6335	301	15	readiness	readiness	NOUN
easat-6335	301	16	assessment	assessment	NOUN
easat-6335	301	17	(	(	PUNCT
easat-6335	301	18	aira	aira	PROPN
easat-6335	301	19	)	)	PUNCT
easat-6335	301	20	,	,	PUNCT
easat-6335	301	21	"	"	PUNCT
easat-6335	301	22	retrieved	retrieve	VERB
easat-6335	301	23	:	:	PUNCT
easat-6335	301	24	https://www.undp.org/sites/g/files/zskgke326/files/2025-01/ai_readiness_assessment_bhutan.pdf	https://www.undp.org/sites/g/files/zskgke326/files/2025-01/ai_readiness_assessment_bhutan.pdf	NOUN
easat-6335	301	25	,	,	PUNCT
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easat-6335	301	27	.	.	PUNCT
easat-6335	302	1	[	[	X
easat-6335	302	2	13	13	NUM
easat-6335	302	3	]	]	PUNCT
easat-6335	302	4	a.	a.	NOUN
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easat-6335	302	7	t.	t.	PROPN
easat-6335	302	8	a.	a.	NOUN
easat-6335	302	9	undheim	undheim	PROPN
easat-6335	302	10	,	,	PUNCT
easat-6335	302	11	"	"	PUNCT
easat-6335	302	12	generative	generative	NOUN
easat-6335	302	13	ai	ai	VERB
easat-6335	302	14	needs	need	NOUN
easat-6335	302	15	adaptive	adaptive	ADJ
easat-6335	302	16	governance	governance	NOUN
easat-6335	302	17	,	,	PUNCT
easat-6335	302	18	"	"	PUNCT
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easat-6335	302	21	arxiv:2406.04554	arxiv:2406.04554	NUM
easat-6335	302	22	,	,	PUNCT
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easat-6335	302	24	.	.	PUNCT
easat-6335	303	1	https://arxiv.org/abs/2406.04554	https://arxiv.org/abs/2406.04554	PROPN
easat-6335	304	1	[	[	X
easat-6335	304	2	14	14	NUM
easat-6335	304	3	]	]	X
easat-6335	304	4	european	european	PROPN
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easat-6335	304	8	ai	ai	VERB
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easat-6335	304	10	:	:	PUNCT
easat-6335	304	11	road	road	NOUN
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easat-6335	304	14	adoption	adoption	NOUN
easat-6335	304	15	of	of	ADP
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easat-6335	304	18	by	by	ADP
easat-6335	304	19	the	the	DET
easat-6335	304	20	public	public	ADJ
easat-6335	304	21	sector	sector	NOUN
easat-6335	304	22	.	.	PUNCT
easat-6335	305	1	joint	joint	ADJ
easat-6335	305	2	research	research	NOUN
easat-6335	305	3	centre	centre	NOUN
easat-6335	305	4	,	,	PUNCT
easat-6335	305	5	"	"	PUNCT
easat-6335	305	6	retrieved	retrieve	VERB
easat-6335	305	7	:	:	PUNCT
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easat-6335	305	9	,	,	PUNCT
easat-6335	305	10	2021	2021	NUM
easat-6335	305	11	.	.	PUNCT
easat-6335	306	1	[	[	X
easat-6335	306	2	15	15	NUM
easat-6335	306	3	]	]	X
easat-6335	306	4	y.	y.	PROPN
easat-6335	306	5	chen	chen	PROPN
easat-6335	306	6	and	and	CCONJ
easat-6335	306	7	j.	j.	PROPN
easat-6335	306	8	zhu	zhu	PROPN
easat-6335	306	9	,	,	PUNCT
easat-6335	306	10	"	"	PUNCT
easat-6335	306	11	adaptive	adaptive	ADJ
easat-6335	306	12	governance	governance	NOUN
easat-6335	306	13	:	:	PUNCT
easat-6335	306	14	thriving	thrive	VERB
easat-6335	306	15	in	in	ADP
easat-6335	306	16	a	a	DET
easat-6335	306	17	dynamic	dynamic	ADJ
easat-6335	306	18	public	public	ADJ
easat-6335	306	19	sector	sector	NOUN
easat-6335	306	20	landscape	landscape	NOUN
easat-6335	306	21	,	,	PUNCT
easat-6335	306	22	"	"	PUNCT
easat-6335	306	23	international	international	ADJ
easat-6335	306	24	research	research	NOUN
easat-6335	306	25	journal	journal	NOUN
easat-6335	306	26	of	of	ADP
easat-6335	306	27	public	public	ADJ
easat-6335	306	28	and	and	CCONJ
easat-6335	306	29	environmental	environmental	ADJ
easat-6335	306	30	health	health	NOUN
easat-6335	306	31	,	,	PUNCT
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easat-6335	306	33	.	.	PROPN
easat-6335	307	1	9	9	NUM
easat-6335	307	2	,	,	PUNCT
easat-6335	307	3	no	no	INTJ
easat-6335	307	4	.	.	NOUN
easat-6335	307	5	2	2	NUM
easat-6335	307	6	,	,	PUNCT
easat-6335	307	7	pp	pp	ADJ
easat-6335	307	8	.	.	PUNCT
easat-6335	308	1	45–52	45–52	NUM
easat-6335	308	2	,	,	PUNCT
easat-6335	308	3	2022	2022	NUM
easat-6335	308	4	.	.	PUNCT
easat-6335	309	1	https://doi.org/10.14303/irjpeh.2022.035	https://doi.org/10.14303/irjpeh.2022.035	PROPN
easat-6335	309	2	[	[	X
easat-6335	309	3	16	16	NUM
easat-6335	309	4	]	]	PUNCT
easat-6335	309	5	m.	m.	NOUN
easat-6335	309	6	janssen	janssen	PROPN
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easat-6335	309	8	h.	h.	PROPN
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easat-6335	309	12	,	,	PUNCT
easat-6335	309	13	"	"	PUNCT
easat-6335	309	14	adaptive	adaptive	ADJ
easat-6335	309	15	governance	governance	NOUN
easat-6335	309	16	:	:	PUNCT
easat-6335	309	17	towards	towards	ADP
easat-6335	309	18	a	a	DET
easat-6335	309	19	stable	stable	ADJ
easat-6335	309	20	,	,	PUNCT
easat-6335	309	21	accountable	accountable	ADJ
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easat-6335	309	25	,	,	PUNCT
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easat-6335	309	28	.	.	PROPN
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easat-6335	309	30	,	,	PUNCT
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easat-6335	309	36	,	,	PUNCT
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easat-6335	310	1	1	1	NUM
easat-6335	310	2	-	-	SYM
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easat-6335	311	1	[	[	X
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easat-6335	311	3	]	]	X
easat-6335	311	4	b.	b.	PROPN
easat-6335	311	5	cosens	cosens	PROPN
easat-6335	311	6	,	,	PUNCT
easat-6335	311	7	l.	l.	PROPN
easat-6335	311	8	gunderson	gunderson	PROPN
easat-6335	311	9	,	,	PUNCT
easat-6335	311	10	and	and	CCONJ
easat-6335	311	11	b.	b.	PROPN
easat-6335	311	12	chaffin	chaffin	PROPN
easat-6335	311	13	,	,	PUNCT
easat-6335	311	14	"	"	PUNCT
easat-6335	311	15	the	the	DET
easat-6335	311	16	adaptive	adaptive	ADJ
easat-6335	311	17	water	water	NOUN
easat-6335	311	18	governance	governance	NOUN
easat-6335	311	19	project	project	NOUN
easat-6335	311	20	:	:	PUNCT
easat-6335	311	21	assessing	assess	VERB
easat-6335	311	22	law	law	NOUN
easat-6335	311	23	,	,	PUNCT
easat-6335	311	24	resiliance	resiliance	NOUN
easat-6335	311	25	and	and	CCONJ
easat-6335	311	26	governance	governance	NOUN
easat-6335	311	27	in	in	ADP
easat-6335	311	28	regional	regional	ADJ
easat-6335	311	29	socio	socio	NOUN
easat-6335	311	30	-	-	PUNCT
easat-6335	311	31	ecological	ecological	ADJ
easat-6335	311	32	water	water	NOUN
easat-6335	311	33	systems	system	NOUN
easat-6335	311	34	facing	face	VERB
easat-6335	311	35	a	a	DET
easat-6335	311	36	changing	change	VERB
easat-6335	311	37	climate	climate	NOUN
easat-6335	311	38	,	,	PUNCT
easat-6335	311	39	"	"	PUNCT
easat-6335	311	40	idaho	idaho	PROPN
easat-6335	311	41	law	law	PROPN
easat-6335	311	42	review	review	PROPN
easat-6335	311	43	,	,	PUNCT
easat-6335	311	44	vol	vol	NOUN
easat-6335	311	45	.	.	PROPN
easat-6335	312	1	53	53	NUM
easat-6335	312	2	,	,	PUNCT
easat-6335	312	3	no	no	INTJ
easat-6335	312	4	.	.	NOUN
easat-6335	312	5	1	1	NUM
easat-6335	312	6	,	,	PUNCT
easat-6335	312	7	pp	pp	ADJ
easat-6335	312	8	.	.	PUNCT
easat-6335	313	1	1–27	1–27	NUM
easat-6335	313	2	,	,	PUNCT
easat-6335	313	3	2014	2014	NUM
easat-6335	313	4	.	.	PUNCT
easat-6335	314	1	[	[	X
easat-6335	314	2	18	18	NUM
easat-6335	314	3	]	]	X
easat-6335	314	4	j.	j.	PROPN
easat-6335	314	5	jöhnk	jöhnk	PROPN
easat-6335	314	6	,	,	PUNCT
easat-6335	314	7	m.	m.	NOUN
easat-6335	314	8	weißert	weißert	PROPN
easat-6335	314	9	,	,	PUNCT
easat-6335	314	10	and	and	CCONJ
easat-6335	314	11	k.	k.	PROPN
easat-6335	314	12	wyrtki	wyrtki	PROPN
easat-6335	314	13	,	,	PUNCT
easat-6335	314	14	"	"	PUNCT
easat-6335	314	15	ready	ready	ADJ
easat-6335	314	16	or	or	CCONJ
easat-6335	314	17	not	not	PART
easat-6335	314	18	,	,	PUNCT
easat-6335	314	19	ai	ai	VERB
easat-6335	314	20	comes	come	NOUN
easat-6335	314	21	—	—	PUNCT
easat-6335	314	22	an	an	DET
easat-6335	314	23	interview	interview	NOUN
easat-6335	314	24	study	study	NOUN
easat-6335	314	25	of	of	ADP
easat-6335	314	26	organizational	organizational	ADJ
easat-6335	314	27	ai	ai	ADJ
easat-6335	314	28	readiness	readiness	NOUN
easat-6335	314	29	factors	factor	NOUN
easat-6335	314	30	,	,	PUNCT
easat-6335	314	31	"	"	PUNCT
easat-6335	314	32	business	business	NOUN
easat-6335	314	33	&	&	CCONJ
easat-6335	314	34	information	information	NOUN
easat-6335	314	35	systems	system	NOUN
easat-6335	314	36	engineering	engineering	NOUN
easat-6335	314	37	,	,	PUNCT
easat-6335	314	38	vol	vol	NOUN
easat-6335	314	39	.	.	PROPN
easat-6335	314	40	63	63	NUM
easat-6335	314	41	,	,	PUNCT
easat-6335	314	42	no	no	INTJ
easat-6335	314	43	.	.	NOUN
easat-6335	314	44	1	1	NUM
easat-6335	314	45	,	,	PUNCT
easat-6335	314	46	pp	pp	ADJ
easat-6335	314	47	.	.	PUNCT
easat-6335	315	1	5	5	NUM
easat-6335	315	2	-	-	SYM
easat-6335	315	3	20	20	NUM
easat-6335	315	4	,	,	PUNCT
easat-6335	315	5	2021	2021	NUM
easat-6335	315	6	.	.	PUNCT
easat-6335	316	1	https://doi.org/10.1007/s12599020-00676-7	https://doi.org/10.1007/s12599020-00676-7	NOUN
easat-6335	316	2	[	[	X
easat-6335	316	3	19	19	NUM
easat-6335	316	4	]	]	X
easat-6335	316	5	l.	l.	PROPN
easat-6335	316	6	guedes	guedes	PROPN
easat-6335	316	7	and	and	CCONJ
easat-6335	316	8	m.	m.	NOUN
easat-6335	316	9	o.	o.	PROPN
easat-6335	316	10	júnior	júnior	PROPN
easat-6335	316	11	,	,	PUNCT
easat-6335	316	12	"	"	PUNCT
easat-6335	316	13	artificial	artificial	ADJ
easat-6335	316	14	intelligence	intelligence	NOUN
easat-6335	316	15	adoption	adoption	NOUN
easat-6335	316	16	in	in	ADP
easat-6335	316	17	public	public	ADJ
easat-6335	316	18	organizations	organization	NOUN
easat-6335	316	19	:	:	PUNCT
easat-6335	316	20	a	a	DET
easat-6335	316	21	case	case	NOUN
easat-6335	316	22	study	study	NOUN
easat-6335	316	23	,	,	PUNCT
easat-6335	316	24	"	"	PUNCT
easat-6335	316	25	future	future	ADJ
easat-6335	316	26	studies	study	NOUN
easat-6335	316	27	research	research	NOUN
easat-6335	316	28	journal	journal	NOUN
easat-6335	316	29	:	:	PUNCT
easat-6335	316	30	trends	trend	NOUN
easat-6335	316	31	and	and	CCONJ
easat-6335	316	32	strategies	strategy	NOUN
easat-6335	316	33	,	,	PUNCT
easat-6335	316	34	vol	vol	NOUN
easat-6335	316	35	.	.	PROPN
easat-6335	317	1	16	16	NUM
easat-6335	317	2	,	,	PUNCT
easat-6335	317	3	no	no	INTJ
easat-6335	317	4	.	.	NOUN
easat-6335	317	5	1	1	NUM
easat-6335	317	6	,	,	PUNCT
easat-6335	317	7	pp	pp	ADJ
easat-6335	317	8	.	.	PUNCT
easat-6335	318	1	e860	e860	PROPN
easat-6335	318	2	-	-	PUNCT
easat-6335	318	3	e860	e860	PROPN
easat-6335	318	4	,	,	PUNCT
easat-6335	318	5	2024	2024	NUM
easat-6335	318	6	.	.	PUNCT
easat-6335	319	1	https://doi.org/10.24023/futurejournal/2175-5825/2024.v16i1.860	https://doi.org/10.24023/futurejournal/2175-5825/2024.v16i1.860	X
easat-6335	320	1	[	[	X
easat-6335	320	2	20	20	NUM
easat-6335	320	3	]	]	X
easat-6335	320	4	d.	d.	PROPN
easat-6335	320	5	coetzee	coetzee	PROPN
easat-6335	320	6	,	,	PUNCT
easat-6335	320	7	"	"	PUNCT
easat-6335	320	8	the	the	DET
easat-6335	320	9	artificial	artificial	ADJ
easat-6335	320	10	intelligence	intelligence	NOUN
easat-6335	320	11	readiness	readiness	NOUN
easat-6335	320	12	prism	prism	NOUN
easat-6335	320	13	:	:	PUNCT
easat-6335	320	14	a	a	DET
easat-6335	320	15	multi	multi	ADJ
easat-6335	320	16	-	-	ADJ
easat-6335	320	17	dimensional	dimensional	ADJ
easat-6335	320	18	framework	framework	NOUN
easat-6335	320	19	for	for	ADP
easat-6335	320	20	assessing	assess	VERB
easat-6335	320	21	ai	ai	INTJ
easat-6335	320	22	integration	integration	NOUN
easat-6335	320	23	,	,	PUNCT
easat-6335	320	24	ethics	ethic	NOUN
easat-6335	320	25	,	,	PUNCT
easat-6335	320	26	and	and	CCONJ
easat-6335	320	27	cultural	cultural	ADJ
easat-6335	320	28	alignment	alignment	NOUN
easat-6335	320	29	.	.	PUNCT
easat-6335	321	1	researchgate	researchgate	NOUN
easat-6335	321	2	,	,	PUNCT
easat-6335	321	3	"	"	PUNCT
easat-6335	321	4	retrieved	retrieve	VERB
easat-6335	321	5	:	:	PUNCT
easat-6335	321	6	https://www.researchgate.net/publication/390271655_the_artificial_intelligence_readiness_prism	https://www.researchgate.net/publication/390271655_the_artificial_intelligence_readiness_prism	NUM
easat-6335	321	7	,	,	PUNCT
easat-6335	321	8	2025	2025	NUM
easat-6335	321	9	.	.	PUNCT
easat-6335	322	1	[	[	X
easat-6335	322	2	21	21	NUM
easat-6335	322	3	]	]	X
easat-6335	322	4	l.	l.	PROPN
easat-6335	322	5	ter	ter	PROPN
easat-6335	322	6	-	-	PUNCT
easat-6335	322	7	minassian	minassian	NOUN
easat-6335	322	8	,	,	PUNCT
easat-6335	322	9	"	"	PUNCT
easat-6335	322	10	democratizing	democratize	VERB
easat-6335	322	11	ai	ai	NOUN
easat-6335	322	12	governance	governance	NOUN
easat-6335	322	13	:	:	PUNCT
easat-6335	322	14	balancing	balance	VERB
easat-6335	322	15	expertise	expertise	NOUN
easat-6335	322	16	and	and	CCONJ
easat-6335	322	17	public	public	ADJ
easat-6335	322	18	participation	participation	NOUN
easat-6335	322	19	,	,	PUNCT
easat-6335	322	20	"	"	PUNCT
easat-6335	322	21	arxiv	arxiv	PROPN
easat-6335	322	22	preprint	preprint	VERB
easat-6335	322	23	arxiv:2502.08651	arxiv:2502.08651	ADV
easat-6335	322	24	,	,	PUNCT
easat-6335	322	25	2025	2025	NUM
easat-6335	322	26	.	.	PUNCT
easat-6335	323	1	https://arxiv.org/abs/2502.08651	https://arxiv.org/abs/2502.08651	NOUN
easat-6335	324	1	[	[	X
easat-6335	324	2	22	22	NUM
easat-6335	324	3	]	]	PUNCT
easat-6335	324	4	a.	a.	NOUN
easat-6335	324	5	kawakami	kawakami	PROPN
easat-6335	324	6	,	,	PUNCT
easat-6335	324	7	a.	a.	NOUN
easat-6335	324	8	coston	coston	PROPN
easat-6335	324	9	,	,	PUNCT
easat-6335	324	10	h.	h.	PROPN
easat-6335	324	11	zhu	zhu	PROPN
easat-6335	324	12	,	,	PUNCT
easat-6335	324	13	h.	h.	PROPN
easat-6335	324	14	heidari	heidari	PROPN
easat-6335	324	15	,	,	PUNCT
easat-6335	324	16	and	and	CCONJ
easat-6335	324	17	k.	k.	PROPN
easat-6335	324	18	holstein	holstein	PROPN
easat-6335	324	19	,	,	PUNCT
easat-6335	324	20	"	"	PUNCT
easat-6335	324	21	the	the	DET
easat-6335	324	22	situate	situate	NOUN
easat-6335	324	23	ai	ai	VERB
easat-6335	324	24	guidebook	guidebook	ADJ
easat-6335	324	25	:	:	PUNCT
easat-6335	324	26	co	co	ADJ
easat-6335	324	27	-	-	VERB
easat-6335	324	28	designing	design	VERB
easat-6335	324	29	a	a	DET
easat-6335	324	30	toolkit	toolkit	NOUN
easat-6335	324	31	to	to	PART
easat-6335	324	32	support	support	VERB
easat-6335	324	33	multi	multi	ADJ
easat-6335	324	34	-	-	NOUN
easat-6335	324	35	stakeholder	stakeholder	ADJ
easat-6335	324	36	,	,	PUNCT
easat-6335	324	37	early	early	ADJ
easat-6335	324	38	-	-	PUNCT
easat-6335	324	39	stage	stage	NOUN
easat-6335	324	40	deliberations	deliberation	NOUN
easat-6335	324	41	around	around	ADP
easat-6335	324	42	public	public	ADJ
easat-6335	324	43	sector	sector	NOUN
easat-6335	324	44	ai	ai	VERB
easat-6335	324	45	proposals	proposal	NOUN
easat-6335	324	46	,	,	PUNCT
easat-6335	324	47	"	"	PUNCT
easat-6335	324	48	in	in	ADP
easat-6335	324	49	proceedings	proceeding	NOUN
easat-6335	324	50	of	of	ADP
easat-6335	324	51	the	the	DET
easat-6335	324	52	2024	2024	NUM
easat-6335	324	53	chi	chi	PROPN
easat-6335	324	54	conference	conference	NOUN
easat-6335	324	55	on	on	ADP
easat-6335	324	56	human	human	ADJ
easat-6335	324	57	factors	factor	NOUN
easat-6335	324	58	in	in	ADP
easat-6335	324	59	computing	computing	NOUN
easat-6335	324	60	systems	system	NOUN
easat-6335	324	61	,	,	PUNCT
easat-6335	324	62	2024	2024	NUM
easat-6335	324	63	,	,	PUNCT
easat-6335	324	64	pp	pp	ADJ
easat-6335	324	65	.	.	PUNCT
easat-6335	325	1	1	1	NUM
easat-6335	325	2	-	-	SYM
easat-6335	325	3	22	22	NUM
easat-6335	325	4	.	.	PUNCT
easat-6335	326	1	[	[	X
easat-6335	326	2	23	23	NUM
easat-6335	326	3	]	]	PUNCT
easat-6335	326	4	m.	m.	NOUN
easat-6335	326	5	janssen	janssen	PROPN
easat-6335	326	6	,	,	PUNCT
easat-6335	326	7	h.	h.	PROPN
easat-6335	326	8	van	van	PROPN
easat-6335	326	9	der	der	PROPN
easat-6335	326	10	voort	voort	PROPN
easat-6335	326	11	,	,	PUNCT
easat-6335	326	12	and	and	CCONJ
easat-6335	326	13	a.	a.	NOUN
easat-6335	326	14	wahyudi	wahyudi	NOUN
easat-6335	326	15	,	,	PUNCT
easat-6335	326	16	"	"	PUNCT
easat-6335	326	17	data	data	NOUN
easat-6335	326	18	governance	governance	NOUN
easat-6335	326	19	and	and	CCONJ
easat-6335	326	20	the	the	DET
easat-6335	326	21	scalability	scalability	NOUN
easat-6335	326	22	of	of	ADP
easat-6335	326	23	ai	ai	PROPN
easat-6335	326	24	applications	application	NOUN
easat-6335	326	25	in	in	ADP
easat-6335	326	26	governments	government	NOUN
easat-6335	326	27	,	,	PUNCT
easat-6335	326	28	"	"	PUNCT
easat-6335	326	29	government	government	NOUN
easat-6335	326	30	information	information	NOUN
easat-6335	326	31	quarterly	quarterly	ADV
easat-6335	326	32	,	,	PUNCT
easat-6335	326	33	vol	vol	NOUN
easat-6335	326	34	.	.	PROPN
easat-6335	326	35	37	37	NUM
easat-6335	326	36	,	,	PUNCT
easat-6335	326	37	no	no	INTJ
easat-6335	326	38	.	.	NOUN
easat-6335	326	39	3	3	NUM
easat-6335	326	40	,	,	PUNCT
easat-6335	326	41	pp	pp	ADJ
easat-6335	326	42	.	.	PUNCT
easat-6335	327	1	1	1	NUM
easat-6335	327	2	-	-	SYM
easat-6335	327	3	1	1	NUM
easat-6335	327	4	,	,	PUNCT
easat-6335	327	5	2020	2020	NUM
easat-6335	327	6	.	.	PUNCT
easat-6335	328	1	https://doi.org/10.1016/j.giq.2020.101408	https://doi.org/10.1016/j.giq.2020.101408	PUNCT
easat-6335	329	1	[	[	X
easat-6335	329	2	24	24	NUM
easat-6335	329	3	]	]	X
easat-6335	329	4	e.	e.	PROPN
easat-6335	329	5	estevez	estevez	PROPN
easat-6335	329	6	and	and	CCONJ
easat-6335	329	7	t.	t.	PROPN
easat-6335	329	8	janowski	janowski	PROPN
easat-6335	329	9	,	,	PUNCT
easat-6335	329	10	"	"	PUNCT
easat-6335	329	11	electronic	electronic	ADJ
easat-6335	329	12	governance	governance	NOUN
easat-6335	329	13	for	for	ADP
easat-6335	329	14	sustainable	sustainable	ADJ
easat-6335	329	15	development	development	NOUN
easat-6335	329	16	—	—	PUNCT
easat-6335	329	17	concepts	concept	NOUN
easat-6335	329	18	and	and	CCONJ
easat-6335	329	19	initiatives	initiative	NOUN
easat-6335	329	20	,	,	PUNCT
easat-6335	329	21	"	"	PUNCT
easat-6335	329	22	government	government	NOUN
easat-6335	329	23	information	information	NOUN
easat-6335	329	24	quarterly	quarterly	ADV
easat-6335	329	25	,	,	PUNCT
easat-6335	329	26	vol	vol	NOUN
easat-6335	329	27	.	.	PROPN
easat-6335	329	28	30	30	NUM
easat-6335	329	29	,	,	PUNCT
easat-6335	329	30	pp	pp	PROPN
easat-6335	329	31	.	.	PUNCT
easat-6335	329	32	s94	s94	PROPN
easat-6335	329	33	-	-	PUNCT
easat-6335	329	34	s109	s109	PROPN
easat-6335	329	35	,	,	PUNCT
easat-6335	329	36	2013	2013	NUM
easat-6335	329	37	.	.	PUNCT
easat-6335	330	1	https://doi.org/10.1016/j.giq.2012.11.001	https://doi.org/10.1016/j.giq.2012.11.001	NOUN
easat-6335	331	1	[	[	X
easat-6335	331	2	25	25	NUM
easat-6335	331	3	]	]	PUNCT
easat-6335	331	4	b.	b.	PROPN
easat-6335	331	5	w.	w.	PROPN
easat-6335	331	6	wirtz	wirtz	PROPN
easat-6335	331	7	and	and	CCONJ
easat-6335	331	8	w.	w.	PROPN
easat-6335	331	9	m.	m.	PROPN
easat-6335	331	10	müller	müller	PROPN
easat-6335	331	11	,	,	PUNCT
easat-6335	331	12	"	"	PUNCT
easat-6335	331	13	public	public	ADJ
easat-6335	331	14	sector	sector	NOUN
easat-6335	331	15	digital	digital	ADJ
easat-6335	331	16	transformation	transformation	NOUN
easat-6335	331	17	and	and	CCONJ
easat-6335	331	18	data	datum	NOUN
easat-6335	331	19	governance	governance	NOUN
easat-6335	331	20	:	:	PUNCT
easat-6335	331	21	a	a	DET
easat-6335	331	22	systematic	systematic	ADJ
easat-6335	331	23	literature	literature	NOUN
easat-6335	331	24	review	review	NOUN
easat-6335	331	25	,	,	PUNCT
easat-6335	331	26	"	"	PUNCT
easat-6335	331	27	international	international	ADJ
easat-6335	331	28	journal	journal	NOUN
easat-6335	331	29	of	of	ADP
easat-6335	331	30	public	public	ADJ
easat-6335	331	31	administration	administration	NOUN
easat-6335	331	32	in	in	ADP
easat-6335	331	33	the	the	DET
easat-6335	331	34	digital	digital	ADJ
easat-6335	331	35	age	age	NOUN
easat-6335	331	36	,	,	PUNCT
easat-6335	331	37	vol	vol	NOUN
easat-6335	331	38	.	.	PROPN
easat-6335	331	39	6	6	NUM
easat-6335	331	40	,	,	PUNCT
easat-6335	331	41	no	no	INTJ
easat-6335	331	42	.	.	NOUN
easat-6335	331	43	4	4	NUM
easat-6335	331	44	,	,	PUNCT
easat-6335	331	45	pp	pp	ADJ
easat-6335	331	46	.	.	PUNCT
easat-6335	332	1	1–17	1–17	NOUN
easat-6335	332	2	,	,	PUNCT
easat-6335	332	3	2019	2019	NUM
easat-6335	332	4	.	.	PUNCT
easat-6335	333	1	https://doi.org/10.4018/ijpada.2019100101	https://doi.org/10.4018/ijpada.2019100101	PRON
easat-6335	334	1	[	[	X
easat-6335	334	2	26	26	NUM
easat-6335	334	3	]	]	PUNCT
easat-6335	334	4	s.	s.	PROPN
easat-6335	334	5	giest	giest	PROPN
easat-6335	334	6	and	and	CCONJ
easat-6335	334	7	a.	a.	NOUN
easat-6335	334	8	samuels	samuels	PROPN
easat-6335	334	9	,	,	PUNCT
easat-6335	334	10	"	"	PUNCT
easat-6335	334	11	data	data	NOUN
easat-6335	334	12	interoperability	interoperability	NOUN
easat-6335	334	13	in	in	ADP
easat-6335	334	14	local	local	ADJ
easat-6335	334	15	governments	government	NOUN
easat-6335	334	16	:	:	PUNCT
easat-6335	334	17	a	a	DET
easat-6335	334	18	capability	capability	NOUN
easat-6335	334	19	-	-	PUNCT
easat-6335	334	20	based	base	VERB
easat-6335	334	21	framework	framework	NOUN
easat-6335	334	22	,	,	PUNCT
easat-6335	334	23	"	"	PUNCT
easat-6335	334	24	information	information	NOUN
easat-6335	334	25	polity	polity	NOUN
easat-6335	334	26	,	,	PUNCT
easat-6335	334	27	vol	vol	NOUN
easat-6335	334	28	.	.	PROPN
easat-6335	334	29	27	27	NUM
easat-6335	334	30	,	,	PUNCT
easat-6335	334	31	no	no	INTJ
easat-6335	334	32	.	.	NOUN
easat-6335	334	33	2	2	NUM
easat-6335	334	34	,	,	PUNCT
easat-6335	334	35	pp	pp	ADJ
easat-6335	334	36	.	.	PUNCT
easat-6335	335	1	205–221	205–221	NUM
easat-6335	335	2	,	,	PUNCT
easat-6335	335	3	2022	2022	NUM
easat-6335	335	4	.	.	PUNCT
easat-6335	336	1	https://doi.org/10.3233/ip-210306	https://doi.org/10.3233/ip-210306	PROPN
easat-6335	337	1	[	[	X
easat-6335	337	2	27	27	NUM
easat-6335	337	3	]	]	X
easat-6335	337	4	c.	c.	PROPN
easat-6335	337	5	van	van	PROPN
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easat-6335	337	7	and	and	CCONJ
easat-6335	337	8	g.	g.	PROPN
easat-6335	337	9	misuraca	misuraca	PROPN
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easat-6335	337	11	"	"	PUNCT
easat-6335	337	12	artificial	artificial	ADJ
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easat-6335	337	14	for	for	ADP
easat-6335	337	15	the	the	DET
easat-6335	337	16	public	public	ADJ
easat-6335	337	17	sector	sector	NOUN
easat-6335	337	18	:	:	PUNCT
easat-6335	337	19	results	result	NOUN
easat-6335	337	20	of	of	ADP
easat-6335	337	21	landscaping	landscape	VERB
easat-6335	337	22	the	the	DET
easat-6335	337	23	use	use	NOUN
easat-6335	337	24	of	of	ADP
easat-6335	337	25	ai	ai	NOUN
easat-6335	337	26	in	in	ADP
easat-6335	337	27	government	government	NOUN
easat-6335	337	28	across	across	ADP
easat-6335	337	29	the	the	DET
easat-6335	337	30	european	european	PROPN
easat-6335	337	31	union	union	PROPN
easat-6335	337	32	,	,	PUNCT
easat-6335	337	33	"	"	PUNCT
easat-6335	337	34	government	government	NOUN
easat-6335	337	35	information	information	NOUN
easat-6335	337	36	quarterly	quarterly	ADV
easat-6335	337	37	,	,	PUNCT
easat-6335	337	38	vol	vol	NOUN
easat-6335	337	39	.	.	PROPN
easat-6335	337	40	39	39	NUM
easat-6335	337	41	,	,	PUNCT
easat-6335	337	42	no	no	INTJ
easat-6335	337	43	.	.	NOUN
easat-6335	337	44	3	3	NUM
easat-6335	337	45	,	,	PUNCT
easat-6335	337	46	p.	p.	NOUN
easat-6335	337	47	101714	101714	NUM
easat-6335	337	48	,	,	PUNCT
easat-6335	337	49	2022	2022	NUM
easat-6335	337	50	.	.	PUNCT
easat-6335	338	1	https://doi.org/10.1016/j.giq.2021.101678	https://doi.org/10.1016/j.giq.2021.101678	X
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easat-6335	338	4	https://arxiv.org/abs/2208.10087	https://arxiv.org/abs/2208.10087	PROPN
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easat-6335	338	6	https://www.theguardian.com/technology/2025/mar/26/government-ai-roll-outs-threatened-by-outdated-it-systems	https://www.theguardian.com/technology/2025/mar/26/government-ai-roll-outs-threatened-by-outdated-it-system	NOUN
easat-6335	338	7	https://www.ft.com/content/95e5d3e2-9d21-43ff-b4b0-e126da5483a2	https://www.ft.com/content/95e5d3e2-9d21-43ff-b4b0-e126da5483a2	ADP
easat-6335	338	8	https://oxfordinsights.com/ai-readiness/ai-readiness-index/	https://oxfordinsights.com/ai-readiness/ai-readiness-index/	PROPN
easat-6335	338	9	https://oxfordinsights.com/ai-readiness/ai-readiness-index/	https://oxfordinsights.com/ai-readiness/ai-readiness-index/	PROPN
easat-6335	338	10	https://www.undp.org/sites/g/files/zskgke326/files/2025-01/ai_readiness_assessment_bhutan.pdf	https://www.undp.org/sites/g/files/zskgke326/files/2025-01/ai_readiness_assessment_bhutan.pdf	PROPN
easat-6335	338	11	https://arxiv.org/abs/2406.04554	https://arxiv.org/abs/2406.04554	PROPN
easat-6335	338	12	https://ai-watch.ec.europa.eu/publications/ai-watch-road-adoption-artificial-intelligence-public-sector_en	https://ai-watch.ec.europa.eu/publications/ai-watch-road-adoption-artificial-intelligence-public-sector_en	PROPN
easat-6335	338	13	https://ai-watch.ec.europa.eu/publications/ai-watch-road-adoption-artificial-intelligence-public-sector_en	https://ai-watch.ec.europa.eu/publications/ai-watch-road-adoption-artificial-intelligence-public-sector_en	PROPN
easat-6335	338	14	https://doi.org/10.14303/irjpeh.2022.035	https://doi.org/10.14303/irjpeh.2022.035	PROPN
easat-6335	338	15	https://doi.org/10.1007/s12599-020-00676-7	https://doi.org/10.1007/s12599-020-00676-7	NOUN
easat-6335	338	16	https://doi.org/10.1007/s12599-020-00676-7	https://doi.org/10.1007/s12599-020-00676-7	NOUN
easat-6335	338	17	https://doi.org/10.24023/futurejournal/2175-5825/2024.v16i1.860	https://doi.org/10.24023/futurejournal/2175-5825/2024.v16i1.860	X
easat-6335	338	18	https://www.researchgate.net/publication/390271655_the_artificial_intelligence_readiness_prism	https://www.researchgate.net/publication/390271655_the_artificial_intelligence_readiness_prism	NUM
easat-6335	338	19	https://arxiv.org/abs/2502.08651	https://arxiv.org/abs/2502.08651	ADJ
easat-6335	338	20	https://doi.org/10.1016/j.giq.2020.101408	https://doi.org/10.1016/j.giq.2020.101408	PROPN
easat-6335	338	21	https://doi.org/10.1016/j.giq.2012.11.001	https://doi.org/10.1016/j.giq.2012.11.001	PROPN
easat-6335	338	22	https://doi.org/10.4018/ijpada.2019100101	https://doi.org/10.4018/ijpada.2019100101	NOUN
easat-6335	338	23	https://doi.org/10.3233/ip-210306	https://doi.org/10.3233/ip-210306	ADJ
easat-6335	338	24	https://doi.org/10.1016/j.giq.2021.101678	https://doi.org/10.1016/j.giq.2021.101678	PROPN
easat-6335	338	25	1580	1580	NUM
easat-6335	338	26	edelweiss	edelweiss	PROPN
easat-6335	338	27	applied	apply	VERB
easat-6335	338	28	science	science	NOUN
easat-6335	338	29	and	and	CCONJ
easat-6335	338	30	technology	technology	NOUN
easat-6335	338	31	issn	issn	PROPN
easat-6335	338	32	:	:	PUNCT
easat-6335	338	33	2576	2576	NUM
easat-6335	338	34	-	-	SYM
easat-6335	338	35	8484	8484	NUM
easat-6335	338	36	vol	vol	NOUN
easat-6335	338	37	.	.	PROPN
easat-6335	339	1	9	9	NUM
easat-6335	339	2	,	,	PUNCT
easat-6335	339	3	no	no	INTJ
easat-6335	339	4	.	.	NOUN
easat-6335	339	5	4	4	NUM
easat-6335	339	6	:	:	SYM
easat-6335	339	7	1569	1569	NUM
easat-6335	339	8	-	-	SYM
easat-6335	339	9	1580	1580	NUM
easat-6335	339	10	,	,	PUNCT
easat-6335	339	11	2025	2025	NUM
easat-6335	339	12	doi	doi	NOUN
easat-6335	339	13	:	:	PUNCT
easat-6335	339	14	10.55214/25768484.v9i4.6335	10.55214/25768484.v9i4.6335	NUM
easat-6335	339	15	©	©	PROPN
easat-6335	339	16	2025	2025	NUM
easat-6335	339	17	by	by	ADP
easat-6335	339	18	the	the	DET
easat-6335	339	19	author	author	NOUN
easat-6335	339	20	;	;	PUNCT
easat-6335	339	21	licensee	licensee	PROPN
easat-6335	339	22	learning	learning	NOUN
easat-6335	339	23	gate	gate	NOUN
easat-6335	340	1	[	[	X
easat-6335	340	2	28	28	NUM
easat-6335	340	3	]	]	X
easat-6335	340	4	j.	j.	PROPN
easat-6335	340	5	berryhill	berryhill	PROPN
easat-6335	340	6	,	,	PUNCT
easat-6335	340	7	k.	k.	PROPN
easat-6335	340	8	k.	k.	PROPN
easat-6335	340	9	heang	heang	PROPN
easat-6335	340	10	,	,	PUNCT
easat-6335	340	11	r.	r.	PROPN
easat-6335	340	12	clogher	clogher	PROPN
easat-6335	340	13	,	,	PUNCT
easat-6335	340	14	and	and	CCONJ
easat-6335	340	15	k.	k.	PROPN
easat-6335	340	16	mcbride	mcbride	PROPN
easat-6335	340	17	,	,	PUNCT
easat-6335	340	18	"	"	PUNCT
easat-6335	340	19	hello	hello	INTJ
easat-6335	340	20	,	,	PUNCT
easat-6335	340	21	world	world	NOUN
easat-6335	340	22	:	:	PUNCT
easat-6335	340	23	artificial	artificial	ADJ
easat-6335	340	24	intelligence	intelligence	NOUN
easat-6335	340	25	and	and	CCONJ
easat-6335	340	26	its	its	PRON
easat-6335	340	27	use	use	NOUN
easat-6335	340	28	in	in	ADP
easat-6335	340	29	the	the	DET
easat-6335	340	30	public	public	ADJ
easat-6335	340	31	sector	sector	NOUN
easat-6335	340	32	,	,	PUNCT
easat-6335	340	33	"	"	PUNCT
easat-6335	340	34	oecd	oecd	PROPN
easat-6335	340	35	working	work	VERB
easat-6335	340	36	papers	paper	NOUN
easat-6335	340	37	on	on	ADP
easat-6335	340	38	public	public	ADJ
easat-6335	340	39	governance	governance	NOUN
easat-6335	340	40	,	,	PUNCT
easat-6335	340	41	no	no	INTJ
easat-6335	340	42	.	.	NOUN
easat-6335	340	43	36	36	NUM
easat-6335	340	44	,	,	PUNCT
easat-6335	340	45	pp	pp	ADJ
easat-6335	340	46	.	.	PUNCT
easat-6335	341	1	1	1	NUM
easat-6335	341	2	-	-	SYM
easat-6335	341	3	184	184	NUM
easat-6335	341	4	,	,	PUNCT
easat-6335	341	5	2019	2019	NUM
easat-6335	341	6	.	.	PUNCT
easat-6335	342	1	https://doi.org/10.1787/5610ef6c-en	https://doi.org/10.1787/5610ef6c-en	ADJ
easat-6335	342	2	[	[	X
easat-6335	342	3	29	29	NUM
easat-6335	342	4	]	]	X
easat-6335	342	5	world	world	PROPN
easat-6335	342	6	economic	economic	PROPN
easat-6335	342	7	forum	forum	PROPN
easat-6335	342	8	,	,	PUNCT
easat-6335	342	9	"	"	PUNCT
easat-6335	342	10	unlocking	unlock	VERB
easat-6335	342	11	public	public	ADJ
easat-6335	342	12	sector	sector	NOUN
easat-6335	342	13	ai	ai	VERB
easat-6335	342	14	:	:	PUNCT
easat-6335	342	15	translators	translator	NOUN
easat-6335	342	16	as	as	ADP
easat-6335	342	17	enablers	enabler	NOUN
easat-6335	342	18	of	of	ADP
easat-6335	342	19	ai	ai	PRON
easat-6335	342	20	readiness	readiness	NOUN
easat-6335	342	21	,	,	PUNCT
easat-6335	342	22	"	"	PUNCT
easat-6335	342	23	retrieved	retrieve	VERB
easat-6335	342	24	:	:	PUNCT
easat-6335	342	25	https://www.weforum.org/whitepapers/unlocking-public-sector-ai	https://www.weforum.org/whitepapers/unlocking-public-sector-ai	PROPN
easat-6335	342	26	,	,	PUNCT
easat-6335	342	27	2020	2020	NUM
easat-6335	342	28	.	.	PUNCT
easat-6335	343	1	[	[	X
easat-6335	343	2	30	30	NUM
easat-6335	343	3	]	]	X
easat-6335	343	4	r.	r.	PROPN
easat-6335	343	5	binns	binns	PROPN
easat-6335	343	6	,	,	PUNCT
easat-6335	343	7	"	"	PUNCT
easat-6335	343	8	algorithmic	algorithmic	ADJ
easat-6335	343	9	accountability	accountability	NOUN
easat-6335	343	10	and	and	CCONJ
easat-6335	343	11	public	public	ADJ
easat-6335	343	12	reason	reason	NOUN
easat-6335	343	13	,	,	PUNCT
easat-6335	343	14	"	"	PUNCT
easat-6335	343	15	philosophy	philosophy	NOUN
easat-6335	343	16	&	&	CCONJ
easat-6335	343	17	technology	technology	NOUN
easat-6335	343	18	,	,	PUNCT
easat-6335	343	19	vol	vol	NOUN
easat-6335	343	20	.	.	PROPN
easat-6335	343	21	31	31	NUM
easat-6335	343	22	,	,	PUNCT
easat-6335	343	23	no	no	INTJ
easat-6335	343	24	.	.	NOUN
easat-6335	343	25	4	4	NUM
easat-6335	343	26	,	,	PUNCT
easat-6335	343	27	pp	pp	ADJ
easat-6335	343	28	.	.	PUNCT
easat-6335	344	1	543	543	NUM
easat-6335	344	2	-	-	SYM
easat-6335	344	3	556	556	NUM
easat-6335	344	4	,	,	PUNCT
easat-6335	344	5	2018	2018	NUM
easat-6335	344	6	.	.	PUNCT
easat-6335	345	1	https://doi.org/10.1007/s13347-017-0263-5	https://doi.org/10.1007/s13347-017-0263-5	NUM
easat-6335	346	1	[	[	X
easat-6335	346	2	31	31	NUM
easat-6335	346	3	]	]	PUNCT
easat-6335	346	4	k.	k.	PROPN
easat-6335	346	5	yeung	yeung	PROPN
easat-6335	346	6	,	,	PUNCT
easat-6335	346	7	"	"	PUNCT
easat-6335	346	8	responsible	responsible	ADJ
easat-6335	346	9	ai	ai	NOUN
easat-6335	346	10	:	:	PUNCT
easat-6335	346	11	a	a	DET
easat-6335	346	12	framework	framework	NOUN
easat-6335	346	13	for	for	ADP
easat-6335	346	14	building	build	VERB
easat-6335	346	15	trust	trust	NOUN
easat-6335	346	16	in	in	ADP
easat-6335	346	17	your	your	PRON
easat-6335	346	18	ai	ai	ADJ
easat-6335	346	19	solutions	solution	NOUN
easat-6335	346	20	,	,	PUNCT
easat-6335	346	21	"	"	PUNCT
easat-6335	346	22	communications	communication	NOUN
easat-6335	346	23	of	of	ADP
easat-6335	346	24	the	the	DET
easat-6335	346	25	acm	acm	NOUN
easat-6335	346	26	,	,	PUNCT
easat-6335	346	27	vol	vol	NOUN
easat-6335	346	28	.	.	PROPN
easat-6335	347	1	62	62	NUM
easat-6335	347	2	,	,	PUNCT
easat-6335	347	3	no	no	INTJ
easat-6335	347	4	.	.	NOUN
easat-6335	347	5	2	2	NUM
easat-6335	347	6	,	,	PUNCT
easat-6335	347	7	pp	pp	ADJ
easat-6335	347	8	.	.	PUNCT
easat-6335	348	1	46–52	46–52	NUM
easat-6335	348	2	,	,	PUNCT
easat-6335	348	3	2019	2019	NUM
easat-6335	348	4	.	.	PUNCT
easat-6335	349	1	https://doi.org/10.1145/3282486	https://doi.org/10.1145/3282486	PRON
easat-6335	350	1	[	[	X
easat-6335	350	2	32	32	NUM
easat-6335	350	3	]	]	PUNCT
easat-6335	350	4	l.	l.	PROPN
easat-6335	350	5	floridi	floridi	PROPN
easat-6335	350	6	et	et	PROPN
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easat-6335	350	8	.	.	PROPN
easat-6335	350	9	,	,	PUNCT
easat-6335	350	10	"	"	PUNCT
easat-6335	350	11	ai4people	ai4people	ADJ
easat-6335	350	12	—	—	PUNCT
easat-6335	350	13	an	an	DET
easat-6335	350	14	ethical	ethical	ADJ
easat-6335	350	15	framework	framework	NOUN
easat-6335	350	16	for	for	ADP
easat-6335	350	17	a	a	DET
easat-6335	350	18	good	good	ADJ
easat-6335	350	19	ai	ai	INTJ
easat-6335	350	20	society	society	NOUN
easat-6335	350	21	:	:	PUNCT
easat-6335	350	22	opportunities	opportunity	NOUN
easat-6335	350	23	,	,	PUNCT
easat-6335	350	24	risks	risk	NOUN
easat-6335	350	25	,	,	PUNCT
easat-6335	350	26	principles	principle	NOUN
easat-6335	350	27	,	,	PUNCT
easat-6335	350	28	and	and	CCONJ
easat-6335	350	29	recommendations	recommendation	NOUN
easat-6335	350	30	,	,	PUNCT
easat-6335	350	31	"	"	PUNCT
easat-6335	350	32	minds	mind	NOUN
easat-6335	350	33	and	and	CCONJ
easat-6335	350	34	machines	machine	NOUN
easat-6335	350	35	,	,	PUNCT
easat-6335	350	36	vol	vol	NOUN
easat-6335	350	37	.	.	PROPN
easat-6335	350	38	28	28	NUM
easat-6335	350	39	,	,	PUNCT
easat-6335	350	40	pp	pp	ADV
easat-6335	350	41	.	.	PUNCT
easat-6335	350	42	689	689	NUM
easat-6335	350	43	-	-	SYM
easat-6335	350	44	707	707	NUM
easat-6335	350	45	,	,	PUNCT
easat-6335	350	46	2018	2018	NUM
easat-6335	350	47	.	.	PUNCT
easat-6335	351	1	https://doi.org/10.1007/s11023-018-9482-5	https://doi.org/10.1007/s11023-018-9482-5	NUM
easat-6335	351	2	[	[	X
easat-6335	351	3	33	33	NUM
easat-6335	351	4	]	]	PUNCT
easat-6335	351	5	m.	m.	NOUN
easat-6335	351	6	ebers	eber	NOUN
easat-6335	351	7	,	,	PUNCT
easat-6335	351	8	j.	j.	PROPN
easat-6335	351	9	butcher	butcher	PROPN
easat-6335	351	10	,	,	PUNCT
easat-6335	351	11	and	and	CCONJ
easat-6335	351	12	d.	d.	PROPN
easat-6335	351	13	waldron	waldron	PROPN
easat-6335	351	14	,	,	PUNCT
easat-6335	351	15	"	"	PUNCT
easat-6335	351	16	responsibility	responsibility	NOUN
easat-6335	351	17	and	and	CCONJ
easat-6335	351	18	accountability	accountability	NOUN
easat-6335	351	19	in	in	ADP
easat-6335	351	20	ai	ai	PROPN
easat-6335	351	21	governance	governance	NOUN
easat-6335	351	22	,	,	PUNCT
easat-6335	351	23	"	"	PUNCT
easat-6335	351	24	ai	ai	PROPN
easat-6335	351	25	&	&	CCONJ
easat-6335	351	26	society	society	NOUN
easat-6335	351	27	,	,	PUNCT
easat-6335	351	28	vol	vol	NOUN
easat-6335	351	29	.	.	PROPN
easat-6335	351	30	36	36	NUM
easat-6335	351	31	,	,	PUNCT
easat-6335	351	32	no	no	INTJ
easat-6335	351	33	.	.	NOUN
easat-6335	351	34	2	2	NUM
easat-6335	351	35	,	,	PUNCT
easat-6335	351	36	pp	pp	ADJ
easat-6335	351	37	.	.	PUNCT
easat-6335	352	1	451–464	451–464	NUM
easat-6335	352	2	,	,	PUNCT
easat-6335	352	3	2021	2021	NUM
easat-6335	352	4	.	.	PUNCT
easat-6335	353	1	https://doi.org/10.1007/s00146-020-00967-6	https://doi.org/10.1007/s00146-020-00967-6	PUNCT
easat-6335	354	1	[	[	X
easat-6335	354	2	34	34	NUM
easat-6335	354	3	]	]	X
easat-6335	354	4	p.	p.	NOUN
easat-6335	354	5	mikalef	mikalef	PROPN
easat-6335	354	6	,	,	PUNCT
easat-6335	354	7	r.	r.	PROPN
easat-6335	354	8	van	van	PROPN
easat-6335	354	9	de	de	PROPN
easat-6335	354	10	wetering	wetering	PROPN
easat-6335	354	11	,	,	PUNCT
easat-6335	354	12	j.	j.	PROPN
easat-6335	354	13	krogstie	krogstie	PROPN
easat-6335	354	14	,	,	PUNCT
easat-6335	354	15	and	and	CCONJ
easat-6335	354	16	m.	m.	PROPN
easat-6335	354	17	giannakos	giannakos	PROPN
easat-6335	354	18	,	,	PUNCT
easat-6335	354	19	"	"	PUNCT
easat-6335	354	20	digital	digital	ADJ
easat-6335	354	21	transformation	transformation	NOUN
easat-6335	354	22	and	and	CCONJ
easat-6335	354	23	ai	ai	VERB
easat-6335	354	24	in	in	ADP
easat-6335	354	25	the	the	DET
easat-6335	354	26	public	public	ADJ
easat-6335	354	27	sector	sector	NOUN
easat-6335	354	28	:	:	PUNCT
easat-6335	354	29	a	a	DET
easat-6335	354	30	framework	framework	NOUN
easat-6335	354	31	for	for	ADP
easat-6335	354	32	strategy	strategy	NOUN
easat-6335	354	33	development	development	NOUN
easat-6335	354	34	,	,	PUNCT
easat-6335	354	35	"	"	PUNCT
easat-6335	354	36	government	government	NOUN
easat-6335	354	37	information	information	NOUN
easat-6335	354	38	quarterly	quarterly	ADV
easat-6335	354	39	,	,	PUNCT
easat-6335	354	40	vol	vol	NOUN
easat-6335	354	41	.	.	PROPN
easat-6335	354	42	39	39	NUM
easat-6335	354	43	,	,	PUNCT
easat-6335	354	44	no	no	INTJ
easat-6335	354	45	.	.	NOUN
easat-6335	354	46	3	3	NUM
easat-6335	354	47	,	,	PUNCT
easat-6335	354	48	p.	p.	NOUN
easat-6335	354	49	101757	101757	NUM
easat-6335	354	50	,	,	PUNCT
easat-6335	354	51	2022	2022	NUM
easat-6335	354	52	.	.	PUNCT
easat-6335	355	1	https://doi.org/10.1016/j.giq.2022.101757	https://doi.org/10.1016/j.giq.2022.101757	PROPN
easat-6335	356	1	[	[	X
easat-6335	356	2	35	35	NUM
easat-6335	356	3	]	]	X
easat-6335	356	4	s.	s.	PROPN
easat-6335	356	5	cave	cave	PROPN
easat-6335	356	6	and	and	CCONJ
easat-6335	356	7	v.	v.	ADP
easat-6335	356	8	dignum	dignum	NOUN
easat-6335	356	9	,	,	PUNCT
easat-6335	356	10	"	"	PUNCT
easat-6335	356	11	algorithms	algorithm	NOUN
easat-6335	356	12	and	and	CCONJ
easat-6335	356	13	public	public	ADJ
easat-6335	356	14	values	value	NOUN
easat-6335	356	15	:	:	PUNCT
easat-6335	356	16	implementing	implement	VERB
easat-6335	356	17	a	a	DET
easat-6335	356	18	public	public	ADJ
easat-6335	356	19	values	value	NOUN
easat-6335	356	20	framework	framework	NOUN
easat-6335	356	21	for	for	ADP
easat-6335	356	22	algorithmic	algorithmic	ADJ
easat-6335	356	23	governance	governance	NOUN
easat-6335	356	24	,	,	PUNCT
easat-6335	356	25	"	"	PUNCT
easat-6335	356	26	philosophy	philosophy	NOUN
easat-6335	356	27	&	&	CCONJ
easat-6335	356	28	technology	technology	NOUN
easat-6335	356	29	,	,	PUNCT
easat-6335	356	30	vol	vol	NOUN
easat-6335	356	31	.	.	PROPN
easat-6335	357	1	32	32	NUM
easat-6335	357	2	,	,	PUNCT
easat-6335	357	3	no	no	INTJ
easat-6335	357	4	.	.	NOUN
easat-6335	357	5	1	1	NUM
easat-6335	357	6	,	,	PUNCT
easat-6335	357	7	pp	pp	ADJ
easat-6335	357	8	.	.	PUNCT
easat-6335	358	1	47–63	47–63	NUM
easat-6335	358	2	,	,	PUNCT
easat-6335	358	3	2019	2019	NUM
easat-6335	358	4	.	.	PUNCT
easat-6335	359	1	https://doi.org/10.1007/s13347-017-0263-5	https://doi.org/10.1007/s13347-017-0263-5	NUM
easat-6335	360	1	[	[	X
easat-6335	360	2	36	36	NUM
easat-6335	360	3	]	]	X
easat-6335	360	4	g.	g.	PROPN
easat-6335	360	5	misuraca	misuraca	PROPN
easat-6335	360	6	,	,	PUNCT
easat-6335	360	7	c.	c.	NOUN
easat-6335	360	8	codagnone	codagnone	PROPN
easat-6335	360	9	,	,	PUNCT
easat-6335	360	10	and	and	CCONJ
easat-6335	360	11	f.	f.	PROPN
easat-6335	360	12	lupiáñez	lupiáñez	PROPN
easat-6335	360	13	-	-	PUNCT
easat-6335	360	14	villanueva	villanueva	NOUN
easat-6335	360	15	,	,	PUNCT
easat-6335	360	16	"	"	PUNCT
easat-6335	360	17	exploring	explore	VERB
easat-6335	360	18	the	the	DET
easat-6335	360	19	role	role	NOUN
easat-6335	360	20	of	of	ADP
easat-6335	360	21	artificial	artificial	ADJ
easat-6335	360	22	intelligence	intelligence	NOUN
easat-6335	360	23	in	in	ADP
easat-6335	360	24	government	government	NOUN
easat-6335	360	25	decision	decision	NOUN
easat-6335	360	26	-	-	PUNCT
easat-6335	360	27	making	making	NOUN
easat-6335	360	28	:	:	PUNCT
easat-6335	360	29	a	a	DET
easat-6335	360	30	literature	literature	NOUN
easat-6335	360	31	review	review	NOUN
easat-6335	360	32	and	and	CCONJ
easat-6335	360	33	research	research	NOUN
easat-6335	360	34	agenda	agenda	NOUN
easat-6335	360	35	,	,	PUNCT
easat-6335	360	36	"	"	PUNCT
easat-6335	360	37	information	information	NOUN
easat-6335	360	38	polity	polity	NOUN
easat-6335	360	39	,	,	PUNCT
easat-6335	360	40	vol	vol	NOUN
easat-6335	360	41	.	.	PROPN
easat-6335	360	42	25	25	NUM
easat-6335	360	43	,	,	PUNCT
easat-6335	360	44	no	no	INTJ
easat-6335	360	45	.	.	NOUN
easat-6335	360	46	3	3	NUM
easat-6335	360	47	,	,	PUNCT
easat-6335	360	48	pp	pp	ADJ
easat-6335	360	49	.	.	PUNCT
easat-6335	361	1	267–280	267–280	NUM
easat-6335	361	2	,	,	PUNCT
easat-6335	361	3	2020	2020	NUM
easat-6335	361	4	.	.	PUNCT
easat-6335	362	1	https://doi.org/10.3233/ip-190156	https://doi.org/10.3233/ip-190156	NOUN
easat-6335	362	2	[	[	X
easat-6335	362	3	37	37	NUM
easat-6335	362	4	]	]	X
easat-6335	362	5	b.	b.	PROPN
easat-6335	362	6	c.	c.	PROPN
easat-6335	362	7	stahl	stahl	PROPN
easat-6335	362	8	,	,	PUNCT
easat-6335	362	9	j.	j.	PROPN
easat-6335	362	10	timmermans	timmermans	PROPN
easat-6335	362	11	,	,	PUNCT
easat-6335	362	12	and	and	CCONJ
easat-6335	362	13	b.	b.	PROPN
easat-6335	362	14	d.	d.	PROPN
easat-6335	362	15	mittelstadt	mittelstadt	PROPN
easat-6335	362	16	,	,	PUNCT
easat-6335	362	17	"	"	PUNCT
easat-6335	362	18	the	the	DET
easat-6335	362	19	ethics	ethic	NOUN
easat-6335	362	20	of	of	ADP
easat-6335	362	21	ai	ai	PROPN
easat-6335	362	22	in	in	ADP
easat-6335	362	23	health	health	NOUN
easat-6335	362	24	care	care	NOUN
easat-6335	362	25	:	:	PUNCT
easat-6335	362	26	a	a	DET
easat-6335	362	27	mapping	mapping	NOUN
easat-6335	362	28	review	review	NOUN
easat-6335	362	29	,	,	PUNCT
easat-6335	362	30	"	"	PUNCT
easat-6335	362	31	social	social	ADJ
easat-6335	362	32	science	science	NOUN
easat-6335	362	33	&	&	CCONJ
easat-6335	362	34	medicine	medicine	NOUN
easat-6335	362	35	,	,	PUNCT
easat-6335	362	36	vol	vol	NOUN
easat-6335	362	37	.	.	PROPN
easat-6335	362	38	282	282	NUM
easat-6335	362	39	,	,	PUNCT
easat-6335	362	40	p.	p.	NOUN
easat-6335	362	41	114132	114132	NUM
easat-6335	362	42	,	,	PUNCT
easat-6335	362	43	2021	2021	NUM
easat-6335	362	44	.	.	PUNCT
easat-6335	363	1	https://doi.org/10.1016/j.socscimed.2021.114132	https://doi.org/10.1016/j.socscimed.2021.114132	PROPN
easat-6335	363	2	https://doi.org/10.1787/5610ef6c-en	https://doi.org/10.1787/5610ef6c-en	VERB
easat-6335	364	1	https://www.weforum.org/whitepapers/unlocking-public-sector-ai	https://www.weforum.org/whitepapers/unlocking-public-sector-ai	PROPN
easat-6335	364	2	https://doi.org/10.1007/s13347-017-0263-5	https://doi.org/10.1007/s13347-017-0263-5	NUM
easat-6335	364	3	https://doi.org/10.1145/3282486	https://doi.org/10.1145/3282486	PROPN
easat-6335	364	4	https://doi.org/10.1007/s11023-018-9482-5	https://doi.org/10.1007/s11023-018-9482-5	NUM
easat-6335	364	5	https://doi.org/10.1007/s00146-020-00967-6	https://doi.org/10.1007/s00146-020-00967-6	NUM
easat-6335	364	6	https://doi.org/10.1016/j.giq.2022.101757	https://doi.org/10.1016/j.giq.2022.101757	PROPN
easat-6335	364	7	https://doi.org/10.1007/s13347-017-0263-5	https://doi.org/10.1007/s13347-017-0263-5	PART
easat-6335	364	8	https://doi.org/10.3233/ip-190156	https://doi.org/10.3233/ip-190156	NOUN
easat-6335	364	9	https://doi.org/10.1016/j.socscimed.2021.114132	https://doi.org/10.1016/j.socscimed.2021.114132	PROPN