{"id":"https://openalex.org/W4413025933","doi":"https://doi.org/10.3390/systems13080664","title":"From Perception to Practice: Artificial Intelligence as a Pathway to Enhancing Digital Literacy in Higher Education Teaching","display_name":"From Perception to Practice: Artificial Intelligence as a Pathway to Enhancing Digital Literacy in Higher Education Teaching","publication_year":2025,"publication_date":"2025-08-06","ids":{"openalex":"https://openalex.org/W4413025933","doi":"https://doi.org/10.3390/systems13080664"},"language":"en","primary_location":{"id":"doi:10.3390/systems13080664","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13080664","pdf_url":"https://www.mdpi.com/2079-8954/13/8/664/pdf?version=1754449639","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/13/8/664/pdf?version=1754449639","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078236748","display_name":"Zhili Zuo","orcid":"https://orcid.org/0000-0003-3576-2884"},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhili Zuo","raw_affiliation_strings":["School of Management Science, Chengdu University of Technology, Chengdu 610059, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management Science, Chengdu University of Technology, Chengdu 610059, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102853494","display_name":"Yanqi Luo","orcid":"https://orcid.org/0000-0001-9506-2535"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilun Luo","raw_affiliation_strings":["School of Economics and Management, Southwest Petroleum University, Chengdu 610500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Southwest Petroleum University, Chengdu 610500, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101125041","display_name":"Shiyu Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyu Yan","raw_affiliation_strings":["School of Management Science, Chengdu University of Technology, Chengdu 610059, China"],"raw_orcid":"https://orcid.org/0009-0003-5962-9911","affiliations":[{"raw_affiliation_string":"School of Management Science, Chengdu University of Technology, Chengdu 610059, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112345806","display_name":"Lisheng Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisheng Jiang","raw_affiliation_strings":["School of Management Science, Chengdu University of Technology, Chengdu 610059, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management Science, Chengdu University of Technology, Chengdu 610059, China","institution_ids":["https://openalex.org/I31595395"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078236748"],"corresponding_institution_ids":["https://openalex.org/I31595395"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":29.0863,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.99548518,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"13","issue":"8","first_page":"664","last_page":"664"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14246","display_name":"E-Learning and Knowledge Management","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6606320142745972},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.6022205948829651},{"id":"https://openalex.org/keywords/digital-literacy","display_name":"Digital literacy","score":0.5075003504753113},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4773947596549988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41865724325180054},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.38574904203414917},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.36117619276046753},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3247239291667938},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.2898329496383667},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1331503689289093}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6606320142745972},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.6022205948829651},{"id":"https://openalex.org/C2777646416","wikidata":"https://www.wikidata.org/wiki/Q242069","display_name":"Digital literacy","level":2,"score":0.5075003504753113},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4773947596549988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41865724325180054},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.38574904203414917},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.36117619276046753},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3247239291667938},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.2898329496383667},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1331503689289093}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13080664","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13080664","pdf_url":"https://www.mdpi.com/2079-8954/13/8/664/pdf?version=1754449639","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:62b18dea2a264b4f8de69040a6704beb","is_oa":true,"landing_page_url":"https://doaj.org/article/62b18dea2a264b4f8de69040a6704beb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 13, Iss 8, p 664 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13080664","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13080664","pdf_url":"https://www.mdpi.com/2079-8954/13/8/664/pdf?version=1754449639","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323826","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21"},{"id":"https://openalex.org/F4320328111","display_name":"Chengdu University","ror":"https://ror.org/034z67559"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413025933.pdf","grobid_xml":"https://content.openalex.org/works/W4413025933.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W1574235309","https://openalex.org/W1791587663","https://openalex.org/W1818536883","https://openalex.org/W1875224361","https://openalex.org/W1986221133","https://openalex.org/W2006230623","https://openalex.org/W2018642127","https://openalex.org/W2038539934","https://openalex.org/W2057678884","https://openalex.org/W2061935394","https://openalex.org/W2064430399","https://openalex.org/W2100379340","https://openalex.org/W2108644943","https://openalex.org/W2111110434","https://openalex.org/W2117655204","https://openalex.org/W2122793059","https://openalex.org/W2130801612","https://openalex.org/W2162739331","https://openalex.org/W2168058752","https://openalex.org/W2168389316","https://openalex.org/W2170483915","https://openalex.org/W2209976290","https://openalex.org/W2223470559","https://openalex.org/W2580783295","https://openalex.org/W2734475120","https://openalex.org/W2757330327","https://openalex.org/W2791915030","https://openalex.org/W2899391375","https://openalex.org/W2899856450","https://openalex.org/W2905811773","https://openalex.org/W2972209519","https://openalex.org/W2981863007","https://openalex.org/W2995576379","https://openalex.org/W3006629810","https://openalex.org/W3007206471","https://openalex.org/W3044291841","https://openalex.org/W3081095512","https://openalex.org/W3122263906","https://openalex.org/W3128125077","https://openalex.org/W3154793835","https://openalex.org/W3165282860","https://openalex.org/W3190874014","https://openalex.org/W3191920449","https://openalex.org/W3192356981","https://openalex.org/W3195725675","https://openalex.org/W3210570749","https://openalex.org/W4211025410","https://openalex.org/W4214643205","https://openalex.org/W4223544034","https://openalex.org/W4224229986","https://openalex.org/W4230316861","https://openalex.org/W4235678817","https://openalex.org/W4248588746","https://openalex.org/W4302775086","https://openalex.org/W4304943299","https://openalex.org/W4312059692","https://openalex.org/W4316369370","https://openalex.org/W4318219991","https://openalex.org/W4318457133","https://openalex.org/W4321106177","https://openalex.org/W4366783381","https://openalex.org/W4388095513","https://openalex.org/W4388745759","https://openalex.org/W4389890693","https://openalex.org/W4390528240","https://openalex.org/W4391883919","https://openalex.org/W4392016362","https://openalex.org/W4401846772","https://openalex.org/W6646742413","https://openalex.org/W6647975832","https://openalex.org/W6800286522","https://openalex.org/W6846082688"],"related_works":["https://openalex.org/W2628861693","https://openalex.org/W3203087560","https://openalex.org/W4361279463","https://openalex.org/W4232814730","https://openalex.org/W2975814312","https://openalex.org/W4387697615","https://openalex.org/W2568121504","https://openalex.org/W2483836897","https://openalex.org/W2049668268","https://openalex.org/W3013520998"],"abstract_inverted_index":{"In":[0,170],"the":[1,12,34,65,130,194,203,215],"context":[2],"of":[3,18,36,41,59,68,104,109,115,137,188,205,217,220],"increasing":[4],"Artificial":[5],"Intelligence":[6],"integration":[7],"in":[8,51,93,208,259],"higher":[9],"education,":[10],"understanding":[11],"factors":[13],"influencing":[14,119],"university":[15,87],"teachers\u2019":[16,53],"adoption":[17],"AI":[19,60,168,209,234],"tools":[20],"is":[21],"critical":[22],"for":[23],"effective":[24],"implementation.":[25],"This":[26],"study":[27],"adopts":[28],"a":[29,78,126,160],"perception\u2013intention\u2013behavior":[30],"framework":[31],"to":[32,176,255],"explores":[33],"roles":[35],"perceived":[37,39,43,45,49,99,102,113,120,133,135,143,148,172,186,197,218],"usefulness,":[38,134],"ease":[40,103,114,136,187,219],"use,":[42,138],"trust,":[44,149],"substitution":[46,144],"crisis,":[47],"and":[48,56,71,101,139,167,199,248,251],"risk":[50,173],"shaping":[52],"behavioral":[54,110,140,157,179,200,223],"intention":[55],"actual":[57],"usage":[58],"tools.":[61],"It":[62],"also":[63,117],"investigates":[64],"moderating":[66],"effects":[67],"peer":[69,206,243],"influence":[70,191,207],"organizational":[72,212],"support":[73,213],"on":[74,156,222],"these":[75],"relationships.":[76],"Using":[77],"comprehensive":[79],"survey":[80],"instrument,":[81],"data":[82],"was":[83,174,183],"collected":[84],"from":[85],"487":[86],"teachers":[88],"across":[89],"four":[90],"major":[91],"regions":[92],"China.":[94],"The":[95],"results":[96],"reveal":[97],"that":[98],"usefulness":[100],"use":[105,116,221],"are":[106],"strong":[107],"predictors":[108],"intention,":[111,158,180,201],"with":[112],"significantly":[118,192],"usefulness.":[121],"Perceived":[122],"trust":[123,198,238],"serves":[124],"as":[125,231],"key":[127],"mediator,":[128],"enhancing":[129,236],"relationship":[131,162,195],"between":[132,163,196],"intention.":[141,224],"While":[142],"crisis":[145],"negatively":[146,177],"influenced":[147],"it":[150,182],"showed":[151],"no":[152],"significant":[153],"direct":[154],"effect":[155,216],"suggesting":[159],"complex":[161],"job":[164],"displacement":[165],"concerns":[166],"adoption.":[169],"contrast,":[171],"found":[175],"impact":[178],"though":[181],"mitigated":[184],"by":[185],"use.":[189],"Peer":[190],"moderated":[193],"highlighting":[202],"importance":[204],"adoption,":[210],"while":[211],"amplified":[214],"These":[225],"findings":[226],"inform":[227],"practical":[228],"strategies":[229],"such":[230],"co-developing":[232],"user-centered":[233],"tools,":[235],"institutional":[237],"through":[239],"transparent":[240],"governance,":[241],"leveraging":[242],"support,":[244],"providing":[245],"structured":[246],"training":[247],"technical":[249],"assistance,":[250],"advancing":[252],"policy-level":[253],"initiatives":[254],"guide":[256],"digital":[257],"transformation":[258],"universities.":[260]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}