{"id":"https://openalex.org/W4412016984","doi":"https://doi.org/10.3390/informatics12030061","title":"International Trends and Influencing Factors in the Integration of Artificial Intelligence in Education with the Application of Qualitative Methods","display_name":"International Trends and Influencing Factors in the Integration of Artificial Intelligence in Education with the Application of Qualitative Methods","publication_year":2025,"publication_date":"2025-07-04","ids":{"openalex":"https://openalex.org/W4412016984","doi":"https://doi.org/10.3390/informatics12030061"},"language":"en","primary_location":{"id":"doi:10.3390/informatics12030061","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics12030061","pdf_url":"https://www.mdpi.com/2227-9709/12/3/61/pdf?version=1751620611","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"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":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/12/3/61/pdf?version=1751620611","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051501014","display_name":"Juan Luis Cabanillas-Garc\u00eda","orcid":"https://orcid.org/0000-0001-8458-3546"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Juan Luis Cabanillas-Garc\u00eda","raw_affiliation_strings":["Faculty of Education and Psychology, Badajoz University of Extremadura, Avenida de Elvas s/n, 06006 Badajoz, Spain"],"affiliations":[{"raw_affiliation_string":"Faculty of Education and Psychology, Badajoz University of Extremadura, Avenida de Elvas s/n, 06006 Badajoz, Spain","institution_ids":["https://openalex.org/I80606768"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051501014"],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":3.2461,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92257538,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":"3","first_page":"61","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12408","display_name":"Educational Innovations and Challenges","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12408","display_name":"Educational Innovations and Challenges","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9611999988555908,"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/T13482","display_name":"Engineering Education and Technology","score":0.9304999709129333,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/psychology","display_name":"Psychology","score":0.4173969626426697},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.36516743898391724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3355836570262909},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.3275817632675171},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3140655755996704},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2222822606563568}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4173969626426697},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.36516743898391724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3355836570262909},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3275817632675171},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3140655755996704},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2222822606563568}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/informatics12030061","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics12030061","pdf_url":"https://www.mdpi.com/2227-9709/12/3/61/pdf?version=1751620611","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"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":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:77495e6030ff405e963c84d2054e14c0","is_oa":true,"landing_page_url":"https://doaj.org/article/77495e6030ff405e963c84d2054e14c0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 12, Iss 3, p 61 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/informatics12030061","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics12030061","pdf_url":"https://www.mdpi.com/2227-9709/12/3/61/pdf?version=1751620611","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"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":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412016984.pdf","grobid_xml":"https://content.openalex.org/works/W4412016984.grobid-xml"},"referenced_works_count":97,"referenced_works":["https://openalex.org/W1520694115","https://openalex.org/W1846207026","https://openalex.org/W1976134597","https://openalex.org/W2105845572","https://openalex.org/W2147066215","https://openalex.org/W2576683119","https://openalex.org/W2607502403","https://openalex.org/W2753144265","https://openalex.org/W2792808276","https://openalex.org/W2795055323","https://openalex.org/W2796180820","https://openalex.org/W2856745662","https://openalex.org/W2888643296","https://openalex.org/W2983730795","https://openalex.org/W2990469976","https://openalex.org/W2997844078","https://openalex.org/W3012301245","https://openalex.org/W3014512586","https://openalex.org/W3016013581","https://openalex.org/W3017131514","https://openalex.org/W3087250753","https://openalex.org/W3107664750","https://openalex.org/W3135087240","https://openalex.org/W3168438863","https://openalex.org/W3183948023","https://openalex.org/W3191480438","https://openalex.org/W3199146084","https://openalex.org/W4210507373","https://openalex.org/W4213227301","https://openalex.org/W4226176837","https://openalex.org/W4226315886","https://openalex.org/W4286375400","https://openalex.org/W4304943299","https://openalex.org/W4309777554","https://openalex.org/W4322626948","https://openalex.org/W4362579635","https://openalex.org/W4365505361","https://openalex.org/W4367678106","https://openalex.org/W4377098581","https://openalex.org/W4378223984","https://openalex.org/W4381432878","https://openalex.org/W4382407568","https://openalex.org/W4382602638","https://openalex.org/W4383312437","https://openalex.org/W4386496251","https://openalex.org/W4386510071","https://openalex.org/W4387667283","https://openalex.org/W4387910015","https://openalex.org/W4389377962","https://openalex.org/W4389490285","https://openalex.org/W4389558549","https://openalex.org/W4389742986","https://openalex.org/W4390660172","https://openalex.org/W4391790090","https://openalex.org/W4391827056","https://openalex.org/W4391997180","https://openalex.org/W4396229279","https://openalex.org/W4396560170","https://openalex.org/W4396560228","https://openalex.org/W4396834677","https://openalex.org/W4398197390","https://openalex.org/W4399302602","https://openalex.org/W4399474645","https://openalex.org/W4400011483","https://openalex.org/W4400499433","https://openalex.org/W4401161449","https://openalex.org/W4401276844","https://openalex.org/W4402145249","https://openalex.org/W4402445487","https://openalex.org/W4403422104","https://openalex.org/W4404624678","https://openalex.org/W4404884409","https://openalex.org/W4405096679","https://openalex.org/W4405350526","https://openalex.org/W4405642140","https://openalex.org/W4405872012","https://openalex.org/W4406051558","https://openalex.org/W4406158572","https://openalex.org/W4406243923","https://openalex.org/W4407296272","https://openalex.org/W4408005725","https://openalex.org/W4408693634","https://openalex.org/W4411120784","https://openalex.org/W6638631157","https://openalex.org/W6753864094","https://openalex.org/W6811254717","https://openalex.org/W6840761022","https://openalex.org/W6852857644","https://openalex.org/W6853705398","https://openalex.org/W6858742177","https://openalex.org/W6860954069","https://openalex.org/W6861537059","https://openalex.org/W6863914299","https://openalex.org/W6872845644","https://openalex.org/W6874767807","https://openalex.org/W6874911090","https://openalex.org/W6991905028"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"study":[1,69,163],"offers":[2],"a":[3,48,71,91],"comprehensive":[4],"examination":[5],"of":[6,14,41,55,78,134,146,159,187],"the":[7,12,35,53,108,113,132,144,156,178],"scientific":[8],"output":[9],"related":[10],"to":[11,57],"integration":[13],"Artificial":[15],"Intelligence":[16],"(AI)":[17],"in":[18,33,43,47,82,94,107,120,154,175,190],"education":[19],"using":[20],"qualitative":[21,166],"research":[22,117],"methods,":[23],"which":[24],"is":[25,118],"an":[26],"emerging":[27],"intersection":[28],"that":[29,51,165],"reflects":[30],"growing":[31],"interest":[32],"understanding":[34],"pedagogical,":[36],"ethical,":[37],"and":[38,64,75,86,105,112,123,131,138,151,184],"methodological":[39],"implications":[40],"AI":[42,56,135,160,188],"educational":[44],"contexts.":[45],"Grounded":[46],"theoretical":[49],"framework":[50],"emphasizes":[52],"potential":[54],"support":[58],"personalized":[59],"learning,":[60],"augment":[61],"instructional":[62],"design,":[63],"facilitate":[65],"data-driven":[66],"decision-making,":[67],"this":[68],"conducts":[70],"Systematic":[72],"Literature":[73],"Review":[74],"bibliometric":[76],"analysis":[77],"630":[79],"publications":[80],"indexed":[81],"Scopus":[83],"between":[84],"2014":[85],"2024.":[87],"The":[88,140,162],"results":[89],"show":[90],"significant":[92],"increase":[93],"scholarly":[95],"output,":[96],"particularly":[97],"since":[98],"2020,":[99],"with":[100],"notable":[101],"contributions":[102],"from":[103],"authors":[104],"institutions":[106],"United":[109,114],"States,":[110],"China,":[111],"Kingdom.":[115],"High-impact":[116],"found":[119],"top-tier":[121],"journals,":[122],"dominant":[124],"themes":[125],"include":[126],"health":[127],"education,":[128,130,176],"higher":[129],"use":[133],"for":[136,170,180],"feedback":[137],"assessment.":[139],"findings":[141],"also":[142],"highlight":[143],"role":[145,174],"semi-structured":[147],"interviews,":[148],"thematic":[149],"analysis,":[150],"interdisciplinary":[152],"approaches":[153],"capturing":[155],"nuanced":[157],"impacts":[158],"integration.":[161],"concludes":[164],"methods":[167],"remain":[168],"essential":[169],"critically":[171],"evaluating":[172],"AI\u2019s":[173],"reinforcing":[177],"need":[179],"ethically":[181],"sound,":[182],"human-centered,":[183],"context-sensitive":[185],"applications":[186],"technologies":[189],"diverse":[191],"learning":[192],"environments.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-30T08:08:38.191290","created_date":"2025-10-10T00:00:00"}