{"id":"https://openalex.org/W7202201769","doi":"https://doi.org/10.63996/njte.v25i2.94","title":"AI in TVET Education: Opinions of Various Stakeholders in Nigerian Education System","display_name":"AI in TVET Education: Opinions of Various Stakeholders in Nigerian Education System","publication_year":2026,"publication_date":"2026-08-11","ids":{"openalex":"https://openalex.org/W7202201769","doi":"https://doi.org/10.63996/njte.v25i2.94"},"language":"en","primary_location":{"id":"doi:10.63996/njte.v25i2.94","doi":"https://doi.org/10.63996/njte.v25i2.94","is_oa":true,"landing_page_url":"https://doi.org/10.63996/njte.v25i2.94","pdf_url":"https://www.digitalnjte.org/index.php/files/article/download/94/39","source":{"id":"https://openalex.org/S5407051315","display_name":"Nigerian Journal of Technical Education","issn_l":"0189-210X","issn":["0189-210X","2992-3522"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nigerian Journal of Technical Education","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.digitalnjte.org/index.php/files/article/download/94/39","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021829821","display_name":"Elijah Edache Ehoche","orcid":"https://orcid.org/0000-0002-7821-3220","observed_orcids":["https://orcid.org/0000-0002-7821-3220"]},"institutions":[{"id":"https://openalex.org/I4405256444","display_name":"Federal Polytechnic Ugep","ror":"https://ror.org/045kd8221","country_code":"NG","type":"government","lineage":["https://openalex.org/I4405256444"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Elijah Ehoche","raw_affiliation_strings":["Federal Polytechnic Ugep"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal Polytechnic Ugep","institution_ids":["https://openalex.org/I4405256444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146538769","display_name":"Agbo Daniel","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76661892","display_name":"Federal University of Technology Minna","ror":"https://ror.org/0568y3j03","country_code":"NG","type":"education","lineage":["https://openalex.org/I76661892"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Agbo Daniel","raw_affiliation_strings":["Federal University of Technology Minna"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Technology Minna","institution_ids":["https://openalex.org/I76661892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146517124","display_name":"Salaam Qazeem Adebisi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405263068","display_name":"Federal College of Education Gidan Madi","ror":"https://ror.org/023maxb94","country_code":"NG","type":"education","lineage":["https://openalex.org/I4405263068"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Salaam Qazeem Adebisi","raw_affiliation_strings":["School of Vocational and Technical Education,Federal College of Education Gidan Madi Sokoto State"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Vocational and Technical Education,Federal College of Education Gidan Madi Sokoto State","institution_ids":["https://openalex.org/I4405263068"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041775636","display_name":"Uba James Uba","orcid":"https://orcid.org/0000-0002-9112-1590","observed_orcids":["https://orcid.org/0000-0002-9112-1590"]},"institutions":[{"id":"https://openalex.org/I4405256444","display_name":"Federal Polytechnic Ugep","ror":"https://ror.org/045kd8221","country_code":"NG","type":"government","lineage":["https://openalex.org/I4405256444"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Uba James Uba","raw_affiliation_strings":["Hospitality and Tourism Management Department fedreal Polytechnic Ugep"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospitality and Tourism Management Department fedreal Polytechnic Ugep","institution_ids":["https://openalex.org/I4405256444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5144307289","display_name":"Jacob Oyigebe Godwin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405256444","display_name":"Federal Polytechnic Ugep","ror":"https://ror.org/045kd8221","country_code":"NG","type":"government","lineage":["https://openalex.org/I4405256444"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Godwin Oyigebe Jacob","raw_affiliation_strings":["Hospitality and Tourism Management Department, Federal Polytechnic Ugep"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospitality and Tourism Management Department, Federal Polytechnic Ugep","institution_ids":["https://openalex.org/I4405256444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"2","first_page":"43","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence-in-education","display_name":"artificial intelligence in education","score":0.9980000257492065},{"id":"https://openalex.org/keywords/stakeholder-perspectives","display_name":"stakeholder perspectives","score":0.8659999966621399},{"id":"https://openalex.org/keywords/artificial-intelligence-acceptance","display_name":"AI acceptance","score":0.7350000143051147},{"id":"https://openalex.org/keywords/ai-training-for-teachers","display_name":"teacher training in AI","score":0.6019999980926514},{"id":"https://openalex.org/keywords/ai-ethics-policy","display_name":"AI ethics policy","score":0.6690000295639038},{"id":"https://openalex.org/keywords/nigerian-education-system","display_name":"Nigerian education system","score":0.6200000047683716}],"concepts":[{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.8859999775886536},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5586000084877014},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5329999923706055},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.487199991941452},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.47209998965263367},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4207000136375427},{"id":"https://openalex.org/C2778282719","wikidata":"https://www.wikidata.org/wiki/Q917419","display_name":"Bring your own device","level":3,"score":0.35120001435279846},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.33550000190734863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32409998774528503},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3215000033378601},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.3122999966144562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29429998993873596},{"id":"https://openalex.org/C3017614220","wikidata":"https://www.wikidata.org/wiki/Q8434","display_name":"Formal education","level":2,"score":0.29420000314712524},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.2912999987602234},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C108154423","wikidata":"https://www.wikidata.org/wiki/Q1469792","display_name":"Salience (neuroscience)","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25699999928474426},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.63996/njte.v25i2.94","doi":"https://doi.org/10.63996/njte.v25i2.94","is_oa":true,"landing_page_url":"https://doi.org/10.63996/njte.v25i2.94","pdf_url":"https://www.digitalnjte.org/index.php/files/article/download/94/39","source":{"id":"https://openalex.org/S5407051315","display_name":"Nigerian Journal of Technical Education","issn_l":"0189-210X","issn":["0189-210X","2992-3522"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nigerian Journal of Technical Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.63996/njte.v25i2.94","doi":"https://doi.org/10.63996/njte.v25i2.94","is_oa":true,"landing_page_url":"https://doi.org/10.63996/njte.v25i2.94","pdf_url":"https://www.digitalnjte.org/index.php/files/article/download/94/39","source":{"id":"https://openalex.org/S5407051315","display_name":"Nigerian Journal of Technical Education","issn_l":"0189-210X","issn":["0189-210X","2992-3522"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nigerian Journal of Technical Education","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.975600004196167,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7202201769.pdf","grobid_xml":"https://content.openalex.org/works/W7202201769.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W2770717476","https://openalex.org/W4379284826","https://openalex.org/W4383312437"],"related_works":["https://openalex.org/W4405906618","https://openalex.org/W7106802180","https://openalex.org/W4414185315","https://openalex.org/W7092416364","https://openalex.org/W4400797560","https://openalex.org/W4404723511","https://openalex.org/W4402827307","https://openalex.org/W4408765431","https://openalex.org/W7221566870","https://openalex.org/W7211938071"],"abstract_inverted_index":{"Abstract":[0],"AI":[1,25,57,70,108,131,146,185,203,219,228],"is":[2,244],"here":[3],"to":[4,65,179,189,217],"stay,":[5],"though":[6],"there":[7],"are":[8],"still":[9],"limitations":[10],"regarding":[11],"opinions.":[12],"This":[13],"work":[14],"surveyed":[15],"opinions":[16,51],"of":[17,24,55,98,103,107,125,130,141,145,155,174,194,202,227],"various":[18,56],"stakeholders":[19],"(SH)":[20],"towards":[21],"the":[22,53,72,83,86,116,128,152,156,159,175,192,199,210,224,239],"employment":[23,54],"in":[26,33,170,184,204,229],"learning,":[27],"as":[28,76,151],"reported":[29,212],"by":[30],"90":[31],"subjects":[32],"this":[34],"survey":[35],"sampled":[36],"from":[37,85],"different":[38],"domains":[39],"(students":[40],"(24%),":[41],"teachers/lecturers":[42],"(24.4%),":[43],"school":[44],"administrators":[45],"(5.6%),":[46],"and":[47,112,121,134,182,186,222,242],"parents/guardians":[48],"(7.7%).":[49],"Respondents\u2019":[50],"about":[52],"platforms":[58],"recorded":[59],"a":[60,90,94,138,195,213],"mean":[61,117],"acceptance":[62,96],"value":[63,124],"close":[64],"4.":[66],"Tools":[67],"for":[68,109,127,132,220,235],"accessing":[69],"showed":[71,137],"most":[73],"employed":[74],"devices":[75,87],"smartphones":[77],"(87.9%).":[78],"A":[79],"cross-sectional":[80],"study":[81],"using":[82],"data":[84],"SH":[88,104,126,176],"showing":[89],"significant":[91],"association":[92],"with":[93,158,191,238],"median":[95,122],"score":[97],"6.0.":[99],"The":[100,143,172],"large":[101],"submission":[102],"indicated":[105],"use":[106,129,201,226],"research,":[110],"summarizing,":[111],"material":[113],"reporting.":[114],"Moreover,":[115],"(5.62":[118],"\u00b1":[119],"1.52)":[120],"(6)":[123],"assessment":[133],"evaluation":[135],"also":[136],"high":[139,214],"level":[140],"agreement.":[142],"fear":[144],"plagiarism":[147],"(34%)":[148],"was":[149,177],"cited":[150],"main":[153],"concern":[154],"SH,":[157],"majority":[160],"(40%)":[161],"reporting":[162],"that":[163],"they":[164],"had":[165],"received":[166],"no":[167],"formal":[168],"training":[169],"AI.":[171],"confidence":[173],"low":[178,187],"detect":[180],"biases":[181],"misinformation":[183],"(3)":[188],"agree":[190],"existence":[193],"guiding":[196],"policy":[197,234],"on":[198],"ethical":[200],"their":[205],"respective":[206],"schools.":[207],"Despite":[208],"this,":[209],"respondents":[211],"preference":[215],"(61.1%)":[216],"employ":[218],"teaching":[221],"learning.For":[223],"appropriate":[225,232],"education,":[230],"an":[231],"usage":[233],"AI,":[236],"along":[237],"relevant":[240],"resources":[241],"training,":[243],"needed.":[245]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-08-12T00:00:00"}