{"id":"https://openalex.org/W7202286334","doi":"https://doi.org/10.1109/ic4e69618.2026.11631416","title":"A Technology Acceptance Model-Based Regression Analysis of Teachers' Perception and Utilization of Generative Artificial Intelligence Tools in Lesson Design and Assessment","display_name":"A Technology Acceptance Model-Based Regression Analysis of Teachers' Perception and Utilization of Generative Artificial Intelligence Tools in Lesson Design and Assessment","publication_year":2026,"publication_date":"2026-04-01","ids":{"openalex":"https://openalex.org/W7202286334","doi":"https://doi.org/10.1109/ic4e69618.2026.11631416"},"language":"en","primary_location":{"id":"doi:10.1109/ic4e69618.2026.11631416","doi":"https://doi.org/10.1109/ic4e69618.2026.11631416","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ic4e69618.2026.11631416","pdf_url":null,"source":{"id":"https://openalex.org/S4306419369","display_name":"International Conference on e-Education, e-Business, e-Management and e-Learning","issn_l":null,"issn":null,"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 17th International Conference on E-Education, E-Business, E-Management and E-Learning (IC4e)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/ic4e69618.2026.11631416","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013421381","display_name":"Jeninah Christia Pulhin","orcid":"https://orcid.org/0009-0003-4427-3852","observed_orcids":["https://orcid.org/0009-0003-4427-3852"]},"institutions":[{"id":"https://openalex.org/I55285296","display_name":"UCSI University","ror":"https://ror.org/019787q29","country_code":"MY","type":"education","lineage":["https://openalex.org/I55285296"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Jeninah Christia B. Pulhin","raw_affiliation_strings":["UCSI University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCSI University","institution_ids":["https://openalex.org/I55285296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041191933","display_name":"Noelah Mae D Borbon","orcid":"https://orcid.org/0000-0002-4834-6313","observed_orcids":["https://orcid.org/0000-0002-4834-6313"]},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]},{"id":"https://openalex.org/I4405280284","display_name":"NU Lipa","ror":"https://ror.org/02q2c5775","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Noelah Mae D. Borbon","raw_affiliation_strings":["National University, Philippines, NU Lipa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University, Philippines, NU Lipa","institution_ids":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126123601","display_name":"Nina Rica I. Pesigan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]},{"id":"https://openalex.org/I4405280284","display_name":"NU Lipa","ror":"https://ror.org/02q2c5775","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Nina Rica Pesigan","raw_affiliation_strings":["National University, Philippines, NU Lipa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University, Philippines, NU Lipa","institution_ids":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125168931","display_name":"Bobby D. Buendia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]},{"id":"https://openalex.org/I4405280284","display_name":"NU Lipa","ror":"https://ror.org/02q2c5775","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Bobby Buendia","raw_affiliation_strings":["National University, Philippines, NU Lipa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University, Philippines, NU Lipa","institution_ids":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146990012","display_name":"Albien Bautista","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]},{"id":"https://openalex.org/I4405280284","display_name":"NU Lipa","ror":"https://ror.org/02q2c5775","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Albien Bautista","raw_affiliation_strings":["National University, Philippines, NU Lipa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University, Philippines, NU Lipa","institution_ids":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121785906","display_name":"Darwin C. Magpili","orcid":"https://orcid.org/0009-0001-5352-3273","observed_orcids":["https://orcid.org/0009-0001-5352-3273"]},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]},{"id":"https://openalex.org/I4405280284","display_name":"NU Lipa","ror":"https://ror.org/02q2c5775","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Darwin Magpili","raw_affiliation_strings":["National University, Philippines, NU Lipa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University, Philippines, NU Lipa","institution_ids":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5129777342","display_name":"Lorena Manimtim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]},{"id":"https://openalex.org/I4405280284","display_name":"NU Lipa","ror":"https://ror.org/02q2c5775","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Lorena Manimtim","raw_affiliation_strings":["National University, Philippines, NU Lipa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University, Philippines, NU Lipa","institution_ids":["https://openalex.org/I4210090490","https://openalex.org/I4405280284"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"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":null,"issue":null,"first_page":"717","last_page":"721"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9911999702453613,"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":0.9911999702453613,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.005200000014156103,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14182","display_name":"Technology-Enhanced Education Studies","score":0.0012000000569969416,"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/generative-ai","display_name":"generative AI","score":0.9549999833106995},{"id":"https://openalex.org/keywords/teacher-perceptions","display_name":"teacher perceptions","score":0.652999997138977},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"technology acceptance model","score":0.777999997138977},{"id":"https://openalex.org/keywords/perceived-usefulness","display_name":"perceived usefulness","score":0.8149999976158142},{"id":"https://openalex.org/keywords/perceived-ease-of-use","display_name":"perceived ease of use","score":0.9850000143051147},{"id":"https://openalex.org/keywords/ethical-issues","display_name":"ethical considerations","score":0.6460000276565552},{"id":"https://openalex.org/keywords/lesson-design","display_name":"lesson design","score":0.9039999842643738},{"id":"https://openalex.org/keywords/assessment","display_name":"assessment","score":0.671999990940094},{"id":"https://openalex.org/keywords/university-faculty","display_name":"university faculty","score":0.800000011920929},{"id":"https://openalex.org/keywords/ai-in-teaching","display_name":"AI in teaching","score":0.5830000042915344},{"id":"https://openalex.org/keywords/philippine-higher-education","display_name":"Philippine higher education","score":0.8889999985694885}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5543000102043152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5480999946594238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4690999984741211},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.39629998803138733},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3441999852657318},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33329999446868896},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.32030001282691956},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31790000200271606},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.311599999666214},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2624000012874603},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.2542000114917755}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic4e69618.2026.11631416","doi":"https://doi.org/10.1109/ic4e69618.2026.11631416","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ic4e69618.2026.11631416","pdf_url":null,"source":{"id":"https://openalex.org/S4306419369","display_name":"International Conference on e-Education, e-Business, e-Management and e-Learning","issn_l":null,"issn":null,"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 17th International Conference on E-Education, E-Business, E-Management and E-Learning (IC4e)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/ic4e69618.2026.11631416","doi":"https://doi.org/10.1109/ic4e69618.2026.11631416","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ic4e69618.2026.11631416","pdf_url":null,"source":{"id":"https://openalex.org/S4306419369","display_name":"International Conference on e-Education, e-Business, e-Management and e-Learning","issn_l":null,"issn":null,"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 17th International Conference on E-Education, E-Business, E-Management and E-Learning (IC4e)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":1.0,"display_name":"Quality education"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1791587663","https://openalex.org/W4307820782","https://openalex.org/W4392783116","https://openalex.org/W4393358204","https://openalex.org/W4396707866","https://openalex.org/W4398243313","https://openalex.org/W4400303159","https://openalex.org/W4400420448","https://openalex.org/W4401253689","https://openalex.org/W4403422104","https://openalex.org/W4403727201","https://openalex.org/W4404671978","https://openalex.org/W4406818641","https://openalex.org/W4406917169","https://openalex.org/W4407142103","https://openalex.org/W4407951611","https://openalex.org/W4408656469","https://openalex.org/W4411452249","https://openalex.org/W4411551676","https://openalex.org/W4413873164","https://openalex.org/W7117975524","https://openalex.org/W7129065937"],"related_works":["https://openalex.org/W7203872539","https://openalex.org/W7202244459","https://openalex.org/W4409474406","https://openalex.org/W7202247991","https://openalex.org/W4416069250","https://openalex.org/W7125600092","https://openalex.org/W7206987352","https://openalex.org/W7203662503","https://openalex.org/W7213226730","https://openalex.org/W7171411086"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigated":[2],"teachers'":[3,136],"perception":[4,120],"and":[5,15,40,58,76,92,98,106,111,121,138],"utilization":[6,103,122],"of":[7,35,47,95,129],"generative":[8,48],"artificial-intelligence":[9],"(AI)":[10],"tools":[11,97],"in":[12,50,140],"lesson":[13,125],"design":[14,55,110],"assessment":[16,107,112],"within":[17],"Philippine":[18],"higher-education":[19],"institutions.":[20],"The":[21],"study":[22],"adopted":[23],"the":[24,44,90,130],"Technology":[25],"Acceptance":[26],"Model":[27],"(TAM)":[28],"to":[29],"examine":[30],"how":[31],"perceived":[32],"usefulness,":[33],"ease":[34],"use,":[36,39],"attitude":[37],"toward":[38],"ethical":[41,93],"concerns":[42],"influence":[43],"actual":[45],"use":[46],"AI":[49,96,141],"instructional":[51],"contexts.":[52],"A":[53],"descriptive-correlational":[54],"was":[56],"employed,":[57],"data":[59],"were":[60,79,113],"collected":[61],"from":[62],"384":[63],"faculty":[64],"members":[65],"through":[66],"a":[67],"validated":[68],"self-administered":[69],"online":[70],"questionnaire.":[71],"Descriptive":[72],"statistics,":[73],"Pearson":[74],"correlation,":[75],"multiple":[77],"regression":[78],"applied":[80],"for":[81,104],"analysis.":[82],"Results":[83],"indicated":[84],"that":[85,119,135],"teachers":[86],"generally":[87],"agreed":[88,100],"on":[89,101],"usefulness":[91],"integration":[94],"strongly":[99,142],"their":[102],"teaching":[105],"tasks.":[108],"Lesson":[109],"positively":[114],"affected.":[115],"Regression":[116],"analysis":[117],"revealed":[118],"significantly":[123],"predicted":[124],"outcomes,":[126],"explaining":[127],"86.6%":[128],"variance.":[131],"These":[132],"findings":[133],"highlight":[134],"beliefs":[137],"confidence":[139],"drive":[143],"effective":[144],"pedagogical":[145],"integration.":[146]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-08-13T00:00:00"}