{"id":"https://openalex.org/W7155190969","doi":"https://doi.org/10.22804/kjep.2022.19.2.001","title":"The effect of COVID-19 pandemic on university education: Adoption of e-learning and testing the technology acceptance model","display_name":"The effect of COVID-19 pandemic on university education: Adoption of e-learning and testing the technology acceptance model","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W7155190969","doi":"https://doi.org/10.22804/kjep.2022.19.2.001"},"language":"en","primary_location":{"id":"pmh:oai:doaj.org/article:5b261c4776834c709da8f21031a9edfc","doi":"https://doi.org/10.22804/kjep.2022.19.2.001","is_oa":true,"landing_page_url":"https://doaj.org/article/5b261c4776834c709da8f21031a9edfc","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,"listed_in":[],"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":"KEDI Journal of Educational Policy, Vol 19, Iss 2, Pp 3-25 (2022)","raw_type":"article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doaj.org/article/5b261c4776834c709da8f21031a9edfc","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003283735","display_name":"Bahar Akin","orcid":"https://orcid.org/0009-0007-9597-3444","observed_orcids":["https://orcid.org/0009-0007-9597-3444"]},"institutions":[{"id":"https://openalex.org/I2802529618","display_name":"Istanbul Topkapi University","ror":"https://ror.org/00g241p78","country_code":"TR","type":"education","lineage":["https://openalex.org/I2802529618"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bahar Ak\u0131n","raw_affiliation_strings":["Topkap\u0131 University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Topkap\u0131 University, Turkey","institution_ids":["https://openalex.org/I2802529618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086770245","display_name":"Hasan Boztoprak","orcid":"https://orcid.org/0000-0002-7560-367X","observed_orcids":["https://orcid.org/0000-0002-7560-367X"]},"institutions":[{"id":"https://openalex.org/I8666313","display_name":"Beykent University","ror":"https://ror.org/03dcvf827","country_code":"TR","type":"education","lineage":["https://openalex.org/I8666313"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hasan Boztoprak","raw_affiliation_strings":["Beykent University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beykent University, Turkey","institution_ids":["https://openalex.org/I8666313"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069985822","display_name":"Y\u0131ld\u0131z Y\u0131lmaz G\u00fczey","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I8666313","display_name":"Beykent University","ror":"https://ror.org/03dcvf827","country_code":"TR","type":"education","lineage":["https://openalex.org/I8666313"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Y\u0131ld\u0131z Y\u0131lmaz Guzey","raw_affiliation_strings":["Beykent University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beykent University, Turkey","institution_ids":["https://openalex.org/I8666313"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056447498","display_name":"Murat S\u00fcsl\u00fc","orcid":"https://orcid.org/0000-0002-3698-8634","observed_orcids":["https://orcid.org/0000-0002-3698-8634"]},"institutions":[{"id":"https://openalex.org/I8666313","display_name":"Beykent University","ror":"https://ror.org/03dcvf827","country_code":"TR","type":"education","lineage":["https://openalex.org/I8666313"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Murat S\u00fcsl\u00fc","raw_affiliation_strings":["Beykent University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beykent University, Turkey","institution_ids":["https://openalex.org/I8666313"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0947,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.37982854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9312000274658203,"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"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9312000274658203,"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/T13084","display_name":"Education during COVID-19 pandemic","score":0.02539999969303608,"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/T12395","display_name":"Educational Innovations and Technology","score":0.023800000548362732,"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/covid-19","display_name":"COVID-19 pandemic","score":0.996999979019165},{"id":"https://openalex.org/keywords/e-learning-adoption","display_name":"e-learning adoption","score":0.9679999947547913},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.8399999737739563},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"technology acceptance model","score":0.9070000052452087},{"id":"https://openalex.org/keywords/distance-education","display_name":"distance education","score":0.7599999904632568},{"id":"https://openalex.org/keywords/perceived-ease-of-use","display_name":"perceived ease of use","score":0.9760000109672546},{"id":"https://openalex.org/keywords/perceived-usefulness","display_name":"perceived usefulness","score":1.0},{"id":"https://openalex.org/keywords/compatibility","display_name":"compatibility","score":0.9480000138282776},{"id":"https://openalex.org/keywords/attitudes","display_name":"attitudes","score":0.5580000281333923},{"id":"https://openalex.org/keywords/intention-to-use","display_name":"intention to use","score":0.968999981880188}],"concepts":[{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.8748999834060669},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7541000247001648},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.6241000294685364},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5202999711036682},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.42989999055862427},{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.42800000309944153},{"id":"https://openalex.org/C163355716","wikidata":"https://www.wikidata.org/wiki/Q2154783","display_name":"Risk perception","level":3,"score":0.4133000075817108},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3732999861240387},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3450999855995178},{"id":"https://openalex.org/C131377759","wikidata":"https://www.wikidata.org/wiki/Q322514","display_name":"Acceptance testing","level":2,"score":0.33329999446868896},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.32600000500679016},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.31929999589920044},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.29809999465942383},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.29580000042915344},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.29420000314712524},{"id":"https://openalex.org/C40722632","wikidata":"https://www.wikidata.org/wiki/Q5160137","display_name":"Confirmatory factor analysis","level":3,"score":0.25360000133514404}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:doaj.org/article:5b261c4776834c709da8f21031a9edfc","doi":"https://doi.org/10.22804/kjep.2022.19.2.001","is_oa":true,"landing_page_url":"https://doaj.org/article/5b261c4776834c709da8f21031a9edfc","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,"listed_in":[],"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":"KEDI Journal of Educational Policy, Vol 19, Iss 2, Pp 3-25 (2022)","raw_type":"article"},{"id":"pmh:oai:earsiv.beykent.edu.tr:20.500.12662/3801","doi":"https://doi.org/10.22804/kjep.2022.19.2.001","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12662/3801","pdf_url":null,"source":{"id":"https://openalex.org/S7407055172","display_name":"Beykent University Repository","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":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:doaj.org/article:5b261c4776834c709da8f21031a9edfc","doi":"https://doi.org/10.22804/kjep.2022.19.2.001","is_oa":true,"landing_page_url":"https://doaj.org/article/5b261c4776834c709da8f21031a9edfc","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,"listed_in":[],"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":"KEDI Journal of Educational Policy, Vol 19, Iss 2, Pp 3-25 (2022)","raw_type":"article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.8278999924659729},{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5683000087738037}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4376648209","https://openalex.org/W7138966071","https://openalex.org/W4321122493","https://openalex.org/W4307086484","https://openalex.org/W4414028455","https://openalex.org/W3194063435","https://openalex.org/W4391619564","https://openalex.org/W4213192515","https://openalex.org/W4382698554","https://openalex.org/W3159166245"],"abstract_inverted_index":{"This":[0],"study":[1],"aims":[2],"to":[3,21,30,41,76,87,125],"investigate":[4],"the":[5,8,17,23,26,36,44,64,110],"factors":[6,24],"affecting":[7,25],"acceptance":[9],"of":[10,46,90,102,112,115],"e-learning":[11,32,47],"among":[12],"university":[13,50,57],"students,":[14],"especially":[15],"during":[16,63],"COVID-19":[18],"pandemic,":[19],"and":[20,66,72,92,104,121],"reveal":[22,109],"reasons":[27],"for":[28],"students":[29,58],"use":[31,91,103],"systems.":[33],"We":[34,52],"adopted":[35],"Technology":[37],"Acceptance":[38],"Model":[39],"(TAM)":[40],"understand":[42],"better":[43],"adoption":[45],"systems":[48],"by":[49,99],"students.":[51],"gathered":[53],"data":[54],"from":[55],"716":[56],"who":[59],"received":[60],"distance":[61],"education":[62],"pandemic":[65],"used":[67],"SPSS":[68],"22.0,":[69],"AMOS":[70],"22.0":[71],"SmartPLS":[73],"3.3":[74],"software":[75],"perform":[77],"statistical":[78],"analyses.":[79],"The":[80,107],"findings":[81],"indicate":[82],"that":[83],"compatibility":[84,122],"is":[85,97],"related":[86],"perceived":[88,93,100,105,113,117],"ease":[89,101,114],"usefulness.":[94,106],"Moreover,":[95],"attitude":[96],"influenced":[98],"results":[108],"importance":[111],"use,":[116],"usefulness,":[118],"self-learning":[119],"necessity,":[120],"on":[123],"intention":[124],"use.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-04-23T00:00:00"}
