{"id":"https://openalex.org/W4285088904","doi":"https://doi.org/10.1080/0144929x.2022.2099297","title":"Often asserted, never confirmed: the role of attitude in the acceptance of mandatory technology use, let\u2019s settle this question statistically for LMS use in the educational context","display_name":"Often asserted, never confirmed: the role of attitude in the acceptance of mandatory technology use, let\u2019s settle this question statistically for LMS use in the educational context","publication_year":2022,"publication_date":"2022-07-12","ids":{"openalex":"https://openalex.org/W4285088904","doi":"https://doi.org/10.1080/0144929x.2022.2099297"},"language":"en","primary_location":{"id":"doi:10.1080/0144929x.2022.2099297","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0144929x.2022.2099297","pdf_url":null,"source":{"id":"https://openalex.org/S123849098","display_name":"Behaviour and Information Technology","issn_l":"0144-929X","issn":["0144-929X","1362-3001"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Behaviour & Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077369310","display_name":"Hager Khechine","orcid":"https://orcid.org/0000-0002-2043-0265"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hager Khechine","raw_affiliation_strings":["Dept. of Management Information Systems, Universit\u00e9 Laval, Qu\u00e9bec, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2043-0265","affiliations":[{"raw_affiliation_string":"Dept. of Management Information Systems, Universit\u00e9 Laval, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000057661","display_name":"Beno\u00eet Raymond","orcid":null},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Beno\u00eet Raymond","raw_affiliation_strings":["Dept. of Management Information Systems, Universit\u00e9 Laval, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Management Information Systems, Universit\u00e9 Laval, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019628420","display_name":"Sawsen Lakhal","orcid":"https://orcid.org/0000-0002-3914-3688"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sawsen Lakhal","raw_affiliation_strings":["Faculty of Education, Universit\u00e9 de Sherbrooke, Sherbrooke, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Education, Universit\u00e9 de Sherbrooke, Sherbrooke, Canada","institution_ids":["https://openalex.org/I135117807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077369310"],"corresponding_institution_ids":["https://openalex.org/I43406934"],"apc_list":null,"apc_paid":null,"fwci":4.1952,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94698734,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"42","issue":"11","first_page":"1801","last_page":"1817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9995999932289124,"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":0.9995999932289124,"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/T12028","display_name":"Knowledge Management and Sharing","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/unified-theory-of-acceptance-and-use-of-technology","display_name":"Unified theory of acceptance and use of technology","score":0.9037803411483765},{"id":"https://openalex.org/keywords/expectancy-theory","display_name":"Expectancy theory","score":0.8723905086517334},{"id":"https://openalex.org/keywords/mediation","display_name":"Mediation","score":0.7191710472106934},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7030829787254333},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.663862407207489},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"Technology acceptance model","score":0.5776796340942383},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5727766752243042},{"id":"https://openalex.org/keywords/social-influence","display_name":"Social influence","score":0.5525404214859009},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.5107641220092773},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3615201711654663},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3473396897315979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.17681702971458435},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.13724541664123535},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12508061528205872},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.12397259473800659},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08635106682777405}],"concepts":[{"id":"https://openalex.org/C2780346085","wikidata":"https://www.wikidata.org/wiki/Q7884986","display_name":"Unified theory of acceptance and use of technology","level":3,"score":0.9037803411483765},{"id":"https://openalex.org/C188353592","wikidata":"https://www.wikidata.org/wiki/Q450586","display_name":"Expectancy theory","level":2,"score":0.8723905086517334},{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.7191710472106934},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7030829787254333},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.663862407207489},{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.5776796340942383},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5727766752243042},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.5525404214859009},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.5107641220092773},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3615201711654663},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3473396897315979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.17681702971458435},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13724541664123535},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12508061528205872},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.12397259473800659},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08635106682777405},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/0144929x.2022.2099297","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0144929x.2022.2099297","pdf_url":null,"source":{"id":"https://openalex.org/S123849098","display_name":"Behaviour and Information Technology","issn_l":"0144-929X","issn":["0144-929X","1362-3001"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Behaviour & Information Technology","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tbitxx:v:42:y:2023:i:11:p:1801-1817","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/0144929X.2022.2099297","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W31286121","https://openalex.org/W849386791","https://openalex.org/W1488837022","https://openalex.org/W1593918614","https://openalex.org/W1995815872","https://openalex.org/W1999371986","https://openalex.org/W2019760021","https://openalex.org/W2029956739","https://openalex.org/W2033943395","https://openalex.org/W2046492287","https://openalex.org/W2056971988","https://openalex.org/W2061734925","https://openalex.org/W2063129520","https://openalex.org/W2066384970","https://openalex.org/W2068088992","https://openalex.org/W2074932610","https://openalex.org/W2083495577","https://openalex.org/W2100379340","https://openalex.org/W2101780042","https://openalex.org/W2120115642","https://openalex.org/W2131568786","https://openalex.org/W2145744533","https://openalex.org/W2152065842","https://openalex.org/W2154423338","https://openalex.org/W2168569455","https://openalex.org/W2218975180","https://openalex.org/W2257328618","https://openalex.org/W2346040952","https://openalex.org/W2417760852","https://openalex.org/W2419563342","https://openalex.org/W2498677278","https://openalex.org/W2605362225","https://openalex.org/W2610588987","https://openalex.org/W2622458265","https://openalex.org/W2765892625","https://openalex.org/W2765949862","https://openalex.org/W2884490009","https://openalex.org/W2903296859","https://openalex.org/W2922410895","https://openalex.org/W2938610232","https://openalex.org/W2966486455","https://openalex.org/W2980462479","https://openalex.org/W3005988318","https://openalex.org/W3039145092","https://openalex.org/W3087094992","https://openalex.org/W3108789059","https://openalex.org/W3122877168","https://openalex.org/W3125148699","https://openalex.org/W3125790993","https://openalex.org/W3125976894","https://openalex.org/W3132859330","https://openalex.org/W3134269582","https://openalex.org/W3175073208","https://openalex.org/W3184620942","https://openalex.org/W4212838134","https://openalex.org/W4234942209","https://openalex.org/W4239412360","https://openalex.org/W4240627014","https://openalex.org/W4250041251","https://openalex.org/W4292811746"],"related_works":["https://openalex.org/W3203988261","https://openalex.org/W4367187157","https://openalex.org/W2946465479","https://openalex.org/W3167720024","https://openalex.org/W2912196981","https://openalex.org/W2075359942","https://openalex.org/W2261122642","https://openalex.org/W3136018819","https://openalex.org/W3007610606","https://openalex.org/W3187717848"],"abstract_inverted_index":{"The":[0],"objective":[1,41,79],"of":[2,11,22,26,33,36,55,72,75,88,91,101,134,147,184,190],"this":[3,40,78],"research":[4,45],"is":[5],"to":[6,42,83,97,105],"evaluate":[7],"statistically":[8],"the":[9,12,19,31,47,53,62,70,85,89,99,131,148,151,160,182],"role":[10,54,90],"attitude":[13,56,92,143],"variable":[14,162],"as":[15,187],"a":[16,126,135,188],"mediator":[17],"in":[18,30,50,57,69,93,122],"unified":[20],"theory":[21],"acceptance":[23,59,67,94,192],"and":[24,61,96,109,156,159,172,193,197],"use":[25,35,74,133],"technology":[27,58,191],"(UTAUT)":[28],"model":[29],"context":[32,71],"mandatory":[34,73,132],"technology.":[37,76],"We":[38,178],"chose":[39],"address":[43,84],"two":[44],"gaps:":[46],"prevailing":[48],"divide":[49],"opinions":[51],"about":[52],"models":[60,68],"contradictory":[63],"results":[64],"obtained":[65],"by":[66],"Achieving":[77],"will":[80],"enable":[81],"us":[82],"perennial":[86],"question":[87,181],"literature":[95],"assess":[98],"boundaries":[100],"UTAUT,":[102],"thus":[103],"contributing":[104],"its":[106,113],"continued":[107],"development":[108],"providing":[110],"guidance":[111],"for":[112,169,175],"evolution.":[114],"Data":[115],"were":[116],"collected":[117],"from":[118],"475":[119],"students":[120],"enrolled":[121],"online":[123],"courses":[124],"at":[125],"Canadian":[127],"university":[128],"that":[129,142],"required":[130],"learning":[136],"management":[137],"system":[138],"(LMS).":[139],"Results":[140],"show":[141],"exerts":[144],"full":[145],"mediation":[146,166],"relationships":[149],"between":[150],"independent":[152],"variables":[153],"performance":[154],"expectancy":[155,158],"effort":[157],"dependent":[161],"behavioural":[163,185],"intention.":[164],"This":[165],"becomes":[167],"partial":[168],"facilitating":[170],"conditions":[171],"fades":[173],"out":[174],"social":[176],"influence.":[177],"call":[179],"into":[180],"relevance":[183],"intention":[186],"measure":[189],"present":[194],"theoretical":[195],"contributions":[196],"practical":[198],"recommendations.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}