{"id":"https://openalex.org/W2999017558","doi":"https://doi.org/10.1109/access.2020.2966179","title":"Continuance Intentions to Use Gamification for Training in Higher Education: Integrating the Technology Acceptance Model (TAM), Social Motivation, and Task Technology Fit (TTF)","display_name":"Continuance Intentions to Use Gamification for Training in Higher Education: Integrating the Technology Acceptance Model (TAM), Social Motivation, and Task Technology Fit (TTF)","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2999017558","doi":"https://doi.org/10.1109/access.2020.2966179","mag":"2999017558"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2966179","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2966179","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08957115.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08957115.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033970499","display_name":"Vanye Zira Vanduhe","orcid":null},"institutions":[{"id":"https://openalex.org/I16197041","display_name":"Cyprus International University","ror":"https://ror.org/04mk5mk38","country_code":"CY","type":"education","lineage":["https://openalex.org/I16197041"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Vanye Zira Vanduhe","raw_affiliation_strings":["Management Information Systems Department, School of Applied Science, Cyprus International University, Nicosia, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-9664-5265","affiliations":[{"raw_affiliation_string":"Management Information Systems Department, School of Applied Science, Cyprus International University, Nicosia, Turkey","institution_ids":["https://openalex.org/I16197041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075048823","display_name":"M\u00fcesser Nat","orcid":"https://orcid.org/0000-0002-1539-3586"},"institutions":[{"id":"https://openalex.org/I16197041","display_name":"Cyprus International University","ror":"https://ror.org/04mk5mk38","country_code":"CY","type":"education","lineage":["https://openalex.org/I16197041"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Muesser Nat","raw_affiliation_strings":["Management Information Systems Department, School of Applied Science, Cyprus International University, Nicosia, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-1539-3586","affiliations":[{"raw_affiliation_string":"Management Information Systems Department, School of Applied Science, Cyprus International University, Nicosia, Turkey","institution_ids":["https://openalex.org/I16197041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007953950","display_name":"Hasan Fahmi Hasan","orcid":null},"institutions":[{"id":"https://openalex.org/I1294182474","display_name":"Cihan University-Erbil","ror":"https://ror.org/03hevjm30","country_code":"IQ","type":"education","lineage":["https://openalex.org/I1294182474"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Hasan Fahmi Hasan","raw_affiliation_strings":["Faculty of Engineering, Cihan University, Erbil, Iraq"],"raw_orcid":"https://orcid.org/0000-0001-6095-5560","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Cihan University, Erbil, Iraq","institution_ids":["https://openalex.org/I1294182474"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033970499"],"corresponding_institution_ids":["https://openalex.org/I16197041"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":63.8883,"has_fulltext":true,"cited_by_count":247,"citation_normalized_percentile":{"value":0.9985563,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"21473","last_page":"21484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9990000128746033,"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":0.9990000128746033,"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/T11400","display_name":"Motivation and Self-Concept in Sports","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/continuance","display_name":"Continuance","score":0.8935538530349731},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6536107063293457},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.5909032225608826},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5673662424087524},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"Technology acceptance model","score":0.5504738092422485},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5467329621315002},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5118350386619568},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.5039083361625671},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4695383310317993},{"id":"https://openalex.org/keywords/enthusiasm","display_name":"Enthusiasm","score":0.4694497287273407},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.43229275941848755},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.40178728103637695},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.18632930517196655},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11447149515151978},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.09543108940124512}],"concepts":[{"id":"https://openalex.org/C2780081655","wikidata":"https://www.wikidata.org/wiki/Q763365","display_name":"Continuance","level":2,"score":0.8935538530349731},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6536107063293457},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.5909032225608826},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5673662424087524},{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.5504738092422485},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5467329621315002},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5118350386619568},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.5039083361625671},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4695383310317993},{"id":"https://openalex.org/C2781354396","wikidata":"https://www.wikidata.org/wiki/Q840407","display_name":"Enthusiasm","level":2,"score":0.4694497287273407},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.43229275941848755},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40178728103637695},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18632930517196655},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11447149515151978},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.09543108940124512},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2966179","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2966179","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08957115.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:75bb1c6d22a2493481e49550e69bf754","is_oa":true,"landing_page_url":"https://doaj.org/article/75bb1c6d22a2493481e49550e69bf754","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 21473-21484 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2966179","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2966179","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08957115.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2999017558.pdf","grobid_xml":"https://content.openalex.org/works/W2999017558.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W79674938","https://openalex.org/W1410719325","https://openalex.org/W1436589908","https://openalex.org/W1515789504","https://openalex.org/W1587451402","https://openalex.org/W1737681184","https://openalex.org/W1970896857","https://openalex.org/W1987258130","https://openalex.org/W2006296389","https://openalex.org/W2013447237","https://openalex.org/W2046349551","https://openalex.org/W2065798333","https://openalex.org/W2070308417","https://openalex.org/W2078158943","https://openalex.org/W2098481455","https://openalex.org/W2102895608","https://openalex.org/W2116578868","https://openalex.org/W2122912498","https://openalex.org/W2124621753","https://openalex.org/W2157571399","https://openalex.org/W2187022131","https://openalex.org/W2214098284","https://openalex.org/W2243289028","https://openalex.org/W2280298703","https://openalex.org/W2509512084","https://openalex.org/W2527680470","https://openalex.org/W2547364233","https://openalex.org/W2553874948","https://openalex.org/W2568985010","https://openalex.org/W2597895674","https://openalex.org/W2619597416","https://openalex.org/W2624509573","https://openalex.org/W2739069361","https://openalex.org/W2756598121","https://openalex.org/W2766447205","https://openalex.org/W2772681210","https://openalex.org/W2780412575","https://openalex.org/W2785392386","https://openalex.org/W2788587343","https://openalex.org/W2796276470","https://openalex.org/W2805853447","https://openalex.org/W2807348775","https://openalex.org/W2807805230","https://openalex.org/W2808963499","https://openalex.org/W2885407332","https://openalex.org/W2886381974","https://openalex.org/W2890892752","https://openalex.org/W2897508036","https://openalex.org/W2954044992","https://openalex.org/W6603156985","https://openalex.org/W6637437202","https://openalex.org/W6686886873","https://openalex.org/W6748290488"],"related_works":["https://openalex.org/W2151328441","https://openalex.org/W2392738674","https://openalex.org/W2390409831","https://openalex.org/W2296672062","https://openalex.org/W2181838399","https://openalex.org/W4200151177","https://openalex.org/W2046492287","https://openalex.org/W2959583403","https://openalex.org/W2130637816","https://openalex.org/W2604550836"],"abstract_inverted_index":{"Despite":[0],"the":[1,36,72,109,117,125,137,140,146,151,155,174,187,231],"public":[2],"enthusiasm":[3],"for":[4,7,16,42,116,124,157,181],"gamification":[5,9,41,86,152],"training":[6,18],"employees,":[8],"is":[10,65,82,91],"not":[11],"yet":[12],"been":[13],"fully":[14],"incorporated":[15],"instructor":[17],"in":[19,45,105,108,161],"universities.":[20],"Previous":[21],"studies":[22],"have":[23,236],"examine":[24,85,94],"factors":[25],"that":[26,33],"improves":[27],"employee":[28,37],"participation,":[29],"motivation":[30,90],"and":[31,55,77,98,127,169,197,213,233,245],"engagement":[32],"leads":[34],"to":[35,39,84,93,135,144,173,177],"intentions":[38,176],"use":[40,178,217],"training.":[43],"Therefore,":[44],"this":[46,162],"study,":[47],"task":[48,73],"technology":[49,74],"fit":[50,75],"(TTF),":[51],"social":[52,78,89,95,99,190,198,209,211,234],"motivations":[53],"(SM)":[54],"knowledge":[56,147],"gain":[57,148],"from":[58,149],"using":[59,150],"gamifiction":[60],"were":[61,103,114,122,133,142],"investigated.":[62],"The":[63,80],"TAM":[64,138],"enhanced":[66],"with":[67],"other":[68],"factors;":[69],"such":[70],"as":[71],"(TTF)":[76],"motivation.":[79],"TTF":[81,221,232],"used":[83,92,115,123,143],"utility,":[87],"while":[88,139],"influence":[96,199,235],"(SI)":[97],"recognition":[100],"(SR).":[101],"Data":[102],"collected":[104],"two":[106],"phases,":[107],"first":[110],"phase":[111],"375":[112],"data":[113,121],"TAM,":[118],"secondly,":[119],"31":[120],"pre":[126],"posttest.":[128],"A":[129],"structural":[130],"equation":[131],"model":[132],"presented":[134],"test":[136],"t-test":[141],"study":[145],"system.":[153],"However,":[154],"foundation":[156],"understanding":[158],"instructors'":[159],"behavior":[160],"study's":[163],"context":[164],"are:":[165],"(1)":[166],"perceived":[167,184,193,214,224,241],"usefulness":[168,185],"attitudes":[170],"are":[171,218,248],"crucial":[172],"continuance":[175,201,206],"gamified":[179],"Moodle":[180],"training;":[182],"(2)":[183],"mediates":[186],"relationships":[188],"among":[189],"recognition,":[191,210],"TTF,":[192,208],"ease":[194,215,225],"of":[195,216,226],"use,":[196],"on":[200,240],"intentions;":[202],"(3)":[203],"when":[204],"predicting":[205],"intentions,":[207],"influence,":[212],"vital;":[219],"(4)":[220],"positively":[222],"affects":[223],"use;":[227],"and,":[228],"unexpectedly,":[229],"(5)":[230],"no":[237],"significant":[238],"effects":[239],"usefulness.":[242],"Detailed":[243],"results":[244],"educational":[246],"implications":[247],"discussed.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":67},{"year":2023,"cited_by_count":64},{"year":2022,"cited_by_count":35},{"year":2021,"cited_by_count":32},{"year":2020,"cited_by_count":8},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
