{"id":"https://openalex.org/W2948881365","doi":"https://doi.org/10.3390/info10060198","title":"Investigating Users\u2019 Continued Usage Intentions of Online Learning Applications","display_name":"Investigating Users\u2019 Continued Usage Intentions of Online Learning Applications","publication_year":2019,"publication_date":"2019-06-04","ids":{"openalex":"https://openalex.org/W2948881365","doi":"https://doi.org/10.3390/info10060198","mag":"2948881365"},"language":"en","primary_location":{"id":"doi:10.3390/info10060198","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info10060198","pdf_url":"https://www.mdpi.com/2078-2489/10/6/198/pdf?version=1561428518","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/10/6/198/pdf?version=1561428518","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109969993","display_name":"Zhi Gang Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Ji","raw_affiliation_strings":["Department of Safety and Security, Huzhou University, Huzhou 313000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Safety and Security, Huzhou University, Huzhou 313000, China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100647434","display_name":"Zhenhua Yang","orcid":"https://orcid.org/0000-0002-7086-0300"},"institutions":[{"id":"https://openalex.org/I181679659","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I181679659"]},{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenhua Yang","raw_affiliation_strings":["Business School, Huzhou University, Huzhou 313000, China","School of Information Management Engineering, Shanghai University of Finance and Economics, Shanghai 200086, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Huzhou University, Huzhou 313000, China","institution_ids":["https://openalex.org/I3018263800"]},{"raw_affiliation_string":"School of Information Management Engineering, Shanghai University of Finance and Economics, Shanghai 200086, China","institution_ids":["https://openalex.org/I181679659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100333047","display_name":"Jian-Guo Liu","orcid":"https://orcid.org/0000-0002-5641-0266"},"institutions":[{"id":"https://openalex.org/I181679659","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I181679659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianguo Liu","raw_affiliation_strings":["Data Science and Cloud Service Research Centre, Shanghai University of Finance and Economics, Shanghai 200086, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science and Cloud Service Research Centre, Shanghai University of Finance and Economics, Shanghai 200086, China","institution_ids":["https://openalex.org/I181679659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101664592","display_name":"Changrui Yu","orcid":"https://orcid.org/0000-0003-2645-5890"},"institutions":[{"id":"https://openalex.org/I181679659","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I181679659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changrui Yu","raw_affiliation_strings":["School of Information Management Engineering, Shanghai University of Finance and Economics, Shanghai 200086, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management Engineering, Shanghai University of Finance and Economics, Shanghai 200086, China","institution_ids":["https://openalex.org/I181679659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100647434"],"corresponding_institution_ids":["https://openalex.org/I181679659","https://openalex.org/I3018263800"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":5.9383,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.96836642,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"10","issue":"6","first_page":"198","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9997000098228455,"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":0.9997000098228455,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9908999800682068,"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"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.9731000065803528,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.8890795707702637},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"Technology acceptance model","score":0.8117780685424805},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.7016252279281616},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.5066826939582825},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.489376962184906},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44461068511009216},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42742520570755005},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3932368755340576},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.339731365442276},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.20203301310539246},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07732614874839783}],"concepts":[{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.8890795707702637},{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.8117780685424805},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.7016252279281616},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.5066826939582825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.489376962184906},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44461068511009216},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42742520570755005},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3932368755340576},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.339731365442276},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.20203301310539246},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07732614874839783},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info10060198","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info10060198","pdf_url":"https://www.mdpi.com/2078-2489/10/6/198/pdf?version=1561428518","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d2a328692f83417893b5a6ac92e18493","is_oa":true,"landing_page_url":"https://doaj.org/article/d2a328692f83417893b5a6ac92e18493","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,"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":"Information, Vol 10, Iss 6, p 198 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/10/6/198/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/info10060198","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info10060198","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info10060198","pdf_url":"https://www.mdpi.com/2078-2489/10/6/198/pdf?version=1561428518","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2888305840","display_name":null,"funder_award_id":"2017110357","funder_id":"https://openalex.org/F4320324781","funder_display_name":"Shanghai University of Finance and Economics"}],"funders":[{"id":"https://openalex.org/F4320324781","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948881365.pdf","grobid_xml":"https://content.openalex.org/works/W2948881365.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W162912800","https://openalex.org/W948522260","https://openalex.org/W1480415088","https://openalex.org/W1496533776","https://openalex.org/W1503436739","https://openalex.org/W1576560608","https://openalex.org/W1606169904","https://openalex.org/W1668362223","https://openalex.org/W1791587663","https://openalex.org/W1966507579","https://openalex.org/W1980569376","https://openalex.org/W1990044698","https://openalex.org/W2016029582","https://openalex.org/W2018715879","https://openalex.org/W2081428746","https://openalex.org/W2099697766","https://openalex.org/W2100379340","https://openalex.org/W2100408980","https://openalex.org/W2108644943","https://openalex.org/W2112042732","https://openalex.org/W2126512988","https://openalex.org/W2147307034","https://openalex.org/W2150376909","https://openalex.org/W2166982098","https://openalex.org/W2168569455","https://openalex.org/W2285016219","https://openalex.org/W2287207173","https://openalex.org/W2338713893","https://openalex.org/W2547364233","https://openalex.org/W2605176309","https://openalex.org/W2771736992","https://openalex.org/W2805139901","https://openalex.org/W2916815049","https://openalex.org/W3125976894","https://openalex.org/W4285719527","https://openalex.org/W6606563214","https://openalex.org/W6655335128","https://openalex.org/W6681754669","https://openalex.org/W6682416952","https://openalex.org/W6759325246"],"related_works":["https://openalex.org/W2024934382","https://openalex.org/W2303173273","https://openalex.org/W2429057255","https://openalex.org/W2187546663","https://openalex.org/W2296672062","https://openalex.org/W2181838399","https://openalex.org/W2130637816","https://openalex.org/W2046492287","https://openalex.org/W2959583403","https://openalex.org/W2604550836"],"abstract_inverted_index":{"Understanding":[0],"users\u2019":[1,23,37,181,203],"continued":[2,38,182,204],"usage":[3,24,39,183,205],"intentions":[4,25,40,184,206],"for":[5,11,242,248],"online":[6,12,27,42,77,118,150,186,208,226,252],"learning":[7,28,43,78,119,151,187,209,227,253],"applications":[8,29,44],"is":[9,110,143,175],"significant":[10,113],"education.":[13],"In":[14,189],"this":[15],"paper,":[16],"we":[17],"explore":[18],"a":[19,221],"scale":[20],"to":[21,75,114,146,180,201,214],"measure":[22],"of":[26,41,90,101,117,135,149,167,185,207,251],"and":[30,57,87,104,125,137,153,157,169,196,231,237,245],"empirically":[31],"investigate":[32],"the":[33,51,58,63,95,111,115,131,147,161,191,202,215,249],"factors":[34],"that":[35,66,80,108,121,141,154,173],"influence":[36,85],"based":[45],"on":[46],"275":[47],"participant":[48],"data.":[49],"Using":[50],"extended":[52],"Technology":[53],"Acceptance":[54],"Model":[55],"(TAM)":[56],"Structural":[59],"Equation":[60],"Modelling":[61],"(SEM),":[62],"results":[64,232],"show":[65],"males":[67],"or":[68],"users":[69],"off":[70],"campus":[71],"are":[72,199],"more":[73,144,176],"likely":[74],"use":[76,91],"applications;":[79,120,152],"system":[81],"characteristics":[82],"(SC),":[83],"social":[84],"(SI),":[86],"perceived":[88,96,194],"ease":[89],"(PEOU)":[92],"positively":[93,129,159],"affect":[94,130,160],"usefulness":[97],"(PU),":[98],"with":[99,133,165,220,239],"coefficients":[100,134,166],"0.74,":[102],"0.23,":[103],"0.04,":[105],"which":[106,139,171],"imply":[107],"SC":[109],"most":[112],"PU":[116,158,179],"facilitating":[122],"conditions":[123],"(FC)":[124],"individual":[126],"differences":[127],"(ID)":[128],"PEOU,":[132],"0.72":[136],"0.37,":[138],"suggest":[140],"FC":[142],"important":[145],"PEOU":[148,156,174],"both":[155,235],"behavioral":[162],"intention":[163],"(BI),":[164],"0.83":[168],"0.51,":[170],"indicate":[172],"influential":[177],"than":[178],"applications.":[188,210,228,254],"particular,":[190],"output":[192],"quality,":[193],"enjoyment,":[195],"objective":[197],"usability":[198],"critical":[200],"This":[211],"study":[212],"contributes":[213],"technology":[216],"acceptance":[217],"research":[218,243],"field":[219],"fast":[222],"growing":[223],"market":[224],"named":[225],"Our":[229],"methods":[230],"would":[233],"benefit":[234],"academics":[236],"managers":[238],"useful":[240],"suggestions":[241],"directions":[244],"user-centered":[246],"strategies":[247],"design":[250]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}