{"id":"https://openalex.org/W4200442016","doi":"https://doi.org/10.4018/ijdsst.286697","title":"A Hybrid Integration of PLS-SEM, AHP, and FAHP Methods to Evaluate the Factors That Influence the Use of an LMS","display_name":"A Hybrid Integration of PLS-SEM, AHP, and FAHP Methods to Evaluate the Factors That Influence the Use of an LMS","publication_year":2021,"publication_date":"2021-11-08","ids":{"openalex":"https://openalex.org/W4200442016","doi":"https://doi.org/10.4018/ijdsst.286697"},"language":"en","primary_location":{"id":"doi:10.4018/ijdsst.286697","doi":"https://doi.org/10.4018/ijdsst.286697","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdsst.286697","pdf_url":null,"source":{"id":"https://openalex.org/S204805982","display_name":"International Journal of Decision Support System Technology","issn_l":"1941-6296","issn":["1941-6296","1941-630X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Decision Support System Technology","raw_type":"journal-article"},"volume":null,"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/A5079266797","display_name":"Evgjeni Xhafaj","orcid":"https://orcid.org/0000-0003-4511-1823","observed_orcids":["https://orcid.org/0000-0003-4511-1823"]},"institutions":[{"id":"https://openalex.org/I193184871","display_name":"Polytechnic University of Tirana","ror":"https://ror.org/05aec4025","country_code":"AL","type":"education","lineage":["https://openalex.org/I193184871"]}],"countries":["AL"],"is_corresponding":false,"raw_author_name":"Evgjeni Xhafaj","raw_affiliation_strings":["Polytechnic University of Tirana, Albania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic University of Tirana, Albania","institution_ids":["https://openalex.org/I193184871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027850343","display_name":"Daniela Halidini Qendraj","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I273442994","display_name":"Aleksand\u00ebr Moisiu University","ror":"https://ror.org/023p15505","country_code":"AL","type":"education","lineage":["https://openalex.org/I273442994"]}],"countries":["AL"],"is_corresponding":false,"raw_author_name":"Daniela Halidini Qendraj","raw_affiliation_strings":["University Alexander Moisiu Durres, Albania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Alexander Moisiu Durres, Albania","institution_ids":["https://openalex.org/I273442994"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066053318","display_name":"Alban Xhafaj","orcid":"https://orcid.org/0009-0001-2673-3160","observed_orcids":["https://orcid.org/0009-0001-2673-3160"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alban Xhafaj","raw_affiliation_strings":["INTRUM ITALY, S.p.A, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INTRUM ITALY, S.p.A, Rome, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075123186","display_name":"Neime Gjikaj","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I273442994","display_name":"Aleksand\u00ebr Moisiu University","ror":"https://ror.org/023p15505","country_code":"AL","type":"education","lineage":["https://openalex.org/I273442994"]}],"countries":["AL"],"is_corresponding":false,"raw_author_name":"Neime Gjikaj","raw_affiliation_strings":["University Alexander Moisiu Durres, Albania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Alexander Moisiu Durres, Albania","institution_ids":["https://openalex.org/I273442994"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0674,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83918913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"14","issue":"1","first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.98580002784729,"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":0.98580002784729,"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/T14496","display_name":"Educational Technology and E-Learning","score":0.003800000064074993,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14182","display_name":"Technology-Enhanced Education Studies","score":0.0015999999595806003,"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/virtual-learning-environments","display_name":"virtual learning environments","score":0.9950000047683716},{"id":"https://openalex.org/keywords/lms-adoption","display_name":"LMS adoption","score":0.8460000157356262},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"technology acceptance model","score":0.5989999771118164},{"id":"https://openalex.org/keywords/tam3","display_name":"TAM3","score":0.8119999766349792},{"id":"https://openalex.org/keywords/perceived-usefulness","display_name":"perceived usefulness","score":0.9470000267028809},{"id":"https://openalex.org/keywords/perceived-ease-of-use","display_name":"perceived ease of use","score":0.9990000128746033},{"id":"https://openalex.org/keywords/subjective-norms","display_name":"subjective norms","score":0.9100000262260437},{"id":"https://openalex.org/keywords/behavioral-intention","display_name":"behavioral intention","score":0.9980000257492065},{"id":"https://openalex.org/keywords/use-behavior","display_name":"use behavior","score":0.9330000281333923},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.6690000295639038},{"id":"https://openalex.org/keywords/higher-education-teaching-and-learning","display_name":"higher education teaching and learning","score":0.7450000047683716}],"concepts":[{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.7002571821212769},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.6970599889755249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.686201274394989},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5850487947463989},{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.5166478753089905},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4375704824924469},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4268483519554138},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.42656606435775757},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.422902375459671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3361833393573761},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.33505523204803467},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31128740310668945},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22532570362091064},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.22411003708839417},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.12884226441383362},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijdsst.286697","doi":"https://doi.org/10.4018/ijdsst.286697","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdsst.286697","pdf_url":null,"source":{"id":"https://openalex.org/S204805982","display_name":"International Journal of Decision Support System Technology","issn_l":"1941-6296","issn":["1941-6296","1941-630X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Decision Support System Technology","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jdsst0:v:14:y:2022:i:1:p:1-17","doi":null,"is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJDSST.286697","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,"listed_in":[],"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":[{"id":"https://metadata.un.org/sdg/4","score":0.8278999924659729,"display_name":"Quality education"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/4","score":0.8100000023841858,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W82857949","https://openalex.org/W119818611","https://openalex.org/W244557774","https://openalex.org/W990224790","https://openalex.org/W1515402129","https://openalex.org/W1591013228","https://openalex.org/W1980569376","https://openalex.org/W1987347924","https://openalex.org/W2004152023","https://openalex.org/W2033943395","https://openalex.org/W2069289046","https://openalex.org/W2069696509","https://openalex.org/W2084006633","https://openalex.org/W2092553756","https://openalex.org/W2105846236","https://openalex.org/W2112042732","https://openalex.org/W2223470559","https://openalex.org/W2515375724","https://openalex.org/W2609429347","https://openalex.org/W2758969957","https://openalex.org/W2783817214","https://openalex.org/W2802937275","https://openalex.org/W2806369404","https://openalex.org/W2896559892","https://openalex.org/W2905811773","https://openalex.org/W2910645503","https://openalex.org/W2942961492","https://openalex.org/W2945049087","https://openalex.org/W3004749512","https://openalex.org/W3005703769","https://openalex.org/W3043131437","https://openalex.org/W3045531581","https://openalex.org/W3121923514","https://openalex.org/W3124061660","https://openalex.org/W6743681256"],"related_works":["https://openalex.org/W4224304341","https://openalex.org/W4411388342","https://openalex.org/W7117657492","https://openalex.org/W2913743481","https://openalex.org/W4406079253","https://openalex.org/W4319063895","https://openalex.org/W7129088139","https://openalex.org/W7084037234","https://openalex.org/W2181475081","https://openalex.org/W7161460745"],"abstract_inverted_index":{"The":[0,42,80],"development":[1],"of":[2,14,31,51,54,68,86,113,136],"learning":[3,23,36],"management":[4,37],"systems":[5,38],"(LMS)":[6],"has":[7,45],"an":[8],"integral":[9],"role":[10],"to":[11,19,132,145],"the":[12,29,32,49,52,61,84,87,109,111,114,118,127,134,137,147],"promotion":[13],"new":[15],"alternatives":[16],"in":[17],"relation":[18],"improve":[20],"teaching":[21],"and":[22,40,100,116,129],"for":[24],"universities.":[25],"This":[26],"study":[27],"proposes":[28],"determination":[30],"constructs":[33,62],"that":[34],"influence":[35],"adoption":[39],"use.":[41],"conceptual":[43],"framework":[44],"been":[46,124],"developed":[47],"on":[48],"basis":[50],"expansion":[53],"Technology":[55],"Acceptance":[56],"Model":[57,94],"3":[58],"(TAM3)":[59],"including":[60],"Perceived":[63,66],"Usefulness":[64],"(PU),":[65],"Ease":[67],"Use":[69,77],"(PEOU),":[70],"Subjective":[71],"Norm":[72],"(SN),":[73],"Behavioral":[74],"Intention":[75],"(BI),":[76],"Behavior":[78],"(UB).":[79],"paper":[81],"deals":[82],"with":[83],"integration":[85],"three":[88],"approaches":[89],"Partial":[90],"Least":[91],"Square-Structural":[92],"Equation":[93],"(PLS-SEM),":[95],"Analytic":[96,102],"Hierarchic":[97],"Process":[98,104],"(AHP)":[99],"Fuzzy":[101],"Hierarchy":[103],"(FAHP).":[105],"PLS-SEM":[106],"have":[107,123],"determined":[108],"reliability,":[110],"validity":[112],"constructs,":[115],"tested":[117],"model\u2019s":[119],"hypotheses.":[120],"These":[121,139],"results":[122,140],"integrated":[125],"into":[126],"AHP":[128],"FAHP":[130],"methods,":[131],"evaluate":[133],"importance":[135],"constructs.":[138],"will":[141],"be":[142],"especially":[143],"useful":[144],"enhance":[146],"higher":[148],"education":[149],"policies.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2021-12-31T00:00:00"}
