{"id":"https://openalex.org/W2504373386","doi":"https://doi.org/10.1108/imds-11-2015-0475","title":"Predicting instructional effectiveness of cloud-based virtual learning environment","display_name":"Predicting instructional effectiveness of cloud-based virtual learning environment","publication_year":2016,"publication_date":"2016-09-12","ids":{"openalex":"https://openalex.org/W2504373386","doi":"https://doi.org/10.1108/imds-11-2015-0475","mag":"2504373386"},"language":"en","primary_location":{"id":"doi:10.1108/imds-11-2015-0475","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-11-2015-0475","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management &amp; Data Systems","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/A5037913760","display_name":"Teck-Soon Hew","orcid":"https://orcid.org/0000-0002-6512-9521"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Teck-Soon Hew","raw_affiliation_strings":["Faculty of Business and Accountancy, University of Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Business and Accountancy, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015909433","display_name":"Sharifah Latifah Syed A. Kadir","orcid":null},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sharifah Latifah Syed Abdul Kadir","raw_affiliation_strings":["Department of Operation and Management Information System, Faculty of Business and Accountancy, University of Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Operation and Management Information System, Faculty of Business and Accountancy, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037913760"],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":null,"apc_paid":null,"fwci":25.4653,"has_fulltext":false,"cited_by_count":121,"citation_normalized_percentile":{"value":0.99286609,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"116","issue":"8","first_page":"1557","last_page":"1584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9965999722480774,"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":0.9965999722480774,"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/T10162","display_name":"Online and Blended Learning","score":0.989300012588501,"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/T11122","display_name":"Online Learning and Analytics","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.674115002155304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5933248996734619},{"id":"https://openalex.org/keywords/interactivity","display_name":"Interactivity","score":0.5652996897697449},{"id":"https://openalex.org/keywords/virtual-learning-environment","display_name":"Virtual learning environment","score":0.49734166264533997},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4653848707675934},{"id":"https://openalex.org/keywords/continuance","display_name":"Continuance","score":0.44741055369377136},{"id":"https://openalex.org/keywords/instructional-simulation","display_name":"Instructional simulation","score":0.4302193522453308},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.4188227355480194},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32530325651168823},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2789123058319092},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.20377051830291748},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1208437979221344},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.10787034034729004}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.674115002155304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5933248996734619},{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.5652996897697449},{"id":"https://openalex.org/C66699896","wikidata":"https://www.wikidata.org/wiki/Q2349394","display_name":"Virtual learning environment","level":2,"score":0.49734166264533997},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4653848707675934},{"id":"https://openalex.org/C2780081655","wikidata":"https://www.wikidata.org/wiki/Q763365","display_name":"Continuance","level":2,"score":0.44741055369377136},{"id":"https://openalex.org/C178624890","wikidata":"https://www.wikidata.org/wiki/Q17056636","display_name":"Instructional simulation","level":3,"score":0.4302193522453308},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4188227355480194},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32530325651168823},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2789123058319092},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.20377051830291748},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1208437979221344},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.10787034034729004},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/imds-11-2015-0475","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-11-2015-0475","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management &amp; Data Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320329006","display_name":"Kementerian Pendidikan Malaysia","ror":"https://ror.org/05v8z6a72"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1569270043","https://openalex.org/W1573343375","https://openalex.org/W1615876832","https://openalex.org/W1847647515","https://openalex.org/W1857170875","https://openalex.org/W1968683406","https://openalex.org/W1968792709","https://openalex.org/W1972458078","https://openalex.org/W1978839473","https://openalex.org/W2000366605","https://openalex.org/W2002177316","https://openalex.org/W2008875363","https://openalex.org/W2010561774","https://openalex.org/W2029142224","https://openalex.org/W2029226667","https://openalex.org/W2029535628","https://openalex.org/W2030330997","https://openalex.org/W2035903736","https://openalex.org/W2042539525","https://openalex.org/W2045257349","https://openalex.org/W2046538867","https://openalex.org/W2047622209","https://openalex.org/W2049845142","https://openalex.org/W2052729098","https://openalex.org/W2054114487","https://openalex.org/W2063222852","https://openalex.org/W2068522475","https://openalex.org/W2069556716","https://openalex.org/W2072830666","https://openalex.org/W2073440262","https://openalex.org/W2074985327","https://openalex.org/W2092273434","https://openalex.org/W2098419406","https://openalex.org/W2107209355","https://openalex.org/W2108752510","https://openalex.org/W2113190319","https://openalex.org/W2114633054","https://openalex.org/W2116641827","https://openalex.org/W2122517769","https://openalex.org/W2122912498","https://openalex.org/W2124330866","https://openalex.org/W2126899093","https://openalex.org/W2128992388","https://openalex.org/W2147650064","https://openalex.org/W2148091676","https://openalex.org/W2149378708","https://openalex.org/W2152559109","https://openalex.org/W2156724306","https://openalex.org/W2161872763","https://openalex.org/W2162168274","https://openalex.org/W2174875078","https://openalex.org/W2297779510","https://openalex.org/W2949202208","https://openalex.org/W3019273456","https://openalex.org/W3125976894"],"related_works":["https://openalex.org/W2980478697","https://openalex.org/W2188158833","https://openalex.org/W2363791248","https://openalex.org/W2144190783","https://openalex.org/W4320479404","https://openalex.org/W2123664716","https://openalex.org/W4387504788","https://openalex.org/W2952684097","https://openalex.org/W2070710584","https://openalex.org/W3043125145"],"abstract_inverted_index":{"Purpose":[0],"Cloud":[1],"computing":[2,58,226],"technology":[3],"is":[4,48,220,272],"advancing":[5],"and":[6,38,65,85,100,118,139,170,189,193,236,238,263,284],"expanding":[7],"at":[8,280],"an":[9,146],"explosive":[10],"rate.":[11],"These":[12],"advancements":[13],"have":[14,229],"further":[15,203,221],"extended":[16],"the":[17,20,41,51,62,136,143,161,186,200,205,210,213,217,232,273,278,285,296,302],"capabilities":[18],"of":[19,45,53,56,72,97,145,153,184,199,207,209,216,234,298,301],"virtual":[21],"learning":[22],"environment":[23],"(VLE)":[24],"to":[25,49,142,160,172,182,276],"provide":[26,291],"accessibility":[27],"anywhere,":[28],"anytime":[29],"where":[30],"educational":[31],"resources":[32],"can":[33],"be":[34,156],"saved,":[35],"modified,":[36],"retrieved":[37],"shared":[39],"on":[40,231,295],"cloud.":[42],"The":[43,126,178,197],"purpose":[44],"this":[46,254,288],"paper":[47],"examine":[50],"predictors":[52],"instructional":[54,122,214,241,299],"effectiveness":[55,144,215,300],"cloud":[57],"VLE":[59,73,187,219,227,279,303],"by":[60,158],"extending":[61],"Self":[63],"Determination":[64],"Channel":[66],"Expansion":[67],"Theory":[68],"with":[69,102],"external":[70],"constructs":[71],"interactivity,":[74,112],"content":[75,110,188],"design,":[76,111],"school":[77,116],"support,":[78],"trust":[79,113],"in":[80,94,114],"website,":[81,115],"knowledge":[82],"sharing":[83],"attitude":[84],"demographic":[86],"variables.":[87],"Design/methodology/approach":[88],"Random":[89],"sampling":[90],"data":[91],"were":[92],"collected":[93],"two":[95],"waves":[96],"nation-wide":[98],"survey":[99],"analyzed":[101],"artificial":[103],"neural":[104],"network":[105],"approach.":[106],"Findings":[107],"SDT,":[108],"CET,":[109],"support":[117],"demographics":[119],"significantly":[120],"predict":[121],"effectiveness.":[123,242],"Research":[124],"limitations/implications":[125],"study":[127,201,255,289],"has":[128],"provided":[129],"a":[130,281,292],"new":[131,293],"paradigm":[132],"shift":[133],"from":[134,166,287],"investigating":[135],"behavioral":[137],"intention":[138,141],"continuance":[140],"information":[147],"system.":[148,304],"It":[149],"advocates":[150],"that":[151,246],"quality":[152,206],"research":[154,163,174,179],"may":[155,202],"improved":[157],"adhering":[159],"basic":[162],"methodology":[164],"starting":[165],"rigorous":[167],"instrument":[168],"development":[169],"validation":[171],"future":[173],"direction.":[175],"Practical":[176],"implications":[177,181,196],"provides":[180],"Ministry":[183],"Education,":[185],"service":[190],"providers,":[191],"scholars":[192],"practitioners.":[194],"Social":[195],"findings":[198,286],"improve":[204],"living":[208],"society":[211],"when":[212],"cloud-based":[218],"enhanced.":[222],"Originality/value":[223],"Existing":[224],"grid":[225],"studies":[228,245],"focussed":[230],"acceptance":[233],"students":[235],"teachers":[237],"not":[239],"its":[240],"Unlike":[243],"existing":[244],"examined":[247],"extrinsic":[248],"motivational":[249,258],"factors":[250,259],"(e.g.":[251,260],"TAM,":[252],"UTAUT),":[253],"uses":[256],"intrinsic":[257],"relatedness,":[261],"competence":[262],"autonomy)":[264],"as":[265,267],"well":[266],"perceived":[268],"media":[269],"richness.":[270],"Malaysia":[271],"first":[274],"nation":[275],"implement":[277],"national":[282],"scale":[283],"will":[290],"insight":[294],"determinants":[297]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
