{"id":"https://openalex.org/W7197861598","doi":null,"title":"Data driven decision making in TVET: The impact of augmented reality technology on institutional efficienc","display_name":"Data driven decision making in TVET: The impact of augmented reality technology on institutional efficienc","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W7197861598"},"language":"en","primary_location":{"id":"pmh:oai:eprints.ums.edu.my:41951","doi":null,"is_oa":true,"landing_page_url":"https://eprints.ums.edu.my/id/eprint/41951/1/ABSTRACT.pdf","pdf_url":"https://eprints.ums.edu.my/id/eprint/41951/1/ABSTRACT.pdf","source":{"id":"https://openalex.org/S4306400331","display_name":"UMS Institutional Repository (Universiti Malaysia Sabah)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I161371597","host_organization_name":"Universiti of Malaysia Sabah","host_organization_lineage":["https://openalex.org/I161371597"],"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"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.ums.edu.my/id/eprint/41951/1/ABSTRACT.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5145253569","display_name":"Nelson Zee Yang Wong","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nelson Zee Yang Wong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026706937","display_name":"Yuk Fong Chin","orcid":"https://orcid.org/0009-0003-0784-6834","observed_orcids":["https://orcid.org/0009-0003-0784-6834"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuk Fong Chin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031696283","display_name":"Sabariah Sharif","orcid":"https://orcid.org/0000-0001-5357-4567","observed_orcids":["https://orcid.org/0000-0001-5357-4567"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sabariah Sharif","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5085812625","display_name":"Connie Shin Connie Cassy Ompok","orcid":"https://orcid.org/0000-0002-2965-9234","observed_orcids":["https://orcid.org/0000-0002-2965-9234"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Connie Shin Connie Cassy Ompok","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13872","display_name":"Vocational and Entrepreneurial Education","score":0.007400000002235174,"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/T14508","display_name":"Vocational Education and Training","score":0.005900000222027302,"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/augmented-reality","display_name":"augmented reality","score":0.9750000238418579},{"id":"https://openalex.org/keywords/technical-and-vocational-education","display_name":"technical and vocational education and training","score":0.9739999771118164},{"id":"https://openalex.org/keywords/institutional-efficiency","display_name":"institutional efficiency","score":0.8529999852180481},{"id":"https://openalex.org/keywords/data-driven-decision-making","display_name":"data-driven decision making","score":0.9800000190734863},{"id":"https://openalex.org/keywords/lecturer-perceptions","display_name":"lecturer perceptions","score":0.6729999780654907},{"id":"https://openalex.org/keywords/curriculum-development","display_name":"curriculum development","score":0.6259999871253967},{"id":"https://openalex.org/keywords/digitalization-of-education","display_name":"digitalization of education","score":0.8050000071525574}],"concepts":[{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.5315999984741211},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.5230000019073486},{"id":"https://openalex.org/C45237549","wikidata":"https://www.wikidata.org/wiki/Q1376796","display_name":"Restructuring","level":2,"score":0.520799994468689},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.48910000920295715},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.46160000562667847},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4503999948501587},{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.4498000144958496},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4169999957084656},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3970000147819519},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.3774000108242035},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.37610000371932983},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.36970001459121704},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.36570000648498535},{"id":"https://openalex.org/C121426985","wikidata":"https://www.wikidata.org/wiki/Q591763","display_name":"Private sector","level":2,"score":0.3495999872684479},{"id":"https://openalex.org/C482391","wikidata":"https://www.wikidata.org/wiki/Q101244","display_name":"Acronym","level":2,"score":0.31540000438690186},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.31130000948905945},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.30640000104904175},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.2994999885559082},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.29820001125335693},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.2879999876022339},{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C53173841","wikidata":"https://www.wikidata.org/wiki/Q1897444","display_name":"Action research","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2824000120162964},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.27970001101493835},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.2750999927520752},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C162696548","wikidata":"https://www.wikidata.org/wiki/Q830170","display_name":"Knowledge economy","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.2531999945640564}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:eprints.ums.edu.my:41951","doi":null,"is_oa":true,"landing_page_url":"https://eprints.ums.edu.my/id/eprint/41951/1/ABSTRACT.pdf","pdf_url":"https://eprints.ums.edu.my/id/eprint/41951/1/ABSTRACT.pdf","source":{"id":"https://openalex.org/S4306400331","display_name":"UMS Institutional Repository (Universiti Malaysia Sabah)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I161371597","host_organization_name":"Universiti of Malaysia Sabah","host_organization_lineage":["https://openalex.org/I161371597"],"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":{"id":"pmh:oai:eprints.ums.edu.my:41951","doi":null,"is_oa":true,"landing_page_url":"https://eprints.ums.edu.my/id/eprint/41951/1/ABSTRACT.pdf","pdf_url":"https://eprints.ums.edu.my/id/eprint/41951/1/ABSTRACT.pdf","source":{"id":"https://openalex.org/S4306400331","display_name":"UMS Institutional Repository (Universiti Malaysia Sabah)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I161371597","host_organization_name":"Universiti of Malaysia Sabah","host_organization_lineage":["https://openalex.org/I161371597"],"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"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.975600004196167},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7197861598.pdf","grobid_xml":"https://content.openalex.org/works/W7197861598.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7216797761","https://openalex.org/W3027365906","https://openalex.org/W4296138154","https://openalex.org/W7217100033","https://openalex.org/W7214174312","https://openalex.org/W4416099442","https://openalex.org/W7216605070","https://openalex.org/W7133535828","https://openalex.org/W3165046845","https://openalex.org/W4301187939"],"abstract_inverted_index":{"The":[0,28,207,232],"unprecedented":[1],"growth":[2],"and":[3,7,37,46,49,68,97,103,112,125,165,202,220,247],"evolution":[4],"of":[5,30,34,57,76,117,123,158,169,191,217,245],"technology":[6,161,219,253],"innovations":[8,141],"within":[9],"the":[10,24,55,65,74,77,93,115,121,138,143,148,156,166,189,199,211,242],"current":[11],"digital":[12,19],"age":[13],"have":[14],"been":[15],"firmly":[16],"established,":[17],"with":[18,64,73],"transformation":[20],"trends":[21],"deeply":[22],"restructuring":[23],"worldwide":[25],"educational":[26],"settings.":[27],"confluence":[29],"technological":[31],"advancements,":[32],"rise":[33],"novel":[35],"sectors":[36],"constantly":[38],"evolving":[39],"jobsites":[40],"require":[41],"affirmative":[42],"action":[43],"from":[44],"Technical":[45],"Vocational":[47],"Education":[48],"Training":[50],"institutions":[51,59],"(TVETi).":[52],"Especially":[53],"since":[54],"objective":[56],"these":[58],"is":[60,81,147],"to":[61,86,99,197,228],"prepare":[62],"students":[63],"practical":[66],"skillsets":[67,98],"knowledge":[69,201,244],"that":[70,210,236],"are":[71,238],"synchronized":[72],"demands":[75],"labor":[78],"market.":[79],"It":[80],"vital":[82],"for":[83,254],"Malaysian":[84,163],"(TVETi)":[85,164,187],"develop":[87],"globally":[88],"renowned":[89],"frameworks,":[90],"industry-driven":[91],"curricula,":[92],"necessary":[94],"futuristic":[95],"knowledge,":[96],"optimize":[100],"job":[101],"opportunities":[102],"foster":[104],"a":[105,133,214,226],"sustainable":[106],"economic":[107],"growth.":[108],"Data":[109],"driven":[110],"decisions":[111],"strategies":[113],"involving":[114,142],"management":[116],"TVET":[118],"institutions,":[119],"including":[120],"design":[122],"lessons":[124],"curricula":[126],"as":[127,129,225],"well":[128],"quality":[130],"assurance":[131],"necessitate":[132],"significant":[134],"research":[135],"focus.":[136],"Among":[137],"more":[139],"advanced":[140],"education":[144],"sector":[145],"currently":[146],"Augmented":[149],"Reality":[150],"(AR)":[151],"technology.":[152,206],"This":[153,195],"study":[154],"examines":[155],"potential":[157],"assimilating":[159],"AR":[160,205,218,246],"into":[162],"consequent":[167],"impacts":[168],"this":[170,224,252],"on":[171],"institutional":[172,230],"efficiency.":[173,231],"A":[174],"questionnaire":[175],"survey":[176],"was":[177],"conducted":[178],"which":[179],"involved":[180],"150":[181],"lecturers":[182],"based":[183],"in":[184,193],"various":[185],"private":[186],"across":[188],"state":[190],"Selangor":[192],"Malaysia.":[194],"served":[196],"evaluate":[198],"respondents\u2019":[200,243],"perceptions":[203],"concerning":[204],"findings":[208,233],"indicated":[209],"respondents":[212],"had":[213],"good":[215],"understanding":[216],"also":[221,234],"positively":[222],"perceived":[223],"means":[227],"enhance":[229],"indicate":[235],"there":[237],"positive":[239],"links":[240],"amongst":[241],"their":[248,255],"receptiveness":[249],"toward":[250],"utilizing":[251],"teaching":[256],"activities.":[257]},"counts_by_year":[],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2026-08-07T00:00:00"}