{"id":"https://openalex.org/W4317630089","doi":"https://doi.org/10.1108/imds-11-2021-0671","title":"An SEM-ANN analysis of\u00a0the\u00a0impacts of Blockchain on\u00a0competitive advantage","display_name":"An SEM-ANN analysis of\u00a0the\u00a0impacts of Blockchain on\u00a0competitive advantage","publication_year":2023,"publication_date":"2023-01-20","ids":{"openalex":"https://openalex.org/W4317630089","doi":"https://doi.org/10.1108/imds-11-2021-0671"},"language":"en","primary_location":{"id":"doi:10.1108/imds-11-2021-0671","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-11-2021-0671","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 & 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/A5051416175","display_name":"Lai-Ying Leong","orcid":"https://orcid.org/0000-0001-7283-0300"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Lai-Ying Leong","raw_affiliation_strings":["Faculty of Business and Finance, Universiti Tunku Abdul Rahman, Kampar, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-7283-0300","affiliations":[{"raw_affiliation_string":"Faculty of Business and Finance, Universiti Tunku Abdul Rahman, Kampar, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016321367","display_name":"Jun-Jie Hew","orcid":"https://orcid.org/0000-0003-4957-1050"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Jun-Jie Hew","raw_affiliation_strings":["Faculty of Business and Finance, Universiti Tunku Abdul Rahman, Kampar, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-4957-1050","affiliations":[{"raw_affiliation_string":"Faculty of Business and Finance, Universiti Tunku Abdul Rahman, Kampar, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022552825","display_name":"Voon\u2010Hsien Lee","orcid":"https://orcid.org/0000-0002-8723-8219"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Voon-Hsien Lee","raw_affiliation_strings":["Faculty of Business and Finance, Universiti Tunku Abdul Rahman, Kampar, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-8723-8219","affiliations":[{"raw_affiliation_string":"Faculty of Business and Finance, Universiti Tunku Abdul Rahman, Kampar, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Garry Wei-Han Tan","orcid":"https://orcid.org/0000-0003-2942-9700"},"institutions":[{"id":"https://openalex.org/I55285296","display_name":"UCSI University","ror":"https://ror.org/019787q29","country_code":"MY","type":"education","lineage":["https://openalex.org/I55285296"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Garry Wei-Han Tan","raw_affiliation_strings":["UCSI Graduate Business School, UCSI University, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-2942-9700","affiliations":[{"raw_affiliation_string":"UCSI Graduate Business School, UCSI University, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I55285296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001362889","display_name":"Keng\u2010Boon Ooi","orcid":"https://orcid.org/0000-0002-3384-1207"},"institutions":[{"id":"https://openalex.org/I55285296","display_name":"UCSI University","ror":"https://ror.org/019787q29","country_code":"MY","type":"education","lineage":["https://openalex.org/I55285296"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Keng-Boon Ooi","raw_affiliation_strings":["UCSI Graduate Business School, UCSI University, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-3384-1207","affiliations":[{"raw_affiliation_string":"UCSI Graduate Business School, UCSI University, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I55285296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034248834","display_name":"Nripendra P. Rana","orcid":"https://orcid.org/0000-0003-1105-8729"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nripendra P. Rana","raw_affiliation_strings":["College of Business and Economics, Qatar University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0003-1105-8729","affiliations":[{"raw_affiliation_string":"College of Business and Economics, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":31.0572,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.99725484,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"123","issue":"3","first_page":"967","last_page":"1004"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9984999895095825,"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/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.958299994468689,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.8187881708145142},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.6307398080825806},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5733896493911743},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5626970529556274},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5180070996284485},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4820024073123932},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.4440736174583435},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4273017346858978},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3821741044521332},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3662313222885132},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34912869334220886},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.28385990858078003},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.18312937021255493},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10394904017448425}],"concepts":[{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.8187881708145142},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.6307398080825806},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5733896493911743},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5626970529556274},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5180070996284485},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4820024073123932},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.4440736174583435},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4273017346858978},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3821741044521332},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3662313222885132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34912869334220886},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.28385990858078003},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.18312937021255493},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10394904017448425},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/imds-11-2021-0671","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-11-2021-0671","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 & Data Systems","raw_type":"journal-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/46562","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/46562","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":107,"referenced_works":["https://openalex.org/W73244100","https://openalex.org/W144083620","https://openalex.org/W1493719236","https://openalex.org/W1503273846","https://openalex.org/W1508185183","https://openalex.org/W1545818590","https://openalex.org/W1591013228","https://openalex.org/W1929609540","https://openalex.org/W1952121476","https://openalex.org/W1977708733","https://openalex.org/W1995159335","https://openalex.org/W2014085454","https://openalex.org/W2021708270","https://openalex.org/W2025486171","https://openalex.org/W2030319141","https://openalex.org/W2032511669","https://openalex.org/W2039421131","https://openalex.org/W2041228677","https://openalex.org/W2043877977","https://openalex.org/W2044744255","https://openalex.org/W2050091520","https://openalex.org/W2050909151","https://openalex.org/W2054943783","https://openalex.org/W2081753990","https://openalex.org/W2085206464","https://openalex.org/W2086132359","https://openalex.org/W2093364016","https://openalex.org/W2093619978","https://openalex.org/W2095641105","https://openalex.org/W2096914080","https://openalex.org/W2106096361","https://openalex.org/W2115981184","https://openalex.org/W2121125513","https://openalex.org/W2125917238","https://openalex.org/W2144424167","https://openalex.org/W2146217629","https://openalex.org/W2148401029","https://openalex.org/W2166219412","https://openalex.org/W2168525817","https://openalex.org/W2169667133","https://openalex.org/W2173305204","https://openalex.org/W2223470559","https://openalex.org/W2290426788","https://openalex.org/W2507804976","https://openalex.org/W2527800909","https://openalex.org/W2562274896","https://openalex.org/W2588309384","https://openalex.org/W2606010969","https://openalex.org/W2735913654","https://openalex.org/W2741023453","https://openalex.org/W2764138653","https://openalex.org/W2765201225","https://openalex.org/W2765740510","https://openalex.org/W2765910181","https://openalex.org/W2780797911","https://openalex.org/W2789901505","https://openalex.org/W2801351590","https://openalex.org/W2803371618","https://openalex.org/W2887171487","https://openalex.org/W2887697630","https://openalex.org/W2890784719","https://openalex.org/W2901364665","https://openalex.org/W2903429044","https://openalex.org/W2905811773","https://openalex.org/W2923410225","https://openalex.org/W2943856356","https://openalex.org/W2946012503","https://openalex.org/W2947677730","https://openalex.org/W2950750906","https://openalex.org/W2953858196","https://openalex.org/W2971876006","https://openalex.org/W2986510969","https://openalex.org/W2992667364","https://openalex.org/W2994617605","https://openalex.org/W2995576379","https://openalex.org/W2999007152","https://openalex.org/W3004494121","https://openalex.org/W3017864715","https://openalex.org/W3022170296","https://openalex.org/W3035373119","https://openalex.org/W3036448166","https://openalex.org/W3040285820","https://openalex.org/W3047459457","https://openalex.org/W3047615400","https://openalex.org/W3048352145","https://openalex.org/W3093525173","https://openalex.org/W3112725335","https://openalex.org/W3117405132","https://openalex.org/W3119479354","https://openalex.org/W3125863161","https://openalex.org/W3131153459","https://openalex.org/W3133277644","https://openalex.org/W3133567103","https://openalex.org/W3136079109","https://openalex.org/W3173256219","https://openalex.org/W3174308939","https://openalex.org/W3197622615","https://openalex.org/W3202117797","https://openalex.org/W4200221418","https://openalex.org/W4206407539","https://openalex.org/W4211068006","https://openalex.org/W4212900744","https://openalex.org/W4224231390","https://openalex.org/W4224260102","https://openalex.org/W4234011231","https://openalex.org/W4287832088","https://openalex.org/W4300009529"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W2593155302","https://openalex.org/W3209862047","https://openalex.org/W4289035754","https://openalex.org/W2041415459"],"abstract_inverted_index":{"Purpose":[0],"Though":[1],"Blockchain":[2,15,110,151,202,234],"has":[3,174,180,195],"been":[4,175,196],"studied":[5],"in":[6,16,29,54,109,188,208],"numerous":[7],"contexts,":[8],"the":[9,12,40,43,51,88,94,107,155,176,189,199,209,217,222,230],"understanding":[10],"of":[11,14,42,75,91,93,106,201,211,233],"impacts":[13,200],"achieving":[17],"competitive":[18,56,113,205],"advantages":[19],"remains":[20],"unexplored.":[21],"Many":[22],"industries,":[23],"organizations":[24],"and":[25,32,46,77,104,112,124,131,144,165,237],"firms":[26],"are":[27,127,171],"still":[28],"a":[30,162],"\u201cwait":[31],"see\u201d":[33],"mode.":[34],"This":[35],"study":[36,117,215],"aims":[37],"at":[38],"examining":[39],"effects":[41],"technological,":[44],"organizational":[45],"environmental":[47],"factors":[48],"drawn":[49],"from":[50],"TOE":[52,190],"framework":[53,159],"generating":[55],"advantage.":[57],"Design/methodology/approach":[58],"A":[59],"dual-staged":[60],"deep":[61],"learning":[62],"structural":[63],"equation":[64],"modeling":[65],"artificial":[66],"neural":[67,81],"network":[68,82],"analysis":[69],"was":[70],"conducted":[71],"on":[72,198,204],"211":[73],"samples":[74],"small":[76],"medium":[78],"enterprises.":[79],"Four":[80],"models":[83],"were":[84],"engaged":[85],"to":[86,129,149,220],"rank":[87],"normalized":[89],"importance":[90],"each":[92],"predictor":[95],"variables.":[96],"Findings":[97],"The":[98,116,122],"research":[99],"model":[100,164],"can":[101],"expound":[102],"57.99":[103],"47.33%":[105],"variance":[108],"adoption":[111,203,236],"advantage":[114],"correspondingly.":[115],"successfully":[118,181],"identified":[119],"nonlinear":[120,186],"relationships.":[121],"theoretical":[123,224],"managerial":[125],"contributions":[126],"useful":[128],"scholars":[130],"practitioners":[132],"such":[133],"as":[134],"industrial":[135],"players,":[136],"investors,":[137],"chief":[138],"executive":[139],"officers":[140],"(CEOs),":[141],"managers,":[142],"decision-makers":[143],"other":[145],"stakeholders":[146],"that":[147,160,168,183,226],"intend":[148],"use":[150],"technology.":[152],"Originality/value":[153],"Unlike":[154],"existing":[156],"technological\u2013organizational\u2013environmental":[157],"(TOE)":[158],"uses":[161],"linear":[163],"theoretically":[166],"assumes":[167],"all":[169],"relationships":[170,187],"linear,":[172],"this":[173,214],"first":[177,218],"study,":[178],"which":[179],"validated":[182],"there":[184],"exist":[185],"framework.":[191],"Further,":[192],"very":[193],"little":[194],"theorized":[197],"advantage,":[206],"especially":[207],"context":[210],"SMEs.":[212],"Therefore,":[213],"is":[216],"one":[219],"provide":[221],"necessary":[223],"foundation":[225],"may":[227],"further":[228],"extend":[229],"current":[231],"knowledge":[232],"technology":[235],"its":[238],"impacts.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":14}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}