{"id":"https://openalex.org/W7217049112","doi":null,"title":"Industry 4.0 Adoption by Indian MSMEs and its Effects on Competitive Advantage and Firm Performance: An Empirical Analysis","display_name":"Industry 4.0 Adoption by Indian MSMEs and its Effects on Competitive Advantage and Firm Performance: An Empirical Analysis","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W7217049112"},"language":"en","primary_location":{"id":"pmh:oai:ojs2.kuey.net:article/9038","doi":null,"is_oa":true,"landing_page_url":"https://kuey.net/index.php/kuey/article/view/9038","pdf_url":"https://kuey.net/index.php/kuey/article/download/9038/6859","source":{"id":"https://openalex.org/S4210183223","display_name":"Educational Administration Theory and Practice journal","issn_l":"1300-4832","issn":["1300-4832","2148-2403"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.67145/kuey.v30i4","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://kuey.net/index.php/kuey/article/download/9038/6859","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5155509723","display_name":"Prakhar Goyal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387154038","display_name":"Quantum University","ror":"https://ror.org/0175g1p16","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387154038"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prakhar Goyal","raw_affiliation_strings":["Research Scholar , Quantum University , Roorkee"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Scholar , Quantum University , Roorkee","institution_ids":["https://openalex.org/I4387154038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069280701","display_name":"Vinay Pal Singh","orcid":"https://orcid.org/0009-0007-1328-614X","observed_orcids":["https://orcid.org/0009-0007-1328-614X"]},"institutions":[{"id":"https://openalex.org/I4387154038","display_name":"Quantum University","ror":"https://ror.org/0175g1p16","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387154038"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dr. Vinay Pal Singh","raw_affiliation_strings":["Associate Professor, Quantum University , Roorkee ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate Professor, Quantum University , Roorkee ,","institution_ids":["https://openalex.org/I4387154038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4387154038"],"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/T10763","display_name":"Digital Transformation in Industry","score":0.6937999725341797,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.6937999725341797,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.2410999983549118,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.02410000003874302,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/industry-4-0-adoption","display_name":"Industry 4.0 adoption","score":0.9860000014305115},{"id":"https://openalex.org/keywords/micro-small-and-medium-enterprises","display_name":"micro, small and medium enterprises","score":0.9729999899864197},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"competitive advantage","score":0.8669999837875366},{"id":"https://openalex.org/keywords/firm-performance","display_name":"firm performance","score":1.0},{"id":"https://openalex.org/keywords/utaut2","display_name":"UTAUT2","score":0.9079999923706055},{"id":"https://openalex.org/keywords/determinants-of-technology-adoption","display_name":"technology adoption factors","score":0.7730000019073486},{"id":"https://openalex.org/keywords/performance-expectancy","display_name":"performance expectancy","score":0.6190000176429749},{"id":"https://openalex.org/keywords/effort-expectancy","display_name":"effort expectancy","score":0.8640000224113464},{"id":"https://openalex.org/keywords/social-influence","display_name":"social influence","score":0.9610000252723694},{"id":"https://openalex.org/keywords/facilitating-conditions","display_name":"facilitating conditions","score":0.9169999957084656},{"id":"https://openalex.org/keywords/trust-in-technology","display_name":"trust in technology","score":0.828000009059906},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"digital transformation","score":0.9070000052452087},{"id":"https://openalex.org/keywords/indian-msmes","display_name":"Indian MSMEs","score":0.7269999980926514},{"id":"https://openalex.org/keywords/manufacturing-industry","display_name":"manufacturing industry","score":0.7049999833106995}],"concepts":[{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.7824000120162964},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6685000061988831},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.6535999774932861},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.6274999976158142},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.612500011920929},{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.5281999707221985},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.4894999861717224},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.46320000290870667},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.40610000491142273},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.3614000082015991},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.31130000948905945},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2809999883174896},{"id":"https://openalex.org/C48879800","wikidata":"https://www.wikidata.org/wiki/Q622439","display_name":"Small and medium-sized enterprises","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C121087249","wikidata":"https://www.wikidata.org/wiki/Q546395","display_name":"Emerging markets","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C2988460067","wikidata":"https://www.wikidata.org/wiki/Q55639","display_name":"Manufacturing sector","level":2,"score":0.25690001249313354},{"id":"https://openalex.org/C139043278","wikidata":"https://www.wikidata.org/wiki/Q837171","display_name":"Financial services","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ojs2.kuey.net:article/9038","doi":null,"is_oa":true,"landing_page_url":"https://kuey.net/index.php/kuey/article/view/9038","pdf_url":"https://kuey.net/index.php/kuey/article/download/9038/6859","source":{"id":"https://openalex.org/S4210183223","display_name":"Educational Administration Theory and Practice journal","issn_l":"1300-4832","issn":["1300-4832","2148-2403"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.67145/kuey.v30i4","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ojs2.kuey.net:article/9038","doi":null,"is_oa":true,"landing_page_url":"https://kuey.net/index.php/kuey/article/view/9038","pdf_url":"https://kuey.net/index.php/kuey/article/download/9038/6859","source":{"id":"https://openalex.org/S4210183223","display_name":"Educational Administration Theory and Practice journal","issn_l":"1300-4832","issn":["1300-4832","2148-2403"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.67145/kuey.v30i4","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":1.0},{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.9211000204086304}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7217049112.pdf","grobid_xml":"https://content.openalex.org/works/W7217049112.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1977506100","https://openalex.org/W1977668316","https://openalex.org/W2056616929","https://openalex.org/W2076873252","https://openalex.org/W2079377333","https://openalex.org/W2094972659","https://openalex.org/W2185094620","https://openalex.org/W2210668057","https://openalex.org/W2275563068","https://openalex.org/W2898495326","https://openalex.org/W2972051937","https://openalex.org/W2973920786","https://openalex.org/W2981162465","https://openalex.org/W3017030801","https://openalex.org/W3037376259","https://openalex.org/W3110679347","https://openalex.org/W3132832277","https://openalex.org/W3157115511","https://openalex.org/W3211554297","https://openalex.org/W4310992452","https://openalex.org/W4312170389","https://openalex.org/W4312980548","https://openalex.org/W4313333538","https://openalex.org/W4376647605","https://openalex.org/W4391381897"],"related_works":["https://openalex.org/W4403734202","https://openalex.org/W4224307288","https://openalex.org/W4393202151","https://openalex.org/W7125951960","https://openalex.org/W7221013970","https://openalex.org/W4412942269","https://openalex.org/W4412663903","https://openalex.org/W4409745799","https://openalex.org/W2970658701","https://openalex.org/W7214348078"],"abstract_inverted_index":{"Purpose:":[0],"This":[1,223],"study":[2,35,130,150,224],"examines":[3],"the":[4,7,23,37,51,82,105,132,139,156,229,239,257,263],"factors":[5,241],"influencing":[6],"adoption":[8,142,201,230,244],"of":[9,40,44,53,135,231,259],"Industry":[10,54,109,196,232],"4.0":[11,55,110,197,233],"technologies":[12,198],"by":[13,235],"Indian":[14,236],"Micro,":[15],"Small,":[16],"and":[17,21,29,42,101,144,161,177,192,205,215,245,251,267],"Medium":[18],"Enterprises":[19],"(MSMEs)":[20],"investigates":[22],"subsequent":[24],"impact":[25,247],"on":[26,138,210,228,248],"competitive":[27,120,136,249],"advantage":[28,137,250],"firm":[30,127,145,252],"performance.":[31,128,146,253],"Design/Methodology/Approach:":[32],"The":[33,85,112,129,149,182],"present":[34],"applies":[36],"Unified":[38],"Theory":[39],"Acceptance":[41],"Use":[43],"Technology":[45],"2":[46],"(UTAUT2)":[47],"framework":[48],"to":[49,80,107,114,153,166,218,256],"understand":[50],"determinants":[52],"adoption.":[56],"A":[57],"survey":[58],"was":[59,78],"conducted":[60],"among":[61,202],"MSMEs":[62,154],"engaged":[63],"in":[64,67,123,155,159,195,262],"manufacturing,":[65],"resulting":[66],"372":[68],"valid":[69],"responses.":[70],"Partial":[71],"Least":[72],"Squares":[73],"Structural":[74],"Equation":[75],"Modeling":[76],"(PLS-SEM)":[77],"used":[79],"analyze":[81],"data.":[83],"Findings:":[84],"analysis":[86],"revealed":[87],"that":[88,185,242],"performance":[89],"expectancy,":[90,92],"effort":[91],"social":[93],"influence,":[94],"facilitating":[95,187],"conditions,":[96,188],"hedonic":[97],"motivation,":[98],"price":[99],"value,":[100],"trust":[102,194],"significantly":[103,118],"influence":[104],"intention":[106,113],"adopt":[108,115],"tools.":[111],"these":[116],"tools":[117,234],"impacts":[119,176],"advantage,":[121],"which":[122],"turn":[124],"positively":[125],"affects":[126],"confirms":[131],"mediation":[133],"effect":[134],"relationship":[140],"between":[141],"intentions":[143],"Research":[147],"Limitations/Implications:":[148],"is":[151],"limited":[152],"manufacturing":[157],"sector":[158,266],"India":[160,264],"may":[162],"not":[163],"be":[164],"generalizable":[165],"other":[167],"sectors":[168],"or":[169],"regions.":[170],"Future":[171],"research":[172],"could":[173],"explore":[174],"longitudinal":[175],"sector-specific":[178],"challenges.":[179],"Practical":[180],"Implications:":[181],"findings":[183],"suggest":[184],"enhancing":[186],"addressing":[189],"financial":[190,216],"constraints,":[191],"building":[193],"can":[199],"foster":[200],"MSMEs.":[203],"Policymakers":[204],"industry":[206],"stakeholders":[207],"should":[208],"focus":[209],"providing":[211],"technical":[212],"support,":[213],"training,":[214],"incentives":[217],"encourage":[219],"digital":[220,260],"transformation.":[221],"Originality/Value:":[222],"provides":[225],"empirical":[226],"evidence":[227],"MSMEs,":[237],"highlighting":[238],"critical":[240],"drive":[243],"their":[246],"It":[254],"contributes":[255],"understanding":[258],"transformation":[261],"MSME":[265],"offers":[268],"practical":[269],"insights":[270],"for":[271],"stakeholders.":[272]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-03T00:00:00"}
