{"id":"https://openalex.org/W4283745957","doi":"https://doi.org/10.1080/12460125.2022.2094527","title":"The role of FinTech for manufacturing efficiency and financial performance: in the era of industry 4.0","display_name":"The role of FinTech for manufacturing efficiency and financial performance: in the era of industry 4.0","publication_year":2022,"publication_date":"2022-06-30","ids":{"openalex":"https://openalex.org/W4283745957","doi":"https://doi.org/10.1080/12460125.2022.2094527"},"language":"en","primary_location":{"id":"doi:10.1080/12460125.2022.2094527","is_oa":false,"landing_page_url":"https://doi.org/10.1080/12460125.2022.2094527","pdf_url":null,"source":{"id":"https://openalex.org/S119153320","display_name":"Journal of Decision System","issn_l":"1246-0125","issn":["1246-0125","2116-7052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Decision 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/A5024061267","display_name":"Mohamed Mahjoub Dhiaf","orcid":"https://orcid.org/0000-0003-4265-9930"},"institutions":[{"id":"https://openalex.org/I4388891800","display_name":"Liwa University","ror":"https://ror.org/00r6fph53","country_code":"AE","type":"education","lineage":["https://openalex.org/I4388891800"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohamed M. Dhiaf","raw_affiliation_strings":["Faculty of Business, Emirates College of Technology, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Business, Emirates College of Technology, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4388891800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000386516","display_name":"Khakan Najaf","orcid":"https://orcid.org/0000-0003-4731-881X"},"institutions":[{"id":"https://openalex.org/I84339108","display_name":"Sunway University","ror":"https://ror.org/04mjt7f73","country_code":"MY","type":"education","lineage":["https://openalex.org/I84339108"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Najaf Khakan","raw_affiliation_strings":["Department of Accounting, Sunway University, Subang Jaya, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Accounting, Sunway University, Subang Jaya, Malaysia","institution_ids":["https://openalex.org/I84339108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031324605","display_name":"Osama F. Atayah","orcid":"https://orcid.org/0000-0002-8787-9956"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Osama F. Atayah","raw_affiliation_strings":["finance and Accounting, Abu Dhabi University, Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0000-0002-8787-9956","affiliations":[{"raw_affiliation_string":"finance and Accounting, Abu Dhabi University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043056647","display_name":"Hazem Marashdeh","orcid":"https://orcid.org/0000-0002-4627-6809"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hazem Marashdeh","raw_affiliation_strings":["finance and Accounting, Abu Dhabi University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"finance and Accounting, Abu Dhabi University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032215306","display_name":"Rim El Khoury","orcid":"https://orcid.org/0000-0003-4359-7591"},"institutions":[{"id":"https://openalex.org/I60770847","display_name":"Notre Dame University \u2013 Louaize","ror":"https://ror.org/030br0314","country_code":"LB","type":"education","lineage":["https://openalex.org/I60770847"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Rim El Khoury","raw_affiliation_strings":["Faculty of Business Administration and Economics, Notre Dame University, Louaize, Lebanon"],"raw_orcid":"https://orcid.org/0000-0003-4359-7591","affiliations":[{"raw_affiliation_string":"Faculty of Business Administration and Economics, Notre Dame University, Louaize, Lebanon","institution_ids":["https://openalex.org/I60770847"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000386516"],"corresponding_institution_ids":["https://openalex.org/I84339108"],"apc_list":null,"apc_paid":null,"fwci":8.4469,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.97940391,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"33","issue":"2","first_page":"220","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10987","display_name":"Microfinance and Financial Inclusion","score":0.9684000015258789,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9648000001907349,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.6601000428199768},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.5517678260803223},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.4992842674255371},{"id":"https://openalex.org/keywords/fintech","display_name":"FinTech","score":0.4655599892139435},{"id":"https://openalex.org/keywords/financial-market-efficiency","display_name":"Financial market efficiency","score":0.44736385345458984},{"id":"https://openalex.org/keywords/financial-services","display_name":"Financial services","score":0.40378838777542114},{"id":"https://openalex.org/keywords/financial-market","display_name":"Financial market","score":0.3545406460762024},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.27455854415893555},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.2699470520019531}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6601000428199768},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.5517678260803223},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.4992842674255371},{"id":"https://openalex.org/C540431452","wikidata":"https://www.wikidata.org/wiki/Q16319025","display_name":"FinTech","level":3,"score":0.4655599892139435},{"id":"https://openalex.org/C154600224","wikidata":"https://www.wikidata.org/wiki/Q5449728","display_name":"Financial market efficiency","level":3,"score":0.44736385345458984},{"id":"https://openalex.org/C139043278","wikidata":"https://www.wikidata.org/wiki/Q837171","display_name":"Financial services","level":2,"score":0.40378838777542114},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.3545406460762024},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.27455854415893555},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2699470520019531}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/12460125.2022.2094527","is_oa":false,"landing_page_url":"https://doi.org/10.1080/12460125.2022.2094527","pdf_url":null,"source":{"id":"https://openalex.org/S119153320","display_name":"Journal of Decision System","issn_l":"1246-0125","issn":["1246-0125","2116-7052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Decision Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1550855577","https://openalex.org/W1566858326","https://openalex.org/W2045711720","https://openalex.org/W2076299080","https://openalex.org/W2088561642","https://openalex.org/W2093877138","https://openalex.org/W2115849388","https://openalex.org/W2139221635","https://openalex.org/W2140699752","https://openalex.org/W2274650752","https://openalex.org/W2762041969","https://openalex.org/W2770805993","https://openalex.org/W2781145119","https://openalex.org/W2781632961","https://openalex.org/W2790921646","https://openalex.org/W2888344007","https://openalex.org/W2891091038","https://openalex.org/W2892884044","https://openalex.org/W2899895597","https://openalex.org/W2905656979","https://openalex.org/W2913080029","https://openalex.org/W2921634079","https://openalex.org/W2964591141","https://openalex.org/W2969796370","https://openalex.org/W2983541357","https://openalex.org/W2985492301","https://openalex.org/W3009952230","https://openalex.org/W3011529087","https://openalex.org/W3023294223","https://openalex.org/W3036091494","https://openalex.org/W3081120400","https://openalex.org/W3082870964","https://openalex.org/W3087235608","https://openalex.org/W3090900183","https://openalex.org/W3091479663","https://openalex.org/W3091614728","https://openalex.org/W3092444905","https://openalex.org/W3099834569","https://openalex.org/W3118084815","https://openalex.org/W3122501789","https://openalex.org/W3124780013","https://openalex.org/W3125024235","https://openalex.org/W3126118385","https://openalex.org/W3127746581","https://openalex.org/W3133164680","https://openalex.org/W3137223397","https://openalex.org/W3137481732","https://openalex.org/W3155241843","https://openalex.org/W3158075225","https://openalex.org/W3159573244","https://openalex.org/W3162932577","https://openalex.org/W3166051621","https://openalex.org/W3168258514","https://openalex.org/W3178194449","https://openalex.org/W3187499667","https://openalex.org/W3190452137","https://openalex.org/W3198859898","https://openalex.org/W3199181100","https://openalex.org/W3215576027","https://openalex.org/W4255802573","https://openalex.org/W4285476045","https://openalex.org/W6633871736"],"related_works":["https://openalex.org/W2366851188","https://openalex.org/W3025223620","https://openalex.org/W4380990792","https://openalex.org/W2354445798","https://openalex.org/W2392499073","https://openalex.org/W4254324843","https://openalex.org/W3190452137","https://openalex.org/W4313184640","https://openalex.org/W3159666928","https://openalex.org/W3125181062"],"abstract_inverted_index":{"This":[0],"study":[1],"explores":[2],"the":[3,18,55,108,111],"impact":[4],"of":[5,29,48,71,110,122],"FinTech":[6,30,50,72,98,112],"firms":[7,73],"adhering":[8],"to":[9,25,76,93,118],"manufacturing":[10,69],"efficiency":[11,33,37,90,109],"practices":[12],"compared":[13],"with":[14],"their":[15,77],"counterparts":[16],"during":[17],"fourth":[19],"industrial":[20],"revolution.":[21],"The":[22,41,66,100],"purpose":[23],"is":[24],"provide":[26],"empirical":[27],"evidence":[28],"firms'":[31],"operating":[32],"and":[34,51,113,136],"see":[35],"corporate":[36],"impacts":[38],"market":[39,78,95],"performance.":[40,79],"data":[42],"has":[43],"been":[44],"collected":[45],"from":[46,62],"Bloomberg":[47],"all":[49],"non-FinTech":[52,86,114],"companies":[53,87],"in":[54],"United":[56],"States":[57],"for":[58],"1,712":[59],"company-year":[60],"observations":[61],"2010":[63],"until":[64],"2019.":[65],"results":[67],"reveal":[68],"Efficiency":[70],"directly":[74],"relates":[75],"Besides,":[80],"our":[81],"regression":[82],"analyses":[83],"indicate":[84],"that":[85],"display":[88],"inferior":[89],"practices,":[91],"leading":[92],"lower":[94],"performance":[96],"than":[97],"firms.":[99],"study\u2019s":[101],"outcomes":[102],"are":[103],"important":[104],"as":[105],"they":[106],"highlighted":[107],"companies,":[115],"offering":[116],"insights":[117],"a":[119],"wide":[120],"range":[121],"stakeholders,":[123],"including":[124],"researchers,":[125],"policymakers,":[126],"regulators,":[127],"financial":[128],"report":[129],"users,":[130],"investors,":[131],"environmental":[132],"unions,":[133],"employees,":[134],"clients,":[135],"society.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}