{"id":"https://openalex.org/W4413993239","doi":"https://doi.org/10.3390/su17177950","title":"Exploring the Mechanism of How the Market-Based Allocation of Data Elements Affects the Supply Chain Resilience of Manufacturing Enterprises: A Perspective on Data as a Production Factor","display_name":"Exploring the Mechanism of How the Market-Based Allocation of Data Elements Affects the Supply Chain Resilience of Manufacturing Enterprises: A Perspective on Data as a Production Factor","publication_year":2025,"publication_date":"2025-09-03","ids":{"openalex":"https://openalex.org/W4413993239","doi":"https://doi.org/10.3390/su17177950"},"language":"en","primary_location":{"id":"doi:10.3390/su17177950","doi":"https://doi.org/10.3390/su17177950","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su17177950","pdf_url":"https://www.mdpi.com/2071-1050/17/17/7950/pdf?version=1756906913","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2071-1050/17/17/7950/pdf?version=1756906913","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113036934","display_name":"Haoqiang Yuan","orcid":"https://orcid.org/0000-0001-6366-3467","observed_orcids":["https://orcid.org/0000-0001-6366-3467"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haoqiang Yuan","raw_affiliation_strings":["Local Legislation Research Base of Jiangsu Province, Southeast University, Nanjing 211189, China","School of Law, Southeast University, Nanjing 211189, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Local Legislation Research Base of Jiangsu Province, Southeast University, Nanjing 211189, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Law, Southeast University, Nanjing 211189, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xi Du","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Du","raw_affiliation_strings":["Local Legislation Research Base of Jiangsu Province, Southeast University, Nanjing 211189, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Local Legislation Research Base of Jiangsu Province, Southeast University, Nanjing 211189, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113036934"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2896},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2896},"fwci":4.0577,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93616944,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"17","first_page":"7950","last_page":"7950"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.00419999985024333,"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"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.0017999999690800905,"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/data-as-a-factor-of-production","display_name":"data as a production factor","score":0.8669999837875366},{"id":"https://openalex.org/keywords/supply-chain-resilience","display_name":"supply chain resilience","score":0.9860000014305115},{"id":"https://openalex.org/keywords/manufacturing-firms","display_name":"manufacturing companies","score":0.9940000176429749},{"id":"https://openalex.org/keywords/information-asymmetry","display_name":"information asymmetry","score":0.906000018119812},{"id":"https://openalex.org/keywords/supply-chain-finance","display_name":"supply chain finance","score":0.9959999918937683},{"id":"https://openalex.org/keywords/managerial-efficiency","display_name":"management efficiency","score":0.6439999938011169},{"id":"https://openalex.org/keywords/rule-of-law","display_name":"rule of law","score":0.7089999914169312},{"id":"https://openalex.org/keywords/state-owned-enterprises","display_name":"state-owned enterprises","score":0.6179999709129333},{"id":"https://openalex.org/keywords/digital-intensity","display_name":"digital intensity","score":0.4390000104904175},{"id":"https://openalex.org/keywords/industrial-resilience","display_name":"industrial resilience","score":0.5440000295639038},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.4359999895095825}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7091723680496216},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7057002186775208},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6692732572555542},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6534005999565125},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.6212790608406067},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.616260826587677},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5904547572135925},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.501694917678833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25130414962768555},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.209089994430542},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.20467576384544373},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.19368761777877808},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/su17177950","doi":"https://doi.org/10.3390/su17177950","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su17177950","pdf_url":"https://www.mdpi.com/2071-1050/17/17/7950/pdf?version=1756906913","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/su17177950","doi":"https://doi.org/10.3390/su17177950","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su17177950","pdf_url":"https://www.mdpi.com/2071-1050/17/17/7950/pdf?version=1756906913","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"},{"score":0.7257999777793884,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3452637021","display_name":null,"funder_award_id":"ZD189","funder_id":"https://openalex.org/F4320327557","funder_display_name":"National Office for Philosophy and Social Sciences"}],"funders":[{"id":"https://openalex.org/F4320327557","display_name":"National Office for Philosophy and Social Sciences","ror":"https://ror.org/04m0ms912"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413993239.pdf","grobid_xml":"https://content.openalex.org/works/W4413993239.grobid-xml"},"referenced_works_count":129,"referenced_works":["https://openalex.org/W173210655","https://openalex.org/W1556335963","https://openalex.org/W1603502730","https://openalex.org/W1750385100","https://openalex.org/W1981637880","https://openalex.org/W1998652696","https://openalex.org/W2005525451","https://openalex.org/W2007603397","https://openalex.org/W2012118314","https://openalex.org/W2052644564","https://openalex.org/W2089119433","https://openalex.org/W2100033597","https://openalex.org/W2103970307","https://openalex.org/W2112948858","https://openalex.org/W2123709218","https://openalex.org/W2138053063","https://openalex.org/W2139101267","https://openalex.org/W2142203809","https://openalex.org/W2144062506","https://openalex.org/W2147403921","https://openalex.org/W2157131365","https://openalex.org/W2191191439","https://openalex.org/W2299388241","https://openalex.org/W2344081703","https://openalex.org/W2507509445","https://openalex.org/W2525116986","https://openalex.org/W2555301198","https://openalex.org/W2569486666","https://openalex.org/W2745033783","https://openalex.org/W2765360068","https://openalex.org/W2773928770","https://openalex.org/W2789887285","https://openalex.org/W2883679314","https://openalex.org/W2907169104","https://openalex.org/W2944939010","https://openalex.org/W3023729765","https://openalex.org/W3033639166","https://openalex.org/W3042920451","https://openalex.org/W3043470051","https://openalex.org/W3091809528","https://openalex.org/W3174897088","https://openalex.org/W3175479149","https://openalex.org/W3183119561","https://openalex.org/W3185283549","https://openalex.org/W3188001017","https://openalex.org/W3197683024","https://openalex.org/W3207270226","https://openalex.org/W4200520958","https://openalex.org/W4200565746","https://openalex.org/W4210855317","https://openalex.org/W4223978416","https://openalex.org/W4280551256","https://openalex.org/W4295519591","https://openalex.org/W4295540098","https://openalex.org/W4306670927","https://openalex.org/W4307810537","https://openalex.org/W4312190492","https://openalex.org/W4312626346","https://openalex.org/W4312962780","https://openalex.org/W4313319870","https://openalex.org/W4319602874","https://openalex.org/W4323864054","https://openalex.org/W4365142088","https://openalex.org/W4372779782","https://openalex.org/W4377037475","https://openalex.org/W4379179509","https://openalex.org/W4380927592","https://openalex.org/W4381949794","https://openalex.org/W4382299853","https://openalex.org/W4386051104","https://openalex.org/W4386479455","https://openalex.org/W4386607505","https://openalex.org/W4388000275","https://openalex.org/W4388007311","https://openalex.org/W4388202218","https://openalex.org/W4389684097","https://openalex.org/W4390106850","https://openalex.org/W4390740981","https://openalex.org/W4390941382","https://openalex.org/W4391317250","https://openalex.org/W4391783187","https://openalex.org/W4391985369","https://openalex.org/W4392585595","https://openalex.org/W4393091096","https://openalex.org/W4393163818","https://openalex.org/W4393199747","https://openalex.org/W4393947708","https://openalex.org/W4394579290","https://openalex.org/W4394806283","https://openalex.org/W4394895927","https://openalex.org/W4396735746","https://openalex.org/W4398133343","https://openalex.org/W4398785563","https://openalex.org/W4399216771","https://openalex.org/W4399800741","https://openalex.org/W4400101233","https://openalex.org/W4400527776","https://openalex.org/W4400934567","https://openalex.org/W4401466754","https://openalex.org/W4401688977","https://openalex.org/W4401698921","https://openalex.org/W4401844300","https://openalex.org/W4401933589","https://openalex.org/W4402099710","https://openalex.org/W4402756124","https://openalex.org/W4403079518","https://openalex.org/W4403198225","https://openalex.org/W4403476821","https://openalex.org/W4403626258","https://openalex.org/W4403797662","https://openalex.org/W4404498010","https://openalex.org/W4404772579","https://openalex.org/W4404910055","https://openalex.org/W4405112095","https://openalex.org/W4405987658","https://openalex.org/W4406246892","https://openalex.org/W4406320345","https://openalex.org/W4406411055","https://openalex.org/W4407394123","https://openalex.org/W4407574456","https://openalex.org/W4407660913","https://openalex.org/W4408173484","https://openalex.org/W4409371461","https://openalex.org/W4409877967","https://openalex.org/W4410410159","https://openalex.org/W4411183714","https://openalex.org/W4411463809","https://openalex.org/W4411735198","https://openalex.org/W4412678315"],"related_works":["https://openalex.org/W7166824020","https://openalex.org/W7203667384","https://openalex.org/W4417314401","https://openalex.org/W7131364896","https://openalex.org/W7169532299","https://openalex.org/W4414973894","https://openalex.org/W4412842806","https://openalex.org/W7128521703","https://openalex.org/W4414865922","https://openalex.org/W7162515470"],"abstract_inverted_index":{"The":[0],"escalating":[1],"frequency":[2],"of":[3,169],"natural":[4],"disasters":[5],"and":[6,17,132,162,179,190,211],"political":[7],"conflicts":[8],"has":[9],"heightened":[10],"focus":[11],"on":[12],"industrial":[13,208],"supply":[14,21,41,60,103,129,134,158,191,222],"chain":[15,22,42,61,104,130,135,159,192,223],"resilience":[16,23,120,209],"security,":[18],"making":[19],"corporate":[20],"enhancement":[24,210],"a":[25,31,52,72],"critical":[26],"global":[27,221],"concern.":[28],"Data,":[29],"as":[30,71,106],"novel":[32],"production":[33],"factor,":[34],"presents":[35],"an":[36,218],"effective":[37],"pathway":[38],"to":[39,86,203],"fortify":[40],"resilience.":[43,62,193],"This":[44,194],"paper":[45],"investigates":[46],"data":[47,77,96,116,151,187,205],"factor":[48,97,117,188],"marketisation":[49,98,118,189,206],"by":[50,121],"constructing":[51],"theoretical":[53,90],"framework":[54],"linking":[55],"it":[56],"with":[57,149,156,166],"manufacturing":[58,82,101],"enterprise":[59,102],"Using":[63],"China\u2019s":[64],"Big":[65],"Data":[66],"Comprehensive":[67],"Experimental":[68],"Zone":[69],"establishment":[70],"quasi-natural":[73],"experiment,":[74],"we":[75],"analyzed":[76],"from":[78],"Chinese":[79],"A-share":[80],"listed":[81],"firms":[83],"spanning":[84],"2003\u20132023":[85],"empirically":[87],"validate":[88],"our":[89],"analysis.":[91],"Our":[92],"findings":[93],"reveal":[94],"that":[95,115,174],"significantly":[99],"enhances":[100],"resilience,":[105],"confirmed":[107],"using":[108],"rigorous":[109],"robustness":[110],"checks.":[111],"Mechanism":[112],"analysis":[113,138,172],"demonstrates":[114],"improves":[119],"reducing":[122],"information":[123],"asymmetries,":[124],"boosting":[125],"management":[126],"efficiency,":[127],"mitigating":[128],"reliance,":[131],"enhancing":[133],"financing.":[136],"Heterogeneity":[137],"indicates":[139],"stronger":[140],"positive":[141,184],"impacts":[142],"in":[143,164],"non-state-owned":[144],"enterprises,":[145],"smaller":[146],"firms,":[147],"companies":[148],"advanced":[150],"capabilities,":[152],"non-digital-intensive":[153],"businesses,":[154],"enterprises":[155,216],"substantial":[157],"funding":[160],"needs,":[161],"those":[163],"regions":[165],"strong":[167],"rule":[168],"law.":[170],"Further":[171],"shows":[173],"improved":[175],"employment,":[176],"financing,":[177],"innovation,":[178],"communication":[180],"environments":[181],"amplify":[182],"the":[183],"relationship":[185],"between":[186],"study":[195],"provides":[196],"crucial":[197],"insights":[198],"for":[199,207,215],"policy":[200],"makers":[201],"seeking":[202],"leverage":[204],"offers":[212],"strategic":[213],"guidance":[214],"navigating":[217],"increasingly":[219],"uncertain":[220],"environment.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}
