{"id":"https://openalex.org/W4414529205","doi":"https://doi.org/10.3390/systems13100844","title":"Does Data Asset Information Disclosure Mitigate Supply Chain Risk? Causal Evidence from Double-Debiased Machine Learning","display_name":"Does Data Asset Information Disclosure Mitigate Supply Chain Risk? Causal Evidence from Double-Debiased Machine Learning","publication_year":2025,"publication_date":"2025-09-25","ids":{"openalex":"https://openalex.org/W4414529205","doi":"https://doi.org/10.3390/systems13100844"},"language":"en","primary_location":{"id":"doi:10.3390/systems13100844","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13100844","pdf_url":"https://www.mdpi.com/2079-8954/13/10/844/pdf?version=1758811855","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/13/10/844/pdf?version=1758811855","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013027054","display_name":"Huiyi Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiyi Shi","raw_affiliation_strings":["Business School, Jiangsu Normal University, Xuzhou 221116, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Jiangsu Normal University, Xuzhou 221116, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053890256","display_name":"Yufei Xia","orcid":"https://orcid.org/0000-0001-7805-8091"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yufei Xia","raw_affiliation_strings":["Business School, Jiangsu Normal University, Xuzhou 221116, China"],"raw_orcid":"https://orcid.org/0000-0001-7805-8091","affiliations":[{"raw_affiliation_string":"Business School, Jiangsu Normal University, Xuzhou 221116, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118906063","display_name":"Zihe Zong","orcid":null},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihe Zong","raw_affiliation_strings":["Sino-Russia College, Jiangsu Normal University, Xuzhou 221116, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sino-Russia College, Jiangsu Normal University, Xuzhou 221116, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118268765","display_name":"Yifan Hua","orcid":null},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Hua","raw_affiliation_strings":["Sino-Russia College, Jiangsu Normal University, Xuzhou 221116, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sino-Russia College, Jiangsu Normal University, Xuzhou 221116, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113402536","display_name":"Jingfeng Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jikang Sun","raw_affiliation_strings":["Business School, Jiangsu Normal University, Xuzhou 221116, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Jiangsu Normal University, Xuzhou 221116, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028133800","display_name":"Xiangyu Chen","orcid":"https://orcid.org/0000-0001-5280-173X"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyu Chen","raw_affiliation_strings":["Business School, Jiangsu Normal University, Xuzhou 221116, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Jiangsu Normal University, Xuzhou 221116, China","institution_ids":["https://openalex.org/I118574674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5053890256"],"corresponding_institution_ids":["https://openalex.org/I118574674"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":1.9375,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89820855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"13","issue":"10","first_page":"844","last_page":"844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9925000071525574,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9925000071525574,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9921000003814697,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9465000033378601,"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/supply-chain","display_name":"Supply chain","score":0.7975000143051147},{"id":"https://openalex.org/keywords/causal-chain","display_name":"Causal chain","score":0.5386999845504761},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.5185999870300293},{"id":"https://openalex.org/keywords/mediation","display_name":"Mediation","score":0.48579999804496765},{"id":"https://openalex.org/keywords/asset-specificity","display_name":"Asset specificity","score":0.4754999876022339},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.3955000042915344},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.3905999958515167}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7975000143051147},{"id":"https://openalex.org/C79897977","wikidata":"https://www.wikidata.org/wiki/Q5054568","display_name":"Causal chain","level":2,"score":0.5386999845504761},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.5185999870300293},{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.48579999804496765},{"id":"https://openalex.org/C2778510605","wikidata":"https://www.wikidata.org/wiki/Q4808810","display_name":"Asset specificity","level":3,"score":0.4754999876022339},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.46779999136924744},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.3955000042915344},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.3905999958515167},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.3513999879360199},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3422999978065491},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.3294999897480011},{"id":"https://openalex.org/C137577040","wikidata":"https://www.wikidata.org/wiki/Q431965","display_name":"Information asymmetry","level":2,"score":0.3255000114440918},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.32019999623298645},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2978000044822693},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.289900004863739},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C80212096","wikidata":"https://www.wikidata.org/wiki/Q1975416","display_name":"Systematic risk","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25270000100135803}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13100844","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13100844","pdf_url":"https://www.mdpi.com/2079-8954/13/10/844/pdf?version=1758811855","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0d1f7768a9b1430b8134b4fecbdf2c30","is_oa":true,"landing_page_url":"https://doaj.org/article/0d1f7768a9b1430b8134b4fecbdf2c30","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 13, Iss 10, p 844 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13100844","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13100844","pdf_url":"https://www.mdpi.com/2079-8954/13/10/844/pdf?version=1758811855","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3079758427","display_name":null,"funder_award_id":"25GLB020","funder_id":"https://openalex.org/F4320329865","funder_display_name":"Social Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G312616260","display_name":null,"funder_award_id":"23AGL029","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"},{"id":"https://openalex.org/G6910999490","display_name":null,"funder_award_id":"23YJA910004","funder_id":"https://openalex.org/F4320335982","funder_display_name":"Humanities and Social Science Fund of Ministry of Education of China"},{"id":"https://openalex.org/G8789251678","display_name":null,"funder_award_id":"72103082","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320322298","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98"},{"id":"https://openalex.org/F4320329865","display_name":"Social Science Foundation of Jiangsu Province","ror":null},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null},{"id":"https://openalex.org/F4320335982","display_name":"Humanities and Social Science Fund of Ministry of Education of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4414529205.pdf"},"referenced_works_count":84,"referenced_works":["https://openalex.org/W181512613","https://openalex.org/W1593455549","https://openalex.org/W1660626617","https://openalex.org/W1676099465","https://openalex.org/W1966586504","https://openalex.org/W1973726086","https://openalex.org/W1976054082","https://openalex.org/W1988395163","https://openalex.org/W2013285825","https://openalex.org/W2037419739","https://openalex.org/W2042738646","https://openalex.org/W2052310212","https://openalex.org/W2059520058","https://openalex.org/W2068640075","https://openalex.org/W2073678397","https://openalex.org/W2075935227","https://openalex.org/W2080693034","https://openalex.org/W2104925392","https://openalex.org/W2112256230","https://openalex.org/W2115628567","https://openalex.org/W2123709218","https://openalex.org/W2127411842","https://openalex.org/W2131223556","https://openalex.org/W2154187126","https://openalex.org/W2159491823","https://openalex.org/W2163577601","https://openalex.org/W2165691491","https://openalex.org/W2465587637","https://openalex.org/W2497610707","https://openalex.org/W2756031635","https://openalex.org/W2912992283","https://openalex.org/W2982845268","https://openalex.org/W2986002961","https://openalex.org/W2991525925","https://openalex.org/W3026226282","https://openalex.org/W3106862400","https://openalex.org/W3123436326","https://openalex.org/W3123440458","https://openalex.org/W3123517884","https://openalex.org/W3124434809","https://openalex.org/W3124536214","https://openalex.org/W3125554828","https://openalex.org/W3163624904","https://openalex.org/W3212647556","https://openalex.org/W4200103877","https://openalex.org/W4281762539","https://openalex.org/W4281780361","https://openalex.org/W4286471466","https://openalex.org/W4313310734","https://openalex.org/W4320013916","https://openalex.org/W4382469092","https://openalex.org/W4385490954","https://openalex.org/W4387641416","https://openalex.org/W4387647935","https://openalex.org/W4388219223","https://openalex.org/W4389227004","https://openalex.org/W4390645523","https://openalex.org/W4392817685","https://openalex.org/W4393182877","https://openalex.org/W4394720358","https://openalex.org/W4395014873","https://openalex.org/W4395072681","https://openalex.org/W4395465432","https://openalex.org/W4396640775","https://openalex.org/W4396858951","https://openalex.org/W4396861403","https://openalex.org/W4399053872","https://openalex.org/W4399766572","https://openalex.org/W4402043019","https://openalex.org/W4402199267","https://openalex.org/W4403147770","https://openalex.org/W4403894054","https://openalex.org/W4404727821","https://openalex.org/W4404811643","https://openalex.org/W4405012835","https://openalex.org/W4405048678","https://openalex.org/W4405585837","https://openalex.org/W4406091519","https://openalex.org/W4407660913","https://openalex.org/W4410567158","https://openalex.org/W4411349878","https://openalex.org/W4412125705","https://openalex.org/W4412399364","https://openalex.org/W4412517416"],"related_works":[],"abstract_inverted_index":{"As":[0],"a":[1,13,17,31,107,179],"vital":[2],"driver":[3],"of":[4,65,72,119],"supply":[5,23,49,66,147,187],"chain":[6,50,67,148,169],"management,":[7],"data":[8,43,73],"has":[9],"evolved":[10],"into":[11],"both":[12],"foundational":[14],"resource":[15],"and":[16,25,38,77,87,145,166],"critical":[18],"production":[19],"factor":[20],"for":[21,182],"optimizing":[22],"chains":[24],"mitigating":[26],"risk.":[27],"This":[28],"study":[29],"adopts":[30],"four-dimensional":[32],"framework":[33],"(i.e.,":[34],"visibility,":[35,141],"coordination,":[36],"flexibility,":[37],"redundancy)":[39],"to":[40,54,102,113],"investigate":[41],"how":[42],"asset":[44,74],"information":[45,75,138],"disclosure":[46,76],"(DAID)":[47],"shapes":[48],"risk":[51,68],"(SCR).":[52],"Relative":[53],"the":[55,63,70,126,186],"existing":[56],"literature,":[57],"this":[58],"paper":[59],"contributes":[60],"by":[61,78],"examining":[62],"determinants":[64],"from":[69],"perspective":[71],"conducting":[79],"empirical":[80],"analyses":[81],"using":[82],"double":[83],"debiased":[84],"machine":[85],"learning":[86],"causal":[88],"mediation":[89,122],"analysis.":[90],"The":[91],"results":[92,100],"show":[93],"that":[94,130,175],"DAID":[95,111,131],"significantly":[96],"lowers":[97],"SCR,":[98],"with":[99,125],"robust":[101],"multiple":[103],"sensitivity":[104],"checks.":[105],"Economically,":[106],"one-standard-deviation":[108],"increase":[109],"in":[110,117,162],"leads":[112],"an":[114],"average":[115],"decline":[116],"SCR":[118,133,177],"0.63%.":[120],"Causal":[121],"analysis,":[123],"aligned":[124],"theoretical":[127],"dimensions,":[128],"reveals":[129],"mitigates":[132],"through":[134],"four":[135],"channels:":[136],"enhancing":[137],"transparency,":[139],"improving":[140],"strengthening":[142],"agile":[143],"responsiveness,":[144],"increasing":[146],"concentration.":[149],"Heterogeneity":[150],"tests":[151],"reveal":[152],"stronger":[153],"effects":[154],"among":[155],"firms":[156],"facing":[157],"fewer":[158],"financing":[159],"constraints,":[160],"operating":[161],"more":[163],"marketized":[164],"environments,":[165],"designated":[167],"as":[168],"master":[170],"firms.":[171],"Further":[172],"evidence":[173],"suggests":[174],"reduced":[176],"promotes":[178],"greater":[180],"capacity":[181],"coordinated":[183],"innovation":[184],"within":[185],"chain.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}