{"id":"https://openalex.org/W7212283766","doi":"https://doi.org/10.48550/arxiv.2609.11391","title":"Buyer Artificial Intelligence-Enabled Environmental Governance and Supplier Environmental Controversies: An Organizational Information Processing and Signaling","display_name":"Buyer Artificial Intelligence-Enabled Environmental Governance and Supplier Environmental Controversies: An Organizational Information Processing and Signaling","publication_year":2026,"publication_date":"2026-09-10","ids":{"openalex":"https://openalex.org/W7212283766","doi":"https://doi.org/10.48550/arxiv.2609.11391"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2609.11391","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.11391","pdf_url":"https://arxiv.org/pdf/2609.11391","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"volume":null,"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2609.11391","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130246028","display_name":"Yongchao Martin Ma","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ma, Yongchao Martin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5151408684","display_name":"Xinya Guan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan, Xinya","raw_affiliation_strings":["School of Economics and Management Harbin Engineering University Harbin , PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management Harbin Engineering University Harbin , PR China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.7113999724388123,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.7113999724388123,"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/T11552","display_name":"Global trade, sustainability, and social impact","score":0.20090000331401825,"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/T10880","display_name":"Environmental Sustainability in Business","score":0.021900000050663948,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.7860000133514404},{"id":"https://openalex.org/keywords/environmental-governance","display_name":"environmental governance","score":0.8809999823570251},{"id":"https://openalex.org/keywords/global-supply-chains","display_name":"global supply chains","score":0.7789999842643738},{"id":"https://openalex.org/keywords/buyer-supplier-relationships","display_name":"buyer-supplier relationships","score":0.7760000228881836},{"id":"https://openalex.org/keywords/organizational-information-processing","display_name":"organizational information processing","score":0.8169999718666077},{"id":"https://openalex.org/keywords/signaling-theory","display_name":"signaling theory","score":0.9810000061988831},{"id":"https://openalex.org/keywords/artificial-intelligence-readiness","display_name":"AI readiness","score":0.8500000238418579},{"id":"https://openalex.org/keywords/regulatory-quality","display_name":"regulatory quality","score":0.996999979019165}],"concepts":[{"id":"https://openalex.org/C2777682447","wikidata":"https://www.wikidata.org/wiki/Q3039637","display_name":"Environmental governance","level":3,"score":0.7638999819755554},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.7142000198364258},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.6962000131607056},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.6011000275611877},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5737000107765198},{"id":"https://openalex.org/C189922023","wikidata":"https://www.wikidata.org/wiki/Q17056348","display_name":"Information governance","level":4,"score":0.4693000018596649},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.4262000024318695},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.4250999987125397},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.4016999900341034},{"id":"https://openalex.org/C2985274072","wikidata":"https://www.wikidata.org/wiki/Q328798","display_name":"Environmental regulation","level":2,"score":0.3846000134944916},{"id":"https://openalex.org/C147887874","wikidata":"https://www.wikidata.org/wiki/Q16252774","display_name":"Institutional theory","level":2,"score":0.36160001158714294},{"id":"https://openalex.org/C100129307","wikidata":"https://www.wikidata.org/wiki/Q1261772","display_name":"Environmental Sustainability Index","level":3,"score":0.3492000102996826},{"id":"https://openalex.org/C48807843","wikidata":"https://www.wikidata.org/wiki/Q3491300","display_name":"Environmental scanning","level":4,"score":0.3465999960899353},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.335099995136261},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3199999928474426},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C104861157","wikidata":"https://www.wikidata.org/wiki/Q1357275","display_name":"Supplier relationship management","level":4,"score":0.3068999946117401},{"id":"https://openalex.org/C83056255","wikidata":"https://www.wikidata.org/wiki/Q2910843","display_name":"Information processing theory","level":3,"score":0.30239999294281006},{"id":"https://openalex.org/C164749845","wikidata":"https://www.wikidata.org/wiki/Q320389","display_name":"Environmental impact assessment","level":2,"score":0.3000999987125397},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C2776310101","wikidata":"https://www.wikidata.org/wiki/Q1524235","display_name":"Global governance","level":3,"score":0.2890999913215637},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.28060001134872437},{"id":"https://openalex.org/C2989271921","wikidata":"https://www.wikidata.org/wiki/Q919526","display_name":"Environmental policy","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C51832835","wikidata":"https://www.wikidata.org/wiki/Q1520901","display_name":"Environmental management system","level":3,"score":0.26570001244544983},{"id":"https://openalex.org/C40003211","wikidata":"https://www.wikidata.org/wiki/Q5570838","display_name":"Global environmental analysis","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C2778897053","wikidata":"https://www.wikidata.org/wiki/Q125783","display_name":"Supplier evaluation","level":4,"score":0.2531000077724457}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2609.11391","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.11391","pdf_url":"https://arxiv.org/pdf/2609.11391","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"doi:10.48550/arxiv.2609.11391","doi":"https://doi.org/10.48550/arxiv.2609.11391","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2609.11391","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2609.11391","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.11391","pdf_url":"https://arxiv.org/pdf/2609.11391","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, justice, and strong institutions","score":0.7297000288963318}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320321883","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7212283766.pdf","grobid_xml":"https://content.openalex.org/works/W7212283766.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7167836628","https://openalex.org/W4408625262","https://openalex.org/W7162211666","https://openalex.org/W7169502792","https://openalex.org/W7117293968","https://openalex.org/W4415909382","https://openalex.org/W4414355916","https://openalex.org/W7214913304","https://openalex.org/W2504896235","https://openalex.org/W7223178801"],"abstract_inverted_index":{"Environmental":[0],"controversies":[1,50,106],"in":[2,107,116],"global":[3,10],"supply":[4,137],"chains":[5],"pose":[6],"significant":[7],"risks":[8],"for":[9],"buyers.":[11],"This":[12,111],"study":[13,127],"examines":[14],"whether":[15],"overseas":[16],"suppliers'":[17,42,93],"exposure":[18,43,94],"to":[19,44,63,84,95,129],"buyers'":[20],"artificial":[21],"intelligence":[22],"(AI)-enabled":[23],"environmental":[24,28,49,67,98,105],"governance":[25,46,99,134],"reduces":[26],"supplier":[27,104,117],"controversies.":[29],"Drawing":[30],"on":[31,73,131],"organizational":[32],"information":[33],"processing":[34],"theory":[35],"and":[36,51,123,135],"signaling":[37],"theory,":[38],"we":[39,69],"investigate":[40],"how":[41],"AI-enabled":[45,66,97,132],"influences":[47],"their":[48],"the":[52,108],"institutional":[53],"contingencies":[54],"under":[55],"which":[56],"this":[57],"effect":[58],"varies.":[59],"Using":[60],"text":[61],"analysis":[62],"measure":[64],"buyer":[65,96],"governance,":[68],"analyze":[70],"panel":[71],"data":[72],"2,505":[74],"suppliers":[75],"of":[76],"U.S.-listed":[77],"firms":[78],"across":[79],"41":[80],"countries":[81,118],"from":[82],"2020":[83],"2024":[85],"with":[86,103,119],"multidimensional":[87],"fixed-effects":[88],"models.":[89],"We":[90],"find":[91],"that":[92],"is":[100,114],"negatively":[101],"associated":[102],"following":[109],"year.":[110],"negative":[112],"relationship":[113],"stronger":[115],"higher":[120],"AI":[121],"readiness":[122],"regulatory":[124],"quality.":[125],"The":[126],"contributes":[128],"research":[130],"sustainability":[133],"sustainable":[136],"chain":[138],"risk":[139],"management.":[140]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-09-12T00:00:00"}