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The current research addresses this gap and extends organizational information processing theory by incorporating BDA-AI and exploring top management commitment (TMC) as a moderator. The current study developed a moderated mediation model based on 402 samples of data from Turkish manufacturing firms. The result revealed that the application of BDA-AI has a positive impact on GSCC and EP. The results also indicated that GSCC has a positive impact on EP. Our findings revealed that GSCC mediated the association between BDA-AI and EP. The results also revealed that TMC moderated the positive relationship between BDA-AI and GSCC, such that the strength of the positive relationship is further intensified at higher levels of TMC. The results also show that TMC moderated the positive relationship between BDA-AI and EP, such that the strength of the positive relationship is dampened at lower levels of TMC; significant findings have not been outlined in the extant literature. The current research will assist supply chain and logistics managers and top management in deploying BDA-AI technology to support GSCC and improve EP.<\/jats:p>","DOI":"10.1155\/2023\/4980895","type":"journal-article","created":{"date-parts":[[2023,3,8]],"date-time":"2023-03-08T20:05:08Z","timestamp":1678305908000},"page":"1-16","source":"Crossref","is-referenced-by-count":43,"title":["The Relationship between Big Data Analytic-Artificial Intelligence and Environmental Performance: A Moderated Mediated Model of Green Supply Chain Collaboration (GSCC) and Top Management Commitment (TMC)"],"prefix":"10.1155","volume":"2023","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6821-9509","authenticated-orcid":true,"given":"Hafid","family":"Gallo","sequence":"first","affiliation":[{"name":"Business Administration Department, Karpas Mediterranean University, Institute of Graduate Research and Studies, TRNC, Mersin 10, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3957-8892","authenticated-orcid":true,"given":"Amir","family":"Khadem","sequence":"additional","affiliation":[{"name":"Business Administration Department, Karpas Mediterranean University, Institute of Graduate Research and Studies, TRNC, Mersin 10, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0082-9922","authenticated-orcid":true,"given":"Ahmad","family":"Alzubi","sequence":"additional","affiliation":[{"name":"Business Administration Department, Karpas Mediterranean University, Institute of Graduate Research and Studies, TRNC, Mersin 10, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2016.08.009"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2018.05.015"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2019.01.004"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.3934\/naco.2020023"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2016.03.059"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2020.120557"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2019.107599"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2016.10.028"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1108\/09574090210806324"},{"key":"10","doi-asserted-by":"crossref","DOI":"10.4135\/9781452204604","volume-title":"Fundamentals of Supply Chain Management: Twelve Drivers of Competitive Advantage","author":"J. 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