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The structural and measurement models were examined and evaluated by using partial least squares structural equation modelling.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>The findings revealed that BDA is linked to flexibilities in a manufacturing firm\u2019s value chain, which in turn is related to the firm\u2019s SCRe. However, the association between BDA and SCRe is surprisingly non-significant. Additionally, CA-I was discovered to moderate the connections between all of the constructs, except for the relationship between BDA and SCRe. Such findings imply that with the aim of enhancing resilience, a company should concentrate on SCF; and that BDA capability is a prerequisite for increasing these flexibilities.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>This research extrapolates the findings of previous studies regarding BDA\u2019s influence on SCRe by investigating the indirect effect of SCF, as well as the moderating influence of CA-I. This research is one of the first few studies to empirically examine the relationships between BDA, SCF and SCRe across manufacturing firms, with CA-I acting as a moderator.<\/jats:p><\/jats:sec>","DOI":"10.1108\/imds-07-2022-0411","type":"journal-article","created":{"date-parts":[[2024,1,29]],"date-time":"2024-01-29T11:09:40Z","timestamp":1706526580000},"page":"1203-1233","source":"Crossref","is-referenced-by-count":27,"title":["Big data analytics capability in building supply chain resilience: the moderating effect of innovation-focused complementary assets"],"prefix":"10.1108","volume":"124","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8723-8219","authenticated-orcid":false,"given":"Voon Hsien","family":"Lee","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4931-744X","authenticated-orcid":false,"given":"Pik-Yin","family":"Foo","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7636-5928","authenticated-orcid":false,"given":"Tat-Huei","family":"Cham","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6512-9521","authenticated-orcid":false,"given":"Teck-Soon","family":"Hew","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2942-9700","authenticated-orcid":false,"given":"Garry Wei-Han","family":"Tan","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3384-1207","authenticated-orcid":false,"given":"Keng-Boon","family":"Ooi","sequence":"additional","affiliation":[]}],"member":"140","published-online":{"date-parts":[[2024,1,29]]},"reference":[{"issue":"7","key":"key2024021910234328800_ref001","doi-asserted-by":"publisher","first-page":"1673","DOI":"10.1108\/bpmj-09-2018-0241","article-title":"Effect of supply-chain resilience on firm performance and competitive advantage: a study of the Sri Lankan apparel industry","volume":"25","year":"2019","journal-title":"Business Process Management Journal"},{"key":"key2024021910234328800_ref002","doi-asserted-by":"publisher","DOI":"10.1016\/j.tele.2023.101953","article-title":"A relook at the mobile advertising landscape: what are the new consumer expectations in the retailing industry?","volume":"79","year":"2023","journal-title":"Telematics and Informatics"},{"issue":"3","key":"key2024021910234328800_ref003","doi-asserted-by":"publisher","first-page":"396","DOI":"10.2307\/3150783","article-title":"Estimating nonresponse bias in mail surveys","volume":"14","year":"1977","journal-title":"Journal of Marketing Research"},{"issue":"12","key":"key2024021910234328800_ref004","doi-asserted-by":"publisher","first-page":"2266","DOI":"10.1108\/ijopm-09-2017-0555","article-title":"Dynamic supply chain capabilities: how market sensing, supply chain agility and adaptability affect supply chain ambidexterity","volume":"38","year":"2018","journal-title":"International Journal of Operations and Production Management"},{"issue":"4","key":"key2024021910234328800_ref005","doi-asserted-by":"publisher","first-page":"863","DOI":"10.1108\/md-07-2018-0724","article-title":"Examining the role of dynamic remanufacturing capability on supply chain resilience in circular economy","volume":"57","year":"2019","journal-title":"Management Decision"},{"issue":"4","key":"key2024021910234328800_ref006","doi-asserted-by":"publisher","first-page":"1141","DOI":"10.1108\/IJLM-02-2021-0095","article-title":"How big data analytics can help manufacturing companies strengthen supply chain resilience in the context of the COVID-19 pandemic","volume":"34","year":"2021","journal-title":"The International Journal of Logistics Management"},{"issue":"5","key":"key2024021910234328800_ref007","doi-asserted-by":"publisher","first-page":"1621","DOI":"10.1108\/itp-01-2021-0048","article-title":"The role of big data analytics capabilities in bolstering supply chain resilience and firm performance: a dynamic capability view","volume":"35","year":"2021","journal-title":"Information Technology and People"},{"issue":"2","key":"key2024021910234328800_ref008","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1108\/scm-01-2021-0053","article-title":"The application of digital twin technology in operations and supply chain management: a bibliometric review","volume":"27","year":"2022","journal-title":"Supply Chain Management"},{"issue":"ahead-of-print","key":"key2024021910234328800_ref009","doi-asserted-by":"publisher","DOI":"10.1108\/ijlm-11-2020-0455","article-title":"Strategies to mitigate the impact of COVID-19 on supply chain disruptions: a multiple case analysis of buyers and distributors","volume":"ahead-of-print","year":"2021","journal-title":"The International Journal of Logistics Management"},{"issue":"2","key":"key2024021910234328800_ref010","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1108\/ijsms-02-2021-0040","article-title":"Will destination image drive the intention to revisit and recommend? 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