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Chinese small and medium enterprises (SMEs) can bring organizations radical innovation by investing in innovation projects (i.e. big data use; BDU) using the SMEs' scarce resources. Thus, the authors' research aims to predict Chinese SMEs' radical innovation (RI) through BDU using the theoretical lenses of the resource-based view. Moreover, the authors' study also pursues to realize the undermining mediating process of business strategy alignment (BSA) and the buffering role of information sharing in BDU\u2013RI linkage.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>In total, 297 Chinese SMEs entrepreneurs and managers were recruited from the Yangtze River Economic Belt, China using a survey approach. In Mplus 7.4, the authors tested the proposed hypotheses.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>The sample of 297 shows that BDU is directly and indirectly (via BSA) related to RI. Further, information sharing moderates the linkage between BDU and BSA and BSA and RI. The association between BSA and RI is only significant and stronger when information sharing is high.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Practical implications<\/jats:title><jats:p>This research is beneficial for SME entrepreneurs\/managers to enhance the understanding of BDU, eliminate challenges of BSA via BDU and align business strategies to bring RI to Chinese SMEs.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>SMEs always search for new ways to enhance SMEs' productivity using scarce resources. This is the first research that advances big data and innovation literature by predicting firm RI through BDU using a resource-based view. Moreover, this study is novel because the study investigates the mediation role of BSA and the moderating role of information sharing in the linkage between BDU and firm RI in Chinese SMEs.<\/jats:p><\/jats:sec>","DOI":"10.1108\/jeim-10-2021-0439","type":"journal-article","created":{"date-parts":[[2022,10,4]],"date-time":"2022-10-04T03:30:04Z","timestamp":1664854204000},"page":"323-346","source":"Crossref","is-referenced-by-count":21,"title":["The trickle-down effect of big data use to predict organization innovation: the roles of business strategy alignment and information sharing"],"prefix":"10.1108","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3187-3467","authenticated-orcid":false,"given":"Yu","family":"Wang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2133-7409","authenticated-orcid":false,"given":"Zulqurnain","family":"Ali","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0689-0943","authenticated-orcid":false,"given":"Aqsa","family":"Mehreen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6570-0193","authenticated-orcid":false,"given":"Khawar","family":"Hussain","sequence":"additional","affiliation":[]}],"member":"140","published-online":{"date-parts":[[2022,10,6]]},"reference":[{"issue":"3","key":"key2023012717425730300_ref001","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1509\/JMKG.72.3.094","article-title":"Competitive response to radical product innovations","volume":"72","year":"2008","journal-title":"Journal of Marketing"},{"key":"key2023012717425730300_ref002","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/j.ijpe.2016.08.018","article-title":"How to improve firm performance using big data analytics capability and business strategy alignment?","volume":"182","year":"2016","journal-title":"International Journal of Production Economics"},{"issue":"1","key":"key2023012717425730300_ref003","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1108\/BPMJ-05-2018-0133","article-title":"Does supply chain finance improve SMEs performance? 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