竞争战略对大数据分析采用的影响:信息处理视角

Q3 Computer Science

International Journal of Electronic Commerce Studies Pub Date : 2021-11-22 DOI:10.7903/ijecs.2013

W. Weng

{"title":"竞争战略对大数据分析采用的影响:信息处理视角","authors":"W. Weng","doi":"10.7903/ijecs.2013","DOIUrl":null,"url":null,"abstract":"Recent advancements in big data analytics have invoked tremendous attention from both academics and industries. Many researchers refer that the adoption of big data analytics could lead to performance impact to organizations. However, few research study the association between business strategy and big data analytics adoption. Furthermore, the role of firms’ functional activities, such as supply chain operations, has not been clarified in the adoption considerations of big data analytics. In this research, empirical data from enterprises were collected and analyzed to assess the linkage between business strategy and big data analytics adoption, and the possible effect of supply chain competence in the linkage. The results supported our hypotheses, and the implications for management decisions are elaborated.","PeriodicalId":38305,"journal":{"name":"International Journal of Electronic Commerce Studies","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"IMPACT OF COMPETITIVE STRATEGY ON BIG DATA ANALYTICS ADOPTION: AN INFORMATION PROCESSING PERSPECTIVE\",\"authors\":\"W. Weng\",\"doi\":\"10.7903/ijecs.2013\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Recent advancements in big data analytics have invoked tremendous attention from both academics and industries. Many researchers refer that the adoption of big data analytics could lead to performance impact to organizations. However, few research study the association between business strategy and big data analytics adoption. Furthermore, the role of firms’ functional activities, such as supply chain operations, has not been clarified in the adoption considerations of big data analytics. In this research, empirical data from enterprises were collected and analyzed to assess the linkage between business strategy and big data analytics adoption, and the possible effect of supply chain competence in the linkage. The results supported our hypotheses, and the implications for management decisions are elaborated.\",\"PeriodicalId\":38305,\"journal\":{\"name\":\"International Journal of Electronic Commerce Studies\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Electronic Commerce Studies\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.7903/ijecs.2013\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Computer Science\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Electronic Commerce Studies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.7903/ijecs.2013","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Computer Science","Score":null,"Total":0}

引用次数: 0

摘要

大数据分析的最新进展引起了学术界和工业界的极大关注。许多研究人员提到，采用大数据分析可能会对组织的绩效产生影响。然而，很少有研究研究商业战略和采用大数据分析之间的关系。此外，在采用大数据分析的考虑中，企业的职能活动(如供应链运营)的作用尚未得到澄清。本研究收集并分析了企业的实证数据，以评估企业战略与大数据分析采用之间的联系，以及供应链能力在这种联系中可能产生的影响。结果支持我们的假设，并对管理决策的含义进行了阐述。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

IMPACT OF COMPETITIVE STRATEGY ON BIG DATA ANALYTICS ADOPTION: AN INFORMATION PROCESSING PERSPECTIVE

Recent advancements in big data analytics have invoked tremendous attention from both academics and industries. Many researchers refer that the adoption of big data analytics could lead to performance impact to organizations. However, few research study the association between business strategy and big data analytics adoption. Furthermore, the role of firms’ functional activities, such as supply chain operations, has not been clarified in the adoption considerations of big data analytics. In this research, empirical data from enterprises were collected and analyzed to assess the linkage between business strategy and big data analytics adoption, and the possible effect of supply chain competence in the linkage. The results supported our hypotheses, and the implications for management decisions are elaborated.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

International Journal of Electronic Commerce Studies Computer Science-Computer Science Applications

CiteScore

1.40

自引率

0.00%

发文量

期刊介绍： The IJECS is a double-blind referred academic journal for all fields of Electronic Commerce. To serve as an international platform, the IJECS encourages manuscript submissions from authors all around the world. As a multi-discipline journal, The IJECS welcome both technology oriented and business oriented electronic commerce research articles. The purpose of the International Journal of Electronic Commerce Studies is to promote electronic commerce research and provide worldwide scholars a place to publish their innovative work in electronic commerce. To be published in the journal, the manuscript must make strong empirical, theoretical, or practical contributions and highlight the significance of the contributions to the electronic commerce field. Thus, preference is given to submissions that test, extend, or build strong theoretical frameworks for electronic commerce theory, electronic commerce system development, and electronic commerce practice. The journal is not tied to any particular national context; the geographic distribution of authors publishing in the journal came from countries around the world. Articles introducing cases of innovative applications in electronic commerce around the world are also published in the journal. The journal provides scholars opportunities to realize the electronic commerce research and development around the world. Articles in the International Journal of Electronic Commerce Studies will include, but are not limited to the following areas.