Exploring the complementary effects of business analytics capabilities and π-shaped skills on innovation outcomes

被引:4
作者
Abubakar, A. Mohammed [1 ]
Turkmen, Ahmet [2 ]
Isik, Volkan [3 ]
Mikalef, Patrick [4 ,5 ]
Turel, Ofir [6 ]
机构
[1] Antalya Bilim Univ, Coll Business & Social Sci, Antalya, Turkiye
[2] Akdeniz Univ, Fac Appl Sci, Antalya, Turkiye
[3] Hacettepe Univ, Vocat Sch Social Sci, Ankara, Turkiye
[4] Norwegian Univ Sci & Technol, Dept Comp Sci, Trondheim, Norway
[5] Univ Ljubljana, Trondheim Norway Sch Econ & Business, Dept Technol Management, SINTEF Digital, Ljubljana, Slovenia
[6] Univ Melbourne, Sch Comp & Informat Syst, Melbourne, Australia
关键词
Big data; Business analytics; data-oriented culture; Pi-shaped skills; Innovative performance; Socio-materiality theory; BIG DATA ANALYTICS; INFORMATION-SYSTEMS RESEARCH; FIRM PERFORMANCE; MARKETING INNOVATION; RESEARCH CHALLENGES; PRODUCT INNOVATION; RESEARCH AGENDA; MEDIATING ROLE; METHOD BIAS; IMPACT;
D O I
10.1080/0960085X.2024.2304030
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
While it is clear that business analytics (BA), on average, adds value to firms, it is less clear why some firms perform better than others in leveraging their data assets. To a large degree, prior research has attributed such differences to the human factor. Nevertheless, there is still limited knowledge concerning what impact competencies of key personnel have on generating value from BA initiatives, and to what extent such outcomes complement a firm's investment in BA. To examine these questions, this study explores the complementary relationship between BA capabilities and pi-shaped skills. It posits that the concurrent presence of both indirectly influences innovation outcomes by fostering a data-driven culture. We build on a sample of 185 individuals with supervisory positions in Turkey to unpack this process. The findings revealed that BA capabilities and pi-shaped skills influence a firm's data-driven culture, which in turn impacts the firms' marketing innovation, and subsequently its innovative performance. That is, data-driven culture and firms' marketing innovation are relevant underlying serial mechanisms by which BA capabilities and pi-shaped skills influence innovative performance.
引用
收藏
页码:146 / 163
页数:18
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