文献类型：期刊文献

英文题名：Business model designs, big data analytics capabilities and new product development performance: evidence from China

作者：Sun, Biao[1];Liu, Yu[2]

第一作者：Sun, Biao

通讯作者：Liu, Y[1]

机构：[1]Henan Univ Econ & Law, Sch Business Adm, Zhengzhou, Peoples R China;[2]Henan Univ Econ & Law, Sch Accounting, Zhengzhou, Peoples R China

第一机构：河南财经政法大学工商管理学院

通讯机构：[1]corresponding author), Henan Univ Econ & Law, Sch Accounting, Zhengzhou, Peoples R China.|[104845]河南财经政法大学会计学院;[10484]河南财经政法大学;

年份：2021

卷号：24

期号：4

起止页码：1162-1183

外文期刊名：EUROPEAN JOURNAL OF INNOVATION MANAGEMENT

收录：;WOS:【SSCI(收录号:WOS:000544443500001)】；

基金：This research is supported by the National Natural Science Foundation of China (Grant No. 71702047).

语种：英文

外文关键词：Business model designs; Big data analytics capabilities; New product development

摘要：Purpose Although the business model (BM) has become a top priority in management research, existing literature still offers a confusing and partial picture about how to leverage BM designs for new product development (NPD) because of two limitations. First, research has paid little attention to different BM designs' effects on NPD performance. Second, few empirical studies have examined the moderating roles of firms' learning capabilities, such as big data analytics capabilities (BDA capabilities). This study aims to investigate the effects of BM novelty design and BM efficiency design on NPD performance and the ways in which BDA capabilities moderate these effects. Design/methodology/approach A literature review provides the model and hypotheses. Using a sample of 208 Chinese firms, the authors conducted an empirical test following multiple regression analysis. Findings The results demonstrate that BM novelty design has a positive effect on NPD performance while BM efficiency design takes the form of an inverted U-shape. Moreover, BDA capabilities (i.e. BDA technology capability and BDA management capability) have complicated moderating effects on BM novelty design- and BM efficiency design-NPD performance relationships. Research limitations/implications The results may be affected by both the context (solely in China) and type (cross-sectional) of the data set. This study has explored the moderating effects of BDA capabilities, further studies considering other significant practices such as social media usage, could yield richer insights that would help validate the results of this study. Practical implications First, we suggest that managers should be explicitly aware of the different impacts of BM novelty design and BM efficiency design on NPD performance. Second, this study encourages managers to build relevant BDA capabilities to work with BM designs to improve NPD performance. Originality/value This is one of the first studies to investigate BM designs' complicated influences on NPD success and explore BDA capabilities' moderating effects on the BM design-NPD performance linkage.