Data analytics orientation;
Market knowledge specificity;
Marketing agility;
Senseand-respond perspective;
BIG DATA ANALYTICS;
INFORMATION-TECHNOLOGY;
DYNAMIC CAPABILITIES;
FIRM PERFORMANCE;
BUSINESS VALUE;
PRODUCT DEVELOPMENT;
CUSTOMER AGILITY;
KNOWLEDGE;
INTEGRATION;
MANAGEMENT;
D O I:
10.1016/j.im.2022.103743
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Data analytics (DA) is a growing technique to generate knowledge of and to raise responsiveness to marketplace, yet relatively few studies clarified its framework and to examine its effects on marketing actions. This study builds a DA framework based on sense-and-respond perspective and practices and accordingly examines their impact on marketing agility and the mediating effects of market knowledge specificity. We conduct in-depth interviews and surveys to measure the new framework. Results from 198 observations confirm the new frame-work and indicate that the DA constructs have positive but different effects on marketing agility and the mediation of market knowledge specificity.