Can data analytics raise marketing agility?-A sense-and-respond perspective

被引:16
作者
Tarn, David D. C. [1 ,3 ]
Wang, Juefan [2 ]
机构
[1] Natl Kaohsiung Normal Univ, Dept Business Management, Kaohsiung, Taiwan
[2] Cheng Shiu Univ, Dept Informat Management, Kaohsiung, Taiwan
[3] Natl Kaohsiung Normal Univ, Dept Business Management, 116 Hoping 1st Rd, Kaohsiung 80201, Taiwan
关键词
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.
引用
收藏
页数:20
相关论文
共 93 条
[11]  
Chen HC, 2012, MIS QUART, V36, P1165
[12]  
Choudhury V., 1999, STRATEG MANAG, P55
[13]   Building change-readiness capabilities in the IS organization: Insights from the Bell Atlantic experience [J].
Clark, CE ;
Cavanaugh, NC ;
Brown, CV ;
Sambamurthy, V .
MIS QUARTERLY, 1997, 21 (04) :425-455
[14]   Assessing business value of Big Data Analytics in European firms [J].
Corte-Real, Nadine ;
Oliveira, Tiago ;
Ruivo, Pedro .
JOURNAL OF BUSINESS RESEARCH, 2017, 70 :379-390
[15]   Assessing the effects of quality, value, and customer satisfaction on consumer behavioral intentions in service environments [J].
Cronin, JJ ;
Brady, MK ;
Hult, GTM .
JOURNAL OF RETAILING, 2000, 76 (02) :193-218
[16]  
DAVENI RA, 1994, ACAD MANAGE J, V37, P1167, DOI 10.5465/256670
[17]   Market knowledge dimensions and cross-functional collaboration: Examining the different routes to product innovation performance [J].
De Luca, Luigi M. ;
Atuahene-Gima, Kwaku .
JOURNAL OF MARKETING, 2007, 71 (01) :95-112
[18]   The relational view: Cooperative strategy and sources of interorganizational competitive advantage [J].
Dyer, JH ;
Singh, H .
ACADEMY OF MANAGEMENT REVIEW, 1998, 23 (04) :660-679
[19]   Big Data consumer analytics and the transformation of marketing [J].
Erevelles, Sunil ;
Fukawa, Nobuyuki ;
Swayne, Linda .
JOURNAL OF BUSINESS RESEARCH, 2016, 69 (02) :897-904
[20]  
Feki M., 2016, P 2016 49 HAW INT C, P1123