Data-driven capabilities, supply chain integration and competitive performance: Evidence from the food and beverages industry in Pakistan

被引:34
作者
Irfan, Muhammad [1 ,2 ]
Wang, Mingzheng [3 ]
机构
[1] Dalian Univ Technol, Fac Management & Econ, Dalian, Peoples R China
[2] Univ Educ, Lahore, Pakistan
[3] Zhejiang Univ, Sch Management, Hangzhou, Zhejiang, Peoples R China
来源
BRITISH FOOD JOURNAL | 2019年 / 121卷 / 11期
关键词
Pakistan; Data-driven capability; Resource-based view; Supply chain integration; Food and beverages industry; BIG DATA ANALYTICS; INFORMATION-TECHNOLOGY; FIRM PERFORMANCE; RESOURCE ORCHESTRATION; OPERATIONAL PERFORMANCE; EXTERNAL INTEGRATION; COMPANY PERFORMANCE; PRODUCT DEVELOPMENT; MEDIATING ROLE; IMPACT;
D O I
10.1108/BFJ-02-2019-0131
中图分类号
F3 [农业经济];
学科分类号
0202 ; 020205 ; 1203 ;
摘要
Purpose The purpose of this paper is to analyze the effects of data-driven capabilities on supply chain integration (SCI) and competitive performance of firms in the food and beverages (F & B) industry in Pakistan. Design/methodology/approach The authors adopt the structural equation modeling approach to test the proposed hypotheses using AMOS 23. Survey data were collected from 240 firms in the F & B industry in Pakistan. Findings The results revealed that SCI (i.e. internal integration (II) and external integration (EI)) significantly mediates the effect of data-driven capabilities (i.e. flexible information technology resources and data assimilation) on a firm's competitive performance. In addition to the direct effects, II also has an indirect effect on competitive performance through EI. Practical implications The study has several implications for managers in the context of big data application in food supply chain management (FSCM) in a developing country context. The study posits that firms can achieve excellence in performance by governing data-driven supply chain operations. The study also has implications for distributors and importers in the F & B industry. The cloud-based sharing of data can improve the operational performance of channel members while reducing their overall cost of operations. In practice, food franchises largely get the advantage of shared resources of their suppliers in managing orders, payments, inventory and after-sales services. Originality/value The study is novel and deepens the understanding about the use of big data in FSCM keeping in view the industry trends and stakeholder's priorities in a developing country context.
引用
收藏
页码:2708 / 2729
页数:22
相关论文
共 88 条
[1]  
Anica-Popa I., 2012, Management & Marketing, V7, P749
[2]  
[Anonymous], LEVELS BARRIERS SUPP
[3]  
[Anonymous], 2011, BIG DATA NEXT FRONTI
[4]  
[Anonymous], INFORM MANAGEMENT BU
[5]  
[Anonymous], 2015, R D MANAGEMENT
[6]  
[Anonymous], J OPERATIONS SUPPLY
[7]   Supply chain integration through community cloud: Effects on operational performance [J].
Bruque-Camara, Sebastian ;
Moyano-Fuentes, Jose ;
Manuel Maqueira-Marin, Juan .
JOURNAL OF PURCHASING AND SUPPLY MANAGEMENT, 2016, 22 (02) :141-153
[8]   Supply chain collaboration: Impact on collaborative advantage and firm performance [J].
Cao, Mei ;
Zhang, Qingyu .
JOURNAL OF OPERATIONS MANAGEMENT, 2011, 29 (03) :163-180
[9]   The impact of organizational culture on supply chain integration: a contingency and configuration approach [J].
Cao, Zhi ;
Huo, Baofeng ;
Li, Yuan ;
Zhao, Xiande .
SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL, 2015, 20 (01) :24-41
[10]   RESOURCE ORCHESTRATION IN PRACTICE: CEO EMPHASIS ON SHRM, COMMITMENT-BASED HR SYSTEMS, AND FIRM PERFORMANCE [J].
Chadwick, Clint ;
Super, Janice F. ;
Kwon, Kiwook .
STRATEGIC MANAGEMENT JOURNAL, 2015, 36 (03) :360-376