Role of cloud ERP and big data on firm performance: a dynamic capability view theory perspective

Gupta, Shivam1; Qian, Xiaoyan2; Bhushan, Bharat3; Luo, Zongwei2

2019-09-12

10.1108/MD-06-2018-0633

MANAGEMENT DECISION   影响因子和分区

0025-1747

1758-6070

Purpose Technological developments have made it possible for organizations to use enterprise resource planning (ERP) services without indulging in heavy investments like IT infrastructure, trained manpower for implementation and maintenance and updating the systems regularly to maintain business competitiveness. Plug and play model offered by cloud ERP has led to a constant creation of large data sets which are structured, semi-structured and unstructured by nature. Thus, there has been a need to analyze such complex data sets and the purpose of this paper is to focus on how cloud ERP and big data predictive analytics (BDPA) will impact the performance of a firm. Design/methodology/approach A dynamic capability view (DCV) theory-based model was developed and the authors have collected data by using an online questionnaire from India. Thereafter, the authors have analyzed it by employing structural equation modeling. Findings SEM analysis of 231 respondents showcases that the use of DCV theory to define the relationships of cloud ERP and BDPA has been the right move. Out of the 13 hypotheses empirically tested, only 7 hypotheses were supported by the data. Originality/value This study empirically tests the relationship of cloud ERP and BDPA through a model based on DCV theory.

Big data Organizational culture Structural equation modelling Firm performance Cloud ERP Dynamic capability view

SSCI

英语

通讯

Science and Technology Innovation Committee Foundation of Shenzhen[JCYJ20170817112037041]

Business & Economics

Business ; Management

WOS:000487037400007

EMERALD GROUP PUBLISHING LTD

ECONOMICS BUSINESS

Web of Science

1.Montpellier Business Sch, Montpellier Res Management, Montpellier, France
2.Southern Univ Sci & Technol China, Dept Comp Sci & Engn, Shenzhen, Peoples R China
3.XLRI Xavier Sch Management, Sch Management, Jamshedpur, Bihar, India

Gupta, Shivam,Qian, Xiaoyan,Bhushan, Bharat,et al. Role of cloud ERP and big data on firm performance: a dynamic capability view theory perspective[J]. MANAGEMENT DECISION,2019,57(8):1857-1882.

Gupta, Shivam,Qian, Xiaoyan,Bhushan, Bharat,&Luo, Zongwei.(2019).Role of cloud ERP and big data on firm performance: a dynamic capability view theory perspective.MANAGEMENT DECISION,57(8),1857-1882.

Gupta, Shivam,et al."Role of cloud ERP and big data on firm performance: a dynamic capability view theory perspective".MANAGEMENT DECISION 57.8(2019):1857-1882.