Status | 已发表Published |
Title | Role of cloud ERP and big data on firm performance: a dynamic capability view theory perspective |
Creator | |
Date Issued | 2019-09-20 |
Source Publication | Management Decision
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ISSN | 0025-1747 |
Volume | 57Issue:8Pages:1857-1882 |
Abstract | 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. Research limitations/implications: The study showcases cross-sectional data from India. It would be interesting for this study to see if the country-level differences would influence these relationships between cloud ERP and financial performance, BDPA and financial performance and cloud ERP and BDPA. Originality/value: This study empirically tests the relationship of cloud ERP and BDPA through a model based on DCV theory. |
Keyword | Big data Cloud ERP Dynamic capability view Firm performance Organizational culture Structural equation modelling |
DOI | 10.1108/MD-06-2018-0633 |
URL | View source |
Indexed By | SSCI |
Language | 英语English |
WOS Research Area | Business & Economics |
WOS Subject | Business ; Management |
WOS ID | WOS:000487037400007 |
Scopus ID | 2-s2.0-85056175351 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/6886 |
Collection | Research outside affiliated institution |
Corresponding Author | Luo, Zongwei |
Affiliation | 1.Montpellier Business School,Montpellier Research in Management,Montpellier,France 2.Department of Computer Science and Engineering,Southern University of Science and Technology of China,Shenzhen,China 3.School of Management,XLRI – Xavier School of Management,Jamshedpur,India |
Recommended Citation GB/T 7714 | Gupta, Shivam,Qian, Xiaoyan,Bhushan, Bharatet 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. |
APA | 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. |
MLA | 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. |
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