To read this content please select one of the options below:

Adoption and forecasting of technology: modeling the dynamics of cloud adoption using a system approach

Mahak Sharma (University of Twente, Enschede, Netherlands)
Ruchita Gupta (National Institute of Industrial Engineering, Mumbai, India)
Padmanav Acharya (National Institute of Industrial Engineering, Mumbai, India)

Journal of Enterprise Information Management

ISSN: 1741-0398

Article publication date: 18 October 2023

Issue publication date: 8 November 2023

198

Abstract

Purpose

This paper aims to examine the dynamism of causal relationships among cloud computing (CC) adoption factors in the Indian context, considering the perspectives of both the cloud adopter and cloud provider.

Design/methodology/approach

The case-study method has been used to understand the dynamics among the factors. Using data from specific cases in India, causal loop diagrams (CLDs) have been developed. System dynamic modeling (SDM) and simulation are used to study the relationships and their effect on the adoption rate.

Findings

The results revealed that adoption of CC depends on various factors such as persuasion (time-saving, cost-saving and word of mouth) and constraint factors (security and financial loss). However, it is seen that the adoption rate is very sensitive to changes in adoption per contact and word of mouth. Further, the adopter firm has a quicker time to market, which gives an added advantage to the firm. Also, with CC services, a firm can fulfill its projects or clients' requirements with little to no upfront investment in information technology (IT) services.

Practical implications

Lack of security, standardization and undefined service-level agreements are a few pressing issues that make it difficult for firms to evaluate the performance and reliability of services. Hence, immediate attention is needed to make transparent policies on CC and its services, thereby building trust.

Originality/value

This is the first and only work that has tried to explore and empirically test the dynamics of critical factors while making an adoption decision, considering both the adopter and provider perspectives. This study shows the journey of a firm, starting from being a prospective adopter to an adopter and continuous user. The work also empirically tested how adopters of technology benefit from the technology.

Keywords

Acknowledgements

Since acceptance of this article, the following authors have updated their affiliation: Ruchita Gupta and Padmanav Acharya are at the Indian Institute of Management, Mumbai, India.

Citation

Sharma, M., Gupta, R. and Acharya, P. (2023), "Adoption and forecasting of technology: modeling the dynamics of cloud adoption using a system approach", Journal of Enterprise Information Management, Vol. 36 No. 6, pp. 1647-1676. https://doi.org/10.1108/JEIM-05-2023-0232

Publisher

:

Emerald Publishing Limited

Copyright © 2023, Emerald Publishing Limited

Related articles