|
|
 |
| |
|
|
|
An AI-Driven Mathematical Framework for Optimizing Cloud Computing Adoption in Pharmaceutical Institutions |
|
|
|
PP: 1589-1599 |
|
|
doi:10.18576/amis/200609
|
|
|
|
Author(s) |
|
|
|
Feras Fares Al-Mashakbah,
Ayman Ghaben,
Eman Fares Al Mashagbah,
Mahmoud E. Farfour,
Mahmoud Odeh,
Ghassan Samar,
Mehmet Kemal O ̈zdemir,
|
|
|
|
Abstract |
|
|
| Cloud computing solution has been in recent years incorporated in the e-business sectors i.e., the pharmaceutical industries as data storage and backup support, and also for numerous uses and purposes like collaboration with in-house research staff, support legal liability management audit, help business to grow etc. Furthermore, many of the successful applications of cloud computing in the business sector may not necessarily be replicated in the pharmaceutical industry because of various reasons. This research explores the influential factors of the extent to which pharmaceutical companies have adopted cloud computing, the existing cloudy issues, and how firms can go about undertaking such changes for purpose of combining it with performance improvement and competitive advantage. A model calling on data security, regulatory barriers, system compatibility, economic conservativeness, organizational conditions, moderation and management indicators is used for the analysis. This is because this framework interests’ ways of operations within an economic environment characterized by the given institutional boundary and attempts to capture the aspects of data values and technology limits. The study also establishes that even though cloud adoption offers great potential in improving accessibility to information, effective organizational outcomes, and innovative capacity, the major issue of concern remains in governance of data such as minimizing, regulatory issues that endanger pharmaceutical industry dimensions and promotion of change in the organization. The study further allows to understand the remedial measures that can be put in place to support decision-making processes among the management of the pharmaceutical organization and assess the importance of preparedness for cloud computing for meeting long-term goals of the organizations.
|
|
|
|
|
|
|
|
