The Impact of Big Data Predictive Analytics on Firm Performance: The Role of Cloud ERP and Business Intelligence Integration | ||
| المجلة العلمية للدراسات والبØوث المالية والتجارية | ||
| Article 6, Volume 5, Issue 2 - Serial Number 1, July 2024, Pages 75-110 PDF (1.08 M) | ||
| Document Type: المقالة الأصلية | ||
| DOI: 10.21608/cfdj.2023.249781.1855 | ||
| Author | ||
| أيمن Ù…Øسب* | ||
| قسم نظم معلومات الأعمال ، کلية تکنولوجيا الإدارة ونظم المعلومات، جامعة بورسعيد، بورسعيد، مصر | ||
| Abstract | ||
| The purpose of this study was to investigate the relationship between Big Data Predictive Analytics (BDPA) dynamic capability and integration of cloud Enterprise Resource Planning (ERP) and Business Intelligence (BI) based on Technology-Organization-Environment (TOE) framework, and their impact on performance for Egyptian industrial organizations. The Survey was developed using constructs from previous studies that related to study variables, and it was then modified to fit needs of the study. A questionnaire list was utilized as the data collection instrument for a survey of 200 companies from various Egyptian industrial sectors, where the research hypothesis test was based on the method of structural equation modeling based on the partial least squares method based on variance to analyze data through "Smart-PLS" program, as this method is the most suitable for the characteristics of this research due to considerations of sample size and nature of data. The results indicated that a positive relationship between BDPA and the integration of BI and cloud ERP, as well as improving the Cloud ERP and BI integration have a moderate effect on both financial performance and operational performance in the Egyptian environment. | ||
| Keywords | ||
| Big Data Predictive Analytics; Cloud ERP; Business Intelligence; Firm Performance; Egyptian Industrial Organization | ||
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