Sharif University of Technology Scientia Iranica 1026-3098 25 3 2018 06 01 Impact of Information Technology on Business Performance: Integrated Structural Equation Modeling and Artificial Neural Network Approach 1272 1280 20526 10.24200/sci.2018.20526 EN Hasan ŞAHİN Dumlupinar University, Simav Vocational School, 43500, Simav- Kütahya, Turkey Bayram TOPAL Sakarya University, Faculty of Management, Serdivan-Sakarya, Turkey Journal Article 2018 02 19 In today's globalizing world, which is also called the information age, information and information technologies are becoming increasingly important for businesses, and they have become an indispensable part of economic and social life. Nowadays, it is impossible to think about a business that is far from information technology, and also it is important not only to find information but also to find the fastest and highly reliable information. The important thing is to use information technologies effectively and efficiently. Therefore, it is expected that the effective usage of information technology will have significant positive effects on business performance.  The aim of this study is to examine and analyze the impact of the intensive usage of information technologies on business performance in the supply chain process. A sequential, multi-method approach integrating both structural equation modeling (SEM) and neural network analysis was employed in this research. The information technology usage performance network was formed by using the SEM model, and the ANN model was used to predict a relationship between information technology usage levels and business performance by using these network outputs. Furthermore, the validity and reliability tests of the relevant model data were performed. https://scientiairanica.sharif.edu/article_20526_4b6e7c5435e723c2d391650fd620a75f.pdf