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Research Interest


Sustainable Supply Chain, Circular Economy,  Business Analytics, Visualization, Data Mining, Text Mining, Six Sigma, Total Quality Management, Environment, Social, and Corporate Governance (ESG).

1. Chang, A. J., El-Rayes, N., & Shi, J. (2022). Blockchain Technology for Supply Chain Management: A Comprehensive Review. FinTech, 1(2), 191-205.

2. El-Rayes, N., Fang, M., Smith, M., & Taylor, S. M. (2020). Predicting employee attrition using tree-based models. International Journal of Organizational Analysis.

3. Guo, Y. M., Klein, B. D., & El-Rayes, N. (2018). A big data perspective on the relationship between firearm laws and mass shootings: Data visualization approach. American Journal of Information Technology, 8(1), 2.

Conference Proceeding

1. El-Rayes, N., & Shi, J. (2022, Novermber). A Paradigm Shift for Addressing the Plastic Crisis: A Data-Driven Study. DSI Annual Meeting 2022. Houston, Texas, forthcoming, 2022.

2. El-Rayes, N., Abraham, T., & Dao, V. T. (2022). Bibliometric Analysis of Sustainability Information Systems Research. AMCIS 2022. Minneapolis, Minnesota.

3. El-Rayes, N., & Shi, J. (2022, April).  Plastic Crisis: A Business Data-Driven study on the Evolution of its Practice and Research. NEDSI 2022. Newark, New Jersey.

4. El-Rayes, N., & Shi, J. (2021, October). Crisis of Plastic: Business Implications from Data Analytics. INFORMS Annual Meeting 2021. Anaheim, California.

Chair of one of the Analytics sessions on October 27.

5. Bharati, R., El-Rayes N. (2021, May). Sentiment analysis of Twitter feed for hashtags related to remote working. WID (Women in Data Science). Virtual: Stanford University and IBM-NY. (Invited to present).

6. Kocoglu, I., Rhee, S., & El-Rayes, N. (2021, March). Opening Paths to Student Satisfaction and Success: Can Open Educational Resources Help?. KeanUniversity's OER Conference.

7. El-Rayes, N., & Rhee, S. (2021, March). An Alternative Approach for Diversity Training based on Visualization analysis on Social Media Data. In Proceedings of Northeast Decision Sciences Institute (NEDSI) Annual Conference Proceedings.

8. Rhee, S., Salaman, B., & El-Rayes, N. (2020, February). Diversity training: Is it a goal-oriented action or just a business? Southeast Decision Sciences Institute (SEDSI) Conference

9. Taylor, S., El-Rayes, N., & Smith, M. (2020, January). An Explicative and Predictive Study of Employee Attrition Using Tree-based Models. In Proceedings of the 53rd Hawaii International Conference on System Sciences.

10. Prepared and presented a study on the "Competitiveness of I.T. in the Middle East" at the (IAMOT) conference in Orlando-Florida in April 2009.

11. Prepared and presented a study on the "Degree of Economic freedom in the Middle East" at (IAMOT) conference in Dubai in April 2008.

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