Measuring the effect of Artificial Intelligence Factors on Consumer Behavior

المؤلفون

  • Yazen N. Mahmood Presidency, Ninevah University, Mosul, Iraq
  • Ziad Abdel Nafe Saeed Al-Ani Department of Information Technology Management, Administrative Technical College, Northern Technical University, Mosul, Iraq

DOI:

https://doi.org/10.61704/jpr.v25i2.pp25-31

الكلمات المفتاحية:

Artificial Intelligence، Consumer Behavior، Smart PLS، Customer Satisfaction، Customer Service

الملخص

Recent years have witnessed a radical transformation in the world of business and marketing thanks to the development of artificial intelligence technologies, which have significantly impacted consumer behavior by analyzing massive amounts of data and instantly responding to their changing needs. This research aims to examine the impact of artificial intelligence on consumer behavior by analyzing the role of smart recommendations, data protection, and trust in these technologies. A quantitative approach was used to collect data from University of Nineveh employees and analyze it using Smart PLS 4 to test hypotheses.
The results showed that artificial intelligence positively impacts consumer behavior with an impact factor of 0.641 and a t-value of 9.633, indicating a strong and significant impact. Data protection also showed an impact with a coefficient of 0.393 and a t-value of 3.561, while trust had a lesser impact with a coefficient of 0.262 and a t-value of 2.446.
The study confirms that artificial intelligence enhances the consumer experience, but it requires balancing marketing benefits with privacy protection. The research recommends that companies optimize their marketing strategies to maximize the benefits of these technologies.

المراجع

Ali, M., & Raewf, M. (2021). Bank Deposit Policy Analysis and its Ingredients for Success in the ‎Kurdistan Region‎. Cihan University-Erbil Journal of Humanities and Social Sciences, 5(2), 28-32. https://doi.org/10.24086/cuejhss.v5n2y2021.pp28-32

Al-Delawi, A. S., Raewf, M., & S Jameel, A. (2023). The Voluntary Disclosure of Human Capital and Its Impact on the Market Value of Companies. Journal of Intercultural Communication, 23(1), 24-32. https://doi.org/10.36923/jicc.v23i1.53

Al-Delawi, A. S., Raewf, M., & Jameel, A. (2023). The Impact of Human Capital on a Company's Value: A Cross-Cultural Study. Journal of Intercultural Communication, 23(1), 24-32. https://doi.org/10.36923/jicc.v23i1.53

Babu, M. V. S., & Banana, K. R. I. S. H. N. A. (2024). A study on narrow artificial intelligence—An overview. Int. J. Eng. Sci. Adv. Technol, 24, 210-219. https://www.ijesat.com/ijesat/files/V24I0428_1714383466.pdf

Gold, A. H., Malhotra, A. & Segars, A. H (2001). Knowledge Management: An Organizational Capabilities Perspective. Journal of Management Information Systems, 18(1), 185-214. https://doi.org/10.1080/07421222.2001.11045669

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the academy of marketing science, 43, 115-135. https://doi.org/10.1007/s11747-014-0403-8

Haleem, A., Javaid, M., Qadri, M. A., Singh, R. P., & Suman, R. (2022). Artificial intelligence (AI) applications for marketing: A literature-based study. International Journal of Intelligent Networks, 3, 119-132. https://doi.org/10.1016/j.ijin.2022.08.005

Hair, J.F., Sarstedt, M., Hopkins, L. & Kuppelwieser, V.G. (2014). Partial least squares structural equation modelling with R. Practical Assessment, Research and Evaluation, 21(1), 1–16. doi: https://doi.org/10.1108/ebr-10-2013-0128.

Kumar, V., Ashraf, A. R., & Nadeem, W. (2024). AI-powered marketing: What, where, and how?. International Journal of Information Management, 77, 102783. https://doi.org/10.1016/j.ijinfomgt.2024.102783

Li, Y., Zhong, Z., Zhang, F., & Zhao, X. (2022). Artificial intelligence-based human–computer interaction technology applied in consumer behavior analysis and experiential education. Frontiers in Psychology, 13, 784311. https://doi.org/10.3389/fpsyg.2022.784311

Massoudi, A. H., Birdawod, H. Q., & Raewf, M. B. (2023). Personal digital marketing influence on successful marketing campaign in today’s digital age. Cihan University-Erbil Journal of Humanities and Social Sciences, 7(1), 158-165. https://doi.org/10.24086/cuejhss.v7n1y2023.pp158-165

Madanchian, M. (2024). The Impact of Artificial Intelligence Marketing on E-Commerce Sales. Systems, 12(10), 429. https://doi.org/10.3390/systems12100429

Moor, J. (2006). The Dartmouth College artificial intelligence conference: The next fifty years. AI magazine, 27(4), 87-87. https://doi.org/10.1609/aimag.v27i4.1911

Omeish, F., Al Khasawneh, M., & Khair, N. (2024). Investigating the impact of AI on improving customer experience through social media marketing: An analysis of Jordanian Millennials. Computers in Human Behavior Reports, 15, 100464. https://doi.org/10.1016/j.chbr.2024.100464

Rashid, A. B., & Kausik, A. K. (2024). AI revolutionizing industries worldwide: A comprehensive overview of its diverse applications. Hybrid Advances, 100277. https://doi.org/10.1016/j.hybadv.2024.100277

Raewf, M. B., Mahmood, Y. N., & Jaafar, A. J. (2021). The Impact of People in Cooperation on Cooperative Management of the Private Sector. UKH Journal of Social Sciences (UKHJSS), 5(2).

Raewf, M. B., Thabit, T. H., & Jasim, Y. A. (2021). The relationship between the elements of marketing mix and consumer behavior during environmental uncertainty. Cihan University-Erbil Journal of Humanities and Social Sciences, 5(1), 50-55. https://doi.org/10.24086/cuejhss.v5n1y2021.pp50-55

Teodorescu, D., Aivaz, K. A., Vancea, D. P. C., Condrea, E., Dragan, C., & Olteanu, A. C. (2023). Consumer trust in AI algorithms used in e-commerce: A case study of college students at a Romanian public university. Sustainability, 15(15), 11925. https://doi.org/10.3390/su151511925

التنزيلات

منشور

2025-04-27

كيفية الاقتباس

Mahmood, Y. N., & Al-Ani, Z. A. N. S. (2025). Measuring the effect of Artificial Intelligence Factors on Consumer Behavior. مجلة بحوث مستقبلية, 25(2), 25–31. https://doi.org/10.61704/jpr.v25i2.pp25-31

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