From Simulation to Idea Creation: Investigating the Effect of Artificial Intelligence on Employees’ Innovative Behavior with the Mediating Role of Organizational Attractiveness
Keywords:
artificial intelligence, employee innovative behavior, organizational attractivenessAbstract
The present study aimed to investigate the effect of artificial intelligence on employees’ innovative behavior with an emphasis on the mediating role of organizational attractiveness in the municipalities of western Mazandaran Province. This applied study employed a descriptive-survey design. The statistical population consisted of employees working in the municipalities of western Mazandaran Province. Based on Cochran’s formula, 205 participants were selected through proportional random sampling. Data were collected using standardized questionnaires measuring artificial intelligence, innovative work behavior, and organizational attractiveness. Construct validity was confirmed through confirmatory factor analysis, and reliability was verified using Cronbach’s alpha coefficients. Data analysis was conducted using SPSS and LISREL software through structural equation modeling. The findings revealed that artificial intelligence had a positive and significant effect on organizational attractiveness (β=0.76, t=14.14). Artificial intelligence also exerted a direct positive and significant effect on employees’ innovative behavior (β=0.19, t=2.16). Furthermore, organizational attractiveness positively and significantly influenced innovative behavior (β=0.44, t=5.10). The indirect effect of artificial intelligence on innovative behavior through organizational attractiveness was also significant (β=0.33, t=4.23), confirming the mediating role of organizational attractiveness. In addition, model fit indices demonstrated an acceptable fit for the proposed conceptual model. The results demonstrated that artificial intelligence not only directly enhances employees’ innovative behavior but also indirectly strengthens it through improving organizational attractiveness. The implementation of intelligent technologies creates a more engaging and supportive work environment, increases employees’ motivation and organizational attachment, and encourages them to participate in innovative activities. Therefore, service organizations, particularly municipalities, can enhance employees’ creativity and innovation capacity by investing in AI infrastructure and developing attractive organizational environments to achieve human-centered digital transformation.
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References
Achuthan, K., Ramanathan, S., Srinivas, S., & Raman, R. (2024). Advancing Cybersecurity and Privacy with Artificial Intelligence: Current Trends and Future Research Directions. Frontiers in Big Data, 7, 1497535. https://doi.org/10.3389/fdata.2024.1497535
Agaoqiu, F. O., Bas, M., Tarsuslu, S., & Ekinci, L. O. (2025). Serial Mediating Role of Transformational Leadership and Perception of Artificial Intelligence Use in the Effect of Employee Happiness on Innovative Work Behaviour in Nurses. BMC Nursing, 24, 137. https://doi.org/10.1186/s12912-025-02776-9
Ajakaye, O. O., Olanrewaju, A. G., Fawehinmi, D., Afolabi, R., & Pius-Kiate, G. M. (2025). Integrating Artificial Intelligence in Organizational Cybersecurity: Enhancing Consumer Data Protection in the U.S. Fintech Sector. World Journal of Advanced Research and Reviews, 26(1), 2802-2821. https://doi.org/10.30574/wjarr.2025.26.1.1421
Ali Mohammadi, M. (2025). The Impact of Artificial Intelligence on Recruitment Processes and Smart Human Resource Attraction in Improving Organizational Performance Eleventh International Conference on Management, Accounting, Banking, and Economics of Iran, Mashhad.
Askary, S., Abu-Ghazaleh, N., & Tahat, Y. A. (2018). Artificial Intelligence and Reliability of Accounting Information. In Challenges and Opportunities in the Digital Era: 17th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2018, Kuwait City, Kuwait, October 30-November 1, 2018, Proceedings 17 (pp. 315-324). Springer International Publishing.
Attique, A., Hameed, F., & Ahmed, M. (2025). Ambidextrous Leadership and Innovative Work Behavior: A Case Study of Pakistani Hospitals. Research Journal for Social Affairs, 3(5), 699-712. https://doi.org/10.71317/RJSA.003.05.0366
Commerford, B. P., Dennis, S. A., Joe, J. R., & Ulla, J. W. (2022). Man versus Machine: Complex Estimates and Auditor Reliance on Artificial Intelligence. Journal of Accounting Research, 60(1), 171-201.
Esmaeili Abdar, H. (2025). Challenges and Consequences of Artificial Intelligence in Organizations National Conference on Investment for Production with the Transformative Role of Accounting and Management, Meybod.
Fraundorfer, F. (2023). An Examination of the Factors Influencing Future Workplace Attractiveness as Perceived by Current Students of Business and Engineering in Vienna Technische Universität Wien].
Guillot-Soulez, C., Saint-Onge, S., & Soulez, S. (2022). Green Certification and Organizational Attractiveness: The Moderating Role of Firm Ownership. Corporate Social Responsibility and Environmental Management, 29(1), 189-199. https://doi.org/10.1002/csr.2194
Johnston, K., Federica, A., & Foteini, K. (2023). Representative Bureaucracy and Organizational Attractiveness: An Experimental Study of Symbolic Representation of the US and UK Police. Public Administration Review, 1-15.
Karafakioğlu, E., & Afacan Findikli, M. (2024). The Mediating Role of Work Engagement in the Relationship between Digital Leadership and Innovative Behavior and Organizational Agility. International Journal of Organizational Leadership, 13(1), 1-21. https://doi.org/10.33844/ijol.2024.60396
Kassa, B. Y., & Worku, E. K. (2025). The Impact of Artificial Intelligence on Organizational Performance: The Mediating Role of Employee Productivity. Journal of Open Innovation: Technology, Market, and Complexity, 11, 100474. https://doi.org/10.1016/j.joitmc.2025.100474
Khan, Z. U., Ahmad, M. B., Shaukat, F., & Kashif, M. (2024). Role of High-Performance Human Resource Practices and Employee Innovative Behavior in the Implementation of Digital Transformation: A Case of Pakistan's IT Sector. Bulletin of Business and Economics, 13(1), 521-526. https://doi.org/10.61506/01.00236
Krys, S., & Konradt, U. (2022). Losing and Regaining Organizational Attractiveness during the Recruitment Process: A Multiple-Segment Factorial Vignette Study. Journal of Work and Organizational Psychology, 38(1), 43-58.
Marampa, A. M., Pongtuluran, A. K., & Pariyanti, E. (2025). From Sharing to Success: Enhancing Innovative Work Behavior through Psychological Empowerment and Kinship Employee Engagement. Industrial and Commercial Training, 57(1), 99-117. https://doi.org/10.1108/ICT-07-2024-0064
Mutonyi, B., Slåtten, T., Lien, G., & Piñero, G. (2022). The Impact of Organizational Culture and Leadership Climate on Organizational Attractiveness and Innovative Behavior: A Study of Norwegian Hospital Employees. BMC Health Services Research.
Saravi Moghadam, N., Baloui, M., & Alijanzadeh, M. (2025). Examining the Effect of Artificial Intelligence on Employees' Innovative Behavior: A Case Study of Municipalities in Mazandaran Province Seventeenth International Conference on Humanities, Social Sciences, and Lifestyle,
Sargazi, A., Akati, M., Bolaqi, G., Fatemeh, & Kikha Jaleh, Z. (2025). The Role of Artificial Intelligence in Transforming Personalized Learning Methods in Iran's Education System Third International Conference on Smart Technologies in Educational Sciences, Psychology, and Counseling,
Sarker, I. H. (2022). AI-Based Modeling: Techniques, Applications and Research Issues Towards Automation, Intelligent and Smart Systems. Sn Computer Science, 3(2), 158. https://doi.org/10.1007/s42979-022-01043-x
Tebyanian, H., Arab, R., Nazeri, M., & Sil Sepour, M. (2021). Organizational Attractiveness: Concepts and Influential Factors Fourth Conference on Interdisciplinary Studies in Management and Engineering,
Vafadar, M. H. (2023). The Role of Artificial Intelligence in Organizational Human Resource Processes Eighth International Conference on Interdisciplinary Studies in Management and Engineering, Tehran.
Zakeri, M., Esmaeili, Z., & Rahimian, M. (2020). The Role of Happiness and Vitality in the Workplace on Organizational Attractiveness Considering the Mediating Role of Job Attachment. Business Management(45).
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