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Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety

Yıl 2026, Cilt: 12 Sayı: 1 , 16 - 28 , 27.03.2026
https://doi.org/10.24289/ijsser.1772005
https://izlik.org/JA25NB93RC

Öz

Artificial intelligence (AI) is increasingly transforming service delivery and innovation processes in the hospitality industry. However, limited research has examined how organizational readiness for AI translates into service innovation outcomes through employee-related mechanisms. Drawing on Social Cognitive Theory, this study investigates the relationship between artificial intelligence readiness and service innovation performance, considering the mediating role of employee digital self-efficacy and the moderating role of psychological safety. Data were collected from 392 employees in hospitality businesses across four major Australian cities using a three-wave time-lagged survey design. The results of structural equation modeling indicate that AI readiness positively influences service innovation performance and significantly enhances employees’ digital self-efficacy, which partially mediates this relationship. Furthermore, psychological safety strengthens the positive effect of digital self-efficacy on service innovation performance. These findings highlight the importance of integrating technological capabilities with supportive psychological and organizational conditions to foster innovation in AI-enabled hospitality environments.

Kaynakça

  • Ali, A., Xue, X., Wang, N., Yin, X., & Tariq, H. (2025). The interplay of team-level leader–member exchange and artificial intelligence on information systems development team performance: A mediated moderation perspective. International Journal of Managing Projects in Business, 18(4–5), 670–687.
  • Alnofeli, K. K., Akter, S., Yanamandram, V., & Hani, U. (2026). AI-powered CRM capability model: Advancing marketing ambidexterity, profitability and competitive performance. International Journal of Information Management, 86(1), 1-11. https://doi.org/10.1016/j.ijinfomgt.2025.102981
  • Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. New Jersey: Prentice-Hall.
  • Bandura, A. (1997). Self-efficacy: The exercise of control. London: W.H. Freeman.
  • Bandura, A. (2001). Social cognitive theory: An agentic perspective. Annual Review of Psychology, 52(1), 1–26. https://doi.org/10.1146/annurev.psych.52.1.1
  • Bandura, A. (2006). Toward a psychology of human agency. Perspectives on Psychological Science, 1(2), 164–180.
  • Compeau, D. R., & Higgins, C. A. (1995). Computer self-efficacy: Development of a measure and initial test. MIS Quarterly, 19(2), 189–211.
  • Demir, M. (2025). Integrating artificial intelligence into decision processes: A dual role of psychological ownership and emotional intelligence. International Journal of Human–Computer Interaction, 42(10) 1-15.https://doi.org/10.1080/10447318.2025.2595308
  • Demir, M., & Demir, Ş. Ş. (2023). Professionals' perspectives on ChatGPT in the tourism industry: Does it inspire awe or concern? Journal of Tourism Theory and Research, 9(2), 61-76. https://doi.org/10.24288/jttr.1313481
  • Demir, M., & Demir, Ş. Ş. (2025). Driving AI-enabled transformation in small and medium tourism enterprises: The strategic and investment roles of decision makers. Tourism Management Perspectives, 59(1), 1-12. https://doi.org/10.1016/j.tmp.2025.101428
  • Demir, M., Tajeddini, K., & Gamage, T. C. (2025). Big data analytical capabilities and tech-business model innovation: A moderated mediation model. Journal of Hospitality and Tourism Technology, 17(3), 1-22. https://doi.org/10.1108/JHTT-12-2024-0852
  • Ding, N., Chen, M., & Hu, L. (2025). The design industry in the AI era: How AI awareness and AI literacy influence the innovative work behavior of Chinese Generation Y designers. Acta Psychologica, 260(1), 1-10. https://doi.org/10.1016/j.actpsy.2025.105650
  • Edmondson, A. (1999). Psychological safety and learning behavior in work teams. Administrative Science Quarterly, 44(2), 350–383.
  • Edmondson, A., & Lei, Z. (2014). Psychological safety: The history, renaissance, and future of an interpersonal construct. Annual Review of Organizational Psychology and Organizational Behavior, 1(1), 23–43.
  • Fan, X., & Yang, N. (2026). When digital meets human: How organizational digital capability promotes service innovation via cognitive flexibility and empowering leadership. Acta Psychologica, 262(1), 1-14. https://doi.org/10.1016/j.actpsy.2025.106014
  • Gao, P., & Gao, Y. (2024). How does digital leadership foster employee innovative behavior: A cognitive–affective processing system perspective. Behavioral Sciences, 14(5), 362-374.
  • Hebl, W. I., Theis, I., Guisard, T., & Madera, J. M. (2026). The hospitality and tourism frontline employee: A bibliometric analysis. International Journal of Hospitality Management, 133(2), 1-11. https://doi.org/10.1016/j.ijhm.2025.104451
  • Hoonsopon, D., Ketkaew, C., Puriwat, W., Viriyasitavat, W., & Tripopsakul, S. (2025). Reasons for and against GenAI: Trait-driven adoption under open innovation dynamics. Journal of Open Innovation: Technology, Market, and Complexity, 11(4), 1-13. https://doi.org/10.1016/j.joitmc.2025.100653
  • Hu, J., Xiong, L., Zhang, M., & Chen, C. (2022). The mobilization of employees’ psychological resources: How servant leadership motivates pro-customer deviance. International Journal of Contemporary Hospitality Management, 35(1), 115–136.
  • Kao, P.-J., Dacko, S., & Hu, Y. (2026). Unraveling the complexity of radical service innovation: A systematic review, integrative framework, and research roadmap. Journal of Business Research, 202(1), 1-14. https://doi.org/10.1016/j.jbusres.2025.115754
  • Mahavarpour, N., Marvi, R., & Foroudi, P. (2023). A brief history of service innovation: The evolution of past, present, and future of service innovation. Journal of Business Research, 160(1), 1-15.
  • Malodia, S., Mishra, M., Fait, M., Papa, A., & Dezi, L. (2023). To digit or to head? Designing digital transformation journey of SMEs among digital self-efficacy and professional leadership. Journal of Business Research, 157(1), 1-18.
  • Mubarak, M. F., Jucevicius, G., Shabbir, M., Petraite, M., Ghobakhloo, M., & Evans, R. (2025). Strategic foresight, knowledge management, and open innovation: Drivers of new product development success. Journal of Innovation & Knowledge, 10(2), 1-14.
  • Nguyen, T.-M., & Malik, A. (2022). Impact of knowledge sharing on employees' service quality: The moderating role of artificial intelligence. International Marketing Review, 39(3), 482–508.
  • Ottenbacher, M., & Gnoth, J. (2005). How to develop successful hospitality innovation. Cornell Hotel and Restaurant Administration Quarterly, 46(2), 205–222.
  • Paredes-Aguirre, M., Campoverde Aguirre, R., Hernandez-Pozas, O., Ayala, Y., & Barriga Medina, H. (2024). The digital self-efficacy scale: Adaptation and validation of its Spanish version. Human Behavior and Emerging Technologies, 1(1), 3-16.
  • Ren, L., Deng, S., Men, L., & Boudouaia, A. (2025). A study on factors shaping innovative work behavior and service innovation performance in government sectors: Role of digital leadership and dynamic capabilities. Humanities and Social Sciences Communications, 12(1), 1–16.
  • Sánchez, M. A. (2025). Exploring value creation of generative artificial intelligence in organizations: A systematic review. Strategic Business Research, 1(1), 1-15.
  • Schunk, D. H., & DiBenedetto, M. K. (2020). Motivation and social cognitive theory. Contemporary Educational Psychology, 60(1), 1-12.
  • Shamim, S., Yang, Y., Zia, N. U., & Shah, M. H. (2021). Big data management capabilities in the hospitality sector: Service innovation and customer generated online quality ratings. Computers in Human Behavior, 121(1), 1-17.
  • Ulfert-Blank, A. S., & Schmidt, I. (2022). Assessing digital self-efficacy: Review and scale development. Computers & Education, 191(1), 1-12.
  • Xia, Z. M., Hu, Y., Li, X. M., Xie, K., & Xiao, J. (2026). Reflecting the impact of customer participation in digital era: The role of data analytics capability and organization coupling. International Journal of Information Management, 87(1), 1-12.
  • Yang, C., Zhang, L., Ling, X., Qin, X., & Li, M. (2024). Digitalization capability and digital product and service innovation performance: Empirical evidence from China. Business Process Management Journal, 31(2), 535–555.
  • Zhang, L., Guo, Y., Fu, J., & Xiang, X. (2026). Not just smarter—better jobs: How AI transforms work design and employee experience in tourism. Technovation, 153(2), 1-15.
  • Zhou, S., & Xin, J. (2025). How and when does AI awareness affect hotel frontline employee’s unethical pro-organizational behavior? International Journal of Hospitality Management, 130(1), 1-17.

Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety

Yıl 2026, Cilt: 12 Sayı: 1 , 16 - 28 , 27.03.2026
https://doi.org/10.24289/ijsser.1772005
https://izlik.org/JA25NB93RC

Öz

Artificial intelligence (AI) is increasingly transforming service delivery and innovation processes in the hospitality industry. However, limited research has examined how organizational readiness for AI translates into service innovation outcomes through employee-related mechanisms. Drawing on Social Cognitive Theory, this study investigates the relationship between artificial intelligence readiness and service innovation performance, considering the mediating role of employee digital self-efficacy and the moderating role of psychological safety. Data were collected from 392 employees in hospitality businesses across four major Australian cities using a three-wave time-lagged survey design. The results of structural equation modeling indicate that AI readiness positively influences service innovation performance and significantly enhances employees’ digital self-efficacy, which partially mediates this relationship. Furthermore, psychological safety strengthens the positive effect of digital self-efficacy on service innovation performance. These findings highlight the importance of integrating technological capabilities with supportive psychological and organizational conditions to foster innovation in AI-enabled hospitality environments.

Kaynakça

  • Ali, A., Xue, X., Wang, N., Yin, X., & Tariq, H. (2025). The interplay of team-level leader–member exchange and artificial intelligence on information systems development team performance: A mediated moderation perspective. International Journal of Managing Projects in Business, 18(4–5), 670–687.
  • Alnofeli, K. K., Akter, S., Yanamandram, V., & Hani, U. (2026). AI-powered CRM capability model: Advancing marketing ambidexterity, profitability and competitive performance. International Journal of Information Management, 86(1), 1-11. https://doi.org/10.1016/j.ijinfomgt.2025.102981
  • Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. New Jersey: Prentice-Hall.
  • Bandura, A. (1997). Self-efficacy: The exercise of control. London: W.H. Freeman.
  • Bandura, A. (2001). Social cognitive theory: An agentic perspective. Annual Review of Psychology, 52(1), 1–26. https://doi.org/10.1146/annurev.psych.52.1.1
  • Bandura, A. (2006). Toward a psychology of human agency. Perspectives on Psychological Science, 1(2), 164–180.
  • Compeau, D. R., & Higgins, C. A. (1995). Computer self-efficacy: Development of a measure and initial test. MIS Quarterly, 19(2), 189–211.
  • Demir, M. (2025). Integrating artificial intelligence into decision processes: A dual role of psychological ownership and emotional intelligence. International Journal of Human–Computer Interaction, 42(10) 1-15.https://doi.org/10.1080/10447318.2025.2595308
  • Demir, M., & Demir, Ş. Ş. (2023). Professionals' perspectives on ChatGPT in the tourism industry: Does it inspire awe or concern? Journal of Tourism Theory and Research, 9(2), 61-76. https://doi.org/10.24288/jttr.1313481
  • Demir, M., & Demir, Ş. Ş. (2025). Driving AI-enabled transformation in small and medium tourism enterprises: The strategic and investment roles of decision makers. Tourism Management Perspectives, 59(1), 1-12. https://doi.org/10.1016/j.tmp.2025.101428
  • Demir, M., Tajeddini, K., & Gamage, T. C. (2025). Big data analytical capabilities and tech-business model innovation: A moderated mediation model. Journal of Hospitality and Tourism Technology, 17(3), 1-22. https://doi.org/10.1108/JHTT-12-2024-0852
  • Ding, N., Chen, M., & Hu, L. (2025). The design industry in the AI era: How AI awareness and AI literacy influence the innovative work behavior of Chinese Generation Y designers. Acta Psychologica, 260(1), 1-10. https://doi.org/10.1016/j.actpsy.2025.105650
  • Edmondson, A. (1999). Psychological safety and learning behavior in work teams. Administrative Science Quarterly, 44(2), 350–383.
  • Edmondson, A., & Lei, Z. (2014). Psychological safety: The history, renaissance, and future of an interpersonal construct. Annual Review of Organizational Psychology and Organizational Behavior, 1(1), 23–43.
  • Fan, X., & Yang, N. (2026). When digital meets human: How organizational digital capability promotes service innovation via cognitive flexibility and empowering leadership. Acta Psychologica, 262(1), 1-14. https://doi.org/10.1016/j.actpsy.2025.106014
  • Gao, P., & Gao, Y. (2024). How does digital leadership foster employee innovative behavior: A cognitive–affective processing system perspective. Behavioral Sciences, 14(5), 362-374.
  • Hebl, W. I., Theis, I., Guisard, T., & Madera, J. M. (2026). The hospitality and tourism frontline employee: A bibliometric analysis. International Journal of Hospitality Management, 133(2), 1-11. https://doi.org/10.1016/j.ijhm.2025.104451
  • Hoonsopon, D., Ketkaew, C., Puriwat, W., Viriyasitavat, W., & Tripopsakul, S. (2025). Reasons for and against GenAI: Trait-driven adoption under open innovation dynamics. Journal of Open Innovation: Technology, Market, and Complexity, 11(4), 1-13. https://doi.org/10.1016/j.joitmc.2025.100653
  • Hu, J., Xiong, L., Zhang, M., & Chen, C. (2022). The mobilization of employees’ psychological resources: How servant leadership motivates pro-customer deviance. International Journal of Contemporary Hospitality Management, 35(1), 115–136.
  • Kao, P.-J., Dacko, S., & Hu, Y. (2026). Unraveling the complexity of radical service innovation: A systematic review, integrative framework, and research roadmap. Journal of Business Research, 202(1), 1-14. https://doi.org/10.1016/j.jbusres.2025.115754
  • Mahavarpour, N., Marvi, R., & Foroudi, P. (2023). A brief history of service innovation: The evolution of past, present, and future of service innovation. Journal of Business Research, 160(1), 1-15.
  • Malodia, S., Mishra, M., Fait, M., Papa, A., & Dezi, L. (2023). To digit or to head? Designing digital transformation journey of SMEs among digital self-efficacy and professional leadership. Journal of Business Research, 157(1), 1-18.
  • Mubarak, M. F., Jucevicius, G., Shabbir, M., Petraite, M., Ghobakhloo, M., & Evans, R. (2025). Strategic foresight, knowledge management, and open innovation: Drivers of new product development success. Journal of Innovation & Knowledge, 10(2), 1-14.
  • Nguyen, T.-M., & Malik, A. (2022). Impact of knowledge sharing on employees' service quality: The moderating role of artificial intelligence. International Marketing Review, 39(3), 482–508.
  • Ottenbacher, M., & Gnoth, J. (2005). How to develop successful hospitality innovation. Cornell Hotel and Restaurant Administration Quarterly, 46(2), 205–222.
  • Paredes-Aguirre, M., Campoverde Aguirre, R., Hernandez-Pozas, O., Ayala, Y., & Barriga Medina, H. (2024). The digital self-efficacy scale: Adaptation and validation of its Spanish version. Human Behavior and Emerging Technologies, 1(1), 3-16.
  • Ren, L., Deng, S., Men, L., & Boudouaia, A. (2025). A study on factors shaping innovative work behavior and service innovation performance in government sectors: Role of digital leadership and dynamic capabilities. Humanities and Social Sciences Communications, 12(1), 1–16.
  • Sánchez, M. A. (2025). Exploring value creation of generative artificial intelligence in organizations: A systematic review. Strategic Business Research, 1(1), 1-15.
  • Schunk, D. H., & DiBenedetto, M. K. (2020). Motivation and social cognitive theory. Contemporary Educational Psychology, 60(1), 1-12.
  • Shamim, S., Yang, Y., Zia, N. U., & Shah, M. H. (2021). Big data management capabilities in the hospitality sector: Service innovation and customer generated online quality ratings. Computers in Human Behavior, 121(1), 1-17.
  • Ulfert-Blank, A. S., & Schmidt, I. (2022). Assessing digital self-efficacy: Review and scale development. Computers & Education, 191(1), 1-12.
  • Xia, Z. M., Hu, Y., Li, X. M., Xie, K., & Xiao, J. (2026). Reflecting the impact of customer participation in digital era: The role of data analytics capability and organization coupling. International Journal of Information Management, 87(1), 1-12.
  • Yang, C., Zhang, L., Ling, X., Qin, X., & Li, M. (2024). Digitalization capability and digital product and service innovation performance: Empirical evidence from China. Business Process Management Journal, 31(2), 535–555.
  • Zhang, L., Guo, Y., Fu, J., & Xiang, X. (2026). Not just smarter—better jobs: How AI transforms work design and employee experience in tourism. Technovation, 153(2), 1-15.
  • Zhou, S., & Xin, J. (2025). How and when does AI awareness affect hotel frontline employee’s unethical pro-organizational behavior? International Journal of Hospitality Management, 130(1), 1-17.
Toplam 35 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular İnsan Kaynakları Yönetimi
Bölüm Araştırma Makalesi
Yazarlar

Lucas Asonge 0009-0005-1189-7751

Gönderilme Tarihi 25 Ağustos 2025
Kabul Tarihi 16 Mart 2026
Yayımlanma Tarihi 27 Mart 2026
DOI https://doi.org/10.24289/ijsser.1772005
IZ https://izlik.org/JA25NB93RC
Yayımlandığı Sayı Yıl 2026 Cilt: 12 Sayı: 1

Kaynak Göster

APA Asonge, L. (2026). Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety. International Journal of Social Sciences and Education Research, 12(1), 16-28. https://doi.org/10.24289/ijsser.1772005
AMA 1.Asonge L. Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety. International Journal of Social Sciences and Education Research. 2026;12(1):16-28. doi:10.24289/ijsser.1772005
Chicago Asonge, Lucas. 2026. “Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety”. International Journal of Social Sciences and Education Research 12 (1): 16-28. https://doi.org/10.24289/ijsser.1772005.
EndNote Asonge L (01 Mart 2026) Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety. International Journal of Social Sciences and Education Research 12 1 16–28.
IEEE [1]L. Asonge, “Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety”, International Journal of Social Sciences and Education Research, c. 12, sy 1, ss. 16–28, Mar. 2026, doi: 10.24289/ijsser.1772005.
ISNAD Asonge, Lucas. “Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety”. International Journal of Social Sciences and Education Research 12/1 (01 Mart 2026): 16-28. https://doi.org/10.24289/ijsser.1772005.
JAMA 1.Asonge L. Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety. International Journal of Social Sciences and Education Research. 2026;12:16–28.
MLA Asonge, Lucas. “Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety”. International Journal of Social Sciences and Education Research, c. 12, sy 1, Mart 2026, ss. 16-28, doi:10.24289/ijsser.1772005.
Vancouver 1.Lucas Asonge. Artificial intelligence readiness and service innovation performance in hospitality: The role of employee digital self-efficacy and psychological safety. International Journal of Social Sciences and Education Research. 01 Mart 2026;12(1):16-28. doi:10.24289/ijsser.1772005

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