Ball, M. (2022). The metaverse and how it will revolutionize everything. Norton.
Bohnert, A., Fritzsche, A., & Gregor, S. (2019). Digital transformation in insurance: Customer experience and value creation.
The Geneva Papers on Risk and Insurance,
44(3), 404–424.
https://doi.org/10.1057/s41288-019-00127-0
Buhalis, D., Harwood, T., Bogicevic, V., Viglia, G., Beldona, S., & Hofacker, C. (2019). Technological disruptions in services: Lessons from tourism and hospitality.
Journal of Service Management,
30(4), 484–506.
https://doi.org/10.1108/JOSM-12-2018-0398
Cai, J., de Janvry, A., & Sadoulet, E. (2015). Social networks and the decision to insure: Evidence from randomized experiments in China.
American Economic Journal: Applied Economics,
7(2), 81–108.
https://doi.org/10.1257/app.20130425
Chaffey, D., & Ellis-Chadwick, F. (2022). Digital marketing (8th ed.). Pearson.
Chatterjee, S., Rana, N. P., & Dwivedi, Y. K. (2023). Assessing the impact of digital marketing capabilities on firm performance: A resource-based perspective. Journal of Business Research, 157, 113553.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology.
MIS Quarterly,
13(3), 319–340.
https://doi.org/10.2307/249008
Delafrooz, N., Zendehdel, M., & Fathipoor, M. (2017). The effect of social media on customer loyalty and company performance of insurance industry. International Journal of Economics and Financial Issues, 7(3), 254–264.
Dwivedi, Y. K., Hughes, L., Baabdullah, A. M., Ribeiro-Navarrete, S., Giannakis, M., Al-Debei, M. M., Dennehy, D., Metri, B., Buhalis, D., Cheung, C. M. K., Conboy, K., Doyle, R., Dubey, R., Dutot, V., Felix, R., Goyal, D. P., Gustafsson, A., Hinsch, C., Jebabli, I., … Wamba, S. F. (2022). Metaverse beyond the hype: Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy.
International Journal of Information Management, *66*, 102542.
https://doi.org/10.1016/j.ijinfomgt.2022.102542
Dwivedi, Y. K., Hughes, L., & Wirtz, J. (2023). Metaverse beyond the hype: Multidisciplinary perspectives on challenges and opportunities. International Journal of Information Management, *66*, 102542.
Eckert, C., Neunsinger, C., & Osterrieder, K. (2022). Managing customer satisfaction: Digital applications for insurance companies.
The Geneva Papers on Risk and Insurance - Issues and Practice,
47(3), 569–602.
https://doi.org/10.1057/s41288-021-00257-z
Eling, M., & Lehmann, M. (2018). The impact of digitalization on the insurance value chain and the insurability of risks.
The Geneva Papers on Risk and Insurance - Issues and Practice,
42(3), 401–424.
https://doi.org/10.1057/s41288-017-0060-8
Eling, M., Nuessle, D., & Staubli, J. (2022). The impact of artificial intelligence along the insurance value chain and on the insurability of risks.
The Geneva Papers on Risk and Insurance - Issues and Practice,
47(2), 205–241.
https://doi.org/10.1057/s41288-020-00201-7
Eling, M., & Jia, R. (2022). Digital transformation and innovation in insurance: A review and research agenda. Journal of Risk and Insurance, 89(4), 851–880.
Fathi, M. R., Khosravi, A., & Esmaeelbeigi, F. (2026). Modelling the barriers to blockchain adoption in tourism industry based on ISM and fuzzy DEMATEL approach. Journal of Digital Age and Digital Innovation, 1(4), 50-80.
10.22091/jdaid.2026.14797.1027
Gartner. (2023). Hype cycle for digital insurance transformation 2023. Gartner Research.
IMF. (2025).
Global financial stability report: Insurtech and financial inclusion.
https://www.imf.org
Jung, Y., & Shaghei, S. (2023). Digital marketing as a driver of innovation and competitive growth. International Journal of Business Innovation, 14(1), 101–116.
Joshan, A. (2026). Revolutionizing energy management and smart city development with artificial intelligence and blockchain.
Journal of Digital Age and Digital Innovation, 1(2), 42-60.
10.22091/jdaid.2025.14007.1002
Kajwang, B. (2019). The effects of digital marketing practices on performance of the insurance sector.
International Journal of Business and Emerging Markets,
11(2), 134–150.
https://doi.org/10.1504/IJBEM.2019.100225
Kajwang, B. (2022). Effects of digital marketing practices on performance of insurance sector: A critical approach with a review.
International Journal of Business Ecosystem & Strategy,
4(4), 89–95.
https://doi.org/10.36096/ijbes.v4i4.357
Keller, K. L. (2003). Strategic brand management: Building, measuring, and managing brand equity (2nd ed.). Prentice Hall.
Khalil, M. K., Hasan, R., & Hussain, M. H. (2024). The metaverse marketing revolution: How virtual worlds are redefining digital advertising and paving the way for corporate success. In
Metaverse applications for marketing and business innovation (pp. 387–403). IGI Global.
https://doi.org/10.4018/978-8-3693-2165-2.ch020
Kohli, R., & Grover, V. (2008). Business value of IT: An essay on expanding research directions to keep up with the times. Journal of the Association for Information Systems, 9(1), 23–39.
Lanfranchi, M., & Grassi, S. (2022). Technological innovation in insurance companies in times of COVID-19.
The Geneva Papers on Risk and Insurance - Issues and Practice,
47(3), 375–395.
https://doi.org/10.1057/s41288-021-00248-0
MAS. (2025). Singapore insurance digital transformation roadmap 2025. Monetary Authority of Singapore.
Malthouse, E. C., Haenlein, M., Skiera, B., Wege, E., & Zhang, M. (2013). Managing customer relationships in the social media era: Introducing the social CRM house. Journal of Interactive Marketing, 27(4), 270–280.
Ngai, E. W. T., Hu, Y., Wong, Y. H., Chen, Y., & Sun, X. (2015). The application of data mining techniques in financial fraud detection: A review.
Decision Support Systems,
50(3), 559–569.
https://doi.org/10.1016/j.dss.2010.11.006
Ngai, E. W. T., Hu, Y., Wong, Y. H., Chen, Y., & Sun, X. (2021). The application of artificial intelligence in insurance: From theory to practice.
Expert Systems with Applications,
164, 113762.
https://doi.org/10.1016/j.eswa.2020.113762
Oliver, R. L. (1997). Satisfaction: A behavioral perspective on the consumer. McGraw-Hill.
Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1), 12–40.
Shahabi, V., Sarhangi, R., & Mehdiabadi, A. (2026). Explaining IT governance for implementing branchless banking through digital transformation.
Journal of Digital Age and Digital Innovation, 1(4), 1-31.
10.22091/jdaid.2026.14530.1018
Susanti, D., Tarigan, Z. J. H., Basana, S. R., & Siagian, H. (2023). The role of digital transformation in organizational performance: A systematic literature review. Technological Forecasting and Social Change, 191, 122585.
Tashkent State University of Economics. (2025). Digitalisation of the insurance sector: Trends and technologies. European Journal of Economics, Finance and Business Development, 3(5), 111–119.
Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533.
Trainor, K. J., Andzulis, J. M., Rapp, A., & Agnihotri, R. (2014). Social media technology usage and customer relationship performance: A capabilities-based examination of social CRM. Journal of Business Research, 67(6), 1201–1208.
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view.
MIS Quarterly,
27(3), 425–478.
https://doi.org/10.2307/30036540
Wang, C., Chen, Y., & Li, T. (2022). Digital transformation through the metaverse: Strategic opportunities for SMEs. Journal of Virtual Environments and Business Strategy, *8*(3), 145–162.
Wang, Y., Zhang, J., & Xu, T. (2022). Exploring metaverse adoption and its impact on SME performance: Evidence from service sectors.
Technological Forecasting and Social Change, *184*, 121984.
https://doi.org/10.1016/j.techfore.2022.121984
Wanyan, Q., Yang, Z., & Xu, C. (2025). Does digital transformation improve productivity? Evidence from China’s insurance industry. The Geneva Papers on Risk and Insurance. (In Press).
Zarifis, A., Holland, C. P., & Milne, A. (2023). Evaluating the impact of AI on insurance: Four emerging data-driven models.
Emerald Open Research,
1(1), 1–19.
https://doi.org/10.1108/EOR-01-2023-0001
Jafari, M., Akhavan, P., & Akbari, A. H. (2026). Enhancing supply chain agility and performance through big data analytics: the role of digitalization and top management support. International Journal of Productivity and Performance Management, 1-22.
https://doi.org/10.1108/IJPPM-06-2025-0557
Tavakkoli-Moghaddam, R., Akbari, A. H., Tanhaeean, M., Moghdani, R., Gholian-Jouybari, F., & Hajiaghaei-Keshteli, M. (2024). Multi-objective boxing match algorithm for multi-objective optimization problems. Expert Systems with Applications, 239, 122394.
https://doi.org/10.1016/j.eswa.2023.122394