International Journal of Academic Research in Business and Social Sciences

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Digital Transformation and Real Estate Sales Performance: A Conceptual Framework

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The real estate industry is undergoing rapid digital transformation, yet sales performance remains difficult to secure in a market defined by high value, high risk, long decision cycles, and a journey that moves between online and offline channels. Although digital marketing, technology acceptance, and customer experience have received considerable research attention, much of this evidence comes from retail and electronic commerce, and relatively few studies have linked digital transformation to sales outcomes in property markets. This paper develops a conceptual framework, grounded in the Technology Acceptance Model and Experience Economy theory, that explains how Personalized Technology Acceptance, Customer Experience, Digital Engagement, and Omnichannel Integration influence Real Estate Sales Performance. Four propositions are advanced, and a method for future empirical testing using partial least squares structural equation modelling (PLS-SEM) is outlined. The framework offers testable guidance for developers, brokerages, and digital marketing teams. As a conceptual study, the propositions require future empirical validation.
Al-haimi, B., Khalid, H., Zakaria, N. H., & Jasimin, T. H. (2025). Digital transformation in the real estate industry: A systematic literature review of current technologies, benefits, and challenges. International Journal of Information Management Data Insights, 5(1), 100340.
Anglin, P. M., Rutherford, R., & Springer, T. M. (2003). The trade-off between the selling price of residential properties and time-on-the-market: The impact of price setting. The Journal of Real Estate Finance and Economics, 26(1), 95-111.
Baum, A., & Dearsley, J. (2021). What is PropTech. Unissu Online.
Beck, N., & Rygl, D. (2015). Categorization of multiple channel retailing in Multi-, Cross-, and Omni?Channel Retailing for retailers and retailing. Journal of retailing and consumer services, 27, 170-178.
Brakus, J. J. k., Schmitt, B. H., & Zarantonello, L. (2009). Brand Experience: What Is It? How Is It Measured? Does It Affect Loyalty? Journal of marketing, 73(3), 52-68. http://www.jstor.org/stable/20619022
Brodie, R. J., Hollebeek, L. D., Juri?, B., & Ili?, A. (2011). Customer engagement: Conceptual domain, fundamental propositions, and implications for research. Journal of Service Research, 14(3), 252-271.
Broxterman, D., & Zhou, T. (2023). Information frictions in real estate markets: recent evidence and issues. The Journal of Real Estate Finance and Economics, 66(2), 203-298.
Cao, L., & Li, L. (2015). The impact of cross-channel integration on retailers’ sales growth. Journal of retailing, 91(2), 198-216.
Castelli, M., Dobreva, M., Henriques, R., & Vanneschi, L. (2020). Predicting days on market to optimize real estate sales strategy. Complexity, 2020(1), 4603190.
Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences. Lawrence Erlbaum Associates.
Collins, D. (2003). Pretesting survey instruments: an overview of cognitive methods. Quality of life research, 12(3), 229-238.
Davenport, T., Guha, A., Grewal, D., & Bressgott, T. (2020). How artificial intelligence will change the future of marketing. Journal of the academy of marketing science, 48(1), 24-42.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS quarterly, 13(3), 319-340.
Eppler, M. J., & Mengis, J. (2004). The concept of information overload: A review of literature from organization science, accounting, marketing, MIS, and related disciplines. The information society, 20(5), 325-344.
Festinger, L. (1957). A Theory of Cognitive Dissonance. Stanford University Press.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 18(1), 39-50.
Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and tam in online shopping: An integrated model1. MIS quarterly, 27(1), 51-90.
Hair, J., & Alamer, A. (2022). Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education research: Guidelines using an applied example. Research methods in applied linguistics, 1(3), 100027.
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(1), 115-135.
Holbrook, M. B., & Hirschman, E. C. (1982). The experiential aspects of consumption: Consumer fantasies, feelings, and fun. Journal of consumer research, 132-140.
Hollebeek, L. D., Glynn, M. S., & Brodie, R. J. (2014). Consumer brand engagement in social media: Conceptualization, scale development and validation. Journal of interactive marketing, 28(2), 149-165.
Huang, M.-H., & Rust, R. T. (2021). A strategic framework for artificial intelligence in marketing. Journal of the academy of marketing science, 49(1), 30-50.
Klaus, P. P., & Maklan, S. (2013). Towards a better measure of customer experience. International journal of market research, 55(2), 227-246.
Kock, N. (2015). Common method bias in PLS-SEM: A full collinearity assessment approach. International Journal of e-Collaboration (ijec), 11(4), 1-10.
Lemon, K. N., & Verhoef, P. C. (2016). Understanding customer experience throughout the customer journey. Journal of marketing, 80(6), 69-96.
McKnight, D. H., Choudhury, V., & Kacmar, C. (2002). Developing and validating trust measures for e-commerce: An integrative typology. Information systems research, 13(3), 334-359.
Meade, A. W., & Craig, S. B. (2012). Identifying careless responses in survey data. Psychological methods, 17(3), 437.
Nunnally, J. (1978). Psychometric Theory 2nd ed: Mcgraw hill book company. In.
Oliver, R. L. (1999). Whence consumer loyalty? Journal of marketing, 63(4_suppl1), 33-44.
Palmatier, R. W., Dant, R. P., Grewal, D., & Evans, K. R. (2006). Factors influencing the effectiveness of relationship marketing: A meta-analysis. Journal of marketing, 70(4), 136-153.
Pavlou, P. A. (2003). Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model. International journal of electronic commerce, 7(3), 101-134.
Payne, A., & Frow, P. (2005). A strategic framework for customer relationship management. Journal of marketing, 69(4), 167-176.
Pierce, J. L., Kostova, T., & Dirks, K. T. (2001). Toward a theory of psychological ownership in organizations. Academy of management review, 26(2), 298-310.
Pierce, J. L., Kostova, T., & Dirks, K. T. (2003). The state of psychological ownership: Integrating and extending a century of research. Review of general psychology, 7(1), 84-107.
Pine, B. J., & Gilmore, J. H. (1998). Welcome to the experience economy.
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of applied psychology, 88(5), 879.
Prasad, K., Nag, D., Srinivas, V., Singh, S., & Pathak, A. (2026). The influence of digital marketing on consumer buying intention in residential real estate in India’s National Capital Region: a structural equation modeling approach. Frontiers in Communication, 11, 1849239.
Rindfleisch, A., Malter, A. J., Ganesan, S., & Moorman, C. (2008). Cross-sectional versus longitudinal survey research: Concepts, findings, and guidelines. Journal of marketing research, 45(3), 261-279.
Ringle, C., Da Silva, D., & Bido, D. (2015). Structural equation modeling with the SmartPLS. Brazilian Journal of Marketing, 13(2), 56-73.
Stewart, K. J. (2003). Trust transfer on the world wide web. Organization science, 14(1), 5-17.
Tam, K. Y., & Ho, S. Y. (2006). Understanding the Impact of Web Personalization on User Information Processing and Decision Outcomes1. MIS quarterly, 30(4), 865-890.
Venkatesh, V., Thong, J. Y., & Xu, X. (2012). Consumer acceptance and use of information technology: Extending the Unified Theory of Acceptance and Use of Technology1. MIS quarterly, 36(1), 157-178.
Verhoef, P. C., Kannan, P. K., & Inman, J. J. (2015). From multi-channel retailing to omni-channel retailing: introduction to the special issue on multi-channel retailing. Journal of retailing, 91(2), 174-181.
Zahirovic-Herbert, V., Waller, B. D., & Turnbull, G. K. (2020). Properties that sell at or above listing price: strategic pricing, better broker or just dumb luck? The Journal of Real Estate Finance and Economics, 60(1), 53-76.
Yang, Q., Ho, T. C. F., Weng, Y., & Han, Z. (2026). Digital Transformation and Real Estate Sales Performance: A Conceptual Framework. International Journal of Academic Research in Business and Social Sciences, 16(7), 332–342.