Traditional Market Attractiveness and Customer Loyalty: The Moderating Role of Digital Literacy
DOI:
https://doi.org/10.35870/ijmsit.v6i2.7979Keywords:
Traditional Market Attractiveness, Local Product Uniqueness, Digital Payment, Customer Loyalty, Digital Literacy, PLS-SEMAbstract
This study develops and empirically tests the Cultural–Digital Traditional Market Attractiveness Model, an integrated framework explaining how cultural and functional market attributes generate customer loyalty toward traditional markets. Grounded in the stimulus–organism–response paradigm and customer perceived value theory, the model positions market attractiveness as the evaluative mechanism that converts local product uniqueness, cultural atmosphere, digital payment availability, market accessibility, and price competitiveness into customer loyalty, and specifies buyers' digital literacy as a boundary condition of that conversion. A quantitative explanatory design was applied to 300 traditional-market consumers in Surabaya, Indonesia, selected through purposive sampling, and the data were analyzed using Partial Least Squares Structural Equation Modeling with SmartPLS 4. Local product uniqueness (β = 0.355), cultural atmosphere (β = 0.303), price competitiveness (β = 0.268), and market accessibility (β = 0.188) significantly increase market attractiveness, whereas digital payment availability does not (β = 0.049; p = 0.237). Market attractiveness strongly increases customer loyalty (β = 0.496), and buyers' digital literacy positively moderates this relationship (β = 0.118; p = 0.010), raising the simple slope from 0.378 at one standard deviation below the mean to 0.614 at one standard deviation above it. Market attractiveness transmits the indirect effects of the four significant antecedents on loyalty but not that of digital payment availability. The model explains 70.2% of the variance in market attractiveness and 38.1% of the variance in customer loyalty. The findings indicate that digital modernization strengthens loyalty only when it complements cultural authenticity, product differentiation, accessibility, and economic value, and only when buyers possess the literacy required to use it. Traditional-market revitalization should therefore prioritize distinctive local products, authentic cultural experience, and buyer digital literacy rather than payment infrastructure alone.
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References
Alamsyah, F. (2023). The impact of the availability of digital payments on customer loyalty: Case study on Bakso customers in Bandung Regency. International Journal Administration, Business & Organization, 4(2), 10–15. https://doi.org/10.61242/ijabo.23.258
Gulo, H., & Zebua, D. I. (2025). Analysis of the influence of traditional market and modern market image on consumer loyalty: Case study at PD Ya'ahowu, Gunungsitoli City. Economic Education Analysis Journal, 14(2), 181–190. https://doi.org/10.15294/eeaj.v14i2.25051
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). SAGE Publications.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
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. https://doi.org/10.1007/s11747-014-0403-8
Jokom, R., Semuel, H., & Wijaya, S. (2025). How vivid memories connect sustainable tourism attributes to tourist loyalty. Discover Sustainability, 6, Article 1228. https://doi.org/10.1007/s43621-025-02102-y
Kock, N., & Hadaya, P. (2018). Minimum sample size estimation in PLS-SEM: The inverse square root and gamma-exponential methods. Information Systems Journal, 28(1), 227–261. https://doi.org/10.1111/isj.12131
Kristia, K., Kovács, S., & Erdey, L. (2024). Generation Z's appetite for traditional food: Unveiling the interplay of sustainability values as higher order construct and food influencers in Indonesia. Discover Sustainability, 5, Article 493. https://doi.org/10.1007/s43621-024-00714-4
Mirza, F., Ting, D. H., & Hussain, A. (2025). Understanding consumer repurchases and word-of-mouth behavior in brick-and-mortar retail: Role of retail store attributes, brand loyalty and perceived value. South Asian Journal of Marketing, 6(2), 73–88. https://doi.org/10.1108/SAJM-01-2024-0002
Närvänen, E., Kuusela, H., Paavola, H., & Sirola, N. (2020). A meaning-based framework for customer loyalty. International Journal of Retail & Distribution Management, 48(8), 825–843. https://doi.org/10.1108/IJRDM-05-2019-0153
Nguyen, T. T., Tran, T. N. H., Do, T. H. M., Dinh, T. K. L., Nguyen, T. U. N., & Dang, T. M. K. (2024). Digital literacy, online security behaviors and e-payment intention. Journal of Open Innovation: Technology, Market, and Complexity, 10(2), Article 100292. https://doi.org/10.1016/j.joitmc.2024.100292
OECD. (2025). Supporting informed and safe use of digital payments through digital financial literacy. OECD Publishing. https://doi.org/10.1787/21de47d1-en
Oktaviani, R. F. (2024). Unpacking the resistance of traditional market to digital payment: A qualitative approach. RISET: Jurnal Aplikasi Ekonomi, Akuntansi dan Bisnis, 6(2), 70–86. https://doi.org/10.37641/riset.v6i2.2119
PD Pasar Surya. (2023). Market condition and trader report for Surabaya, 2023. Perusahaan Daerah Pasar Surya. — AUTHORS: please supply the exact title and access details of the source of the 2023 market statistics reported in the Introduction.
Ramayanti, R., Rachmawati, N. A., Azhar, Z., & Nik Azman, N. H. (2024). Exploring intention and actual use in digital payments: A systematic review and roadmap for future research. Computers in Human Behavior Reports, 13, Article 100348. https://doi.org/10.1016/j.chbr.2023.100348
Rini, E. S., Rombe, E., & Tarigan, M. I. (2024). Brand destination loyalty: The antecedents of destination brand experience. Cogent Business & Management, 11(1), Article 2320992. https://doi.org/10.1080/23311975.2024.2320992
Thio, S., Jokom, R., & Widjaja, D. C. (2024a). The contribution of perceived food consumption value on destination attractiveness and revisit intention. Journal of Culinary Science & Technology, 22(4), 727–743. https://doi.org/10.1080/15428052.2022.2074331
Thio, S., Kristanti, M., & Sondak, M. R. (2024b). The role of food consumption value and attitude toward food on behavioral intention: Culinary tourist behavior in Indonesia. Cogent Business & Management, 11(1), Article 2371985. https://doi.org/10.1080/23311975.2024.2371985
Udjianto, D. W., Subagio, H., Prapcoyo, H., & Rahman, I. A. (2023). Revitalizing traditional markets: The power of digital branding. In Proceedings of the 2nd International Conference on Advance Research in Social and Economic Science (ICARSE 2022) (pp. 186–195). Atlantis Press. https://doi.org/10.2991/978-2-38476-048-0_21
Vilano, M. A. V. F., Lubis, T. A., & Utama, A. N. B. (2025). The role of digital literacy in enhancing the influence of digital branding and customer experience on customer loyalty at Cafe Latera Jambi. Journal of Business Studies and Management Review, 9(1), 197–201. https://doi.org/10.22437/jbsmr.v9i1.53590
Zhao, Y., Zhan, Q., Du, G., & Wei, Y. (2024). The effects of involvement, authenticity, and destination image on tourist satisfaction in the context of Chinese ancient village tourism. Journal of Hospitality and Tourism Management, 60, 51–62. https://doi.org/10.1016/j.jhtm.2024.06.008
Zhong, J., & Chen, T. (2023). Antecedents of mobile payment loyalty: An extended perspective of perceived value and information system success model. Journal of Retailing and Consumer Services, 72, Article 103267. https://doi.org/10.1016/j.jretconser.2023.103267
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