The Effect of Online Reviews and Location on Purchase Decisions with Purchase Intention as a Mediating Variable in Seafood MSMEs at Nyoman Café Jimbaran

Authors

  • Ni Ketut Putri Wulan Pradnya Yanti Universitas Pendidikan Nasional
  • I Nengah Wirsa Universitas Pendidikan Nasional

DOI:

https://doi.org/10.55606/ijemr.v5i1.669

Keywords:

Business Location, Location, Online Reviews, Purchase Decision, Purchase Intention

Abstract

The rapid advancement of digital technology has transformed consumer behavior in information searching and purchasing decisions, particularly within the tourism-based culinary sector. In highly competitive markets with relatively homogeneous products, non-product factors such as online reviews and business location play an increasingly important role in shaping consumer choices. This study aims to analyze the influence of online reviews and location on purchase decisions, with purchase intention as a mediating variable, focusing on the seafood MSME Nyoman Cafe Jimbaran. The research adopts a quantitative approach using a survey method. Data were collected through online and offline questionnaires from 200 respondents who had accessed online reviews of Nyoman Cafe Jimbaran. The data were analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM) with SmartPLS, including evaluation of the measurement model, structural model analysis, and testing of direct and indirect effects. The results indicate that online reviews and location have a positive and significant impact on purchase decisions, while location also significantly influences purchase intention. However, online reviews do not significantly affect purchase intention, and purchase intention does not significantly influence purchase decisions. Furthermore, purchase intention does not mediate the relationship between online reviews or location and purchase decisions. These findings suggest that in culinary tourism contexts, purchasing decisions tend to be spontaneous and are more directly driven by digital reputation and strategic location. This study contributes to digital consumer behavior literature and provides practical insights for culinary MSMEs.

References

Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.

Ali, M., Rahman, S., & Hassan, T. (2021). Purchase intention dimensions in the restaurant industry: A multidimensional approach. International Journal of Hospitality Management, 94, 102115.

Armitage, C. J., & Conner, M. (2001). Efficacy of the theory of planned behaviour: A meta-analytic review. British Journal of Social Psychology, 40(4), 471–499.

Astuti, E. D., Tarto, T., Utami, R. T., & Oktaviany, V. (2025). Transformasi UMKM digital berbasis potensi lokal. Jurnal Lentera Bisnis, 14(2), 2150–2158. https://doi.org/10.34127/jrlab.v14i2.1592

Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182.

Booms, B. H., & Bitner, M. J. (1981). Marketing strategies and organization structures for service firms. In J. H. Donnelly & W. R. George (Eds.), Marketing of services (pp. 47–51). American Marketing Association.

Buhalis, D., & Volchek, K. (2021). Bridging marketing theory and big data analytics: The taxonomy of marketing attribution. International Journal of Information Management, 56, 102119.

Chen, H., Wang, Y., & Liu, X. (2020). Factors influencing purchase decisions in ethnic restaurants: A comprehensive model. Journal of Foodservice Business Research, 23(4), 312–329.

El-Said, O. A. (2020). Impact of online reviews on hotel booking intention: The moderating role of brand image, star category, and price. Tourism Management Perspectives, 33, 100604. https://doi.org/10.1016/j.tmp.2019.100604

Filieri, R., & McLeay, F. (2024). E-WOM and accommodation: Factors influencing travelers’ adoption of online reviews. Journal of Travel Research, 63(1), 44–57.

Filieri, R., Hofacker, C. F., & Alguezaui, S. (2021). What makes information in online consumer reviews diagnostic over time? Computers in Human Behavior, 80, 122–131.

Ghozali, I., & Kusumadewi, K. A. (2023). Partial least squares: Konsep, teknik, dan aplikasi menggunakan program SmartPLS 3.0 (2nd ed.). Badan Penerbit Universitas Diponegoro.

Gupta, S., & Duggal, S. (2021). How consumers’ attitudes and behavioural intentions are influenced: Online food delivery apps in India. British Food Journal, 123(2), 664–683.

Hanaysha, J. (2022). The impact of social media marketing features on restaurant brand image and behavioral intention. International Journal of Information Management Data Insights, 2(1), 100112.

Hayes, A. F. (2022). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach (3rd ed.). Guilford Press.

Kim, S., & Kim, H. (2020). The impact of restaurant location factors on customer satisfaction and behavioral intentions. International Journal of Contemporary Hospitality Management, 32(3), 1258–1279.

Kristia, M. (2021). Analisis mediasi dalam penelitian pemasaran. Penerbit Akademik.

Kusumawati, A., & Rahayu, K. S. (2020). The effect of experience quality on perceived value, satisfaction, and loyalty. The TQM Journal, 32(6), 1525–1540.

Leonardi, M., & Moretti, E. (2022). The agglomeration of urban amenities: Evidence from Milan restaurants.

Liu, S., Law, R., Rong, J., Li, G., & Hall, J. (2023). Analyzing changes in hotel customers’ expectations by trip mode. International Journal of Hospitality Management, 34, 359–371.

Lovelock, C., & Wirtz, J. (2022). Services marketing: People, technology, strategy (9th ed.). World Scientific.

Mawa, S. F., & Cahyadi, I. F. (2021). Pengaruh harga, online customer review, dan rating terhadap minat beli di Lazada. Jurnal Ilmiah, 9, 253–278.

Maziriri, E. T., Rukuni, T. F., & Chuchu, T. (2021). Factors influencing food consumption satisfaction and purchase decisions. Cogent Business & Management, 8(1), 1968731. https://doi.org/10.1080/23311975.2021.1968731

McCann, P., & Sheppard, S. (2003). The rise, fall and rise again of industrial location theory. Regional Studies, 37(6–7), 649–663.

McCarthy, E. J. (1960). Basic marketing: A managerial approach. Richard D. Irwin.

Pandey, S., & Soodan, V. (2020). Purchase intention modeling: A cross-cultural study. Global Business Review, 21(3), 710–727.

Park, S., & Nicolau, J. L. (2022). Asymmetric effects of online consumer reviews. Annals of Tourism Research, 50, 67–83.

Parsa, H. G., Self, J. T., Njite, D., & King, T. (2021). Why restaurants fail. Cornell Hotel and Restaurant Administration Quarterly, 46(3), 304–322.

Pearson, B., Lacombe, D., & Khatun, N. (2024). Likert scale variables in personal finance research. Econometrics, 12(4), 1–11. https://doi.org/10.3390/econometrics12040033

Porter, M. E. (1985). Competitive advantage: Creating and sustaining superior performance. Free Press.

Porter, M. E. (2000). Location, competition, and economic development. Economic Development Quarterly, 14(1), 15–34.

Purwasi, I., Anggraini, I., & Febliansa, M. R. (2025). The effect of location and service quality on customer loyalty. Journal of Business Studies, 4(1), 19–26.

Rahmawati, A. I. (2021). Pengaruh online customer review, online customer rating, dan kepercayaan terhadap keputusan pembelian online. Jurnal Ilmiah, 1, 18–23.

Solomon, M. R. (2020). Consumer behavior: Buying, having, and being (13th ed.). Pearson.

Stankevich, A. (2022). Explaining the consumer decision-making process. Journal of International Business Research and Marketing, 2(6), 7–14.

Sugiyono. (2023). Metode penelitian kuantitatif, kualitatif, dan R&D. Alfabeta.

Tandon, A., Kaur, P., Bhatt, Y., Mäntymäki, M., & Dhir, A. (2021). Why do people purchase from food delivery apps? Journal of Retailing and Consumer Services, 63, 102667.

Tataurova, N. (2025). A comparative genre analysis of online customer reviews.

Tzeng, S.-Y., Ertz, M., Jo, M.-S., & Sarigöllü, E. (2021). Factors affecting customer satisfaction on online shopping holiday. Marketing Intelligence & Planning, 39(4), 516–532.

Utomo, S., Humaidi, & Ariani, S. (2021). Effect of location and word of mouth on purchasing decisions. Proceedings of the 3rd AICoBPA, 133–141. https://doi.org/10.2991/aebmr.k.210928.027

Wang, H.-H., & Somogyi, S. (2020). Consumer food stockpiling behavior during COVID-19. Food Security, 12(4), 739–747.

Wardana, E. P., Arief, M. Y., & Fandiyanto, R. (2022). Pengaruh lokasi dan kualitas produk terhadap keputusan pembelian. Jurnal Mahasiswa Entrepreneurship, 1(3), 631. https://doi.org/10.36841/jme.v1i3.2034

Widayanto, A. Y., & Imronudin. (2023). Pengaruh pemasaran kewirausahaan terhadap keberlanjutan UMKM. Innovative: Journal of Social Science Research, 3(5), 9322–9336.

Zhao, Y., Xu, X., & Wang, M. (2023). Predicting overall customer satisfaction from online reviews. International Journal of Hospitality Management, 76, 111–125.

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Published

2026-01-05

How to Cite

Ni Ketut Putri Wulan Pradnya Yanti, & I Nengah Wirsa. (2026). The Effect of Online Reviews and Location on Purchase Decisions with Purchase Intention as a Mediating Variable in Seafood MSMEs at Nyoman Café Jimbaran. International Journal of Economics and Management Research, 5(1), 438–452. https://doi.org/10.55606/ijemr.v5i1.669

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