Vol. 11 No. 9 (2025): September
Open Access
Peer Reviewed

Understanding Travel Behavior to Among Tani Main Market in Batu City: The Role of Socio-Economic and Accessibility Variable

Authors

Ahmad Ricky Alighan , Ludfi Djakfar , Agus Dwi Wicaksono , Muh Miftahulkhair

DOI:

10.29303/jppipa.v11i9.12750

Published:

2025-09-25

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Abstract

This study aims to analyze the factors influencing trip attraction to the Among Tani Main Market in Batu City and to develop a trip attraction model that can support transportation planning and market management. Primary data were collected through a questionnaire survey of 404 respondents, while secondary data were obtained from relevant agencies. Descriptive statistics were used to describe visitors’ socio-economic and travel behavior, and multiple linear regression analysis was applied to identify the dominant variables affecting visit frequency. The results show that most visitors are female, aged 31–40, with senior high school education, self-employed, and earning IDR 1–2.5 million per month. The majority use motorcycles, travel an average distance of 5–10 km, and spend 15–30 minutes to reach the market. Of the 20 independent variables tested, five were significant: travel distance, travel time, shop area, parking area, and building size. Distance and time negatively affect visit frequency, while the three infrastructure-related variables have positive effects, with shop area being the most dominant factor. The study concludes that accessibility and infrastructure capacity are more influential than socio-economic factors. These findings provide practical implications for market management and transportation planning in Batu City to enhance visit attraction and support sustainable urban development.

Keywords:

Accessibility Market infrastructure Travel behavior Trip attraction

References

Aksa, K., Aksa, N. S., Raga, P., & Pairunan, T. (2023). Development of Makassar City’s Service Model and Transportation for Goods and Passengers. Jurnal Penelitian Pendidikan IPA, 9(12), 12001–12009. https://doi.org/10.29303/jppipa.v9i12.4928

Anugrah, A., Gusty, S., & Desi, N. (2023). Model Tarikan Pergerakan Transportasi pada Pasar Lakessi Kota Parepare Tradisional. Seminar Nasional Riset dan Inovasi Teknologi (SEMNAS RISTEK), 7(1), 762–768. https://doi.org/10.30998/semnasristek.v7i1.6412

Asmael, N. M., & Kadhim, N. (2020). Estimate Attraction Rate for Shopping Centers. Transport Technic and Technology, 16(1), 1-8. https://doi.org/10.2478/ttt-2020-0001

Darajad, A. (2011). Faktor-Faktor yang Mempengaruhi Pasar Induk Cibitung sebagai Sentra Sayur-Mayur dan Buah-Buahan di Kabupaten Bekasi, Jawa Barat (Undergraduate Thesis). Universitas Negeri Jakarta. Retrieved from http://repository.unj.ac.id/34149/

El-Sayed, A. F., Al-Taher, M. G., Elghany, M. A., & Shalaby, M. S. M. (2023). Traffic Assignment Model for Sustainable Transportation Planning of Cities-an Overview. The Egyptian International Journal of Engineering Sciences and Technology, 41(1), 1-12. https://doi.org/10.21608/eijest.2022.130296.1150

Escandón-Barbosa, D. M., Urbano, D., Hurtado-Ayala, A., Salas paramo, J., & Dominguez, A. Z. (2019). Formal Institutions, Informal Institutions and Entrepreneurial Activity: A Comparative Relationship between Rural and Urban Areas in Colombia. Journal of Urban Management, 8(3), 458–471. https://doi.org/10.1016/j.jum.2019.06.002

Goet, J. (2021). Impact of Push and Pull Factors on Domestic Tourism Motivation in Nepal. In Management Dynamics. https://doi.org/10.3126/md.v24i2.50034

Hermanto, A. W., Udin, T., & Sudirman, S. (2023). Effect of Learning Methods, Extracurricular Activities, and Perceptions in the Campus Environment on Character Motivation of Student. Jurnal Penelitian Pendidikan IPA, 9(3), 1551–1557. https://doi.org/10.29303/jppipa.v9i3.3144

Jara-Díaz, S., Fielbaum, A., & Gschwender, A. (2017). Optimal Fleet Size, Frequencies and Vehicle Capacities Considering Peak and Off-Peak Periods in Public Transport. Transportation Research Part A: Policy and Practice, 106(June), 65–74. https://doi.org/10.1016/j.tra.2017.09.005

Li, T., Liao, C., Law, R., & Zhang, M. (2023). An Integrated Model of Destination Attractiveness and Tourists’ Environmentally Responsible Behavior: The Mediating Effect of Place Attachment. Behavioral Sciences, 13(3), 264. https://doi.org/10.3390/bs13030264

Meidiaa, R., Azwanda, A., & Andrisman, S. (2018). Analisis Tarikan Pergerakan Pengunjung Pasar Bina Usaha di Kota Meulaboh. Jurnal Teknik Sipil dan Teknologi Konstruksi, 4(2), 92–97. Retrieved from http://jurnal.utu.ac.id/jtsipil/article/download/1288/998

Niatika, U., Sulistyorini, R., & Karami, M. (2018). Model Tarikan Perjalanan ke Kawasan Perdagangan (Studi Kasus di Pasar Tengah, Kota Bandar Lampung). Prosiding Semnas SINTA FT UNILA, 1(McNally 2000), 2655–2914. Retrieved from http://repository.lppm.unila.ac.id/10356/

Pratiwi, A., Yusnita, Y., & Rusady, G. (2022). Studi Analisis Model Tarikan Perjalanan pada Kawasan Pasar Aur Kuning Kota Bukittinggi. Ensiklopedia of Journal, 4(8.5.2017), 41–48. Retrieved from http://jurnal.ensiklopediaku.org

Ramos, K., & Cuamea, O. (2023). Dental Tourism: Factors Influencing Travelers’ Revisit Intention to the Mexican Border. International Journal of Tourism Cities, 9(3), 806–831. https://doi.org/10.1108/ijtc-03-2023-0046

Reichenbach, M., & Puhe, M. (2018). Flying High in Urban Ropeways? A Socio-Technical Analysis of Drivers and Obstacles for Urban Ropeway Systems in Germany. Transportation Research Part D: Transport and Environment, 61(December 2016), 339–355. https://doi.org/10.1016/j.trd.2017.07.019

Shayan, N. F., Mohabbati-Kalejahi, N., Alavi, S., & Zahed, M. A. (2022). Sustainable Development Goals (SDGs) as a Framework for Corporate Social Responsibility (CSR). Sustainability (Switzerland), 14(3), 1–27. https://doi.org/10.3390/su14031222

Silalahi, M., & Wakhidah, A. Z. (2023). RETRACTED ARTICLE: The Food Plants Trade in the Kranggan Mas Traditional Market, West Java Province, Indonesia: Food Security and Local Cuisine. J. Ethn. Food, 10(27). https://doi.org/10.1186/s42779-023-00192-5

Soldatenko, D., Zentveld, E., & Morgan, D. (2023). An Examination of Tourists’ Pre-Trip Motivational Model Using Push–pull Theory: Melbourne as a Case Study. International Journal of Tourism Cities, 9(3), 572–597. https://doi.org/10.1108/ijtc-03-2023-0036

Stringer, L. C., Fraser, E. D. G., Harris, D., Lyon, C., Pereira, L., Ward, C. F. M., & Simelton, E. (2020). Adaptation and Development Pathways for Different Types of Farmers. Environmental Science and Policy, 104(October 2019), 174–189. https://doi.org/10.1016/j.envsci.2019.10.007

Suparta, I. K., Nadra, N. M., Sadia, I. K., & Erawati, N. M. R. (2019). Green Tourism Model of Family Leisure and Recreation for Chinese Tour Package in Bali. Proceedings of the International Conference On Applied Science and Technology 2019 - Social Sciences Track (iCASTSS 2019). https://doi.org/10.2991/icastss-19.2019.12

Suryaningrum, D. A., Utami, E. Y., & Alisyahbana, A. N. Q. A. (2023). Economic Behavior of Traditional Market Traders in Responding to the Existence of Modern Markets and Online Markets. Journal of Economics, Entrepreneurship, Management Business and Accounting, 1(3), 143–150. https://doi.org/10.61255/jeemba.v1i3.168

Tan, X., Altrock, U., Schoon, S., & Zhao, J. (2019). Localized Place-Making and the Knowledge-Based Regeneration Strategies – The Case of Xiasha Village in Shenzhen. Habitat International, 83(March 2018), 73–84. https://doi.org/10.1016/j.habitatint.2018.11.005

Tao, H., Sun, X., Liu, X., Tian, J., & Zhang, D. (2022). The Impact of Consumer Purchase Behavior Changes on the Business Model Design of Consumer Services Companies Over the Course of COVID-19. Frontiers in Psychology, 13(March), 1–14. https://doi.org/10.3389/fpsyg.2022.818845

Winter, J. D., Gosling, S. D., & Potter, J. (2016). Comparing the Pearson and Spearman Correlation Coefficients Across Distributions and Sample Sizes: A Tutorial Using Simulations and Empirical Data. In Psychological Methods. https://doi.org/10.1037/met0000079

Yanqoritha, N. (2023). Influence of Physico-Chemical and Bioactivators for Composting of Traditional Market Vegetable Waste. Jurnal Penelitian Pendidikan IPA, 9(4), 1696–1704. https://doi.org/10.29303/jppipa.v9i4.3238

Zhao, J., Fan, W., & Zhai, X. (2020). Identification of Land-Use Characteristics Using Bicycle Sharing Data: A Deep Learning Approach. Journal of Transport Geography, 82(December 2018), 102562. https://doi.org/10.1016/j.jtrangeo.2019.102562

Zhu, H., Guan, H., Han, Y., & Li, W. (2022). Study on Peak Travel Avoidance Behavior of Car Travelers During Holidays. Sustainability, 14(17), 10744 https://doi.org/10.3390/su141710744

Author Biographies

Ahmad Ricky Alighan, Universitas Brawijaya

Author Origin : Indonesia

Ludfi Djakfar, Universitas Brawijaya

Author Origin : Indonesia

Agus Dwi Wicaksono, Universitas Brawijaya

Author Origin : Indonesia

Muh Miftahulkhair, Universitas Sulawesi Barat

Author Origin : Indonesia

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How to Cite

Alighan, A. R., Djakfar, L., Wicaksono, A. D., & Miftahulkhair, M. (2025). Understanding Travel Behavior to Among Tani Main Market in Batu City: The Role of Socio-Economic and Accessibility Variable. Jurnal Penelitian Pendidikan IPA, 11(9), 423–430. https://doi.org/10.29303/jppipa.v11i9.12750