Exploring the transport mode choice of University students in Jakarta: A case study of Universitas Trisakti
Abstract
It is difficult to capture the unique and complex travel behaviour of students due to differences in demographics and locations. Students’ trips contribute to Jakarta’s traffic, yet it is an area that has been rarely explored. Therefore, this study aims to investigate the transport mode choice and factors affecting the travel behaviour of Universitas Trisakti students. The results show that despite living in Jakarta, a motorcycle and car-dominated city, they prefer to use sustainable transport. Public transport is the most common mode, followed by motorcycles, walking, cars, and ride-hailing, but not cycling, unlike their peers in other Indonesian cities. Students with more vehicles in their families and with licenses tend to use motorcycles and cars to go to campus. Moreover, student allowances are found to have a positive and significant influence on walking and ride-hailing choices. In terms of motorcycle use, male students are more likely to use them than female students. Travel distance and travel time also affect the choices of walking, motorcycles, and ride-hailing, whereby the longer the distance and travel time, the less likely students are to choose those transport modes over public transport. In addition, a positive regression is found between transport expenses and the choice of cars or ride-hailing. In conclusion, policies and infrastructure, such as parking fees and bicycle lanes, as well as better public transport and walking facilities, are needed to ease traffic and create a better campus environment.
References
Alkam, R. B., Said, L. B. (2018). Pemilihan Moda Transportasi Menuju Kampus Mahasiswa Universitas Muslim Indonesia, Jurnal Transportasi, Vol. 18, No. 3, pp. 201-210. https://doi.org/10.26593/jtrans.v18i3.3158.201-210
Annur, C. M. (2023). Awal 2023, Jumlah Penumpang MRT Jakarta Belum Kembali Seperti Pra-Pandemi. Databoks.katadata [online]. https://databoks.katadata.co.id/datapublish/2023/03/20/awal-2023-jumlah-penumpang-mrt-jakarta-belum-kembali-seperti-pra-pandemi [Accessed: 27 Feb 2023].
Avkara, A. V., Kusuma, A. (2020). Walking Distance Perception in Jakarta MRT Station Area. In F. T. Fang, L. S. Putranto, I. J. Prasitejo, S. Jaensisirisak (Eds.), Proceedings of the 2nd International Symposium on Transportation Studies in Developing Countries (ISTSDC 2019). Atlantis Press, pp. 120-124. https://dx.doi.org/10.2991/aer.k.200220.025
Bappenas (2019). National Medium Term Development Plan 2020 – 2024, Indonesian National Development Planning Board [online]. https://perpustakaan.bappenas.go.id/e-library/file_upload/koleksi/migrasi-data-publikasi/file/RP_RKP/Narasi-RPJMN-2020-2024-versi-Bahasa-Inggris.pdf [Accessed: 27 Feb 2023].
Ben-Akiva, M., Lerman, S. R. (1985). Discrete Choice Analysis: Theory and Applications to Travel Demand. Cambridge, MA: The MIT Press.
BPS (2019a). Land transportation Statistics 2018. Jakarta: Badan Pusat Statistik [online]. https://www.bps.go.id/publication/2019/11/27/7fdd3379108b4a60e046f4c8/statistik-transportasi-darat-2018.html [Accessed: 08 Jul 2022].
BPS (2019b). Statistik Komuter Jabodetabek 2019, Jakarta: Badan Pusat Statistik [online]. https://www.bps.go.id/publication/2019/12/04/eab87d14d99459f4016bb057/statistik-komuter-jabodetabek-2019.html [Accessed: 26 May 2022].
BPS Jakarta Barat (2020). Jakarta Barat Municipality in Figures 2020. Jakarta: Badan Pusat Statistik [online]. https://jakbarkota.bps.go.id/publication/2020/05/07/ 5d1208b4eaa1714c2c0a1ce5/kota-administrasi-jakarta-barat-dalam-angka-2020.html [Accessed: 26 May 2022].
BPS Jakarta Province (2018). DKI Jakarta Province in Figures 2018, Jakarta: Badan Pusat Statistik Provinsi DKI Jakarta [online]. https://jakarta.bps.go.id/publication/2018/08/16/67d90391b7996f51d1c625c4/provinsi-dki-jakarta-dalam-angka-2018.html [Accessed: 27 May 2022].
BPS Provinsi Jakarta (2020). DKI Jakarta Province in Figures 2020, Jakarta: Badan Pusat Statistik Provinsi DKI Jakarta [online]. https://jakarta.bps.go.id/publication/2020/04/27/20f5a58abcb80a0ad2a88725/provinsi-dki-jakarta-dalam-angka-2020.html [Accessed: 27 May 2022].
Chang, H. L., Wu, S. C. (2008). Exploring the vehicle dependence behind mode choice: Evidence of motorcycle dependence in Taipei, Transportation Research Part A: Policy and Practice, Vol. 42, No. 2, pp. 307-320. https://doi.org/10.1016/j.tra.2007.10.005
Delmelle, E. M., Delmelle, E. C. (2012). Exploring spatio-temporal commuting patterns in a university environment, Transport Policy, Vol. 21, pp. 1-9. https://doi.org/10.1016/j.tranpol.2011.12.007
Diana, M. (2008). Making the “primary utility of travel” concept operational: A measurement model for the assessment of the intrinsic utility of reported trips, Transportation Research Part A: Policy and Practice, Vol. 42, No. 3, pp. 455-474. https://doi.org/10.1016/j.tra.2007.12.005
Dias, C., Abdullah, M., Lovreglio, R., Sachchithanantham, S., Rekatheeban, M., Sathyaprasad, I. M. S. (2022). Exploring home-to-school trip mode choices in Kandy, Sri Lanka, Journal of Transport Geography, Vol. 99. https://doi.org/10.1016/j.jtrangeo.2022.103279
Fauzi, I., Basuki, I. (2016). Pemilihan Moda Transportasi ke Kampus oleh Mahasiswa Universitas Gadjah Mada. In H. Setiawan, F. Raharjo, Siswadi (Eds.), Konferensi Nasional Teknik Sipil 10, Program Studi Teknik Sipil Fakultas Teknik Universitas Atma Jaya Yogyakarta, pp. 457-466. http://e-journal.uajy.ac.id/28407/1/KONTEKS%2010-PEMILIHAN%20MODA%20TRANSPORTASI.pdf
Frank, L., Bradley, M., Kavage, S., Chapman, J., Lawton, T. K. (2008). Urban form, travel time, and cost relationships with tour complexity and mode choice, Transportation, Vol. 35, No. 1, pp. 37-54. https://doi.org/10.1007/s11116-007-9136-6
Guillen, M. D., Ishida, H., Okamoto, N. (2013). Is the use of informal public transport modes in developing countries habitual? An empirical study in Davao City, Philippines, Transport Policy, Vol. 26, pp. 31-42. https://doi.org/10.1016/j.tranpol.2012.03.008
Indraswari, D. L. (2023). Kemacetan di Jakarta yang Kian Sulit Dihindari. Kompas [online]. https://www.kompas.id/baca/riset/2023/03/23/kemacetan-di-jakarta-yang-kian-sulit-dihindari [Accessed: 24 Mar 2023].
Irawan, M. Z., Bastarianto, F. F., Sugiarto, S., Amrozi, M. R. F. (2021a). Measuring the perceived need for motorcycle-based ride-hailing services on trip characteristics among university students in Yogyakarta, Indonesia, Travel Behaviour and Society, Vol. 24, pp. 303–312. https://doi.org/10.1016/j.tbs.2021.05.005
Irawan, M. Z., Belgiawan, P. F., Joewono, T. B., Bastarianto, F. F., Rizki, M., Ilahi, A. (2021b). Exploring activity-travel behavior changes during the beginning of COVID-19 pandemic in Indonesia, Transportation, Vol. 11, pp. 1-25. https://doi.org/10.1007/s11116-021-10185-5
Irjayanti, A. D., Sari, D. W., Rosida, I. (2021). Perilaku Pemilihan Moda Transportasi Pekerja Komuter: Studi Kasus Jabodetabek, Jurnal Ekonomi dan Pembangunan Indonesia, Vol. 21 No. 2, pp. 125-147. https://doi.org/10.21002/jepi.2021.09
Jakarta Open Data (2014). Titik Rawan Kemacetan Tahun 2014. Jakarta Open Data [online]. https://data.jakarta.go.id/dataset/titik-rawan-kemacetan-di-dki-jakarta/resource /cf1250d7-f95c-4134-9ecb-b198999232a3 [Accessed: 25 Jun 2022].
Jakarta Open Data (2017). Data Titik Kemacetan di Jakarta Barat Tahun 2017. Jakarta Open Data [online]. https://data.jakarta.go.id/dataset/data-titik-kemacetan-2017/resource/8736e4c4-7539-49a5-bc63-1077a69cf8d8 [Accessed: 25 Jun 2022].
Joewono, T. B., Santoso, D. S., Hadi, P. L. (2013). Exploring University Students’ Activities and Travels based on Travel Diary Report. In A. Fujiwara (Ed.), The Eastern Asia Society for Transportation Studies – Conference Proceedings, Vol. 9. http://www.easts.info/on-line/proceedings/vol9/PDF/P20.pdf
Khattak, A., Wang, X., Son, S., Agnello, P. (2011). Travel by university students in Virginia: Is this travel different from travel by the general population?, Transportation Research Record, Vol. 2255, No. 1, pp. 137-145. https://doi.org/10.3141/2255-15
Krishnapriya, M. G., George, T. S. (2020). Mode choice behaviour of students, integrating residential location characteristics: A study from Kochi City, India, European Transport - Trasporti Europei, No. 79, pp. 1-17. https://doi.org/10.48295/ET.2020.79.5
Limanond, T., Butsingkorn, T., Chermkhunthod, C. (2011). Travel behavior of university students who live on campus: A case study of a rural university in Asia, Transport Policy, Vol. 18, No. 1, pp. 163-171. https://doi.org/10.1016/j.tranpol.2010.07.006
Maimunah, S., Rahmawati, A., Tsani, M. R. (2022). The Influence of The Covid-19 Pandemic on Mode Choice Preference in Jakarta, RSF Conference Series: Engineering and Technology, Vol. 2, No. 2, pp. 203-214. https://doi.org/10.31098/cset.v2i2.574
Maulana, R., Yudhistira, M. H. (2020). Socio-Economic Factors Affecting the Choice of Transportation Mode in Jakarta Metropolitan Area, Jurnal Pembangunan Wilayah dan Kota, Vol. 16, No. 4, pp. 245-252. https://doi.org/10.14710/pwk.v16i4.32222
Moniruzzaman, M., Farber, S. (2018). What drives sustainable student travel? Mode choice determinants in the Greater Toronto Area, International Journal of Sustainable Transportation, Vol. 12, No. 5, pp. 367-379. https://doi.org/10.1080/15568318.2017.1377326
Ng, W. S., Acker, A. (2018). Understanding urban travel behaviour by gender for efficient and equitable transport policies, International Transport Forum Discussion Papers, No. 1, pp. 1-19. https://doi.org/10.1787/eaf64f94-en
Nguyen-Phuoc, D. Q., Amoh-Gyimah, R., Tran, A. T. P., Phan, C. T. (2018). Mode choice among university students to school in Danang, Vietnam, Travel Behaviour and Society, Vol. 13, No. 1, pp. 1-10. https://doi.org/10.1016/j.tbs.2018.05.003
Olawole, M. O. (2016). Mode choice of undergraduates: A case study of lecture trips in Nigeria, The Indonesian Journal of Geography, Vol. 48, No. 1, pp. 145-156. https://doi.org/10.22146/ijg.17630
Primasari, D. W., Ernawati, J., Wicaksono, A. D. (2013). Pemilihan Moda Transportasi Ke Kampus Oleh Mahasiswa Universitas Brawijaya, Indonesian Green Technology Journal, Vol. 2, No. 2, pp. 84-93.
Ripplinger, D., Hough, J., Brandt-Sargent, B. (2009). The Changing Attitudes and Behaviors of University Students Toward Public Transportation. (Final Report). Small Urban & Rural Transit Center Upper Great Plains Transportation Institute North Dakota State University Fargo, North Dakota [online]. https://www.ugpti.org/resources/reports/downloads/dp-222.pdf [Accessed: 04 Jun 2022].
Rodríguez, D. A., Joo, J. (2004). The relationship between non-motorized mode choice and the local physical environment, Transportation Research Part D: Transport and Environment, Vol. 9, No. 2, pp. 151-173. https://doi.org/10.1016/j.trd.2003.11.001
Sjamsoeddin, S. A. T. R. (2022). Analisis Pemilihan Moda Transportasi Umum Konvensional vs. Moda Transportasi Umum Online Pada Masa Pandemi Covid-19 Di Ibukota DKI Jakarta. (Doctoral dissertation, Universitas Bakrie, Indonesia). https://repository.bakrie.ac.id/6178/ [Accessed: 24 Mar 2023].
Soehodho, S. (2017). Public transportation development and traffic accident prevention in Indonesia, IATSS Research, Vol. 40, No. 2, pp. 76-80. https://doi.org/10.1016/j.iatssr.2016.05.001
Tolley, R. (1996). Green campuses: cutting the environmental cost of commuting, Journal of Transport Geography, Vol. 4, No. 3, pp. 213-217. https://doi.org/10.1016/0966-6923(96)00022-1
TomTom International BV (2019). Traffic Index 2019, TomTom International BV [online]. https://nonews.co/wp-content/uploads/2020/02/TomTom2019.pdf [Accessed: 21 May 2022].
Tsioulianos, C., Basbas, S., Georgiadis, G. (2020). How do passenger and trip attributes affect walking distances to bus public transport stops? Evidence from university students in Greece, Spatium, No. 44, pp. 12-21. https://doi.org/10.2298/SPAT2044012T
Wibowo, B. S., Aditya, R. B., Harianto, T. F. (2021). Harnessing open data and technology for the study of accessibility: The case of Indonesia’s capital site candidate, Spatium, No. 46, pp. 46-53. https://doi.org/10.2298/SPAT2146046W
Yolandha, F. (2022). KAI Commuter Catat Rekor Peningkatan Jumlah Penumpang KRL. Republika [online]. https://news.republika.co.id/berita/rel85n370/kai-commuter-catat-rekor-peningkatan-jumlah-penumpang-krl [Accessed: 24 Mar 2023].
Zhang, R., Yao, E., Liu, Z. (2017). School travel mode choice in Beijing, China, Journal of Transport Geography, Vol. 62, pp. 98-110. https://doi.org/10.1016/j.jtrangeo.2017.06.001
Zhou, J. (2012). Sustainable commute in a car-dominant city: Factors affecting alternative mode choices among university students, Transportation Research Part A: Policy and Practice, Vol. 46, No. 7, pp. 1013-1029. https://doi.org/10.1016/j.tra.2012.04.001