Understanding Public Transport Avoidance in Indonesia: A Narrative Review of Psychological Safety Deficit and Trust Asymmetry as Core Barriers to Adoption

  • Yunita Kartika Sari Bina Nusantara University, Jakarta, Indonesia 11480
Keywords: Psychological Safety Deficit, Trust Asymmetry, public transport avoidance, Indonesia, credence services, service quality perception, institutional trust, user safety, mobility behaviour, urban transportation.

Abstract

Public transport adoption in Indonesia remains limited despite substantial infrastructure development and
ongoing improvements in operational performance. This narrative literature review synthesizes multidisciplinary findings
to explain why Indonesians continue to prefer private and platform-based mobility options. The analysis centres on two
underexamined yet critical mechanisms: Psychological Safety Deficit (PSD) and Trust Asymmetry (TA). PSD refers to
users’ perceived lack of emotional security, agency, and predictability when navigating shared mobility environments,
shaped by concerns regarding harassment, crowding, poor visibility, and inconsistent real-time information. TA captures
the persistent imbalance between trust in public transport institutions and the higher trust placed in private mobility
platforms, often reinforced by fragmented governance, opaque incident handling, and limited responsiveness.
Drawing on literature from 2015 to 2025, complemented by foundational theories of service quality, perceived risk, servicescapes,
and institutional trust, this review demonstrates that functional attributes alone—such as reliability, cleanliness, affordability, or
first/last-mile access—cannot sufficiently address deep-rooted psychological and institutional barriers. Case illustrations from Jakarta
and other Indonesian cities show that credence-oriented interventions, including transparency-by-design mechanisms, platform-style
communication cues, survivor-centric reporting systems, enhanced staff visibility, and predictive passenger information, can more
effectively alleviate PSD and reduce TA.
This review contributes theoretically by reframing public transport avoidance in Indonesia as a credence-driven service adoption
challenge, shaped by affective perceptions and trust judgments rather than operational performance alone. Practically, it introduces the
Trust-and-Safety Signalling Mix, a framework that integrates psychological safety, institutional transparency, and user-centred design
to support Indonesia’s transition toward a safer, more reliable, and more trustworthy public transport ecosystem.

Author Biography

Yunita Kartika Sari, Bina Nusantara University, Jakarta, Indonesia 11480

Management Department, BINUS Business School Undergraduate Program, 

References

[1] L. Redman, M. Friman, T. Gärling, and T. Hartig, “Quality attributes of public transport that attract car users: A research review,” Transport Policy,
vol. 25, pp. 119–127, Jan. 2013, doi: 10.1016/j.tranpol.2012.11.005.
[2] J. De Oña and R. De Oña, “Quality of Service in Public Transport Based on Customer Satisfaction Surveys: A Review and Assessment of
Methodological Approaches,” Transportation Science, vol. 49, no. 3, pp. 605–622, Aug. 2015, doi: 10.1287/trsc.2014.0544
[3] M. R. Darby and E. Karni, “Free Competition and the Optimal Amount of Fraud,” The Journal of Law and Economics, vol. 16, no. 1, pp. 67–88, Apr.
1973, doi: 10.1086/466756.
[4] A. P. Parasuraman, V. A. Zeithaml, and L. L. Berry, “SERVQUAL: A multiple- Item Scale for measuring consumer perceptions of service quality,”
Journal of Retailing, vol. 64, no. 1, pp. 12–40, 1988.
[5] H. Snyder, “Literature review as a research methodology: An overview and guidelines,” Journal of Business Research, vol. 104, pp. 333–339, Nov.
2019, doi: 10.1016/j.jbusres.2019.07.039.
[6] C. Okoli, “A Guide to Conducting a Standalone Systematic Literature Review,” CAIS, vol. 37, 2015, doi: 10.17705/1CAIS.03743.
[7] L. Eboli and G. Mazzulla, “Service Quality Attributes Affecting Customer Satisfaction for Bus Transit,” JPT, vol. 10, no. 3, pp. 21–34, Sep. 2007, doi:
10.5038/2375-0901.10.3.2.
[8] A. Parasuraman, V. A. Zeithaml, and L. L. Berry, “A Conceptual Model of Service Quality and Its Implications for Future Resea rch,” Journal of
Marketing, vol. 49, no. 4, pp. 41–50, Sep. 1985, doi: 10.1177/002224298504900403.
[9] R. A. Bauer, “Consumer Behavior as Risk Taking. In: Hancock, R.S., Ed., Dynamic Marketing for a Changing World,” in Proceedings of the 43rd,
1960, pp. 389–398.
[10] G. R. Dowling and R. Staelin, “A Model of Perceived Risk and Intended Risk-Handling Activity,” J CONSUM RES, vol. 21, no. 1, p. 119, Jun. 1994,
doi: 10.1086/209386.
[11] A. Loukaitou-Sideris, “Fear and safety in transit environments from the women’s perspective,” Secur J, vol. 27, no. 2, pp. 242–256, Apr. 2014, doi:
10.1057/sj.2014.9.
[12] V. Ceccato and A. Loukaitou-Sideris, Transit Crime and Sexual Violence in Cities: International Evidence and Prevention, 1st ed. Routledge, 2020.
doi: 10.4324/9780429290244.
[13] M. Levi and L. Stoker, “Political Trust and Trustworthiness,” Annu. Rev. Polit. Sci., vol. 3, no. 1, pp. 475–507, Jun. 2000, doi:
10.1146/annurev.polisci.3.1.475.
[14] R. C. Mayer, J. H. Davis, and F. D. Schoorman, “An Integrative Model of Organizational Trust,” The Academy of Management Review, vol. 20, no. 3,
p. 709, Jul. 1995, doi: 10.2307/258792.
[15] B. W. Wirtz, J. C. Weyerer, and C. Geyer, “Artificial Intelligence and the Public Sector—Applications and Challenges,” International Journal of
Public Administration, vol. 42, no. 7, pp. 596–615, May 2019, doi: 10.1080/01900692.2018.1498103.
[16] P. Resnick and R. Zeckhauser, “Trust among strangers in internet transactions: Empirical analysis of eBay’ s reputation system,” in Advances in
Applied Microeconomics, vol. 11, Bingley: Emerald (MCB UP ), 2002, pp. 127–157. doi: 10.1016/S0278-0984(02)11030-3.
[17] Sundararajan, A. (2016). A. Sundararajan, “The Sharing Economy: The End of Employment and the Rise of Crowd-Based Capitalism.” MIT Press,
Cambridge, Massachusetts, 2016.nd of Employment and the Rise of Crowd-Based Capitalism. MIT Press, Cambridge, Massachusetts.
[18] F. Hawlitschek, T. Teubner, and H. Gimpel, “Understanding the Sharing Economy -- Drivers and Impediments for Participation in Peer-to-Peer
Rental,” in 2016 49th Hawaii International Conference on System Sciences (HICSS), Koloa, HI, USA: IEEE, Jan. 2016, pp. 4782–4791. doi:
10.1109/HICSS.2016.593.
[19] S. S. Tax, S. W. Brown, and M. Chandrashekaran, “Customer Evaluations of Service Complaint Experiences: Implications for Rela tionship
Marketing,” Journal of Marketing, vol. 62, no. 2, pp. 60–76, Apr. 1998, doi: 10.1177/002224299806200205.
[20] K. Gelbrich, “Anger, frustration, and helplessness after service failure: coping strategies and effective informational support,” J. of the Acad. Mark.
Sci., vol. 38, no. 5, pp. 567–585, Oct. 2010, doi: 10.1007/s11747-009-0169-6.
[21] J. Fjeld, N. Achten, H. Hilligoss, A. Nagy, and M. Srikumar, “Principled Artificial Intelligence: Mapping Consensus in Ethica l and Rights-Based
Approaches to Principles for AI,” SSRN Journal, 2020, doi: 10.2139/ssrn.3518482.
[22] A. F. T. Winfield and M. Jirotka, “Ethical governance is essential to building trust in robotics and artificial intelligence systems,” Phil. Trans. R. Soc.
A., vol. 376, no. 2133, p. 20180085, Nov. 2018, doi: 10.1098/rsta.2018.0085.
[23] M. Batty, The New Science of Cities. The MIT Press, 2013. doi: 10.7551/mitpress/9399.001.0001.
[24] T. Cresswell, Gendered Mobilities, 0 ed. Routledge, 2016. doi: 10.4324/9781315584201.
[25] [1] D. Moher, A. Liberati, J. Tetzlaff, D. G. Altman, and The PRISMA Group, “Preferred Reporting Items for Systematic Reviews and MetaAnalyses: The PRISMA Statement,” PLoS Med, vol. 6, no. 7, p. e1000097, Jul. 2009, doi: 10.1371/journal.pmed.1000097.
[26] D. Tranfield, D. Denyer, and P. Smart, “Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of
Systematic Review,” British J of Management, vol. 14, no. 3, pp. 207–222, Sep. 2003, doi: 10.1111/1467-8551.00375.
[27] G. Currie and A. Delbosc, “Exploring the trip chaining behaviour of public transport users in Melbourne,” Transport Policy, vol. 18, no. 1, pp. 204–
210, Jan. 2011, doi: 10.1016/j.tranpol.2010.08.003.
[28] N. Gardner, J. Cui, and E. Coiacetto, “Harassment on public transport and its impacts on women’s travel behaviour,” Australian Planner, vol. 54, no.
1, pp. 8–15, Jan. 2017, doi: 10.1080/07293682.2017.1299189.
[29] S. Grimmelikhuijsen, G. Porumbescu, B. Hong, and T. Im, “The Effect of Transparency on Trust in Government: A Cross‐National Comparative
Experiment,” Public Administration Review, vol. 73, no. 4, pp. 575–586, Jul. 2013, doi: 10.1111/puar.12047.
[30] P. Resnick and R. Zeckhauser, “Trust among strangers in internet transactions: Empirical analysis of eBay’ s reputation system,” in Advances in
Applied Microeconomics, vol. 11, Bingley: Emerald (MCB UP ), 2002, pp. 127–157. doi: 10.1016/S0278-0984(02)11030-3.
[31] M. Bagues and B. E.V., “Politicians’ Luck of the Draw: Evidence from the Spanish Christmas Lottery,” Journal of Political Economy, vol. 124, no. 5,
pp. 1269–1294, 2016.
[32] C. Hood and D. Heald, Eds., Transparency: The Key to Better Governance?, 1st ed. British Academy, 2006. doi:
10.5871/bacad/9780197263839.001.0001.
[33] J. Fjeld, N. Achten, H. Hilligoss, A. Nagy, and M. Srikumar, “Principled Artificial Intelligence: Mapping Consensus in Ethica l and Rights-Based
Approaches to Principles for AI,” SSRN Journal, 2020, doi: 10.2139/ssrn.3518482.
[34] M. J. Bitner, “Servicescapes: The Impact of Physical Surroundings on Customers and Employees,” Journal of Marketing, vol. 56, no. 2, pp. 57–71,
Apr. 1992, doi: 10.1177/002224299205600205.
[35] M. Spence, “Job Market Signaling,” The Quarterly Journal of Economics, vol. 87, no. 3, p. 355, Aug. 1973, doi: 10.2307/1882010.
[36] H. S. Bansal and S. F. Taylor, “The Service Provider Switching Model (SPSM): A Model of Consumer Switching Behavior in the Se rvices Industry,”
Journal of Service Research, vol. 2, no. 2, pp. 200–218, Nov. 1999, doi: 10.1177/109467059922007.
[37] K. Perempuan, “Laporan Tahunan Kerja Komnas Perempuan Tahun 2021.” Komisi Nasional Anti Kekerasan terhadap Perempuan, 2023. [ Online].
Available: https://komnasperempuan.go.id/laporan-kelembagaan-detail/laporan-tahunan-kerja-komnas-perempuan-tahun-2021
[38] “Bertemu Wamen Transportasi Korsel, Menhub Bahas Upaya Penyelesaian Feasibility Study dan Pembiayaan LRT Bali,” Kementerian Perhubungan
Republik Indonesia, 2024. [Online]. Available: https://kemenhub.go.id/post/read/bertemu-wamen-transportasi-korsel,-menhub-bahas-upayapenyelesaian-feasibility-study-dan-pembiayaan-lrt-bali
[39] “MRT Jakarta Annual Report,” PT MRT JAKARTA (PERSERODA), Annual Report 2023, 2023. [Online]. Available:
https://jakartamrt.co.id/id/annual-report
Published
2026-01-31
How to Cite
Sari, Y. K. (2026). Understanding Public Transport Avoidance in Indonesia: A Narrative Review of Psychological Safety Deficit and Trust Asymmetry as Core Barriers to Adoption. IJO -International Journal of Business Management ( E:ISSN 2811-2504 ) (P.ISSN: 2384-5961), 9(01), 16-27. Retrieved from https://ijojournals.com/index.php/bm/article/view/1225