Bibliometric Analysis of Sustainable Public Transport Indicators: Trends of Global Research from 2000-2024

Authors

  • Ala Zuhier Keblawi School of Civil Engineering, Universiti Sains Malaysia (Engineering Campus), 14300 Nibong Tebal, Penang, Malaysia; Faculty of Engineering and Technology, Palestine Technical University (PTUK)- Kadoorie, Tulkarm, Palestine https://orcid.org/0009-0002-9774-0808
  • Mohd Rosli Mohd Hasan School of Civil Engineering, Universiti Sains Malaysia (Engineering Campus), 14300 Nibong Tebal, Penang, Malaysia https://orcid.org/0000-0001-6922-4158
  • Khaled Ahmad Al-Sahili Civil and Architectural Engineering Department, An-Najah National University, Nablus P4110257, Palestine https://orcid.org/0000-0002-7526-0929
  • Ahmad Farhan Sadullah Vice Chancellor, Universiti Putra Malaysia, 43400 Serdang, Selangor Darul Ehsan, Malaysia https://orcid.org/0000-0002-4297-1353
  • Samer Saeed Abdulhussein Civil Engineering Department, College of Engineering, Mustansiriyah University, Baghdad 10071, Iraq. https://orcid.org/0000-0002-4388-848X

DOI:

https://doi.org/10.31272/jeasd.3392

Keywords:

Bibliometric Analysis, Global Trends, Public Transportation, Sustainable Indicators

Abstract

This article offers a bibliographic review of studies undertaken concerning sustainable public transport and the importance of sustainability indicators to the growth of the transport field. The study used a total of 430 Scopus-indexed articles published between the years 2000 and 2024 using the phrases “sustainable,” “public transport,” and “indicators.” These articles were reviewed using the software packages VOSviewer and Biblioshiny. The article explores the contribution of the indicators towards the analysis and implementation of sustainable transport systems, and their added value and limitations. The findings of the article indicate that the leading country concerning the publication of articles is China, and the leading journal is Sustainability (Switzerland). The most used keywords are “indicators,” followed by “transport,” “sustainability,” and “sustainable transport systems.” The most used indicators are emissions, energy consumption, and accessibility, followed by user satisfaction and cost efficiency. These are used concerning the environmental, societal, and economic aspects of the sustainability of the transport systems. The leading nation studied herein is Italy, and there are various studies that highlight the progress of the intelligent and sustainable mobility systems of the Italian States.

References

Q. Zhang, C. Liu, L. Lu, J. Hu, and Y. Chen, “Sustainability Assessment of Urban Public Transport for SDG Using Geospatial Big Data,” Sustainability, vol. 16, no. 11, p. 4542, May 2024. https://doi.org/10.3390/su16114542

S. Xu, C. Sun, and N. Liu, “Road congestion and air pollution -Analysis of spatial and temporal congestion effects,” Science of The Total Environment, vol. 945, p. 173896, Oct. 2024.doi:https://doi.org/10.1016/j.scitotenv.2024.173896

D. Ros-McDonnell, M. V. de-la-Fuente-Aragón, L. Ros-McDonnell, and M. Cardós, “Toward Resilient Urban Design: Pedestrians as an Important Element of City Design,” Urban Science, vol. 8, no. 2, p. 65, Jun. 2024. doi: https://doi.org/10.3390/urbansci8020065

A. Gaschi-Uciecha, “The Problem of Reliability in Public Transport for the Metropolis GMZ Area-Pilots Studies,” Sustainability, vol. 15, no. 4, p. 3199, Feb. 2023. doi: https://doi.org/10.3390/su15043199

A. Aravind, S. P. Venthuruthiyil, and S. Mishra, “Equity and accessibility assessment of fixed route transit systems integrated with on-demand feeder services,” J Transp Geogr, vol. 121, p. 104028, Dec. 2024. doi: https://doi.org/10.1016/j.jtrangeo.2024.104028

P. C. Jasti and V. V. Ram, “Sustainable benchmarking of a public transport system using analytic hierarchy process and fuzzy logic: a case study of Hyderabad, India,” Public Transport, vol. 11, pp. 457–485, Oct. 2019.doi:https://doi.org/10.1007/s12469-019-00219-8

R. C. Vargas-Maldonado et al., “Conscious Mobility for Urban Spaces: Case Studies Review and Indicator Framework Design,” Applied Sciences, vol. 13, no. 1, Jan. 2023. doi: https://doi.org/10.3390/app13010333

S. Nagy and C. Csiszár, “Assessment Methods for Comparing Shared Mobility and Conventional Transportation Modes in Urban Areas,” Periodica Polytechnica Social and Management Sciences, vol. 30, no. 2, pp. 158–166, 2022.doi:https://doi.org/10.3311/PPso.16605

K. Shakeel and T. H. Rashidi, “The impact of attitudes on bicycle-oriented and car-oriented attitudes for non-work travel: A hybrid choice model,” Int J Sustain Transp, vol. 17, no. 6, pp. 696–710, Jun. 2023. doi: https://doi.org/10.1080/15568318.2022.2088318

K. Sriprateep et al., “Multi-Objective Optimization of Resilient, Sustainable, and Safe Urban Bus Routes for Tourism Promotion Using a Hybrid Reinforcement Learning Algorithm,” Mathematics, vol. 12, no. 14, p. 2283, Jul. 2024. doi: https://doi.org/10.3390/math12142283

F. M. A. Hassouna, “Sustainability assessment of public bus transportation sector in West Bank, Palestine,” Environ Res Commun, vol. 5, no. 1, p. 015001, Jan. 2023. doi: https://doi.org/10.1088/2515-7620/acb03f

N. Hidayati et al., “Evaluation of Public Transportation Implementation as Part of Supporting Sustainable Transportation,” Civil Engineering and Architecture, vol. 12, no. 3A, pp. 2360–2369, May 2024.doi:https://doi.org/10.13189/cea.2024.121330

S. Hipogrosso and S. Nesmachnow, “Analysis of sustainable public transportation and mobility recommendations for Montevideo and Parque Rodo neighborhood,” Smart Cities, vol. 3, no. 2, pp. 479–510, Jun. 2020. doi: https://doi.org/10.3390/smartcities3020026

A. Keblawi, N. S. B. Abdul Sukor, K. Al-Sahili, A. F. B. M. Sadullah, S. Abdulhussein, and A. Al-Qudsi, “Checklist for Sustainable Public Transport Service in Developing Countries: Insights from Systematic Literature Review and Experts’ Judgment,” International Journal of Transport Development and Integration, vol. 9, no. 2, pp. 271–285, Jun. 2025. doi: https://doi.org/10.18280/ijtdi.090206

A. Al Tamseh, A. Osama, M. Hussain, and A. Alsobky, “Methodology for Selection of Sustainable Public Transit Routes: Case Study of Amman City, Jordan,” Infrastructures (Basel), vol. 9, no. 9, p. 147, Aug. 2024. doi: https://doi.org/10.3390/infrastructures9090147

F. Binti, “Inclusion of Bus Stop Accessibility for Transport Assessment: Case Study of Penang Island” Doctorate thesis, Siti Fadhlina Binti Muhammad Fisal Universiti Sains Malaysia 2022.

F. Colmenero-Fonseca, C. D. Fonce-Segura, A. Guzmán-Ramírez, and M. Flores-García, “Sustainable Public Transport Service Adapted for People with Disabilities and Reduced Mobility in the Municipality of León, Guanajuato, Mexico,” Sustainability, vol. 13, no. 13, p. 7471, Jul. 2021, doi: https://doi.org/10.3390/su13137471

A. A. A. Shiddiqi, D. Sutjiningsih, T. Tjahjono, L. Darmajanti, and G. B. Suprayoga, “Evaluating Sustainable Transport Indicators for Metropolitan Areas in Developing Countries: The Case of Greater Jakarta,” The Open Transportation Journal, vol. 16, no. 1, Aug. 2022.doi:https://doi.org/10.2174/18744478-v16-e2206130

K. Al-Sahili and K. Qaisi, “A methodology for measuring a local index of public transport accessibility,” Proceedings of the Institution of Civil Engineers: Transport, vol. 176, no. 6, pp. 337–348, Jan. 2023. doi: https://doi.org/10.1680/jtran.20.00029

F. Cavallaro and A. Dianin, “Efficiency of public transport for cross-border commuting: An accessibility-based analysis in Central Europe,” J Transp Geogr, vol. 89, p. 102876, Dec. 2020. doi: https://doi.org/10.1016/j.jtrangeo.2020.102876

J. Kinigadner, B. Büttner, and G. Wulfhorst, “Beer versus bits: CO 2 -based accessibility analysis of firms’ location choices and implications for low carbon workplace development,” Applied Mobilities, vol. 4, no. 2, pp. 200–218, May 2019.doi:https://doi.org/10.1080/23800127.2019.1572053

D.-Y. Lin, S. T. Waller, and M.-Y. Lin, “A Review of Urban Planning Approaches to Reduce Air Pollution Exposures,” Curr Environ Health Rep, vol. 11, no. 4, pp. 557–566, Aug. 2024. doi: https://doi.org/10.1007/s40572-024-00459-2

I. Heidari, A. T. Eshlaghy, and S. M. S. Hosseini, “Effect of improving sustainable transportation indicators on quality of life in Tehran,” Environ Res, vol. 263, p. 120241, Dec. 2024.doi:https://doi.org/10.1016/j.envres.2024.120241

U. Hasan, A. Whyte, and H. AlJassmi, “A multi-criteria decision-making framework for sustainable road transport systems: Integrating stakeholder-cost-environment-energy for a highway case study in the United Arab Emirates,” J Clean Prod, vol. 450, p. 141831, Apr. 2024. doi: https://doi.org/10.1016/j.jclepro.2024.141831

F. Dulce, J. Murillo-Hoyos, and E. Caicedo, “Comparative analysis of the performance, environmental impact, and costs of electric, combustion, and gas buses in an operating context of a mid-sized city of an emerging country,” Transp Res Interdiscip Perspect, vol. 25, p. 101113, May 2024.doi:https://doi.org/10.1016/j.trip.2024.101113

B. Tahmasbi, P. Hajian, F. Tahmasbi, and Q. He, “Measuring integrated accessibility for sustainable mobility: a fuzzy set approach case study,” Computational Urban Science, vol. 4, no. 35, Nov. 2024. doi: https://doi.org/10.1007/s43762-024-00146-w

P. Iamtrakul, A. Padon, S. Chayphong, and Y. Hayashi, “Unlocking Urban Accessibility: Proximity Analysis in Bangkok, Thailand’s Mega City,” Sustainability, vol. 16, no. 8, p. 3137, Apr. 2024. doi: https://doi.org/10.3390/su16083137

A. Aravind, S. P. Venthuruthiyil, and S. Mishra, “Equity and accessibility assessment of fixed route transit systems integrated with on-demand feeder services,” J Transp Geogr, vol. 121, p. 104028, Dec. 2024.doi:https://doi.org/10.1016/j.jtrangeo.2024.104028

F. Roozkhosh, M. Molavi, and A. Salaripour, “Accessibility, Walkability, Mixed Land Uses:” International Review for Spatial Planning and Sustainable Development, vol. 10, no. 4, p. 14, Oct. 2022. doi: https://doi.org/10.14246/irspsd.10.4_223

C. Fu, B. T. H. Yen, and C.-J. Yeh, “The analysis of the shared bike usage pattern: Application of survival model to Taiwan YouBike,” Asian Transport Studies, vol. 10, p. 100125, 2024. doi: https://doi.org/10.1016/j.eastsj.2024.100125

L. D. Frank and B. Wali, “Monitoring changes in walkability over time: An environmental exposure change detection framework with implications for equity and social justice,” Sustain Cities Soc, vol. 117, p. 105808, Dec. 2024. doi: https://doi.org/10.1016/j.scs.2024.105808

J. Ammenberg and S. Dahlgren, “Sustainability Assessment of Public Transport, Part I—A Multi-Criteria Assessment Method to Compare Different Bus Technologies,” Sustainability, vol. 13, no. 2, p. 825, Jan. 2021. doi: https://doi.org/10.3390/su13020825

G. Inturri, N. Giuffrida, M. Le Pira, M. Fazio, and M. Ignaccolo, “Linking Public Transport User Satisfaction with Service Accessibility for Sustainable Mobility Planning,” ISPRS Int J Geoinf, vol. 10, no. 4, p. 235, Apr. 2021. doi: https://doi.org/10.3390/ijgi10040235

G. Bouillass, I. Blanc, and P. Perez-Lopez, “Step-by-step social life cycle assessment framework: a participatory approach for the identification and prioritization of impact subcategories applied to mobility scenarios,” Int J Life Cycle Assess, vol. 26, pp. 2408–2435, Dec. 2021.doi:https://doi.org/10.1007/s11367-021-01988-w

M. Paradowska, “Rivalry, excludability and positive transport externalities – case study of a private university in Poland,” International Journal of Sustainability in Higher Education, vol. 20, no. 7, pp. 1290–1312, Nov. 2019. doi: https://doi.org/10.1108/IJSHE-10-2018-0187

F. Bruzzone, F. Cavallaro, and S. Nocera, “The integration of passenger and freight transport for first-last mile operations,” Transp Policy (Oxf), vol. 100, pp. 31–48, Jan. 2021. doi: https://doi.org/10.1016/j.tranpol.2020.10.009

K. Tavassoli and M. Tamannaei, “Hub network design for integrated Bike-and-Ride services: A competitive approach to reducing automobile dependence,” J Clean Prod, vol. 248, p. 119247, Mar. 2020. doi: https://doi.org/10.1016/j.jclepro.2019.119247

A. Velasco and R. Gerike, “A composite index for the evaluation of sustainability in Latin American public transport systems,” Transp Res Part A Policy Pract, vol. 179, p. 103939, Jan. 2024. doi: https://doi.org/10.1016/j.tra.2023.103939

A. Aravind, S. P. Venthuruthiyil, and S. Mishra, “Equity and accessibility assessment of fixed route transit systems integrated with on-demand feeder services,” J Transp Geogr, vol. 121, p. 104028, Dec. 2024. doi: https://doi.org/10.1016/j.jtrangeo.2024.104028

Q. Zhang, C. Liu, L. Lu, J. Hu, and Y. Chen, “Sustainability Assessment of Urban Public Transport for SDG Using Geospatial Big Data,” Sustainability, vol. 16, no. 11, p. 4542, May 2024.doi:https://doi.org/10.3390/su16114542

K. Sriprateep et al., “Multi-Objective Optimization of Resilient, Sustainable, and Safe Urban Bus Routes for Tourism Promotion Using a Hybrid Reinforcement Learning Algorithm,” Mathematics, vol. 12, no. 14, p. 2283, Jul. 2024.doi:https://doi.org/10.3390/math12142283

S. A. Useche, F. J. Llamazares, and C. Marin, “Good for the planet… and for you too? Comparing five travel and health-related outcomes among active, motorized, and public transport commuters,” J Transp Health, vol. 38, p. 101893, Sep. 2024. doi: https://doi.org/10.1016/j.jth.2024.101893

Z. Yu, Y. Zhou, and H. Wang, “Walking Environment Satisfaction in a Historic Block Based on POE and Machine Learning: A Case Study of Tianjin Five Avenues,” Buildings, vol. 14, no. 10, p. 3047, Sep. 2024.doi:https://doi.org/10.3390/buildings14103047

Y. Chen and E. A. Silva, “Smart transport: A comparative analysis using the most used indicators in the literature juxtaposed with interventions in English metropolitan areas,” Transp Res Interdiscip Perspect, vol. 10, p. 100371, Jun. 2021. doi: https://doi.org/10.1016/j.trip.2021.100371

D. F. Al Husaeni and A. B. D. Nandiyanto, “Bibliometric Using Vosviewer with Publish or Perish (using Google Scholar data): From Step-by-step Processing for Users to the Practical Examples in the Analysis of Digital Learning Articles in Pre and Post Covid-19 Pandemic,” ASEAN Journal of Science and Engineering, vol. 2, no. 1, pp. 19–46, Jun. 2021.doi:https://doi.org/10.17509/ajse.v2i1.37368

J. T. McAllister, L. Lennertz, and Z. Atencio Mojica, “Mapping A Discipline: A Guide to Using VOSviewer for Bibliometric and Visual Analysis,” Sci Technol Libr (New York, NY), vol. 41, no. 3, pp. 319–348, Jul. 2022. doi: https://doi.org/10.1080/0194262X.2021.1991547

B. D. Ghorbani, “Bibliometrix: Science Mapping Analysis with R Biblioshiny Based on Web of Science in Applied Linguistics,” in A Scientometrics Research Perspective in Applied Linguistics, Cham: Springer Nature Switzerland, 2024, pp. 197–234.doi:https://doi.org/10.1007/978-3-031-51726-6_8

N. J. van Eck and L. Waltman, “Software survey: VOSviewer, a computer program for bibliometric mapping,” Scientometrics, vol. 84, pp. 523–538, 2010.doi:https://doi.org/10.1007/s11192-009-0146-3

R. C. W. Kwok and A. G. O. Yeh, “The Use of Modal Accessibility Gap as an Indicator for Sustainable Transport Development,” Environment and Planning A: Economy and Space, vol. 36, no. 5, pp. 921–936, May 2004. doi: https://doi.org/10.1068/a3673

J. Allen, L. Eboli, G. Mazzulla, and J. de D. Ortúzar, “Effect of critical incidents on public transport satisfaction and loyalty: an Ordinal Probit SEM-MIMIC approach,” Transportation (Amst), vol. 47, pp. 827–863, Apr. 2020.doi:https://doi.org/10.1007/s11116-018-9921-4

D. Groppi, D. Garcia, G. Lo Basso, F. Cumo, and L. De Santoli, “Analysing economic and environmental sustainability related to the use of battery and hydrogen energy storage for increasing the energy independence of small islands,” Energy Convers Manag, vol. 177, pp. 64–76, Dec. 2018.doi:https://doi.org/10.1016/j.enconman.2018.09.063

F. Pinna, F. Masala, and C. Garau, “Urban Policies and Mobility Trends in Italian Smart Cities,” Sustainability, vol. 9, no. 4, p. 494, Mar. 2017. doi: https://doi.org/10.3390/su9040494

K. Lättman, M. Friman, and L. E. Olsson, “Perceived Accessibility of Public Transport as a Potential Indicator of Social Inclusion,” Soc Incl, vol. 4, no. 3, pp. 36–45, Jun. 2016. doi: https://doi.org/10.17645/si.v4i3.481

M. V. Johansson, T. Heldt, and P. Johansson, “The effects of attitudes and personality traits on mode choice,” Transp Res Part A Policy Pract, vol. 40, no. 6, pp. 507–525, Jul. 2006. doi: https://doi.org/10.1016/j.tra.2005.09.001

S. Melo and P. Baptista, “Evaluating the impacts of using cargo cycles on urban logistics: integrating traffic, environmental and operational boundaries,” European Transport Research Review, vol. 9, p. 30, Jun. 2017. doi: https://doi.org/10.1007/s12544-017-0246-8

X. Zhao, Y. Ke, J. Zuo, W. Xiong, and P. Wu, “Evaluation of sustainable transport research in 2000–2019,” J Clean Prod, vol. 256, p. 120404, May 2020. doi: https://doi.org/10.1016/j.jclepro.2020.120404

B. Tahmasbi, M. H. Mansourianfar, H. Haghshenas, and I. Kim, “Multimodal accessibility-based equity assessment of urban public facilities distribution,” Sustain Cities Soc, vol. 49, p. 101633, Aug. 2019. doi: https://doi.org/10.1016/j.scs.2019.101633

C. Pakusch, G. Stevens, A. Boden, and P. Bossauer, “Unintended Effects of Autonomous Driving: A Study on Mobility Preferences in the Future,” Sustainability, vol. 10, no. 7, p. 2404, Jul. 2018.doi:https://doi.org/10.3390/su10072404

I. Benenson, K. Martens, Y. Rofé, and A. Kwartler, “Public transport versus private car GIS-based estimation of accessibility applied to the Tel Aviv metropolitan area,” Ann Reg Sci, vol. 47, no. 3, pp. 499–515, Dec. 2011. doi: https://doi.org/10.1007/s00168-010-0392-6

A. Alonso, A. Monzón, and R. Cascajo, “Comparative analysis of passenger transport sustainability in European cities,” Ecol Indic, vol. 48, pp. 578–592, Jan. 2015.doi:https://doi.org/10.1016/j.ecolind.2014.09.022

T. Munshi, “Built environment and mode choice relationship for commute travel in the city of Rajkot, India,” Transp Res D Transp Environ, vol. 44, pp. 239–253, May 2016.doi:https://doi.org/10.1016/j.trd.2015.12.005

S. Le Vine and J. Polak, “The impact of free-floating carsharing on car ownership: Early-stage findings from London,” Transp Policy (Oxf), vol. 75, pp. 119–127, Mar. 2019. doi: https://doi.org/10.1016/j.tranpol.2017.02.004

N. C. Onat, M. Kucukvar, O. Tatari, and G. Egilmez, “Integration of system dynamics approach toward deepening and broadening the life cycle sustainability assessment framework: a case for electric vehicles,” Int J Life Cycle Assess, vol. 21, pp. 1009–1034, Jul. 2016.https://doi.org/10.1007/s11367-016-1070-4

Y. Yang, Y. Liu, M. Zhou, F. Li, and C. Sun, “Robustness assessment of urban rail transit based on complex network theory: A case study of the Beijing Subway,” Saf Sci, vol. 79, pp. 149–162, Nov. 2015https://doi.org/10.1016/j.ssci.2015.06.006

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Key Dates

Received

2025-04-16

Revised

2025-11-27

Accepted

2025-12-02

Published Online First

2026-02-25

Published

2026-03-01

How to Cite

Keblawi, A. Z., Mohd Hasan, M. R. ., Al-Sahili, K. A. ., Sadullah, A. F. ., & Abdulhussein, S. S. . (2026). Bibliometric Analysis of Sustainable Public Transport Indicators: Trends of Global Research from 2000-2024. Journal of Engineering and Sustainable Development, 30(2), 159-179. https://doi.org/10.31272/jeasd.3392

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