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Choice Modelling of a Car Traveler towards Park-and-Ride Services in Putrajaya to Create Green Development

Author

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  • Irfan Ahmed Memon

    (Department of City & Regional Planning, Mehran University of Engineering & Technology, Jamshoro 76062, Pakistan
    Department of Civil & Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia
    Department of Urban & Regional Planning, Faculty of Built Environment, Universiti Teknologi Malaysia, Skudai 81310, Malaysia)

  • Noman Sahito

    (Department of City & Regional Planning, Mehran University of Engineering & Technology, Jamshoro 76062, Pakistan)

  • Saima Kalwar

    (Department of City & Regional Planning, Mehran University of Engineering & Technology, Jamshoro 76062, Pakistan)

  • Jinsoo Hwang

    (College of Hospitality and Tourism Management, Sejong University, 98 Gunja-dong, Gwanjin-gu, Seoul 143-747, Korea)

  • Madzlan Napiah

    (Department of Civil & Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia)

  • Muhammad Zaly Shah

    (Department of Urban & Regional Planning, Faculty of Built Environment, Universiti Teknologi Malaysia, Skudai 81310, Malaysia)

Abstract

Putrajaya is facing an increasing number of private car ownership and its usage. Integrated transportation infrastructure connecting the city with suburban areas and comparatively low-cost housing schemes are at the fringes of Putrajaya City. It creates a discrepancy between housing and employment attentiveness. Due to the attractiveness of jobs in the city centre, commuters’ travelling pattern is morning/evening peak hours, and it leads to traffic congestion on a few major artilleries leading to and from the city. In contrast, Putrajaya was designed to achieve a 70:30 modal split ratio. This policy was introduced to target 70% of the commuters towards a sustainable mode of transport as their mode choice. Currently, congestion in Putrajaya is due to the use of single-occupant vehicles (SOV). The SOV users cannot be convinced to use the park-and-ride services (P&RS) without understanding their travel behaviors. Therefore, the mode choice models (MCM) were developed through binary logit regression (BLR) approaches to determine the factors that influence the SOV travelers’ decisions to adopt the P&RS. As a result, several factors, which included the socio-demographic factors, travel time, travel expenses, environmental protection, avoiding stress, parking problems, vehicles sharing, and traveling directly, were found to be significant and will promote green development. Furthermore, the quality of the developed mode choice model was validated through the training and testing approach of logistic regression. Ultimately, this study can help stakeholders to encourage SOV users towards P&RS by overcoming these factors.

Suggested Citation

  • Irfan Ahmed Memon & Noman Sahito & Saima Kalwar & Jinsoo Hwang & Madzlan Napiah & Muhammad Zaly Shah, 2021. "Choice Modelling of a Car Traveler towards Park-and-Ride Services in Putrajaya to Create Green Development," Sustainability, MDPI, vol. 13(14), pages 1-25, July.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:14:p:7869-:d:594133
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    References listed on IDEAS

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    1. Irfan Ahmed Memon & Saima Kalwar & Noman Sahito & Mir Aftab Hussain Talpur & Imtiaz Ahmed Chandio & Madzlan Napiah & Hasan Tayyeb, 2021. "Mode Choice Modeling to Shift Car Travelers towards Park and Ride Service in the City Centre of Karachi," Sustainability, MDPI, vol. 13(10), pages 1-26, May.
    2. Ahmed, Qureshi Intikhab & Lu, Huapu & Ye, Shi, 2008. "Urban transportation and equity: A case study of Beijing and Karachi," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(1), pages 125-139, January.
    3. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    4. Parkhurst, G., 2000. "Influence of bus-based park and ride facilities on users' car traffic," Transport Policy, Elsevier, vol. 7(2), pages 159-172, April.
    5. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D., 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, January.
    6. Knowles, Richard D., 2007. "What future for light rail in the UK after Ten Year Transport Plan targets are scrapped?," Transport Policy, Elsevier, vol. 14(1), pages 81-93, January.
    7. Apostolos Papagiannakis & Ioannis Baraklianos & Alexia Spyridonidou, 2018. "Urban travel behaviour and household income in times of economic crisis: Challenges and perspectives for sustainable mobility," Post-Print halshs-01672816, HAL.
    8. Duncan, Michael & Christensen, Robert K., 2013. "An analysis of park-and-ride provision at light rail stations across the US," Transport Policy, Elsevier, vol. 25(C), pages 148-157.
    9. Papagiannakis, Apostolos & Baraklianos, Ioannis & Spyridonidou, Alexia, 2018. "Urban travel behaviour and household income in times of economic crisis: Challenges and perspectives for sustainable mobility," Transport Policy, Elsevier, vol. 65(C), pages 51-60.
    10. Satoshi Fujii & Ryuichi Kitamura, 2003. "What does a one-month free bus ticket do to habitual drivers? An experimental analysis of habit and attitude change," Transportation, Springer, vol. 30(1), pages 81-95, February.
    11. Wright, C. & Egan, J., 2000. "De-marketing the car," Transport Policy, Elsevier, vol. 7(4), pages 287-294, October.
    12. Steg, Linda, 2005. "Car use: lust and must. Instrumental, symbolic and affective motives for car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 147-162.
    13. Knowles, Richard D., 2007. "Erratum to "What future for light rail in the UK after Ten Year Transport Plan targets are scrapped?": [Transp. Policy 14(1) (2007) 81-93]," Transport Policy, Elsevier, vol. 14(3), pages 268-268, May.
    14. Handy, Susan & Weston, Lisa & Mokhtarian, Patricia L., 2005. "Driving by choice or necessity?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 183-203.
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    Cited by:

    1. Nadeem Ul Haque & Faheem Jehangir Khan (ed.), 2022. "RASTA Local Research, Local Solutions: Urban Development, Volume II," PIDE Books, Pakistan Institute of Development Economics, number 2022:10.

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