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Mode Choice Modeling to Shift Car Travelers towards Park and Ride Service in the City Centre of Karachi

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  • Irfan Ahmed Memon

    (Department of City and Regional Planning, Mehran University of Engineering and Technology, Jamshoro 76062, Sindh, Pakistan
    Department of Civil and Environmental Engineering, University Teknologi PETRONAS (UTP), Seri Iskandar 32610, Perak, Malaysia)

  • Saima Kalwar

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

  • Noman Sahito

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

  • Mir Aftab Hussain Talpur

    (Department of City and Regional Planning, Mehran University of Engineering and Technology, Jamshoro 76062, Sindh, Pakistan
    Department of Civil and Environmental Engineering, University Teknologi PETRONAS (UTP), Seri Iskandar 32610, Perak, Malaysia)

  • Imtiaz Ahmed Chandio

    (Department of City and Regional Planning, Mehran University of Engineering and Technology, Jamshoro 76062, Sindh, Pakistan
    Department of Civil and Environmental Engineering, University Teknologi PETRONAS (UTP), Seri Iskandar 32610, Perak, Malaysia)

  • Madzlan Napiah

    (Department of Civil and Environmental Engineering, University Teknologi PETRONAS (UTP), Seri Iskandar 32610, Perak, Malaysia)

  • Hasan Tayyeb

    (Department of Civil Engineering, Umm Al Qura University, Makkah 21421, Saudi Arabia)

Abstract

Currently, congestion in Karachi’s central business district (CBD) is the result of people driving their cars to work. Consequently, a park and ride (P&R) service has proved successful in decreasing traffic congestion and the difficulty of finding parking spaces from urban centers. The travelers cannot be convinced to shift towards the P&R service without an understanding of their travel behavior. Therefore, a travel behavior survey needs to be conducted to reduce the imbalance between public and private transport. Hence, mode choice models were developed to determine the factors that influence single-occupant vehicle (SOV) travelers’ decision to adopt the P&R service. Data were collected by an adapted self-administered questionnaire. Mode choice models were developed through logistic regression modeling by using the Statistical Package for the Social Sciences version 22. The findings concluded that more than 70%, specifically motorbike users, to avoid mental stress, and to protect the environment are willing to adopt the P&R service. Moreover, to validate the mode choice models, logit model training and a testing approach were used. In conclusion, by overcoming these influencing factors and balancing push and pull measures of travel demand management (TDM), SOV users can be encouraged to shift towards P&R services. Thus, research outcomes can support policymakers in implementing sustainable modes of public transportation.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:10:p:5638-:d:556843
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    References listed on IDEAS

    as
    1. Nuzhat Ahmad, 1995. "Choice of Mode for the Worktrip in a Third World City: Karachi," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 34(2), pages 149-164.
    2. De Vos, Jonas & Derudder, Ben & Van Acker, Veronique & Witlox, Frank, 2012. "Reducing car use: changing attitudes or relocating? The influence of residential dissonance on travel behavior," Journal of Transport Geography, Elsevier, vol. 22(C), pages 1-9.
    3. Chen, Ching-Fu & Lai, Wen-Tai, 2011. "The effects of rational and habitual factors on mode choice behaviors in a motorcycle-dependent region: Evidence from Taiwan," Transport Policy, Elsevier, vol. 18(5), pages 711-718, September.
    4. 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.
    5. Van Malderen, Laurent & Jourquin, Bart & Thomas, Isabelle & Vanoutrive, Thomas & Verhetsel, Ann & Witlox, Frank, 2012. "On the mobility policies of companies: What are the good practices? The Belgian case," Transport Policy, Elsevier, vol. 21(C), pages 10-19.
    6. van Exel, N. Job A. & Rietveld, Piet, 2001. "Public transport strikes and traveller behaviour," Transport Policy, Elsevier, vol. 8(4), pages 237-246, October.
    7. Liu, Gang, 2007. "A behavioral model of work-trip mode choice in Shanghai," China Economic Review, Elsevier, vol. 18(4), pages 456-476.
    8. Risa Hole, Arne, 2004. "Forecasting the demand for an employee Park and Ride service using commuters' stated choices," Transport Policy, Elsevier, vol. 11(4), pages 355-362, October.
    9. Ettema, Dick & Friman, Margareta & Gärling, Tommy & Olsson, Lars E. & Fujii, Satoshi, 2012. "How in-vehicle activities affect work commuters’ satisfaction with public transport," Journal of Transport Geography, Elsevier, vol. 24(C), pages 215-222.
    10. Ilona D M Bos & Rob E C M Van der Heijden & Eric J E Molin & Harry J P Timmermans, 2004. "The Choice of Park and Ride Facilities: An Analysis Using a Context-Dependent Hierarchical Choice Experiment," Environment and Planning A, , vol. 36(9), pages 1673-1686, September.
    11. 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.
    12. Thorpe, Neil & Hills, Peter & Jaensirisak, Sittha, 2000. "Public attitudes to TDM measures: a comparative study," Transport Policy, Elsevier, vol. 7(4), pages 243-257, October.
    13. 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.
    14. 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.
    15. Elias, Wafa & Albert, Gila & Shiftan, Yoram, 2013. "Travel behavior in the face of surface transportation terror threats," Transport Policy, Elsevier, vol. 28(C), pages 114-122.
    16. Maria Kamargianni & Moshe Ben-Akiva & Amalia Polydoropoulou, 2014. "Incorporating social interaction into hybrid choice models," Transportation, Springer, vol. 41(6), pages 1263-1285, November.
    17. 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.
    18. 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.
    19. Anable, Jillian, 2005. "'Complacent Car Addicts' or 'Aspiring Environmentalists'? Identifying travel behaviour segments using attitude theory," Transport Policy, Elsevier, vol. 12(1), pages 65-78, January.
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    Cited by:

    1. Rabia Soomro & Irfan Ahmed Memon & Agha Faisal Habib Pathan & Waqas Ahmed Mahar & Noman Sahito & Zulfiqar Ali Lashari, 2022. "Factors That Influence Travelers’ Willingness to Adopt Bus Rapid Transit (Green Line) Service in Karachi," Sustainability, MDPI, vol. 14(16), pages 1-35, August.
    2. 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.
    3. Ahmad H. Alomari & Taisir S. Khedaywi & Asalah A. Jadah & Abdel Rahman O. Marian, 2022. "Evaluation of Public Transport among University Commuters in Rural Areas," Sustainability, MDPI, vol. 15(1), pages 1-32, December.
    4. 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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