IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v14y2021i1p203-d473917.html
   My bibliography  Save this article

The Analysis of the Factors Determining the Choice of Park and Ride Facility Using a Multinomial Logit Model

Author

Listed:
  • Elżbieta Macioszek

    (Department of Transport Systems and Traffic Engineering, Faculty of Transport and Aviation Engineering, Silesian University of Technology, Krasińskiego 8 Street, 40-019 Katowice, Poland)

  • Agata Kurek

    (Department of Transport Systems and Traffic Engineering, Faculty of Transport and Aviation Engineering, Silesian University of Technology, Krasińskiego 8 Street, 40-019 Katowice, Poland)

Abstract

The basic function of the Park and Ride (P&R) facility is to allow users to leave their vehicle on the outskirts of the city and to continue their journey to the city center using means of public transport, e.g., bus, tram, trolleybus, subway, train, or bike. In the first part of the paper, an analysis of the selected factors related to the functioning of P&R facilities in Warsaw (Poland) was performed. The main purpose of this paper was to identify and quantify the influence factors determining the choice of P&R facility during a journey. This analysis was performed for three hypothetical journey scenarios. A list of potential factors determining the choice of P&R facility during travel was compiled after conducting previous research in this area and studying the worldwide scientific literature on the subject. The structural parameters of the multinomial logit model were estimated based on the data from the survey conducted in Warsaw. The results of the analyses indicate that the decision to choose a hypothetical journey scenario depends on many factors, but primarily on the level of education, the number of years of having a driving license, age, the number of kilometers traveled during the year, and the performed activity.

Suggested Citation

  • Elżbieta Macioszek & Agata Kurek, 2021. "The Analysis of the Factors Determining the Choice of Park and Ride Facility Using a Multinomial Logit Model," Energies, MDPI, vol. 14(1), pages 1-33, January.
    • Handle: RePEc:gam:jeners:v:14:y:2021:i:1:p:203-:d:473917
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/14/1/203/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/14/1/203/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Xinyuan Chen & Zhiyuan Liu & Graham Currie, 2016. "Optimizing location and capacity of rail-based Park-and-Ride sites to increase public transport usage," Transportation Planning and Technology, Taylor & Francis Journals, vol. 39(5), pages 507-526, July.
    2. Kuby, Michael & Barranda, Anthony & Upchurch, Christopher, 2004. "Factors influencing light-rail station boardings in the United States," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(3), pages 223-247, March.
    3. Lee Cronbach, 1951. "Coefficient alpha and the internal structure of tests," Psychometrika, Springer;The Psychometric Society, vol. 16(3), pages 297-334, September.
    4. Kimpton, Anthony & Pojani, Dorina & Sipe, Neil & Corcoran, Jonathan, 2020. "Parking Behavior: Park ‘n’ Ride (PnR) to encourage multimodalism in Brisbane," Land Use Policy, Elsevier, vol. 91(C).
    5. Clayton, William & Ben-Elia, Eran & Parkhurst, Graham & Ricci, Miriam, 2014. "Where to park? A behavioural comparison of bus Park and Ride and city centre car park usage in Bath, UK," Journal of Transport Geography, Elsevier, vol. 36(C), pages 124-133.
    6. Amir Khakbaz & Ali Nookabadi & S. Shetab-bushehri, 2013. "A Model for Locating Park-and-Ride Facilities on Urban Networks Based on Maximizing Flow Capture: A Case Study of Isfahan, Iran," Networks and Spatial Economics, Springer, vol. 13(1), pages 43-66, March.
    7. Elżbieta Macioszek & Agata Kurek, 2020. "The Use of a Park and Ride System—A Case Study Based on the City of Cracow (Poland)," Energies, MDPI, vol. 13(13), pages 1-26, July.
    8. Elżbieta Macioszek & Paulina Świerk & Agata Kurek, 2020. "The Bike-Sharing System as an Element of Enhancing Sustainable Mobility—A Case Study based on a City in Poland," Sustainability, MDPI, vol. 12(8), pages 1-29, April.
    9. Yusuke Kono & Kenetsu Uchida & Katia Andrade, 2014. "Economical welfare maximisation analysis: assessing the use of existing Park-and-Ride services," Transportation, Springer, vol. 41(4), pages 839-854, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Antonio A. Barreda-Luna & Juvenal Rodríguez-Reséndiz & Omar Rodríguez-Abreo & José Manuel Álvarez-Alvarado, 2022. "Spatial Models and Neural Network for Identifying Sustainable Transportation Projects with Study Case in Querétaro, an Intermediate Mexican City," Sustainability, MDPI, vol. 14(13), pages 1-16, June.
    2. Carola Leone & Laura Sturaro & Giacomo Geroli & Michela Longo & Wahiba Yaici, 2021. "Design and Implementation of an Electric Skibus Line in North Italy," Energies, MDPI, vol. 14(23), pages 1-22, November.
    3. Mariusz Korzeń & Maciej Kruszyna, 2023. "Modified Ant Colony Optimization as a Means for Evaluating the Variants of the City Railway Underground Section," IJERPH, MDPI, vol. 20(6), pages 1-15, March.
    4. Qigang Zhu & Yifan Liu & Ming Liu & Shuaishuai Zhang & Guangyang Chen & Hao Meng, 2021. "Intelligent Planning and Research on Urban Traffic Congestion," Future Internet, MDPI, vol. 13(11), pages 1-17, November.
    5. Maria Cieśla & Elżbieta Macioszek, 2022. "The Perspective Projects Promoting Sustainable Mobility by Active Travel to School on the Example of the Southern Poland Region," Sustainability, MDPI, vol. 14(16), pages 1-18, August.
    6. Panyu Tang & Mahdi Aghaabbasi & Mujahid Ali & Amin Jan & Abdeliazim Mustafa Mohamed & Abdullah Mohamed, 2022. "How Sustainable Is People’s Travel to Reach Public Transit Stations to Go to Work? A Machine Learning Approach to Reveal Complex Relationships," Sustainability, MDPI, vol. 14(7), pages 1-18, March.
    7. Carolina Busco & Felipe González & Nelson Lillo, 2022. "Safety, Gender, and the Public Transport System in Santiago, Chile," Sustainability, MDPI, vol. 14(24), pages 1-15, December.
    8. Jan-jaap Moerman & Seppe van Heusden & Brigitte Matheussen & Alberto Martinetti, 2022. "Encouraging a Modal Shift to Passenger Railway Transportation: A Case Study in Adaptable Rolling Stock Interior Design," Sustainability, MDPI, vol. 14(15), pages 1-17, August.
    9. Margarita Bagamanova & Miguel Mujica Mota & Vittorio Di Vito, 2022. "Exploring the Efficiency of Future Multimodal Networks: A Door-to-Door Case in Europe," Sustainability, MDPI, vol. 14(20), pages 1-20, October.
    10. Jian Wang & Yuzhou Deng & Sonia Kumari & Zhihui Song, 2023. "Research on the Spatial Spillover Effect of Transportation Infrastructure on Urban Resilience in Three Major Urban Agglomerations in China," Sustainability, MDPI, vol. 15(6), pages 1-21, March.
    11. Maciej Kruszyna & Jacek Makuch, 2023. "Mobility Nodes as an Extension of the Idea of Transfer Nodes—Solutions for Smaller Rail Stations with an Example from Poland," Sustainability, MDPI, vol. 15(3), pages 1-15, January.
    12. Maciej Kozłowski & Andrzej Czerepicki & Piotr Jaskowski & Kamil Aniszewski, 2021. "Analysis of the System of Controlling Paid Parking Zones," Sustainability, MDPI, vol. 13(8), pages 1-12, April.
    13. Nazam Ali & Shoichiro Nakayama & Hiromichi Yamaguchi, 2021. "Analysis of Bus Fare Structure to Observe Modal Shift, Operator Profit, and Land-Use Choices through Combined Unified Transport Model," Sustainability, MDPI, vol. 14(1), pages 1-17, December.
    14. Ali Qazimirsaeed & Hanie Khosravi & Mojtaba Rafieian & Hamid Mirzahossein & Carmen Forciniti, 2022. "Walkability Policies in Developing Countries: What Do People Need and Prefer in Iran?," Sustainability, MDPI, vol. 14(17), pages 1-17, August.
    15. Shiqian Ji & Jiaming Zhong & Zhaocheng He, 2022. "A Bus Subsidy Scheme Design Model Considering Competition between Bus Companies," Sustainability, MDPI, vol. 14(7), pages 1-19, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Elżbieta Macioszek & Agata Kurek, 2020. "The Use of a Park and Ride System—A Case Study Based on the City of Cracow (Poland)," Energies, MDPI, vol. 13(13), pages 1-26, July.
    2. Yongliang Deng & Haolun Guo & Miaomiao Meng & Ying Zhang & Shuangshuang Pei, 2020. "Exploring the Effects of Safety Climate on Worker’s Safety Behavior in Subway Operation," Sustainability, MDPI, vol. 12(20), pages 1-23, October.
    3. Oliwia Pietrzak & Krystian Pietrzak, 2021. "The Economic Effects of Electromobility in Sustainable Urban Public Transport," Energies, MDPI, vol. 14(4), pages 1-28, February.
    4. Xinyuan Chen & Ruyang Yin & Qinhe An & Yuan Zhang, 2021. "Modeling a Distance-Based Preferential Fare Scheme for Park-and-Ride Services in a Multimodal Transport Network," Sustainability, MDPI, vol. 13(5), pages 1-14, March.
    5. Ahmad Nazrul Hakimi Ibrahim & Muhamad Nazri Borhan & Riza Atiq O.K. Rahmat, 2020. "Understanding Users’ Intention to Use Park-and-Ride Facilities in Malaysia: The Role of Trust as a Novel Construct in the Theory of Planned Behaviour," Sustainability, MDPI, vol. 12(6), pages 1-14, March.
    6. Jiawei Gui & Qunqi Wu, 2020. "Multiple Utility Analyses for Sustainable Public Transport Planning and Management: Evidence from GPS-Equipped Taxi Data in Haikou," Sustainability, MDPI, vol. 12(19), pages 1-46, September.
    7. Francisco Liébana-Cabanillas & Nidhi Singh & Zoran Kalinic & Elena Carvajal-Trujillo, 2021. "Examining the determinants of continuance intention to use and the moderating effect of the gender and age of users of NFC mobile payments: a multi-analytical approach," Information Technology and Management, Springer, vol. 22(2), pages 133-161, June.
    8. Yoon, Junghyun & Lee, Hee Yong & Dinwoodie, John, 2015. "Competitiveness of container terminal operating companies in South Korea and the industry–university–government network," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 1-14.
    9. Md. Mominur Rahman & Bilkis Akhter, 2021. "The impact of investment in human capital on bank performance: evidence from Bangladesh," Future Business Journal, Springer, vol. 7(1), pages 1-13, December.
    10. Usunier, Jean-Claude, 1998. "Oral pleasure and expatriate satisfaction: an empirical approach," International Business Review, Elsevier, vol. 7(1), pages 89-110, February.
    11. Abdul Kadar Muhammad Masum & Md Abul Kalam Azad & Loo-See Beh, 2015. "Determinants of Academics' Job Satisfaction: Empirical Evidence from Private Universities in Bangladesh," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-15, February.
    12. Amolo Elvis Juma Amolo & Charles Mallans Rambo & Charles Misiko Wafula, 2024. "Hedging Derivatives and Performance of Renewable Energy Projects in Kenya," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 11(8), pages 619-630, August.
    13. Sharma, Vivek & Bhat, Dada Ab Rouf, 2020. "An empirical study exploring the relationship among human capital innovation, service innovation, competitive advantage and employee productivity in hospitality services," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 9(2), pages 1-14..
    14. Deepak, 2016. "Antecedent Value of Professional Commitment and Job Involvement in Determining Job Satisfaction," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 41(2), pages 154-164, May.
    15. Abernethy, Margaret A. & Vagnoni, Emidia, 2004. "Power, organization design and managerial behaviour," Accounting, Organizations and Society, Elsevier, vol. 29(3-4), pages 207-225.
    16. Marianela Denegri & María Baeza & Natalia Salinas-Oñate & Verónica Peñaloza & Horacio Miranda & Ligia Orellana, 2014. "Materialism in Pedagogy Students in Chile," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(2), pages 505-521, June.
    17. Terason Sid, 2021. "Predicting Sports Facility Revisit Intentions Based on Experience and Mediating Effects of Perceived Value," Polish Journal of Sport and Tourism, Sciendo, vol. 28(3), pages 35-41, September.
    18. Amy Roberts & Gregory S. Ching, 2021. "The Ebb and Flow of Study Abroad: A Comparative Analysis of PRC and International Students in Taiwan," Sustainability, MDPI, vol. 13(11), pages 1-18, May.
    19. Tomislav Letnik & Katja Hanžič & Giuseppe Luppino & Matej Mencinger, 2022. "Impact of Logistics Trends on Freight Transport Development in Urban Areas," Sustainability, MDPI, vol. 14(24), pages 1-18, December.
    20. Zhihui Wang & Liangzhen Nie & Eila Jeronen & Lihua Xu & Meiai Chen, 2023. "Understanding the Environmentally Sustainable Behavior of Chinese University Students as Tourists: An Integrative Framework," IJERPH, MDPI, vol. 20(4), pages 1-17, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:14:y:2021:i:1:p:203-:d:473917. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.