IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i5p2740-d509889.html
   My bibliography  Save this article

An Integrated Approach of Multi-Criteria Decision-Making and Grey Theory for Evaluating Urban Public Transportation Systems

Author

Listed:
  • Ahmad Alkharabsheh

    (Department of Transport Technology and Economics, Budapest University of Technology and Economics, Stoczek u. 2, H-1111 Budapest, Hungary)

  • Sarbast Moslem

    (Department of Transport Technology and Economics, Budapest University of Technology and Economics, Stoczek u. 2, H-1111 Budapest, Hungary)

  • Laila Oubahman

    (Department of Transport Technology and Economics, Budapest University of Technology and Economics, Stoczek u. 2, H-1111 Budapest, Hungary)

  • Szabolcs Duleba

    (Department of Transport Technology and Economics, Budapest University of Technology and Economics, Stoczek u. 2, H-1111 Budapest, Hungary)

Abstract

Improving the local urban transport system’s quality is often seen as one of the critical points for the government and the local operator. An amelioration of the system can improve users’ satisfaction and attract new users while simultaneously decreasing traffic congestion and pollution. Efficient methodologies are required to achieve sustainable development regarding complex issues associated with traffic congestion and pollution. In this study, we propose using the analytic hierarchy process (AHP) grey values to overcome the limitations of the uncertainty in the classical AHP approach. The presented grey-AHP model assumes an efficient contrivance to facilitate the public transport system’s supply quality evaluation, especially when respondents are non-experts. Finally, we estimate and rank the public transport system’s supply quality criteria by adopting the proposed model for a real-world case study (Amman city, Jordan). The study’s outcome shows the effectiveness and the applicability of the developed approach for enhancing the quality of the public transport system.

Suggested Citation

  • Ahmad Alkharabsheh & Sarbast Moslem & Laila Oubahman & Szabolcs Duleba, 2021. "An Integrated Approach of Multi-Criteria Decision-Making and Grey Theory for Evaluating Urban Public Transportation Systems," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:5:p:2740-:d:509889
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/5/2740/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/5/2740/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Danish Farooq & Sarbast Moslem & Szabolcs Duleba, 2019. "Evaluation of Driver Behavior Criteria for Evolution of Sustainable Traffic Safety," Sustainability, MDPI, vol. 11(11), pages 1-15, June.
    2. Omid Ghorbanzadeh & Sarbast Moslem & Thomas Blaschke & Szabolcs Duleba, 2018. "Sustainable Urban Transport Planning Considering Different Stakeholder Groups by an Interval-AHP Decision Support Model," Sustainability, MDPI, vol. 11(1), pages 1-18, December.
    3. Szabolcs Duleba & Sarbast Moslem, 2018. "Sustainable Urban Transport Development with Stakeholder Participation, an AHP-Kendall Model: A Case Study for Mersin," Sustainability, MDPI, vol. 10(10), pages 1-14, October.
    4. Yakup Çelikbilek, 2018. "Using an Integrated Grey AHP-MOORA Approach for Personnel Selection: An Application on Manager Selection in the Health Industry," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 6(1), pages 69-82, March.
    5. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    6. Hine, J. & Scott, J., 2000. "Seamless, accessible travel: users' views of the public transport journey and interchange," Transport Policy, Elsevier, vol. 7(3), pages 217-226, July.
    7. Jagienka Rześny-Cieplińska & Agnieszka Szmelter-Jarosz, 2019. "Assessment of the Crowd Logistics Solutions—The Stakeholders’ Analysis Approach," Sustainability, MDPI, vol. 11(19), pages 1-26, September.
    8. Borkowski, Przemysław & Jażdżewska-Gutta, Magdalena & Szmelter-Jarosz, Agnieszka, 2021. "Lockdowned: Everyday mobility changes in response to COVID-19," Journal of Transport Geography, Elsevier, vol. 90(C).
    9. Keun-Sik Park & Young-Joon Seo & A-Rom Kim & Min-Ho Ha, 2018. "Ship Acquisition of Shipping Companies by Sale & Purchase Activities for Sustainable Growth: Exploratory Fuzzy-AHP Application," Sustainability, MDPI, vol. 10(6), pages 1-13, May.
    10. Redman, Lauren & Friman, Margareta & Gärling, Tommy & Hartig, Terry, 2013. "Quality attributes of public transport that attract car users: A research review," Transport Policy, Elsevier, vol. 25(C), pages 119-127.
    11. Sarbast Moslem & Omid Ghorbanzadeh & Thomas Blaschke & Szabolcs Duleba, 2019. "Analysing Stakeholder Consensus for a Sustainable Transport Development Decision by the Fuzzy AHP and Interval AHP," Sustainability, MDPI, vol. 11(12), pages 1-22, June.
    12. Mokonyama, Mathetha & Venter, Christoffel, 2013. "Incorporation of customer satisfaction in public transport contracts – A preliminary analysis," Research in Transportation Economics, Elsevier, vol. 39(1), pages 58-66.
    13. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    14. Sarbast Moslem & Tiziana Campisi & Agnieszka Szmelter-Jarosz & Szabolcs Duleba & Kh Md Nahiduzzaman & Giovanni Tesoriere, 2020. "Best–Worst Method for Modelling Mobility Choice after COVID-19: Evidence from Italy," Sustainability, MDPI, vol. 12(17), pages 1-19, August.
    15. Lai, Wen-Tai & Chen, Ching-Fu, 2011. "Behavioral intentions of public transit passengers--The roles of service quality, perceived value, satisfaction and involvement," Transport Policy, Elsevier, vol. 18(2), pages 318-325, March.
    16. Jagienka Rześny-Cieplińska & Agnieszka Szmelter-Jarosz, 2020. "Environmental Sustainability in City Logistics Measures," Energies, MDPI, vol. 13(6), pages 1-29, March.
    17. Julie Paquette & François Bellavance & Jean-François Cordeau & Gilbert Laporte, 2012. "Measuring quality of service in dial-a-ride operations: the case of a Canadian city," Transportation, Springer, vol. 39(3), pages 539-564, May.
    18. Muhammad Riaz & Wojciech Sałabun & Hafiz Muhammad Athar Farid & Nawazish Ali & Jarosław Wątróbski, 2020. "A Robust q-Rung Orthopair Fuzzy Information Aggregation Using Einstein Operations with Application to Sustainable Energy Planning Decision Management," Energies, MDPI, vol. 13(9), pages 1-39, May.
    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. Roman Roaljdovich Sidorchuk & Anastasia Vladimirovna Lukina & Sergey Vladimirovich Mkhitaryan & Irina Ivanovna Skorobogatykh & Anastasia Alexeevna Stukalova, 2021. "Local Resident Attitudes to the Sustainable Development of Urban Public Transport System," Sustainability, MDPI, vol. 13(22), pages 1-25, November.
    2. Szabolcs Duleba & Ahmad Alkharabsheh & Fatma Kutlu Gündoğdu, 2022. "Creating a common priority vector in intuitionistic fuzzy AHP: a comparison of entropy-based and distance-based models," Annals of Operations Research, Springer, vol. 318(1), pages 163-187, November.
    3. Phu Pham, Cuong & Thanh Phan, Phuong & Nguyen, Phong Thanh, 2022. "Application of Grey System Theory in Construction Management," MPRA Paper 116788, University Library of Munich, Germany, revised Jul 2022.
    4. 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.
    5. Mohammed Obaid & Arpad Torok & Jairo Ortega, 2021. "A Comprehensive Emissions Model Combining Autonomous Vehicles with Park and Ride and Electric Vehicle Transportation Policies," Sustainability, MDPI, vol. 13(9), pages 1-15, April.
    6. Ignacio J. Navarro & José V. Martí & Víctor Yepes, 2022. "Analytic Network Process-Based Sustainability Life Cycle Assessment of Concrete Bridges in Coastal Regions," Sustainability, MDPI, vol. 14(17), pages 1-16, August.
    7. Erick Yohanes Kalengkongan & Wilson Bogar & Fitri H. Mamonto, 2022. "The Quality of Vehicles' Public Service Testing in The Tomohon Transportation Department," Technium Social Sciences Journal, Technium Science, vol. 32(1), pages 62-75, June.
    8. repec:thr:techub:10032:y:2022:i:1:p:62-75 is not listed on IDEAS
    9. Jinhui Chen & Izhar Mithal Jiskani & Aiguo Lin & Chaocheng Zhao & Peixing Jing & Fengjie Liu & Mingyin Lu, 2023. "A hybrid decision model and case study for comprehensive evaluation of green mine construction level," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 3823-3842, April.
    10. Pham Ngoc Toan & Thanh-Tuan Dang & Le Thi Thu Hong, 2022. "Evaluating Video Conferencing Software for Remote Working Using Two-Stage Grey MCDM: A Case Study from Vietnam," Mathematics, MDPI, vol. 10(6), pages 1-22, March.
    11. Joanna Jaroszewicz & Anna Majewska, 2021. "Group Spatial Preferences of Residential Locations—Simplified Method Based on Crowdsourced Spatial Data and MCDA," Sustainability, MDPI, vol. 13(9), pages 1-24, 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. Sarbast Moslem & Tiziana Campisi & Agnieszka Szmelter-Jarosz & Szabolcs Duleba & Kh Md Nahiduzzaman & Giovanni Tesoriere, 2020. "Best–Worst Method for Modelling Mobility Choice after COVID-19: Evidence from Italy," Sustainability, MDPI, vol. 12(17), pages 1-19, August.
    2. de Oña, Juan & Estévez, Esperanza & de Oña, Rocío, 2021. "How does private vehicle users perceive the public transport service quality in large metropolitan areas? A European comparison," Transport Policy, Elsevier, vol. 112(C), pages 173-188.
    3. Juan de Oña, 2022. "Service quality, satisfaction and behavioral intentions towards public transport from the point of view of private vehicle users," Transportation, Springer, vol. 49(1), pages 237-269, February.
    4. Juan Oña & Rocío Oña, 2023. "Is it possible to attract private vehicle users towards public transport? Understanding the key role of service quality, satisfaction and involvement on behavioral intentions," Transportation, Springer, vol. 50(3), pages 1073-1101, June.
    5. Rubén Cordera & Soledad Nogués & Esther González-González & Luigi dell’Olio, 2019. "Intra-Urban Spatial Disparities in User Satisfaction with Public Transport Services," Sustainability, MDPI, vol. 11(20), pages 1-22, October.
    6. Hadi Jahanshahi & Zahra Alijani & Sanda Florentina Mihalache, 2023. "Towards Sustainable Transportation: A Review of Fuzzy Decision Systems and Supply Chain Serviceability," Mathematics, MDPI, vol. 11(8), pages 1-19, April.
    7. V. Srinivasan & G. Shainesh & Anand K. Sharma, 2015. "An approach to prioritize customer-based, cost-effective service enhancements," The Service Industries Journal, Taylor & Francis Journals, vol. 35(14), pages 747-762, October.
    8. Kik, M.C. & Claassen, G.D.H. & Meuwissen, M.P.M. & Smit, A.B. & Saatkamp, H.W., 2021. "Actor analysis for sustainable soil management – A case study from the Netherlands," Land Use Policy, Elsevier, vol. 107(C).
    9. Choudhary, Devendra & Shankar, Ravi, 2012. "An STEEP-fuzzy AHP-TOPSIS framework for evaluation and selection of thermal power plant location: A case study from India," Energy, Elsevier, vol. 42(1), pages 510-521.
    10. Collins Opoku Antwi & Jun Ren & Wenyu Zhang & Wilberforce Owusu-Ansah & Michael Osei Aboagye & Emmanuel Affum-Osei & Richard Adu Agyapong, 2022. "“I Am Here to Fly, but Better Get the Environment Right!” Passenger Response to Airport Servicescape," Sustainability, MDPI, vol. 14(16), pages 1-24, August.
    11. Madjid Tavana & Mariya Sodenkamp & Leena Suhl, 2010. "A soft multi-criteria decision analysis model with application to the European Union enlargement," Annals of Operations Research, Springer, vol. 181(1), pages 393-421, December.
    12. Alpana Agarwal & Divina Raghav, 2023. "Analysing Determinants of Employee Performance Based on Reverse Mentoring and Employer Branding Using Analytic Hierarchical Process," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 48(3), pages 343-358, August.
    13. Laila Oubahman & Szabolcs Duleba, 2022. "A Comparative Analysis of Homogenous Groups’ Preferences by Using AIP and AIJ Group AHP-PROMETHEE Model," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
    14. Wenshuai Wu & Gang Kou, 2016. "A group consensus model for evaluating real estate investment alternatives," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-10, December.
    15. Andre Bender & Allan Din & Philippe Favarger & Martin Hoesli & Janne Laakso, 1997. "An Analysis of Perceptions Concerning the Environmental Quality of Housing in Geneva," Urban Studies, Urban Studies Journal Limited, vol. 34(3), pages 503-513, March.
    16. Ardvin Kester S. Ong & Yogi Tri Prasetyo & Andrei Estefanio & Ayen Sienna Tan & Jedrek Charles Videña & Renz Albert Villanueva & Thanatorn Chuenyindee & Kriengkrai Thana & Satria Fadil Persada & Reny , 2023. "Determining Factors Affecting Passenger Satisfaction of “Jeepney” in the Philippine Urban Areas: The Role of Service Quality in Sustainable Urban Transportation System," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    17. Fabio Blanco-Mesa & Anna M. Gil-Lafuente & José M. Merigó, 2018. "Subjective stakeholder dynamics relationships treatment: a methodological approach using fuzzy decision-making," Computational and Mathematical Organization Theory, Springer, vol. 24(4), pages 441-472, December.
    18. Papadima, Georgia & Genitsaris, Evangelos & Karagiotas, Ioannis & Naniopoulos, Aristotelis & Nalmpantis, Dimitrios, 2020. "Investigation of acceptance of driverless buses in the city of Trikala and optimization of the service using Conjoint Analysis," Utilities Policy, Elsevier, vol. 62(C).
    19. Ingvardson, Jesper Bláfoss & Nielsen, Otto Anker, 2019. "The relationship between norms, satisfaction and public transport use: A comparison across six European cities using structural equation modelling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 126(C), pages 37-57.
    20. Prabhat Kumar & Puneet Tandon, 2019. "A paradigm for customer-driven product design approach using extended axiomatic design," Journal of Intelligent Manufacturing, Springer, vol. 30(2), pages 589-603, 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:jsusta:v:13:y:2021:i:5:p:2740-:d:509889. 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.