IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v62y2016i4p1165-1187.html
   My bibliography  Save this article

Design and Control of Public-Service Contracts and an Application to Public Transportation Systems

Author

Listed:
  • Andrea Lodi

    (Dipartimento di Ingegneria dell’Energia Elettrica e dell’Informazione “Guglielmo Marconi”, Università di Bologna, 40126 Bologna, Italy)

  • Enrico Malaguti

    (Dipartimento di Ingegneria dell’Energia Elettrica e dell’Informazione “Guglielmo Marconi”, Università di Bologna, 40126 Bologna, Italy)

  • Nicolás E. Stier-Moses

    (Graduate School of Business, Columbia University, New York, New York 10027; and Business School, Universidad Torcuato Di Tella and CONICET, 1428 Buenos Aires, Argentina)

  • Tommaso Bonino

    (SRM—Reti e Mobilità Srl, 40128 Bologna, Italy)

Abstract

Until the end of the 20th century it was common that cities organized, financed, and managed their own public transportation systems. More recently (in Italy mainly during the last decade), many countries liberalized the service provision of public transportation. Although offering local public transportation is a political and financial duty of governments, the service provision is outsourced to a private operator, while the government retains a control position, given to a regulatory agency. This is a common scheme not only in transportation. In close collaboration with the public transportation agency of the city of Bologna, Italy, we designed a methodology to optimize some aspects of the contractual relationship between that agency and the bus operator. We focus on the fines specified by the contract when the operator fails to comply with the service level it has agreed to provide, and on a procedure to measure that service level. Our approach has the advantage that it aligns the incentives of both parties to the benefit of bus riders. We model the agency–operator relationship as a multistage game and find its equilibrium to establish the best operating regime. The game-theoretical approach provides expressions for the fines that the operator should be charged if it does not satisfy the contracted services, and for the optimal agency’s budget to devote to control activities. Second, to check the compliance of the operator with the schedule specified by the contract in a resource-efficient way, we compute how to position the agency’s employees to verify if buses are running according to the specifications of the contract. This is achieved by counting bus services and by checking other quality indicators. We formulate this NP-hard problem as a mixed integer linear program and propose an algorithm to solve it that is effective in providing itineraries for the controllers working for the agency. This paper was accepted by Dimitris Bertsimas, optimization.

Suggested Citation

  • Andrea Lodi & Enrico Malaguti & Nicolás E. Stier-Moses & Tommaso Bonino, 2016. "Design and Control of Public-Service Contracts and an Application to Public Transportation Systems," Management Science, INFORMS, vol. 62(4), pages 1165-1187, April.
  • Handle: RePEc:inm:ormnsc:v:62:y:2016:i:4:p:1165-1187
    DOI: 10.1287/mnsc.2015.2174
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2015.2174
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2015.2174?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Rogerson, William P, 1985. "The First-Order Approach to Principal-Agent Problems," Econometrica, Econometric Society, vol. 53(6), pages 1357-1367, November.
    2. Luis Ignacio Rizzi, 2014. "Simple Model of Road Infrastructure Financing The Impact of Different Funding Schemes," Journal of Transport Economics and Policy, University of Bath, vol. 48(1), pages 35-51, January.
    3. Hensher, David A. & Stopher, Peter & Bullock, Philip, 2003. "Service quality--developing a service quality index in the provision of commercial bus contracts," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(6), pages 499-517, July.
    4. Sylvain Chassang, 2010. "Building Routines: Learning, Cooperation, and the Dynamics of Incomplete Relational Contracts," American Economic Review, American Economic Association, vol. 100(1), pages 448-465, March.
    5. Hensher, David A. & Stanley, John, 2008. "Transacting under a performance-based contract: The role of negotiation and competitive tendering," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(9), pages 1143-1151, November.
    6. Hansson, Lisa, 2010. "Solving procurement problems in public transport: Examining multi-principal roles in relation to effective control mechanisms," Research in Transportation Economics, Elsevier, vol. 29(1), pages 124-132.
    7. Gerhard Hiermann & Matthias Prandtstetter & Andrea Rendl & Jakob Puchinger & Günther Raidl, 2015. "Metaheuristics for solving a multimodal home-healthcare scheduling problem," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 23(1), pages 89-113, March.
    8. Philippe Gagnepain & Marc Ivaldi, 2002. "Incentive Regulatory Policies: The Case of Public Transit Systems in France," RAND Journal of Economics, The RAND Corporation, vol. 33(4), pages 605-629, Winter.
    9. Green, Edward J & Porter, Robert H, 1984. "Noncooperative Collusion under Imperfect Price Information," Econometrica, Econometric Society, vol. 52(1), pages 87-100, January.
    10. Grossman, Sanford J & Hart, Oliver D, 1983. "An Analysis of the Principal-Agent Problem," Econometrica, Econometric Society, vol. 51(1), pages 7-45, January.
    11. Chung-Lun Li & David Simchi-Levi & Martin Desrochers, 1992. "On the Distance Constrained Vehicle Routing Problem," Operations Research, INFORMS, vol. 40(4), pages 790-799, August.
    12. Matteo Fischetti & Juan José Salazar González & Paolo Toth, 1998. "Solving the Orienteering Problem through Branch-and-Cut," INFORMS Journal on Computing, INFORMS, vol. 10(2), pages 133-148, May.
    13. David Pisinger & Stefan Ropke, 2010. "Large Neighborhood Search," International Series in Operations Research & Management Science, in: Michel Gendreau & Jean-Yves Potvin (ed.), Handbook of Metaheuristics, chapter 0, pages 399-419, Springer.
    14. M. Pilar Socorro & Gines de Rus, 2010. "The effectiveness of the Spanish urban transport contracts in terms of incentives," Applied Economics Letters, Taylor & Francis Journals, vol. 17(9), pages 913-916.
    15. Yared, Pierre, 2010. "A dynamic theory of war and peace," Journal of Economic Theory, Elsevier, vol. 145(5), pages 1921-1950, September.
    16. Paolo Toth & Daniele Vigo, 1997. "Heuristic Algorithms for the Handicapped Persons Transportation Problem," Transportation Science, INFORMS, vol. 31(1), pages 60-71, February.
    17. Matteo Fischetti & Juan José Salazar González & Paolo Toth, 1997. "A Branch-and-Cut Algorithm for the Symmetric Generalized Traveling Salesman Problem," Operations Research, INFORMS, vol. 45(3), pages 378-394, June.
    18. Hensher, David A. & Stanley, John, 2003. "Performance-based quality contracts in bus service provision," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(6), pages 519-538, 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. Algaba, Encarnación & Fragnelli, Vito & Llorca, Natividad & Sánchez-Soriano, Joaquin, 2019. "Horizontal cooperation in a multimodal public transport system: The profit allocation problem," European Journal of Operational Research, Elsevier, vol. 275(2), pages 659-665.
    2. Sheng, Dian & Wang, YiYao & Wang, Hua & Liu, Baoli & Tang, Tianpei, 2024. "Enforcement of the global sulphur cap: Can self-reporting provide a better solution?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 184(C).
    3. Sheng, Dian & Meng, Qiang, 2020. "Public bus service contracting: A critical review and future research opportunities," Research in Transportation Economics, Elsevier, vol. 83(C).
    4. Luo, Qingyu & Bing, Xue & Jia, Hongfei & Song, Jinge, 2022. "An incentive subsidy mechanism for bus lines based on service level," Transport Policy, Elsevier, vol. 126(C), pages 1-13.
    5. Eduard Calvo & Ruomeng Cui & Juan Camilo Serpa, 2019. "Oversight and Efficiency in Public Projects: A Regression Discontinuity Analysis," Management Science, INFORMS, vol. 65(12), pages 5651-5675, December.

    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. Sexton, Richard J., 1991. "Game Theory: A Review With Applications To Vertical Control In Agricultural Markets," Working Papers 225865, University of California, Davis, Department of Agricultural and Resource Economics.
    2. Ling, Shuai & Jia, Ning & Ma, Shoufeng & Lan, Yanfei & Hu, Wandi, 2019. "An incentive mechanism design for bus subsidy based on the route service level," Transportation Research Part A: Policy and Practice, Elsevier, vol. 119(C), pages 271-283.
    3. Huang, Di & Liu, Zhiyuan & Liu, Pan & Chen, Jun, 2016. "Optimal transit fare and service frequency of a nonlinear origin-destination based fare structure," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 96(C), pages 1-19.
    4. Dilip Abreu & David G. Pearce & Ennio Stacchetti, 1986. "Toward a Theory of Discounted Repeated Games with Imperfect Monitoring," Cowles Foundation Discussion Papers 791, Cowles Foundation for Research in Economics, Yale University.
    5. Jan U. Becker & Sönke Albers, 2016. "The limits of analyzing service quality data in public transport," Transportation, Springer, vol. 43(5), pages 823-842, September.
    6. González-Díaz, Manuel & Montoro-Sánchez, Ángeles, 2011. "Some lessons from incentive theory: Promoting quality in bus transport," Transport Policy, Elsevier, vol. 18(2), pages 299-306, March.
    7. Ohad Kadan & Philip J. Reny & Jeroen M. Swinkels, 2017. "Existence of Optimal Mechanisms in Principal‐Agent Problems," Econometrica, Econometric Society, vol. 85, pages 769-823, May.
    8. Martin Byford, 2003. "Moral Hazard From Costless Hidden Actions," Working Papers 2003.03, School of Economics, La Trobe University.
    9. Lee, Hangsuck & Ha, Hongjun & Lee, Minha, 2024. "A sharing rule for multi-period interest-sensitive insurance contracts," The North American Journal of Economics and Finance, Elsevier, vol. 71(C).
    10. Matthias Lang, 2023. "Stochastic contracts and subjective evaluations," RAND Journal of Economics, RAND Corporation, vol. 54(1), pages 104-134, March.
    11. Nahum D. Melumad, 1989. "Asymmetric information and the termination of contracts in agencies," Contemporary Accounting Research, John Wiley & Sons, vol. 5(2), pages 733-753, March.
    12. Ghossoub, Mario, 2010. "Supplement to "Belief heterogeneity in the Arrow-Borch-Raviv insurance model"," MPRA Paper 37717, University Library of Munich, Germany, revised 22 Mar 2012.
    13. Hugo Hopenhayn & Arantxa Jarque, 2010. "Unobservable Persistent Productivity and Long Term Contracts," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(2), pages 333-349, April.
    14. C. Choe & I. Fraser, 1998. "A Note on Imperfect Monitoring of Agri‐Environmental Policy," Journal of Agricultural Economics, Wiley Blackwell, vol. 49(2), pages 250-258, June.
    15. Chade, Hector & Swinkels, Jeroen, 2020. "The moral hazard problem with high stakes," Journal of Economic Theory, Elsevier, vol. 187(C).
    16. Epstein, Bryan & Givoni, Moshe, 2016. "Analyzing the gap between the QOS demanded by PT users and QOS supplied by service operators," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 622-637.
    17. Timo Hintsch, 2019. "Large Multiple Neighborhood Search for the Soft-Clustered Vehicle-Routing Problem," Working Papers 1904, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    18. Athreya, Kartik B., 2014. "Big Ideas in Macroeconomics: A Nontechnical View," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262019736, April.
    19. Carlier, G. & Dana, R.-A., 2005. "Existence and monotonicity of solutions to moral hazard problems," Journal of Mathematical Economics, Elsevier, vol. 41(7), pages 826-843, November.
    20. Kyota Eguchi, 2017. "Guilty Conscience And Incentives With Performance Assessment Errors," Economic Inquiry, Western Economic Association International, vol. 55(1), pages 434-450, January.

    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:inm:ormnsc:v:62:y:2016:i:4:p:1165-1187. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.