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Persistence and dynamics in the efficiency of toll motorways: The Spanish case

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  • Baños-Pino, José F.
  • Boto-García, David
  • Zapico, Emma

Abstract

This study performs an empirical analysis of the technical efficiency of toll motorway concessionaire companies in Spain. We estimate a dynamic stochastic frontier model using an input-oriented distance function for 30 concessionaires during the 2003-2015 period. Considering a multi-output production technology with light and heavy vehicles, we estimate an autoregressive dynamic specification under a Bayesian framework that acknowledges persistence in firm efficiency due to adjustment costs. Our results reveal: i) large persistence in technical inefficiency in the toll motorway sector, ii) technical change from 2006 onwards, and iii) increasing returns to scale. We derive both short- and long-run inefficiency estimates and document that long-run inefficiency increases with the number of stretches a firm manages; however, inefficiency is unrelated to the political authority that grants the concession. We also find that the marginal cost of light vehicles per kilometre is about half the one for heavy vehicles.

Suggested Citation

  • Baños-Pino, José F. & Boto-García, David & Zapico, Emma, 2021. "Persistence and dynamics in the efficiency of toll motorways: The Spanish case," Efficiency Series Papers 2021/03, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
  • Handle: RePEc:oeg:wpaper:2021/03
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    1. Albalate, Daniel & Bel, Germà, 2009. "Regulating concessions of toll motorways: An empirical study on fixed vs. variable term contracts," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(2), pages 219-229, February.
    2. Albalate, Daniel & Rosell, Jordi, 2019. "On the efficiency of toll motorway companies in Spain," Research in Transportation Economics, Elsevier, vol. 76(C).
    3. Skevas, Ioannis & Emvalomatis, Grigorios & Brümmer, Bernhard, 2018. "Productivity growth measurement and decomposition under a dynamic inefficiency specification: The case of German dairy farms," European Journal of Operational Research, Elsevier, vol. 271(1), pages 250-261.
    4. Eduardo Engel & Ronald Fischer & Alexander Galetovic, 2013. "The Basic Public Finance Of Public–Private Partnerships," Journal of the European Economic Association, European Economic Association, vol. 11(1), pages 83-111, February.
    5. Holl, Adelheid, 2011. "Factors influencing the location of new motorways: large scale motorway building in Spain," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1282-1293.
    6. AndrÊ de Palma & Robin Lindsey, 2000. "Private toll roads: Competition under various ownership regimes," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 34(1), pages 13-35.
    7. Trujillo, L. & Tovar, B., 2007. "The European port industry: an analysis of its economic efficiency," Working Papers 07/05, Department of Economics, City University London.
    8. Efthymios G. Tsionas, 2006. "Inference in dynamic stochastic frontier models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(5), pages 669-676, July.
    9. Massimo Filippini & William Greene, 2016. "Persistent and transient productive inefficiency: a maximum simulated likelihood approach," Journal of Productivity Analysis, Springer, vol. 45(2), pages 187-196, April.
    10. Odeck, James & Bråthen, Svein, 2002. "Toll financing in Norway: The success, the failures and perspectives for the future," Transport Policy, Elsevier, vol. 9(3), pages 253-260, July.
    11. Odeck, James, 2008. "How efficient and productive are road toll companies?: Evidence from Norway," Transport Policy, Elsevier, vol. 15(4), pages 232-241, July.
    12. Melo, Patricia C. & Graham, Daniel J. & Brage-Ardao, Ruben, 2013. "The productivity of transport infrastructure investment: A meta-analysis of empirical evidence," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 695-706.
    13. Abhiman Das & Subal C. Kumbhakar, 2016. "Markup and efficiency of Indian banks: an input distance function approach," Empirical Economics, Springer, vol. 51(4), pages 1689-1719, December.
    14. Paul A. Grout, 2003. "Public and Private Sector Discount Rates in Public-Private Partnerships," Economic Journal, Royal Economic Society, vol. 113(486), pages 62-68, March.
    15. Willam Greene, 2005. "Fixed and Random Effects in Stochastic Frontier Models," Journal of Productivity Analysis, Springer, vol. 23(1), pages 7-32, January.
    16. Ubbels, Barry & Verhoef, Erik T., 2008. "Auctioning concessions for private roads," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(1), pages 155-172, January.
    17. Elburz, Zeynep & Nijkamp, Peter & Pels, Eric, 2017. "Public infrastructure and regional growth: Lessons from meta-analysis," Journal of Transport Geography, Elsevier, vol. 58(C), pages 1-8.
    18. Small, Kenneth A & Winston, Clifford, 1988. "Optimal Highway Durability," American Economic Review, American Economic Association, vol. 78(3), pages 560-569, June.
    19. Jorge E. Galán & Michael G. Pollitt, 2014. "Inefficiency persistence and heterogeneity in Colombian electricity distribution utilities," Cambridge Working Papers in Economics 1423, Faculty of Economics, University of Cambridge.
    20. Odeck, James, 2019. "Estimating and predicting the operational costs of road tolls: An econometric assessment using panel data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 466-478.
    21. Kumbhakar, Subal C., 2012. "Specification and estimation of primal production models," European Journal of Operational Research, Elsevier, vol. 217(3), pages 509-518.
    22. Grigorios Emvalomatis & Spiro E. Stefanou & Alfons Oude Lansink, 2010. "A Reduced-Form Model for Dynamic Efficiency Measurement: Application to Dairy Farms in Germany and The Netherlands," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(1), pages 161-174.
    23. Sarmento, Joaquim Miranda & Renneboog, Luc & Verga-Matos, Pedro, 2017. "Measuring highway efficiency : A DEA approach and the Malquist index," Other publications TiSEM 23264815-321e-45a3-83ee-9, Tilburg University, School of Economics and Management.
    24. Eduardo M. R. A. Engel & Ronald D. Fischer & Alexander Galetovic, 2001. "Least-Present-Value-of-Revenue Auctions and Highway Franchising," Journal of Political Economy, University of Chicago Press, vol. 109(5), pages 993-1020, October.
    25. Grigorios Emvalomatis, 2012. "Adjustment and unobserved heterogeneity in dynamic stochastic frontier models," Journal of Productivity Analysis, Springer, vol. 37(1), pages 7-16, February.
    26. Kumbhakar, Subal C., 1990. "Production frontiers, panel data, and time-varying technical inefficiency," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 201-211.
    27. Lu, Zhaoyang & Meng, Qiang, 2018. "Impacts of pavement deterioration and maintenance cost on Pareto-efficient contracts for highway franchising," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 113(C), pages 1-21.
    28. Chang, Víctor & Tovar, Beatriz, 2014. "Drivers explaining the inefficiency of Peruvian and Chilean ports terminals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 67(C), pages 190-203.
    29. Ioannis Skevas & Grigorios Emvalomatis & Bernhard Brümmer, 2018. "Heterogeneity of Long†run Technical Efficiency of German Dairy Farms: A Bayesian Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(1), pages 58-75, February.
    30. Smith, Andrew S.J., 2012. "The application of stochastic frontier panel models in economic regulation: Experience from the European rail sector," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(2), pages 503-515.
    31. Yarmukhamedov, Sherzod & Smith, Andrew S.J. & Thiebaud, Jean-Christophe, 2020. "Competitive tendering, ownership and cost efficiency in road maintenance services in Sweden: A panel data analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 136(C), pages 194-204.
    32. Turró, Mateu & Penyalver, Domingo, 2019. "Hunting white elephants on the road. A practical procedure to detect harmful projects of transport infrastructure," Research in Transportation Economics, Elsevier, vol. 75(C), pages 3-20.
    33. David J. Spiegelhalter & Nicola G. Best & Bradley P. Carlin & Angelika Van Der Linde, 2002. "Bayesian measures of model complexity and fit," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 64(4), pages 583-639, October.
    34. repec:wly:hlthec:v:26:y:2017:i::p:5-22 is not listed on IDEAS
    35. Erik Amdal & Gunnar Bårdsen & Kåre Johansen & Morten Welde, 2007. "Operating costs in Norwegian toll companies: a panel data analysis," Transportation, Springer, vol. 34(6), pages 681-695, November.
    36. Daniel Albalate & Germà Bel, 2012. "Motorways, tolls and road safety: evidence from Europe," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 3(4), pages 457-473, December.
    37. Massimo Filippini & Thomas Geissmann & William H. Greene, 2018. "Persistent and transient cost efficiency—an application to the Swiss hydropower sector," Journal of Productivity Analysis, Springer, vol. 49(1), pages 65-77, February.
    38. Lourdes Trujillo & Beatriz Tovar, 2007. "The European Port Industry: An Analysis of its Economic Efficiency," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 9(2), pages 148-171, June.
    39. María de los Ángeles Baeza & José Manuel Vassallo, 2010. "Private concession contracts for toll roads in Spain: analysis and recommendations," Public Money & Management, Taylor & Francis Journals, vol. 30(5), pages 299-304, September.
    40. Galán, Jorge E. & Pollitt, Michael G., 2014. "Inefficiency persistence and heterogeneity in Colombian electricity utilities," Energy Economics, Elsevier, vol. 46(C), pages 31-44.
    41. Bel, Germà & Bel-Piñana, Paula & Rosell, Jordi, 2017. "Myopic PPPs: Risk allocation and hidden liabilities for taxpayers and users," Utilities Policy, Elsevier, vol. 48(C), pages 147-156.
    42. Onelack Choi & Spiro Stefanou & Jeffrey Stokes, 2006. "The Dynamics of Efficiency Improving Input Allocation," Journal of Productivity Analysis, Springer, vol. 25(1), pages 159-171, April.
    43. Jean Joseph Minviel & Timo Sipiläinen, 2018. "Dynamic stochastic analysis of the farm subsidy-efficiency link: evidence from France," Journal of Productivity Analysis, Springer, vol. 50(1), pages 41-54, October.
    44. Daniel Albalate & Paula Bel-Piñana, 2016. "Winners and losers in tolled motorway renegotiations: an empirical evaluation of the Spanish pioneers," Public Money & Management, Taylor & Francis Journals, vol. 36(5), pages 365-372, July.
    45. Massiani, Jerome & Ragazzi, Giorgio, 2008. "Costs and efficiency of highway concessionaires: a survey of Italian operators," European Transport \ Trasporti Europei, ISTIEE, Institute for the Study of Transport within the European Economic Integration, issue 38, pages 85-106.
    46. Welde, Morten & Odeck, James, 2011. "The efficiency of Norwegian road toll companies," Utilities Policy, Elsevier, vol. 19(3), pages 162-171.
    47. Efthymios G. Tsionas & Subal C. Kumbhakar, 2014. "FIRM HETEROGENEITY, PERSISTENT AND TRANSIENT TECHNICAL INEFFICIENCY: A GENERALIZED TRUE RANDOM‐EFFECTS model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(1), pages 110-132, January.
    48. Assaf, A. George & Gillen, David & Barros, Carlos, 2012. "Performance assessment of UK airports: Evidence from a Bayesian dynamic frontier model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(3), pages 603-615.
    49. Tsionas, Mike & Mamatzakis, Emmanuel C., 2017. "Corrigendum to ‘Adjustment costs in the technical efficiency: An application to global banking’ [European Journal of Operational Research 256 (2017) 640–649]," European Journal of Operational Research, Elsevier, vol. 257(2), pages 704-704.
    50. Atkinson, Scott E. & Primont, Daniel, 2002. "Stochastic estimation of firm technology, inefficiency, and productivity growth using shadow cost and distance functions," Journal of Econometrics, Elsevier, vol. 108(2), pages 203-225, June.
    51. Maskin, Eric & Tirole, Jean, 2008. "Public-private partnerships and government spending limits," International Journal of Industrial Organization, Elsevier, vol. 26(2), pages 412-420, March.
    52. Pitt, Mark M. & Lee, Lung-Fei, 1981. "The measurement and sources of technical inefficiency in the Indonesian weaving industry," Journal of Development Economics, Elsevier, vol. 9(1), pages 43-64, August.
    53. Roberto Colombi & Gianmaria Martini & Giorgio Vittadini, 2017. "Determinants of transient and persistent hospital efficiency: The case of Italy," Health Economics, John Wiley & Sons, Ltd., vol. 26(S2), pages 5-22, September.
    54. Luigi Benfratello & Alberto Iozzi & Paola Valbonesi, 2009. "Technology and incentive regulation in the Italian motorways industry," Journal of Regulatory Economics, Springer, vol. 35(2), pages 201-221, April.
    55. Chung, Demi & Hensher, David A., 2018. "Public private partnerships in the provision of tolled roads: Shared value creation, trust and control," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 341-359.
    56. Newbery, David M, 1988. "Road Damage Externalities and Road User Charges," Econometrica, Econometric Society, vol. 56(2), pages 295-316, March.
    57. Xiao, Feng & Yang, Hai & Han, Deren, 2007. "Competition and efficiency of private toll roads," Transportation Research Part B: Methodological, Elsevier, vol. 41(3), pages 292-308, March.
    58. Galán, Jorge E. & Veiga, Helena & Wiper, Michael P., 2015. "Dynamic effects in inefficiency: Evidence from the Colombian banking sector," European Journal of Operational Research, Elsevier, vol. 240(2), pages 562-571.
    59. Kumbhakar, Subal C., 2013. "Specification and estimation of multiple output technologies: A primal approach," European Journal of Operational Research, Elsevier, vol. 231(2), pages 465-473.
    60. Subal C. Kumbhakar & Gudbrand Lien, 2017. "Yardstick Regulation of Electricity Distribution Disentangling Short-run and Long-run Inefficiencies," The Energy Journal, International Association for Energy Economics, vol. 0(Number 5).
    61. Cornwell, Christopher & Schmidt, Peter & Sickles, Robin C., 1990. "Production frontiers with cross-sectional and time-series variation in efficiency levels," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 185-200.
    62. Tsionas, Euthimios G. & Mamatzakis, Emmanuel C., 2017. "Adjustment costs in the technical efficiency: An application to global banking," European Journal of Operational Research, Elsevier, vol. 256(2), pages 640-649.
    63. Odeck, James & Welde, Morten, 2017. "The accuracy of toll road traffic forecasts: An econometric evaluation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 101(C), pages 73-85.
    64. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
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