In many countries, bus operators are private companies whose service has been leased by government agencies. These agencies develop service compliance indices or measures to keep track of factors such as passenger satisfaction, frequency, and regularity but do not necessarily include the objectives of the operators in the assessment. In this paper, we used slack-based measure data envelopment analysis (SBM) to investigate whether it is possible for a bus operator to be efficient (from a private perspective) and match required standards of frequency and regularity. In doing so, data collected from two major bus operators in Santiago, Chile has been used comprising 99 services. The results show that when private objectives, namely revenues, are included in the analysis, bus operators do not necessarily seek to improve the regularity of their service. Moreover, it was found that some bus services are on the efficient frontier while keeping low performance measure standards. Using the shadow prices of the models, it was also found that improving the performance measures will be hard for many bus services unless there is a significant change in factors that are not under control of the operators (i.e., number of stops, length of the route, etc.). This shows the difficulty of correctly aligning the private objectives of operators with agencies’ objectives.
Muñoz JC, Batarce M, Hidalgo D. Transantiago, five years after its launch. Research in Transportation Economics 2014; 48(1): 184-193.
Beltrán P, Gschwender A, Palma C. The impact of compliance measures on the operation of a bus system: The case of Transantiago. Research in Transportation Economics 2013; 39(1): 79-89.
Tone K. A slack-based measure of efficiency in data envelopment analysis. European Journal of Operational Research 2001; 130(3):498–509.
Charnes A., Cooper WW, Rhodes E. Measuring the Efficiency of Decision Making Units. European Journal of Operational Research 1978; 2(6): 429–444.
Ozbek M, Garza J, Triantis, K. Data Envelopment Analysis as a Decision-Making Tool for Transportation Professionals. Journal of Transportation Engineering 2009; 135(11): 822–831.
Chu X., Fielding G, Lamar B. Measuring Transit Performance Using Data Envelopment Analysis. Transportation Research Part A: Policy and Practice 1992; 26(3): 223–230.
De Borger B, Kerstens K, Costa A. Public transit performance: What does one learn from frontier studies? Transport Reviews 2002; 22(1): 1-38.
Lao Y, Liu, L. Performance Evaluation of Bus Lines with Data Envelopment Analysis and Geographic Information Systems. Computers, Environment, and Urban Systems 2009; 33(4): 247–255.
Boame A. The Technical Efficiency of Canadian Urban Transit Systems. Transportation Research Part E 2004; 40(5): 401–416.
Tsamboulas D. Assessing Performance under Regulatory Evolution: A European Transit System Perspective. ASCE Journal of Urban Planning and Development 2006; 132(4): 226–234.
Barnum DT, McNeil S, Hart J. Comparing the efficiency of public transportation subunits using data envelopment analysis. Journal of Public Transportation 2007; 10(2): 1–16.
Barnum DT, Tandon S, McNeil S. Comparing the performance of bus routes after adjusting for the environment using data envelopment analysis. Journal of Transportation Engineering 2008; 134(2): 77–85.
Banker RD, Charnes A, Cooper WW. Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. Management Science 1984; 30(9): 1078-1092.
Thrall RM. Duality, classification, and slacks in DEA. Annals of Operations Research 1996; 66:23–125.
Muñoz JC, Ortúzar JD, Gschwender A. Transantiago: the fall and rise of a radical public transport intervention. In: Saleh W, Sammer G. (eds.), Travel Demand Management, and Road User Pricing: Success, Failure and Feasibility. Farnham, UK: Ashgate Publishing Limited; 2008, p. 151-172.
Pelayo MC. Transantiago y su impacto: Transporte público y sus repercusiones en la salud. Ciencia y Trabajo 2007; 9(26), 88-92.
Helten M. The failure of Transantiago. [El Fracaso Del Transantiago] Norderstedt, Germany: Grin Verlag; 2008.
Marquez M. Gobierno califica al Transantiago como "la peor política pública" aplicada en Chile. Emol. February 10, 2012 Available from: http://www.emol.com/noticias/nacional/2012/02/10/525683/gobierno-califica-al-transantiago-como-la-peor-politica-publica-aplicada-en-chile.html [Accessed 10th September 2017]
Muñoz JC, Gschwender A, Transantiago: A tale of two cities. Research in Transportation Economics 2008; 22(1): 45-53
Hidalgo D, Carrigan A. Modernizing Public Transport: Lessons Learned from Major Bus Improvements in Latin America and Asia. World Resources Institute, Washington D.C., USA, 2010.
Directorio de Transporte Público Metropolitano. Management Report 2013 [Informe de Gestión 2013]. Available from: http://www.dtpm.cl/archivos/Memoria 2013-Web_Final (1).pdf [Accessed 28th September 2017] 2013.
Directorio de Transporte Público Metropolitano. Transantiago Contracts [Contratos]. In: https://www.dtpm.cl/index.php/2013-04-29-20-33-57/contratos [Accessed 28th September 2017] 2013.
Guarda P, Galilea P, Paget-Seekins L, Ortúzar JD. What is behind fare evasion in urban bus systems? An econometric approach. Transportation Research Part A: Policy and Practice 2016; 84: 55-71.
Guest Editor: Eleonora Papadimitriou, PhD
Editors: Dario Babić, PhD; Marko Matulin, PhD; Marko Ševrović, PhD.
Accelerating Discoveries in Traffic Science |
2024 © Promet - Traffic&Transportation journal