Production
https://prod.org.br/doi/10.1590/0103-6513.20180032
Production
Research Article

Service levels of highway toll plazas: the influence of factors on manual customer service

Josiane Palma Lima; Patrícia Pereira Arantes Inácio; Fabiano Leal

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Abstract

Abstract: Paper aims: To analyze service levels offered in a highway toll plaza and to test the influence of operational and human factors on manual customer service.

Originality: The methodology is an approach which involves systematic and efficient examination of multiple factors. This approach has been widely used in multiple areas; however, little research has been done on experiments in the area of transportation.

Research method: Design of Experiment (DOE) and Computation Modeling and Simulation.

Main findings: The association of the two methods allowed the development of a more robust empirical model of the customer service process. We have also verified that the human agent interacts and interferes in the manual payment process.

Implications for theory and practice: To contribute to the very important debate that surrounds service processes. The research showed that there are alternatives and improvements that can be applied and to serve as basis for transportation policies.

Keywords

Transportation, Highway tolls plazas, Service level, Service time

References

Abdelwahab, H. (2017). Traffic micro-simulation model for design and operational analysis of barrier toll stations. Ain Shams Engineering Journal, 8(4), 507-513. http://dx.doi.org/10.1016/j.asej.2016.05.010.

Agência Nacional de Transportes Terrestres – ANTT. (2012). Relatório annual 2012. Brasília. Retrieved in 2018, November 27, from http://www.antt.gov.br/backend/galeria/arquivos/relatorio_anual_2012.pdf

Agência Nacional de Transportes Terrestres – ANTT. (2018). Manual para concepção, dimensionamento e implementação de praças de pedágio em concessões rodoviárias: orientações para utilização do arquivo excel. Brasília. Retrieved in 2018, November 27, from http://www.antt.gov.br/backend/galeria/arquivos/2018/10/16/Manual_Planilha_Pracas_de_Pedagio.pdf

Al-Deek, H. M., Mohamed, A. A., & Radwan, A. E. (1997). Operational benefits of electronic toll collection: case study. Journal of Transportation Engineering, 123(6), 467-477. http://dx.doi.org/10.1061/(ASCE)0733-947X(1997)123:6(467).

Ali, A., Garcia, G., & Martinet, P. (2015). The flatbed platoon towing model for safe and dense platooning on highways. IEEE Intelligent Transportation Systems Magazine, 58(1), 58-68. http://dx.doi.org/10.1109/MITS.2014.2328670.

Aragão, M., Frigieri, E., Ynoguti, C., & Paiva, A. (2016). Factorial design analysis applied to the performance of SMS anti-spam filtering systems. Expert Systems with Applications, 64, 589-604. http://dx.doi.org/10.1016/j.eswa.2016.08.038.

Araújo, J. J., & Setti, J. R. (2006). Operational characterization of tollbooths in the state of São Paulo. Transportation, 14(1), 33-44. http://dx.doi.org/10.14295/transportes.v14i1.58.

Banaei, M., & Alizadeh, R. (2016). Simulation-based modeling and power management of all-eletric ships based on renewable energy generation using model predictive control strategy. IEEE Intelligent Transportation Systems Magazine, 90. http://dx.doi.org/10.1109/MITS.2016.2533960.

Beaudoin, J., Farzin, Y., & Lawell, C. (2015). Public transit investment and sustainable transportation: A review of studies of transit’s impact on traffic congestion and air quality. Research in Transportation Economics, 52, 15-22. http://dx.doi.org/10.1016/j.retrec.2015.10.004.

Caldas, M., & Sacramento, K. (2016). Simulation model of discret events applied to the planning and operation of a toll plaza. Journal of Transport Literature, 10(3), 40-44. http://dx.doi.org/10.1590/2238-1031.jtl.v10n3a8.

Carlson, R., Papamichail, I., & Papageorgiou, M. (2011). Local feedback-based mainstream traffic flow control on motorways using variable speed limits. IEEE Transactions on Intelligent Transportation Systems, 12(4), 1261-1276. http://dx.doi.org/10.1109/TITS.2011.2156792.

Chakroborty, P., Gill, R., & Chakraborty, P. (2016). Analysing queueing at toll plazas using a coupled, multiple-queue, queueing system model: application to toll plaza design. Journal Transportation Planning and Technology, 39(7), 675-692. http://dx.doi.org/10.1080/03081060.2016.1204090.

Chambers, C., & Kouvelis, P. (2006). Modeling and managing the percentage of satisfied customers in hidden and revealed waiting line systems. Production and Operations Management, 15(1), 103-116. http://dx.doi.org/10.1111/j.1937-5956.2006.tb00033.x.

Cho, H., & Kim, Y. C. (2012). Analysis of traffic flow with variable speed Limit on highways. KSCE Journal of Civil Engineering, 16(6), 1048-1056. http://dx.doi.org/10.1007/s12205-012-1395-x.

Chowdhury, M. (2013). Queuing theory model used to solve the waiting line of a bank: a study on Islami Bank Bangladesh Limited, Chawkbazar Branch, Chittagong. Asian Journal of Social Sciences & Humanities, 2(3), 468-478. Retrieved in 2018, November 27, from http://www.ajssh.leena-luna.co.jp/AJSSHPDFs/Vol.2(3)/AJSSH2013(2.3-51).pdf

Chwif, L., & Medina, A. C. (2006). Modeling and simulation of discrete events: theory and applications. São Paulo: Authors' edition.

Clapper, T. C. (2016). The way forward for Simulation & Gaming (S&G). Simulation & Gaming, 47(1), 3-6. http://dx.doi.org/10.1177/1046878116633349.

Dubedi, A., Chakroborty, P., Kundu, D., & Reddy, H. (2012). Modeling automobile drivers’ toll-lane choice behavior at a toll plaza. Journal of Transportation Engineering, 138(11), 1350-1357. http://dx.doi.org/10.1061/(ASCE)TE.1943-5436.0000440.

Durrani, U., Lee, C., & Maoh, H. (2016). Calibrating the Wiedemann’s vehicle-following model using mixed vehicle-pair interactions. Transportation Research Part C, Emerging Technologies, 67, 227-242. http://dx.doi.org/10.1016/j.trc.2016.02.012.

Ernst, A. T., Jiang, H., Krishnamoorthy, M., & Sier, D. (2004). Staff scheduling and rostering: a review of applications, methods and models. European Journal of Operational Research, 153(1), 3-27. http://dx.doi.org/10.1016/S0377-2217(03)00095-X.

Fedorenko, V., Fedorenko, I., Sukmanov, A., Samoylenko, V., Shlaev, D., & Atanov, I. (2017). Modeling of data acquisition systems using the queueing theory. International Journal of Electronics and Communications, 74, 83-87. http://dx.doi.org/10.1016/j.aeue.2017.01.024.

Fowler, E. D., Mello, C. H., & Costa Neto, P. L. O. (2011). Exploratory analysis on the use of Gespublica Quality Program in public institutions of higher education. Gestão & Produção, 18(4), 837-852. http://dx.doi.org/10.1590/S0104-530X2011000400011.

Geisler, S., Quix, C., Schiffer, S., & Jarke, M. (2012). An evaluation framework for traffic information systems based on data streams. Transportation Research Part C, 23, 29-55.

Giasin, K., Ayvar-Soberanis, S., & Hodzic, A. (2016). Evaluation of cryogenic cooling and minimum quantity lubrication effects on machining GLARE laminates using design of experiments. Journal of Cleaner Production, 135, 533-548. http://dx.doi.org/10.1016/j.jclepro.2016.06.098.

Gramaglia, M., Fiore, M., & Calderon, M. (2014). Measurement-based modeling of Interarrivals for the simulation of highway vehicular networks. IEEE Communications Letters, 18(12), 2181-2184. http://dx.doi.org/10.1109/LCOMM.2014.2363114.

Greasley, A. (2006). Using process mapping and business process simulation to support a process-based approach to change in a public sector organization. Technovation, 26(1), 95-103. http://dx.doi.org/10.1016/j.technovation.2004.07.008.

Harb, R., Su, X., & Radwan, E. (2010). Empirical analysis of toll-lane processing times using proportional odds augmented MARS. Journal of Transportation Engineering, 136(11), 1039-1048. http://dx.doi.org/10.1061/(ASCE)TE.1943-5436.0000175.

Inácio, P. P. A., Leal, F., & Lima, J. P. (2018). Evaluation of the service level of a highway toll plaza in Brazil using computational simulation. In Proceedings of the TRB Annual Meeting, Transportation Research Board 2018. Washington: National Academies of Sciences, Engineering, and Medicine.

Instituto Brasileiro de Geografia e Estatística – IBGE. (2013). GDP of each Brazilian state. Retrieved in 2018, November 27, from http://www.ibge.gov.br

Jiang, C., & Cheng, G. (2015). The way of the ease traffic congestion in commercial center of Beijing – the analysis and research of level analyses and fuzzy evaluation in Sanlitun Street. In Proceedings of the 22nd International Conference on Industrial Engineering and Engineering Management 2015 (pp. 51-61). Paris: Atlantis Press.

Jin, S., Chen, Y., Diao, R., Huang, Z. H., Perkins, W., & Palmer, B. (2016). Power grid simulation applications developed using the GridPACK™ high performance computing framework. Electric Power Systems Research, 141, 22-30. http://dx.doi.org/10.1016/j.epsr.2016.06.024.

Kallrath, J., Klosterhalfen, S., Walter, M., Fischer, G., & Blackburn, R. (2017). Payload-based fleet optimization for rail cars in the chemical industry. European Journal of Operational Research, 259(1), 113-129. http://dx.doi.org/10.1016/j.ejor.2016.09.062.

Khaleghi, H., Lau, A., Debruyn, J., Ebadian, M., & Sokhansanj, S. (2016). Modeling and simulation of logistics integration of electronic commerce online shopping platform. Canadian Biosystems Engineering, 58(1), 8.1-8.8.

Kim, C., Kim, D., Kho, S., Kang, S., & Chung, K. (2016). Dynamically determining the toll plaza capacity by monitoring approaching traffic conditions in real-time. Applied Sciences, 6(87), 87. http://dx.doi.org/10.3390/app6030087.

Klodzinski, J., & Al-Deek, H. M. (2002a). Transferability of a stochastic toll plaza computer model. Transportation Research Record: Journal of the Transportation Research Board, 1811(1), 40-49. http://dx.doi.org/10.3141/1811-05.

Klodzinski, J., & Al-Deek, H. M. (2002b). New methodology for defining level of service at toll plazas. Journal of Transportation Engineering, 28(2), 173-181. http://dx.doi.org/10.1061/(ASCE)0733-947X(2002)128:2(173).

Kumar, V., Bhalla, A., & Rathore, A. (2014). Design of experiments applications in bioprocessing: concepts and approach. Biotechnology Progress, 30(1), 86. http://dx.doi.org/10.1002/btpr.1821. PMid:24123959.

Lange, R., Samoilovich, I., & Van der Rhee, B. (2013). Virtual queueing at airport security lanes. European Journal of Operational Research, 225(1), 153-165. http://dx.doi.org/10.1016/j.ejor.2012.09.025.

Leal, F., Costa, R. F. S., Montevechi, J. A. B., Almeida, D. A., & Marins, F. A. S. (2011). A practical guide for operational validation of discrete event simulation models. Pesquisa Operacional, 31(1), 57-77. http://dx.doi.org/10.1590/S0101-74382011000100005.

Lima, J. P., Lobato, K. C. D., Leal, F., & Lima, R. S. (2015). Urban solid waste management by process mapping and simulation. Operations Research, 35, 143-163. http://dx.doi.org/10.1590/0101-7438.2015.035.01.0143.

Lin, F. B., & Su, C. W. (1994). Level-of-service analysis of toll plazas on freeway main lines. Journal of Transportation Engineering, 120(2), 246-263. http://dx.doi.org/10.1061/(ASCE)0733-947X(1994)120:2(246).

Liu, Y., Cao, J., Cao, X., & Zhang, Y. (2017). Optimization of design scheme for toll plaza based on M/M/C queuing theory and cellular automata simulation algorithm. Modern Applied Science, 11(7), 1. http://dx.doi.org/10.5539/mas.v11n7p1.

Lobato, K. C. D., & Lima, J. P. (2010). Characterization and evaluation of selection processes of urban solid waste through mapping technique. Waste Management and Disposal, 15, 347-356. http://dx.doi.org/10.1590/S1413-41522010000400007.

Macatangay, R., Sonkaew, T., Velazco, V., Gerbig, C., Intarat, N., Nantajai, N., & Bagtasa, G. (2014). Factors influencing surface CO2 variations in LPRU, Thailand and IESM Philippines. Environmental Pollution, 195, 282-291. http://dx.doi.org/10.1016/j.envpol.2014.06.035. PMid:25056588.

Mayeres, I., & Vanhulsel, M. (2017). CarTax: a simulation model for analysing the reform of car taxation in Flanders. Research in Transportation Economics, 62, 11-24. http://dx.doi.org/10.1016/j.retrec.2017.02.001.

McDonald Junior, D., & Stammer Junior, R. (2001). Contribution to the development of guidelines for toll plaza design. Journal of Transportation Engineering, 127(3), 215-222. http://dx.doi.org/10.1061/(ASCE)0733-947X(2001)127:3(215).

Moita, M. H. V., & Almeida, E. S. (2012). Application of simulation to obtain solutions to a traffic roundabout in the city of Manaus, Brazil. Journal of Transport Literature, 6(1), 93-109. http://dx.doi.org/10.1590/S2238-10312012000100006.

Montevechi, J., Pinho, A., Leal, F., & Marins, F. (2007). Application of design of experiments on the simulation of a process in an automotive industry. In Proceedings of the Winter Simulation Conference. Washington: IEEE. http://dx.doi.org/10.1109/WSC.2007.4419779.

Montgomery, D. C., & Runger, G. C. (2010). Applied statistics and probability for engineers. New York: John Wiley & Sons.

Navandar, Y. V., Dhamaniya, A., & Patel, D. A. (2019). Empirical analysis of level of service based on users perception at manual tollbooth operation in India. Transportation Research Procedia, 37, 314-321. http://dx.doi.org/10.1016/j.trpro.2018.12.198.

Obelheiro, M. R., Cybis, H. B. B., Oliveira, M. L., & Ribeiro, J. L. D. (2011). Method for analysis of service levels in toll plazas. Transport, 19(3), 18-27. http://dx.doi.org/10.14295/transportes.v19i3.374.

Oliveira, M., Rosa Neto, J., & Cybis, H. (2003). A influência do tamanho das filas na capacidade de atendimento das praças de pedágio. In Anais do XVII Congresso da ANPET (pp. 1264-1275). Rio de Janeiro: ANPET. Retrieved in 2019, October 2, from http://anpet.org.br/index.php/pt/area-restrita/anais-congresso-anual-anpet

Rashid, R., Hoseini, S., Gholamian, M., & Feizabadi, M. (2015). Application of queuing theory in production-inventory optimization. Journal of Industrial Engineering International, 11(4), 485-494. http://dx.doi.org/10.1007/s40092-015-0115-9.

Russo, C., Harb, R., & Radwan, E. (2010). Calibration and verication of SHAKER, a deterministic toll plaza simulation model. Journal of Transportation Engineering, 136(2), 85-92. http://dx.doi.org/10.1061/(ASCE)TE.1943-5436.0000060.

Sánchez-Martínez, G., Koutsopoulos, H., & Wilson, N. (2016). Optimal allocation of vehicles to bus routes using automatically collected data and simulation modelling. Research in Transportation Economics, 59, 268-276. http://dx.doi.org/10.1016/j.retrec.2016.06.003.

Sanghvi, K., & Joglekar, A. (2015). Automating the payment of toll tax at toll plazas. International Journal of Computer Science and Information Technologies, 6(3), 2884-2887. Retrieved in 2018, November 27, from http://ijcsit.com/docs/Volume%206/vol6issue03/ijcsit20150603197.pdf

Santalucia, P., Zaninelli, A., Ragazzoni, L., & Gensini, G. (2016). Simmed SIMulation in MEDicine, Italian Society for simulation in medicine position paper: executive summary. Internal and Emergency Medicine, 11(4), 537-544. http://dx.doi.org/10.1007/s11739-015-1341-2. PMid:26613931.

Santos, A. S., Leal, A. G., Oliveira, J. A., Moreira, J. R., Pistoni, E., Miyake, M. Y., Rigo, A. L., & Marte, C. L. (2017). Methodologies for quality assessment of highway operators based on governance best practices with emphasis on toll collection ecosystem. Case Studies on Transport Policy, 5(1), 112-120. http://dx.doi.org/10.1016/j.cstp.2016.11.005.

Seyedhoseini, S., Rashid, R., Kamalpour, I., & Zangeneh, E. (2015). Application of queuing theory in inventory systems with substitution flexibility. Journal of Industrial Engineering International, 11(1), 37-44. http://dx.doi.org/10.1007/s40092-015-0099-5.

Shih, T., Lai, C., Hung, H., Ku, S., Tsai, P., Yang, T., Liou, S., Loh, C., & Jaakkola, J. (2008). Elemental and organic carbon exposure in highway tollbooths: a study of Taiwanese toll station workers. The Science of the Total Environment, 402(2-3), 163-170. http://dx.doi.org/10.1016/j.scitotenv.2008.04.051. PMid:18550151.

Spiliopoulou, A., Papamichail, I., & Papageorgiou, M. (2010). Toll plaza merging traffic control for throughput maximization. Journal of Transportation Engineering, 136(1), 67-76. http://dx.doi.org/10.1061/(ASCE)0733-947X(2010)136:1(67).

Stanic, B., Tubic, V., & Celar, N. (2011). Design and evaluation of a grade-separated intersection: a case study of the proposed Belgrade ‘Hipodrom’. Transportation Planning and Technology, 34(6), 625-636. http://dx.doi.org/10.1080/03081060.2011.600096.

Stevanovic, A., Stevanovic, J., Zhang, K., & Batterman, S. (2009). Optimizing traffic control to reduce fuel consumption and vehicular emissions: integrated approach with VISSIM, CMEM, and VISGAOST. Transportation Research Record: Journal of the Transportation Research Board, 2128(1), 105-113. http://dx.doi.org/10.3141/2128-11.

Takbhate, R. B., & Chavan, S. D. (2014). Automated tollbooth system. International Journal of Research Studies in Computer Science and Engineering, 1(3), 69-76. Retrieved in 2018, November 27, from https://www.arcjournals.org/pdfs/ijrscse/v1-i3/12.pdf

Tettamanti, T., & Varga, I. (2012). Development of road traffic control by using integrated VISSIM-MATLAB simulation environment. Periodica Polytechnica: Civil Engineering, 56(1), 43-49. http://dx.doi.org/10.3311/pp.ci.2012-1.05.

Valdes, D., Colucci, B., Fisher, D., Ruiz, J., Colón, E., & García, R. (2016). Driving simulation in the safety and operation performance of the freeway toll plaza. In Proceedings of the Transportation Research Board 95th Annual Meeting. Washington: SAGE. http://dx.doi.org/10.3141/2602-16.

Van Dijk, N. M., Hermans, M. D., Teunisse, M. J. G., & Schuurman, H. (1999). Designing the Westerschelde tunnel toll plaza using a combination of queuing and simulation. In Proceedings of the Winter Simulation Conference (pp. 1272-1279). Phoenix: IEEE. http://dx.doi.org/10.1109/WSC.1999.816853.

Van Lierop, D., & El-Geneidy, A. (2016). Enjoying loyalty: The relationship between service quality, customer satisfaction, and behavioral intentions in public transit. Research in Transportation Economics, 59, 50-59. http://dx.doi.org/10.1016/j.retrec.2016.04.001.

Vanberkel, P., Boucherie, R., Hans, E., & Hurink, J. (2014). Optimizing the strategic patient mix combining queueing theory and dynamic programming. Computers & Operations Research, 43, 271-279. http://dx.doi.org/10.1016/j.cor.2013.09.020.

Woo, T. H., & Hoel, L. H. (1991). Toll plaza capacity and level of service (pp. 119-127, Transportation Research Record, 1320). Washington: Transportation Research Board. Retrieved in 2018, November 27, from https://trid.trb.org/view.aspx?id=365594

Xu, B., & Lin, B. (2015). Factors affecting carbon dioxide (CO2) emissions in China’s transport sector: a dynamic nonparametric additive regression model. Journal of Cleaner Production, 101, 311-322. http://dx.doi.org/10.1016/j.jclepro.2015.03.088.

Yang, S., Hu, F., & Jaeger, C. (2016). Impact factors and risk analysis of tropical cyclones on a highway network. Risk Analysis, 36(2), 262-277. http://dx.doi.org/10.1111/risa.12463. PMid:26385797.

Zarrillo, M. L. (2000). Capacity calculations for two toll facilities: two experiences in ETC implementation. In Proceedings of the 79th Annual Meeting do Transportation Research Board. Washington: Transportation Research Board. Paper No. 00-1658.

Zarrillo, M. L., Radwan, A. E., & Al-Deek, H. M. (1997). Modeling traffic operations at electronic toll collection and traffic management systems. Computers & Industrial Engineering, 33(3-4), 857-860. http://dx.doi.org/10.1016/S0360-8352(97)00266-0.

Zhang, H. (2017). Empirical analysis and modeling of manual turnpike tollbooths in China. Mechanical Systems and Signal Processing, 87, 184-194. http://dx.doi.org/10.1016/j.ymssp.2015.06.002.

Zhang, J., Li, H., Luo, Y., & Tang, G. (2012). Error analysis for rendezvous phasing orbital control using design of experiments. Aerospace Science and Technology, 17(1), 74-82. http://dx.doi.org/10.1016/j.ast.2011.06.009.
 

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