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Automatic recognition of “low-quality” vehicles and bus stops in bus services

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  • Benedetto Barabino

    (CTM SpA
    University of Cagliari)

Abstract

A recent interest in transit service analysis resulted in advances in the monitoring of public transport quality from the passenger’s viewpoint. Several frameworks were proposed to show where and when different quality levels occur, but there has been no focus on determining which vehicles and bus stops lead to low-quality performance in bus services. This paper proposes a framework that: (i) performs a simple data collection on selected parameters on passenger activities at bus stops (e.g., consulting posted information) and in-vehicle (e.g., validating the ticket). This data collection is performed by Secret Shoppers on Origin-Destination pairs representing paths travelled by passengers, (ii) proposes two new algorithms detecting criticalities for each route and parameter, and (iii) shows the vehicles and bus stops for which some targets are not met. These steps result in the first framework that can help build operational plans guiding the correction of criticalities arising in the delivered bus services. This framework is deeply investigated and discussed in a real-life Italian case.

Suggested Citation

  • Benedetto Barabino, 2018. "Automatic recognition of “low-quality” vehicles and bus stops in bus services," Public Transport, Springer, vol. 10(2), pages 257-289, August.
    • Handle: RePEc:spr:pubtra:v:10:y:2018:i:2:d:10.1007_s12469-018-0180-8
    DOI: 10.1007/s12469-018-0180-8
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    References listed on IDEAS

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    1. Stradling, Stephen G. & Anable, Jillian & Carreno, Michael, 2007. "Performance, importance and user disgruntlement: A six-step method for measuring satisfaction with travel modes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(1), pages 98-106, January.
    2. Benedetto BARABINO & Eusebio DEIANA & proto TILOCCA, 2011. "Urban Transport Management And Customer Perceived Quality: A Case Study In The Metropolitan Area Of Cagliari, Italy," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 6(1), pages 19-32, February.
    3. Eboli, Laura & Mazzulla, Gabriella, 2011. "A methodology for evaluating transit service quality based on subjective and objective measures from the passenger's point of view," Transport Policy, Elsevier, vol. 18(1), pages 172-181, January.
    4. Hassan, Mohammad Nurul & Hawas, Yaser E. & Ahmed, Kamran, 2013. "A multi-dimensional framework for evaluating the transit service performance," Transportation Research Part A: Policy and Practice, Elsevier, vol. 50(C), pages 47-61.
    5. Eboli, Laura & Mazzulla, Gabriella, 2012. "Performance indicators for an objective measure of public transport service quality," European Transport \ Trasporti Europei, ISTIEE, Institute for the Study of Transport within the European Economic Integration, issue 51, pages 1-4.
    6. Sheth, Chintan & Triantis, Konstantinos & Teodorovic, Dusan, 2007. "Performance evaluation of bus routes: A provider and passenger perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(4), pages 453-478, July.
    7. Badami, Madhav G. & Haider, Murtaza, 2007. "An analysis of public bus transit performance in Indian cities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(10), pages 961-981, December.
    8. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    9. Nathanail, Eftihia, 2008. "Measuring the quality of service for passengers on the hellenic railways," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(1), pages 48-66, January.
    10. Hensher, David A. & Houghton, Erne, 2004. "Performance-based quality contracts for the bus sector: delivering social and commercial value for money," Transportation Research Part B: Methodological, Elsevier, vol. 38(2), pages 123-146, February.
    11. de Oña, Juan & de Oña, Rocío & Eboli, Laura & Mazzulla, Gabriella, 2016. "Index numbers for monitoring transit service quality," Transportation Research Part A: Policy and Practice, Elsevier, vol. 84(C), pages 18-30.
    12. dell'Olio, Luigi & Ibeas, Angel & Cecin, Patricia, 2011. "The quality of service desired by public transport users," Transport Policy, Elsevier, vol. 18(1), pages 217-227, January.
    13. Chen, Xumei & Yu, Lei & Zhang, Yushi & Guo, Jifu, 2009. "Analyzing urban bus service reliability at the stop, route, and network levels," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(8), pages 722-734, October.
    14. Lin, Jie & Wang, Peng & Barnum, Darold T., 2008. "A quality control framework for bus schedule reliability," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(6), pages 1086-1098, November.
    15. 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.
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    5. Mingzhu Song & Yi Zhang & Meng Li & Yi Zhang, 2021. "Accessibility of Transit Stops with Multiple Feeder Modes: Walking and Private-Bike Cycling," Sustainability, MDPI, vol. 13(6), pages 1-27, March.

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