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Measuring individuals' travel behaviour by use of a GPS-based smartphone application in Dar es Salaam, Tanzania

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  • Joseph, Lucy
  • Neven, An
  • Martens, Karel
  • Kweka, Opportuna
  • Wets, Geert
  • Janssens, Davy

Abstract

A range of mega-cities in the Global South have started to invest in Bus Rapid Transit (BRT) systems, as a complement or replacement for informal paratransit services, in an effort to improve the mobility and accessibility in the city. Yet, few studies have tried to analyse the impact of such systems on the mobility patterns of cities' residents, in part because traditional travel diary surveys are often too expensive to conduct and unsuitable to capture spatial mobility patterns in fast growing cities with a high level of informality in spatial development. In this study, we analyse the applicability of a new method of data collection, i.e. a GPS-based smartphone application, to capture individuals travel behaviour in fast growing mega-cities in the Global South. Our case study is the city of Dar es Salaam (DES) in Tanzania, where the first BRT line is currently being implemented. In our study, the GPS-based app was used by individuals in DES to record distances, departure times and destinations of their trips. Socio-demographic data of respondents were recorded in short questionnaires. The spatial distribution of the trip patterns shows the mobility demand in both high and less connected areas. The results reveal a variation in departure times, travel destinations and trip distances that are one the one hand spatially limited within neighbourhoods and away from the planned BRT, and on the other hand along major roads connecting to the Central Business District (CBD). The short average distances of the trips (<3 km) reveal the characteristics of paratransit modes. The GPS-based smartphone application provides an opportunity to policy makers to engage deeply with the spatial reality of local communities, as a basis for transport investments and policy improvements as steps towards an integrated public transport system.

Suggested Citation

  • Joseph, Lucy & Neven, An & Martens, Karel & Kweka, Opportuna & Wets, Geert & Janssens, Davy, 2020. "Measuring individuals' travel behaviour by use of a GPS-based smartphone application in Dar es Salaam, Tanzania," Journal of Transport Geography, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:jotrge:v:88:y:2020:i:c:s0966692317306312
    DOI: 10.1016/j.jtrangeo.2019.102477
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    as
    1. Rafael La Porta & Andrei Shleifer, 2014. "Informality and Development," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 109-126, Summer.
    2. Diaz Olvera, Lourdes & Plat, Didier & Pochet, Pascal, 2013. "The puzzle of mobility and access to the city in Sub-Saharan Africa," Journal of Transport Geography, Elsevier, vol. 32(C), pages 56-64.
    3. Nour, Akram & Hellinga, Bruce & Casello, Jeffrey, 2016. "Classification of automobile and transit trips from Smartphone data: Enhancing accuracy using spatial statistics and GIS," Journal of Transport Geography, Elsevier, vol. 51(C), pages 36-44.
    4. Matteo Rizzo & Blandina Kilama & Marc Wuyts, 2015. "The Invisibility of Wage Employment in Statistics on the Informal Economy in Africa: Causes and Consequences," Journal of Development Studies, Taylor & Francis Journals, vol. 51(2), pages 149-161, February.
    5. Oviedo Hernandez, Daniel & Titheridge, Helena, 2016. "Mobilities of the periphery: Informality, access and social exclusion in the urban fringe in Colombia," Journal of Transport Geography, Elsevier, vol. 55(C), pages 152-164.
    6. Fox, Sean, 2014. "The Political Economy of Slums: Theory and Evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 54(C), pages 191-203.
    7. Lourdes Diaz Olvera & Didier Plat & Pascal Pochet, 2013. "The puzzle of mobility and access to the city in Sub-Saharan Africa," Post-Print halshs-00861105, HAL.
    8. Chen, Jie & Shaw, Shih-Lung & Yu, Hongbo & Lu, Feng & Chai, Yanwei & Jia, Qinglei, 2011. "Exploratory data analysis of activity diary data: a space–time GIS approach," Journal of Transport Geography, Elsevier, vol. 19(3), pages 394-404.
    9. Md. Kamruzzaman & Tan Yigitcanlar & Jay Yang & Mohd Afzan Mohamed, 2016. "Measures of Transport-Related Social Exclusion: A Critical Review of the Literature," Sustainability, MDPI, vol. 8(7), pages 1-30, July.
    10. Daniel E. Agbiboa, 2016. "‘No Condition IS Permanent': Informal Transport Workers and Labour Precarity in Africa's Largest City," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 40(5), pages 936-957, September.
    11. Ding, Yu & Lu, Huapu, 2016. "Activity participation as a mediating variable to analyze the effect of land use on travel behavior: A structural equation modeling approach," Journal of Transport Geography, Elsevier, vol. 52(C), pages 23-28.
    12. Guillen, Marie Danielle & Ishida, Haruo & Okamoto, Naohisa, 2013. "Is the use of informal public transport modes in developing countries habitual? An empirical study in Davao City, Philippines," Transport Policy, Elsevier, vol. 26(C), pages 31-42.
    13. Behrens, Roger & McCormick, Dorothy & Orero, Risper & Ommeh, Marilyn, 2017. "Improving paratransit service: Lessons from inter-city matatu cooperatives in Kenya," Transport Policy, Elsevier, vol. 53(C), pages 79-88.
    14. Ciscal-Terry, Wilner & Dell'Amico, Mauro & Hadjidimitriou, Natalia Selini & Iori, Manuel, 2016. "An analysis of drivers route choice behaviour using GPS data and optimal alternatives," Journal of Transport Geography, Elsevier, vol. 51(C), pages 119-129.
    15. Muhammad Adeel & Anthony Gar-On Yeh & Feng Zhang, 2016. "Transportation disadvantage and activity participation in the cities of Rawalpindi and Islamabad, Pakistan," LSE Research Online Documents on Economics 65025, London School of Economics and Political Science, LSE Library.
    16. Ka'bange, Abdi & Mfinanga, David & Hema, Edwin, 2014. "Paradoxes of establishing mass rapid transit systems in african cities – A case of Dar es Salaam Rapid Transit (DART) system, Tanzania," Research in Transportation Economics, Elsevier, vol. 48(C), pages 176-183.
    17. Adeel, Muhammad & Yeh, Anthony Gar-On & Zhang, Feng, 2016. "Transportation disadvantage and activity participation in the cities of Rawalpindi and Islamabad, Pakistan," Transport Policy, Elsevier, vol. 47(C), pages 1-12.
    18. Nkurunziza, Alphonse & Zuidgeest, Mark & Brussel, Mark & Van den Bosch, Frans, 2012. "Spatial variation of transit service quality preferences in Dar-es-Salaam," Journal of Transport Geography, Elsevier, vol. 24(C), pages 12-21.
    19. Casas, Irene & Delmelle, Elizabeth C., 2014. "Identifying dimensions of exclusion from a BRT system in a developing country: a content analysis approach," Journal of Transport Geography, Elsevier, vol. 39(C), pages 228-237.
    20. Yosef Jabareen, 2014. ""Do it yourself" as an informal mode of space production: conceptualizing informality," Journal of Urbanism: International Research on Placemaking and Urban Sustainability, Taylor & Francis Journals, vol. 7(4), pages 414-428, December.
    21. Liu, Xi & Gong, Li & Gong, Yongxi & Liu, Yu, 2015. "Revealing travel patterns and city structure with taxi trip data," Journal of Transport Geography, Elsevier, vol. 43(C), pages 78-90.
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