IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0249014.html
   My bibliography  Save this article

Societal context-dependent multi-modal transportation network augmentation in Johannesburg, South Africa

Author

Listed:
  • Thembani Moyo
  • Alain Y Kibangou
  • Walter Musakwa

Abstract

In most developing countries, formal and informal transportation schemes coexist without effective and smart integration. In this paper, the authors show how to leverage opportunities offered by formal and informal transportation schemes to build an integrated multi-modal network. Precisely, the authors consider integration of rickshaws to a bus-train network, by taking into account accessibility and societal constraints. By modelling the respective networks with weighted graphs, a graph augmentation problem is solved with respect to a composite cost taking into account constraints on the use of rickshaws. The solution, is based on finding a minimum cost spanning tree of a merged graph. The method is applied in the South African context, in the city of Johannesburg where rickshaws are not yet a significant part of the transportation system. The implications of the study reveal that using non-motorised transportation services is a viable option of improving mobility in the city. The composite cost introduced herein could be used for new routing algorithm including societal, environmental, architectural contexts and commuter experiences through rating.

Suggested Citation

  • Thembani Moyo & Alain Y Kibangou & Walter Musakwa, 2021. "Societal context-dependent multi-modal transportation network augmentation in Johannesburg, South Africa," PLOS ONE, Public Library of Science, vol. 16(4), pages 1-25, April.
  • Handle: RePEc:plo:pone00:0249014
    DOI: 10.1371/journal.pone.0249014
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0249014
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0249014&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0249014?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Gert Sabidussi, 1966. "The centrality index of a graph," Psychometrika, Springer;The Psychometric Society, vol. 31(4), pages 581-603, December.
    2. Harding, Simon E. & Badami, Madhav G. & Reynolds, Conor C.O. & Kandlikar, Milind, 2016. "Auto-rickshaws in Indian cities: Public perceptions and operational realities," Transport Policy, Elsevier, vol. 52(C), pages 143-152.
    3. Soi Lam & Trinh Toan, 2006. "Land Transport Policy and Public Transport in Singapore," Transportation, Springer, vol. 33(2), pages 171-188, March.
    4. Lucas, Karen, 2011. "Making the connections between transport disadvantage and the social exclusion of low income populations in the Tshwane Region of South Africa," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1320-1334.
    5. Sobhani, Md. Golam & Imtiyaz, Md. Nafis & Azam, Md. Shafiul & Hossain, Moinul, 2020. "A framework for analyzing the competitiveness of unconventional modes of transportation in developing cities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 137(C), pages 504-518.
    6. Aziz, A. & Nawaz, M.S. & Nadeem, M. & Afzal, L., 2018. "Examining suitability of the integrated public transport system: A case study of Lahore," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 13-25.
    7. Kemajou, Armel & Jaligot, Rémi & Bosch, Martí & Chenal, Jérôme, 2019. "Assessing motorcycle taxi activity in Cameroon using GPS devices," Journal of Transport Geography, Elsevier, vol. 79(C), pages 1-1.
    8. Yuanqing Wang & Lei Li & Li Wang & Adrian Moore & Samuel Staley & Zongzhi Li, 2014. "Modeling traveler mode choice behavior of a new high-speed rail corridor in China," Transportation Planning and Technology, Taylor & Francis Journals, vol. 37(5), pages 466-483, July.
    9. Alison Conway & Dounia Khallouki, 2014. "Pedicabs for Urban Transportation in U.S. Cities," Post-Print halshs-02117791, HAL.
    10. Beukes, E.A. & Vanderschuren, M.J.W.A. & Zuidgeest, M.H.P., 2011. "Context sensitive multimodal road planning: a case study in Cape Town, South Africa," Journal of Transport Geography, Elsevier, vol. 19(3), pages 452-460.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Brightnes Risimati & Trynos Gumbo & James Chakwizira, 2021. "Spatial Integration of Non-Motorized Transport and Urban Public Transport Infrastructure: A Case of Johannesburg," Sustainability, MDPI, vol. 13(20), pages 1-17, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bansal, Prateek & Gadepalli, Ravi & AitBihiOuali, Laila, 2023. "Eliciting mobility preferences of Indians for E-rickshaws: Evidence from Gurugram," Transport Policy, Elsevier, vol. 134(C), pages 19-30.
    2. De Masi, G. & Giovannetti, G. & Ricchiuti, G., 2013. "Network analysis to detect common strategies in Italian foreign direct investment," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(5), pages 1202-1214.
    3. Fogel, Kathy & Jandik, Tomas & McCumber, William R., 2018. "CFO social capital and private debt," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 28-52.
    4. Meng Xu & Avishai Ceder & Ziyou Gao & Wei Guan, 2010. "Mass transit systems of Beijing: governance evolution and analysis," Transportation, Springer, vol. 37(5), pages 709-729, September.
    5. Hyuk-Soo Kwon & Jihong Lee & Sokbae Lee & Ryungha Oh, 2022. "Knowledge spillovers and patent citations: trends in geographic localization, 1976–2015," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 31(3), pages 123-147, April.
    6. Liotta,Charlotte & Avner,Paolo & Viguié,Vincent & Selod,Harris & Hallegatte,Stephane, 2022. "Climate Policy and Inequality in Urban Areas : Beyond Incomes," Policy Research Working Paper Series 10185, The World Bank.
    7. Mengying Cui & David Levinson, 2018. "Accessibility analysis of risk severity," Transportation, Springer, vol. 45(4), pages 1029-1050, July.
    8. Fang, Ming & Francis, Bill & Hasan, Iftekhar & Wu, Qiang, 2022. "External social networks and earnings management," The British Accounting Review, Elsevier, vol. 54(2).
    9. Awaworyi Churchill, Sefa & Koomson, Isaac & Munyanyi, Musharavati Ephraim, 2023. "Transport poverty and obesity: The mediating roles of social capital and physical activity," Transport Policy, Elsevier, vol. 130(C), pages 155-166.
    10. Mario V. Tomasello & Mauro Napoletano & Antonios Garas & Frank Schweitzer, 2017. "The rise and fall of R&D networks," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(4), pages 617-646.
    11. Rui Xiao & Guofeng Wang & Meng Wang, 2018. "Transportation Disadvantage and Neighborhood Sociodemographics: A Composite Indicator Approach to Examining Social Inequalities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(1), pages 29-43, May.
    12. Tao, Qizhi & Li, Haoyu & Wu, Qun & Zhang, Ting & Zhu, Yingjun, 2019. "The dark side of board network centrality: Evidence from merger performance," Journal of Business Research, Elsevier, vol. 104(C), pages 215-232.
    13. Lourdes Diaz Olvera & Didier Plat & Pascal Pochet, 2016. "Changes in daily mobility patterns in Dakar (Senegal)," Post-Print halshs-01346869, HAL.
    14. Duvarci, Yavuz & Yigitcanlar, Tan & Mizokami, Shoshi, 2015. "Transportation disadvantage impedance indexing: A methodological approach to reduce policy shortcomings," Journal of Transport Geography, Elsevier, vol. 48(C), pages 61-75.
    15. repec:dau:papers:123456789/7616 is not listed on IDEAS
    16. Jackie Krafft & Francesco Quatraro, 2011. "The Dynamics of Technological Knowledge: From Linearity to Recombination," Chapters, in: Cristiano Antonelli (ed.), Handbook on the Economic Complexity of Technological Change, chapter 7, Edward Elgar Publishing.
    17. Zhao, Shuying & Sun, Shaowei, 2023. "Identification of node centrality based on Laplacian energy of networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 609(C).
    18. Wu, Tao & Xian, Xingping & Zhong, Linfeng & Xiong, Xi & Stanley, H. Eugene, 2018. "Power iteration ranking via hybrid diffusion for vital nodes identification," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 506(C), pages 802-815.
    19. Giulia Masi & Giorgio Ricchiuti, 2020. "From FDI network topology to macroeconomic instability," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 15(1), pages 133-158, January.
    20. Wang, Feifei & Sun, Zejun & Gan, Quan & Fan, Aiwan & Shi, Hesheng & Hu, Haifeng, 2022. "Influential node identification by aggregating local structure information," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 593(C).
    21. Zamudio, César & Anokhin, Sergey & Kellermanns, Franz W., 2014. "Network analysis: A concise review and suggestions for family business research," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 63-71.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0249014. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.