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On causal links of the municipal concentration of logistics warehouses

Author

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  • Barros Simões, William Douglas
  • Vidal Vieira, José Geraldo
  • Magalhães de Oliveira, Renata Lúcia

Abstract

Spatial dynamics of logistic allocation in large urban centers has gained relevance in urban economics, public policy formulation and transport engineering. A crucial aspect of these spatial, agglomerative, and dispersive phenomena are the causal links that such processes generate or by which they are generated. This study investigates the causal relationships linked to the allocation of logistics warehouses in the context of the sub-regions of the São Paulo Metropolitan Region (SPMR) based on the theory of agglomeration economies. Two variables related to the urban distribution of goods were selected: (a) Gross Domestic Product (GDP) and (b) Cargo Theft (CT) and contrasted with the number of logistics warehouses (NW). Five regions of the SPMR were considered both for spatial descriptive analysis and for the study of causality based on the Granger methodology, adapted by Hurlin, and on the cointegration methodology and Panel Vector Error Correction Model. For SPMR, the relationships obtained demonstrate, in the short term, unidirectional causalities between GDP/NW. In the short term, the causal relationship between CT/NW for the metropolitan region was unidirectional from the amount of cargo theft to the number of warehouses. The subregions showed strong heterogeneity in causal relationships, both in the short and long term, demonstrating the complexity of the logistical allocation phenomena in the SPMR.

Suggested Citation

  • Barros Simões, William Douglas & Vidal Vieira, José Geraldo & Magalhães de Oliveira, Renata Lúcia, 2024. "On causal links of the municipal concentration of logistics warehouses," Transport Policy, Elsevier, vol. 149(C), pages 271-281.
  • Handle: RePEc:eee:trapol:v:149:y:2024:i:c:p:271-281
    DOI: 10.1016/j.tranpol.2024.02.018
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    References listed on IDEAS

    as
    1. Ehrl, Philipp, 2013. "Agglomeration economies with consistent productivity estimates," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 751-763.
    2. Glaeser, Edward L. & Rosenthal, Stuart S. & Strange, William C., 2010. "Urban economics and entrepreneurship," Journal of Urban Economics, Elsevier, vol. 67(1), pages 1-14, January.
    3. Simonen, Jaakko & McCann, Philip, 2008. "Firm innovation: The influence of R&D cooperation and the geography of human capital inputs," Journal of Urban Economics, Elsevier, vol. 64(1), pages 146-154, July.
    4. Li, Guoqi & Sun, Wenjie & Yuan, Quan & Liu, Sijing, 2020. "Planning versus the market: Logistics establishments and logistics parks in Chongqing, China," Journal of Transport Geography, Elsevier, vol. 82(C).
    5. Christophe Hurlin, 2004. "Testing Granger causality in Heterogeneous panel data models with fixed coefficients," Post-Print halshs-00257395, HAL.
    6. Sakai, Takanori & Kawamura, Kazuya & Hyodo, Tetsuro, 2017. "Spatial reorganization of urban logistics system and its impacts: Case of Tokyo," Journal of Transport Geography, Elsevier, vol. 60(C), pages 110-118.
    7. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    8. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    9. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    10. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    11. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    12. Henderson, Vernon & Becker, Randy, 2000. "Political Economy of City Sizes and Formation," Journal of Urban Economics, Elsevier, vol. 48(3), pages 453-484, November.
    13. Yetkiner, Hakan & Beyzatlar, Mehmet Aldonat, 2020. "The Granger-causality between wealth and transportation: A panel data approach," Transport Policy, Elsevier, vol. 97(C), pages 19-25.
    14. Agrawal, Ajay & Kapur, Devesh & McHale, John, 2008. "How do spatial and social proximity influence knowledge flows? Evidence from patent data," Journal of Urban Economics, Elsevier, vol. 64(2), pages 258-269, September.
    15. Guerin, Leonardo & Vieira, José Geraldo Vidal & de Oliveira, Renata Lúcia Magalhães & de Oliveira, Leise Kelli & de Miranda Vieira, Henrique Ewbank & Dablanc, Laetitia, 2021. "The geography of warehouses in the São Paulo Metropolitan Region and contributing factors to this spatial distribution," Journal of Transport Geography, Elsevier, vol. 91(C).
    16. Giuliano, Genevieve & Kang, Sanggyun, 2018. "Spatial dynamics of the logistics industry: Evidence from California," Journal of Transport Geography, Elsevier, vol. 66(C), pages 248-258.
    17. Mehmet Aldonat Beyzatlar & Müge Karacal & Ý. Hakan Yetkiner, 2012. "The Granger-Causality between Transportation and GDP: A Panel Data Approach," Working Papers 1203, Izmir University of Economics.
    18. Tang, Chor Foon & Abosedra, Salah, 2019. "Logistics performance, exports, and growth: Evidence from Asian economies," Research in Transportation Economics, Elsevier, vol. 78(C).
    19. Hooi Lean, Hooi & Huang, Wei & Hong, Junjie, 2014. "Logistics and economic development: Experience from China," Transport Policy, Elsevier, vol. 32(C), pages 96-104.
    20. Dubie, Melaku & Kuo, Kai C. & Giron-Valderrama, Gabriela & Goodchild, Anne, 2020. "An evaluation of logistics sprawl in Chicago and Phoenix," Journal of Transport Geography, Elsevier, vol. 88(C).
    21. repec:dau:papers:123456789/6159 is not listed on IDEAS
    22. Yuan, Quan & Zhu, Jiren, 2019. "Logistics sprawl in Chinese metropolises: Evidence from Wuhan," Journal of Transport Geography, Elsevier, vol. 74(C), pages 242-252.
    23. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    24. Vieira, José Geraldo Vidal & Fransoo, Jan C. & Carvalho, Carla Deguirmendjian, 2015. "Freight distribution in megacities: Perspectives of shippers, logistics service providers and carriers," Journal of Transport Geography, Elsevier, vol. 46(C), pages 46-54.
    25. Woudsma, Clarence & Jakubicek, Paul, 2020. "Logistics land use patterns in metropolitan Canada," Journal of Transport Geography, Elsevier, vol. 88(C).
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