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On the association between housing deprivation and urban size: Evidence from South Asia

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  • Obaco, Moisés
  • Pontarollo, Nicola
  • Mendieta Muñoz, Rodrigo
  • Díaz-Sánchez, Juan Pablo

Abstract

Housing is a basic human need; however, in recent decades slums have become the face of urbanization in developing economies. Urbanization drives economic growth, playing an important role in providing adequate housing and reducing poverty. In this paper, we investigate the association between housing deprivation and the urban size at a regional level for South Asian countries in the year 2015. We use two main sources of data. The first is the Demographic and Health Surveys (DHS), which provide microdata that allows us to build housing deprivation indexes based on the material characteristics of households and housing assets. The second source is satellite imagery, used to define urban cores and measure the urban size of each region. Then, we use a two-step procedure to identify the relationship between the urban size and housing deprivation. Our results indicate that age and higher levels of education (of the head of household) are negatively associated with our housing deprivation indexes in South Asian households. Furthermore, a greater number of children in South Asian households is related to higher levels of housing deprivation. In the second step, we show that there is a significant negative association between material housing deprivation and the urban size at a regional level for our full sample and for the majority of countries taken individually. An important exception is India, where an inverted-U-shaped relationship between deprivation and urban size is found. This result is robust even when an IV approach is used.

Suggested Citation

  • Obaco, Moisés & Pontarollo, Nicola & Mendieta Muñoz, Rodrigo & Díaz-Sánchez, Juan Pablo, 2022. "On the association between housing deprivation and urban size: Evidence from South Asia," World Development, Elsevier, vol. 157(C).
  • Handle: RePEc:eee:wdevel:v:157:y:2022:i:c:s0305750x22000857
    DOI: 10.1016/j.worlddev.2022.105895
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    as
    1. Annamaria Milazzo & Dominique Walle, 2017. "Women Left Behind? Poverty and Headship in Africa," Demography, Springer;Population Association of America (PAA), vol. 54(3), pages 1119-1145, June.
    2. Ravallion, Martin, 2002. "On the urbanization of poverty," Journal of Development Economics, Elsevier, vol. 68(2), pages 435-442, August.
    3. Brueckner, Jan K., 2013. "Slums in developing countries: New evidence for Indonesia," Journal of Housing Economics, Elsevier, vol. 22(4), pages 278-290.
    4. Susanne A. Frick & Andres Rodriguez-Pose, 2017. "Big or small cities? On city size and economic growth," Papers in Evolutionary Economic Geography (PEEG) 1725, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    5. Imai, Katsushi S. & Gaiha, Raghav & Garbero, Alessandra, 2017. "Poverty reduction during the rural–urban transformation: Rural development is still more important than urbanisation," Journal of Policy Modeling, Elsevier, vol. 39(6), pages 963-982.
    6. Booysen, Frikkie & van der Berg, Servaas & Burger, Ronelle & Maltitz, Michael von & Rand, Gideon du, 2008. "Using an Asset Index to Assess Trends in Poverty in Seven Sub-Saharan African Countries," World Development, Elsevier, vol. 36(6), pages 1113-1130, June.
    7. J. Vernon Henderson & Matthew A. Turner, 2020. "Urbanization in the Developing World: Too Early or Too Slow?," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 150-173, Summer.
    8. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    9. Martin Ravallion & Shaohua Chen & Prem Sangraula, 2007. "New Evidence on the Urbanization of Global Poverty," Population and Development Review, The Population Council, Inc., vol. 33(4), pages 667-701, December.
    10. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon & Sébastien Roux, 2010. "Estimating Agglomeration Economies with History, Geology, and Worker Effects," NBER Chapters, in: Agglomeration Economics, pages 15-66, National Bureau of Economic Research, Inc.
    11. Daria Popova & Alina Pishniak, 2017. "Measuring Individual Material Well-Being Using Multidimensional Indices: An Application Using the Gender and Generation Survey for Russia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 130(3), pages 883-910, February.
    12. Sahn, David E. & Stifel, David C., 2000. "Poverty Comparisons Over Time and Across Countries in Africa," World Development, Elsevier, vol. 28(12), pages 2123-2155, December.
    13. Alessia Matano & Moisés Obaco & Vicente Royuela, 2020. "What drives the spatial wage premium in formal and informal labor markets? The case of Ecuador," Journal of Regional Science, Wiley Blackwell, vol. 60(4), pages 823-847, September.
    14. Carmen Sánchez-Cantalejo & Ricardo Ocana-Riola & Alberto Fernández-Ajuria, 2008. "Deprivation index for small areas in Spain," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 89(2), pages 259-273, November.
    15. Robles Aguilar, Gisela & Sumner, Andy, 2020. "Who are the world’s poor? A new profile of global multidimensional poverty," World Development, Elsevier, vol. 126(C).
    16. J. Vernon Henderson, 2010. "Cities And Development," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 515-540, February.
    17. Juan C. Duque & Vicente Royuela & Miguel Noreña, 2012. "A Stepwise Procedure to Determinate a Suitable Scale for the Spatial Delimitation of Urban Slums," Advances in Spatial Science, in: Esteban Fernández Vázquez & Fernando Rubiera Morollón (ed.), Defining the Spatial Scale in Modern Regional Analysis, edition 127, chapter 0, pages 237-254, Springer.
    18. Arouri, Mohamed & Ben Youssef, Adel & Nguyen, Cuong, 2017. "Does urbanization reduce rural poverty? Evidence from Vietnam," Economic Modelling, Elsevier, vol. 60(C), pages 253-270.
    19. Susanne A. Frick & Andrés Rodríguez†Pose, 2018. "Big or Small Cities? On city size and economic growth," Growth and Change, Wiley Blackwell, vol. 49(1), pages 4-32, March.
    20. Jedwab, Remi & Vollrath, Dietrich, 2015. "Urbanization without growth in historical perspective," Explorations in Economic History, Elsevier, vol. 58(C), pages 1-21.
    21. Milo Vandemoortele, 2014. "Measuring Household Wealth with Latent Trait Modelling: An Application to Malawian DHS Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(2), pages 877-891, September.
    22. Lewis Dijkstra & Hugo Poelman & Paolo Veneri, 2019. "The EU-OECD definition of a functional urban area," OECD Regional Development Working Papers 2019/11, OECD Publishing.
    23. Diao, Xinshen & Fang, Peixun & Magalhaes, Eduardo & Pahl, Stefan & Silver, Jed, 2019. "Cities and rural transformation: A spatial analysis of rural youth livelihoods in Ghana," IFPRI book chapters, in: Youth and jobs in rural Africa: Beyond stylized facts, chapter 7, pages yj172-204, International Food Policy Research Institute (IFPRI).
    24. Castells-Quintana, David, 2017. "Malthus living in a slum: Urban concentration, infrastructure and economic growth," Journal of Urban Economics, Elsevier, vol. 98(C), pages 158-173.
    25. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of 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 49, pages 2119-2171, Elsevier.
    26. Moises Obaco Alvarez & Juan Pablo Diaz Sanchez, 2018. "An Overview of Urbanization in Ecuador under Functional Urban Area Definition," REGION, European Regional Science Association, vol. 5, pages 39-48.
    27. Andrabi, Tahir & Kuehlwein, Michael, 2010. "Railways and Price Convergence in British India," The Journal of Economic History, Cambridge University Press, vol. 70(2), pages 351-377, June.
    28. Basu, Tirthankar & Das, Arijit, 2021. "Formulation of deprivation index for identification of regional pattern of deprivation in rural India," Socio-Economic Planning Sciences, Elsevier, vol. 74(C).
    29. Fox, Sean, 2014. "The Political Economy of Slums: Theory and Evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 54(C), pages 191-203.
    30. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    31. Lall, Somik V. & Lundberg, Mattias K.A. & Shalizi, Zmarak, 2008. "Implications of alternate policies on welfare of slum dwellers: Evidence from Pune, India," Journal of Urban Economics, Elsevier, vol. 63(1), pages 56-73, January.
    32. Castañeda, Andrés & Doan, Dung & Newhouse, David & Nguyen, Minh Cong & Uematsu, Hiroki & Azevedo, João Pedro, 2018. "A New Profile of the Global Poor," World Development, Elsevier, vol. 101(C), pages 250-267.
    33. Marina Mero-Figueroa & Emilio Galdeano-Gómez & Laura Piedra-Muñoz & Moisés Obaco, 2020. "Measuring Well-Being: A Buen Vivir (Living Well) Indicator for Ecuador," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 152(1), pages 265-287, November.
    34. Mitra, Arup & Nagar, Jay Prakash, 2018. "City size, deprivation and other indicators of development: Evidence from India," World Development, Elsevier, vol. 106(C), pages 273-283.
    35. Machado, Ana Flávia & Golgher, Andre Braz & Antigo, Marianela, 2014. "Deprivation viewed from a multidimensional perspective: The case of Brazil," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    36. Jedwab, Remi & Christiaensen, Luc & Gindelsky, Marina, 2017. "Demography, urbanization and development: Rural push, urban pull and…urban push?," Journal of Urban Economics, Elsevier, vol. 98(C), pages 6-16.
    37. Diao, Xinshen & Magalhaes, Eduardo & Silver, Jed, 2019. "Cities and rural transformation: A spatial analysis of rural livelihoods in Ghana," World Development, Elsevier, vol. 121(C), pages 141-157.
    38. Michael P. Murray, 2006. "Avoiding Invalid Instruments and Coping with Weak Instruments," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 111-132, Fall.
    39. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    40. Saboor, Abdul & Khan, Atta Ullah & Hussain, Abid & Ali, Ikram & Mahmood, Khalid, 2015. "Multidimensional deprivations in Pakistan: Regional variations and temporal shifts," The Quarterly Review of Economics and Finance, Elsevier, vol. 56(C), pages 57-67.
    41. Khalid Sekkat, 2017. "Urban Concentration and Poverty in Developing Countries," Growth and Change, Wiley Blackwell, vol. 48(3), pages 435-458, September.
    42. Basu, Tirthankar & Das, Arijit, 2020. "Identification of backward district in India by applying the principal component analysis and fuzzy approach: A census based study," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    43. Havard, Sabrina & Deguen, Séverine & Bodin, Julie & Louis, Karine & Laurent, Olivier & Bard, Denis, 2008. "A small-area index of socioeconomic deprivation to capture health inequalities in France," Social Science & Medicine, Elsevier, vol. 67(12), pages 2007-2016, December.
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    More about this item

    Keywords

    Housing deprivation; Urban size; South Asia; Housing characteristics; DHS;
    All these keywords.

    JEL classification:

    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • R29 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Other
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure

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