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How does urbanization affect the human development index? A cross-country analysis

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Abstract

Higher economic development without urbanization is almost impossible. However, the magnitude of development can vary with the accuracy of the management of an urban area. Though several studies have established a positive effect of urbanization on economic growth, its impacts on the human development index (HDI) are unknown. In this context, we assessed the impacts of urbanization on the value of country-level HDI with a random effect Tobit and dynamic panel data estimations for 187 countries from 1990 to 2017. We found that overall, total urban populations, percentage of the urban populations, urban population growth rates, and percentage of the population living in million-plus agglomerations have a positive effect on the HDI values. The percentage of the urban population residing in the largest city of a country negatively affects the value of HDI. The analysis was also done by dividing countries based on their level of income. The percentage of urbanization is the most important measurement of urbanization having a positive impact on the HDI across countries separated by different income groups. The total urban population also has a positive effect on HDI except for upper-middle-income countries. However, all other measurements of urbanization have an ambiguous effect on HDI, suggesting the impacts of urbanization on HDI depend on different stages of development in a country. Among the control variables, higher emissions of carbon dioxide, fertility rate, GDP growth rate, level of inequality, and inflation rate negatively affect HDI, whereas higher foreign direct investment has a positive effect. Finally, policy options are prescribed to make an urban area more productive in higher economic development.

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Fig. 1

Source: the author’s calculation based on data from the World Bank

Fig. 2
Fig. 3

Source: author

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Notes

  1. More details explanation can be seen from Brülhart and Sbergami (2009).

  2. As per-capita GDP, life expectancy at birth, and adult literacy rate are considered to construct HDI, we did not consider these variables in the regression analysis.

References

  • Ahmed Z, Le HP (2021) Linking information communication technology, trade globalization index, and CO 2 emissions: evidence from advanced panel techniques. Environ Sci Pollut Res 28(7):8770–8781

    Article  Google Scholar 

  • Ahmed Z, Asghar MM, Malik MN, Nawaz K (2020) Moving towards a sustainable environment: the dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China. Resour Policy 67:101677

    Article  Google Scholar 

  • Ahmed Z, Zafar MW, Ali S (2020) Linking urbanization, human capital, and the ecological footprint in G7 countries: an empirical analysis. Sustain Cities Soc 55:102064

    Article  Google Scholar 

  • Ahmed Z, Zhang B, Cary M (2021a) Linking economic globalization, economic growth, financial development, and ecological footprint: evidence from symmetric and asymmetric ARDL. Ecol Indic 121:107060

    Article  Google Scholar 

  • Ahmed Z, Cary M, Shahbaz M, Vo XV (2021b) Asymmetric nexus between economic policy uncertainty, renewable energy technology budgets, and environmental sustainability: Evidence from the United States. J Clean Prod 313:127723

    Article  Google Scholar 

  • Anisujjaman M (2015) Urbanisation and human development: a study of West Bengal. Int J Humanit Soc Sci Invent 4(7):2319–7722

    Google Scholar 

  • Arcelus FJ, Sharma B, Srinivasan G (2005) Foreign capital flows and the efficiency of the HDI dimension. Glob Econ J 5(2):1–12

    Article  Google Scholar 

  • Arellano M, Bover O (1995) Another look at the instrumental variable estimation of error-components models. J Econom 68(1):29–52

    Article  Google Scholar 

  • Arisman A (2018) Determinant of human development index in ASEAN countries. Signifikan Jurnal Ilmu Ekonomi 7(1):113–122

    Article  Google Scholar 

  • Asmita, Fitrawaty, Ruslan D (2017) Analysis of factors affecting the human development index in North Sumatra Province. IOSR J Bus Manag 19(10):27–36. https://www.iosrjournals.org/iosr-jbm/papers/Vol19-issue10/Version-7/D1910072736.pdf

  • Baldwin RE, Martin P (2004) Agglomeration and Regional Growth. In: Henderson JV, Thisse JF (eds) Handbook of regional and urban economics Vol. 4: cities and geography. Elsevier, Amsterdam, pp 2671–2711

    Google Scholar 

  • Bedir S, Yilmaz VM (2016) CO2 emissions and human development in OECD countries: granger causality analysis with a panel data approach. Eurasian Econ Rev 6:97–110

    Article  Google Scholar 

  • Bergh A, Nilsson T (2010) Good for living? On the relationship between globalization and life expectancy. World Dev 38(9):1191–1203

    Article  Google Scholar 

  • Bertinelli L, Black D (2004) Urbanization and growth. J Urban Econ 56(1):80–96

    Article  Google Scholar 

  • Bhowmik D (2019) Nature of human development in SAARC region: a panel data analysis. J Quant Financ Econ 1(2):111–133

    Google Scholar 

  • Binder M, Georgiadis G (2011) Determinants of human development: capturing the role of institutions, CESIFO working paper no. 3397.

  • Brülhart M, Sbergami F (2009) Agglomeration and growth: cross-country evidence. J Urban Econ 65(1):48–63

    Article  Google Scholar 

  • Castells-Quintana D, Wenban-Smith H (2020) Population dynamics, urbanisation without growth, and the rise of megacities. J Dev Stud 56(9):1–20

    Article  Google Scholar 

  • Connoly A, Leoz CMD, Gorospe M, Sebastian M (2014) Determinants of Having a High Human Development Index, Technical Report, 1–29

  • Crafts NFR (1997) The Human development index and changes in standards of living: some historical comparisons. Eur Rev Econ Hist 1(2):1–5

    Google Scholar 

  • Cutler D, Deaton A, Lleras-Muney A (2005) The Determinants of Mortality, NBER working paper no. 11963. National Bureau of Economic Research, Cambridge

    Google Scholar 

  • Deb S (2015) Gap between GDP and HDI: Are the rich country experiences different from the poor? In Proceedings of the IARIW-OECD Special Conference, Paris, France, 16–17 August

  • Dunning J (1977) Trade, location of economic activity and the multinational enterprise: a search for an eclectic approach. In: Ohlin B, Hesselborn P, Wijkman P (eds) The international allocation of economic activity. Macmillan, London, pp 395–418

    Chapter  Google Scholar 

  • Dunning J (1993) Multinational enterprises and the global economy. Addison-Wesley, Wokingham

    Google Scholar 

  • Duranton G (2008) Viewpoint: from cities to productivity and growth in developing countries. Can J Econ 41(3):689–736

    Article  Google Scholar 

  • Duranton G, Puga D (2004) Micro-foundation of urban agglomeration economies. In: Henderson JV, Thisse J-F (eds) Handbook of regional and urban economics, Vol. 4: cities and geography. Elsevier, Amsterdam, pp 2063–2117

    Google Scholar 

  • Fadillah N, Setiartiti L (2021) Analysis of factors affecting human development index in special regional of Yogyakarta. J Econo Res Soc Sci 5(1):88–104

    Google Scholar 

  • Fei J, Ranis G (1964) Development of the labor surplus economy: theory and policy. Irwin, Homewood

    Google Scholar 

  • Fossaceca A (2019) Assessing the determinants of the human development index in oil-dependent nations. Undergrad Econ Rev 16(1):1–14

    Google Scholar 

  • Fujita M, Thisse J-F (2002) Economics of agglomeration: cities, industrial location, and regional growth. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Gökmenoğlu KK, Apinran MO, Taşpınar N (2018) Impact of foreign direct investment on human development index in Nigeria. Bus Econ Res J 9(1):1–14

    Article  Google Scholar 

  • Ha NM, Le ND, Trung-Kien P (2019) The impact of urbanization on income inequality: a study in Vietnam. J Risk Financ Manag 12:146

    Article  Google Scholar 

  • Henderson JV (2003) The urbanization process and economic growth: the so-what question. J Econ Growth 8:47–71

    Article  Google Scholar 

  • Hofmann A, Wan G (2013) Determinants of Urbanization, ADB Economics Working Paper Series No. #355. Manila, Philippines: Asian Development Bank

  • Huang G, Jiang Y (2017) Urbanization and socioeconomic development in inner Mongolia in 2000 and 2010: a GIS analysis. Sustainability 9(2):235

    Article  Google Scholar 

  • Jayasuriya R, Wodon Q (2003) Measuring and Explaining Country Efficiency in Improving Health and Education Indicators. Published in: Efficiency in Reaching the Millennium Development Goals (World Bank Working Paper) No. 9 (June 2003): pp. 5–16.

  • Kalediene R, Petrauskiene J (2000) Regional life expectancy patterns in Lithuania. Eur J Pub Health 10(2):101–104

    Article  Google Scholar 

  • Kanbur R, Zhuang J (2013) Urbanization and inequality in Asia. Asian Dev Rev 30(1):131–147

    Article  Google Scholar 

  • Khan NH, Ju Y, Hassan ST (2018) Modeling the impact of economic growth and terrorism on the human development index: collecting evidence from Pakistan. Environ Sci Pollut Res 25:34661–34673

    Article  Google Scholar 

  • Khan NH, Yanbing J, Hassan ST (2019) Investigating the determinants of human development index in Pakistan: an empirical analysis. Environ Sci Pollut Res 26:19294–19304

    Article  Google Scholar 

  • Khodabakshi A (2011) Relationship between GDP and human development indices in India. Int J Trade Econ Financ 2(3):251–253

    Article  Google Scholar 

  • Krugman P (1991) Increasing returns and economic geography. J Polit Econ 99(3):483–499

    Article  Google Scholar 

  • Lewis A (1954) Economic development with unlimited supplies of labor. Manch Sch 22(2):139–191

    Article  Google Scholar 

  • Li X, Wang C, Zhang G, Xiao L, Dixon J (2012) Urbanisation and human health in china: spatial features and a systemic perspective. Environ Sci Pollut Res 19:1375–1384

    Article  Google Scholar 

  • Linn JF (1982) The costs of urbanization in developing countries. Econ Dev Cult Change 30(3):625–648

    Article  Google Scholar 

  • Maiti M (2017) Urbanisation and inequalities in China and India overview and comparative study. Theor Appl Econ 4(613):121–136

    Google Scholar 

  • Malik UA (2014) Urbanization and Human Development: A New Look, Briefing paper, Mahbub ul Haq Human Development Centre, Lahore. Web address https://mhrc.lums.edu.pk/sites/default/files/user376/urbanization_and_human_development_0.pdf, Accessed 15 November 2019

  • Marshall A (1890) Principles of economics. Macmillan, London

    Google Scholar 

  • Martin P, Ottaviano GIP (1999) Growing localizations: industry localization in a model of endogenous growth. Eur Econ Rev 43:281–302

    Article  Google Scholar 

  • Muhammad Shahbaz M, Loganathan N, Mujahid N, Ali A, Nawaz A (2016) Determinants of life expectancy and its prospects under the role of economic misery: a case of Pakistan. Soc Indic Res 126:1299–1316

    Article  Google Scholar 

  • Nguyen HM, Nguyen LD (2018) The relationship between urbanization and economic growth: an empirical study on ASEAN countries. Int J Soc Econ 45(2):316–339

    Article  Google Scholar 

  • Ranis G, Stewart F, Ramirez A (2000) Economic growth and human development. World Dev 28(2):197–219

    Article  Google Scholar 

  • Richardson HW (1987) The costs of urbanization: a four-country study. Econ Dev Cult Change 33:561–580

    Article  Google Scholar 

  • Rumney E, Binnie I (2021) 25 cities are driving urban greenhouse gas emissions worldwide, Reuters - UK Online Report World News . Available from https://www.euronews.com/green/2021/07/12/25-cities-are-driving-urban-greenhouse-gas-emissions-worldwide-says-new-stsudy. Accessed on 25/07/2021

  • Sangaji J (2016) The determinants of human development index in several Buddhist countries. J Buddh Edu Res 2(1):48–60

    Google Scholar 

  • Shah S (2016) Determinant of Huan Development Index: A Cross-Country Empirical Analysis, Munich Personal RePEc Archive (MRPA) Paper No. 73759. Retrieved from https://mpra.ub.uni-muenchen.de/73759/1/MPRA_paper_73759.pdf

  • Smith A (1976) An inquiry into the nature and causes of the wealth of nations. Oxford University Press, Oxford

    Google Scholar 

  • Suri T, Boozer MA, Ranis G, Stewart F (2011) Paths to success: the relationship between human development and economic growth. World Dev 39(4):506–522

    Article  Google Scholar 

  • Tripathi S (2013) Do large agglomerations lead to economic growth? Evidence from urban India. Rev Urban Reg Dev Stud 25(3):176–200

    Article  Google Scholar 

  • Tudorache MD (2020) Examining the Drivers of Human Development in European Union, In: Proceedings of 35th IBIMA Conference, Seville, Spain, ISBN 978-0-9998551-4-0. IBIMA Publishing. King of Prussia

  • Turok I (2014) The urbanization-development Nexus in the BRICS. In: Parnell S, Oldfield S (eds) Handbook on cities in the global south. Routledge, London, pp 122–138

    Google Scholar 

  • UN-Habitat (2016) Urbanization and Structural Transformation. United Nations Human Settlements Programme, Series 2, Nairobi GPO Kenya. Web address http://www.indiaenvironmentportal.org.in/content/427863/urbanization-and-structural-transformation/. Accessed 11 November 2019

  • Viddy A, Rafiqoh RT, Asniwati B (2019) The determinants of human development index and economic growth in Indonesia. Int J Sci Technol Res 8(12):661–665

    Google Scholar 

  • Wang Z, Ahmed Z, Zhang B, Wang B, Wang B (2019) The nexus between urbanization, road infrastructure, and transport energy demand: empirical evidence from Pakistan. Environ Sci Pollut Res 26:34884–34895

    Article  Google Scholar 

  • Williamson JG (1965) Regional inequality and the process of national development: a description of the patterns. Econ Dev Cult Change 13(4):1–84

    Article  Google Scholar 

  • World Bank (2009) Systems of Cities: Harnessing Urbanization for Growth and Poverty Alleviation-World Bank Urban and Local Government Strategy. World Bank, Washington, DC

    Google Scholar 

Download references

Acknowledgements

I am grateful to the three anonymous referees and to the editor of this journal for their detailed and constructive comments that have significantly improved the quality of the study.

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  1. National Research University Higher School of Economics, 20 Myasnitskaya St., Moscow, Russia, 101000

    Sabyasachi Tripathi

  2. Department of Economics, Adamas University, Kolkata, India

    Sabyasachi Tripathi

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Appendix

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Figure 3, Table

Table 7 Variable definitions are given by the World Development Indicators
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7.

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Tripathi, S. How does urbanization affect the human development index? A cross-country analysis. Asia-Pac J Reg Sci 5, 1053–1080 (2021). https://doi.org/10.1007/s41685-021-00211-w

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