IDEAS home Printed from https://ideas.repec.org/p/gwi/wpaper/2019-13.html
   My bibliography  Save this paper

Cities of Workers, Children or Seniors? Age Structure and Economic Growth in a Global Cross-Section of Cities

Author

Listed:
  • Remi Jedwab

    (George Washington University)

  • Daniel Pereira

    (George Washington University)

  • Mark Roberts

    (The World Bank)

Abstract

A large literature documents the positive influence of a city’s skill structure on its rate of economic growth. By contrast, the effect of a city’s age structure on its economic growth has been a hitherto largely neglected area of research. We hypothesize that cities with more working-age adults are likely to grow faster than cities with more children or seniors and set-out the potential channels through which such differential growth may occur. Using data from a variety of historical and contemporary sources, we show that there exists marked variation in the age structure of the world’s largest cities, both across cities and over time. We then study how age structure affects economic growth for a global cross-section of mega-cities. Using various identification strategies, we find that mega-cities with higher dependency ratios - i.e. with more children and/or seniors per working-age adult - grow significantly slower. Such effects are particularly pronounced for cities with high shares of children. This result appears to be mainly driven by the direct negative effects of a higher dependency ratio on the size of the working-age population and the indirect effects on work hours and productivity for working age adults within a city.

Suggested Citation

  • Remi Jedwab & Daniel Pereira & Mark Roberts, 2019. "Cities of Workers, Children or Seniors? Age Structure and Economic Growth in a Global Cross-Section of Cities," Working Papers 2019-13, The George Washington University, Institute for International Economic Policy.
  • Handle: RePEc:gwi:wpaper:2019-13
    as

    Download full text from publisher

    File URL: http://www2.gwu.edu/~iiep/assets/docs/papers/2019WP/JedwabIIEP2019-13.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. da Mata, D. & Deichmann, U. & Henderson, J.V. & Lall, S.V. & Wang, H.G., 2007. "Determinants of city growth in Brazil," Journal of Urban Economics, Elsevier, vol. 62(2), pages 252-272, September.
    2. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    3. Glaeser, Edward L. & Scheinkman, JoseA. & Shleifer, Andrei, 1995. "Economic growth in a cross-section of cities," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 117-143, August.
    4. Quamrul H. Ashraf & David N. Weil & Joshua Wilde, 2013. "The Effect of Fertility Reduction on Economic Growth," Population and Development Review, The Population Council, Inc., vol. 39(1), pages 97-130, March.
    5. Oded Galor, 2012. "The demographic transition: causes and consequences," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 6(1), pages 1-28, January.
    6. Pierre‐Philippe Combes & Gilles Duranton & Laurent Gobillon & Diego Puga & Sébastien Roux, 2012. "The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection," Econometrica, Econometric Society, vol. 80(6), pages 2543-2594, November.
    7. Gregory Casey & Oded Galor, 2016. "Population Growth and Carbon Emissions," NBER Working Papers 22885, National Bureau of Economic Research, Inc.
    8. Franco Modigliani & Shi Larry Cao, 2004. "The Chinese Saving Puzzle and the Life-Cycle Hypothesis," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 145-170, March.
    9. Nir Jaimovich & Henry E. Siu, 2009. "The Young, the Old, and the Restless: Demographics and Business Cycle Volatility," American Economic Review, American Economic Association, vol. 99(3), pages 804-826, June.
    10. Bluhm, Richard & Krause, Melanie, 2022. "Top lights: Bright cities and their contribution to economic development," Journal of Development Economics, Elsevier, vol. 157(C).
    11. Edward L. Glaeser & Giacomo A. M. Ponzetto & Kristina Tobio, 2014. "Cities, Skills and Regional Change," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 7-43, January.
    12. Marcos D. Chamon & Eswar S. Prasad, 2010. "Why Are Saving Rates of Urban Households in China Rising?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 93-130, January.
    13. Henderson, J. Vernon, 1986. "Efficiency of resource usage and city size," Journal of Urban Economics, Elsevier, vol. 19(1), pages 47-70, January.
    14. Au, Chun-Chung & Henderson, J. Vernon, 2006. "How migration restrictions limit agglomeration and productivity in China," Journal of Development Economics, Elsevier, vol. 80(2), pages 350-388, August.
    15. Bosker, Maarten & Park, Jane & Roberts, Mark, 2021. "Definition matters. Metropolitan areas and agglomeration economies in a large-developing country," Journal of Urban Economics, Elsevier, vol. 125(C).
    16. Moretti, Enrico, 2004. "Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 175-212.
    17. Nicola Gennaioli & Rafael La Porta & Florencio Lopez De Silanes & Andrei Shleifer, 2014. "Growth in regions," Journal of Economic Growth, Springer, vol. 19(3), pages 259-309, September.
      • Nicola Gennaioli & Rafael LaPorta & Florencio Lopez-de-Silanes & Andrei Shleifer, "undated". "Growth in Regions," Working Paper 73436, Harvard University OpenScholar.
      • Nicola Gennaioli & Rafael La Porta & Florencio Lopez de Silanes & Andrei Shleifer, 2013. "Growth in Regions," NBER Working Papers 18937, National Bureau of Economic Research, Inc.
    18. Chadwick C. Curtis & Steven Lugauer & Nelson C. Mark, 2015. "Demographic Patterns and Household Saving in China," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(2), pages 58-94, April.
    19. Larry E. Jones & Alice Schoonbroodt & Michèle Tertilt, 2010. "Fertility Theories: Can They Explain the Negative Fertility-Income Relationship?," NBER Chapters, in: Demography and the Economy, pages 43-100, National Bureau of Economic Research, Inc.
    20. Rauch James E., 1993. "Productivity Gains from Geographic Concentration of Human Capital: Evidence from the Cities," Journal of Urban Economics, Elsevier, vol. 34(3), pages 380-400, November.
    21. Heinrich Hock & David Weil, 2012. "On the dynamics of the age structure, dependency, and consumption," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 1019-1043, July.
    22. Gilles Duranton, 2007. "From cities to productivity and growth in developing countries," Working Papers tecipa-306, University of Toronto, Department of Economics.
    23. Venables, Anthony J., 2017. "Breaking into tradables: Urban form and urban function in a developing city," Journal of Urban Economics, Elsevier, vol. 98(C), pages 88-97.
    24. Nicole Maestas & Kathleen J. Mullen & David Powell, 2023. "The Effect of Population Aging on Economic Growth, the Labor Force, and Productivity," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(2), pages 306-332, April.
    25. Jorge De La Roca & Diego Puga, 2017. "Learning by Working in Big Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 106-142.
    26. Adriana Kocornik-Mina & Thomas K. J. McDermott & Guy Michaels & Ferdinand Rauch, 2020. "Flooded Cities," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 35-66, April.
    27. Liddle, Brantley, 2014. "Impact of population, age structure, and urbanization on carbon emissions/energy consumption: Evidence from macro-level, cross-country analyses," MPRA Paper 61306, University Library of Munich, Germany.
    28. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    29. Venables, Anthony & Henderson, J. Vernon & Regan, Tanner, 2016. "Building the city: urban transition and institutional frictions," CEPR Discussion Papers 11211, C.E.P.R. Discussion Papers.
    30. Pierre-Philippe Combes & Sylvie Démurger & Shi Li, 2016. "Productivity gains from agglomeration and migration in Chinese cities over 2002-2013," Post-Print halshs-01420835, HAL.
    31. Jedwab,Remi Camille & Christiaensen,Luc & Gindelsky,Marina, 2015. "Demography, urbanization and development : rural push, urban pull and... urban push ?," Policy Research Working Paper Series 7333, The World Bank.
    32. Zhang, Haifeng & Zhang, Hongliang & Zhang, Junsen, 2015. "Demographic age structure and economic development: Evidence from Chinese provinces," Journal of Comparative Economics, Elsevier, vol. 43(1), pages 170-185.
    33. Glaeser, Edward L., 1999. "Learning in Cities," Journal of Urban Economics, Elsevier, vol. 46(2), pages 254-277, September.
    34. Chauvin, Juan Pablo & Glaeser, Edward & Ma, Yueran & Tobio, Kristina, 2017. "What is different about urbanization in rich and poor countries? Cities in Brazil, China, India and the United States," Journal of Urban Economics, Elsevier, vol. 98(C), pages 17-49.
    35. Henderson, Vernon & Kuncoro, Ari & Turner, Matt, 1995. "Industrial Development in Cities," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1067-1090, October.
    36. Quamrul H. Ashraf & David N. Weil & Joshua Wilde, 2011. "The Effect of Interventions to Reduce Fertility on Economic Growth," Working Papers 2011-14, Brown University, Department of Economics.
    37. Quintero,Luis E. & Roberts,Mark, 2018. "Explaining spatial variations in productivity : evidence from Latin America and the Caribbean," Policy Research Working Paper Series 8560, The World Bank.
    38. Edward L. Glaeser, 2014. "A World Of Cities: The Causes And Consequences Of Urbanization In Poorer Countries," Journal of the European Economic Association, European Economic Association, vol. 12(5), pages 1154-1199, October.
    39. repec:hoo:wpaper:e-95-4 is not listed on IDEAS
    40. Gilles Duranton, 2008. "Viewpoint: From cities to productivity and growth in developing countries," Canadian Journal of Economics, Canadian Economics Association, vol. 41(3), pages 689-736, August.
    41. Glaeser, Edward & Henderson, J. Vernon, 2017. "Urban economics for the developing World: An introduction," Journal of Urban Economics, Elsevier, vol. 98(C), pages 1-5.
    42. Nir Jaimovich & Seth Pruitt & Henry E. Siu, 2013. "The Demand for Youth: Explaining Age Differences in the Volatility of Hours," American Economic Review, American Economic Association, vol. 103(7), pages 3022-3044, December.
    43. David Lagakos & Benjamin Moll & Tommaso Porzio & Nancy Qian & Todd Schoellman, 2018. "Life-Cycle Human Capital Accumulation across Countries: Lessons from US Immigrants," Journal of Human Capital, University of Chicago Press, vol. 12(2), pages 305-342.
    44. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    45. J. Vernon Henderson, 2010. "Cities And Development," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 515-540, February.
    46. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    47. 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.
    48. Robert Shimer, 2001. "The Impact of Young Workers on the Aggregate Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 969-1007.
    49. Nicole Maestas & Kathleen J. Mullen & David Powell, 2016. "The Effect of Population Aging on Economic Growth, the Labor Force and Productivity," NBER Working Papers 22452, National Bureau of Economic Research, Inc.
    50. Steven Lugauer, 2012. "Estimating the Effect of the Age Distribution on Cyclical Output Volatility Across the United States," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 896-902, November.
    51. Jedwab, Remi & Vollrath, Dietrich, 2015. "Urbanization without growth in historical perspective," Explorations in Economic History, Elsevier, vol. 58(C), pages 1-21.
    52. Alberto F. Ades & Edward L. Glaeser, 1995. "Trade and Circuses: Explaining Urban Giants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 195-227.
    53. Fay, Marianne & Opal, Charlotte, 2000. "Urbanization without growth : a not-so-uncommon phenomenon," Policy Research Working Paper Series 2412, The World Bank.
    54. Quamrul H. Ashraf & David N. Weil & Joshua Wilde, 2011. "The Effect of Fertility Reduction on Economic Growth," Center for Development Economics 2011-07, Department of Economics, Williams College, revised Feb 2013.
    55. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    56. James Feyrer, 2007. "Demographics and Productivity," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 100-109, February.
    57. Dave Donaldson & Adam Storeygard, 2016. "The View from Above: Applications of Satellite Data in Economics," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 171-198, Fall.
    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. Bluhm, Richard & Krause, Melanie, 2022. "Top lights: Bright cities and their contribution to economic development," Journal of Development Economics, Elsevier, vol. 157(C).
    2. Jackie Parker & Greg D. Simpson, 2020. "A Theoretical Framework for Bolstering Human-Nature Connections and Urban Resilience via Green Infrastructure," Land, MDPI, vol. 9(8), pages 1-20, July.
    3. Bluhm, Richard & Krause, Melanie, 2022. "Top lights: Bright cities and their contribution to economic development," Journal of Development Economics, Elsevier, vol. 157(C).

    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. Jedwab, Remi & Pereira, Daniel & Roberts, Mark, 2021. "Cities of workers, children or seniors? Stylized facts and possible implications for growth in a global sample of cities," Regional Science and Urban Economics, Elsevier, vol. 87(C).
    2. Remi Jedwab & Mr. Prakash Loungani & Anthony Yezer, 2019. "How Should We Measure City Size? Theory and Evidence Within and Across Rich and Poor Countries," IMF Working Papers 2019/203, International Monetary Fund.
    3. Christian Düben & Melanie Krause, 2021. "Population, light, and the size distribution of cities," Journal of Regional Science, Wiley Blackwell, vol. 61(1), pages 189-211, January.
    4. Chauvin, Juan Pablo & Glaeser, Edward & Ma, Yueran & Tobio, Kristina, 2017. "What is different about urbanization in rich and poor countries? Cities in Brazil, China, India and the United States," Journal of Urban Economics, Elsevier, vol. 98(C), pages 17-49.
    5. Bluhm, Richard & Krause, Melanie, 2022. "Top lights: Bright cities and their contribution to economic development," Journal of Development Economics, Elsevier, vol. 157(C).
    6. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    7. Jedwab, Remi & Loungani, Prakash & Yezer, Anthony, 2021. "Comparing cities in developed and developing countries: Population, land area, building height and crowding," Regional Science and Urban Economics, Elsevier, vol. 86(C).
    8. Jedwab, Remi & Vollrath, Dietrich, 2015. "Urbanization without growth in historical perspective," Explorations in Economic History, Elsevier, vol. 58(C), pages 1-21.
    9. 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.
    10. Grover, Arti & Lall, Somik & Timmis, Jonathan, 2023. "Agglomeration economies in developing countries: A meta-analysis," Regional Science and Urban Economics, Elsevier, vol. 101(C).
    11. Wei Tang & Geoffrey J.D. Hewings, 2017. "Do city–county mergers in China promote local economic development?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 25(3), pages 439-469, July.
    12. Sabyasachi Tripathi, 2013. "Do Large Agglomerations Lead To Economic Growth? Evidence From Urban India," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 25(3), pages 176-200, November.
    13. 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.
    14. Chadwick C. Curtis & Steven Lugauer & Nelson C. Mark, 2015. "Demographic Patterns and Household Saving in China," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(2), pages 58-94, April.
    15. Stef Proost & Jacques-François Thisse, 2019. "What Can Be Learned from Spatial Economics?," Journal of Economic Literature, American Economic Association, vol. 57(3), pages 575-643, September.
    16. repec:hal:spmain:info:hdl:2441/1kv8mtgl748r0ahh12air9erdc is not listed on IDEAS
    17. Susanne A. Frick & Andrés Rodríguez-Pose, 2016. "Average city size and economic growth," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(2), pages 301-318.
    18. Giulio Cainelli & Carlo Ciccarelli & Roberto Ganau, 2021. "Administrative reforms, urban hierarchy, and local population growth. Lessons from Italian unification," Papers in Evolutionary Economic Geography (PEEG) 2109, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2021.
    19. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," 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 349-404, Elsevier.
    20. Castells-Quintana, David & Dienesch, Elisa & Krause, Melanie, 2021. "Air pollution in an urban world: A global view on density, cities and emissions," Ecological Economics, Elsevier, vol. 189(C).
    21. William C. Strange, 2009. "Viewpoint: Agglomeration research in the age of disaggregation," Canadian Journal of Economics, Canadian Economics Association, vol. 42(1), pages 1-27, February.

    More about this item

    Keywords

    Urbanization; Cities; Age Structure; Dependency Ratios; Children; Ageing; Demographic Cycles; Agglomeration Effects; Human Capital; Growth; Development;
    All these keywords.

    JEL classification:

    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R19 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Other
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • N30 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - General, International, or Comparative

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:gwi:wpaper:2019-13. 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: Kyle Renner (email available below). General contact details of provider: https://edirc.repec.org/data/iigwuus.html .

    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.