IDEAS home Printed from https://ideas.repec.org/p/gwi/wpaper/2015-7.html
   My bibliography  Save this paper

Urbanization without Growth in Historical Perspective

Author

Listed:
  • Remi Jedwab

    (Department of Economics/Institute for International Economic Policy, George Washington University)

  • Dietrich Vollrath

Abstract

The world is becoming more and more urbanized at every income level, and there has been a dramatic increase in the number of mega-cities in the developing world. This has led scholars to believe that development and urbanization are not always correlated, either across space or over time. In this paper, we use historical data at both the country level and city level over the five centuries between 1500-2010 to revisit the topic of “urbanization without growth” (Fay & Opal, 2000). In particular, we first establish that, although urbanization and income remain highly correlated within any given year, urbanization is 25-30 percentage points higher in 2010 than in 1500 at every level of income per capita. Second, while historically this shift in urbanization rates was more noticeable at the upper tail of the income distribution, i.e. for richer countries, it is now particularly visible at the lower tail, i.e. for poorer countries. Third, these patterns suggest that different factors may have explained the shift in different periods of time. We use the discussion of these factors as an opportunity to provide a survey of the literature and summarize our knowledge of what drives the urbanization process over time.

Suggested Citation

  • Remi Jedwab & Dietrich Vollrath, 2015. "Urbanization without Growth in Historical Perspective," Working Papers 2015-7, The George Washington University, Institute for International Economic Policy.
  • Handle: RePEc:gwi:wpaper:2015-7
    as

    Download full text from publisher

    File URL: http://www.gwu.edu/~iiep/assets/docs/papers/2015WP/RemiJedwabIIEPWP20157.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Daron Acemoglu & Simon Johnson & James Robinson, 2005. "The Rise of Europe: Atlantic Trade, Institutional Change, and Economic Growth," American Economic Review, American Economic Association, vol. 95(3), pages 546-579, June.
    2. 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.
    3. Ghani, Ejaz (ed.), 2010. "The Service Revolution in South Asia," OUP Catalogue, Oxford University Press, number 9780198065111.
    4. Mesbah Motamed & Raymond Florax & William Masters, 2014. "Agriculture, transportation and the timing of urbanization: Global analysis at the grid cell level," Journal of Economic Growth, Springer, vol. 19(3), pages 339-368, September.
    5. 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.
    6. Henderson, Vernon & Lee, Todd & Lee, Yung Joon, 2001. "Scale Externalities in Korea," Journal of Urban Economics, Elsevier, vol. 49(3), pages 479-504, May.
    7. Antonio Saravia & Carlos Gustavo Machicado & Felix Rioja, 2014. "Productivity, Structural Change and Latin American Development," Review of Development Economics, Wiley Blackwell, vol. 18(3), pages 610-624, August.
    8. Sukkoo Kim, 2006. "Division of Labor and the Rise of Cities: Evidence from U.S. Industrialization, 1850-1880," NBER Working Papers 12246, National Bureau of Economic Research, Inc.
    9. Edward L. Glaeser, Jed Kolko, and Albert Saiz, 2001. "Consumer city," Journal of Economic Geography, Oxford University Press, vol. 1(1), pages 27-50, January.
    10. Uwe Deichmann & Somik V. Lall & Stephen J. Redding & Anthony J. Venables, 2008. "Industrial Location in Developing Countries," The World Bank Research Observer, World Bank, vol. 23(2), pages 219-246, May.
    11. Lall, Somik V. & Shalizi, Zmarak & Deichmann, Uwe, 2004. "Agglomeration economies and productivity in Indian industry," Journal of Development Economics, Elsevier, vol. 73(2), pages 643-673, April.
    12. Nathan Nunn & Nancy Qian, 2011. "The Potato's Contribution to Population and Urbanization: Evidence From A Historical Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 593-650.
    13. Allen, Robert C. & Murphy, Tommy E. & Schneider, Eric B., 2012. "The Colonial Origins of the Divergence in the Americas: A Labor Market Approach," The Journal of Economic History, Cambridge University Press, vol. 72(4), pages 863-894, December.
    14. Gollin, Douglas & Parente, Stephen L. & Rogerson, Richard, 2007. "The food problem and the evolution of international income levels," Journal of Monetary Economics, Elsevier, vol. 54(4), pages 1230-1255, May.
    15. Barrios, Salvador & Bertinelli, Luisito & Strobl, Eric, 2006. "Climatic change and rural-urban migration: The case of sub-Saharan Africa," Journal of Urban Economics, Elsevier, vol. 60(3), pages 357-371, November.
    16. Daron Acemoglu & Simon Johnson, 2007. "Disease and Development: The Effect of Life Expectancy on Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 115(6), pages 925-985, December.
    17. Ghani, Ejaz & Kharas, Homi, 2010. "The Service Revolution," World Bank - Economic Premise, The World Bank, issue 14, pages 1-5, May.
    18. Hans-Joachim Voth, 2013. "The Three Horsemen of Riches: Plague, War, and Urbanization in Early Modern Europe," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(2), pages 774-811.
    19. Fogel,Robert William, 2004. "The Escape from Hunger and Premature Death, 1700–2100," Cambridge Books, Cambridge University Press, number 9780521808781.
    20. Davis, James C. & Henderson, J. Vernon, 2003. "Evidence on the political economy of the urbanization process," Journal of Urban Economics, Elsevier, vol. 53(1), pages 98-125, January.
    21. Douglas Gollin & Remi Jedwab & Dietrich Vollrath, 2016. "Urbanization with and without industrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 35-70, March.
    22. Chun-Chung Au & J. Vernon Henderson, 2006. "Are Chinese Cities Too Small?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 549-576.
    23. Glaeser, Edward L. & Shapiro, Jesse M., 2002. "Cities and Warfare: The Impact of Terrorism on Urban Form," Journal of Urban Economics, Elsevier, vol. 51(2), pages 205-224, March.
    24. Francisco J. Buera & Joseph P. Kaboski, 2012. "The Rise of the Service Economy," American Economic Review, American Economic Association, vol. 102(6), pages 2540-2569, October.
    25. Rappaport, Jordan & Sachs, Jeffrey D, 2003. "The United States as a Coastal Nation," Journal of Economic Growth, Springer, vol. 8(1), pages 5-46, March.
    26. Tiago Cavalcanti & Daniel Mata & Frederik Toscani, 2019. "Winning the oil lottery: the impact of natural resource extraction on growth," Journal of Economic Growth, Springer, vol. 24(1), pages 79-115, March.
    27. Poelhekke, Steven, 2011. "Urban growth and uninsured rural risk: Booming towns in bust times," Journal of Development Economics, Elsevier, vol. 96(2), pages 461-475, November.
    28. Angus Deaton & Alan Heston, 2010. "Understanding PPPs and PPP-Based National Accounts," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(4), pages 1-35, October.
    29. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    30. Kim, Sukkoo & Margo, Robert A., 2004. "Historical perspectives on U.S. economic geography," 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 66, pages 2981-3019, Elsevier.
    31. Maddison, Angus, 2007. "Contours of the World Economy 1-2030 AD: Essays in Macro-Economic History," OUP Catalogue, Oxford University Press, number 9780199227204.
    32. Robert C. Allen & Jean-Pascal Bassino & Debin Ma & Christine Moll-Murata & Jan Luiten Van Zanden, 2011. "Wages, prices, and living standards in China, 1738–1925: in comparison with Europe, Japan, and India," Economic History Review, Economic History Society, vol. 64, pages 8-38, February.
    33. Douglas Gollin & Stephen Parente & Richard Rogerson, 2002. "The Role of Agriculture in Development," American Economic Review, American Economic Association, vol. 92(2), pages 160-164, May.
    34. Roback, Jennifer, 1988. "Wages, Rents, and Amenities: Differences among Workers and Regions," Economic Inquiry, Western Economic Association International, vol. 26(1), pages 23-41, January.
    35. Remi Jedwab & Alexander Moradi, 2016. "The Permanent Effects of Transportation Revolutions in Poor Countries: Evidence from Africa," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 268-284, May.
    36. Jeremiah E. Dittmar, 2011. "Information Technology and Economic Change: The Impact of The Printing Press," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1133-1172.
    37. Edward L. Glaeser & Joseph Gyourko, 2005. "Urban Decline and Durable Housing," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 345-375, April.
    38. Gilles Duranton, 2007. "From cities to productivity and growth in developing countries," Working Papers tecipa-306, University of Toronto, Department of Economics.
    39. Uy, Timothy & Yi, Kei-Mu & Zhang, Jing, 2013. "Structural change in an open economy," Journal of Monetary Economics, Elsevier, vol. 60(6), pages 667-682.
    40. Jerven, Morten, 2014. "Economic Growth and Measurement Reconsidered in Botswana, Kenya, Tanzania, and Zambia, 1965-1995," OUP Catalogue, Oxford University Press, number 9780199689910.
    41. repec:hoo:wpaper:e-92-3 is not listed on IDEAS
    42. XuYi & Bas van Leeuwen & Jan Luiten van Zanden, 2015. "Urbanization in China, ca. 1100–1900," Working Papers 0063, Utrecht University, Centre for Global Economic History.
    43. Williamson,Jeffrey G., 1990. "Coping with City Growth during the British Industrial Revolution," Cambridge Books, Cambridge University Press, number 9780521364805.
    44. De Long, J Bradford & Shleifer, Andrei, 1993. "Princes and Merchants: European City Growth before the Industrial Revolution," Journal of Law and Economics, University of Chicago Press, vol. 36(2), pages 671-702, October.
    45. Sukkoo Kim, 2006. "Division of labor and the rise of cities: evidence from US industrialization, 1850--1880," Journal of Economic Geography, Oxford University Press, vol. 6(4), pages 469-491, August.
    46. World Bank, 2009. "Geography in Motion: World Development Report 2009 (excerpt)," Transnational Corporations Review, Ottawa United Learning Academy, vol. 1(3), pages 40-46, September.
    47. Alwyn Young, 2012. "The African Growth Miracle," Journal of Political Economy, University of Chicago Press, vol. 120(4), pages 696-739.
    48. Guy Michaels & Ferdinand Rauch & Stephen J. Redding, 2012. "Urbanization and Structural Transformation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 535-586.
    49. Daron Acemoglu & Simon Johnson & James A. Robinson, 2002. "Reversal of Fortune: Geography and Institutions in the Making of the Modern World Income Distribution," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1231-1294.
    50. Edward L. Glaeser & Joshua D. Gottlieb, 2009. "The Wealth of Cities: Agglomeration Economies and Spatial Equilibrium in the United States," Journal of Economic Literature, American Economic Association, vol. 47(4), pages 983-1028, December.
    51. Gary D. Hansen & Edward C. Prescott, 2002. "Malthus to Solow," American Economic Review, American Economic Association, vol. 92(4), pages 1205-1217, September.
    52. William D. Nordhaus, 1996. "Do Real-Output and Real-Wage Measures Capture Reality? The History of Lighting Suggests Not," NBER Chapters, in: The Economics of New Goods, pages 27-70, National Bureau of Economic Research, Inc.
    53. Alwyn Young, 2012. "The African Growth Miracle," NBER Working Papers 18490, National Bureau of Economic Research, Inc.
    54. Matsuyama, Kiminori, 1992. "Agricultural productivity, comparative advantage, and economic growth," Journal of Economic Theory, Elsevier, vol. 58(2), pages 317-334, December.
    55. Jutta Bolt & Jan Luiten Zanden, 2014. "The Maddison Project: collaborative research on historical national accounts," Economic History Review, Economic History Society, vol. 67(3), pages 627-651, August.
    56. Francesco Caselli & Wilbur John Coleman II, 2001. "The U.S. Structural Transformation and Regional Convergence: A Reinterpretation," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 584-616, June.
    57. 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.
    58. Mark Dincecco & Massimiliano Gaetano Onorato, 2016. "Military conflict and the rise of urban Europe," Journal of Economic Growth, Springer, vol. 21(3), pages 259-282, September.
    59. Henry Overman & Anthony J. Venables, 2005. "Cities in the Developing World," CEP Discussion Papers dp0695, Centre for Economic Performance, LSE.
    60. Frankema, Ewout & Waijenburg, Marlous Van, 2012. "Structural Impediments to African Growth? New Evidence from Real Wages in British Africa, 1880–1965," The Journal of Economic History, Cambridge University Press, vol. 72(4), pages 895-926, December.
    61. Gregory Clark & Neil Cummins, 2009. "Urbanization, Mortality, and Fertility in Malthusian England," American Economic Review, American Economic Association, vol. 99(2), pages 242-247, May.
    62. Potts, Deborah, 2012. "Challenging the Myths of Urban Dynamics in Sub-Saharan Africa: The Evidence from Nigeria," World Development, Elsevier, vol. 40(7), pages 1382-1393.
    63. repec:ial:wpaper:7/2013 is not listed on IDEAS
    64. J. Vernon Henderson, 2010. "Cities And Development," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 515-540, February.
    65. 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.
    66. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237, December.
    67. Edward L. Glaeser, 2013. "A World of Cities: The Causes and Consequences of Urbanization in Poorer Countries," NBER Working Papers 19745, National Bureau of Economic Research, Inc.
    68. Bert F. Hoselitz, 1953. "The Role of Cities in the Economic Growth of Underdeveloped Countries," Journal of Political Economy, University of Chicago Press, vol. 61(3), pages 195-195.
    69. Francisco Alvarez-Cuadrado & Markus Poschke, 2011. "Structural Change Out of Agriculture: Labor Push versus Labor Pull," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(3), pages 127-158, July.
    70. Rogers, Andrei & Williamson, Jeffrey G, 1982. "Migration, Urbanization, and Third World Development: An Overview," Economic Development and Cultural Change, University of Chicago Press, vol. 30(3), pages 463-482, April.
    71. Allen,Robert C., 2009. "The British Industrial Revolution in Global Perspective," Cambridge Books, Cambridge University Press, number 9780521868273.
    72. Henderson, J. Vernon, 2005. "Urbanization and Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 24, pages 1543-1591, Elsevier.
    73. Gilles Duranton, 2015. "Growing through Cities in Developing Countries," The World Bank Research Observer, World Bank, vol. 30(1), pages 39-73.
    74. Anthony J. Venables, 2010. "Economic geography and African development," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 469-483, August.
    75. Nico Voigtlander & Hans-Joachim Voth, 2009. "Malthusian Dynamism and the Rise of Europe: Make War, Not Love," American Economic Review, American Economic Association, vol. 99(2), pages 248-254, May.
    76. Barry Bosworth & Susan M. Collins, 2008. "Accounting for Growth: Comparing China and India," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 45-66, Winter.
    77. 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.
    78. Robert E. Lucas, Jr., 2004. "Life Earnings and Rural-Urban Migration," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 29-59, February.
    79. Fay, Marianne & Opal, Charlotte, 2000. "Urbanization without growth : a not-so-uncommon phenomenon," Policy Research Working Paper Series 2412, The World Bank.
    80. Andrei Rogers, 1978. "Migration, Urbanization, Resources & Development, and discussions," NBER Chapters, in: Alternatives for Growth: The Engineering and Economics of Natural Resources Development, pages 147-238, National Bureau of Economic Research, Inc.
    81. Henderson, J. Vernon & Roberts, Mark & Storeygard, Adam, 2013. "Is urbanization in Sub-Saharan Africa different ?," Policy Research Working Paper Series 6481, The World Bank.
    82. Sukkoo Kim, 2007. "Immigration, Industrial Revolution and Urban Growth in the United States, 1820-1920: Factor Endowments, Technology and Geography," NBER Working Papers 12900, National Bureau of Economic Research, Inc.
    83. 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.
    84. John S. Felkner & Robert M. Townsend, 2011. "The Geographic Concentration of Enterprise in Developing Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 2005-2061.
    Full references (including those not matched with items on IDEAS)

    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. Douglas Gollin & Remi Jedwab & Dietrich Vollrath, 2016. "Urbanization with and without industrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 35-70, March.
    2. Desmet, Klaus & Henderson, J. Vernon, 2015. "The Geography of Development Within Countries," 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 1457-1517, Elsevier.
    3. 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.
    4. Gilles Duranton, 2007. "From cities to productivity and growth in developing countries," Working Papers tecipa-306, University of Toronto, Department of Economics.
    5. Abbas, Syed Ali & Selvanathan, Saroja & Selvanathan, Eliyathamby A., 2023. "Structural transformation, urbanization, and remittances in developing countries: A panel VAR analysis," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 55-69.
    6. Hanlon, W.Walker & Heblich, Stephan, 2022. "History and urban economics," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    7. Jedwab, Remi & Johnson, Noel D. & Koyama, Mark, 2022. "Medieval cities through the lens of urban economics," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    8. J. Vernon Henderson & Sebastian Kriticos, 2018. "The Development of the African System of Cities," Annual Review of Economics, Annual Reviews, vol. 10(1), pages 287-314, August.
    9. 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.
    10. Remi Jedwab & Noel D. Johnson & Mark Koyama, 2020. "Medieval Cities Through the Lens of Urban Economic Theories," Working Papers 2020-9, The George Washington University, Institute for International Economic Policy.
    11. 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.
    12. 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.
    13. 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.
    14. Frick, Susanne A. & Rodríguez-Pose, Andrés, 2018. "Change in urban concentration and economic growth," World Development, Elsevier, vol. 105(C), pages 156-170.
    15. Jedwab,Remi Camille & Pereira,Daniel & Roberts,Mark, 2019. "Cities of Workers, Children, or Seniors? Age Structure and Economic Growth in a Global Cross-Section of Cities," Policy Research Working Paper Series 9040, The World Bank.
    16. T. Ryan Johnson & Dietrich Vollrath, 2020. "The Role of Land in Temperate and Tropical Agriculture," Economica, London School of Economics and Political Science, vol. 87(348), pages 901-937, October.
    17. Animashaun, Jubril O. & Emediegwu, Lotanna E., 2023. "Rural-to-Urban Migration (RUM) and Women’s Work in Nigerian Households," 2023 Annual Meeting, July 23-25, Washington D.C. 335503, Agricultural and Applied Economics Association.
    18. Brueckner, Jan K. & Lall, Somik V., 2015. "Cities in Developing Countries," 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 1399-1455, Elsevier.
    19. Sanghamitra Bandyopadhyay & Elliott Green, 2018. "Urbanization and mortality decline," Journal of Regional Science, Wiley Blackwell, vol. 58(2), pages 483-503, March.
    20. Ju, Jiandong & Lin, Justin Yifu & Wang, Yong, 2015. "Endowment structures, industrial dynamics, and economic growth," Journal of Monetary Economics, Elsevier, vol. 76(C), pages 244-263.

    More about this item

    Keywords

    Urbanization without Growth; Economic Development; Megacities; Urban Poverty; Urbanization;
    All these keywords.

    JEL classification:

    • N9 - Economic History - - Regional and Urban History
    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

    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:2015-7. 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.