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Global population growth, technology, and Malthusian constraints: a quantitative growth theoretic perspective

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  • Bruno Lanz
  • Simon Diet
  • Tim Swanson

Abstract

We study the interactions between global population, technological progress, per capita income, the demand for food, and agricultural land expansion over the period 1960 to 2100. We formulate a two-sector Schumpeterian growth model with a Barro-Becker representation of endogenous fertility. A manufacturing sector provides a consumption good and an agricultural sector provides food to sustain contemporaneous population. Total land area available for agricultural production is finite, and the marginal cost of agricultural land conversion is increasing with the amount of land already converted, creating a potential constraint to population growth. Using 1960 to 2010 data on world population, GDP, total factor productivity growth and crop land area, we structurally estimate the parameters determining the cost of fertility, technological progress and land conversion. The model closely fits observed trajectories, and we employ the model to make projections from 2010 to 2100. Our results suggest a population slightly below 10 billion by 2050, further growing to 12 billion by 2100. As population and per capita income grow, the demand for agricultural output increases by almost 70% in 2050 relative to 2010. However, agricultural land area stabilizes by 2050 at roughly 10 percent above the 2010 level: growth in agricultural output mainly relies on technological progress and capital accumulation.

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  • Bruno Lanz & Simon Diet & Tim Swanson, 2014. "Global population growth, technology, and Malthusian constraints: a quantitative growth theoretic perspective," GRI Working Papers 161, Grantham Research Institute on Climate Change and the Environment.
  • Handle: RePEc:lsg:lsgwps:wp161
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    1. Markus Brueckner & Hannes Schwandt, 2015. "Income and Population Growth," Economic Journal, Royal Economic Society, vol. 125(589), pages 1653-1676, December.
    2. Holger Strulik & Klaus Prettner & Alexia Prskawetz, 2013. "The past and future of knowledge-based growth," Journal of Economic Growth, Springer, vol. 18(4), pages 411-437, December.
    3. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    4. Strulik, Holger & Vollmer, Sebastian, 2010. "The Fertility Transition Around the World - 1950-2005," Hannover Economic Papers (HEP) dp-443, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    5. Thomas, Duncan & Strauss, John, 1997. "Health and wages: Evidence on men and women in urban Brazil," Journal of Econometrics, Elsevier, vol. 77(1), pages 159-185, March.
    6. Jones Charles I., 2001. "Was an Industrial Revolution Inevitable? Economic Growth Over the Very Long Run," The B.E. Journal of Macroeconomics, De Gruyter, vol. 1(2), pages 1-45, August.
    7. Kenneth L. Judd, 1998. "Numerical Methods in Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262100711, April.
    8. Guvenen, Fatih, 2006. "Reconciling conflicting evidence on the elasticity of intertemporal substitution: A macroeconomic perspective," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1451-1472, October.
    9. Wilde, Joshua, 2012. "How substitutable are fixed factors in production? evidence from pre-industrial England," MPRA Paper 39278, University Library of Munich, Germany.
    10. Jones, Charles I & Williams, John C, 2000. "Too Much of a Good Thing? The Economics of Investment in R&D," Journal of Economic Growth, Springer, vol. 5(1), pages 65-85, March.
    11. Dierk Herzer & Holger Strulik & Sebastian Vollmer, 2012. "The long-run determinants of fertility: one century of demographic change 1900–1999," Journal of Economic Growth, Springer, vol. 17(4), pages 357-385, December.
    12. Subramanian, Shankar & Deaton, Angus, 1996. "The Demand for Food and Calories," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 133-162, February.
    13. Holger Strulik & Sebastian Vollmer, 2015. "The fertility transition around the world," Journal of Population Economics, Springer;European Society for Population Economics, vol. 28(1), pages 31-44, January.
    14. Larry Jones & Alice Schoonbrodt, 2016. "Baby Busts and Baby Booms: The Fertility Response to Shocks in Dynastic Models," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 22, pages 157-178, October.
    15. Rosenzweig, Mark R, 1990. "Population Growth and Human Capital Investments: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 38-70, October.
    16. 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.
    17. Pietro Peretto & Simone Valente, 2015. "Growth on a finite planet: resources, technology and population in the long run," Journal of Economic Growth, Springer, vol. 20(3), pages 305-331, September.
    18. Angus Chu & Guido Cozzi & Chih-Hsing Liao, 2013. "Endogenous fertility and human capital in a Schumpeterian growth model," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(1), pages 181-202, January.
    19. Peretto, Pietro F, 1998. "Technological Change and Population Growth," Journal of Economic Growth, Springer, vol. 3(4), pages 283-311, December.
    20. Galor, Oded, 2005. "From Stagnation to Growth: Unified Growth Theory," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 4, pages 171-293, Elsevier.
    21. L. Rachel Ngai & Christopher A. Pissarides, 2007. "Structural Change in a Multisector Model of Growth," American Economic Review, American Economic Association, vol. 97(1), pages 429-443, March.
    22. Julian M. Alston & Philip G. Pardey, 2014. "Agriculture in the Global Economy," Journal of Economic Perspectives, American Economic Association, vol. 28(1), pages 121-146, Winter.
    23. Thomas Baudin, 2011. "Family Policies: What Does the Standard Endogenous Fertility Model Tell Us?," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 13(4), pages 555-593, August.
    24. Frederic Tournemaine & Pongsak Luangaram, 2012. "R&D, human capital, fertility, and growth," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 923-953, July.
    25. Gary D. Hansen & Edward C. Prescott, 2002. "Malthus to Solow," American Economic Review, American Economic Association, vol. 92(4), pages 1205-1217, September.
    26. Quamrul H. Ashraf & David N. Weil & Joshua Wilde, 2011. "The Effect of Interventions to Reduce Fertility on Economic Growth," NBER Working Papers 17377, National Bureau of Economic Research, Inc.
    27. repec:fth:sotoec:0031 is not listed on IDEAS
    28. Lucas Bretschger, 2013. "Population Growth and Natural-Resource Scarcity: Long-Run Development under Seemingly Unfavorable Conditions," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(3), pages 722-755, July.
    29. Douglas Gollin, 2002. "Getting Income Shares Right," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 458-474, April.
    30. Xavier Mateos-Planas, 2002. "The Demographic Transition in Europe: A Neoclassical Dynastic Approach," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(3), pages 646-680, July.
    31. Abhijit V. Banerjee & Esther Duflo, 2007. "The Economic Lives of the Poor," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 141-168, Winter.
    32. Barro, Robert J & Becker, Gary S, 1989. "Fertility Choice in a Model of Economic Growth," Econometrica, Econometric Society, vol. 57(2), pages 481-501, March.
    33. Omer Moav, 2005. "Cheap Children and the Persistence of Poverty," Economic Journal, Royal Economic Society, vol. 115(500), pages 88-110, January.
    34. Francesco Caselli & James Feyrer, 2007. "The Marginal Product of Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 535-568.
    35. Echevarria, Cristina, 1997. "Changes in Sectoral Composition Associated with Economic Growth," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(2), pages 431-452, May.
    36. Holger Strulik, 2005. "The Role of Human Capital and Population Growth in R&D‐based Models of Economic Growth," Review of International Economics, Wiley Blackwell, vol. 13(1), pages 129-145, February.
    37. Dietrich Vollrath, 2011. "The agricultural basis of comparative development," Journal of Economic Growth, Springer, vol. 16(4), pages 343-370, December.
    38. Quamrul H. Ashraf & Ashley Lester & David N. Weil, 2009. "When Does Improving Health Raise GDP?," NBER Chapters, in: NBER Macroeconomics Annual 2008, Volume 23, pages 157-204, National Bureau of Economic Research, Inc.
    39. Larry E. Jones & Alice Schoonbroodt, 2010. "Complements Versus Substitutes And Trends In Fertility Choice In Dynastic Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 671-699, August.
    40. Jochen Mierau & Stephen Turnovsky, 2014. "Capital accumulation and the sources of demographic change," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(3), pages 857-894, July.
    41. Timothy K.M. Beatty & Jeffrey T. LaFrance, 2005. "United States Demand for Food and Nutrition in the Twentieth Century," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1159-1166.
    42. Sharp, Paul & Strulik, Holger & Weisdorf, Jacob, 2012. "The determinants of income in a Malthusian equilibrium," Journal of Development Economics, Elsevier, vol. 97(1), pages 112-117.
    43. Daron Acemoglu, 2002. "Directed Technical Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 781-809.
    44. Alwyn Young, 1998. "Growth without Scale Effects," Journal of Political Economy, University of Chicago Press, vol. 106(1), pages 41-63, February.
    45. Matthias Doepke, 2005. "Child mortality and fertility decline: Does the Barro-Becker model fit the facts?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(2), pages 337-366, June.
    46. Kawagoe, Toshihiko & Otsuka, Keijiro & Hayami, Yujiro, 1986. "Induced Bias of Technical Change in Agriculture: The United States and Japan, 1880-1980," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 523-544, June.
    47. Fernando Alvarez, 1999. "Social Mobility: The Barro-Becker Children Meet the Laitner-Loury Dynasties," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 2(1), pages 65-103, January.
    48. Christopher Laincz & Pietro Peretto, 2006. "Scale effects in endogenous growth theory: an error of aggregation not specification," Journal of Economic Growth, Springer, vol. 11(3), pages 263-288, September.
    49. Strulik, Holger & Weisdorf, Jacob, 2014. "How Child Costs And Survival Shaped The Industrial Revolution And The Demographic Transition," Macroeconomic Dynamics, Cambridge University Press, vol. 18(1), pages 114-144, January.
    50. Claudia Goldin & Lawrence F. Katz, 1998. "The Origins of Technology-Skill Complementarity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 693-732.
    51. Logan, Trevon D., 2009. "The Transformation of Hunger: The Demand for Calories Past and Present," The Journal of Economic History, Cambridge University Press, vol. 69(2), pages 388-408, June.
    52. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, vol. 90(4), pages 806-828, September.
    53. Elias Dinopoulos & Peter Thompson, 1999. "Scale effects in Schumpeterian models of economic growth," Journal of Evolutionary Economics, Springer, vol. 9(2), pages 157-185.
    54. Joonkyung Ha & Peter Howitt, 2007. "Accounting for Trends in Productivity and R&D: A Schumpeterian Critique of Semi-Endogenous Growth Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(4), pages 733-774, June.
    55. Larry Jones & Alice Schoonbrodt, 2016. "Baby Busts and Baby Booms: The Fertility Response to Shocks in Dynastic Models," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 22, pages 157-178, October.
    56. Holger Strulik & Jacob Weisdorf, 2008. "Population, food, and knowledge: a simple unified growth theory," Journal of Economic Growth, Springer, vol. 13(3), pages 195-216, September.
    57. Michael Bar & Oksana Leukhina, 2010. "Demographic Transition and Industrial Revolution: A Macroeconomic Investigation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(2), pages 424-451, April.
    58. Gary S. Becker, 1960. "An Economic Analysis of Fertility," NBER Chapters, in: Demographic and Economic Change in Developed Countries, pages 209-240, National Bureau of Economic Research, Inc.
    59. Dinopoulos, Elias & Thompson, Peter, 1998. "Schumpeterian Growth without Scale Effects," Journal of Economic Growth, Springer, vol. 3(4), pages 313-335, December.
    60. Martin, Will & Mitra, Devashish, 2001. "Productivity Growth and Convergence in Agriculture versus Manufacturing," Economic Development and Cultural Change, University of Chicago Press, vol. 49(2), pages 403-422, January.
    61. Keith O. Fuglie, 2008. "Is a slowdown in agricultural productivity growth contributing to the rise in commodity prices?," Agricultural Economics, International Association of Agricultural Economists, vol. 39(s1), pages 431-441, November.
    62. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
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    JEL classification:

    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • Q15 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Land Ownership and Tenure; Land Reform; Land Use; Irrigation; Agriculture and Environment
    • Q24 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Land
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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