Nothing Special   »   [go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/wly/iecrev/v58y2017i3p973-1006.html
   My bibliography  Save this article

Global Population Growth, Technology, And Malthusian Constraints: A Quantitative Growth Theoretic Perspective

Author

Listed:
  • Bruno Lanz
  • Simon Dietz
  • Timothy Swanson
Abstract
We structurally estimate a two‐sector Schumpeterian growth model with endogenous population and finite land reserves to study the long‐run evolution of global population, technological progress, and the demand for food. The estimated model closely replicates trajectories for world population, GDP, sectoral productivity growth, and crop land area from 1960 to 2010. Projections from 2010 onward show a slowdown of technological progress, and, because it is a key determinant of fertility costs, significant population growth. By 2100, global population reaches 12.4 billion and agricultural production doubles, but the land constraint does not bind because of capital investment and technological progress.

Suggested Citation

  • Bruno Lanz & Simon Dietz & Timothy Swanson, 2017. "Global Population Growth, Technology, And Malthusian Constraints: A Quantitative Growth Theoretic Perspective," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 58(3), pages 973-1006, August.
    • Handle: RePEc:wly:iecrev:v:58:y:2017:i:3:p:973-1006
    DOI: 10.1111/iere.12242
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/iere.12242
    Download Restriction: no
    File URL: https://libkey.io/10.1111/iere.12242?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Will global population level off soon?
      by nawmsayn in ZeeConomics on 2014-09-06 02:02:01

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Brausmann, Alexandra & Bretschger, Lucas, 2018. "Economic development on a finite planet with stochastic soil degradation," European Economic Review, Elsevier, vol. 108(C), pages 1-19.
    2. Maryia Mandryk & Jonathan Doelman & Elke Stehfest, 2015. "Assessment of global land availability: land supply for agriculture," FOODSECURE Technical papers 7, LEI Wageningen UR.
    3. Bruno Lanz & Simon Dietz & Tim Swanson, 2018. "Global Economic Growth and Agricultural Land Conversion under Uncertain Productivity Improvements in Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(2), pages 545-569.
    4. Lehmann-Hasemeyer, Sibylle & Prettner, Klaus & Tscheuschner, Paul, 2023. "The scientific revolution and its implications for long-run economic development," World Development, Elsevier, vol. 168(C).
    5. Lanz, Bruno & Dietz, Simon & Swanson, Tim, 2018. "The Expansion of Modern Agriculture and Global Biodiversity Decline: An Integrated Assessment," Ecological Economics, Elsevier, vol. 144(C), pages 260-277.
    6. Bruno Lanz & Simon Dietz & Tim Swanson, 2016. "Economic growth and agricultural land conversion under uncertain productivity improvements in agriculture," FOODSECURE Working papers 53, LEI Wageningen UR.
    7. Lucas Bretschger & Karen Pittel, 2020. "Twenty Key Challenges in Environmental and Resource Economics," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 77(4), pages 725-750, December.
    8. Pedro Naso; Ozgun Haznedar; Bruno Lanz; Timothy Swanson, 2021. "Food Security in the Long-Run:A Macroeconomic Approach to Land Use Policy," CIES Research Paper series 71-2021, Centre for International Environmental Studies, The Graduate Institute.
    9. Peretto, Pietro & Valente, Simone, 2024. "Sustainable Growth and Secular Trends," MPRA Paper 120828, University Library of Munich, Germany.
    10. Bretschger, Lucas, 2020. "Malthus in the light of climate change," European Economic Review, Elsevier, vol. 127(C).
    11. Naso, Pedro & Lanz, Bruno & Swanson, Tim, 2020. "The return of Malthus? Resource constraints in an era of declining population growth," European Economic Review, Elsevier, vol. 128(C).
    12. Lupi, Veronica & Marsiglio, Simone, 2021. "Population growth and climate change: A dynamic integrated climate-economy-demography model," Ecological Economics, Elsevier, vol. 184(C).
    13. Naso, Pedro & Haznedar, Ozgun & Lanz, Bruno & Swanson, Tim, 2022. "A macroeconomic approach to global land use policy," Resource and Energy Economics, Elsevier, vol. 69(C).
    14. Chen, Y.-H. Henry & Paltsev, Sergey & Reilly, John M. & Morris, Jennifer F. & Babiker, Mustafa H., 2016. "Long-term economic modeling for climate change assessment," Economic Modelling, Elsevier, vol. 52(PB), pages 867-883.
    15. Bretschger, Lucas, 2024. "Green Road is open: Economic Pathway with a carbon price escalator," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    16. Peter K. Kruse-Andersen, 2019. "Directed Technical Change, Environmental Sustainability, and Population Growth," Discussion Papers 19-12, University of Copenhagen. Department of Economics.
    17. Bretschger, Lucas, 2024. "Energy transition and climate change abatement: A macroeconomic analysis," Resource and Energy Economics, Elsevier, vol. 76(C).
    18. Mário Santiago Céu & Raquel Medeiros Gaspar, 2022. "Vegetative cycle and bankruptcy predictors of agricultural firms," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 68(12), pages 445-454.
    19. Lucas Bretschger & Karen Pittel, 2019. "Twenty Key Questions in Environmental and Resource Economics," CER-ETH Economics working paper series 19/328, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    20. Jin, Zhangfeng & Pan, Shiyuan & Zheng, Zhijie, 2021. "The Unintended Consequences of Relaxing Birth Quotas: Theory and Evidence," GLO Discussion Paper Series 819, Global Labor Organization (GLO).

    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. Bruno Lanz & Simon Dietz & Tim Swanson, 2016. "Economic growth and agricultural land conversion under uncertain productivity improvements in agriculture," GRI Working Papers 240, Grantham Research Institute on Climate Change and the Environment.
    2. Bruno Lanz & Simon Dietz & Tim Swanson, 2018. "Global Economic Growth and Agricultural Land Conversion under Uncertain Productivity Improvements in Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(2), pages 545-569.
    3. Simon Dietz & Bruno Lanz, 2019. "Growth and Adaptation to Climate Change in the Long Run," CESifo Working Paper Series 7986, CESifo.
    4. Lanz, Bruno & Dietz, Simon & Swanson, Tim, 2018. "The Expansion of Modern Agriculture and Global Biodiversity Decline: An Integrated Assessment," Ecological Economics, Elsevier, vol. 144(C), pages 260-277.
    5. 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.
    6. repec:got:cegedp:140 is not listed on IDEAS
    7. Strulik, Holger & Prettner, Klaus & Prskawetz, Alexia, 2010. "R\&D-based Growth in the Post-modern Era," Hannover Economic Papers (HEP) dp-457, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    8. Prettner, Klaus & Werner, Katharina, 2016. "Why it pays off to pay us well: The impact of basic research on economic growth and welfare," Research Policy, Elsevier, vol. 45(5), pages 1075-1090.
    9. Lehmann-Hasemeyer, Sibylle H. & Prettner, Klaus & Tscheuschner, Paul, 2020. "The scientific revolution and its role in the transition to sustained economic growth," Hohenheim Discussion Papers in Business, Economics and Social Sciences 06-2020, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    10. 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.
    11. Alberto Bucci & Klaus Prettner, 2020. "Endogenous education and the reversal in the relationship between fertility and economic growth," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(3), pages 1025-1068, July.
    12. Lehmann-Hasemeyer, Sibylle & Prettner, Klaus & Tscheuschner, Paul, 2023. "The scientific revolution and its implications for long-run economic development," World Development, Elsevier, vol. 168(C).
    13. Luca Spinesi, 2022. "The Environmental Tax: Effects on Inequality and Growth," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(3), pages 529-572, July.
    14. 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.
    15. Chu, Angus C. & Furukawa, Yuichi & Wang, Xilin, 2022. "Rent-seeking government and endogenous takeoff in a Schumpeterian economy," Journal of Macroeconomics, Elsevier, vol. 72(C).
    16. Jakob Madsen & Holger Strulik, 2023. "Testing unified growth theory: Technological progress and the child quantity‐quality tradeoff," Quantitative Economics, Econometric Society, vol. 14(1), pages 235-275, January.
    17. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    18. Werner, Katharina & Prettner, Klaus, 2014. "Human capital, basic research, and applied research: three dimensions of human knowledge and their differential growth effects," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100448, Verein für Socialpolitik / German Economic Association.
    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. Liu, Xiying, 2015. "Optimal population and policy implications," ISU General Staff Papers 201501010800005546, Iowa State University, Department of Economics.
    21. 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.

    More about this item

    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

    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:wly:iecrev:v:58:y:2017:i:3:p:973-1006. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/deupaus.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.