IDEAS home Printed from https://ideas.repec.org/p/tin/wpaper/20030068.html
   My bibliography  Save this paper

Growth and Risk: Methodology and Micro Evidence

Author

Listed:
  • Chris Elbers

    (Faculty of Economics and Business Administration, Vrije Universiteit Amsterdam)

  • Jan Willem Gunning

    (Faculty of Economics and Business Administration, Vrije Universiteit Amsterdam)

  • Bill Kinsey

    (Faculty of Economics and Business Administration, Vrije Universiteit Amsterdam)

Abstract

This discussion paper resulted in a publication in the 'World Bank Economic Review', 2007, 21, 1-20. There has been a revival of interest in the effect of risk on economic growth. We quantify both ex ante and ex post effects of risk using a stochastic version of the Ramsey model. We develop a simulation-based econometric methodology which allows us to estimate the model in the structural form suggested by theory. The methodology is applied to micro data from a remarkable long-running panel data set for rural households in Zimbabwe. We find that risk substantially reduces growth: in the ergodic distribution the mean (across households) capital stock is 46% lower than in the absence of risk. This is, we believe, the first micro-based estimate of the effect of shocks on growth. About two-thirds of the impact of risk is due to the ex ante effect (i.e. the behavioral response to risk) which is usually not taken into account in policy design. Our results suggest that the effectiveness of policy interventions which reduce exposure to shocks or help households in risk man!agement may be seriously underestimated.

Suggested Citation

  • Chris Elbers & Jan Willem Gunning & Bill Kinsey, 2003. "Growth and Risk: Methodology and Micro Evidence," Tinbergen Institute Discussion Papers 03-068/2, Tinbergen Institute, revised 19 Sep 2006.
  • Handle: RePEc:tin:wpaper:20030068
    as

    Download full text from publisher

    File URL: https://papers.tinbergen.nl/03068.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jalan, Jyotsna & Ravallion, Martin, 2001. "Behavioral responses to risk in rural China," Journal of Development Economics, Elsevier, vol. 66(1), pages 23-49, October.
    2. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    3. Jan Dehn, 2000. "Commodity price uncertainty and shocks: implications for economic growth," CSAE Working Paper Series 2000-10, Centre for the Study of African Economies, University of Oxford.
    4. Easterly, William & Kremer, Michael & Pritchett, Lant & Summers, Lawrence H., 1993. "Good policy or good luck?: Country growth performance and temporary shocks," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 459-483, December.
    5. Rosenzweig, Mark R & Wolpin, Kenneth I, 1993. "Credit Market Constraints, Consumption Smoothing, and the Accumulation of Durable Production Assets in Low-Income Countries: Investment in Bullocks in India," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 223-244, April.
    6. Pierre-Olivier Gourinchas & Jonathan A. Parker, 2001. "The Empirical Importance of Precautionary Saving," American Economic Review, American Economic Association, vol. 91(2), pages 406-412, May.
    7. Deaton, Angus, 1991. "Saving and Liquidity Constraints," Econometrica, Econometric Society, vol. 59(5), pages 1221-1248, September.
    8. Carroll Christopher Dixon, 2001. "Death to the Log-Linearized Consumption Euler Equation! (And Very Poor Health to the Second-Order Approximation)," The B.E. Journal of Macroeconomics, De Gruyter, vol. 1(1), pages 1-38, April.
    9. Dercon, Stefan, 2004. "Growth and shocks: evidence from rural Ethiopia," Journal of Development Economics, Elsevier, vol. 74(2), pages 309-329, August.
    10. Ramey, Garey & Ramey, Valerie A, 1995. "Cross-Country Evidence on the Link between Volatility and Growth," American Economic Review, American Economic Association, vol. 85(5), pages 1138-1151, December.
    11. Jan Willem Gunning & Paul Collier, 1999. "Explaining African Economic Performance," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 64-111, March.
    12. P. Guillaumont & L. Chauvet, 2001. "Aid and Performance: A Reassessment," Journal of Development Studies, Taylor & Francis Journals, vol. 37(6), pages 66-92.
    13. Dercon, Stefan, 1996. "Risk, Crop Choice, and Savings: Evidence from Tanzania," Economic Development and Cultural Change, University of Chicago Press, vol. 44(3), pages 485-513, April.
    14. Jan Willem Gunning & John Hoddinott & Bill Kinsey & Trudy Owens, 1999. "Revisiting forever gained: income dynamics in the resettlement areas of Zimbabwe," CSAE Working Paper Series 1999-14, Centre for the Study of African Economies, University of Oxford.
    15. Rosenzweig, Mark R & Binswanger, Hans P, 1993. "Wealth, Weather Risk and the Composition and Profitability of Agricultural Investments," Economic Journal, Royal Economic Society, vol. 103(416), pages 56-78, January.
    16. Chris Elbers & Jan Willem Gunning, 2004. "Estimating Vulnerability," Development and Comp Systems 0408015, University Library of Munich, Germany.
    17. Chris Elbers & Jan Willem Gunning, 2002. "Growth Regression and Economic Theory," Tinbergen Institute Discussion Papers 02-034/2, Tinbergen Institute.
    18. Morduch, Jonathan, 1999. "Between the State and the Market: Can Informal Insurance Patch the Safety Net?," The World Bank Research Observer, World Bank, vol. 14(2), pages 187-207, August.
    19. Binder, M. & Pesaran, M.H., 1996. "Stochastic Growth," Cambridge Working Papers in Economics 9615, Faculty of Economics, University of Cambridge.
    20. Xavier Sala-I-Martin, 1997. "Transfers, Social Safety Nets, and Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 44(1), pages 81-102, March.
    21. Robert E. Lucas Jr., 2003. "Macroeconomic Priorities," American Economic Review, American Economic Association, vol. 93(1), pages 1-14, March.
    22. Jan Dehn, 2000. "Commodity Price Uncertainty and Shocks: Implications for Economic Growth," Economics Series Working Papers WPS/2000-10, University of Oxford, Department of Economics.
    23. Murphy, Kevin M & Topel, Robert H, 2002. "Estimation and Inference in Two-Step Econometric Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 88-97, January.
    24. Jan Willem Gunning & John Hoddinott & Bill Kinsey & Trudy Owens, 2000. "Revisiting forever gained: Income dynamics in the resettlement areas of Zimbabwe, 1983-96," Journal of Development Studies, Taylor & Francis Journals, vol. 36(6), pages 131-154.
    25. Ravallion, Martin, 1988. "Expected Poverty under Risk-Induced Welfare Variability," Economic Journal, Royal Economic Society, vol. 98(393), pages 1171-1182, December.
    26. Epstein, Larry G & Zin, Stanley E, 1991. "Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: An Empirical Analysis," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 263-286, April.
    27. Bliss, Christopher, 1999. "Galton's Fallacy and Economic Convergence," Oxford Economic Papers, Oxford University Press, vol. 51(1), pages 4-14, January.
    28. Per Krusell & Anthony A. Smith, Jr., 1999. "On the Welfare Effects of Eliminating Business Cycles," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 2(1), pages 245-272, January.
    29. Stefan Dercon & Pramila Krishnan, 2000. "Vulnerability, seasonality and poverty in Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 36(6), pages 25-53.
    30. de Hek, Paul A, 1999. "On Endogenous Growth under Uncertainty," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 727-744, August.
    31. Per Krusell & Anthony A. Smith & Jr., 1998. "Income and Wealth Heterogeneity in the Macroeconomy," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 867-896, October.
    32. Deaton, Angus, 1992. "Understanding Consumption," OUP Catalogue, Oxford University Press, number 9780198288244, Decembrie.
    33. Binder, Michael & Pesaran, M Hashem, 1999. "Stochastic Growth Models and Their Econometric Implications," Journal of Economic Growth, Springer, vol. 4(2), pages 139-183, June.
    34. Jerusalem D. Levhari & T. N. Srinivasan, 1969. "Optimal Savings under Uncertainty," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 36(2), pages 153-163.
    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. Stefan Dercon, 2002. "Income Risk, Coping Strategies, and Safety Nets," The World Bank Research Observer, World Bank, vol. 17(2), pages 141-166, September.
    2. Emiliano Magrini & Pierluigi Montalbano, 2012. "Trade openness and vulnerability to poverty: Vietnam in the long-run (1992-2008)," Working Paper Series 3512, Department of Economics, University of Sussex Business School.
    3. Stefan Dercon (QEH), "undated". "Risk, Growth and Poverty: what do we know, what do we need to know?," QEH Working Papers qehwps148, Queen Elizabeth House, University of Oxford.
    4. Stefan Dercon (QEH), "undated". "Vulnerability: a micro perspective," QEH Working Papers qehwps149, Queen Elizabeth House, University of Oxford.
    5. Emmanuel Skoufias & Sushenjit Bandyopadhyay & Sergio Olivieri, 2017. "Occupational diversification as an adaptation to rainfall variability in rural India," Agricultural Economics, International Association of Agricultural Economists, vol. 48(1), pages 77-89, January.
    6. Christian Rogg, 2006. "Asset Portfolios in Africa: Evidence from Rural Ethiopia," WIDER Working Paper Series RP2006-145, World Institute for Development Economic Research (UNU-WIDER).
    7. Zimmerman, Frederick J. & Carter, Michael R., 2003. "Asset smoothing, consumption smoothing and the reproduction of inequality under risk and subsistence constraints," Journal of Development Economics, Elsevier, vol. 71(2), pages 233-260, August.
    8. Besley, Timothy, 1995. "Savings, credit and insurance," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 36, pages 2123-2207, Elsevier.
    9. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
    10. Dehn, Jan, 2000. "The effects on growth of commodity price uncertainty and shocks," Policy Research Working Paper Series 2455, The World Bank.
    11. Gadi Barlevy, 2004. "The Cost of Business Cycles Under Endogenous Growth," American Economic Review, American Economic Association, vol. 94(4), pages 964-990, September.
    12. Catherine Araujo Bonjean & Stéphanie Brunelin & Catherine Simonet, 2012. "Impact of climate related shocks on child's health in Burkina Faso," Working Papers halshs-00725253, HAL.
    13. Jan Dehn, 2000. "Commodity Price Uncertainty and Shocks: Implications for Economic Growth," Economics Series Working Papers WPS/2000-10, University of Oxford, Department of Economics.
    14. Fulford, Scott L., 2015. "The surprisingly low importance of income uncertainty for precaution," European Economic Review, Elsevier, vol. 79(C), pages 151-171.
    15. Gaurav, Sarthak, 2015. "Are Rainfed Agricultural Households Insured? Evidence from Five Villages in Vidarbha, India," World Development, Elsevier, vol. 66(C), pages 719-736.
    16. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.

    More about this item

    Keywords

    growth; risk; Ramsey model; convergence.;
    All these keywords.

    JEL classification:

    • D10 - Microeconomics - - Household Behavior - - - General
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of 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:tin:wpaper:20030068. 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: Tinbergen Office +31 (0)10-4088900 (email available below). General contact details of provider: https://edirc.repec.org/data/tinbenl.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.