IDEAS home Printed from https://ideas.repec.org/p/imf/imfwpa/2012-012.html
   My bibliography  Save this paper

Commodity Price Volatility and the Sources of Growth

Author

Listed:
  • International Monetary Fund

Abstract

This paper studies the impact of the level and volatility of the commodity terms of trade on economic growth, as well as on the three main growth channels: total factor productivity, physical capital accumulation, and human capital acquisition. We use the standard system GMM approach as well as a cross-sectionally augmented version of the pooled mean group (CPMG) methodology of Pesaran et al. (1999) for estimation. The latter takes account of cross-country heterogeneity and cross-sectional dependence, while the former controls for biases associated with simultaneity and unobserved country-specific effects. Using both annual data for 1970-2007 and five-year non-overlapping observations, we find that while commodity terms of trade growth enhances real output per capita, volatility exerts a negative impact on economic growth operating mainly through lower accumulation of physical capital. Our results indicate that the negative growth effects of commodity terms of trade volatility offset the positive impact of commodity booms; and export diversification of primary commodity abundant countries contribute to faster growth. Therefore, we argue that volatility, rather than abundance per se, drives the "resource curse" paradox.

Suggested Citation

  • International Monetary Fund, 2012. "Commodity Price Volatility and the Sources of Growth," IMF Working Papers 2012/012, International Monetary Fund.
  • Handle: RePEc:imf:imfwpa:2012/012
    as

    Download full text from publisher

    File URL: http://www.imf.org/external/pubs/cat/longres.aspx?sk=25621
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Brunnschweiler, Christa N. & Bulte, Erwin H., 2008. "The resource curse revisited and revised: A tale of paradoxes and red herrings," Journal of Environmental Economics and Management, Elsevier, vol. 55(3), pages 248-264, May.
    2. Catão, Luis A.V. & Fostel, Ana & Kapur, Sandeep, 2009. "Persistent gaps and default traps," Journal of Development Economics, Elsevier, vol. 89(2), pages 271-284, July.
    3. Paul Cashin & C. John McCDermott, 2002. "The Long-Run Behavior of Commodity Prices: Small Trends and Big Variability," IMF Staff Papers, Palgrave Macmillan, vol. 49(2), pages 1-2.
    4. Esfahani, Hadi Salehi & Mohaddes, Kamiar & Pesaran, M. Hashem, 2013. "Oil exports and the Iranian economy," The Quarterly Review of Economics and Finance, Elsevier, vol. 53(3), pages 221-237.
    5. Alonso-Borrego, Cesar & Arellano, Manuel, 1999. "Symmetrically Normalized Instrumental-Variable Estimation Using Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 36-49, January.
    6. Thorvaldur Gylfason & Gylfi Zoega, 2006. "Natural Resources and Economic Growth: The Role of Investment," The World Economy, Wiley Blackwell, vol. 29(8), pages 1091-1115, August.
    7. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    8. van der Ploeg, Frederick & Poelhekke, Steven, 2010. "The pungent smell of "red herrings": Subsoil assets, rents, volatility and the resource curse," Journal of Environmental Economics and Management, Elsevier, vol. 60(1), pages 44-55, July.
    9. 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.
    10. Kapetanios, G. & Pesaran, M. Hashem & Yamagata, T., 2011. "Panels with non-stationary multifactor error structures," Journal of Econometrics, Elsevier, vol. 160(2), pages 326-348, February.
    11. Jeffrey D. Sachs & Andrew M. Warner, 1995. "Natural Resource Abundance and Economic Growth," NBER Working Papers 5398, National Bureau of Economic Research, Inc.
    12. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    13. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    14. Claudio Bravo-Ortega & Jose De Gregorio, 2002. "The Relative Richness of the Poor? Natural Resources, Human Capital and Economic Growth," Working Papers Central Bank of Chile 139, Central Bank of Chile.
    15. Asli Demeirgüç-Kunt & Ross Levine (ed.), 0. "Finance and Growth," Books, Edward Elgar Publishing, number 17119.
    16. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    17. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    18. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012634, December.
    19. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    20. Luis Servén, 2003. "ERRATUM: Real-Exchange-Rate Uncertainty and Private Investment in LDCs," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 492-492, May.
    21. Cavalcanti, Tiago V. de V. & Mohaddes, Kamiar & Raissi, Mehdi, 2011. "Growth, development and natural resources: New evidence using a heterogeneous panel analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(4), pages 305-318.
    22. Gylfason, Thorvaldur, 2001. "Natural resources, education, and economic development," European Economic Review, Elsevier, vol. 45(4-6), pages 847-859, May.
    23. Pesaran, M Hashem, 1997. "The Role of Economic Theory in Modelling the Long Run," Economic Journal, Royal Economic Society, vol. 107(440), pages 178-191, January.
    24. International Monetary Fund, 2009. "Commodity Terms of Trade: The History of Booms and Busts," IMF Working Papers 2009/205, International Monetary Fund.
    25. Rick van der Ploeg & Tony Venables, 2009. "Symposium on resource rich economies Introduction," Oxford Economic Papers, Oxford University Press, vol. 61(4), pages 625-627, October.
    26. Robertson, D & Symons, J, 1992. "Some Strange Properties of Panel Data Estimators," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(2), pages 175-189, April-Jun.
    27. Cashin, Paul & McDermott, C. John & Pattillo, Catherine, 2004. "Terms of trade shocks in Africa: are they short-lived or long-lived?," Journal of Development Economics, Elsevier, vol. 73(2), pages 727-744, April.
    28. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    29. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    30. Corden, W Max & Neary, J Peter, 1982. "Booming Sector and De-Industrialisation in a Small Open Economy," Economic Journal, Royal Economic Society, vol. 92(368), pages 825-848, December.
    31. Luis Servén, 2003. "Real-Exchange-Rate Uncertainty and Private Investment in LDCS," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 212-218, February.
    32. Frederick van der Ploeg & Steven Poelhekke, 2009. "Volatility and the natural resource curse," Oxford Economic Papers, Oxford University Press, vol. 61(4), pages 727-760, October.
    33. Rick Van der Ploeg & Steven Poelhekke, 2010. "The Pungent Smell of “Red Herrings’: Subsoil assets, rents, volatility and the resource curse," OxCarre Working Papers 033, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
    34. 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.
    35. Binder, Michael & Offermanns, Christian J., 2014. "International investment positions and exchange rate dynamics," Discussion Papers 2014/23, Free University Berlin, School of Business & Economics.
    36. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    37. Aghion, Philippe & Bacchetta, Philippe & Rancière, Romain & Rogoff, Kenneth, 2009. "Exchange rate volatility and productivity growth: The role of financial development," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 494-513, May.
    38. Michael Alexeev & Robert Conrad, 2009. "The Elusive Curse of Oil," The Review of Economics and Statistics, MIT Press, vol. 91(3), pages 586-598, August.
    39. Blattman, Christopher & Hwang, Jason & Williamson, Jeffrey G., 2007. "Winners and losers in the commodity lottery: The impact of terms of trade growth and volatility in the Periphery 1870-1939," Journal of Development Economics, Elsevier, vol. 82(1), pages 156-179, January.
    40. Krugman, Paul, 1987. "The narrow moving band, the Dutch disease, and the competitive consequences of Mrs. Thatcher : Notes on trade in the presence of dynamic scale economies," Journal of Development Economics, Elsevier, vol. 27(1-2), pages 41-55, October.
    41. Tiago de. V. Cavalcanti & Kamiar Mohaddes & Mehdi Raissi, 2011. "Does oil abundance harm growth?," Applied Economics Letters, Taylor & Francis Journals, vol. 18(12), pages 1181-1184.
    42. Harry G. Broadman & Tiiu Paas & Paul J.J. Welfens (ed.), 2006. "Economic Liberalization and Integration Policy," Springer Books, Springer, number 978-3-540-31183-6, December.
    43. Luis Catão & Sandeep Kapur, 2006. "Volatility and the Debt-Intolerance Paradox," IMF Staff Papers, Palgrave Macmillan, vol. 53(2), pages 1-1.
    44. Thorvaldur Gylfason, 2006. "Natural Resources and Economic Growth: From Dependence to Diversification," Springer Books, in: Harry G. Broadman & Tiiu Paas & Paul J.J. Welfens (ed.), Economic Liberalization and Integration Policy, pages 201-231, Springer.
    45. Papyrakis, Elissaios & Gerlagh, Reyer, 2004. "The resource curse hypothesis and its transmission channels," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 181-193, March.
    46. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    47. Bleaney, Michael & Greenaway, David, 2001. "The impact of terms of trade and real exchange rate volatility on investment and growth in sub-Saharan Africa," Journal of Development Economics, Elsevier, vol. 65(2), pages 491-500, August.
    48. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    49. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    50. World Bank, 2010. "World Development Indicators 2010," World Bank Publications - Books, The World Bank Group, number 4373, December.
    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. Celal Bayari, 2016. "Economic Geography of the Australian Mining Industry," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 107(5), pages 552-566, December.
    2. Cécile Couharde & Rémi Generoso, 2015. "Hydro-climatic thresholds and economic growth reversals in developing countries: an empirical investigation," EconomiX Working Papers 2015-26, University of Paris Nanterre, EconomiX.
    3. Monoj Kumar Majumder & Mala Raghavan & Joaquin Vespignani, 2020. "Commodity price volatility, external debt and exchange rate regimes," CAMA Working Papers 2020-110, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    4. Kamiar Mohaddes & M. Hashem Pesaran, 2013. "One Hundred Years of Oil Income and the Iranian Economy: A Curse or a Blessing?," CESifo Working Paper Series 4118, CESifo.
    5. Esfahani, Hadi Salehi & Mohaddes, Kamiar & Pesaran, M. Hashem, 2013. "Oil exports and the Iranian economy," The Quarterly Review of Economics and Finance, Elsevier, vol. 53(3), pages 221-237.
    6. Balavac, Merima & Pugh, Geoff, 2016. "The link between trade openness, export diversification, institutions and output volatility in transition countries," Economic Systems, Elsevier, vol. 40(2), pages 273-287.
    7. Cashin, Paul & Mohaddes, Kamiar & Raissi, Maziar & Raissi, Mehdi, 2014. "The differential effects of oil demand and supply shocks on the global economy," Energy Economics, Elsevier, vol. 44(C), pages 113-134.
    8. Saadaoui, Jamel, 2012. "Global Imbalances: Should We Use Fundamental Equilibrium Exchange Rates?," MPRA Paper 42554, University Library of Munich, Germany.
    9. Hadi Salehi Esfahani & Kamiar Mohaddes & M. Hashem Pesaran, 2014. "An Empirical Growth Model For Major Oil Exporters," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(1), pages 1-21, January.
    10. Cherif, Reda & Hasanov, Fuad, 2013. "Oil Exporters’ Dilemma: How Much to Save and How Much to Invest," World Development, Elsevier, vol. 52(C), pages 120-131.
    11. Carl Grekou, 2015. "Currency misalignments and economic growth: the foreign currency-denominated debt channel," EconomiX Working Papers 2015-23, University of Paris Nanterre, EconomiX.
    12. Christian Dreger & Teymur Rahmani, 2016. "The impact of oil revenues on the Iranian economy and the Gulf states," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 40(1), pages 36-49, March.
    13. Jamel Saadaoui, 2012. "Global Imbalances: Should We Use Fundamental Equilibrium Exchange Rates?," CEPN Working Papers halshs-00750551, HAL.
    14. Cécile Couharde & Carl Grekou, 2016. "Currency Misalignments in emerging and developing countries: reassessing the role of Exchange Rate Regimes," Post-Print hal-01549902, HAL.
    15. Mr. Paul Cashin & Mr. Kamiar Mohaddes & Mr. Mehdi Raissi, 2012. "The Global Impact of the Systemic Economies and MENA Business Cycles," IMF Working Papers 2012/255, International Monetary Fund.
    16. Kamiar Mohaddes, 2013. "Econometric modelling of world oil supplies: terminal price and the time to depletion," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 37(2), pages 162-193, June.
    17. Monoj Kumar Majumder & Mala Raghavan & Joaquin Vespignani, 2020. "Commodity price volatility, fiscal balance and real interest rate," CAMA Working Papers 2020-79, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    18. Saadaoui, Jamel, 2015. "Global imbalances: Should we use fundamental equilibrium exchange rates?," Economic Modelling, Elsevier, vol. 47(C), pages 383-398.
    19. Saadaoui, Jamel, 2012. "Déséquilibres globaux, taux de change d’équilibre et modélisation stock-flux cohérente [Global Imbalances, Equilibrium Exchange Rates and Stock-Flow Consistent Modelling]," MPRA Paper 51332, University Library of Munich, Germany.
    20. Ahmed Galal & Hoda Selim, 2013. "The Elusive Quest for Economic Development in the Arab Countries," Middle East Development Journal, Taylor & Francis Journals, vol. 5(1), pages 1350002-131, January.
    21. Magda Kandil & Nazire Nergiz Dincer, 2007. "A Comparative Analysis of Exchange Rate Fluctuations and Economic Activity: The Cases of Egypt and Turkey," Working Papers 722, Economic Research Forum, revised 01 Jan 2007.
    22. Carl Grekou, 2016. "Does the exchange rate regime shape currency misalignments in emerging and developing countries?," EconomiX Working Papers 2016-26, University of Paris Nanterre, EconomiX.

    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. Tiago V. De V. Cavalcanti & Kamiar Mohaddes & Mehdi Raissi, 2015. "Commodity Price Volatility and the Sources of Growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(6), pages 857-873, September.
    2. Mohaddes, Kamiar & Raissi, Mehdi, 2017. "Do sovereign wealth funds dampen the negative effects of commodity price volatility?," Journal of Commodity Markets, Elsevier, vol. 8(C), pages 18-27.
    3. Kaznacheev, Peter, 2013. "Resource Rents and Economic Growth: Economic and institutional development in countries with a high share of income from the sale of natural resources. Analysis and recommendations based on internatio," EconStor Research Reports 121950, ZBW - Leibniz Information Centre for Economics.
    4. Amany El-Anshasy & Kamiar Mohaddes & Jeffrey B. Nugent, 2015. "Oil, Volatility and Institutions:Cross-Country Evidence from Major Oil Producers," Cambridge Working Papers in Economics 1523, Faculty of Economics, University of Cambridge.
    5. Cavalcanti, Tiago V. de V. & Mohaddes, Kamiar & Raissi, Mehdi, 2011. "Growth, development and natural resources: New evidence using a heterogeneous panel analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(4), pages 305-318.
    6. Kamiar Mohaddes & M. Hashem Pesaran, 2013. "One Hundred Years of Oil Income and the Iranian Economy: A Curse or a Blessing?," CESifo Working Paper Series 4118, CESifo.
    7. Frederick van der Ploeg, 2011. "Natural Resources: Curse or Blessing?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 366-420, June.
    8. Leong, W. & Mohaddes, K., 2011. "Institutions and the Volatility Curse," Cambridge Working Papers in Economics 1145, Faculty of Economics, University of Cambridge.
    9. Moradbeigi, Maryam & Law, Siong Hook, 2017. "The role of financial development in the oil-growth nexus," Resources Policy, Elsevier, vol. 53(C), pages 164-172.
    10. Badeeb, Ramez Abubakr & Lean, Hooi Hooi & Clark, Jeremy, 2017. "The evolution of the natural resource curse thesis: A critical literature survey," Resources Policy, Elsevier, vol. 51(C), pages 123-134.
    11. Yuxiang, Karl & Chen, Zhongchang, 2011. "Resource abundance and financial development: Evidence from China," Resources Policy, Elsevier, vol. 36(1), pages 72-79, March.
    12. Moradbeigi, Maryam & Law, Siong Hook, 2016. "Growth volatility and resource curse: Does financial development dampen the oil shocks?," Resources Policy, Elsevier, vol. 48(C), pages 97-103.
    13. Dong-Hyeon Kim & Shu-Chin Lin, 2017. "Natural Resources and Economic Development: New Panel Evidence," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(2), pages 363-391, February.
    14. Apergis, Nicholas & Payne, James E., 2014. "The oil curse, institutional quality, and growth in MENA countries: Evidence from time-varying cointegration," Energy Economics, Elsevier, vol. 46(C), pages 1-9.
    15. Beck, T.H.L., 2011. "Finance and Oil. Is There a Resource Curse in Financial Development?," Other publications TiSEM b26da712-6c4c-446e-a74b-0, Tilburg University, School of Economics and Management.
    16. Avom, Désiré & Keneck-Massil, Joseph & Njangang, Henri & Nvuh-Njoya, Youssouf, 2022. "Why are some resource-rich countries more sophisticated than others? The role of the regime type and political ideology," Resources Policy, Elsevier, vol. 79(C).
    17. Shahbaz, Muhammad & Naeem, Muhammad & Ahad, Muhammad & Tahir, Iqbal, 2018. "Is natural resource abundance a stimulus for financial development in the USA?," Resources Policy, Elsevier, vol. 55(C), pages 223-232.
    18. Eslamloueyan, Karim & Jafari, Mahbubeh, 2021. "Do high human capital and strong institutions make oil-rich developing countries immune to the oil curse?," Energy Policy, Elsevier, vol. 158(C).
    19. Dauvin, Magali & Guerreiro, David, 2017. "The Paradox of Plenty: A Meta-Analysis," World Development, Elsevier, vol. 94(C), pages 212-231.
    20. Pérez, Claudia & Claveria, Oscar, 2020. "Natural resources and human development: Evidence from mineral-dependent African countries using exploratory graphical analysis," Resources Policy, Elsevier, vol. 65(C).

    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:imf:imfwpa:2012/012. 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: Akshay Modi (email available below). General contact details of provider: https://edirc.repec.org/data/imfffus.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.