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TFP Growth and Commodity Prices in Emerging Economies

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  • Iván Kataryniuk
  • Jaime Martínez-Martín

Abstract

In this article we aim at empirically testing cross-country impacts of commodity prices shocks to aggregate Total Factor Productivity (TFP) growth for a sample of emerging economies. Under a growth accounting framework, we estimate country-specific TFP growth (1992–2014) and select their robust determinants by means of a Bayesian Model Averaging approach. To identify the effects of structural shocks, we propose a panel Bayesian VAR and compute cyclically-adjusted TFP growth net of demand shocks (i.e., output gap) and commodity prices. Our results suggest that: (i) the relationship of commodity prices and TFP growth has been very high in small commodity-exporting economies (i.e., an increase of 10% commodity prices is associated with a sizable expansion of TFP growth in a year for an average commodity exporter); (ii) albeit our evidence is not sufficient to empirically distinguish among theoretical explanations, our results favor an interpretation that weights short-term effects of commodity prices on productivity, either through transitional dynamics to the manufacturing sector or through mismeasurement of TFP; and (iii) cyclically adjusted TFP growth highlights the importance of negative supply shocks in commodity-exporting countries. All in all, much of the increase in TFP growth in the last decade was related to a favorable cyclical environment, a result that may raise significant policy implications for commodity-dependent economies.

Suggested Citation

  • Iván Kataryniuk & Jaime Martínez-Martín, 2019. "TFP Growth and Commodity Prices in Emerging Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(10), pages 2211-2229, August.
  • Handle: RePEc:mes:emfitr:v:55:y:2019:i:10:p:2211-2229
    DOI: 10.1080/1540496X.2018.1520089
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    1. Miles S. Kimball & John G. Fernald & Susanto Basu, 2006. "Are Technology Improvements Contractionary?," American Economic Review, American Economic Association, vol. 96(5), pages 1418-1448, December.
    2. Marek Jarocinski, 2010. "Responses to monetary policy shocks in the east and the west of Europe: a comparison," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(5), pages 833-868.
    3. Durlauf, Steven N. & Johnson, Paul A. & Temple, Jonathan R.W., 2005. "Growth Econometrics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.),Handbook of Economic Growth, edition 1, volume 1, chapter 8, pages 555-677, Elsevier.
    4. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    5. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel Vector Autoregressive Models: A Survey," CEPR Discussion Papers 9380, C.E.P.R. Discussion Papers.
    6. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    7. Jonathan Temple, 2005. "Dual Economy Models: A Primer For Growth Economists," Manchester School, University of Manchester, vol. 73(4), pages 435-478, July.
    8. Dieppe, Alistair & van Roye, Björn & Legrand, Romain, 2016. "The BEAR toolbox," Working Paper Series 1934, European Central Bank.
    9. Field, Alexander J., 2010. "The Procyclical Behavior of Total Factor Productivity in the United States, 1890–2004," The Journal of Economic History, Cambridge University Press, vol. 70(2), pages 326-350, June.
    10. Enrique Moral-Benito, 2015. "Model Averaging In Economics: An Overview," Journal of Economic Surveys, Wiley Blackwell, vol. 29(1), pages 46-75, February.
    11. Mr. Sebastian Sosa & Ms. Evridiki Tsounta & Miss Marie S Kim, 2013. "Is the Growth Momentum in Latin America Sustainable?," IMF Working Papers 2013/109, International Monetary Fund.
    12. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    13. Claudia De la Huerta & Javier Garcia-Cicco, 2016. "Commodity Prices, Growth and Productivity: a Sectoral View," Working Papers Central Bank of Chile 777, Central Bank of Chile.
    14. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    15. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    16. Jonathan R. W. Temple, 2005. "Growth and Wage Inequality in a Dual Economy," Bulletin of Economic Research, Wiley Blackwell, vol. 57(2), pages 145-169, April.
    17. Michael Danquah & Enrique Moral-Benito & Bazoumana Ouattara, 2014. "TFP growth and its determinants: a model averaging approach," Empirical Economics, Springer, vol. 47(1), pages 227-251, August.
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    Cited by:

    1. Gries, Thomas & Fritz, Marlon & Wiechers, Lukas, 2023. "Growth with Mismatch - Theory and Evidence from TFP Estimates," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277660, Verein für Socialpolitik / German Economic Association.
    2. Razzaq, Asif & An, Hui & Delpachitra, Sarath, 2021. "Does technology gap increase FDI spillovers on productivity growth? Evidence from Chinese outward FDI in Belt and Road host countries," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    3. Jacopo Timini & Ayman El-Dahrawy Sánchez-Albornoz, 2019. "The impact of China on Latin America: trade and foreign direct investment channels," Economic Bulletin, Banco de España, issue JUN.
    4. Gondo, Rocío & Pérez, Fernando, 2018. "The Transmission of Exogenous Commodity and Oil Prices shocks to Latin America - A Panel VAR approach," Working Papers 2018-012, Banco Central de Reserva del Perú.
    5. Ángel Estrada & Luis Guirola & Iván Kataryniuk & Jaime Martínez-Martín, 2020. "The use of BVARs in the analysis of emerging economies," Occasional Papers 2001, Banco de España.
    6. Banco de España, 2020. "Report on the Latin American economy. Second half of 2020," Economic Bulletin, Banco de España, issue 4/2020.

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    More about this item

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • Q02 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General - - - Commodity Market
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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