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Sharp Instrument: A Stab at Identifying the Causes of Economic Growth

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  • Reda Cherif
  • Fuad Hasanov
  • Lichen Wang

Abstract

We shed new light on the determinants of growth by tackling the blunt and weak instrument problems in the empirical growth literature. As an instrument for each endogenous variable, we propose average values of the same variable in neighboring countries. This method has the advantage of producing variable-specific and time-varying—namely, “sharp”—and strong instruments. We find that export sophistication is the only robust determinant of growth among standard growth determinants such as human capital, trade, financial development, and institutions. Our results suggest that other growth determinants may be important to the extent they help improve export sophistication.

Suggested Citation

  • Reda Cherif & Fuad Hasanov & Lichen Wang, 2018. "Sharp Instrument: A Stab at Identifying the Causes of Economic Growth," IMF Working Papers 2018/117, International Monetary Fund.
    • Handle: RePEc:imf:imfwpa:2018/117
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    3. Enrico Spolaore & Romain Wacziarg, 2005. "Borders and Growth," Journal of Economic Growth, Springer, vol. 10(4), pages 331-386, December.
    4. Lucas, Robert E, Jr, 1993. "Making a Miracle," Econometrica, Econometric Society, vol. 61(2), pages 251-272, March.
    5. 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.
    6. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    7. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    8. Easterly, William & Levine, Ross, 1998. "Troubles with the Neighbours: Africa's Problem, Africa's Opportunity," Journal of African Economies, Centre for the Study of African Economies, vol. 7(1), pages 120-142, March.
    9. Marcelo J. Moreira, 2003. "A Conditional Likelihood Ratio Test for Structural Models," Econometrica, Econometric Society, vol. 71(4), pages 1027-1048, July.
    10. Rebelo, Sergio, 1991. "Long-Run Policy Analysis and Long-Run Growth," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 500-521, June.
    11. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    12. Jarreau, Joachim & Poncet, Sandra, 2012. "Export sophistication and economic growth: Evidence from China," Journal of Development Economics, Elsevier, vol. 97(2), pages 281-292.
    13. Hahn, Jinyong & Ham, John C. & Moon, Hyungsik Roger, 2011. "The Hausman test and weak instruments," Journal of Econometrics, Elsevier, vol. 160(2), pages 289-299, February.
    14. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    15. 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.
    16. repec:hal:pseose:hal-00649282 is not listed on IDEAS
    17. Bahar, Dany & Hausmann, Ricardo & Hidalgo, Cesar A., 2014. "Neighbors and the evolution of the comparative advantage of nations: Evidence of international knowledge diffusion?," Journal of International Economics, Elsevier, vol. 92(1), pages 111-123.
    18. Raghuram G. Rajan & Arvind Subramanian, 2008. "Aid and Growth: What Does the Cross-Country Evidence Really Show?," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 643-665, November.
    19. Levine, Ross & Lin, Chen & Xie, Wensi, 2016. "Spare tire? Stock markets, banking crises, and economic recoveries," Journal of Financial Economics, Elsevier, vol. 120(1), pages 81-101.
    20. Frank Kleibergen, 2002. "Pivotal Statistics for Testing Structural Parameters in Instrumental Variables Regression," Econometrica, Econometric Society, vol. 70(5), pages 1781-1803, September.
    21. Robert C. Feenstra & John Romalis, 2014. "International Prices and Endogenous Quality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 477-527.
    22. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    23. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, October.
    24. Andrew Berg & Jonathan D. Ostry & Charalambos G. Tsangarides & Yorbol Yakhshilikov, 2018. "Redistribution, inequality, and growth: new evidence," Journal of Economic Growth, Springer, vol. 23(3), pages 259-305, September.
    25. Popov, Alexander, 2014. "Credit constraints, equity market liberalization, and growth rate asymmetry," Journal of Development Economics, Elsevier, vol. 107(C), pages 202-214.
    26. Demetriades, Panicos O. & Rousseau, Peter L., 2016. "The changing face of financial development," Economics Letters, Elsevier, vol. 141(C), pages 87-90.
    27. Xiaonan Sun & Junjie Hong, 2011. "Exports, Ownership and Firm Productivity: Evidence from China," The World Economy, Wiley Blackwell, vol. 34, pages 1199-1215, July.
    28. Xiaodan Ding & Metodij Hadzi-Vaskov, 2017. "Composition of Trade in Latin America and the Caribbean," IMF Working Papers 2017/042, International Monetary Fund.
    29. Samuel Bazzi & Michael A. Clemens, 2013. "Blunt Instruments: Avoiding Common Pitfalls in Identifying the Causes of Economic Growth," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 152-186, April.
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