Growth and volatility reconsidered: reconciling opposite views

Bisio, Laura and Ventura, Luigi (2012): Growth and volatility reconsidered: reconciling opposite views.

Abstract

Many contributions in the recent literature have investigated over the relationship between growth and its volatility, without getting a clear and unambiguous answer. Besides reassessing the well-known effect of output volatility on growth as benchmark analysis, this study aims at looking into the "black box" of the business cycle volatility by disentangling the impacts of volatility of GDP major components - i.e. private consumption, private investment and government expenditure - on growth, simultaneously considered. Our empirical analysis unveils a remarkably robust and strong negative correlation of consumption volatility with mean growth, and a positive one with volatility of investment and of public expenditure. If these findings shed some additional light on the (still controversial) relationship between economic fluctuations and growth, they also make it possible to compare the relative impact of each component, with possibly relevant policy implications. Importantly, this might reconcile opposite views about the issue, in that different empirical results might originate from the relative importance across empirical studies of the various components of volatility.

• Item Type: MPRA Paper
• Language: English
• Keywords: growth and volatility, panel data estimation, GMM
• Subjects: N - Economic History > N1 - Macroeconomics and Monetary Economics ; Industrial Structure ; Growth ; Fluctuations > N10 - General, International, or Comparative; E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E32 - Business Fluctuations ; Cycles; C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C23 - Panel Data Models ; Spatio-temporal Models; O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O40 - General

References

Afonso, A. and D. Furceri, 2010, "Government size, composition, volatility and growth", European Journal of Political Economy, 26: 517-532.

Aghion, P. and G. Saint Paul, 1998, "Virtues of bad times: Interaction between productivity growth and economic fluctuations", Macroeconomic Dynamics vol.2(3): 322-344.

Aghion, P., Bacchetta, P., Ranciere, R. and K., Rogoff, 2009, "Exchange rate volatility and productivity growth: The role of financial development", Journal of Monetary Economics, 56: 494-513.

Al-Marhubi, F., 2000, "Cross-country evidence on the link between inflation volatility and growth", Applied Economics, 30, 1317-1326.

Anderson, T. W. and C. Hsiao, 1981, "Formulation and Estimation of Dynamic Models using Panel Data." Journal of Econometrics, 18: 47-82.

Arellano, M. and S. Bond, 1991, "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations." The Review of Economic Studies, 58: 277-297.

Arellano, M. and O. Bover, 1995, "Another Look at the Instrumental-variable Estimation of Error- component Models." Journal of Econometrics, 68: 29-52.

Arrow, K. J., 1962, "The Economic Implications of Learning by Doing", Review of Economic Studies, 29: 155-173.

Asdrubali, P., Sorensen, B. and O. Yosha, 1996, Channels of Interstate Risk-sharing: US 1963-1990, Quarterly Journal of Economics, 144: 1081-1110.

Barro, R. and J.W. Lee, 2010, "A New Data Set of Educational Attainment in the World, 1950-2010." NBER Working Paper No. 15902.

Baum, C. F., Schaffer, M.E., and S. Stillman, 2007, Enhanced routines for instrumental variables/GMM estimation and testing. The Stata Journal, 7(4): 465-506.

Bean, Charles R., 1990, "Endogenous growth and the procyclical behaviour of productivity," European Economic Review, vol. 34(2-3): 355-363.

Black, F., 1987. Business cycles and equilibrium.Cambridge, MA: Blackwell, 1987.

Blackburn, K., and A. Pelloni, 2004, "On the relationship between growth and volatility", Economics Letters, vol. 83 (1): 123-127.

Bruno, G.S.F., 2005b. "XTLSDVC: Stata module to estimate bias corrected LSDV dynamic panel data models," Statistical Software Components S450101, Boston College Department of Economics.

Caballero, R., M. Hammour, 1991, "The cleansing effect of recessions", American Economic Review, Vol. 84, no.5: 383-398.

Caporale, T. and B. McKiernan, 1996, "The relationship between output variability and growth: evidence from post-war UK data", Scottish Journal of Political Economy, 43: 229-236.

Davis, S., Haltiwanger, John C, 1992, "Gross Job Creation, Gross Job Destruction, and employment Reallocation", The Quarterly Journal of Economics, Vol.107 (3): 819-63.

Edwards, J., 2007, "Dynamics of the Cross-Country Growth/Volatility Relationship", Global Economic Journal, 7(2).

Fatàs,A. and I. Mihov, 2011, "Policy Volatility, Institutions and Economic Growth", Review of Economics and Statistics (forthcoming).

Furceri, D., 2010, "Long-run growth and volatility: which source really matters?", Applied Economics, 42: 1865-1874.

Gaggl, P. amd S. Steindl, 2007, "Business cycles and growth: A survey". WIFO Working Papers, No. 308.

Grier, K.B. and G. Tullock, 1989, "An empirical analysis of Cross-National Economic Growth, 1951-1980" Journal of Monetary Economics, 24: 259-276.

Harris, M.N., and L. Matyas, 2004, "A Comparative Analysis of Different IV and GMM Estimators of Dynamic Panel Data Models",International Statistical Review, 72(3): 397-40.

Heston A., Summers R., and B. Aten, 2010. Penn World Table Version 6.3.

Hnatkovska, V. and N. Loayza, 2005, Volatility and growth. In: Aizenman, J., Pinto B. (Eds.), Managing Economic Volatility and Crises: A Practitioner's Guide. Cambridge University Press, Cambridge.

Imbs, J., 2007, "Growth and volatility," Journal of Monetary Economics, vol. 54(7): 1848-1862.

Judson, R. and A. Orphanides, 1999, "Inflation, volatility and growth", International Finance, 2: 117-138.

Judson, R. A. and A. L. Owen, 1999, "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, 65(1): 9-15.

Kiviet, J.F., 1995, "On bias, inconsistency and efficiency of various estimators in dynamic panel data models", Journal of Econometrics, 68: 53-78.

Kormendi, R. and P.Meguire, 1985, "Macroeconomic determinants of growth, cross-country evidence", Journal of Monetary Economics 16: 141-163.

Kose, M. A. and Prasad,E. S. and M. E. Terrones, 2006, "How Do Trade and Financial Integration Affect the Relationship between Growth and Volatility?", Journal of International Economics, 69: 176-202.

Kydland E. and E. C. Prescott, 1982, "Time to Build and Aggregate Fluctuations", Econometrica, vol. 50 (6): 1345-1370.

Lensink, H. B. and E. Sterken, 1999, "Does uncertainty affect economic growth? An empirical analysis," Review of World Economics, 135(3): 379-396, September.

Levine, R. and D. Renelt, 1992, "A Sensitivity Analysis of Cross - Country Growth Regressions", American Economic Review, 82(4): 942-963.

Lucas Jr, R. E., 1987, Models of Business Cycles. Basil Blackwell: New York.

Martin, P., Rogers. C.A., 1997, "Stabilization policy, learning by doing and economic growth", Oxford Economic Papers, 49: 152-166.

Mirman, L., 1971, "Uncertainty and optimal consumption decisions", Econometrica, 39: 179-185.

Nickell, S. J., 1981, "Biases in Dynamic Models with Fixed Effects", Econometrica, vol. 49(6): 1417-1426.

Rafferty, M., 2005, "The Effects of Expected and Unexpected Volatility on Long-Run Growth: Evidence from 18 Developed Economies," Southern Economic Journal, Southern Economic Association, vol. 71(3): 582-591.

Ramey, G. and Ramey, V.A., 1995, "Cross-Country Evidence on the Link Between Volatility and Growth", The American Economic Review, 85:.1138-1151.

Roodman, D., 2006, "How to do xtabond2: an introduction to Difference and System GMM in Stata", Center for Global Development Working Paper Number 103.

Roodman D., 2007, "A short note on the theme of too many instruments". Center for Global Development Working Paper Number 125.

Sachs, J. and X. Sala-i-Martin, 1991, "Fiscal Federalism and Optimum Currency Areas: Evidence for Europe from The US", NBER Working Paper 3885.

Saint-Paul, G., 1993, "Productivity growth and the structure of the business cycle", European Eco nomic Review, 37, pp. 861-890.

Schaffer, 2005, "XTIVREG2: Stata module to perform extended IV/2SLS, GMM and AC/HAC, LIML and k-class regression for panel data models," Statistical Software Components S456501, Boston College Department of Economics, revised 28 Aug 2010.

Schanbl, G., 2008, "Exchange rate volatility and growth in small open economies af the EMU periphery", Economic Systems, 32: 70-91.

Schumpeter, J. A., 1942, Capitalism, Socialism, and Democracy. New York: Harper and Broth ers.(Harper Colophon edition, 1976).

Shleifer, A., 1986, "Implementation Cycles," Journal of Political Economy, vol. 94(6): 1163-1190.

Stadler, G. W, 1990, "Business Cycle Models with Endogenous Technology," American Economic Review, vol. 80(4): 763-778.