<<
>>

Conclusions

Development accounting is a powerful tool to getting started thinking about the sources of income differences across countries. As of now, the answer to the development­accounting question - do observed differences in the factors employed in production explain most of the cross-country variation in income - is: no, way no.

This negative answer is robust to attempts to improve the measurement of human capital by allow­ing for differences in the quality of schooling and in health status of the population; to attempts to account for the age composition of the capital stock; to sectorial disaggre­gations of output; and to several other robustness checks.

On the other hand, incomplete knowledge about certain key parameters that describe the relationship between inputs and outputs implies that the jury should be treated as being still out. For one thing, depending on the elasticity of substitution between capi­tal of different types, the observed wild heterogeneity in the composition of the capital stock by type of equipment could turn out to be a key proximate determinant of income differences. For another, depending on the elasticity of substitution between physical and human capital, we may find that all is needed for these factors to explain a large fraction of income inequality is a departure from Cobb-Douglas. Disaggregating the government sector out of the data may also potentially reduce the unexplained com­ponent of GDP There is no deep reason why we should not be able to make progress on these three fronts, so that my assessment of the future of this research enterprise is optimistic.

Acknowledgements

I thank John Duffy and Silvana Tenreyro for comments, and Mariana Colacelli, Kalina Manova, and Andrea Szabo for research assistance.

References

Acemoglu, D. (1998). “Why do new technologies complement skills? Directed technical change and wage inequality”.

QuarterlyJournalofEconomics 113, 1055-1089.

Acemoglu, D. (2003). “Labor- and capital-augmenting technical change”. Journal of European Economic Association 1, 1-37.

Acemoglu, D., Angrist, J. (2000). “How large are human capital externalities? Evidence from compulsory schooling laws”. In: Bernanke, B.S., Rogoff, K. (Eds.), NBER Macroeconomics Annual 2000. MIT Press, Cambridge, pp. 9-59.

Acemoglu, D., Zilibotti, F. (2001). “Productivity differences”. Quarterly Journal of Economics 116, 563-606.

Aiyar, S., Dalgaard, C.-J. (2002). “Total factor productivity revisited: A dual approach to levels-accounting”. Working Paper, Brown University.

Altonji, J.G., Dunn, T. A. (1996). “The effects offamily characteristics on the return to education”. The Review of Economics and Statistics 78 (4), 692-704.

Baily, M.N., Solow, R.M. (2001). “International productivity comparisons built from the firm level”. Journal of Economic Perspectives 15 (3), 151-172.

Barro, R.J., Lee, J. (2001). “International data on educational attainment: Updates and implications”. Oxford Economic Papers 53 (3), 541-563.

Basu, S., Weil, D.N. (1998). “Appropriate technology and growth”. The Quarterly Journal of Economics 113 (4), 1025-1054.

Behrman, J.R., Rosenzweig, M.R. (2004). “Returns to birthweight”. Review of Economics and Statistics 86 (2), 586-601.

Bernanke, B.S., Gurkaynak, R.S. (2001). “Is growth exogenous? Taking Mankiw, Romer, and Weil seriously”. In: Bernanke, B.S., Rogoff, K. (Eds.), NBER Macroeconomics Annual 2001. MIT Press, Cambridge.

Bils, M., Klenow, P.J. (2000). “Does schooling cause growth”. The American Economic Review 90 (5), 1160-1183.

Card, D. (1999). “The causal effect of education on earnings”. In: Ashenfelter, O., Card, D. (Eds.), Handbook of Labor Economics, vol. 3A. North-Holland, Amsterdam, pp. 1801-1863.

Card, D., Krueger, A. (1996). “Labor market effects of school quality: Theory and evidence”. In: Burtless, G. (Ed.), Does Money Matter? The Effect of School Resources on Student Achievement and Adult Success.

Brookings Institute, Wasinghton, DC.

Caselli, F., Coleman, W.J. (2001a). “Cross-country technology diffusion: The case of computers”. American Economic Review 91 (2), 328-335.

Caselli, F., Coleman, W. J. (2001b). “The U.S. structural transformation and regional convergence: A reinter­pretation”. Journal of Political Economy 109 (3), 584-616.

Caselli, F., Coleman, W.J. (2005). “The world technology frontier”. Working Paper, LSE. American Economic Review. In press.

Caselli, F., Esquivel, G., Lefort, F. (1996). “Reopeningthe convergence debate: Anew look at cross-country growth empirics”. Journal of Economic Growth 1 (3), 363-389.

Caselli, F., Tenreyro, S. (2004). “Is Polandthe next Spain?”. Working Paper, LSE.

Caselli, F., Wilson, D. (2004). “Importing technology”. Journal of Monetary Economics 51 (1), 1-32.

Chanda, A., Dalgaard, C.-J. (2003). “Dual economies and international TFP differences”. Working Paper, Louisiana State University.

Christensen, L.R., Cummings, D., Jorgenson, D.W. (1981). “Relative productivity levels, 1947-1973: An international comparison”. European Economic Review 16 (1), 61-94.

Clark, C. (1940). “The morphology of economic growth”. In: Clark, C. (Ed.), The Conditions of Economic Progress. Macmillan, London, pp. 337-373.

Clark, G. (1987). “Why isn’t the whole world developed? Lessons from the cotton mills”. Journal ofEconomic History 47, 141-173.

Conrad, K., Jorgenson, D.W. (1985). “Sectoral productivity gaps between the United States, Japan and Germany, 1960-1979”. In: Giersch, H. (Ed.), Probleme und Perspektiven der weltwirtschaftlichen En­twicklung. Duncker and Humblot, Berlin, pp. 335-347.

Currie, J., Thomas, D. (1999). “Early test scores, socioeconomic status and future outcomes”. Working Paper No. 6943, National Bureau of Economic Research.

De la Fuente, A., Domenech, R. (2002). “Human capital in growth regressions: How much difference does data quality make? An update and further results”. CEPR Discussion Papers No.

3587.

Denison, E.F. (1967). Why Growth Rates Differ. The Brookings Institutions, Washington, DC.

Diamond, P., McFadden, D., Rodriguez, M. (1978). “Measurement of the elasticity of factor substitution and bias of technical change”. In: Fuss, M., McFadden, D. (Eds.), Production Economics: A Dual Approach to Theory and Applications, vol. II, Applications of the Theory of Production. North-Holland, Amsterdam.

Duflo, E. (2001). “Schooling and labor market consequences of school construction in Indonesia: Evidence from an unusual policy experiment”. American Economic Review 91 (4), 795-813.

Easterly, W., Levine, R. (2001). “It’s not factor accumulation: Stylized facts and growth models”. World Bank Economic Review 15 (2), 177-219.

Eaton, J., Kortum, S. (2001). “Trade in capital goods”. European Economic Review 45 (7), 1195-1235.

Feenstra, R.C. (2000). ‘World trade flows, 1980-1997”. University of California.

Feyrer, J. (2002). “Demographics and productivity”. Working Paper, Dartmouth College.

Fisher, A. (1945). Economic Programs and Social Security. Macmillan, London.

Gelb, A., Knight, J.B., Sabot, R.H. (1988). “Lewis through a looking glass: Public sector employment, rent seeking, and economic growth”. World Bank.

Gollin, D. (2002). “Getting income shares right”. Journal of Political Economy 110 (2), 458-474.

Gollin, D., Parente, S.L., Rogerson, R. (2000). “Farm work, home work and international productivity differ­ences”. Working Paper.

Gollin, D., Parente, S.L., Rogerson, R. (2001). “Structural transformation and cross-country income differ­ences”. Working Paper, University of California in Los Angeles.

Gourinchas, P-O., Jeanne, O. (2003). “The elusive gains from international financial integration”. Working Paper No. 9684, National Bureau of Economic Research.

Graham, B.S., Temple, J. (2001). “Rich nations, poor nations: How much can multiple equilibria explain?”. Working Paper No. 76. Center for International Development, Harvard University.

Greenwood, J., Hercowitz, Z., Krusell, P. (1997). “Long-run implications of investment-specific technological change”. American Economic Review 87 (3), 342-362.

Hall, R.E., Jones, C.I. (1999). “Why do some countries produce so much more output per worker than oth­ers?”. The Quarterly Journal of Economics 114 (1), 83-116.

Hamermesh, D.S. (1993). Labor Demand. Princeton University Press.

Hanushek, E.A. (2003). “The failure of input based schooling policies”. Economic Journal 113 (485), F64- F98.

Hanushek, E.A. (2004). “Some simple analytics of school quality”. Working Paper No. 10229, National Bu­reau of Economic Research.

Hanushek, E.A., Kimko, D.D. (2000). “Schooling, labor-force quality, and the growth of nations”. The Amer­ican Economic Review 90 (5), 1184-1208.

Hanushek, E.A., Rivkin, S.G., Taylor, L.L. (1996). “Aggregation and the estimated effects of school re­sources”. The Review of Economics and Statistics 78 (4), 611-627.

Harrigan, J. (1997). “Technology, factor supplies, and international specialization: estimatingthe neoclassical model”. American Economic Review 87 (4), 475-494.

Harrigan, J. (1999). “Estimation of cross-country differences in aggregate production functions”. Journal of International Economics 47, 267-293.

Harris, J.R., Todaro, M. (1970). “Migration, unemployment and development: a two-sector analysis”. Amer­ican Economic Review 60, 126-142.

Heckman, J.J., Klenow, PJ. (1997). “Human capital policy”. Working Paper, University of Chicago.

Hendricks, L. (2002). “How important is human capital for development? Evidence from immigrant earn­ings”. American Economic Review 92 (1), 198-219.

Heston, A., Summers, R., Aten, B. (2002). Penn World Tables Version 6.1. Downloadable Dataset. Center for International Comparisons at the University of Pennsylvania.

Hill, R. (2000). “Measuring substitution bias in international comparisons based on additive purchasing power parity methods”. European Economic Review 44 (1), 45-162.

Hsieh, C.-T. (2000). “Measuring biased technology”. Working Paper, Princeton University.

Hulten, C.R. (1996). “Infrastructure capital and economic growth: How well you use it may be more important than how much you have”. Working Paper No. 5847, National Bureau of Economic Research.

Hsieh, C.-T., Klenow, P.J. (2003). “Relative prices and relative prosperity”. Working Paper No. 9701, National Bureau of Economic Research.

Islam, N. (1995). “Growth empirics: Apanel data approach”. The Quarterly Journal ofEconomics 110, 1127­1170.

Johnson, G.E., Stafford, F.P. (1973). “Social returns to quantity and quality of schooling”. Journal of Human Resources 8 (2), 139-155.

Jorgenson, D.W. (1961). “The development of a dual economy”. Economic Journal 71, 309-334.

Jorgenson, D.W. (1995a). Productivity, vol. 1: Postwar U.S. Economic Growth. MIT Press.

Jorgenson, D.W. (1995b). Productivity, vol. 2: International Comparisons of Economic Growth. MIT Press.

Jorgenson, D.W., Gollop, F.M. (1992). “Productivity growth in U.S. agriculture: A postwar perspective”. American Journal of Agricultural Economics 74 (3), 745-750.

Jovanovic, B., Rob, R. (1997). “Solow v. Solow: Machine prices and development”. Unpublished, New York University.

King, R.G., Levine, R. (1994). “Capital fundamentalism, economic development, and economic growth”. Carnegie-Rochester Conference Series on Public Policy 40 (0), 259-292.

Klenow, P.J., Rodriguez-Clare, A. (1997). “The neoclassical revival in growth economics: Has it gone too far?”. In: Bernanke, B.S., Rotemberg, J.J. (Eds.), NBER Macroeconomics Annual 1997. MIT Press, Cam­bridge, pp. 73-103.

Knight, M., Loayza, N., Villanueva, D. (1993). “Testing the neoclassical theory of economic growth”. IMF StaffPapers 40 (3), 512-541.

Koren, M., Tenreyro, S. (2004). “Diversification and development”. LSF Working Paper, 3.

Krueger, A.B. (2003). “Economic considerations and class size”. Economic Journal 113 (485), F34-F63.

Kuznets, S. (1966). Modern Economic Growth. Yale University Press, New Haven.

Lee, J.-W., Barro, R.J. (2001). “Schooling quality in a cross-section of countries”. Economica 68, 465-488.

Lewis, W.A. (1954). “Economic development with unlimited supplies of labor”. Manchester School of Eco­nomics and Social Studies 22, 139-151.

Mankiw, N.G., Romer, D., Weil, D.N. (1992). “A contribution to the empirics of economic growth”. The Quarterly Journal ofEconomics 107 (2), 407-437.

Mateos-Planas, X. (2000). “Schooling and distortions in a vintage capital model”. University of Southampton, Department of Economics. 40 pp.

McGrattan, E.R., Schmitz, J.A. Jr. (1999). “Explaining cross-country income differences”. In: Taylor, J.B.,

Woodford, M. (Eds.), Handbook of Macroeconomics, vol. 1A. North-Holland, Amsterdam, pp. 669-737.

Murnane, R.J., Willett, J.B., Levy, F. (1995). “The growing importance of cognitive skills in wage determina­tion”. The Review ofEconomics and Statistics 77 (2), 251-266.

Murphy, K., Shleifer, A., Vishny, R. (1991). “The allocation of talent: Implications for growth”. Quarterly Journal of Economics 106 (2), 503-530.

Neal, D.A., Johnson, W.R. (1996). “The role of premarket factors in black-white wage differences”. Journal of Political Economy 104 (5), 869-895.

Nurkse, R. (1953). Problems of Capital Formation in Underdeveloped Countries. Oxford University Press, New York.

Parente, S.L. (2000). “Learning-by-using and the switch to better machines”. Review of Economic Dynam­ics 3 (4), 675-703.

Prescott, E.C. (1998). “Needed: A theory of total factor productivity”. International Economic Review 39 (3), 525-551.

Pritchett, L. (2000). “The tyranny of concepts: CUDIE (Cumulated, Depreciated, Investment Effort) is not capital”. Journal of Economic Growth 5 (4), 361-384.

Pritchett, L. (2003). “Does learning to add up add up? The returns to schooling in aggregate data”. Draft chapter for Handbook of Education Economics, Harvard University.

Psacharopoulos, G. (1994). “Returns to investment in education: A global update”. World Development 22 (9), 1325-1343.

Rao, P.D.S. (1993). “Intercountry comparisons of agricultural output and productivity”. FAO Economic and Social Development Paper, FAO, Rome.

Restuccia, D., Yang, D.T., Zhu, X. (2003). “Agriculture and aggregate productivity: A quantitative cross­country analysis”. Working Paper, University of Toronto, Economics Department.

Rodriguez-Clare, A. (1996). “The role of trade in technology diffusion”. Minneapolis Fed Working Paper 114.

Rostow, W.W. (1960). The Stages of Economic Growth: A Non-Communist Manifesto. Cambridge University Press, Cambridge, MA.

Samuelson, P. (1965). “A theory of induced innovation along Kennedy-Weiszacker lines”. Review of Eco­nomics and Statistics 47 (November).

Samuelson, P. (1966). “Rejoinder: Agreements, disagreements, doubts, andthe case ofinduced Harrod-neutral technical change”. Review of Economics and Statistics 48 (November).

Schmitz, J.A., Jr. (2001). “What determines labor productivity?: Lessons from the dramatic recovery of the U.S. Canadian iron-ore industries”. Staff Report, 286, Federal Reserve Bank of Minneapolis.

Shastry, G.K., Weil, D.N. (2003). “How much of cross-country income variation is explained by health?”. Journal of the European Economic Association 1 (2-3), 387-396.

Solow, R. (1959). “Investment and technical progress”. In: Arrow, K., Karlin, S., Suppes, P. (Eds.), Mathe­matical Methods in the Social Sciences. Stanford University Press.

Summers, R., Heston, A. (1991). “The Penn World Table (Mark 5): An expanded set of international compar­isons, 1950-1988”. The Quarterly Journal of Economics 101 (2), 327-368.

Temple, J. (2003). “Dualism and aggregate productivity”. Unpublished, University of Bristol.

Ventura, J. (1997). “Growth and interdependence”. The Quarterly Journal of Economics 112 (1), 57-84.

Wagner, K., van Ark, B. (Eds.) (1996). International Productivity Differences: Measurement and Explana­tions. North-Holland, Amsterdam.

Weil, D.N. (2001). “Accounting for the effect of health on economic growth”. Working Paper, Brown Univer­sity.

Wilson, D.J. (2004). “Cross-country differences in capital composition”. Forthcoming in FRBSF Economic Letter.

<< | >>
Source: Aghion Philippe, Durlauf Steven N. (eds.). Handbook of Economic Growth. Volume 1. Part A. North-Holland,2005. — p. 1-1060. 2005
More economic literature on Economics.Studio

More on the topic Conclusions:

  1. Conclusion
  2. Conclusion
  3. Conclusion
  4. Conclusion
  5. Conclusion and Recommendations
  6. Fligstein Neil. The Banks Did It: An Anatomy of the Financial Crisis. Harvard University Press,2021. — 334 p., 2021
  7. Hare C., Neo D. (eds.). Trade Finance: Technology, Innovation and Documentary Credit. Oxford University Press,2021. — 417 p., 2021
  8. FIVE COMPONENTS OF LEGAL COMPETENCIES
  9. SOURCES FOR SLAVIC RELIGION
  10. HOW FAR APART ARE CRITICS AND DEFENDERS?