Human capital in growth regressions: how much difference does data quality make? An update and further results
We construct estimates of educational attainment for a sample of OECD countries using previously unexploited sources. We follow a heuristic approach to obtain plausible time profiles for attainment levels by removing sharp breaks in the data that seem to reflect changes in classification criteria. We then construct indicators of the information content of our series and a number of previously available data sets and examine their performance in several growth specifications. We find a clear positive correlation between data quality and the size and significance of human capital coefficients in growth regressions. Using an extension of the classical errors in variables model, we construct a set of meta-estimates of the coefficient of years of schooling in an aggregate Cobb-Douglas production function. Our results suggest that, after correcting for measurement error bias, the value of this parameter is well above 0.50.
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- Behrman, Jere R. & Rosenzweig, Mark R., 1994. "Caveat emptor: Cross-country data on education and the labor force," Journal of Development Economics, Elsevier, vol. 44(1), pages 147-171, June.
- Daniel Cohen & Marcelo Soto, 2007.
"Growth and human capital: good data, good results,"
Journal of Economic Growth,
Springer, vol. 12(1), pages 51-76, March.
- Francesco Caselli & Gerardo Esquivel & Fernando Lefort, 1997.
"Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics,"
Working Papers Central Bank of Chile
03, Central Bank of Chile.
- Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-89, September.
- Barro, Robert J & Lee, Jong-Wha, 2001.
"International Data on Educational Attainment: Updates and Implications,"
Oxford Economic Papers,
Oxford University Press, vol. 53(3), pages 541-63, July.
- Robert J. Barro & Jong-Wha Lee, 2000. "International Data on Educational Attainment: Updates and Implications," CID Working Papers 42, Center for International Development at Harvard University.
- Robert J. Barro & Jong-Wha Lee, 2000. "International Data on Educational Attainment Updates and Implications," NBER Working Papers 7911, National Bureau of Economic Research, Inc.
- Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863 Elsevier.
- Nehru, Vikram & Swanson, Eric & Dubey, Ashutosh, 1995. "A new database on human capital stock in developing and industrial countries: Sources, methodology, and results," Journal of Development Economics, Elsevier, vol. 46(2), pages 379-401, April.
- Robert J. Barro & Jong-Wha Lee, 1993.
"International Comparisons of Educational Attainment,"
NBER Working Papers
4349, National Bureau of Economic Research, Inc.
- Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
- Jonathan R. W. Temple, 1998. "Robustness tests of the augmented Solow model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(4), pages 361-375.
- Griliches, Zvi, 1980.
"R & D and the Productivity Slowdown,"
American Economic Review,
American Economic Association, vol. 70(2), pages 343-48, May.
- Hamilton, James D. & Monteagudo, Josefina, 1998. "The augmented Solow model and the productivity slowdown," Journal of Monetary Economics, Elsevier, vol. 42(3), pages 495-509, October.
- Kyriacou, George A., 1991. "Level and Growth Effects of Human Capital: A Cross-Country Study of the Convergence Hypothesis," Working Papers 91-26, C.V. Starr Center for Applied Economics, New York University.
- Malcolm Knight & Norman Loayza & Delano Villanueva, 1993.
"Testing the Neoclassical Theory of Economic Growth: A Panel Data Approach,"
IMF Staff Papers,
Palgrave Macmillan, vol. 40(3), pages 512-541, September.
- Malcolm D. Knight & Delano Villanueva & Norman Loayza, 1992. "Testing the Neoclassical Theory of Economic Growth; A Panel Data Approach," IMF Working Papers 92/106, International Monetary Fund.
- Lau, Lawrence J. & Jamison, Dean T. & Louat, Frederic F., 1991. "Education and productivity in developing countries : an aggregate production function approach," Policy Research Working Paper Series 612, The World Bank.
- Barro, Robert J & Lee, Jong Wha, 1996. "International Measures of Schooling Years and Schooling Quality," American Economic Review, American Economic Association, vol. 86(2), pages 218-23, May.
- de la Fuente, Angel, 1996.
"On the Sources of Convergence: A Close Look at the Spanish Regions,"
CEPR Discussion Papers
1543, C.E.P.R. Discussion Papers.
- de la Fuente, Angel, 2002. "On the sources of convergence: A close look at the Spanish regions," European Economic Review, Elsevier, vol. 46(3), pages 569-599, March.
- Angel de la Fuente & Vicente Salas Fum·s, . "On the sources of convergence: A close look at the Spanish regions," Studies on the Spanish Economy 01, FEDEA.
- de la Fuente, A, 1996. "On the Sources of Convergence : A Close Look at the Spanish Regions," UFAE and IAE Working Papers 362.96, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Pritchett, Lant, 1996. "Where has all the education gone?," Policy Research Working Paper Series 1581, The World Bank.
- Alan B. Krueger & Mikael Lindahl, 2000.
"Education for Growth: Why and For Whom?,"
NBER Working Papers
7591, National Bureau of Economic Research, Inc.
- Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, Oxford University Press, vol. 110(4), pages 1127-1170.
- 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.
- Lee, J.-W. & Barro, R.J., 1998.
"Schooling Quality in a Cross Section of Countries,"
659, Harvard - Institute for International Development.
- Hilary Steedman, 1996. "Measuring the Quality of Educational Outputs: A Note," CEP Discussion Papers dp0302, Centre for Economic Performance, LSE.
- N. Gregory Mankiw & David Romer & David N. Weil, 1990.
"A Contribution to the Empirics of Economic Growth,"
NBER Working Papers
3541, National Bureau of Economic Research, Inc.
- Griliches, Zvi, 1986. "Economic data issues," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 3, chapter 25, pages 1465-1514 Elsevier.
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