On a Production Function of European Countries: An Empirical Study
DOI:
https://doi.org/10.2478/cer-2018-0009Keywords:
cross‑sectional study, production function, European countriesAbstract
The aim of this paper is to examine the goodness‑of‑fit of several aggregated production functions including the Cobb‑Douglas function, the Mankiw, Romer and Weil model, or Mincer’s specification for a set of 30 European countries during the period 2006–2015. The dependent variable was economic output measured in real GDP, while the set of independent variables included labour, physical capital, human capital, labour productivity or technology level. The main finding of the paper is that all the above‑mentioned aggregate production functions fitted the data exceptionally well, with the adjusted coefficients of determination above 0.95. Also, it was found that the inclusion of other macroeconomic variables, such as labour productivity, human capital or technology level to the two‑factor Cobb‑Douglas function did not result in a significantly better goodness‑of‑fit.
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References
Cobb, C. W., Douglas, P. H. (1928), A Theory of Production, ‘American Economic Review’, 18.
Dissanayake, J., Sim, N. (2010), Cross Country Empirical Investigation of the Aggregate Production Function Using Panel Quantile Regression. [In]: Proceedings of the 39th Australian Conference of Economists (ACE 10).
Duffy, J., Papageorgiou, C. (2000), A Cross‑Country Empirical Investigation of the Aggregate Production Function Specification, ‘Journal of Economic Growth’, 5.
Eurostat. (2016), available from: http://ec.europa.eu/eurostat/data/database.
Ferreira, F. C., Issler, J. V., Pessoa, S. (2003), Testing Production Functions used in Empirical Growth Studies, ‘Ensaios Economicos’, 507.
Human Development Report Office. (2013), available from: http://hdr.undp.org/en/2013‑report.
Islam, N. (1995), Growth Empirics: A Panel Data Approach, ‘Quarterly Journal of Economics’, 110 (4).
Mankiw, N. G., Romer, D., Weil, D. N. (1992), A contribution to the Empirics of Economic Growth, ‘Quarterly Journal of Economics’, 107.
Mincer, J. (1974), Schooling, Experience and Earning, ‘NBER’, 1–4.
O´Brien, R. M. (2007), A Caution Regarding Rules of Thumb for Variance Inflation Factors. ‘Quality and Quantity’, 41(5).
Room, M. (2001), Potential Output Estimates for Central and East European Countries Using Production Function Method, ‘Working papers of Eesti Pank’, 2.
Solow, R. M. (1957), Technical Change and the Aggregate Production Function, ‘Review of Economics and Statistics’, 39.
WorldBank. (2016), available from: http://data.worldbank.org/.
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