Public and private capital productivity in Russia: a non-parametric investigation
The productivity of public capital has been very popular research topic for US and other OECD countries, while studies using data from transitional countries are almost non-existent. In this paper, we analyze the productivity of public and private capital in Russia with parametric and non-parametric regression methods utilizing a unique regional level panel data from 2003 to 2007. More specifically, we assess public capital’s spillover effects, i.e., the productivity of public capital on private output, as well as the productivity of different capital ownership types on total output. We find that public capital has a clear positive effect on private output. However, our estimates and test statistics show that parametric methods are not able to grasp vast non-linearities and heterogeneity present among Russian regions, while the non-parametric approach can capture these important features of the data better. Furthermore, we find that multicollinearity is an important methodological problem which should be accounted for in analysis concerning capital data. Our results also suggest that the impact of public capital in Russia is heterogeneous in the sense that for some regions its contribution to private output is insignificant or even negative while it has a considerable positive role for most regions. Concerning the capital elasticities of total output, we find that public capital is less productive than private capital and roughly as productive as joint private-public capital. Copyright Springer-Verlag 2013
Volume (Year): 45 (2013)
Issue (Month): 1 (August)
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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Djankov, Simeon & Murrell, Peter, 2002.
"Enterprise Restructuring in Transition: A Quantitative Survey,"
CEPR Discussion Papers
3319, C.E.P.R. Discussion Papers.
- Simeon Djankov & Peter Murrell, 2002. "Enterprise Restructuring in Transition: A Quantitative Survey," Journal of Economic Literature, American Economic Association, vol. 40(3), pages 739-792, September.
- Leppänen, Simo & Linden, Mikael & Solanko, Laura, 2012. "Firms, public good provision and institutional uncertainty: Evidence from Russia," Economic Systems, Elsevier, vol. 36(4), pages 522-530.
- David Aschauer, 1988.
"Is public expenditure productive?,"
88-7, Federal Reserve Bank of Chicago.
- Peter Hall & Qi Li & Jeffrey S. Racine, 2007. "Nonparametric Estimation of Regression Functions in the Presence of Irrelevant Regressors," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 784-789, November.
- Gramlich, Edward M, 1994. "Infrastructure Investment: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1176-1196, September.
- Pesaran, M.H., 2003.
"A Simple Panel Unit Root Test in the Presence of Cross Section Dependence,"
Cambridge Working Papers in Economics
0346, Faculty of Economics, University of Cambridge.
- M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
- Aghion, Philippe & Schankerman, Mark, 1999. "Competition, Entry, and the Social Returns to Infrastructure in Transition Economies," CEPR Discussion Papers 2052, C.E.P.R. Discussion Papers.
- DAROLLES, Serge & FLORENS, Jean-Pierre & RENAULT, Éric, 2002.
"Nonparametric Instrumental Regression,"
Cahiers de recherche
2002-05, Universite de Montreal, Departement de sciences economiques.
- Serge Darolles & Jean-Pierre Florens & Eric Renault, 2000. "Nonparametric Instrumental Regression," Working Papers 2000-17, Centre de Recherche en Economie et Statistique.
- Darolles, Serge & Fan, Yanqin & Florens, Jean-Pierre & Renault, Eric, 2003. "Non Parametric Instrumental Regression," IDEI Working Papers 228, Institut d'Économie Industrielle (IDEI), Toulouse, revised 2010.
- Serge Darolles & Jean-Pierre Florens & Yanqin Fan & Eric Renault, 2011. "Nonparametric Instrumental Regression," Post-Print halshs-00677716, HAL.
- Alexei Izyumov & John Vahaly, 2008. "Old Capital vs. New Investment in Post-Soviet Economies: Conceptual Issues and Estimates," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 50(1), pages 79-110, March.
- Dessus, Sebastien & Herrera, Remy, 2000. "Public Capital and Growth Revisited: A Panel Data Assessment," Economic Development and Cultural Change, University of Chicago Press, vol. 48(2), pages 407-418, January.
- Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
- International Monetary Fund, 2000. "The Great Contractions in Russia, the Baltics and the Other Countries of the Former Soviet Union; A View From the Supply Side," IMF Working Papers 00/32, International Monetary Fund.
- Jeffrey P. Cohen & Catherine J. Morrison Paul, 2004. "Public Infrastructure Investment, Interstate Spatial Spillovers, and Manufacturing Costs," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 551-560, May.
- Evans, Paul & Karras, Georgios, 1994. "Are Government Activities Productive? Evidence from a Panel of U.S. States," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 1-11, February.
- Richard Blundell & Xiaohong Chen & Dennis Kristensen, 2007. "Semi-Nonparametric IV Estimation of Shape-Invariant Engel Curves," Econometrica, Econometric Society, vol. 75(6), pages 1613-1669, November.
- Daniel J. Henderson & Subal C. Kumbhakar, 2006. "Public and Private Capital Productivity Puzzle: A Nonparametric Approach," Southern Economic Journal, Southern Economic Association, vol. 73(1), pages 219-232, July.
- Ai, Chunrong & Cassou, Steven P., 1997. "On public capital analysis with state data," Economics Letters, Elsevier, vol. 57(2), pages 209-212, December.
- Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003.
"Testing for unit roots in heterogeneous panels,"
Journal of Econometrics,
Elsevier, vol. 115(1), pages 53-74, July.
- Tom Doan, "undated". "IPSHIN: RATS procedure to implement Im, Pesaran and Shin panel unit root test," Statistical Software Components RTS00098, Boston College Department of Economics.
- Pasaran, M.H. & Im, K.S. & Shin, Y., 1995. "Testing for Unit Roots in Heterogeneous Panels," Cambridge Working Papers in Economics 9526, Faculty of Economics, University of Cambridge.
- Karlsson, Sune & Lothgren, Mickael, 2000.
"On the power and interpretation of panel unit root tests,"
Elsevier, vol. 66(3), pages 249-255, March.
- Karlsson, Sune & Löthgren, Mickael, 1999. "On the power and interpretation of panel unit root tests," SSE/EFI Working Paper Series in Economics and Finance 299, Stockholm School of Economics.
- Hayfield, Tristen & Racine, Jeffrey S., 2008. "Nonparametric Econometrics: The np Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i05).
- Hsiao, Cheng & Li, Qi & Racine, Jeffrey S., 2007.
"A consistent model specification test with mixed discrete and continuous data,"
Journal of Econometrics,
Elsevier, vol. 140(2), pages 802-826, October.
- Cheng Hsiao & Qi Li & Jeff Racine, 2006. "A Consistent Model Specification Test with Mixed Discrete and Continuous Data," IEPR Working Papers 06.47, Institute of Economic Policy Research (IEPR).
- Maddala, G S & Wu, Shaowen, 1999. " A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
- Fyodor I Kushnirsky, 2001. "A Modification of the Production Function for Transition Economies Reflecting the Role of Institutional Factors," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 43(1), pages 1-30, April.
- Holtz-Eakin, Douglas, 1994. "Public-Sector Capital and the Productivity Puzzle," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 12-21, February.
- Philippe Aghion & Mark Schankerman, 1999. "Competition, entry and the social returns to infrastructure in transition economies," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 7(1), pages 79-101, March.
- Qiying Wang & Peter C.B. Phillips, 2008.
"Structural Nonparametric Cointegrating Regression,"
Cowles Foundation Discussion Papers
1657, Cowles Foundation for Research in Economics, Yale University.
- Nadiri, M Ishaq & Mamuneas, Theofanis P, 1994.
"The Effects of Public Infrastructure and R&D Capital on the Cost Structure and Performance of U.S. Manufacturing Industries,"
The Review of Economics and Statistics,
MIT Press, vol. 76(1), pages 22-37, February.
- M. Ishaq Nadiri & Theofanis P. Mamuneas, 1991. "The Effects of Public Infrastructure and R&D Capital on the Cost Structure and Performance of U.S. Manufacturing Industries," NBER Working Papers 3887, National Bureau of Economic Research, Inc.
- Nadiri, M. Ishaq & Mamuneas, Theofanis P., 1991. "The Effects of Public Infrastructure and R&D Capital on the Cost Structure and Performance of U.S. Manufacturing Industries," Working Papers 91-57, C.V. Starr Center for Applied Economics, New York University.
- Huynh, Kim P. & Jacho-Chávez, David T., 2009. "Growth and governance: A nonparametric analysis," Journal of Comparative Economics, Elsevier, vol. 37(1), pages 121-143, March.
- Qi Li & Jeffrey Scott Racine, 2006. "Nonparametric Econometrics: Theory and Practice," Economics Books, Princeton University Press, edition 1, number 8355.
- Whitney K. Newey & James L. Powell, 2003. "Instrumental Variable Estimation of Nonparametric Models," Econometrica, Econometric Society, vol. 71(5), pages 1565-1578, 09.
- G. Duggal, Vijaya & Saltzman, Cynthia & Klein, Lawrence R., 1999. "Infrastructure and productivity: a nonlinear approach," Journal of Econometrics, Elsevier, vol. 92(1), pages 47-74, September.
- Baltagi, Badi H & Pinnoi, Nat, 1995. "Public Capital Stock and State Productivity Growth: Further Evidence from an Error Components Model," Empirical Economics, Springer, vol. 20(2), pages 351-359.
- Boris Dodonov & Christian Von Hirschhausen & Petra Opitz & Pavlo Sugolov, 2002. "Efficient Infrastructure Supply for Economic Development in Transition Countries: The Case of Ukraine," Post-Communist Economies, Taylor & Francis Journals, vol. 14(2), pages 149-167.
- Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002.
"Unit root tests in panel data: asymptotic and finite-sample properties,"
Journal of Econometrics,
Elsevier, vol. 108(1), pages 1-24, May.
- Tom Doan, "undated". "LEVINLIN: RATS procedure to perform Levin-Lin-Chu test for unit roots in panel data," Statistical Software Components RTS00242, Boston College Department of Economics.
- Basdevant, Olivier, 2000. "An econometric model of the Russian Federation," Economic Modelling, Elsevier, vol. 17(2), pages 305-336, April.
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