Анализ факторов совокупной факторной производительности российских регионов
DOI:
https://doi.org/10.17059/2018-4-9Keywords:
regional economics, economic growth, total factor productivity, spatial econometrics, agglomeration effects, employment density, degree of urbanization, gross regional product, technological spillovers, financial infrastructure, social infrastructureAbstract
The article investigates the major determinants of total factor productivity of Russian regions, in particular, the role of spillovers and agglomeration effects. Agglomeration effects are found to be important in regions located in the European part of Russia and in regions with low shares of extraction in the gross regional product (GRP): employment density in such regions turns out to be a significant factor determining total factor productivity. At the same time, neither employment density nor the degree of urbanization affects regions’ sensitivities to spillovers of total factor productivity from other regions - instead, these sensitivities depend only on the sizes of regional capitals and on shares of credit in GRP. This suggests that firms from regions with large capitals and high shares of credit in GRP are more actively expanding into neighboring regions: through their linkages with local firms in host regions, they may create positive correlations between total factor productivities in such host regions and their home regions. The analysis is based on methods of spatial econometrics - namely, the spatial lag and spatial error models with constant and variable spatial coefficients. The estimation is performed with maximum likelihood.References
Solow, R. M. (1956). A Contribution to the Theory of Economic Growth. Quarterly Journal of Economics, 70(1), 65–94. DOI: http://doi.org/10.2307/1884513.
Swan, T. W. (1956). Economic growth and capital accumulation. Economic Record, 32(2), 334–361. DOI: http://doi.org/10.1111/j.1475–4932.1956.tb00434.x.
Bils, M., & Klenow, P. J. (2000). Does schooling cause growth? American Economic Review, 90(5), 1160–1183. DOI: http://doi.org/10.1257/aer.90.5.1160.
Gennaioli, N., La Porta, R., Lopez-de-Silanes, F. & Schleifer, A. (2013). Human capital and regional development. Quarterly Journal of Economics, 128(1), 105–164.
Hsieh, C. & Klenow, P. J. (2010). Development Accounting. American Economic Journal: Macroeconomics, 2(1), 207–223. DOI: http://doi.org/10.1257.
Hall, R. E. & Jones, C. I. (1999). Why do some countries produce so much more output per worker than others? Quarterly Journal of Economics, 114(1), 83–116. DOI: http://doi.org/10.1017/CBO9781107415324.004.
Voskoboynikov, I. B. (2003). Otsenka sovokupnoy faktornoy proizvoditelnosti rossiyskoy ekonomiki v period 1961–2001 gg. s uchyotom korrektirovki dinamiki osnovnykh fondov [Total factor productivity growth in Russia in 1961–2001 in terms of the fixed assets stock correction model. Preprint WP2/2003/03]. Preprint WP2/2003/03. Moscow: SU HSE Publ., 40. (In Russ.)
Aiello, F. & Scoppa, V. (2000). Uneven regional development in Italy: explaining differences in productivity levels. Giornale Degli Economisti E Annali Di Economia, 60(2), 270–298.
Ciccone, A. & Hall, R. E. (1996). Productivity and the Density of Economic Acitivity. American Economic Review, 86(1), 54–70.
Dell, M., Jones, B. F., & Olken, B. A. (2009). Temperature and income: Reconciling new cross-sectional and panel estimates. American Economic Review, 99(2), 198–204. DOI: http://doi.org/10.1257/aer.99.2.198.
Basile, R. (2008). Regional economic growth in Europe: A semiparametric spatial dependence approach. Papers in Regional Science, 87(4), 527–544. DOI: http://doi.org/10.1111/j.1435–5957.2008.00175.x.
Kolomak, E. A. (2010). Izmenenie mezhregionalnogo neravenstva v Rossii. Analiz raznykh aspektov [Dynamics of interregional disparities in russia: analysis of different aspects]. Vestnik NGU [World of economics and management], 10(1), 78–85. (In Russ.)
Isaev, A. G. (2016). Raspredelenie finansovykh resursov v byudzhetnoy sisteme RF i ekonomicheskiy rost rossiyskikh regionov [Distribution of financial resources within the budget system of the Russian federation and regions’ economic growth]. Prostranstvennaya ekonomika [Spatial Economics], 4, 61–74. (In Russ.)
Demidova, O. A. & Ivanov, D. S. (2016). Modeli ekonomicheskogo rosta s neodnorodnymi prostranstvennymi effektami. Na primere rossiyskikh regionov [Models of Economic Growth with Heterogenous Spatial Effects: The Case of Russian Regions]. Ekonomicheskiy zhurnal VSHE [The HSE Economic Journal], 20(1), 52–75. (In Russ.)
Demidova, O., Marelli, E. & Signorelli, M. (2013). Spatial effects on the youth unemployment rate. Eastern European Economics, 51(5), 94–124. DOI: http://doi.org/10.2753/EEE0012–8775510504.
Demidova, O. A. (2014). Prostranstvenno-avtoregressionnaya model dlya dvukh grupp vzaimosvyazannykh regionov. Na primere vostochnoy i zapadnoy chasti Rossii [Spatial-autoregressive model for the two groups of related regions (eastern and western parts of Russia)]. Prikladnaya ekonometrika [Applied Econometrics], 2, 19–35. (In Russ.)
Kolomak, E. A. (2010). Prostranstvennyye eksternalii kak resurs ekonomicheskogo rosta [Spatial externalities as a source of economic growth.]. Region. Ekonomika i sotsiologiya [Regional Research of Russia], 4, 73–87. (In Russ.)
Ivanova, V. I. (2014). Regionalnaya konvergentsiya dokhodov naseleniya. Prostranstvennyy analiz [Regional Convergence of Income: Spatial Analysis]. Prostranstvennaya ekonomika [Spatial Economics], 4, 100–119. (In Russ.)
Buccellato, T. (2007). Convergence Across Russian Regions: A Spatial Econometrics Approach. Centre for the Study of Economic and Social Change in Europe, SSEES, UCL. Economics Working Papers. London, 72, 29.
Kholodilin, K., Oshchepkov, A. & Siliverstovs, B. (2009). The Russian Regional Convergence Process: Where Does It Go? DIW Berlin Discussion Papers, 861, 35. DOI: http://doi.org/10.1111/j.1468–0319.1984.tb00555.x.
Meinen, G., Verbiest, P., Wolf, P. P. de. (1998). Perpetual Inventory Method. Service lives, Discard patterns and Depreciation methods. CBS Statistics Netherlands, 55.
Bessonov, V. A. (2004). O dinamike sovokupnoy faktornoy proizvoditelnosti v rossiyskoy perekhodnoy ekonomike [On the dynamics of total factor productivity in the transitional Russian economy]. Ekonomicheskiy zhurnal VSHE [The HSE Economic Journal], 4, 542–587. (In Russ.)
Myasnikov, A. A. (2016). Sovokupnaya faktornaya proizvoditelnost v rossiyskikh regionakh v 2000 — 2014 gg. [Total factor productivity in Russian regions in 2000–2014]. Ekonomika i predprinimatelstvo [Journal of Economy and Entrepreneurship], 12–4 (77), 657–664. (In Russ.)
Breinlich, H., Ottaviano, G. I. P. & Temple, J. R. W. (2014). Regional Growth and Regional Decline. Handbook of Economic Growth, 2. Elsevier B. V., 683–779. DOI: http://doi.org/10.1016/B978–0–444–53540–5.00004–5.
Fedorov, L. Regional inequality and regional polarization in Russia, 1990–99. World Development, 30(3), 443–456. DOI: http://doi.org/10.1016/S0305–750X(01)00124–3.
Beck, T., Levine, R. & Loayza, N. (2000). Finance and the sources of growth. Journal of Financial Economics, 58(2), 261–300. DOI: http://doi.org/10.1016/S0304–405X(00)00072–6.
Elhorst, J. P. (2009). Spatial panel data models. Handbook of applied spatial analysis. Springer, 377–407. DOI: http://doi.org/10.1007/978–3–642–03647–7.
Anselin, L. (1998). Spatial econometrics: methods and models. Kluwer Academic Publishers, 284.
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