Research article Special Issues

Market and home production earnings gaps in Russia

  • Received: 27 February 2023 Revised: 28 March 2023 Accepted: 02 April 2023 Published: 10 April 2023
  • JEL Codes: F16, J31, D31

  • This study assesses the evolution of earnings across different groups of workers during Russia's 2000–2013 oil boom and amidst the 2014–2015 oil bust and a trade war. Unconditional quantile regressions and growth incidence curves are applied to nine household surveys for 2000–2016 to estimate earnings gaps across urban/rural, farming/non-farming and gender divides at various earnings quantiles. Gaps in pre-fiscal formal labor market earnings and informal non-market home production are assessed, distinguishing the roles of workers' endowments differentials and returns differentials in production markets. Earning gaps are found to be pervasive, with rural and some female-headed households receiving lower returns on their human capital in part because they lack employment opportunities. Rural Russian households face mobility barriers and lack decent employment opportunities, thus lacking incentives for skill investment. Rural households tend to be less educated and face low returns on their various marketable characteristics. Gender gaps were particularly high historically, particularly among lower quantile groups, but have been steadily falling over the past decade. Growth incidence curves reveal that the 2014 shocks affected particularly harshly the farming and urban households, both immediately and over the following years. We conclude that Russia should strengthen its rural assistance programs and lower the mobility and resettlement barriers to improve rural households' access to education and employment.

    Citation: Vladimir Hlasny. Market and home production earnings gaps in Russia[J]. National Accounting Review, 2023, 5(2): 108-124. doi: 10.3934/NAR.2023007

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  • This study assesses the evolution of earnings across different groups of workers during Russia's 2000–2013 oil boom and amidst the 2014–2015 oil bust and a trade war. Unconditional quantile regressions and growth incidence curves are applied to nine household surveys for 2000–2016 to estimate earnings gaps across urban/rural, farming/non-farming and gender divides at various earnings quantiles. Gaps in pre-fiscal formal labor market earnings and informal non-market home production are assessed, distinguishing the roles of workers' endowments differentials and returns differentials in production markets. Earning gaps are found to be pervasive, with rural and some female-headed households receiving lower returns on their human capital in part because they lack employment opportunities. Rural Russian households face mobility barriers and lack decent employment opportunities, thus lacking incentives for skill investment. Rural households tend to be less educated and face low returns on their various marketable characteristics. Gender gaps were particularly high historically, particularly among lower quantile groups, but have been steadily falling over the past decade. Growth incidence curves reveal that the 2014 shocks affected particularly harshly the farming and urban households, both immediately and over the following years. We conclude that Russia should strengthen its rural assistance programs and lower the mobility and resettlement barriers to improve rural households' access to education and employment.



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    [1] Abanokova K, Dang HAH, Lokshin M (2022) Do Adjustments for Equivalence Scales Affect Poverty Dynamics? Evidence from the Russian Federation during 1994–2017. Rev Income Wealth 68: S167–S192. https://doi.org/10.1111/roiw.12559 doi: 10.1111/roiw.12559
    [2] Barseghyan, Gayane (2019) Sanctions and counter-sanctions: What did they do?, Available from: http://nbn-resolving.de/urn:NBN:fi:bof-201912101702.
    [3] Brainerd, Elizabeth (1998) Winners and losers in Russia's economic transition. Am Econ Rev 88:1094–1116.
    [4] Bukowski P, Novokmet F (2019) Between Communism and Capitalism: Long-Term Inequality in Poland, 1892–2015. J Econ Growth 26: 187–239 https://doi.org/10.1007/s10887-021-09190-1 doi: 10.1007/s10887-021-09190-1
    [5] Calvo PA, Lopez-Calva LF, Posadas J (2015) A decade of declining earnings inequality in the Russian Federation.
    [6] Clarke S (2005) Post‐socialist trade unions: China and Russia. Ind Relat J 36: 2–18. https://doi.org/10.1111/j.1468-2338.2005.00342.x doi: 10.1111/j.1468-2338.2005.00342.x
    [7] Dang HAH, Lokshin MM, Abanokova K (2019a) Did the poor adapt to their circumstances? Evidence from long-run Russian panel data. Econ Bull.
    [8] Dang, HAH, Lokshin MM, Abanokova K, et al. (2019b) Welfare and inequality dynamics in the Russian Federation during 1994–2015. Eur J Dev Res 32: 812–846. https://doi.org/10.1057/s41287-019-00241-3 doi: 10.1057/s41287-019-00241-3
    [9] DiNardo J, Fortin NM, Lemieux T (1996) Labor market institutions and the distribution of wages, 1973–1992: A semi-parametric approach. Econometrica 64: 1001–1044.
    [10] Drobyshevsky S, Pikulina E (2012) Analysis of a potential "bubble" on Russia's real estate market. http://dx.doi.org/10.2139/ssrn.2121244
    [11] Durand-Lasserve O, Blöchliger H (2018) The drivers of regional growth in Russia: a baseline model with application. https://doi.org/10.1787/9279f6c3-en
    [12] Fedorov L (2002) Regional inequality and regional polarization in Russia, 1990–99. World Dev 30: 443–456. https://doi.org/10.1016/S0305-750X(01)00124-3 doi: 10.1016/S0305-750X(01)00124-3
    [13] Firpo S, Fortin NM, Lemieux T (2009) Unconditional quantile regressions. Econometrica 77: 953–973. https://doi.org/10.3982/ECTA6822 doi: 10.3982/ECTA6822
    [14] Fournier JM, Koske I (2012) The determinants of earnings inequality: evidence from quantile regressions. https://doi.org/10.1787/eco_studies-2012-5k8zs3twbrd8
    [15] Gimpelson VY (2016) Structural change and inter-industry wage differentiation. J New Econ Assoc 3: 186–197. https://doi.org/10.31737/2221-2264-2016-31-3-9 doi: 10.31737/2221-2264-2016-31-3-9
    [16] Gimpelson VY, Lukiyanova A (2009) Are public sector workers underpaid in Russia? Estimating the public-private wage gap. https://doi.org/10.2139/ssrn.1329579
    [17] Gluschenko KP (2010) Methodologies of analyzing inter-regional income inequality and their applications to Russia. http://dx.doi.org/10.2139/ssrn.1649666
    [18] Gluschenko KP (2011a) Price convergence and market integration in Russia. Reg Sci Urban Econ 41: 160–172. https://doi.org/10.1016/j.regsciurbeco.2010.12.003 doi: 10.1016/j.regsciurbeco.2010.12.003
    [19] Gluschenko KP (2011b) Studies on income inequality among Russian regions: variations in social-economic development by region. Reg Res Russ 1: 319–330. https://doi.org/10.1134/S2079970511040034 doi: 10.1134/S2079970511040034
    [20] Gorodnichenko Y, Martinez-Vazquez J, Sabirianova-Peter K (2009) Myth and reality of flat tax reform: micro estimates of tax evasion response and welfare effects in Russia. J Polit Econ 117: 504–554. https://doi.org/10.1086/599760 doi: 10.1086/599760
    [21] Gorodnichenko Y, Sabirianova-Peter K, Stolyarov D (2010) Inequality and volatility moderation in Russia: evidence from micro-level panel data on consumption and income. Rev Econ Dynam 13: 209–237. https://doi.org/10.1016/j.red.2009.09.006 doi: 10.1016/j.red.2009.09.006
    [22] Götz L, Glauben T, Brümmer B (2013) Wheat export restrictions and domestic market effects in Russia and Ukraine during the food crisis. Food Policy 38: 214–226. https://doi.org/10.1016/j.foodpol.2012.12.001 doi: 10.1016/j.foodpol.2012.12.001
    [23] Guriev S, Rachinsky A (2005) The role of oligarchs in Russian capitalism. J Econ Perspect 19: 131–150.
    [24] Guriev, Sergei, and Andrei Rachinsky (2006) The evolution of personal wealth in the former Soviet Union and Central and Eastern Europe, UNU-Wider.
    [25] Guriev S, Vakulenko E (2012) Convergence between Russian regions.
    [26] Hlasny V (2019) Different faces of inequality across Asia: Decomposition of income gaps across demographic groups. In: Huang, B., Morgan, P.J., Yoshino, N., Demystifying Rising Inequality in Asia, 38–107, Tokyo: Asian Development Bank Institute. http://dx.doi.org/10.2139/ssrn.2881456
    [27] Hlasny V (2020a) Decomposition of income gaps across socioeconomic groups: the case of six Asian countries. J Income Distrib.
    [28] Hlasny V (2020b) Nonresponse bias in inequality measurement: cross-country analysis using Luxembourg Income Study surveys. Soc Sci Q 101: 712–731. https://doi.org/10.1111/ssqu.12762 doi: 10.1111/ssqu.12762
    [29] Hlasny V (2023) Les revenus des ménages dans la Russie de Poutine: changement distributionnel entre les groupes socioéconomiques, 2000–2016. Revue d'É conomie du Développement 30.
    [30] Ivanova A, Keen M, Klemm A (2005) The Russian 'flat tax' reform. Econ Policy 43: 397–444.
    [31] Johnson T (2013) Food price volatility and insecurity. Available from: https://www.cfr.org/backgrounder/food-price-volatility-and-insecurity.
    [32] Kolenikov S, Shorrocks A (2005) A decomposition analysis of regional poverty in Russia. Rev Dev Econ 9: 25–46. https://doi.org/10.1111/j.1467-9361.2005.00262.x doi: 10.1111/j.1467-9361.2005.00262.x
    [33] Kosareva N, Raymond JS, Tkachenko A (2000) Russia: dramatic shift to demand-side assistance, In: Stryuk, R., Homeownership and Housing Finance Policy in the Former Soviet Bloc: Costly Populism, Washington, DC: Urban Institute, 151–216.
    [34] Kozyreva P, Kosolapov M, Popkin BM (2015) Data resource profile: the Russian Longitudinal Monitoring Survey-Higher School of Economics phase II: monitoring the economic and health situation in Russia, 1994–2013. Int J Epidemiol 45: 395–401. https://doi.org/10.1093/ije/dyv357 doi: 10.1093/ije/dyv357
    [35] Leonard CS, Nazarov Z, Vakulenko ES (2016) The impact of sub‐national institutions: recentralization and regional growth in the Russian Federation (2001–2008). Econ Transit I Change 24: 421–446. https://doi.org/10.1111/ecot.12095 doi: 10.1111/ecot.12095
    [36] Lisina A, Kerm PV (2019) Understanding inequality and poverty trends in Russia. Available from: http://ecineq.org/ecineq_paris19/papers_EcineqPSE/paper_322.pdf.
    [37] Lukiyanova A (2015) Earnings inequality and informal employment in Russia. Econ Transit 23: 469–516. https://doi.org/10.1111/ecot.12069 doi: 10.1111/ecot.12069
    [38] Lukiyanova A, Vishnevskaya N (2016) Decentralization of Minimum Wage Setting in Russia: Causes and Consequences. Econ Labour Relat Rev 27: 98–117. https://doi.org/10.1177/1035304616629616 doi: 10.1177/1035304616629616
    [39] Luxembourg Income Study (LIS) (2019) Russia income reference years 2000–2016. Available from: http://www.lisdatacenter.org.
    [40] Machado JAF, Mata J (2005) Counterfactual decomposition of changes in wage distributions using quantile regression. J Appl Econ 20: 445–465. https://doi.org/10.1002/jae.788
    [41] Mahler C (2011) Diverging fortunes: recent developments in income inequality across Russian regions.
    [42] Malkina M (2017) Contribution of various income sources to interregional inequality of the per capita income in the Russian Federation. Equilibrium–Quart J Econ Econ Policy 12:3 99–416. https://doi.org/24136/eq.v12i3.21
    [43] Novokmet F, Piketty T, Zucman G (2018) From Soviets to oligarchs: inequality and property in Russia 1905–2016. J Econ Inequal 16:189–223. https://doi.org/10.1007/s10888-018-9383-0 doi: 10.1007/s10888-018-9383-0
    [44] Ovcharova LN, Popova DO, Rudberg AM (2016) Decomposition of income inequality in contemporary Russia. J New Econ Assoc 3: 170–186. https://doi.org/10.31737/2221-2264-2016-31-3-8 doi: 10.31737/2221-2264-2016-31-3-8
    [45] Popova D, Matytsin M, Sinnot E (2018) Distributional impact of taxes and social transfers in Russia over the downturn. J Eur Soc Policy 28: 535–548. https://doi.org/10.1177/0958928718767608 doi: 10.1177/0958928718767608
    [46] Ravallion M, Chen S (2003) Measuring pro-poor growth. Econ Lett 78: 93–99. https://doi.org/10.1016/S0165-1765(02)00205-7 doi: 10.1016/S0165-1765(02)00205-7
    [47] Remington TF (2011) The Politics of Inequality in Russia. Cambridge, UK: Cambridge University Press. https://doi.org/10.1017/CBO9780511973024
    [48] Wegren SK (2014) Rural Inequality in Post-Soviet Russia. Probl Post-Communism 61: 52–64. https://doi.org/10.2753/PPC1075-8216610104 doi: 10.2753/PPC1075-8216610104
    [49] World Bank (2015) Inflation: GDP Deflator (annual %), World Bank national accounts data, and OECD National Accounts data files. Available from: http://data.worldbank.org/indicator/NY.GDP.DEFL.KD.ZG.
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