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Spatial aspects of wage curve estimation in Russia

Author

Listed:
  • Demidova, O.

    (National Research University "Higher School of Economics", Moscow, Russia)

  • Timofeeva, E.

    (National Research University "Higher School of Economics", Moscow, Russia)

Abstract

The wage curve is traditionally defined as the negative relationship between wages and unemployment rates (taking into account various control variables). It was empirically shown that the wage curve exists in some countries, including Russia. However, usually in such studies with data for the Russian regions, the mutual influence of Russian regions is not taken into account. This could create the problem of omitted variable bias. In this paper, we took into account the corresponding impact using spatial-econometric models and gave a detailed interpretation of the results. The estimate of the parameter reflecting the effect of unemployment on wages in the model without spatial effects is almost twice the corresponding estimate in the models where these effects are taken into account. According to panel data for 2005-2018 for 81 regions we estimated the partial marginal effects of changes in unemployment in one region on wages in the other regions. Similar calculations were made for the other variables. Using partial marginal effects, we found for each region: 1) the regions most affected by this one, 2) the regions, changes in which will most likely affect the selected one. This is important, for example, for assessing consequences of government programs etc.

Suggested Citation

  • Demidova, O. & Timofeeva, E., 2021. "Spatial aspects of wage curve estimation in Russia," Journal of the New Economic Association, New Economic Association, vol. 51(3), pages 69-101.
    • Handle: RePEc:nea:journl:y:2021:i:51:p:69-101
    DOI: 10.31737/2221-2264-2021-51-3-4
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    References listed on IDEAS

    as
    1. Kosfeld, Reinhold & Dreger, Christian, 2019. "Towards an East German wage curve - NUTS boundaries, labour market regions and unemployment spillovers," Regional Science and Urban Economics, Elsevier, vol. 76(C), pages 115-124.
    2. García-Mainar , Inmaculada & Montuenga-Gómez , Víctor M., 2012. "Wage dynamics in Spain: evidence from individual data (1994-2001)," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 24, pages 41-58.
    3. Sergei Guriev & Elena Vakulenko, 2015. "Breaking Out of Poverty Traps," SciencePo Working papers Main hal-03392969, HAL.
    4. David G. Blanchflower & Andrew J. Oswald, 1995. "The Wage Curve," MIT Press Books, The MIT Press, edition 1, volume 1, number 026202375x, December.
    5. Simonetta Longhi & Peter Nijkamp & Jacques Poot, 2006. "Spatial Heterogeneity And The Wage Curve Revisited," Journal of Regional Science, Wiley Blackwell, vol. 46(4), pages 707-731, October.
    6. Raul Ramos & Catia Nicodemo & Esteve Sanromá, 2015. "A spatial panel wage curve for Spain," Letters in Spatial and Resource Sciences, Springer, vol. 8(2), pages 125-139, July.
    7. Simon Jäger & Benjamin Schoefer & Samuel Young & Josef Zweimüller, 2020. "Wages and the Value of Nonemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1905-1963.
    8. Peter Nijkamp & Jacques Poot, 2005. "The Last Word on the Wage Curve?," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 421-450, July.
    9. Elena Vyacheslavovna Semerikova & Olga Anatolyevna Demidova, 2016. "Interaction of Regional Labour Markets in Russia: Spatial Econometric Analysis," Spatial Economics=Prostranstvennaya Ekonomika, Economic Research Institute, Far Eastern Branch, Russian Academy of Sciences (Khabarovsk, Russia), issue 3, pages 57-80.
    10. David Card, 1995. "The Wage Curve: A Review," Working Papers 722, Princeton University, Department of Economics, Industrial Relations Section..
    11. Reinhold Kosfeld & Christian Dreger, 2018. "Local and spatial cointegration in the wage curve – a spatial panel analysis for german regions," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 38(1), pages 53-75, February.
    12. David Card, 1995. "The Wage Curve: A Review," Journal of Economic Literature, American Economic Association, vol. 33(2), pages 285-299, June.
    13. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    14. Demidova, Olga, 2014. "Spatial-autoregressive model for the two groups of related regions (eastern and western parts of Russia)," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 34(2), pages 19-35.
    15. Ye.A. Kolomak (ekolomak@academ.org ), 2010. "Spatial externalities as a source of economic growth," Journal "Region: Economics and Sociology", Institute of Economics and Industrial Engineering of Siberian Branch of RAS, vol. 4.
    16. Olga Demidova & Pierluigi Daddi & Ekaterina Medvedeva & Marcello Signorelli, 2018. "Modeling the Employment Rate in Russia: a Spatial-Econometric Approach," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(4), pages 1383-1398.
    17. David G. Blanchflower & Andrew J. Oswald, 1995. "An Introduction to the Wage Curve," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 153-167, Summer.
    18. Kennedy, Steven & Borland, Jeff, 2000. "A Wage Curve for Australia?," Oxford Economic Papers, Oxford University Press, vol. 52(4), pages 774-803, October.
    19. Guriev, Sergei & Vakulenko, Elena, 2015. "Breaking out of poverty traps: Internal migration and interregional convergence in Russia," Journal of Comparative Economics, Elsevier, vol. 43(3), pages 633-649.
    20. J. Paul Elhorst, 2014. "Spatial Panel Data Models," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 37-93, Springer.
    21. 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.
    22. Johansen, Kare, 1995. "Norwegian Wage Curves," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(2), pages 229-247, May.
    23. Olga Demidova & Marcello Signorelli, 2012. "Determinants of youth unemployment in Russian regions," Post-Communist Economies, Taylor & Francis Journals, vol. 24(2), pages 191-217, January.
    24. Vladimir Gimpelson, 2019. "The labor market in Russia, 2000–2017," IZA World of Labor, Institute of Labor Economics (IZA), pages 466-466, September.
    25. Tatiana Danilenko & Olga Demidova & Marcello Signorelli, 2018. "Unemployment Clubs in Russian Regions," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(6), pages 1337-1357, May.
    26. Andrey Shilov & Joachim Mueller, 2008. "Wage curve: theory and empirics (in Russian)," Quantile, Quantile, issue 4, pages 93-100, March.
    27. A. W. Phillips, 1958. "The Relation Between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957," Economica, London School of Economics and Political Science, vol. 25(100), pages 283-299, November.
    28. Baltagi, Badi H. & Blien, Uwe & Wolf, Katja, 2012. "A dynamic spatial panel data approach to the German wage curve," Economic Modelling, Elsevier, vol. 29(1), pages 12-21.
    29. Blanchflower, David G., 2001. "Unemployment, Well-Being, and Wage Curves in Eastern and Central Europe," Journal of the Japanese and International Economies, Elsevier, vol. 15(4), pages 364-402, December.
    30. repec:fth:prinin:343 is not listed on IDEAS
    31. David G. Blanchflower & Andrew J. Oswald & Peter Sanfey, 1996. "Wages, Profits, and Rent-Sharing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(1), pages 227-251.
    32. Shilov, Andrey & Möller, Joachim, 2009. "The wage curve in Russia, 1995-2005," Economics Letters, Elsevier, vol. 102(2), pages 90-92, February.
    33. J. Paul Elhorst & Uwe Blien & Katja Wolf, 2007. "New Evidence on the Wage Curve," International Regional Science Review, , vol. 30(2), pages 173-191, April.
    34. Campbell, Carl & Orszag, J. Michael, 1998. "A model of the wage curve," Economics Letters, Elsevier, vol. 59(1), pages 119-125, April.
    35. Shapiro, Carl & Stiglitz, Joseph E, 1984. "Equilibrium Unemployment as a Worker Discipline Device," American Economic Review, American Economic Association, vol. 74(3), pages 433-444, June.
    36. Baltagi, Badi H. & Blien, Uwe, 1998. "The German wage curve: evidence from the IAB employment sample," Economics Letters, Elsevier, vol. 61(2), pages 135-142, November.
    37. repec:hal:spmain:info:hdl:2441/29rpk7q0oq98a9ckfivpgfdvo0 is not listed on IDEAS
    38. Zemtsov, S. & Smelov, Y., 2018. "Factors of Regional Development in Russia: Geography, Human Capital and Regional Policies," Journal of the New Economic Association, New Economic Association, vol. 40(4), pages 84-108.
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    Cited by:

    1. Demidova, Olga, 2021. "Methods of spatial econometrics and evaluation of government programs effectiveness," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 64, pages 107-134.
    2. Venera Timiryanova & Dina Krasnoselskaya & Natalia Kuzminykh, 2022. "Applying the Multilevel Approach in Estimation of Income Population Differences," Stats, MDPI, vol. 6(1), pages 1-32, December.

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    More about this item

    Keywords

    wage curve; unemployment; spatial models; marginal effects;
    All these keywords.

    JEL classification:

    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics

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