Skip to main content
Top
Published in: Social Indicators Research 3/2020

20-08-2019 | Original Research

Dynamic and Asymmetric Response of Inequality to Income Volatility: The Case of the United Kingdom

Authors: Goodness C. Aye, Giray Gozgor, Rangan Gupta

Published in: Social Indicators Research | Issue 3/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Using the quarterly data of the United Kingdom (UK) for the period from 1975Q1 to 2016Q1, the paper analyses the dynamic and the asymmetric responses of inequality to the real gross domestic product (GDP) (income) volatility. For this purpose, we consider the bivariate Generalized Autoregressive Conditional Heteroskedasticity-in-mean (GARCH-M) Structural Vector Autoregressive (VAR) based models to examine the related relationship. Applying this method to the different measures of both income- and consumption inequality (i.e. the measures of the Gini, the standard deviation, and the 90–10 percentile differential), we find that income volatility has an increasing effect on inequality. Not only the real GDP volatility significantly increases inequality, but also its effect is asymmetric. In other words, inequality differently responds to positive and negative income growth volatility shocks. Moreover, the volatility in the GDP-inequality equation tends to amplify the positive dynamic response of inequality to a positive income shock, while diminishing the response of inequality to a negative income shock. The implications of these findings are also drawn.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Footnotes
1
Further technical details about the model can be obtained from Elder and Serletis (2010). Of course, as pointed out by an anonymous referee, one could incorporate long-memory in the volatility process based on fractional integration and derive the shock process separately, and then compute the impulse responses based on local linear projections as in Jordà (2005).
 
3
Following the suggestion of an anonymous referee, to guard against the presence of outliers in the data, we restimated model 1 using SEATS/TRAMO adjusted variables based on. The conclusion regarding the increasing (decreasing) response of inequality to positive (negative) income volatility remains valid. The results are available from authors upon request.
 
5
Based on the concern of the referee that inequality might be slow to react to income volatility, we ordered income volatility last. We found that while income volatility did increase the various inequality measures, the impact was statistically insignificant, thus suggesting that inequality does react instantaneously to income volatility shocks, since if it did not, the effect would have been statistically insignificant. In other words, our ordering of income volatility first to identify the income uncertainty shocks is indeed correct. Complete details of these results are available upon request from the authors.
 
Literature
go back to reference Agénor, P. R. (2004). Macroeconomic adjustment and the poor: Analytical issues and cross country evidence. Journal of Economic Surveys,18(3), 351–408.CrossRef Agénor, P. R. (2004). Macroeconomic adjustment and the poor: Analytical issues and cross country evidence. Journal of Economic Surveys,18(3), 351–408.CrossRef
go back to reference Alvaredo, F., Atkinson, A. B., Piketty, T., & Saez, E. (2013). The top 1 percent in international and historical perspective. Journal of Economic Perspectives,27(3), 3–20.CrossRef Alvaredo, F., Atkinson, A. B., Piketty, T., & Saez, E. (2013). The top 1 percent in international and historical perspective. Journal of Economic Perspectives,27(3), 3–20.CrossRef
go back to reference Atkinson, A. B. (2015). Inequality: What can be done?. Cambridge, MA: Harvard University Press.CrossRef Atkinson, A. B. (2015). Inequality: What can be done?. Cambridge, MA: Harvard University Press.CrossRef
go back to reference Aye, G. C., Clance, M. W., & Gupta, R. (2019). The effectiveness of monetary and fiscal policy shocks on U.S. inequality: The role of uncertainty. Quality and Quantity,53(1), 283–295.CrossRef Aye, G. C., Clance, M. W., & Gupta, R. (2019). The effectiveness of monetary and fiscal policy shocks on U.S. inequality: The role of uncertainty. Quality and Quantity,53(1), 283–295.CrossRef
go back to reference Bahmani-Oskooee, M., & Motavallizadeh-Ardakani, A. (2018). On the effects of income volatility on income distribution: Asymmetric evidence from state level data in the US. Research in Economics,72(2), 224–239.CrossRef Bahmani-Oskooee, M., & Motavallizadeh-Ardakani, A. (2018). On the effects of income volatility on income distribution: Asymmetric evidence from state level data in the US. Research in Economics,72(2), 224–239.CrossRef
go back to reference Belfield, C., Cribb, J., Hood, A., & Joyce, R. (2014). Living standards, poverty and inequality in the UK: 2014. Report No. 96, London: Institute for Fiscal Studies. Belfield, C., Cribb, J., Hood, A., & Joyce, R. (2014). Living standards, poverty and inequality in the UK: 2014. Report No. 96, London: Institute for Fiscal Studies.
go back to reference Blundell, R., & Etheridge, B. (2010). Consumption, income and earnings inequality in Britain. Review of Economic Dynamics,13(1), 76–102.CrossRef Blundell, R., & Etheridge, B. (2010). Consumption, income and earnings inequality in Britain. Review of Economic Dynamics,13(1), 76–102.CrossRef
go back to reference Breen, R., & García-Peñalosa, C. (2005). Income inequality and macroeconomic volatility: An empirical investigation. Review of Development Economics,9(3), 380–398.CrossRef Breen, R., & García-Peñalosa, C. (2005). Income inequality and macroeconomic volatility: An empirical investigation. Review of Development Economics,9(3), 380–398.CrossRef
go back to reference Brewer, M., & Wren-Lewis, L. (2016). Accounting for changes in income inequality since 1968: Decomposition analyses for the UK, 1978–2008. Oxford Bulletin of Economics and Statistics,78(3), 289–322.CrossRef Brewer, M., & Wren-Lewis, L. (2016). Accounting for changes in income inequality since 1968: Decomposition analyses for the UK, 1978–2008. Oxford Bulletin of Economics and Statistics,78(3), 289–322.CrossRef
go back to reference Calderón, C., & Yeyati, E. L. (2009). Zooming in: From aggregate volatility to income distribution. World Bank Policy Research Working Paper, No: 4895. Washington, D.C.: World Bank. Calderón, C., & Yeyati, E. L. (2009). Zooming in: From aggregate volatility to income distribution. World Bank Policy Research Working Paper, No: 4895. Washington, D.C.: World Bank.
go back to reference Caroli, E., & García-Peñalosa, C. (2002). Risk aversion and rising wage inequality. Economics Letters,77(1), 21–26.CrossRef Caroli, E., & García-Peñalosa, C. (2002). Risk aversion and rising wage inequality. Economics Letters,77(1), 21–26.CrossRef
go back to reference Chang, S., Gupta, R., Miller, S. M., & Wohar, M. E. (2019). growth volatility and inequality in the U.S.: A wavelet analysis. Physica A: Statistical Mechanics and its Applications,521, 48–73.CrossRef Chang, S., Gupta, R., Miller, S. M., & Wohar, M. E. (2019). growth volatility and inequality in the U.S.: A wavelet analysis. Physica A: Statistical Mechanics and its Applications,521, 48–73.CrossRef
go back to reference Checchi, D., & García-Peñalosa, C. (2004). Risk and the distribution of human capital. Economics Letters,82(1), 53–61.CrossRef Checchi, D., & García-Peñalosa, C. (2004). Risk and the distribution of human capital. Economics Letters,82(1), 53–61.CrossRef
go back to reference Chow, G. C., & Lin, A. L. (1971). Best linear unbiased interpolation, distribution, and extrapolation of time series by related series. The Review of Economics and Statistics,53(4), 372–375.CrossRef Chow, G. C., & Lin, A. L. (1971). Best linear unbiased interpolation, distribution, and extrapolation of time series by related series. The Review of Economics and Statistics,53(4), 372–375.CrossRef
go back to reference Corak, M., Lindquist, M. J., & Mazumder, B. (2014). A comparison of upward and downward intergenerational mobility in Canada, Sweden and the United States. Labour Economics,30, 185–200.CrossRef Corak, M., Lindquist, M. J., & Mazumder, B. (2014). A comparison of upward and downward intergenerational mobility in Canada, Sweden and the United States. Labour Economics,30, 185–200.CrossRef
go back to reference Eksi, O. (2017). Lower volatility, higher inequality: Are they related? Oxford Economic Papers,69(4), 847–869. Eksi, O. (2017). Lower volatility, higher inequality: Are they related? Oxford Economic Papers,69(4), 847–869.
go back to reference Elder, J. (1995). Macroeconomic and financial effects of monetary policy and monetary policy uncertainty. Unpublished Doctoral Dissertation, University of Virginia Department of Economics, University of Virginia: Charlottesville, VA. Elder, J. (1995). Macroeconomic and financial effects of monetary policy and monetary policy uncertainty. Unpublished Doctoral Dissertation, University of Virginia Department of Economics, University of Virginia: Charlottesville, VA.
go back to reference Elder, J. (2003). An impulse response function for a vector autoregression with multivariate GARCH-in-mean. Economic Letters,79(1), 21–26.CrossRef Elder, J. (2003). An impulse response function for a vector autoregression with multivariate GARCH-in-mean. Economic Letters,79(1), 21–26.CrossRef
go back to reference Elder, J. (2004). Another perspective on the effects of inflation volatility. Journal of Money, Credit, and Banking,36(5), 911–928.CrossRef Elder, J. (2004). Another perspective on the effects of inflation volatility. Journal of Money, Credit, and Banking,36(5), 911–928.CrossRef
go back to reference Elder, J., & Serletis, A. (2010). Oil price uncertainty. Journal of Money, Credit and Banking,42(6), 1137–1159.CrossRef Elder, J., & Serletis, A. (2010). Oil price uncertainty. Journal of Money, Credit and Banking,42(6), 1137–1159.CrossRef
go back to reference Galor, O., & Zeira, J. (1993). Income distribution and macroeconomics. The Review of Economic Studies,60(1), 35–52.CrossRef Galor, O., & Zeira, J. (1993). Income distribution and macroeconomics. The Review of Economic Studies,60(1), 35–52.CrossRef
go back to reference García-Peñalosa, C., & Turnovsky, S. J. (2005). Production risk and the functional distribution of income in a developing economy: Tradeoffs and policy responses. Journal of Development Economics,76(1), 175–208.CrossRef García-Peñalosa, C., & Turnovsky, S. J. (2005). Production risk and the functional distribution of income in a developing economy: Tradeoffs and policy responses. Journal of Development Economics,76(1), 175–208.CrossRef
go back to reference Gozgor, G., & Ranjan, P. (2017). Globalisation, inequality and redistribution: Theory and evidence. The World Economy,40(12), 2704–2751.CrossRef Gozgor, G., & Ranjan, P. (2017). Globalisation, inequality and redistribution: Theory and evidence. The World Economy,40(12), 2704–2751.CrossRef
go back to reference Hausmann, R., & Gavin, M. (1996). Securing stability and growth in a shock prone region: The policy challenge for Latin America. In R. Hausmann & H. Reisen (Eds.), Securing stability and growth in Latin America (pp. 23–64). Paris: OECD Development Centre. Hausmann, R., & Gavin, M. (1996). Securing stability and growth in a shock prone region: The policy challenge for Latin America. In R. Hausmann & H. Reisen (Eds.), Securing stability and growth in Latin America (pp. 23–64). Paris: OECD Development Centre.
go back to reference Huang, H.-C. R., Fang, W. S., Miller, S. M., & Yeh, C.-C. (2015). The effect of growth volatility on income inequality. Economic Modelling,45, 212–222.CrossRef Huang, H.-C. R., Fang, W. S., Miller, S. M., & Yeh, C.-C. (2015). The effect of growth volatility on income inequality. Economic Modelling,45, 212–222.CrossRef
go back to reference Jeanneney, S. G., & Kpodar, K. (2011). financial development and poverty reduction: Can there be a benefit without a cost? The Journal of Development Studies,47(1), 143–163.CrossRef Jeanneney, S. G., & Kpodar, K. (2011). financial development and poverty reduction: Can there be a benefit without a cost? The Journal of Development Studies,47(1), 143–163.CrossRef
go back to reference Jordà, Ò. (2005). Estimation and inference of impulse responses by local projections. American Economic Review,95(1), 161–182.CrossRef Jordà, Ò. (2005). Estimation and inference of impulse responses by local projections. American Economic Review,95(1), 161–182.CrossRef
go back to reference Konya, L., & Mouratidis, C. (2006). An empirical analysis of the relationship between income inequality and growth volatility in 70 countries for 1960–2002. Applied Econometrics and International Development,6(1), 5–16. Konya, L., & Mouratidis, C. (2006). An empirical analysis of the relationship between income inequality and growth volatility in 70 countries for 1960–2002. Applied Econometrics and International Development,6(1), 5–16.
go back to reference Laursen, T., & Mahajan, S. (2005). Volatility, income distribution, and poverty. In J. Aizenman & B. Pinto (Eds.), Managing Volatility and crisis: A practitioner’s guide (pp. 101–136). New York: Cambridge University Press.CrossRef Laursen, T., & Mahajan, S. (2005). Volatility, income distribution, and poverty. In J. Aizenman & B. Pinto (Eds.), Managing Volatility and crisis: A practitioner’s guide (pp. 101–136). New York: Cambridge University Press.CrossRef
go back to reference Mumtaz, H., & Theophilopoulou, A. (2017). The impact of monetary policy on inequality in the UK. An empirical analysis. European Economic Review,98, 410–423.CrossRef Mumtaz, H., & Theophilopoulou, A. (2017). The impact of monetary policy on inequality in the UK. An empirical analysis. European Economic Review,98, 410–423.CrossRef
go back to reference Pagan, A. (1984). Econometric issues in the analysis of regressions with generated regressors. International Economic Review,25(1), 221–247.CrossRef Pagan, A. (1984). Econometric issues in the analysis of regressions with generated regressors. International Economic Review,25(1), 221–247.CrossRef
go back to reference Piketty, T., & Saez, E. (2007). How progressive is the U.S. federal tax system? A historical and international perspective. Journal of Economic Perspectives,21(1), 3–24.CrossRef Piketty, T., & Saez, E. (2007). How progressive is the U.S. federal tax system? A historical and international perspective. Journal of Economic Perspectives,21(1), 3–24.CrossRef
go back to reference Ramey, G., & Ramey, V. A. (1995). Cross-country evidence on the link between volatility and growth. American Economic Review,85(5), 1138–1151. Ramey, G., & Ramey, V. A. (1995). Cross-country evidence on the link between volatility and growth. American Economic Review,85(5), 1138–1151.
go back to reference Rosenfeld, J. (2014). What unions no longer do?. Cambridge, MA: Harvard University Press.CrossRef Rosenfeld, J. (2014). What unions no longer do?. Cambridge, MA: Harvard University Press.CrossRef
go back to reference Stiglitz, J., & Greenwald, B. C. (2014). Creating a learning society: A new approach to growth, development, and social progress. New York: Columbia University Press.CrossRef Stiglitz, J., & Greenwald, B. C. (2014). Creating a learning society: A new approach to growth, development, and social progress. New York: Columbia University Press.CrossRef
go back to reference Western, B., & Rosenfeld, J. (2011). Unions, norms, and the rise in U.S. wage inequality. American Sociological Review,76(4), 513–537.CrossRef Western, B., & Rosenfeld, J. (2011). Unions, norms, and the rise in U.S. wage inequality. American Sociological Review,76(4), 513–537.CrossRef
go back to reference Whalley, J., & Yue, X. (2009). Rural income volatility and inequality in China. CESifo Economic Studies,55(3–4), 648–668.CrossRef Whalley, J., & Yue, X. (2009). Rural income volatility and inequality in China. CESifo Economic Studies,55(3–4), 648–668.CrossRef
Metadata
Title
Dynamic and Asymmetric Response of Inequality to Income Volatility: The Case of the United Kingdom
Authors
Goodness C. Aye
Giray Gozgor
Rangan Gupta
Publication date
20-08-2019
Publisher
Springer Netherlands
Published in
Social Indicators Research / Issue 3/2020
Print ISSN: 0303-8300
Electronic ISSN: 1573-0921
DOI
https://doi.org/10.1007/s11205-019-02180-2

Other articles of this Issue 3/2020

Social Indicators Research 3/2020 Go to the issue

Premium Partner