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Identification of Earning Dynamics using Rotating Samples over Short Periods: The Case of Chile

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  • Carlos Madeira

Abstract

Due to the absence of longitudinal data, empirical studies ignore labor income dynamics in developing economies, where earnings inequality is highest and social insurance is weakest. This work proposes a dynamic earnings process with two distinct shocks: unemployment spells and the wage of workers who stay employed. I then show this income process can be estimated from employment surveys with a rotating sample design, which are available for several countries. Applying this procedure to Chilean data I show wage volatility and unemployment rates are highly heterogeneous across workers. Unemployment spells are the most important source of earnings risk for workers.

Suggested Citation

  • Carlos Madeira, 2015. "Identification of Earning Dynamics using Rotating Samples over Short Periods: The Case of Chile," Working Papers Central Bank of Chile 754, Central Bank of Chile.
  • Handle: RePEc:chb:bcchwp:754
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    References listed on IDEAS

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    1. Hamish Low & Costas Meghir & Luigi Pistaferri, 2010. "Wage Risk and Employment Risk over the Life Cycle," American Economic Review, American Economic Association, vol. 100(4), pages 1432-1467, September.
    2. Pagan,Adrian & Ullah,Aman, 1999. "Nonparametric Econometrics," Cambridge Books, Cambridge University Press, number 9780521355643.
    3. Altonji, Joseph G & Segal, Lewis M, 1996. "Small-Sample Bias in GMM Estimation of Covariance Structures," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(3), pages 353-366, July.
    4. Cristóbal Huneeus & Andrea Repetto, 2005. "The Dynamics of Earnings in Chile," Central Banking, Analysis, and Economic Policies Book Series, in: Jorge Restrepo & Andrea Tokman R. & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series Edi (ed.),Labor Markets and Institutions, edition 1, volume 8, chapter 12, pages 383-410, Central Bank of Chile.
    5. Martin Browning & Mette Ejrnæs & Javier Alvarez, 2010. "Modelling Income Processes with Lots of Heterogeneity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1353-1381.
    6. Pierre-Olivier Gourinchas & Jonathan A. Parker, 2002. "Consumption Over the Life Cycle," Econometrica, Econometric Society, vol. 70(1), pages 47-89, January.
    7. Orazio P. Attanasio & Guglielmo Weber, 2010. "Consumption and Saving: Models of Intertemporal Allocation and Their Implications for Public Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 693-751, September.
    8. Hubbard, R Glenn & Skinner, Jonathan & Zeldes, Stephen P, 1995. "Precautionary Saving and Social Insurance," Journal of Political Economy, University of Chicago Press, vol. 103(2), pages 360-399, April.
    9. Christian Schluter, 1998. "Income Dynamics in Germany, the USA and the UK: Evidence from Panel Data," CASE Papers case08, Centre for Analysis of Social Exclusion, LSE.
    10. Cho, Yoonyoung & Margolis, David N. & Robalino, David A., 2012. "Labor markets in low and middle income countries : trends and implications for social protection and labor policies," Social Protection Discussion Papers and Notes 67613, The World Bank.
    11. Dirk Krueger & Fabrizio Perri & Luigi Pistaferri & Giovanni L. Violante, 2010. "Cross Sectional Facts for Macroeconomists," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(1), pages 1-14, January.
    12. Michael W. L. Elsby & Bart Hobijn & Ayşegül Şahin, 2013. "Unemployment Dynamics in the OECD," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 530-548, May.
    13. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    14. Carroll, Christopher D. & Samwick, Andrew A., 1997. "The nature of precautionary wealth," Journal of Monetary Economics, Elsevier, vol. 40(1), pages 41-71, September.
    15. Fatih Guvenen, 2007. "Learning Your Earning: Are Labor Income Shocks Really Very Persistent?," American Economic Review, American Economic Association, vol. 97(3), pages 687-712, June.
    16. Storesletten, Kjetil & Telmer, Chris I. & Yaron, Amir, 2001. "The welfare cost of business cycles revisited: Finite lives and cyclical variation in idiosyncratic risk," European Economic Review, Elsevier, vol. 45(7), pages 1311-1339.
    17. Luis M. Viceira, 2001. "Optimal Portfolio Choice for Long‐Horizon Investors with Nontradable Labor Income," Journal of Finance, American Finance Association, vol. 56(2), pages 433-470, April.
    18. Keane, Michael P & Wolpin, Kenneth I, 1997. "The Career Decisions of Young Men," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 473-522, June.
    19. Costas Meghir & Luigi Pistaferri, 2004. "Income Variance Dynamics and Heterogeneity," Econometrica, Econometric Society, vol. 72(1), pages 1-32, January.
    20. Xavier Sala-i-Martin, 2006. "The World Distribution of Income: Falling Poverty and … Convergence, Period," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 351-397.
    21. Massimiliano De Santis, 2007. "Individual Consumption Risk and the Welfare Cost of Business Cycles," American Economic Review, American Economic Association, vol. 97(4), pages 1488-1506, September.
    22. Abowd, John M & Zellner, Arnold, 1985. "Estimating Gross Labor-Force Flows," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(3), pages 254-283, June.
    23. Kjetil Storesletten & Chris I. Telmer & Amir Yaron, 2004. "Cyclical Dynamics in Idiosyncratic Labor Market Risk," Journal of Political Economy, University of Chicago Press, vol. 112(3), pages 695-717, June.
    24. Chinhui Juhn & Kevin M. Murphy & Robert H. Topel, 1991. "Why Has the Natural Rate of Unemployment Increased over Time?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(2), pages 75-142.
    25. Christian Schluter, 1998. "Income Dynamics in Germany, the USA and the UK: Evidence from Panel Data," CASE Papers 008, Centre for Analysis of Social Exclusion, LSE.
    26. Schluter, Christian, 1998. "Income dynamics in Germany, the USA and the UK: evidence from panel data," LSE Research Online Documents on Economics 6527, London School of Economics and Political Science, LSE Library.
    27. Abowd, John M & Card, David, 1989. "On the Covariance Structure of Earnings and Hours Changes," Econometrica, Econometric Society, vol. 57(2), pages 411-445, March.
    28. Ingrid Jones & Alberto Naudon, 2009. "Dinámica Laboral y Evolución del Desempleo en Chile," Notas de Investigación Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 12(3), pages 79-87, December.
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    Cited by:

    1. Sofía Bauducco & Gonzalo Castex & Andrew Davis, 2019. "The wealth distribution in developed and developing economies: comparing the United States to Chile using survey data from 2007," Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 22(3), pages 154-203, December.
    2. Madeira, Carlos, 2019. "Measuring the covariance risk of consumer debt portfolios," Journal of Economic Dynamics and Control, Elsevier, vol. 104(C), pages 21-38.
    3. Carlos Madeira, 2022. "The double impact of deep social unrest and a pandemic: Evidence from Chile," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 135-171, February.
    4. Madeira, Carlos, 2018. "Explaining the cyclical volatility of consumer debt risk using a heterogeneous agents model: The case of Chile," Journal of Financial Stability, Elsevier, vol. 39(C), pages 209-220.
    5. Madeira, Carlos, 2019. "The impact of interest rate ceilings on households’ credit access: Evidence from a 2013 Chilean legislation," Journal of Banking & Finance, Elsevier, vol. 106(C), pages 166-179.
    6. Albagli, Elías & Chovar, Alejandra & Luttini, Emiliano & Madeira, Carlos & Naudon, Alberto & Tapia, Matias, 2023. "Labor market flows: Evidence for Chile using microdata from administrative tax records," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 4(4).
    7. Carlos Madeira, 2018. "Priorización de pago de deudas de consumo en Chile: el caso de bancos y casas comerciales," Notas de Investigación Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 21(1), pages 118-132, April.
    8. Madeira, Carlos, 2021. "The long term impact of Chilean policy reforms on savings and pensions," The Journal of the Economics of Ageing, Elsevier, vol. 19(C).
    9. Madeira, Carlos & Salazar, Leonardo, 2023. "The impact of monetary policy on a labor market with heterogeneous workers: The case of Chile," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 4(2).
    10. Agustín Arias & Juan Guerra-Salas, 2019. "Immigration in Emerging Countries: A Macroeconomic Perspective," Working Papers Central Bank of Chile 857, Central Bank of Chile.
    11. Carlos Madeira, 2016. "Explaining the Cyclical Volatility of Consumer Debt Risk," Working Papers Central Bank of Chile 772, Central Bank of Chile.
    12. Madeira, Carlos, 2023. "The evolution of consumption inequality and risk-insurance in Chile," Emerging Markets Review, Elsevier, vol. 54(C).
    13. Madeira, Carlos, 2022. "The impact of the Chilean pension withdrawals during the Covid pandemic on the future savings rate," Journal of International Money and Finance, Elsevier, vol. 126(C).

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