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The Importance of Sampling Frequency for Estimates of Well-Being Dynamics

Author

Listed:
  • Hoskins, Stephen

    (Singapore Management University)

  • Johnston, David W.

    (Monash University)

  • Kunz, Johannes S.

    (Monash University)

  • Shields, Michael A.

    (Monash University)

  • Staub, Kevin E.

    (University of Melbourne)

Abstract

Using a high-frequency panel survey, we examine the sensitivity of estimated self-reported well-being (SWB) dynamics to using monthly, quarterly, and yearly data. This is an important issue if SWB is to be used to evaluate policy. Results from autoregressive models that account for individual-level heterogeneity indicate that the estimated persistence using yearly data is near zero. However, estimated persistence from monthly and quarterly data is substantial. We estimate that persistence to shocks typically lasts around six months and has a net present value of 75-80 per cent of the contemporaneous effect. Estimates are similar for different domains of SWB.

Suggested Citation

  • Hoskins, Stephen & Johnston, David W. & Kunz, Johannes S. & Shields, Michael A. & Staub, Kevin E., 2024. "The Importance of Sampling Frequency for Estimates of Well-Being Dynamics," IZA Discussion Papers 17101, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp17101
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    References listed on IDEAS

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    1. Andrew E. Clark & Ed Diener & Yannis Georgellis & Richard E. Lucas, 2008. "Lags And Leads in Life Satisfaction: a Test of the Baseline Hypothesis," Economic Journal, Royal Economic Society, vol. 118(529), pages 222-243, June.
    2. Andrew E. Clark, 2018. "Four Decades of the Economics of Happiness: Where Next?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(2), pages 245-269, June.
    3. Alan Piper, 2023. "What Does Dynamic Panel Analysis Tell Us About Life Satisfaction?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 69(2), pages 376-394, June.
    4. Bottan, Nicolas Luis & Perez Truglia, Ricardo, 2011. "Deconstructing the hedonic treadmill: Is happiness autoregressive?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(3), pages 224-236, May.
    5. Baetschmann, Gregori & Staub, Kevin E. & Studer, Raphael, 2016. "Does the stork deliver happiness? Parenthood and life satisfaction," Journal of Economic Behavior & Organization, Elsevier, vol. 130(C), pages 242-260.
    6. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
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    More about this item

    Keywords

    well-being; life satisfaction; happiness; dynamic panel data; panel autoregression; adaptation; persistence;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty

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    This paper has been announced in the following NEP Reports:

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