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Adult life satisfaction: largely (though not wholly) contemporaneous? A System General Method of Moments dynamic panel analysis

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  • Piper, Alan T.

Abstract

This study discusses and employs System Generalised Methods of Moments (GMM) dynamic panel analysis to investigate adult life satisfaction. This method enables an investigation of the dynamics of life satisfaction, and is undertaken with and without lags of the independent variables. The results indicate that, for this particular dynamic panel model, life satisfaction is largely (though not wholly) contemporaneous. Some caveats are offered with this general result, and nuance provided with the inclusion of lagged independent variables. A key exception is with regard to health, with past and current health contributing significantly to current life satisfaction. Given the complexity of the econometric method and its limited previous use in the well-being area, advice is given and potential pitfalls highlighted. Furthermore, while static models (like fixed effects) omit dynamics and are often misspecified, the results from the dynamic panel analysis are supportive of the more common fixed effects analysis.

Suggested Citation

  • Piper, Alan T., 2018. "Adult life satisfaction: largely (though not wholly) contemporaneous? A System General Method of Moments dynamic panel analysis," MPRA Paper 85601, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:85601
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    References listed on IDEAS

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    1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. Kavetsos, Georgios & Szymanski, Stefan, 2010. "National well-being and international sports events," Journal of Economic Psychology, Elsevier, vol. 31(2), pages 158-171, April.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
    6. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1989. "The Revenues-Expenditures Nexus: Evidence from Local Government Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 30(2), pages 415-429, May.
    7. Alan Piper, 2015. "Heaven knows I'm miserable now: overeducation and reduced life satisfaction," Education Economics, Taylor & Francis Journals, vol. 23(6), pages 677-692, December.
    8. repec:ags:stataj:116069 is not listed on IDEAS
    9. Richard Layard & Andrew E. Clark & Cornaglia Francesca & Powdthavee Nattavudh, 2014. "What Predicts a Successful Life? A Life-course Model of Well-being," PSE - Labex "OSE-Ouvrir la Science Economique" halshs-01109062, HAL.
    10. Stutzer, Alois & Frey, Bruno S., 2006. "Does marriage make people happy, or do happy people get married?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 35(2), pages 326-347, April.
    11. Luca Crivelli & Sara Della Bella & Mario Lucchini, 2016. "Happiness and health," Chapters,in: Handbook of Research Methods and Applications in Happiness and Quality of Life, chapter 17, pages 372-399 Edward Elgar Publishing.
    12. Wunder, Christoph, 2012. "Does subjective well-being dynamically adjust to circumstances?," Economics Letters, Elsevier, vol. 117(3), pages 750-752.
    13. 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.
    14. Richard Layard & Andrew E. Clark & Francesca Cornaglia & Nattavudh Powdthavee & James Vernoit, 2014. "What Predicts a Successful Life? A Life‐course Model of Well‐being," Economic Journal, Royal Economic Society, vol. 124(580), pages 720-738, November.
    15. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    16. Andrew E. Clark & Sarah Flèche & Richard Layard & Powdthavee Nattavudh, 2018. "The Origins of Happiness: The Science of Well-Being over the Life Course," Post-Print halshs-01631510, HAL.
    17. Godfrey,L. G., 1991. "Misspecification Tests in Econometrics," Cambridge Books, Cambridge University Press, number 9780521424592.
    18. Powdthavee, Nattavudh, 2009. "I can't smile without you: Spousal correlation in life satisfaction," Journal of Economic Psychology, Elsevier, vol. 30(4), pages 675-689, August.
    19. Michael A. Clemens & Steven Radelet & Rikhil Bhavnani, 2004. "Counting chickens when they hatch: The short-term effect of aid on growth," International Finance 0407010, University Library of Munich, Germany.
    20. Piper, Alan T. & Pugh, Geoffrey T., 2016. "Issues in the estimation of dynamic happiness models: A comment on "Does childhood predict adult life satisfaction?"," Economics - The Open-Access, Open-Assessment E-Journal, Kiel Institute for the World Economy (IfW), vol. 10, pages 1-6.
    21. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    22. repec:rdg:wpaper:em-dp2010-01 is not listed on IDEAS
    23. Paul Frijters & David W. Johnston & Michael A. Shields, 2014. "Does Childhood Predict Adult Life Satisfaction? Evidence from British Cohort Surveys," Economic Journal, Royal Economic Society, vol. 124(580), pages 688-719, November.
    24. Andreas Knabe & Steffen Rätzel, 2011. "Scarring or Scaring? The Psychological Impact of Past Unemployment and Future Unemployment Risk," Economica, London School of Economics and Political Science, vol. 78(310), pages 283-293, April.
    25. Piper, Alan T., 2015. "Sliding down the U-shape? A dynamic panel investigation of the age-well-being relationship, focusing on young adults," Social Science & Medicine, Elsevier, vol. 143(C), pages 54-61.
    26. Richard Layard & Andrew E. Clark & Cornaglia Francesca & Powdthavee Nattavudh, 2014. "What Predicts a Successful Life? A Life-course Model of Well-being," Post-Print halshs-01109062, HAL.
    27. Nabamita Dutta & Peter T. Leeson & Claudia R. Williamson, 2013. "The Amplification Effect: Foreign Aid's Impact on Political Institutions," Kyklos, Wiley Blackwell, vol. 66(2), pages 208-228, May.
    28. Marina Della Giusta & Sarah Jewell & Uma Kambhampati, 2010. "Anything to Keep You Happy?," Economics & Management Discussion Papers em-dp2010-01, Henley Business School, Reading University.
    29. Piper, Alan T., 2012. "Dynamic Analysis and the Economics of Happiness: Rationale, Results and Rules," MPRA Paper 43248, University Library of Munich, Germany, revised Dec 2012.
    30. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    31. Sang H. Lee & John Levendis & Luis Gutierrez, 2012. "Telecommunications and economic growth: an empirical analysis of sub-Saharan Africa," Applied Economics, Taylor & Francis Journals, vol. 44(4), pages 461-469, February.
    32. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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    Cited by:

    1. Alan Piper, 2019. "An Investigation into the Reported Closing of the Nicaraguan Gender Gap," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(3), pages 1391-1413, August.
    2. Lahsen, Amina. A & Piper, Alan T., 2018. "Property Rights and Intellectual Property Protection, GDP growth and Well-Being in Latin America," MPRA Paper 90034, University Library of Munich, Germany.

    More about this item

    Keywords

    Life Satisfaction; Dynamic Panel Analysis; GMM; Happiness; Subjective Well-Being;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being

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