IDEAS home Printed from https://ideas.repec.org/p/diw/diwsop/diw_sp484.html
   My bibliography  Save this paper

Panel Conditioning and Self-Reported Satisfaction: Evidence from International Panel Data and Repeated Cross-Sections

Author

Listed:
  • Bert Van Landeghem

Abstract

Using data from three European countries, this paper investigates whether self-reported satisfaction data are subject to panel conditioning or a panel effect, that is, whether answers depend on whether one has previously participated in the panel. The analysis proposes a way to account for panel attrition in cases where the attrition rate is substantial, and finds international evidence for a negative panel effect. This result can be of importance e.g. in the current debate on trends in life satisfaction over time), and might stimulate further research into panel conditioning for other economic data gathered via household surveys.

Suggested Citation

  • Bert Van Landeghem, 2012. "Panel Conditioning and Self-Reported Satisfaction: Evidence from International Panel Data and Repeated Cross-Sections," SOEPpapers on Multidisciplinary Panel Data Research 484, DIW Berlin, The German Socio-Economic Panel (SOEP).
    • Handle: RePEc:diw:diwsop:diw_sp484
    as

    Download full text from publisher

    File URL: https://www.diw.de/documents/publikationen/73/diw_01.c.408184.de/diw_sp0484.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wencke Gwozdz & Alfonso Sousa-Poza, 2010. "Ageing, Health and Life Satisfaction of the Oldest Old: An Analysis for Germany," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 97(3), pages 397-417, July.
    2. Andries De Grip & Maarten Lindeboom & Raymond Montizaan, 2012. "Shattered Dreams: The Effects of Changing the Pension System Late in the Game," Economic Journal, Royal Economic Society, vol. 122(559), pages 1-25, March.
    3. repec:bla:etrans:v:15:y:2007:i::p:707-731 is not listed on IDEAS
    4. Daniel W. Sacks & Betsey Stevenson & Justin Wolfers, 2010. "Subjective Well-Being, Income, Economic Development and Growth," NBER Working Papers 16441, National Bureau of Economic Research, Inc.
    5. Denis Gerstorf & Nilam Ram & Guy Mayraz & Mira Hidajat & Ulman Lindenberger & Gert G. Wagner & Jürgen Schupp, 2010. "Late-Life Decline in Well-Being across Adulthood in Germany, the UK, and the US: Something Is Seriously Wrong at the End of Life," SOEPpapers on Multidisciplinary Panel Data Research 286, DIW Berlin, The German Socio-Economic Panel (SOEP).
    6. Blanchflower, David G. & Oswald, Andrew J., 2004. "Well-being over time in Britain and the USA," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1359-1386, July.
    7. Easterlin, Richard A. & Plagnol, Anke C., 2008. "Life satisfaction and economic conditions in East and West Germany pre- and post-unification," Journal of Economic Behavior & Organization, Elsevier, vol. 68(3-4), pages 433-444, December.
    8. Angus Deaton, 2008. "Income, Health, and Well-Being around the World: Evidence from the Gallup World Poll," Journal of Economic Perspectives, American Economic Association, vol. 22(2), pages 53-72, Spring.
    9. Robert Metcalfe & Nattavudh Powdthavee & Paul Dolan, 2011. "Destruction and Distress: Using a Quasi‐Experiment to Show the Effects of the September 11 Attacks on Mental Well‐Being in the United Kingdom," Economic Journal, Royal Economic Society, vol. 121(550), pages 81-103, February.
    10. Andrew J. Oswald & Eugenio Proto & Daniel Sgroi, 2015. "Happiness and Productivity," Journal of Labor Economics, University of Chicago Press, vol. 33(4), pages 789-822.
    11. McBride, Michael, 2010. "Money, happiness, and aspirations: An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 74(3), pages 262-276, June.
    12. Leonardo Becchetti & Alessandra Pelloni & Fiammetta Rossetti, 2008. "Relational Goods, Sociability, and Happiness," Kyklos, Wiley Blackwell, vol. 61(3), pages 343-363, August.
    13. Krueger, Alan B. & Schkade, David A., 2008. "The reliability of subjective well-being measures," Journal of Public Economics, Elsevier, vol. 92(8-9), pages 1833-1845, August.
    14. Oswald, Andrew J., 2008. "On the curvature of the reporting function from objective reality to subjective feelings," Economics Letters, Elsevier, vol. 100(3), pages 369-372, September.
    15. Ravallion, Martin & Lokshin, Michael, 2010. "Who cares about relative deprivation?," Journal of Economic Behavior & Organization, Elsevier, vol. 73(2), pages 171-185, February.
    16. Rafael Di Tella & Robert J. MacCulloch & Andrew J. Oswald, 2003. "The Macroeconomics of Happiness," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 809-827, November.
    17. Martin Kroh, 2011. "Documentation of Sample Sizes and Panel Attrition in the German Socio Economic Panel (SOEP) (1984 until 2010)," Data Documentation 59, DIW Berlin, German Institute for Economic Research.
    18. Oswald, Andrew J. & Powdthavee, Nattavudh, 2008. "Does happiness adapt? A longitudinal study of disability with implications for economists and judges," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1061-1077, June.
    19. Beegle, Kathleen & Himelein, Kristen & Ravallion, Martin, 2012. "Frame-of-reference bias in subjective welfare," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 556-570.
    20. Blanchflower, David G. & Oswald, Andrew J., 2008. "Is well-being U-shaped over the life cycle?," Social Science & Medicine, Elsevier, vol. 66(8), pages 1733-1749, April.
    21. Easterlin, Richard A., 2009. "Lost in transition: Life satisfaction on the road to capitalism," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 130-145, August.
    22. Gabriella Conti & Stephen Pudney, 2011. "Survey Design and the Analysis of Satisfaction," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 1087-1093, August.
    23. Robert J. MacCulloch & Rafael Di Tella & Andrew J. Oswald, 2001. "Preferences over Inflation and Unemployment: Evidence from Surveys of Happiness," American Economic Review, American Economic Association, vol. 91(1), pages 335-341, March.
    24. Arie Kapteyn & James P. Smith & Arthur Van Soest, 2013. "Are A mericans Really Less Happy with Their Incomes?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(1), pages 44-65, March.
    25. 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.
    26. Van Landeghem, Bert, 2012. "A test for the convexity of human well-being over the life cycle: Longitudinal evidence from a 20-year panel," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 571-582.
    27. David G. Blanchflower & Andrew J. Oswald & Bert Van Landeghem, 2009. "Imitative Obesity and Relative Utility," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 528-538, 04-05.
    28. Frijters, Paul & Beatton, Tony, 2012. "The mystery of the U-shaped relationship between happiness and age," Journal of Economic Behavior & Organization, Elsevier, vol. 82(2), pages 525-542.
    29. Marcel Das & Vera Toepoel & Arthur van Soest, 2011. "Nonparametric Tests of Panel Conditioning and Attrition Bias in Panel Surveys," Sociological Methods & Research, , vol. 40(1), pages 32-56, February.
    30. Senik, Claudia, 2009. "Direct evidence on income comparisons and their welfare effects," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 408-424, October.
    31. Proto, Eugenio & Sgroi, Daniel & Oswald, Andrew J., 2010. "Are Happiness and Productivity Lower among University Students with Newly-Divorced Parents? An Experimental Approach," Economic Research Papers 271000, University of Warwick - Department of Economics.
    32. Guven, Cahit, 2012. "Reversing the question: Does happiness affect consumption and savings behavior?," Journal of Economic Psychology, Elsevier, vol. 33(4), pages 701-717.
    33. Justin Wolfers, 2003. "Is Business Cycle Volatility Costly? Evidence from Surveys of Subjective Well‐Being," International Finance, Wiley Blackwell, vol. 6(1), pages 1-26, March.
    34. Betsey Stevenson & Justin Wolfers, 2008. "Economic Growth and Subjective Well-Being: Reassessing the Easterlin Paradox," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(1 (Spring), pages 1-102.
    35. Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 2001. "Combining Panel Data Sets with Attrition and Refreshment Samples," Econometrica, Econometric Society, vol. 69(6), pages 1645-1659, November.
    36. Betsey Stevenson & Justin Wolfers, 2009. "The Paradox of Declining Female Happiness," American Economic Journal: Economic Policy, American Economic Association, vol. 1(2), pages 190-225, August.
    37. Andrew J. Oswald & Nattavudh Powdthavee, 2008. "Death, Happiness, and the Calculation of Compensatory Damages," The Journal of Legal Studies, University of Chicago Press, vol. 37(S2), pages 217-251, June.
    38. Andrew E. Clark & Claudia Senik, 2010. "Will GDP growth increase happiness in developing countries?," Working Papers halshs-00564985, HAL.
    39. Andrew J. Oswald & Stephen Wu, 2011. "Well-Being across America," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1118-1134, November.
    40. Andrew E. Clark & Andrew J. Oswald, 2006. "The curved relationship between subjective well-being and age," PSE Working Papers halshs-00590404, HAL.
    41. Ada Ferrer-i-Carbonell & Paul Frijters, 2004. "How Important is Methodology for the estimates of the determinants of Happiness?," Economic Journal, Royal Economic Society, vol. 114(497), pages 641-659, July.
    42. Oswald, Andrew J. & Wu, Stephen, 2010. "Objective Confirmation of Subjective Measures of Human Well-being: Evidence from the USA," IZA Discussion Papers 4695, Institute of Labor Economics (IZA).
    43. Martin Kroh, 2010. "Documentation of Sample Sizes and Panel Attrition in the German Socio Economic Panel (SOEP) (1984 until 2009)," Data Documentation 50, DIW Berlin, German Institute for Economic Research.
    44. Senik, Claudia, 2004. "When information dominates comparison: Learning from Russian subjective panel data," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 2099-2123, August.
    45. Jan-Emmanuel De Neve & Nicholas A. Christakis & James H. Fowler & Bruno S. Frey, 2010. "Genes, Economics, and Happiness," CREMA Working Paper Series 2010-24, Center for Research in Economics, Management and the Arts (CREMA).
    46. Robert Metcalfe & Nattavudh Powdthavee & Paul Dolan, "undated". "Destruction and distress: using a quasi-experiment to show the effects of the September 11 attacks on subjective well-being in the UK," Discussion Papers 09/10, Department of Economics, University of York.
    47. Di Tella, Rafael & MacCulloch, Robert, 2008. "Gross national happiness as an answer to the Easterlin Paradox?," Journal of Development Economics, Elsevier, vol. 86(1), pages 22-42, April.
    48. Sgroi, Daniel & Proto, Eugenio & Oswald, Andrew J. & Dobson, Alexander, 2010. "Priming and the Reliability of Subjective Well-being Measures," The Warwick Economics Research Paper Series (TWERPS) 935, University of Warwick, Department of Economics.
    49. Easterlin, Richard A., 2006. "Life cycle happiness and its sources: Intersections of psychology, economics, and demography," Journal of Economic Psychology, Elsevier, vol. 27(4), pages 463-482, August.
    50. Easterlin, Richard A., 1995. "Will raising the incomes of all increase the happiness of all?," Journal of Economic Behavior & Organization, Elsevier, vol. 27(1), pages 35-47, June.
    51. John Ifcher & Homa Zarghamee, 2011. "Happiness and Time Preference: The Effect of Positive Affect in a Random-Assignment Experiment," American Economic Review, American Economic Association, vol. 101(7), pages 3109-3129, December.
    52. Sendhil Mullainathan & Marianne Bertrand, 2001. "Do People Mean What They Say? Implications for Subjective Survey Data," American Economic Review, American Economic Association, vol. 91(2), pages 67-72, May.
    53. Kassenboehmer, Sonja C. & Haisken-DeNew, John P., 2012. "Heresy or enlightenment? The well-being age U-shape effect is flat," Economics Letters, Elsevier, vol. 117(1), pages 235-238.
    54. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
    55. Fischer, Justina AV, 2009. "Happiness and age cycles – return to start…," MPRA Paper 15249, University Library of Munich, Germany.
    56. Eric Bonsang & Arthur Soest, 2012. "Satisfaction with Job and Income Among Older Individuals Across European Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 105(2), pages 227-254, January.
    57. Arie Kapteyn & James P. Smith & Arthur Van Soest, 2013. "Are A mericans Really Less Happy with Their Incomes?," Review of Income and Wealth, International Association for Research in Income and Wealth, pages 44-65.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Thomas F. Crossley & Jochem Bresser & Liam Delaney & Joachim Winter, 2017. "Can Survey Participation Alter Household Saving Behaviour?," Economic Journal, Royal Economic Society, vol. 127(606), pages 2332-2357, November.
    2. Chadi, Adrian, 2013. "Third Person Effects in Interview Responses on Life Satisfaction," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 133(2), pages 323-333.
    3. de Bresser, J.R., 2013. "Between goals and expectations : Essays on pensions and retirement," Other publications TiSEM 4a23d569-88cd-40fa-aa23-c, Tilburg University, School of Economics and Management.
    4. Robert Metcalfe & John Feddersen & Mark Wooden, 2012. "Subjective Well-Being: Weather Matters; Climate Doesn't," Economics Series Working Papers 627, University of Oxford, Department of Economics.
    5. Van Landeghem, Bert, 2019. "Stable traits but unstable measures? Identifying panel effects in self-reflective survey questions," Journal of Economic Psychology, Elsevier, vol. 72(C), pages 83-95.
    6. Chadi, Adrian, 2013. "The role of interviewer encounters in panel responses on life satisfaction," Economics Letters, Elsevier, vol. 121(3), pages 550-554.
    7. Tiziana Laureti, 2014. "Life satisfaction and environmental conditions in Italy: a pseudo-panel approach," Discussion Papers 2014/192, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
    8. Henna Busk & Christine Dauth & Elke J. Jahn, 2017. "Do Changes in Regulation Affect Temporary Agency Workers’ Job Satisfaction?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 56(3), pages 514-544, July.
    9. Miething, Alexander, 2013. "A matter of perception: Exploring the role of income satisfaction in the income–mortality relationship in German survey data 1995–2010," Social Science & Medicine, Elsevier, vol. 99(C), pages 72-79.
    10. Vendrik, Maarten C.M., 2013. "Adaptation, anticipation and social interaction in happiness: An integrated error-correction approach," Journal of Public Economics, Elsevier, vol. 105(C), pages 131-149.
    11. Mark Wooden & Ning Li, 2014. "Panel Conditioning and Subjective Well-being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(1), pages 235-255, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Van Landeghem, Bert, 2012. "A test for the convexity of human well-being over the life cycle: Longitudinal evidence from a 20-year panel," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 571-582.
    2. Adrian Chadi, 2019. "Dissatisfied with life or with being interviewed? Happiness and the motivation to participate in a survey," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 53(3), pages 519-553, October.
    3. Jan-Emmanuel De Neve & George Ward & Femke De Keulenaer & Bert Van Landeghem & Georgios Kavetsos & Michael I. Norton, 2018. "The Asymmetric Experience of Positive and Negative Economic Growth: Global Evidence Using Subjective Well-Being Data," The Review of Economics and Statistics, MIT Press, vol. 100(2), pages 362-375, May.
    4. Tobias Pfaff & Johannes Hirata, 2013. "Testing the Easterlin Hypothesis with Panel Data: The Dynamic Relationship between Life Satisfaction and Economic Growth in Germany and the UK," SOEPpapers on Multidisciplinary Panel Data Research 554, DIW Berlin, The German Socio-Economic Panel (SOEP).
    5. Pfaff, Tobias & Hirata, Johannes, 2013. "Testing the Easterlin hypothesis with panel data: The dynamic relationship between life satisfaction and economic growth in Germany and in the UK," CIW Discussion Papers 4/2013, University of Münster, Center for Interdisciplinary Economics (CIW).
    6. Carol Graham, 2005. "The Economics of Happiness," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 6(3), pages 41-55, July.
    7. Andrew E. Clark & Claudia Senik, 2010. "Will GDP growth increase happiness in developing countries?," PSE Working Papers halshs-00564985, HAL.
    8. O'Donnell, Gus & Oswald, Andrew J., 2015. "National well-being policy and a weighted approach to human feelings," Ecological Economics, Elsevier, vol. 120(C), pages 59-70.
    9. Stefano Bartolini & Ennio Bilancini & Francesco Sarracino, 2013. "Predicting the Trend of Well-Being in Germany: How Much Do Comparisons, Adaptation and Sociability Matter?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(2), pages 169-191, November.
    10. repec:lic:licosd:21308 is not listed on IDEAS
    11. David G. Blanchflower & Carol L. Graham, 2022. "The Mid-Life Dip in Well-Being: a Critique," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(1), pages 287-344, May.
    12. Ada Ferrer-i-Carbonell, 2013. "Happiness economics," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 4(1), pages 35-60, March.
    13. Antje Mertens & Miriam Beblo, 2016. "Self-Reported Satisfaction and the Economic Crisis of 2007–2010: Or How People in the UK and Germany Perceive a Severe Cyclical Downturn," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 125(2), pages 537-565, January.
    14. 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.
    15. Hania Wu & Tony Tam, 2015. "Economic Development and Socioeconomic Inequality of Well-Being: A Cross-Sectional Time-Series Analysis of Urban China, 2003–2011," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(2), pages 401-425, November.
    16. Gregori Baetschmann, 2012. "Heterogeneity in the Relationship between Happiness and Age: Evidence from the German Socio-Economic Panel," SOEPpapers on Multidisciplinary Panel Data Research 472, DIW Berlin, The German Socio-Economic Panel (SOEP).
    17. Blanchflower, David G & Oswald, Andrew, 2011. "International Happiness," CAGE Online Working Paper Series 39, Competitive Advantage in the Global Economy (CAGE).
    18. Kaiser, Caspar, 2022. "Using memories to assess the intrapersonal comparability of wellbeing reports," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 410-442.
    19. Leonardo Becchetti & Alessandra Pelloni, 2013. "What are we learning from the life satisfaction literature?," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 60(2), pages 113-155, June.
    20. Stutzer, Alois & Frey, Bruno S., 2012. "Recent Developments in the Economics of Happiness: A Selective Overview," IZA Discussion Papers 7078, Institute of Labor Economics (IZA).
    21. Leonardo Becchetti & Elena Giachin Ricca & Alessandra Pelloni, 2009. "The 60s Turnaround as a Test on the Causal Relationship between Sociability and Happiness," SOEPpapers on Multidisciplinary Panel Data Research 209, DIW Berlin, The German Socio-Economic Panel (SOEP).

    More about this item

    Keywords

    Life satisfaction; GHQ; Panel conditioning; Panel attrition; time trends;
    All these keywords.

    JEL classification:

    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • I30 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Lists

    This item is featured on the following reading lists, Wikipedia, or ReplicationWiki pages:
    1. SOEP based publications

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:diw:diwsop:diw_sp484. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Bibliothek (email available below). General contact details of provider: https://edirc.repec.org/data/sodiwde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.