IDEAS home Printed from https://ideas.repec.org/a/spr/demogr/v56y2019i2d10.1007_s13524-019-00761-x.html
   My bibliography  Save this article

Health Measurement and Health Inequality Over the Life Course: A Comparison of Self-rated Health, SF-12, and Grip Strength

Author

Listed:
  • Liliya Leopold

    (University of Amsterdam
    University of Bamberg)

Abstract

The cumulative (dis)advantage hypothesis predicts education differences in health to increase with age. All previous tests of this hypothesis were based on self-reported health measures. Recent research has suggested that self-reported health measures may not adequately capture differences in key analytical constructs, including education, age, cohort, and gender. In this study, I tested the cumulative (dis)advantage hypothesis using a self-reported subjective measure (self-rated health), a self-reported semi-objective measure (PCS based on SF-12), and an objective measure (grip strength) of general physical health. Hierarchical linear models applied to five waves of panel data (SOEP, 2006–2014, N = 3,635 individuals aged 25 to 83, comprising N = 9,869 person-years) showed large differences between health measures. Among men, education differences in both self-reported measures of health widened substantially with age, consistent with the cumulative (dis)advantage hypothesis. For grip strength, education differences were small and changed little with age, inconsistent with the hypothesis. Among women, education differences in both self-reported measures of health remained stable over the life course, but they widened substantially when measured by grip strength. I conclude that evidence on the cumulative (dis)advantage hypothesis is sensitive to the choice of a health measure.

Suggested Citation

  • Liliya Leopold, 2019. "Health Measurement and Health Inequality Over the Life Course: A Comparison of Self-rated Health, SF-12, and Grip Strength," Demography, Springer;Population Association of America (PAA), vol. 56(2), pages 763-784, April.
  • Handle: RePEc:spr:demogr:v:56:y:2019:i:2:d:10.1007_s13524-019-00761-x
    DOI: 10.1007/s13524-019-00761-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13524-019-00761-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13524-019-00761-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. van Doorslaer, Eddy & Gerdtham, Ulf-G., 2003. "Does inequality in self-assessed health predict inequality in survival by income? Evidence from Swedish data," Social Science & Medicine, Elsevier, vol. 57(9), pages 1621-1629, November.
    2. van Kippersluis, Hans & O'Donnell, Owen & van Doorslaer, Eddy & Van Ourti, Tom, 2010. "Socioeconomic differences in health over the life cycle in an Egalitarian country," Social Science & Medicine, Elsevier, vol. 70(3), pages 428-438, February.
    3. Kjellsson, Sara, 2013. "Accumulated occupational class and self-rated health. Can information on previous experience of class further our understanding of the social gradient in health?," Social Science & Medicine, Elsevier, vol. 81(C), pages 26-33.
    4. H. J�rges, 2010. "Health inequalities by education, income and wealth: a comparison of 11 European countries and the US," Applied Economics Letters, Taylor & Francis Journals, vol. 17(1), pages 87-91, January.
    5. van Kippersluis, Hans & Van Ourti, Tom & O'Donnell, Owen & van Doorslaer, Eddy, 2009. "Health and income across the life cycle and generations in Europe," Journal of Health Economics, Elsevier, vol. 28(4), pages 818-830, July.
    6. Helweg-Larsen, Marie & Kjøller, Mette & Thoning, Henrik, 2003. "Do age and social relations moderate the relationship between self-rated health and mortality among adult Danes?," Social Science & Medicine, Elsevier, vol. 57(7), pages 1237-1247, October.
    7. Dale Dannefer, 2003. "Cumulative Advantage/Disadvantage and the Life Course: Cross-Fertilizing Age and Social Science Theory," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 58(6), pages 327-337.
    8. Jens Ambrasat & Jürgen Schupp, 2011. "Handgreifkraftmessung im Sozio-oekonomischen Panel (SOEP) 2006 und 2008," Data Documentation 54, DIW Berlin, German Institute for Economic Research.
    9. Anna Zajacova & Hyeyoung Woo, 2016. "Examination of Age Variations in the Predictive Validity of Self-Rated Health," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 71(3), pages 551-557.
    10. Hanfried H. Andersen & Axel Mühlbacher & Matthias Nübling, 2007. "Die SOEP-Version des SF 12 als Instrument gesundheitsökonomischer Analysen," SOEPpapers on Multidisciplinary Panel Data Research 6, DIW Berlin, The German Socio-Economic Panel (SOEP).
    11. Teresa Bago d'Uva & Eddy Van Doorslaer & Maarten Lindeboom & Owen O'Donnell, 2008. "Does reporting heterogeneity bias the measurement of health disparities?," Health Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 351-375, March.
    12. Nicolas R. Ziebarth, 2009. "Measurement of Health, the Sensitivity of the Concentration Index, and Reporting Heterogeneity," SOEPpapers on Multidisciplinary Panel Data Research 211, DIW Berlin, The German Socio-Economic Panel (SOEP).
    13. John Mirowsky & Jinyoung Kim, 2007. "Graphing Age Trajectories," Sociological Methods & Research, , vol. 35(4), pages 497-541, May.
    14. Hannes Kröger & Johan Fritzell & Rasmus Hoffmann, 2016. "The Association of Levels of and Decline in Grip Strength in Old Age with Trajectories of Life Course Occupational Position," PLOS ONE, Public Library of Science, vol. 11(5), pages 1-16, May.
    15. George Ploubidis & Emily Grundy, 2011. "Health Measurement in Population Surveys: Combining Information from Self-reported and Observer-Measured Health Indicators," Demography, Springer;Population Association of America (PAA), vol. 48(2), pages 699-724, May.
    16. Au, Nicole & Johnston, David W., 2014. "Self-assessed health: What does it mean and what does it hide?," Social Science & Medicine, Elsevier, vol. 121(C), pages 21-28.
    17. Lindeboom, Maarten & van Doorslaer, Eddy, 2004. "Cut-point shift and index shift in self-reported health," Journal of Health Economics, Elsevier, vol. 23(6), pages 1083-1099, November.
    18. Liu, Hui & Hummer, Robert A., 2008. "Are Educational Differences in U.S. Self-Rated Health Increasing?: An Examination by Gender and Race," Social Science & Medicine, Elsevier, vol. 67(11), pages 1898-1906, December.
    19. Baeten, Steef & Van Ourti, Tom & van Doorslaer, Eddy, 2013. "The socioeconomic health gradient across the life cycle: What role for selective mortality and institutionalization?," Social Science & Medicine, Elsevier, vol. 97(C), pages 66-74.
    20. Burgard, Sarah A. & Chen, Patricia V., 2014. "Challenges of health measurement in studies of health disparities," Social Science & Medicine, Elsevier, vol. 106(C), pages 143-150.
    21. Joachim Frick & Nicolas Ziebarth, 2013. "Welfare-related health inequality: does the choice of measure matter?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(3), pages 431-442, June.
    22. Wim Peersman & Dirk Cambier & Jan Maeseneer & Sara Willems, 2012. "Gender, educational and age differences in meanings that underlie global self-rated health," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 57(3), pages 513-523, June.
    23. Götz Rohwer, 2016. "A Note on the Dependence of Health on Age and Education," Demography, Springer;Population Association of America (PAA), vol. 53(2), pages 325-335, April.
    24. Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition, and stratification," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 117-139, August.
    25. Ziebarth, Nicolas, 2010. "Measurement of health, health inequality, and reporting heterogeneity," Social Science & Medicine, Elsevier, vol. 71(1), pages 116-124, July.
    26. Zajacova, Anna & Huzurbazar, Snehalata & Todd, Megan, 2017. "Gender and the structure of self-rated health across the adult life span," Social Science & Medicine, Elsevier, vol. 187(C), pages 58-66.
    27. Scott Lynch, 2003. "Cohort and life-course patterns in the relationship between education and health: A hierarchical approach," Demography, Springer;Population Association of America (PAA), vol. 40(2), pages 309-331, May.
    28. Mossey, J.M. & Shapiro, E., 1982. "Self-rated health: a predictor of mortality among the elderly," American Journal of Public Health, American Public Health Association, vol. 72(8), pages 800-808.
    29. 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.
    30. Kim, Jinyoung & Durden, Emily, 2007. "Socioeconomic status and age trajectories of health," Social Science & Medicine, Elsevier, vol. 65(12), pages 2489-2502, December.
    31. Teresa Molina, 2016. "Reporting Heterogeneity and Health Disparities Across Gender and Education Levels: Evidence From Four Countries," Demography, Springer;Population Association of America (PAA), vol. 53(2), pages 295-323, April.
    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. Leopold, Liliya & van Valkengoed, Irene G.M. & Engelhardt, Henriette, 2023. "Education and age trajectories of chronic conditions: Are tests of the cumulative advantage and disadvantage hypothesis biased by underreporting?," Social Science & Medicine, Elsevier, vol. 334(C).
    2. Liping Liao & Minzhe Du, 2022. "Associations between Greenspaces and Individual Health: A Longitudinal Study in China," IJERPH, MDPI, vol. 19(20), pages 1-15, October.
    3. Asada, Yukiko & Grignon, Michel & Hurley, Jeremiah & Kirkland, Susan, 2020. "Cautionary tails of grip strength in health inequality studies: An analysis from the Canadian longitudinal study on aging," Social Science & Medicine, Elsevier, vol. 265(C).

    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. Leopold, Liliya & van Valkengoed, Irene G.M. & Engelhardt, Henriette, 2023. "Education and age trajectories of chronic conditions: Are tests of the cumulative advantage and disadvantage hypothesis biased by underreporting?," Social Science & Medicine, Elsevier, vol. 334(C).
    2. Davillas, Apostolos & de Oliveira, Victor Hugo & Jones, Andrew M., 2023. "Is inconsistent reporting of self-assessed health persistent and systematic? Evidence from the UKHLS," Economics & Human Biology, Elsevier, vol. 49(C).
    3. Liliya Leopold, 2018. "Education and Physical Health Trajectories in Later Life: A Comparative Study," Demography, Springer;Population Association of America (PAA), vol. 55(3), pages 901-927, June.
    4. Nesson, Erik T. & Robinson, Joshua J., 2019. "On the measurement of health and its effect on the measurement of health inequality," Economics & Human Biology, Elsevier, vol. 35(C), pages 207-221.
    5. Baeten, Steef & Van Ourti, Tom & van Doorslaer, Eddy, 2013. "The socioeconomic health gradient across the life cycle: What role for selective mortality and institutionalization?," Social Science & Medicine, Elsevier, vol. 97(C), pages 66-74.
    6. Eibich, Peter & Ziebarth, Nicolas, 2014. "Examining the Structure of Spatial Health Effects in Germany Using Hierarchical Bayes Models," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 49, pages 305-320.
    7. Arni, Patrick & Dragone, Davide & Goette, Lorenz & Ziebarth, Nicolas R., 2021. "Biased health perceptions and risky health behaviors—Theory and evidence," Journal of Health Economics, Elsevier, vol. 76(C).
    8. Eibich, Peter & Ziebarth, Nicolas R., 2014. "Analyzing regional variation in health care utilization using (rich) household microdata," Health Policy, Elsevier, vol. 114(1), pages 41-53.
    9. van Kippersluis, Hans & Van Ourti, Tom & O'Donnell, Owen & van Doorslaer, Eddy, 2009. "Health and income across the life cycle and generations in Europe," Journal of Health Economics, Elsevier, vol. 28(4), pages 818-830, July.
    10. Jens Ambrasat & Jürgen Schupp & Gert G. Wagner, 2011. "Comparing the Predictive Power of Subjective and Objective Health Indicators: Changes in Hand Grip Strength and Overall Satisfaction with Life as Predictors of Mortality," SOEPpapers on Multidisciplinary Panel Data Research 398, DIW Berlin, The German Socio-Economic Panel (SOEP).
    11. Asada, Yukiko & Grignon, Michel & Hurley, Jeremiah & Kirkland, Susan, 2020. "Cautionary tails of grip strength in health inequality studies: An analysis from the Canadian longitudinal study on aging," Social Science & Medicine, Elsevier, vol. 265(C).
    12. Udo Schneider & Christian Pfarr & Brit Schneider & Volker Ulrich, 2012. "I feel good! Gender differences and reporting heterogeneity in self-assessed health," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(3), pages 251-265, June.
    13. Laura Rossouw & Teresa Bago d’Uva & Eddy Doorslaer, 2018. "Poor Health Reporting? Using Anchoring Vignettes to Uncover Health Disparities by Wealth and Race," Demography, Springer;Population Association of America (PAA), vol. 55(5), pages 1935-1956, October.
    14. Laura Rossouw & Teresa Bago d'Uva & Eddy van Doorslaer, 2017. "Poor Health Reporting? Using Vignettes to Recover the Health Gradient by Wealth," Tinbergen Institute Discussion Papers 17-031/V, Tinbergen Institute.
    15. Kim, Jinyoung & Miech, Richard, 2009. "The Black-White difference in age trajectories of functional health over the life course," Social Science & Medicine, Elsevier, vol. 68(4), pages 717-725, February.
    16. Nie, Peng & Wang, Lu & Dragone, Davide & Lu, Haiyang & Sousa-Poza, Alfonso & Ziebarth, Nicolas R., 2022. "“The better you feel, the harder you fall”: Health perception biases and mental health among Chinese adults during the COVID-19 pandemic," China Economic Review, Elsevier, vol. 71(C).
    17. Titus J Galama & Hans van Kippersluis, 2019. "A Theory of Socio-economic Disparities in Health over the Life Cycle," The Economic Journal, Royal Economic Society, vol. 129(617), pages 338-374.
    18. Eibich, P., 2014. "Understanding the effect of retirement on health using Regression Discontinuity Design," Health, Econometrics and Data Group (HEDG) Working Papers 14/10, HEDG, c/o Department of Economics, University of York.
    19. Eibich, Peter, 2015. "Understanding the Effect of Retirement on Health: Mechanisms and Heterogeneity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 43, pages 1-12.
    20. Pfarr, Christian & Schmid, Andreas & Schneider, Udo, 2011. "Reporting Heterogeneity in Self-Assessed Health among Elderly Europeans: The Impact of Mental and Physical Health Status," MPRA Paper 29900, University Library of Munich, Germany.

    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:spr:demogr:v:56:y:2019:i:2:d:10.1007_s13524-019-00761-x. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.