Skip to main content

Measuring Health in a Longitudinal Education Study

  • Chapter
  • First Online:
Methodological Issues of Longitudinal Surveys

Abstract

When analyzing health in an educational study, there are some methodological aspects and problems that must be considered. In this paper, we address questions of data quality in the measurement of health outcomes. It is possible that data quality can be biased by social desirability since questions on health (e. g., on eating disorders or body height and weight) are fairly sensitive items, and accordingly, the impact of the privacy of the setting increases with the sensitivity of the questions. Therefore, we expect mode effects resulting from the way the data are collected. Following a methodological discussion of these issues, empirical analyses are presented. We compare the measuring of body height, weight, BMI, and the likelihood of having an eating disorder in the NEPS with data from reference studies (KiGGS and GEDA from 2010) carried out by the Robert Koch Institute. To conduct the analysis of BMI, we use the Kindergarten cohort, the ninth graders, and the adults’ cohort. The eating disorder scale is compared for ninth graders only. The results show some differences between NEPS data and the reference data, which point towards an influence of the interview situation. In about half of our comparisons, no significant deviations between the datasets can be found. A short section describes some further thoughts on endogeneity problems.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 109.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 139.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Angrist, J. D., & Krueger, A. B. (2001). Instrumental variables and the search for identification: From supply and demand to natural experiments. Journal of Economic Perspectives, 15(4), 69 – 85.

    Google Scholar 

  • Basch, C. E. (2011). Healthier students are better learners: A missing link in school reforms to close the achievement gap. Journal of School Health, 81(10), 593–598.

    Google Scholar 

  • BĂ©land, Y., & St-Pierre, M. (2008). Mode effects in the Canadian Community Health Survey: A comparison of CATI and CAPI. In J. M. Lepkowski (Ed.), Advances in telephone survey methodology (pp. 297 – 311). Hoboken, NJ: John Wiley & Sons.

    Google Scholar 

  • Blossfeld, H.-P., RoĂźbach, H.-G., & von Maurice, J. (Eds.) (2011). Education as a lifelong process: The German National Educational Panel Study (NEPS) [Special Issue]. Zeitschrift fĂĽr Erziehungswissenschaft, 14. Wiesbaden: VS Verlag fĂĽr Sozialwissenschaften.

    Google Scholar 

  • Cole, T. J., Bellizzi, M. C., Flegal, K. M., & Dietz, W. H. (2000). Establishing a standard definition for child over-weight and obesity worldwide: International survey. British Medical Journal, 320(7244), 1 – 6.

    Google Scholar 

  • Cutler, D. M., & Lleras-Muney, A. (2012). Education, and health: Insights from international comparisons. (NBER Working Paper No. 17738). Cambridge, MA: National Bureau of Economic Research.

    Google Scholar 

  • Dadaczynski, K. (2012). Stand der Forschung zum Zusammenhang von Gesundheit und Bildung. Zeitschrift fĂĽr Gesundheitspsychologie, 20, 141–153.

    Google Scholar 

  • Dragano, N., & Siegrist, J. (2009). Die Lebenslaufperspektive gesundheitlicher Ungleichheit. In M. Richter, & K. Hurrelmann (Eds.), Gesundheitliche Ungleichheit: Grundlagen, Probleme, Perspektiven (pp. 181 – 194). Wiesbaden: VS Verlag fĂĽr Sozialwissenschaften.

    Google Scholar 

  • Engle, R. F., Henry, D. F., & Richard, J.-F. (1983). Exogeneity. Econometrica, 51(2), 277–304.

    Google Scholar 

  • Glaesmer, H., & Brähler, E. (2002). Schätzung der Prävalenz von Ăśbergewicht und Adipositas auf der Grundlage subjektiver Daten zum Body-Mass-Index (BMI). Das Gesundheitswesen, 64(3), 133 – 138.

    Google Scholar 

  • Gross, C., Jobst, A., Jungbauer-Gans, M., & Schwarze, J. (2011). Educational returns over the life course. In H.-P. Blossfeld, H.-G. RoĂźbach, & J. von Maurice (Eds.), Zeitschrift fĂĽr Erziehungswissenschaft, 14. Education as a lifelong process: The German National Educational Panel Study (NEPS) (pp. 139 – 154). Wiesbaden: VS Verlag fĂĽr Sozialwissenschaften.

    Google Scholar 

  • Groves, R. M., Fowler F. J., Couper, M. P., Lepkowski, J. M., Singer, E., & Tourangeau, R. (2004). Survey methodology. New York: Wiley.

    Google Scholar 

  • Kimbro, R. T., Bzostek, S., Goldman, N., & RodrĂ­guez, G. (2008). Race, ethnicity, and the education gradient in health. Health Affairs, 27, 361–372.

    Google Scholar 

  • Kroh, M. (2004). Intervieweffekte bei der Erhebung des Körpergewichts: Die Qualität von umfragebasierten Gewichtsangaben (DIW-Diskussionspapier No. 439). Berlin: German Institute for Economic Research (DIW Berlin).

    Google Scholar 

  • Kromeyer-Hauschild, K., Wabitsch, M., Geller, F., Ziegler, A., GeiĂź, H. C., Hesse, V., & Hebebrand, J. (2001). Perzentile fĂĽr den Body Mass Index fĂĽr das Kindes- und Jugendalter unter Heranziehung verschiedener deutscher Stichproben. Monatschrift Kinderheilkunde, 149(8), 807 – 818.

    Google Scholar 

  • Kurth, B. M. (2007). Der Kinder- und Jugendgesundheitssurvey (KiGGS): Ein Ăśberblick ĂĽber Planung, DurchfĂĽhrung und Ergebnisse unter BerĂĽcksichtigung von Aspekten eines Qualitätsmanagements. Bundesgesundheitsblatt—Gesundheitsforschung—Gesundheitsschutz, 50, 533 – 546.

    Google Scholar 

  • Kurth, B. M., & Schaffrath-Rosario, A. (2007). Die Verbreitung von Ăśbergewicht und Adipositas bei Kindern und Jugendlichen in Deutschland. Bundesgesundheitsblatt—Gesundheitsforschung—Gesundheitsschutz, 50, 736 – 743.

    Google Scholar 

  • Legewie, J. (2012). Die Schätzung von kausalen Effekten: Ăśberlegungen zu Methoden der Kausalanalyse anhand von Kontexteffekten in der Schule. Kölner Zeitschrift fĂĽr Soziologie und Sozialpsychologie, 64(1), 123 – 153.

    Google Scholar 

  • Mackenbach, J. P. (2006). Health inequalities: Europe in profile. An independent expert report commissioned by the UK presidency of the EU. London: Department of Health.

    Google Scholar 

  • Mielck, A. (2008). Soziale Ungleichheit und Gesundheit in Deutschland. Die internationale Perspektive. Bundesgesundheitsblatt—Gesundheitsforschung—Gesundheitsschutz, 51, 345 – 352.

    Google Scholar 

  • Morgan, J. F., Reid, F., & Lacey, J. H. (1999). The SCOFF questionnaire: Assessment of a new screening tool for eating disorders. British Medical Journal, 319(7223), 1467–1468.

    Google Scholar 

  • Siegrist, J., & Marmot, M. (2006). Social inequalities in health: Basic facts. In J. Siegrist, & M. Marmot (Eds.), Social inequalities in health. New evidence and policy implications (pp. 1–25). Oxford: Oxford University Press.

    Chapter  Google Scholar 

  • OECD. (2006). What does education do to our health ? In OECD (Ed.), Measuring the effects of education on health and civic engagement (pp. 355 – 363). Paris: OECD.

    Google Scholar 

  • Perry, L., Morgan, J., Reid, F., Brunton, J., O’Brien, A., Luck, A., & Lacey, H. (2002). Screening for symptoms of eating disorders: Reliability of the SCOFF screening tool with written compared to oral delivery. International Journal of Eating Disorders, 32(4), 466 – 472.

    Google Scholar 

  • Power, C., & Kuh, D. (2006). Life course development of unequal health. In J. Siegrist, & M. Marmot (Eds.), Social inequalities in health. New evidence and policy implications (pp. 27–54). Oxford: Oxford University Press.

    Google Scholar 

  • Proppe, D. (2009). Endogenität und Instrumentenschätzer. In S. Albers, D. Klapper, U. Konradt, A. Walter, & J. Wolf (Eds.), Methodik der empirischen Forschung (3rd ed., pp. 253–266). MĂĽnchen: Gabler.

    Google Scholar 

  • Public Use File GEDA 2010, Robert Koch Institute, Berlin (Germany) 2012.

    Google Scholar 

  • Public Use File KiGGS, The German Health Survey for Children and Adolescents 2003–2006, Robert Koch Institute, Berlin (Germany), 2008.

    Google Scholar 

  • Ross, C. E., & Wu, C. (1995). The links between education and health. American Sociological Review, 60(5), 719 – 745.

    Google Scholar 

  • Shields, M., Grober, S. C., & Tremblay, M. S. (2008). Effects of measurement on obesity and morbidity. Health Reports, 19(2), 77–84.

    Google Scholar 

  • Suhrcke, M., & de Paz Nieves, C. (2011). The impact of health and health behaviours on educational outcomes in high-income countries: A review of the evidence. Copenhagen: WHO.

    Google Scholar 

  • Tourangeau, R., Rips, L. J., & Rasinski, K. (2000). The psychology of survey response. Cambridge: Cambridge University Press.

    Google Scholar 

  • Tourangeau, R., & Smith, T. W. (1996). Asking sensitive questions: The impact of data collection mode, question format, and question context. The Public Opinion Quarterly, 60(2), 275 – 304.

    Google Scholar 

  • Visscher, T. L. S., Viet, A. L., Kroesbergen, I. H., & Seidell, J. C. (2006). Underreporting of BMI in adults and its effect on obesity prevalence estimations in the period 1998 to 2001. Obesity, 14(11), 2054–2063.

    Google Scholar 

  • von Auer, L. (2011). Ă–konometrie. Eine EinfĂĽhrung (5th ed.). Berlin: Springer.

    Google Scholar 

  • WHO. (2000). Obesity: Preventing and managing the global epidemic. Report of a WHO consultation (Technical Report Series No 894). Geneva: WHO.

    Google Scholar 

  • Wooldridge, J. M. (2002). Econometric analysis of cross section and panel data. Cambridge: B & T.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Johann Carstensen .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer Fachmedien Wiesbaden

About this chapter

Cite this chapter

Carstensen, J., Gottburgsen, A., Jungbauer-Gans, M. (2016). Measuring Health in a Longitudinal Education Study. In: Blossfeld, HP., von Maurice, J., Bayer, M., Skopek, J. (eds) Methodological Issues of Longitudinal Surveys. Springer VS, Wiesbaden. https://doi.org/10.1007/978-3-658-11994-2_13

Download citation

  • DOI: https://doi.org/10.1007/978-3-658-11994-2_13

  • Published:

  • Publisher Name: Springer VS, Wiesbaden

  • Print ISBN: 978-3-658-11992-8

  • Online ISBN: 978-3-658-11994-2

  • eBook Packages: EducationEducation (R0)

Publish with us

Policies and ethics