IDEAS home Printed from https://ideas.repec.org/a/spr/ijphth/v65y2020i6d10.1007_s00038-020-01447-7.html
   My bibliography  Save this article

Long-term trends in the body mass index and obesity risk in Estonia: an age–period–cohort approach

Author

Listed:
  • Rainer Reile

    (National Institute for Health Development
    University of Tartu)

  • Aleksei Baburin

    (National Institute for Health Development)

  • Tatjana Veideman

    (National Institute for Health Development)

  • Mall Leinsalu

    (National Institute for Health Development
    Södertörn University)

Abstract

Objectives To analyse the age, period and cohort effects on the mean body mass index (BMI) and obesity over the past two decades in Estonia. Methods Study used data from nationally representative repeated cross-sectional surveys on 11,547 men and 16,298 women from 1996 to 2018. The independent effects of age, period and cohort on predicted mean BMI and probability of obesity (BMI ≥ 30 kg/m2) were modelled using hierarchical age–period–cohort analysis. Results Curvilinear association between age and mean BMI was found for men, whereas the increase in mean BMI was almost linear for women. The predicted mean BMI for 40-year-old men had increased by 6% and probability of obesity by 1.8 times over 1996–2018; the period effects were slightly smaller for women. Men from the 1970s birth cohort had higher mean BMI compared to the average, whereas no significant cohort effects were found for obesity outcome. Conclusions Population-level BMI changes in Estonia during 1996–2018 were mostly driven by period rather than cohort-specific changes.

Suggested Citation

  • Rainer Reile & Aleksei Baburin & Tatjana Veideman & Mall Leinsalu, 2020. "Long-term trends in the body mass index and obesity risk in Estonia: an age–period–cohort approach," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 65(6), pages 859-869, July.
  • Handle: RePEc:spr:ijphth:v:65:y:2020:i:6:d:10.1007_s00038-020-01447-7
    DOI: 10.1007/s00038-020-01447-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00038-020-01447-7
    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/s00038-020-01447-7?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. Andrew Bell & Kelvyn Jones, 2018. "The hierarchical age–period–cohort model: Why does it find the results that it finds?," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(2), pages 783-799, March.
    2. Brixiova, Zuzana & Vartia, Laura & Wörgötter, Andreas, 2010. "Capital flows and the boom-bust cycle: The case of Estonia," Economic Systems, Elsevier, vol. 34(1), pages 55-72, March.
    3. David R. Henderson & Robert M. McNab & Tamas Rozsas, 2008. "Did Inequality Increase in Transition?: An Analysis of the Transition Countries of Eastern Europe and Central Asia," Eastern European Economics, Taylor & Francis Journals, vol. 46(2), pages 28-49, March.
    4. repec:wly:soecon:v:82:4:y:2016:p:1266-1310 is not listed on IDEAS
    5. Reither, Eric N. & Hauser, Robert M. & Yang, Yang, 2009. "Do birth cohorts matter? Age-period-cohort analyses of the obesity epidemic in the United States," Social Science & Medicine, Elsevier, vol. 69(10), pages 1439-1448, November.
    6. Liu, Hui & Umberson, Debra, 2015. "Gender, stress in childhood and adulthood, and trajectories of change in body mass," Social Science & Medicine, Elsevier, vol. 139(C), pages 61-69.
    7. Keyes, Katherine M. & Utz, Rebecca L. & Robinson, Whitney & Li, Guohua, 2010. "What is a cohort effect? Comparison of three statistical methods for modeling cohort effects in obesity prevalence in the United States, 1971-2006," Social Science & Medicine, Elsevier, vol. 70(7), pages 1100-1108, April.
    8. Jofre-Bonet, Mireia & Serra-Sastre, Victoria & Vandoros, Sotiris, 2018. "The impact of the Great Recession on health-related risk factors, behaviour and outcomes in England," Social Science & Medicine, Elsevier, vol. 197(C), pages 213-225.
    Full references (including those not matched with items on IDEAS)

    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. Myck, Michał & Oczkowska, Monika, 2022. "Healthier over time? Period effects in health among older Europeans in a step-wise approach to identification," Social Science & Medicine, Elsevier, vol. 297(C).
    2. Phil Mike Jones & Jon Minton & Andrew Bell, 2023. "Methods for disentangling period and cohort changes in mortality risk over the twentieth century: comparing graphical and modelling approaches," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(4), pages 3219-3239, August.
    3. Yu, Yangyang & Sloan, Frank A., 2017. "Trends in elderly health by cohort: Evidence from China," China Economic Review, Elsevier, vol. 44(C), pages 282-295.
    4. Fernández Guerrico, Sofía, 2021. "The effects of trade-induced worker displacement on health and mortality in Mexico," Journal of Health Economics, Elsevier, vol. 80(C).
    5. Ponomarenko, Alexey, 2013. "Early warning indicators of asset price boom/bust cycles in emerging markets," Emerging Markets Review, Elsevier, vol. 15(C), pages 92-106.
    6. Newton, Nicky J. & Ryan, Lindsay H. & King, Rachel T. & Smith, Jacqui, 2014. "Cohort differences in the marriage–health relationship for midlife women," Social Science & Medicine, Elsevier, vol. 116(C), pages 64-72.
    7. Ovrum, Arnstein & Gustavsen, Geir Waehler & Rickertsen, Kyrre, 2012. "Health inequalities over the adult life course: the role of lifestyle choices," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 125862, International Association of Agricultural Economists.
    8. Ryan Masters & Robert Hummer & Daniel Powers & Audrey Beck & Shih-Fan Lin & Brian Finch, 2014. "Long-Term Trends in Adult Mortality for U.S. Blacks and Whites: An Examination of Period- and Cohort-Based Changes," Demography, Springer;Population Association of America (PAA), vol. 51(6), pages 2047-2073, December.
    9. Dominik Bernhofer & Octavio Fernández-Amador & Martin Gächter & Friedrich Sindermann, 2014. "Finance, Potential Output and the Business Cycle: Empirical Evidence from Selected Advanced and CESEE Economies," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue 2, pages 52-75.
    10. Fumagalli, Elena & Mentzakis, Emmanouil & Suhrcke, Marc, 2013. "Do political factors matter in explaining under- and overweight outcomes in developing countries?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 46(C), pages 48-56.
    11. Joana Cima & Alvaro S Almeida, 2018. "Health Expenditure, GDP Growth and the Financial Crisis: A Panel Data Analysis for OECD European Countries," FEP Working Papers 602, Universidade do Porto, Faculdade de Economia do Porto.
    12. Nolan, Anne & Smyth, Emer, 2022. "Disrupted transitions: young adults during the COVID-19 pandemic," Research Series, Economic and Social Research Institute (ESRI), number RS142, June.
    13. Bischofberger, Stephan M. & Hiabu, Munir & Mammen, Enno & Nielsen, Jens Perch, 2019. "A comparison of in-sample forecasting methods," Computational Statistics & Data Analysis, Elsevier, vol. 137(C), pages 133-154.
    14. Thomson, Rachel M. & Katikireddi, Srinivasa Vittal, 2018. "Mental health and the jilted generation: Using age-period-cohort analysis to assess differential trends in young people's mental health following the Great Recession and austerity in England," Social Science & Medicine, Elsevier, vol. 214(C), pages 133-143.
    15. Fidrmuc, Jarko & Klein, Caroline & Price, Robert & Wörgötter, Andreas, 2013. "Slovakia: A Catching Up Euro Area Member In and Out of the Crisis," IZA Policy Papers 55, Institute of Labor Economics (IZA).
    16. Zsóka Kóczán, 2018. "Late to the Game? Capital Flows to the Western Balkans," Croatian Economic Survey, The Institute of Economics, Zagreb, vol. 20(2), pages 33-67, December.
    17. Emma Mishel & Paula England & Jessie Ford & Mónica L. Caudillo, 2018. "Increases in Sex with Same-Sex Partners Across U.S. Cohorts Born 1920-1998: A Race-Gender Intersection," Working Papers 20180014, New York University Abu Dhabi, Department of Social Science, revised Mar 2018.
    18. Salvatore Dell’Erba & Dennis Reinhardt, 2011. "Surfing the Capital Waves: A sector-level examination of surges in FDI inflows," Working Papers 11.07, Swiss National Bank, Study Center Gerzensee.
    19. Harkmann, Kersti & Staehr, Karsten, 2021. "Current account drivers and exchange rate regimes in Central and Eastern Europe," Journal of International Money and Finance, Elsevier, vol. 110(C).
    20. Ethan Fosse & Christopher Winship, 2019. "Bounding Analyses of Age-Period-Cohort Effects," Demography, Springer;Population Association of America (PAA), vol. 56(5), pages 1975-2004, October.

    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:ijphth:v:65:y:2020:i:6:d:10.1007_s00038-020-01447-7. 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.