IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i19p12572-d931625.html
   My bibliography  Save this article

Prevalence and Socioeconomic Correlates of Adult Obesity in Europe: The Feel4Diabetes Study

Author

Listed:
  • Dimitrios V. Diamantis

    (Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 17671 Athens, Greece)

  • Kalliopi Karatzi

    (Laboratory of Dietetics and Quality of Life, Department of Food Science & Human Nutrition, School of Food and Nutritional Sciences, Agricultural University of Athens, 11855 Athens, Greece)

  • Paris Kantaras

    (Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 17671 Athens, Greece)

  • Stavros Liatis

    (Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece)

  • Violeta Iotova

    (Department of Paediatrics, Medical University of Varna, 9010 Varna, Bulgaria)

  • Yulia Bazdraska

    (Department of Paediatrics, Medical University of Varna, 9010 Varna, Bulgaria)

  • Tsvetalina Tankova

    (Clinical Center of Endocrinology and Gerontology, Medical University of Sofia, 1431 Sofia, Bulgaria)

  • Greet Cardon

    (Department of Movement and Sports Sciences, Ghent University, 9000 Ghent, Belgium)

  • Katja Wikström

    (Department of Public Health and Welfare, Finnish Institute for Health and Welfare, 00271 Helsinki, Finland
    Institute of Public Health and Clinical Nutrition, University of Eastern Finland, 70210 Kuopio, Finland)

  • Imre Rurik

    (Department of Family Medicine Hungarian Society of Nutrition, Semmelweis University, 1085 Budapest, Hungary)

  • Emese Antal

    (Hungarian Society of Nutrition, 1088 Budapest, Hungary)

  • Alelí M. Ayala-Marín

    (Growth, Exercise, Nutrition and Development (GENUD) Research Group, Facultad de Ciencias de la Salud, Universidad de Zaragoza, 50009 Zaragoza, Spain
    Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50013 Zaragoza, Spain
    Instituto Agroalimentario de Aragón (IA2), 50009 Zaragoza, Spain)

  • Natalia Giménez Legarre

    (Growth, Exercise, Nutrition and Development (GENUD) Research Group, Facultad de Ciencias de la Salud, Universidad de Zaragoza, 50009 Zaragoza, Spain
    Instituto de Investigación Sanitaria Aragón (IIS Aragón), 50013 Zaragoza, Spain
    Instituto Agroalimentario de Aragón (IA2), 50009 Zaragoza, Spain)

  • Konstantinos Makrilakis

    (Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece)

  • Yannis Manios

    (Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 17671 Athens, Greece
    Institute of Agri-Food and Life Sciences, Hellenic Mediterranean University Research Centre, 71410 Heraklion, Greece)

Abstract

To effectively tackle obesity, it is necessary to identify all specific socioeconomic factors which contribute to its development. We aimed to highlight the prevalence of adult overweight/obesity in European countries and investigate the association of various socioeconomic factors and their accumulative effect on overweight/obesity status. Cross-sectional data from the Feel4Diabetes study for 24,562 adults residing in low socioeconomic areas were collected, representing Belgium, Finland, Greece, Spain, Bulgaria, and Hungary. Socioeconomic Burden Score (SEBS) was created, accounting for unemployment, financial insecurity, and education ≤ 12 years. Data were analyzed using analysis of variance and logistic regression. In total, 19,063 adults with complete data were included (34.5% overweight and 15.8% obese). The highest overweight/obesity rates occurred in Greece (37.5%/17.8%) and Hungary (35.4%/19.7%). After adjusting for confounders, age of <45 years and female sex were inversely associated with overweight/obesity, while low educational level (≤12 years), unemployment, and financial insecurity were positively associated. The increase in SEBS (clustering of socioeconomic disadvantages) was associated with increased overweight/obesity likelihood. This association of SEBS scores with overweight/obesity was evident for males and females across all examined countries, excluding males in low-income countries (Bulgaria and Hungary), where the highest SEBS score was inversely associated with overweight/obesity. The clustering burden of socioeconomic disadvantages on overweight/obesity was found to be influenced by the countries’ economic state and sex.

Suggested Citation

  • Dimitrios V. Diamantis & Kalliopi Karatzi & Paris Kantaras & Stavros Liatis & Violeta Iotova & Yulia Bazdraska & Tsvetalina Tankova & Greet Cardon & Katja Wikström & Imre Rurik & Emese Antal & Alelí M, 2022. "Prevalence and Socioeconomic Correlates of Adult Obesity in Europe: The Feel4Diabetes Study," IJERPH, MDPI, vol. 19(19), pages 1-15, October.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:19:p:12572-:d:931625
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/19/12572/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/19/12572/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Suzy Newton & Dejana Braithwaite & Tomi F Akinyemiju, 2017. "Socio-economic status over the life course and obesity: Systematic review and meta-analysis," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-15, May.
    2. Smith Trenton G. & Stoddard Christiana & Barnes Michael G, 2009. "Why the Poor Get Fat: Weight Gain and Economic Insecurity," Forum for Health Economics & Policy, De Gruyter, vol. 12(2), pages 1-31, June.
    3. Morris, Stephen, 2007. "The impact of obesity on employment," Labour Economics, Elsevier, vol. 14(3), pages 413-433, June.
    4. Offer, Avner & Pechey, Rachel & Ulijaszek, Stanley, 2010. "Obesity under affluence varies by welfare regimes: The effect of fast food, insecurity, and inequality," Economics & Human Biology, Elsevier, vol. 8(3), pages 297-308, December.
    5. Barry Watson, 2018. "Does Economic Insecurity Cause Weight Gain Among Canadian Labor Force Participants?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(2), pages 406-427, June.
    6. Offer, Avner & Pechey, Rachel & Ulijaszek, Stanley, 2010. "Obesity under affluence varies by welfare regimes: The effect of fast food, insecurity, and inequality," Economics & Human Biology, Elsevier, vol. 8(3), pages 297-308, December.
    7. James Smith & Raynard Kington, 1997. "Demographic and economic correlates of health in old age," Demography, Springer;Population Association of America (PAA), vol. 34(1), pages 159-170, February.
    8. Monsivais, Pablo & Martin, Adam & Suhrcke, Marc & Forouhi, Nita G. & Wareham, Nicholas J., 2015. "Job-loss and weight gain in British adults: Evidence from two longitudinal studies," Social Science & Medicine, Elsevier, vol. 143(C), pages 223-231.
    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. Kong, Nancy & Osberg, Lars & Zhou, Weina, 2019. "The shattered “Iron Rice Bowl”: Intergenerational effects of Chinese State-Owned Enterprise reform," Journal of Health Economics, Elsevier, vol. 67(C).
    2. Nicholas Rohde & KK Tang & Lars Osberg, 2017. "The self-reinforcing dynamics of economic insecurity and obesity," Applied Economics, Taylor & Francis Journals, vol. 49(17), pages 1668-1678, April.
    3. Currie, Phillippa & Smith, Trenton G. & Stillman, Steven, 2014. "Is Job Insecurity Making Australians Fat? Evidence from Panel Data on Perceived Risk of Job Loss," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170720, Agricultural and Applied Economics Association.
    4. Nancy Kong & Lars Osberg & Weina Zhou, 2018. "The Shattered “Iron Rice Bowl”— Intergenerational Effects of Economic Insecurity During Chinese State-Owned Enterprise Reform," Discussion Papers Series 595, School of Economics, University of Queensland, Australia.
    5. David Haig, 2023. "Fat as insurance, leanness as bodily display: did Ronald Reagan make us fat?," Journal of Bioeconomics, Springer, vol. 25(3), pages 225-238, December.
    6. Darshan Zala, 2013. "Challenging The Spirit Level: Is There Really a Relationship between Inequality and Obesity?," Economic Affairs, Wiley Blackwell, vol. 33(2), pages 232-245, June.
    7. Nicholas Rohde & Kam Ki Tang & D.S. Prasada Rao, 2014. "Distributional Characteristics of Income Insecurity in the U.S., Germany, and Britain," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S1), pages 159-176, May.
    8. Ljungvall, Åsa, 2013. "The Freer the Fatter? A Panel Study of the Relationship between Body-Mass Index and Economic Freedom," Working Papers 2013:23, Lund University, Department of Economics.
    9. Staudigel, Matthias, 2016. "A soft pillow for hard times? Economic insecurity, food intake and body weight in Russia," Journal of Health Economics, Elsevier, vol. 50(C), pages 198-212.
    10. Staudigel, Matthias, 2015. "A soft pillow for hard times: Effects of economic insecurity on body weight in transitional Russia," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205189, Agricultural and Applied Economics Association.
    11. Smith, Trenton G. & Stillman, Steven & Craig, Stuart, 2013. "The U.S. Obesity Epidemic:New Evidence from the Economic Security Index," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 151419, Agricultural and Applied Economics Association.
    12. Paul A. David & S. Ryan Johansson & Andrea Pozzi, 2010. "The Demography of an Early Mortality Transition: Life Expectancy, Survival and Mortality Rates for Britain's Royals, 1500-1799," Oxford University Economic and Social History Series _083, Economics Group, Nuffield College, University of Oxford.
    13. Lane Kenworthy & Timothy Smeeding, 2013. "GINI Country Report: Growing Inequalities and their Impacts in the United States," GINI Country Reports united_states, AIAS, Amsterdam Institute for Advanced Labour Studies.
    14. Eric B. Schneider, 2014. "Prices and production: agricultural supply response in fourteenth-century England," Economic History Review, Economic History Society, vol. 67(1), pages 66-91, February.
    15. Robert J. B. Goudie & Sach Mukherjee & Jan-Emmanuel De Neve & Andrew J. Oswald & Stephen Wu, 2011. "Happiness as a Driver of Risk-Avoiding Behavior," CESifo Working Paper Series 3451, CESifo.
    16. Hruschka, Daniel J. & Brewis, Alexandra A., 2013. "Absolute wealth and world region strongly predict overweight among women (ages 18–49) in 360 populations across 36 developing countries," Economics & Human Biology, Elsevier, vol. 11(3), pages 337-344.
    17. Jatta Salmela & Tea Lallukka & Elina Mauramo & Ossi Rahkonen & Noora Kanerva, 2020. "Body Mass Index Trajectory–Specific Changes in Economic Circumstances: A Person-Oriented Approach Among Midlife and Ageing Finns," IJERPH, MDPI, vol. 17(10), pages 1-13, May.
    18. Eric B. Schneider, 2014. "Prices and production: agricultural supply response in fourteenth-century England," Economic History Review, Economic History Society, vol. 67(1), pages 66-91, February.
    19. Rohde, Nicholas & Tang, Kam Ki & D’Ambrosio, Conchita & Osberg, Lars & Rao, Prasada, 2020. "Welfare-based income insecurity in the us and germany: evidence from harmonized panel data," Journal of Economic Behavior & Organization, Elsevier, vol. 176(C), pages 226-243.
    20. Baggio, Michele & Chong, Alberto, 2020. "Recreational marijuana laws and junk food consumption," Economics & Human Biology, Elsevier, vol. 39(C).

    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:gam:jijerp:v:19:y:2022:i:19:p:12572-:d:931625. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.