Skip to main content

Advertisement

Log in

Adiposity and psychosocial outcomes at ages 30 and 35

  • Original Paper
  • Published:
Social Psychiatry and Psychiatric Epidemiology Aims and scope Submit manuscript

Abstract

Purpose

To examine associations between adiposity and adult psychosocial outcomes (depressive symptoms, life satisfaction, self-esteem, household income, personal income, savings/investments) in a New Zealand birth cohort, by gender. Adiposity was assessed using Body Mass Index scores classified on a 3-point scale of BMI: <25.0, overweight (25.0–29.9) or obese (≥30).

Methods

Data were gathered via face-to-face and telephone interviews for the Christchurch Health and Development Study (CHDS), comprising a birth cohort of 1265 children born in Christchurch, New Zealand, in 1977. BMI and psychosocial outcome information was collected in 2007 (30 years; n = 977) and in 2012 (35 years; n = 923).

Results

Population-averaged regression modeling showed evidence of statistically significant (p < 0.05) associations between increasing adiposity and adverse psychosocial outcomes for females, but not for males. After adjustment for child and family background covariates the strength of the associations for females was reduced; with four associations (depressive symptoms, life satisfaction, equivalized household income and savings/investments) remaining statistically significant (p < 0.05). In contrast, for males there was a significant (p = 0.008) positive association between adiposity and higher personal net weekly income after covariate adjustment.

Conclusions

The findings suggest evidence of gender differences in the associations between adiposity and psychosocial outcomes. For females, there were small but pervasive tendencies for increasing adiposity to be related to more adverse mental health, psychological well-being and economic outcomes; whereas for males adiposity was either unrelated to these outcomes, or in the case of personal income, associated with greater economic advantage. The implications of these findings are discussed.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Organisation for Economic Co-operation and Development (OECD) (2014) Obesity update. Accessed 5 November 2014 http://www.oecd.org/els/health-systems/Obesity-Update-2014.pdf

  2. Bleich S, Cutler D, Murray C, Adams A (2007) Why is the developed world obese? National Bureau of Economic Research, Cambridge

    Book  Google Scholar 

  3. Puhl RM, Hauer CA, Brownell KD (2010) Stigma and social consequences of obesity. Clinicial obesity in adults and children, 3rd edn. John Wiley & Sons Ltd., Chichester

  4. Onyike CU, Crum RM, Lee HB, Lyketsos CG, Eaton WW (2003) Is obesity associated with major depression? Results from the Third National Health and Nutrition Examination Survey. Am J Epidemiol 158(12):1139–1147. doi:10.1093/aje/kwg275

    Article  PubMed  Google Scholar 

  5. Faith MS, Butryn M, Wadden TA, Fabricatore A, Nguyen AM, Heymsfield SB (2011) Evidence for prospective associations among depression and obesity in population-based studies. Obes Rev 12(5):e438–e453. doi:10.1111/j.1467-789X.2010.00843.x

    Article  CAS  PubMed  Google Scholar 

  6. Simon GE, Von Korff M, Saunders K, Miglioretti DL, Crane PK, van Belle G, Kessler RC (2006) Association between obesity and psychiatric disorders in the US adult population. Arch Gen Psychiatry 63:824–830

    Article  PubMed Central  PubMed  Google Scholar 

  7. Zhao G, Ford ES, Dhingra S, Li C, Strine TW, Mokdad AH (2009) Depression and anxiety among US adults: associations with body mass index. Int J Obes 33:257–266. doi:10.1038/ijo.2008.268

    Article  CAS  Google Scholar 

  8. Luppino FS, de Wit LM, Bouvy PF, Stijnen T, Cuijpers P, Penninx BWJH, Zitman FG (2010) Overweight, Obesity, and Depression: a systematic review and meta-analysis of longitudinal studies. Arch Gen Psychiatry 67(3):220–229. doi:10.1001/archgenpsychiatry.2010.2

    Article  PubMed  Google Scholar 

  9. Atlantis E, Baker M (2008) Obesity effects on depression: systematic review of epidemiological studies. Int J Obes Relat Metab Disord 32:881–891. doi:10.1038/ijo.2008.54

    Article  CAS  Google Scholar 

  10. Herva A, Laitinen J, Miettunen J, Veijola J, Karvonen JT, Läksy K, Joukamaa M (2006) Obesity and depression: results from the longitudinal Northern Finland 1966 Birth Cohort Study. Int J Obes 30:520–527

    Article  CAS  Google Scholar 

  11. Ball K, Crawford D, Kenardy J (2004) Longitudinal relationships among overweight, life satisfaction, and aspirations in young women. Obes Res 12(6):1019–1030

    Article  PubMed  Google Scholar 

  12. Mocan NH, Tekin E (2009) Obesity, self-esteem and wages. National Bureau of Economic Research (NBER) working paper series. National Bureau of Economic Research, Cambridge. doi:10.3386/w15101

  13. Gortmaker SL, Aviva M, Perrin JM, Sobol AM, Dietz WH (1993) Social and economic consequences of overweight in adolescence and young adulthood. N Engl J Med 329:1008–1012. doi:10.1056/NEJM199309303291406

    Article  CAS  PubMed  Google Scholar 

  14. McLaren L (2007) Socioeconomic status and obesity. Epidemiol Rev 29:29–48. doi:10.1093/epirev/mxm001

    Article  PubMed  Google Scholar 

  15. Clarke PJ, O’Malley PM, Schulenberg JE, Johnston LD (2010) Midlife health and socioeconomic consequences of persistent overweight across early adulthood: findings from a national survey of American adults (1986–2008). Am J Epidemiol 172(5):540–548. doi:10.1093/aje/kwq156

    Article  PubMed Central  PubMed  Google Scholar 

  16. Heitmann BL (2010) Obesity and gender. In: Kopelman PG, Caterson ID, Dietz WH (eds) Clinical obesity in adults and children, 3rd edn. Wiley-Blackwell, Chichester, pp 58–64

    Google Scholar 

  17. Miller CT, Downey KT (1999) A meta-analysis of heavyweight and self-esteem. Pers Soc Psychol Rev 3(1):68–84

    Article  Google Scholar 

  18. World Health Organization (1997) Obesity: Preventing and managing the global epidemic. World Health Organization, Geneva

    Google Scholar 

  19. Fergusson DM, Horwood LJ (2013) The Christchurch Health and Development Study. In: Joyce P, Nicholls G, Thomas K, Wilkinson T (eds) The Christchurch experience: 40 years of research and teaching. University of Otago, Christchurch, pp 79–87

    Google Scholar 

  20. Fergusson DM, Horwood LJ (2001) The Christchurch Health and Development Study: review of findings on child and adolescent mental health. Aust N Z J Psychiatry 35(3):287–296

    Article  CAS  PubMed  Google Scholar 

  21. World Health Organization (1993) Composite international diagnostic interview (CIDI). World Health Organization, Geneva, Switzerland

    Google Scholar 

  22. American Psychiatric Association (1994) Diagnostic and statistical manual of mental disorders, 4th edn. American Psychiatric Association, Washington

    Google Scholar 

  23. Rosenberg M (1965) Society and the Adolescent Self-image. Princeton University Press, Princeton

    Google Scholar 

  24. Organisation for Economic Co-operation and Development (OECD) (2007) Purchasing Power Parities (PPPs) for OECD Countries since 1980. Accessed 4 June 2008 http://www.oecd.org/std/ppp

  25. Organisation for Economic Co-operation and Development (OECD) (2012) Purchasing Power Parities (PPPs) for OECD Countries since 1980. Accessed 10 April 2014 http://www.oecd.org/std/ppp

  26. Jensen J (1988) Income equivalencies and the estimation of family expenditures on children. (Unpublished). Accessed 11 November 2014 http://www2.stats.govt.nz/domino/external/web/prod_serv.nsf/Response/Indicator+16:+Jensen+Equivalised+Annual+Household+Income#references

  27. Statistics New Zealand (2012) Consumers Price Index : June 2012 Quarter. Statistics New Zealand. Accessed 21.10.2014 http://www.stats.govt.nz/browse_for_stats/economic_indicators/CPI_inflation/ConsumersPriceIndex_HOTPJun12qtr.aspx

  28. Wooldridge JM (2010) Econometric analysis of cross section and panel data, 2nd edn. MIT Press, Cambridge

    Google Scholar 

  29. Carlin JB, Wolfe R, Coffey C, Patton GC (1999) Tutorial in biostatistics. Analysis of binary outcomes in longitudinal studies using weighted estimating equations and discrete-time survival methods: prevalence and incidence of smoking in an adolescent cohort. Stat Med 18:2655–2679

    Article  CAS  PubMed  Google Scholar 

  30. Puhl RM, Brownell KD (2003) Psychosocial origins of obesity stigma: toward changing a powerful and pervasive bias. Obes Rev 4:213–227

    Article  CAS  PubMed  Google Scholar 

  31. Puhl RM, Heuer CA (2009) The stigma of obesity: a review and update. Obesity 17:941–964

    Article  PubMed  Google Scholar 

  32. Lieberman DL, Tybur JM, Latner JD (2012) Disgust sensitivity, obesity stigma, and gender: contamination psychology predicts weight bias for women, not men. Obesity 20:1803–1814

    Article  PubMed  Google Scholar 

  33. Klaczynski PA, Goold KW, Mudry JJ (2004) Culture, obesity stereotypes, self-esteem, and the “Thin Ideal”: a social identity perspective. J Youth Adolesc 33(4):307–317

    Article  Google Scholar 

  34. Horsburgh-McLeod G, Latner JD, O’Brien KS (2009) Unprompted generation of obesity stereotypes. Eat Weight Disord 14:e153–e157

    Article  CAS  PubMed  Google Scholar 

  35. Craig P (2010) Obesity and Culture. In: Kopelman PG, Caterson ID, Dietz WH (eds) Cinical Obesity in Adults and Children, vol 3., Wiley-BlackwellChichester, UK, pp 41–57

    Google Scholar 

  36. Del Giudice M, Ellis BJ, Shirtcliff EA (2011) The adaptive calibration model of stress responsivity. Neurosci Biobehav Rev 35:1562–1592

    Article  PubMed Central  PubMed  Google Scholar 

  37. Fergusson DM, Boden JM, Horwood LJ, Mulder RT (2014) Perceptions of distress and positive consequences following exposure to a major disaster amongst a well-studied cohort. Aust N Z J Public:1–9. doi:10.1177/0004867414560652

  38. Puhl RM, Andreyeva T, Brownell KD (2008) Perceptions of weight discrimination: prevalence and comparison to race and gender discrimination in America. Int J Obes 32:992–1000

    Article  CAS  Google Scholar 

  39. Komlos J (1994) Stature, living standards, and economic development: Essays in anthropometric history. University of Chicago Press, Chicago

    Google Scholar 

  40. Owyang MT, Vermann EK (2011) Worth Your Weight? Re-examining the link between obesity and wages. Region Eco:16–17

  41. Lynn R (2010) In Italy, north–south differences in IQ predict differences in income, education, infant mortality, stature, and literacy. Intelligence 38:93–100

    Article  Google Scholar 

  42. Garcı´a Villar J, Quintana-Domeque C (2009) Income and body mass index in Europe. Econ Hum Biol 7:73–83

    Article  Google Scholar 

Download references

Acknowledgments

This research was funded by grants from the Health Research Council of New Zealand (HRC 11/792), the National Child Health Research Foundation, the Canterbury Medical Research Foundation and the New Zealand Lottery Grants Board.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to David M. Fergusson.

Ethics declarations

Conflict of interest

The authors declare no conflict of interest.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (PDF 140 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

McLeod, G.F.H., Fergusson, D.M., John Horwood, L. et al. Adiposity and psychosocial outcomes at ages 30 and 35. Soc Psychiatry Psychiatr Epidemiol 51, 309–318 (2016). https://doi.org/10.1007/s00127-015-1101-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00127-015-1101-7

Keywords

Navigation