The International Journal of Preventive Medicine has always shown interest in studies on obesity.[1,2] An interesting article has been recently published in the journal by Jari et al. The paper is on the association between overweight/obesity and anxiety/depression among Iranian adolescents and uses data of the CASPIAN-III study.[3] Due to the global epidemic of obesity and the need for evidence-based practice and policy for prevention,[1,2,4] the publication is timely.
The study[3] has enrolled a nationally representative school-based sample of 10-18 year old adolescents (n = 5,528, 50% females). Based on this study, 8% and 9% of Iranian adolescents are overweight and obese, respectively. In addition, 59% and 63% of the sample have high anxiety and depressive symptoms, respectively. The study does not show an association between overweight/obesity and anxiety/depression. Authors speculate that the lack of a link between mental health and obesity among Iranian adolescents might be due to a positive attitude toward fatness of adolescents among families and peers.[3]
The study has several strengths as it uses a nationally representative sample, has a large sample size, includes both genders, has a wide age range of participants, measures both anxiety and depression, estimates threshold effects of both over-weight and obesity, and directly measures height and weight.[3]
Besides the above strengths, the study has some limitations. Major limitations of the study include not applying survey weights despite clustered sampling, relying on self-reported symptoms of anxiety and depression rather than conducting structured interviews that can provide information for Diagnostic and Statistical Manual (DSM) based diagnoses, and the lack of conceptualization of gender, age, ethnicity, and region as effect modifiers. My discussion here is on the last issue.
Although overall findings are also important due to the global obesity trends and the need for evidence based policy and practice for prevention,[5,6,7] results are also important because they suggest how the association between obesity and mental health may depend on a wide range of factors from individual to contextual factors.[8,9,10,11,12,13,14,15,16,17,18,19] We need cross-country comparison of factors associated with obesity to better understand the effect of contexts that shape risk factors and consequences of a health conditions like obesity.[20,21]
The link between mental health and obesity is complex and may vary based on individual (e.g. age, gender, race, ethnicity and culture) or structural (e.g. nationality and region) characteristics.[8,9,10,11] Age may influence mental health causes or consequence of obesity and may moderate the mental health-obesity link. Early adolescence and late adolescence are very different in terms of cognitive and social functioning.[22,23] Analysis of a nationally representative sample of adolescents in grades 7-12 who had participated in the National Longitudinal Study of Adolescent Health suggested that only among the youngest adolescents, a significant link could be found between overweight and obesity on depression.[24] Using the 1996 National Longitudinal Study of Adolescent Health, Swallen et al. found that among the youngest adolescents, obesity was linked to depression and self-esteem.[8]
Obesity may be differently associated with shame and stigma during early, mid, or late adolescence.[8,24,25] Sjöberg et al. showed that shame only mediates the effect of obesity on depression among 15-17 years old.[25] Such assumptions are being supported by major theories of human development that suggest social orientation and self-concept develop with the aging of adolescents.[22,23]
Gender may also modify the association between obesity and mental health. Several studies among adults have shown that men and women may be very different in terms of association between mental health and obesity.[19,25] At least two studies among adolescents have suggested that obese girls may be more prone to depression than obese boys.[26,27]
Ethnicity should be considered as another candidate moderator of the association between obesity and mental health. Studies mostly among adults have shown that ethnic groups may be very different in terms of association between depression and obesity.[17,18] Although in different directions, both Gavin, et al.[17] and Sachs-Ericsson Sachs-Ericsson et al.[19] have reported that the association between obesity and major depression disorder depends on race/ethnicity.[17] A growing literature suggests that the intersection of ethnicity and gender may shape the mental health profile of obese people.[8,9,10,11]
Historically, most studies on the association between obesity and depression have been conducted among adults[28,29,30] and our knowledge is very limited on this link among adolescents.[31] Most clinical attention has been given to physical aspects of health of adolescents with obesity, rather than to mental health of individuals.[32] Despite previous studies, our understanding on the link between obesity and mental health among adolescents is very limited.[3] In response to such a gap in the literature, CASPIAN-III and other nationally representative data sets should be analyzed for the association between obesity and mental health, while ethnicity, gender, age, or their intersections are conceptualized as possible moderators.
To conclude, although findings reported by Jari et al.[3] are supported by some previous studies,[8] adolescents should not be considered as a homogene sample regarding the link between obesity and mental health. I hope this discussion has emphasized a need for further analysis of similar datasets to solve the dilemma of obesity – mental health association among adolescents and adults.
Footnotes
Source of Support: Nil
Conflict of Interest: None declared
REFERENCES
- 1.Karnik S, Kanekar A. Childhood obesity: A global public health crisis. Int J Prev Med. 2012;3:1–7. [PMC free article] [PubMed] [Google Scholar]
- 2.Maiti S, De D, Ali KM, Bera TK, Ghosh D, Paul S. Overweight and obesity among early adolescent school girls in urban area of West Bengal, India: Prevalence assessment using different reference standards. Int J Prev Med. 2013;4:1070–4. [PMC free article] [PubMed] [Google Scholar]
- 3.Jari M, Qorbani M, Motlagh ME, Heshmat R, Ardalan G, Kelishadi R. Association of overweight and obesity with mental distress in Iranian adolescents: The CASPIAN-III study. Int J Prev Med. 2014 In Press. [PMC free article] [PubMed] [Google Scholar]
- 4.Kelishadi R. Childhood overweight, obesity, and the metabolic syndrome in developing countries. Epidemiol Rev. 2007;29:62–76. doi: 10.1093/epirev/mxm003. [DOI] [PubMed] [Google Scholar]
- 5.Malik VS, Willett WC, Hu FB. Global obesity: Trends, risk factors and policy implications. Nat Rev Endocrinol. 2013;9:13–27. doi: 10.1038/nrendo.2012.199. [DOI] [PubMed] [Google Scholar]
- 6.Obesity: Preventing and managing the global epidemic. Report of a WHO consultation. World Health Organ Tech Rep Ser. 2000;894:i–xii. 1-253. [PubMed] [Google Scholar]
- 7.Wang Y, Lobstein T. Worldwide trends in childhood overweight and obesity. Int J Pediatr Obes. 2006;1:11–25. doi: 10.1080/17477160600586747. [DOI] [PubMed] [Google Scholar]
- 8.Swallen KC, Reither EN, Haas SA, Meier AM. Overweight, obesity, and health-related quality of life among adolescents: The National Longitudinal Study of Adolescent Health. Pediatrics. 2005;115:340–7. doi: 10.1542/peds.2004-0678. [DOI] [PubMed] [Google Scholar]
- 9.Assari S, Caldwell C. Association between obesity and depression among American Black adolescents: Role of ethnicity and gender. Int J Endocrinol Metab. 2014 Under review. [Google Scholar]
- 10.Assari S. Additive effects of anxiety and depression on obesity among Blacks: Role of ethnicity and gender. Int Cardiovasc Res J. 2014;8:17–8. [PMC free article] [PubMed] [Google Scholar]
- 11.Assari S. Association between obesity and depression among American Blacks: Role of ethnicity and gender. J Racial Ethnic Health Dispar. 2014 DOI; 10.1007/s40615-014-0007-5. [Google Scholar]
- 12.Ohayon MM, Hong SC. Prevalence of major depressive disorder in the general population of South Korea. J Psychiatr Res. 2006;40:30–6. doi: 10.1016/j.jpsychires.2005.02.003. [DOI] [PubMed] [Google Scholar]
- 13.Carpenter KM, Hasin DS, Allison DB, Faith MS. Relationships between obesity and DSM-IV major depressive disorder, suicide ideation, and suicide attempts: Results from a general population study. Am J Public Health. 2000;90:251–7. doi: 10.2105/ajph.90.2.251. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Onyike CU, Crum RM, Lee HB, Lyketsos CG, Eaton WW. Is obesity associated with major depression? Results from the Third National Health and Nutrition Examination Survey. Am J Epidemiol. 2003;158:1139–47. doi: 10.1093/aje/kwg275. [DOI] [PubMed] [Google Scholar]
- 15.McIntyre RS, Konarski JZ, Wilkins K, Soczynska JK, Kennedy SH. Obesity in bipolar disorder and major depressive disorder: Results from a national community health survey on mental health and well-being. Can J Psychiatry. 2006;51:274–80. doi: 10.1177/070674370605100502. [DOI] [PubMed] [Google Scholar]
- 16.Scott KM, Bruffaerts R, Simon GE, Alonso J, Angermeyer M, de Girolamo G, et al. Obesity and mental disorders in the general population: Results from the world mental health surveys. Int J Obes (Lond) 2008;32:192–200. doi: 10.1038/sj.ijo.0803701. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Gavin AR, Rue T, Takeuchi D. Racial/ethnic differences in the association between obesity and major depressive disorder: Findings from the Comprehensive Psychiatric Epidemiology Surveys. Public Health Rep. 2010;125:698–708. doi: 10.1177/003335491012500512. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Stunkard AJ, Faith MS, Allison KC. Depression and obesity. Biol Psychiatry. 2003;54:330–7. doi: 10.1016/s0006-3223(03)00608-5. [DOI] [PubMed] [Google Scholar]
- 19.Sachs-Ericsson N, Burns AB, Gordon KH, Eckel LA, Wonderlich SA, Crosby RD, et al. Body mass index and depressive symptoms in older adults: The moderating roles of race, sex, and socioeconomic status. Am J Geriatr Psychiatry. 2007;15:815–25. doi: 10.1097/JGP.0b013e3180a725d6. [DOI] [PubMed] [Google Scholar]
- 20.Assari S. Cross-country variation in additive effects of socio-economics, health behaviors, and comorbidities on subjective health of patients with diabetes. J Diabetes Metab Disord. 2014;13:36. doi: 10.1186/2251-6581-13-36. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Assari S, Lankarani RM, Lankarani MM. Cross-country differences in the association between diabetes and disability. J Diabetes Metab Disord. 2014;13:3. doi: 10.1186/2251-6581-13-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Burnett S, Blakemore SJ. The development of adolescent social cognition. Ann N Y Acad Sci. 2009;1167:51–6. doi: 10.1111/j.1749-6632.2009.04509.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Sebastian C, Burnett S, Blakemore SJ. Development of the self-concept during adolescence. Trends Cogn Sci. 2008;12:441–6. doi: 10.1016/j.tics.2008.07.008. [DOI] [PubMed] [Google Scholar]
- 24.Aslund C, Nilsson KW, Starrin B, Sjöberg RL. Shaming experiences and the association between adolescent depression and psychosocial risk factors. Eur Child Adolesc Psychiatry. 2007;16:298–304. doi: 10.1007/s00787-006-0564-1. [DOI] [PubMed] [Google Scholar]
- 25.Sjöberg RL, Nilsson KW, Leppert J. Obesity, shame, and depression in school-aged children: A population-based study. Pediatrics. 2005;116:e389–92. doi: 10.1542/peds.2005-0170. [DOI] [PubMed] [Google Scholar]
- 26.Erickson SJ, Robinson TN, Haydel KF, Killen JD. Are overweight children unhappy? Body mass index, depressive symptoms, and overweight concerns in elementary school children. Arch Pediatr Adolesc Med. 2000;154:931–5. doi: 10.1001/archpedi.154.9.931. [DOI] [PubMed] [Google Scholar]
- 27.Falkner NH, Neumark-Sztainer D, Story M, Jeffery RW, Beuhring T, Resnick MD. Social, educational, and psychological correlates of weight status in adolescents. Obes Res. 2001;9:32–42. doi: 10.1038/oby.2001.5. [DOI] [PubMed] [Google Scholar]
- 28.Luppino FS, de Wit LM, Bouvy PF, Stijnen T, Cuijpers P, Penninx BW, et al. Overweight, obesity, and depression: A systematic review and meta-analysis of longitudinal studies. Arch Gen Psychiatry. 2010;67:220–9. doi: 10.1001/archgenpsychiatry.2010.2. [DOI] [PubMed] [Google Scholar]
- 29.Xu Q, Anderson D, Lurie-Beck J. The relationship between abdominal obesity and depression in the general population: A systematic review and meta-analysis. Obes Res Clin Pract. 2011;5:e267–360. doi: 10.1016/j.orcp.2011.04.007. [DOI] [PubMed] [Google Scholar]
- 30.Atlantis E, Goldney RD, Wittert GA. Obesity and depression or anxiety. BMJ. 2009;339:b3868. doi: 10.1136/bmj.b3868. [DOI] [PubMed] [Google Scholar]
- 31.Wardle J, Williamson S, Johnson F, Edwards C. Depression in adolescent obesity: Cultural moderators of the association between obesity and depressive symptoms. Int J Obes (Lond) 2006;30:634–43. doi: 10.1038/sj.ijo.0803142. [DOI] [PubMed] [Google Scholar]
- 32.Calamaro CJ. Depression and obesity in adolescents: What can primary care providers do? J Nurse Pract. 2009;5:255–61. [Google Scholar]
