Abstract
Aim
This study aimed to investigate gender differences in the association between baseline depressive symptoms and subsequent changes in obesity in a sample of urban Black youth in the USA.
Methods
The current study followed 681 Black youth (335 male and 346 female) for up to 18 years from 1994 to 2012. All youth were selected from an economically disadvantaged urban area in MI, USA. The main independent variable was baseline depressive symptoms measured in 1994. The main outcome was change in body mass index (BMI) from 1999 to 2012, calculated based on self-reported height and weight. Scio-demographics (age, number of parents in the household, and parental employment) were covariates. Gender was the focal moderator. We used linear regressions to test the predictive role of baseline depressive symptoms on change in BMI (from 1999 to 2012) in the pooled sample, and also based on gender.
Results
Among Black females, but not Black males, baseline depressive symptoms predicted the BMI change from 1999 to 2012. The association remained significant for Black females after controlling for covariates.
Conclusion
High depressive symptoms at baseline better predict BMI change over the next decade for female than male Black youth. As a result, detection and reduction of depressive symptoms may be a vital element of obesity prevention programs for Black females. Policies and programs that address determinants of psychological distress as a strategy to prevent obesity among female Black youth in disadvantaged neighborhoods may be especially useful.
Similar content being viewed by others
References
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(3):220–9.
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(4):e267–78.
Atlantis E, Goldney RD, Wittert GA. Obesity and depression or anxiety. BMJ. 2009;339:b3868.
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. 2006;30(4):634–43.
Calamaro CJ. Depression and obesity in adolescents: what can primary care providers do? J Nurs Pract. 2009;5(4):255–61.
Friedman MA, Brownell K. Psychological correlates of obesity: moving to the next research generation. Psychol Bull. 1995;117:3–20.
Assari S. The link between mental health and obesity: role of individual and contextual factors. Int J Prev Med. 2014;5(3):247–9.
Hicken MT, Lee H, Mezuk B, Kershaw KN, Rafferty J, Jackson JS. Racial and ethnic differences in the association between obesity and depression in women. J Women's Health. 2013;22(5):445–52.
Hong OMM, S.C. Prevalence of major depression disorder in the general population of South Korea. J Psychiatr Res. 2006;40:30–6.
Carpenter KM, Hasin DS, Allison DB, Faith MS. Relationships between obesity and DSM-IV major depression disorder, suicide ideation, and suicide attempts: results from a general population study. Am J Public Health. 2000;90(2):251–7.
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(12):1136–1147.
McIntyre RS, Konarski JZ, Wilkins K, Soczynska JK, Kennedy SH. Obesity in bipolar disorder and major depression disorder: results from a national community health survey on mental health and well-being. Can J Psychiatr. 2006;51(5):274–80.
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. 2008;32(1):192–200.
Gavin AR, Rue T, Takeuchi D. Racial/ethnic differences in the association between obesity and major depression disorder: findings from the Comprehensive Psychiatric Epidemiology Surveys. Public Health Rep. 2010;125(5):698–708.
Stunkard AJ, Faith MS, Anderson KC. Depression and obesity. Biol Psychiatry. 2003;54:330–7.
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(9):815–25.
Marmorstein NR, Iacono WG, Legrand L. Obesity and depression in adolescence and beyond: reciprocal risks. Int J Obes. 2014;38(7):906–11.
Boutelle KN, Hannan P, Fulkerson JA, Crow SJ, Stice E. Obesity as a prospective predictor of depression in adolescent females. Health Psychol. 2010;29(3):293–8.
Assari S. Additive effects of anxiety and depression on body mass index among blacks: role of ethnicity and gender. Int Cardiovasc Res J. 2014;8(2):44–51.
Assari S. Association between obesity and depression among American blacks: role of ethnicity and gender. J Racial Ethnic Health Dispar. 2014;1(1):36–44.
Isasi CR, Wills TA. Behavioral self-regulation and weight-related behaviors in inner-city adolescents: a model of direct and indirect effects. Child Obes. 2011;7(4):306–15.
Crisp AH, McGuiness B. Jolly fat: relation between obesity and psychoneurosis in general population. Br Med J. 1975;1:7–9.
Assari S, Caldwell CH. Gender and ethnic differences in the association between obesity and depression among black adolescents. J Racial Ethn Health Disparities. 2015;2(1):1–13.
Kuh D, Ben-Shlomo Y, editors. A life course approach to chronic disease epidemiology. Oxford: Oxford University Press; 1997. p. 101–20.
Lumey LH. Reproductive outcomes in women prenatally exposed to undernutrition: a review of findings from the Dutch famine birth cohort. Proc Nutr Soc. 1998;57(1):129–35.
Davey Smith G, Hart C, Blane D, Gillis C, Hawthorne V. Lifetime socioeconomic position and mortality: prospective observational study. BMJ. 1997;314:547–52.
Dixon B, Peña MM, Taveras EM. Lifecourse approach to racial/ethnic disparities in childhood obesity. Adv Nutr. 2012;3(1):73–82.
Pi-Sunyer X. The medical risks of obesity. Postgrad Med. 2009;121(6):21–33.
Assari S, Caldwell CH, Zimmerman MA. Sex differences in the association between testosterone and violent behaviors. Trauma Mon. 2014;19:e18040.
Assari S, Smith JR, Caldwell CH, Zimmerman MA. Gender differences in longitudinal links between neighborhood fear, parental support, and depression among African American emerging adults. For Soc. 2015;5:151–70.
Assari S, Lankarani MM, Caldwell C, Zimmerman M, Malekahmadi MR. Baseline religion involvement predicts subsequent salivary cortisol levels among male but not female black youth. Int J Endocrinol Metab. 2015;13(4):e31790.
Assari S, Lankarani MM, Caldwell CH, Zimmerman M. Anxiety symptoms during adolescence predicts salivary cortisol in early adulthood among blacks; sex differences. Int J Endocrinol Metab. 2015;13(4):e18041.
Derogatis LR, Spencer PM. The Brief Symptom Inventory (BSI): administration, scoring and procedures manual–I. Baltimore: Johns Hopkins University School of Medicine, Clinical Psychometric Research Unit; 1982.
Derogatis LR. The SCL-90: administration, scoring, and procedures manual for the (R)evised version and other instruments of the psychopathology rating scale series. Baltimore: Johns Hopkins University Hospital; 1977.
Connolly MB, Crits-Christoph P, Shelton RC, Hollon S, Kurtz J, Barber JP, et al. The reliability and validity of a measure of self-understanding of interpersonal patterns. J Couns Psychol. 1999;46:472–82.
Gildner TE, Barrett TM, Liebert MA, Kowal P, Snodgrass JJ. Does BMI generated by self-reported height and weight measure up in older adults from middle-income countries? Results from the study on global AGEing and adult health (SAGE). BMC Obes. 2015;2:44. doi:10.1186/s40608-015-0074-0.
Assari S, Moghani Lankarani M. The association between obesity and weight loss intention weaker among blacks and men than whites and women. J Racial Ethn Health Disparities. 2015;1–7.
Merrill RM, Richardson JS. Validity of self-reported height, weight, and body mass index: findings from the National Health and Nutrition Examination Survey, 2001–2006. Prev Chronic Dis. 2009;6(4):A121.
Ng SP, Korda R, Clements M, Latz I, Bauman A, Bambrick H, et al. Validity of self-reported height and weight and derived body mass index in middle-aged and elderly individuals in Australia. Aust N Z J Public Health. 2011;35(6):557–63.
De Vriendt T, Huybrechts I, Ottevaere C, Van Trimpont I, De Henauw S. Validity of self-reported weight and height of adolescents, its impact on classification into BMI-categories and the association with weighing behaviour. Int J Environ Res Public Health. 2009;6(10):2696–711.
Locascio JJ, Atri A. An overview of longitudinal data analysis methods for neurological research. Dement Geriatr Cogn Disord Extra. 2011;1(1):330–57.
Liu Y, Mo S, Song Y, Wang M. Longitudinal analysis in occupational health psychology: a review and tutorial of three longitudinal modeling techniques. Appl Psychol. 2015;65:379–411.
Prince M, Lewis G, Bird A, Blizard R, Mann A. A longitudinal study of factors predicting change in cognitive test scores over time, in an older hypertensive population. Psychol Med. 1996;26(3):555–68.
Castillo F, Francis L, Wylie-Rosett J, Isasi CR. Depressive symptoms are associated with excess weight and unhealthier lifestyle behaviors in urban adolescents. Child Obes. 2014;10(5):400–7.
Isasi CR, Ostrovsky NW, Wills TA. The association of emotion regulation with lifestyle behaviors in inner-city adolescents. Eat Behav. 2013;14(4):518–21.
Michopoulos V, Powers A, Moore C, Villarreal S, Ressler KJ, Bradley B. The mediating role of emotion dysregulation and depression on the relationship between childhood trauma exposure and emotional eating. Appetite. 2015;91:129–36.
Crow T, Cross D, Powers A, Bradley B. Emotion dysregulation as a mediator between childhood emotional abuse and current depression in a low-income African-American sample. Child Abuse Negl. 2014;38(10):1590–8.
Gianini LM, White MA, Masheb RM. Eating pathology, emotion regulation, and emotional overeating in obese adults with binge eating disorder. Eat Behav. 2013;14(3):309–13.
Puhl RM, King KM. Weight discrimination and bullying. Best Pract Res Clin Endocrinol Metab. 2013;27(2):117–27.
Hammerton G, Thapar A, Thapar AK. Association between obesity and depressive disorder in adolescents at high risk for depression. Int J Obes. 2014;38(4):513–9.
Roberts RE, Duong HT. Perceived weight, not obesity, increases risk for major depression among adolescents. J Psychiatr Res. 2013;47(8):1110–7.
Centers for Disease Control and Prevention (CDC). Differences in prevalence of obesity among black, white, and Hispanic adults—United States, 2006–2008. MMWR Morb Mortal Wkly Rep. 2009;58(27):740–744.
Sutherland ME. Overweight and obesity among African American women: an examination of predictive and risk factors and weight-reduction recommendations. J Black Stud. 2013;44(8):846–69.
Ivezaj V, Saules KK, Hoodin F, Alschuler K, Angelella NE, Collings AS, et al. The relationship between binge eating and weight status on depression, anxiety, and body image among a diverse college sample: a focus on bi/multiracial women. Eat Behav. 2010;11(1):18–24. doi:10.1016/j.eatbeh.2009.08.003.
Assari S, Nikahd A, Malekahmadi MR, Lankarani MM, Zamanian H. Race by gender group differences in the protective effects of socioeconomic factors against sustained health problems across five domains. J Racial Ethn Health Disparities. 2016. doi:10.1007/s40615-016-0291-3.
Carter JD, Assari S. Sustained obesity and depressive symptoms over 6 years: race by gender differences in the health and retirement study. Front Aging Neurosci. 2017;8:312. doi:10.3389/fnagi.2016.00312.
Assari S, Caldwell CH. Neighborhood safety and major depressive disorder in a national sample of black youth; gender by ethnic differences. Children (Basel). 2017;4(2) doi:10.3390/children4020014.
Stice E, Presnell K, Shaw H, Rohde P. Psychological and behavioral risk factors for obesity onset in adolescent girls: a prospective study. J Consult Clin Psychol. 2005;73(2):195–202.
Kim E, Song JH, Hwang JY, Ahn K, Kim J, Koh YH, et al. Obesity and depressive symptoms in elderly Koreans: evidence for the “Jolly Fat” hypothesis from the Ansan Geriatric (AGE) Study. Arch Gerontol Geriatr. 2010;51(2):231–4.
Li ZB, Ho SY, Chan WM, Ho KS, Li MP, Leung GM, et al. Obesity and depressive symptoms in Chinese elderly. Int J Geriatr Psychiatry. 2004;19(1):68–74.
Kim JY, Chang HM, Cho JJ, Yoo SH, Kim SY. Relationship between obesity and depression in the Korean working population. J Korean Med Sci. 2010;25(11):1560–7.
McCarty CA, Kosterman R, Mason WA, McCauley E, Hawkins JD, Herrenkohl TI, et al. Longitudinal associations among depression, obesity and alcohol use disorders in young adulthood. Gen Hosp Psychiatry. 2009 Sep-Oct;31(5):442–50. doi:10.1016/j.genhosppsych.2009.05.013.
Mannan M, Mamun A, Doi S, Clavarino A. Prospective associations between depression and obesity for adolescent males and females-a systematic review and meta-analysis of longitudinal studies. PLoS One. 2016;11(6):e0157240.
Noh JW, Lee SA, Choi HJ, Hong JH, Kim MH, Kwon YD. Relationship between the intensity of physical activity and depressive symptoms among Korean adults: analysis of Korea health panel data. J Phys Ther Sci. 2015;27(4):1233–7.
Katzir NM. Gender differences in the association between depression and physical activity. San Diego State University. 2012. https://sdsu-dspace.calstate.edu/bitstream/handle/10211.10/2236/Katzir_Naomi.pdf?sequence=1.
Bhui K, Fletcher A. Common mood and anxiety states: gender differences in the protective effect of physical activity. Soc Psychiatry Psychiatr Epidemiol. 2000;35:28–35.
Brown WJ, Ford JH, Burton NW, Marshall AL, Dobson AJ. Prospective study of physical activity and depressive symptoms in middle-aged women. Am J Prev Med. 2005;29(4):265–72.
Davidsen L, Vistisen B, Astrup A. Impact of the menstrual cycle on determinants of energy balance: a putative role in weight loss attempts. Int J Obes. 2007;31(12):1777–85.
Hallam J, Boswell RG, DeVito EE, Kober H. Gender-related differences in food craving and obesity. Yale J Biol Med. 2016;89(2):161–73. eCollection 2016 Jun. Review
Caldwell MB, Brownell KD, Wilfley DE. Relationship of weight, body dissatisfaction, and self-esteem in African American and white female dieters. Int J Eat Disord. 1997;22(2):127–30.
Lieberman DL, Tybur JM, Latner JD. Disgust sensitivity, obesity stigma, and gender: contamination psychology predicts weight bias for women, not men. Obesity (Silver Spring). 2012;20(9):1803–14. doi:10.1038/oby.2011.247.
Hansson LM, Näslund E, Rasmussen F. Perceived discrimination among men and women with normal weight and obesity. A population-based study from Sweden. Scand J Public Health. 2010;38(6):587–96.
Steinfeldt JA, Zakrajsek R, Carter H, Steinfeldt MC. Conformity to gender norms among female student-athletes: implications for body image. Psychol Men Masculinity. 2011 Oct;12(4):401.
Mason TB, Lewis RJ. Minority stress and binge eating among lesbian and bisexual women. J Homosex. 2015;62(7):971–92. doi:10.1080/00918369.2015.1008285.
Jackson JS, Knight KM, Rafferty JA. Race and unhealthy behaviors: chronic stress, the HPA axis, and physical and mental health disparities over the life course. Am J Public Health. 2010;100(5):933–9.
van der Kaay D, van den Akker E. Ultralow-dose dexamethasone to preserve endogenous cortisol stress response in nonclassical congenital adrenal hyperplasia: a new promising treatment. Int J Endocrinol Metab. 2014;12(3):eee14657.
Hudson JI, Hiripi E, Pope HG, Kessler RC. The prevalence and correlates of eating disorders in the National Comorbidity Survey Replication. Biol Psychiatry. 2007;61(3):348–58.
Patton GC, Selzer R, Coffey C, Carlin JB, Wolfe R. Onset of adolescent eating disorders: population based cohort study over 3 years. Br Med J. 1999;318:765–8.
Ross CE. Overweight and depression. J Health Soc Behav. 1994;35:63–79.
Aparicio E, Canals J, Arija V, De Henauw S, Michels N. The role of emotion regulation in childhood obesity: implications for prevention and treatment. Nutr Res Rev. 2016;29(1):17–29. doi:10.1017/S0954422415000153.
Chau N, Chau K, Mayet A, Baumann M, Legleye S, Falissard B. Self-reporting and measurement of body mass index in adolescents: refusals and validity, and the possible role of socioeconomic and health-related factors. BMC Public Health. 2013;13(1):815.
Hjemdahl P. Stress and the metabolic syndrome: an interesting but enigmatic association. Circulation. 2002;106(21):2634–6.
Rosmond R. Stress induced disturbances of the HPA axis: a pathway to type 2 diabetes? Med Sci Monit. 2003;9(2):Ra35–9.
Walker BR. Glucocorticoids and cardiovascular disease. Eur J Endocrinol. 2007;157(5):545–59.
Fathi M, Alavi SM, Joudi M, Joudi M, Mahdikhani H, Ferasatkish R, et al. Preoperative anxiety in candidates for heart surgery. Iran J Psychiatry Behav Sci. 2014;8(2):90–6.
Ahmadi J, Amiri A, Ghanizadeh A, Khademalhosseini M, Khademalhosseini Z, Gholami Z, et al. Prevalence of addiction to the internet, computer games, DVD, and video and its relationship to anxiety and depression in a sample of Iranian high school students. Iran J Psychiatry Behav Sci. 2014;8(2):75–80.
Mottaghi M, Atarodi A, Rohani Z. The relationship between coaches’ and athletes’ competitive anxiety, and their performance. Iran J Psychiatry Behav Sci. 2013;7(2):68–76.
Farzaneh N, Ghobakhlou M, Moghimi-Dehkordi B, Naderi N, Fadai F. Anxiety and depression in a sample of Iranian patients with irritable bowel syndrome. Iran J Psychiatry Behav Sci. 2013;7(1):30–6.
Ogden CL, Carroll MD, Curtin LR, McDowell MA, Tabak CJ, Flegal KM. Prevalence of overweight and obesity in the United States, 1999-2004. JAMA. 2006;295(13):1549–55.
WHO 2006. http://www.euro.who.int/HEN/Syntheses/short/20040908_1
Allison DB, Zanolli R, Narayan KM. The direct health care costs of obesity in the United States. Am J Public Health. 1999;89:1194–9.
Druss BG, Rosenheck RA, Sledge WH. Health and disability costs of depressive illness in a major US corporation. Am J Psychiatr. 2000;157:1274–8.
Adams KF, Schatzkin A, Harris TB, Kipnis V, Mouw T, Ballard-Barbash R, et al. Overweight, obesity, and mortality in a large prospective cohort of persons 50 to 71 years old. N Engl J Med. 2006;355(8):763–78.
Rosenbaum DL, White KS. The relation of anxiety, depression, and stress to binge eating behavior. J Health Psychol. 2015 Jun;20(6):887–98. doi:10.1177/1359105315580212.
Assari S. Psychosocial correlates of body mass index in the United States: intersection of race, gender and age. Iran J Psychiatry Behav Sci. 2016;10(2):e3458.
Farmer ME, Locke BZ, Moscicki EK, Dannenberg AL, Larson DB, Radloff LS. Physical activity and depressive symptoms: the NHANES I epidemiologic follow-up study. Am J Epidemiol. 1988;128(6):1340–51.
Prichep LS, John ER, Ferris SH, Rausch L, Fang Z, Cancro R, et al. Prediction of longitudinal cognitive decline in normal elderly with subjective complaints using electrophysiological imaging. Neurobiol Aging. 2006;27(3):471–81.
Funding
This study was funded by the National Institute on Drug Abuse (NIDA) (grant number DA07484) to Marc Zimmerman (the principle investigator). Shervin Assari receives financial supported from the Heinz C. Prechter Bipolar Research Fund and the Richard Tam Foundation at the University of Michigan Depression Center. Shervin Assari is also supported by the Michigan Nutrition Research Obesity Center (MNORC; grant number: P30 DK089503) funded by the National Institute for Health (NIH).
Author information
Authors and Affiliations
Contributions
This analysis was designed and performed by Shervin Assari, who also drafted the manuscript. Marc Zimmerman designed the main study, acquired the data, and contributed to all drafts of this manuscript. Cleopatra Caldwell was a coinvestigator of the main cohort and contributed to the drafts of the current paper. All authors approved the final version of the manuscript.
Corresponding author
Ethics declarations
Conflict of Interest
The authors declare that they have no conflict of interest.
Informed Consent
Informed consent was obtained from all parents included in the study. Participants signed assent.
Ethical Approval
All procedures were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Rights and permissions
About this article
Cite this article
Assari, S., Caldwell, C.H. & Zimmerman, M.A. Depressive Symptoms During Adolescence Predict Adulthood Obesity Among Black Females. J. Racial and Ethnic Health Disparities 5, 774–781 (2018). https://doi.org/10.1007/s40615-017-0422-5
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40615-017-0422-5