Abstract
Purpose
To examine the relationship of disordered eating behaviors and eating disorder (ED) diagnosis in young adults with health-related quality of life (HRQL) and to assess the presence of effect modification by gender.
Methods
In 2013, participants (N = 9440, ages 18–31 years) in the U.S. Growing Up Today Study cohort reported use of disordered eating behaviors (dieting, diet pills, laxatives, or vomiting to control weight; binge eating with loss of control) over the past year, plus a lifetime history of ED diagnosis. The relative risk (RR) of less-than-full health (EQ-5D-5L health utility score < 1) and of any impairment (score > 1 on EQ-5D-5L dimensions) were compared across participants with and without disordered eating or ED diagnosis, using cross-sectional multivariable regression controlling for confounders. The association between HRQL and disordered eating or ED diagnosis was assessed using multivariable linear regression with the subsample reporting less-than-full health. The presence of effect modification by gender was also examined.
Results
Disordered eating behaviors and ED diagnosis were associated with significantly increased risk of less-than-full health. A significant gender interaction was found for only one variable—ED diagnosis; men who reported ever having received a diagnosis experienced worse decrements in HRQL than did women. Inclusion of BMI in estimation models revealed small attenuations. Across the weight spectrum, the presence of ED was associated with impairment across all EQ-5D-5L dimensions, except self-care.
Conclusion
Disordered eating behaviors and a lifetime history of ED diagnosis are associated with significant decrements in HRQL, but only ED diagnosis is associated with a significant effect modification by gender.
Similar content being viewed by others
Data sharing
The data that support the findings of this study are available from Channing Division of Network Medicine of the Brigham and Women’s Hospital. Restrictions apply to the availability of these data, which were used under license for this study. Data are available from the authors with the permission of the Channing Division of Network Medicine.
References
Swanson, S. A., Crow, S. J., Le Grange, D., Swendsen, J., & Merikangas, K. R. (2011). Prevalence and correlates of eating disorders in adolescents: results from the National Comorbidity Survey Replication Adolescent Supplement. Archives of General Psychiatry,68(7), 714–723. https://doi.org/10.1001/archgenpsychiatry.2011.22.
Sonneville, K. R., Horton, N. J., Micali, N., et al. (2013). Longitudinal associations between binge eating and overeating and adverse outcomes among adolescents and young adults: Does loss of control matter? JAMA Pediatrics,167(2), 149–155. https://doi.org/10.1001/2013.jamapediatrics.12.
Lucas, A. R., Beard, C. M., O’Fallon, W. M., & Kurland, L. T. (1991). 50-year trends in the incidence of anorexia nervosa in Rochester, MN: A population-based study. The American Journal of Psychiatry,148(7), 917–922.
Hay, P. J., Mond, J. M., Buttner, P., & Darby, A. (2008). Eating disorder behaviors are increasing: Findings from two sequential community surveys in South Australia. PLoS ONE. https://doi.org/10.1371/journal.pone.0001541.
Engel, S. G., Adair, C. E., Hayas, C. L., & Abraham, S. (2009). Health-related quality of life and eating disorders: a review and update. International Journal of Eating Disorders,42(2), 179–187. https://doi.org/10.1002/eat.20602.
Hudson, J. I., Hiripi, E., Pope, H. G., & Kessler, R. C. (2007). The prevalence and correlates of eating disorders in the National Comorbidity Survey Replication. Biological Psychiatry,61(3), 348–358. https://doi.org/10.1016/j.biopsych.2006.03.040.
Stuhldreher, N., Konnopka, A., Wild, B., Herzog, W., Zipfel, S., Löwe, B., et al. (2012). Cost-of-illness studies and cost-effectiveness analyses in eating disorders: A systematic review. International Journal of Eating Disorders,45(4), 476–491. https://doi.org/10.1002/eat.20977.
Pohjolainen, V., Räsänen, P., Roine, R. P., Sintonen, H., Koponen, S., & Karlsson, H. (2017). Cost-effectiveness of anorexia nervosa in QALYs. Nordic Journal of Psychiatry,71(1), 67–71. https://doi.org/10.1080/08039488.2016.1224922.
EuroQol EQ-5D-5L. http://www.euroqol.org/about-eq-5d.html. Accessed August 14 2017.
Jenkins, P. E., Hoste, R. R., Meyer, C., & Blissett, J. M. (2011). Eating disorders and quality of life: a review of the literature. Clinical Psychology Review,31(1), 113–121. https://doi.org/10.1016/j.cpr.2010.08.003.
Linzer, M., Spitzer, R. L., Kroenke, K., Williams, J. B. W., Hahn, S. R., & Brody, D. (1996). Gender, quality of life, and mental disorders in primary care: results from the PRIME-MD 1000 study. The American journal of medicine,101(5), 526–533. https://doi.org/10.1016/S0002-9343(96)00275-6.
Mitchison, D., Mond, J. M., Slewa-Younan, S., & Hay, P. (2013). Sex differences in health-related quality of life impairment associated with eating disorder features: a general population study. International Journal of Eating Disorders,46(4), 375–380. https://doi.org/10.1002/eat.22097.
Mond, J. M., & Hay, P. J. (2007). Functional impairment associated with bulimic behaviors in a community sample of men and women. International Journal of Eating Disorders,40(5), 391–398. https://doi.org/10.1002/eat.20380.
Striegel, R. H., Bedrosian, R., Wang, C., & Schwartz, S. (2012). Why men should be included in research on binge eating: results from a comparison of psychosocial impairment in men and women. International Journal of Eating Disorders,45(2), 233–240. https://doi.org/10.1002/eat.20962.
Bentley, C., Mond, J. M., & Rodgers, B. (2014). Sex differences in psychosocial impairment associated with eating-disordered behavior: What if there aren’t any? Eating Behaviors,15(4), 609–614. https://doi.org/10.1016/j.eatbeh.2014.08.015.
Wagner, A. F., Stefano, E. C., Cicero, D. C., Latner, J. D., & Mond, J. M. (2016). Eating disorder features and quality of life: does gender matter? Quality of Life Research,25(10), 2603–2610. https://doi.org/10.1007/s11136-016-1283-9.
Zeiler, M., Waldherr, K., Philipp, J., Nitsch, M., Dür, W., Karwautz, A., et al. (2016). Prevalence of eating disorder risk and associations with health-related quality of life: results from a large school-based population screening. European Eating Disorders Review,24(1), 9–18. https://doi.org/10.1002/erv.2368.
Kessler, R. C., Berglund, P. A., Chiu, W. T., Deitz, A. C., Hudson, J. I., Shahly, V., et al. (2013). The prevalence and correlates of binge eating disorder in the World Health Organization World Mental Health Surveys. Biological Psychiatry,73(9), 904–914. https://doi.org/10.1016/j.biopsych.2012.11.020.
Rabin, R., & de Charro, F. (2001). EQ-SD: a measure of health status from the EuroQol Group. Annals of Medicine,33(5), 337–343. https://doi.org/10.3109/07853890109002087.
Herdman, M., Gudex, C., Lloyd, A., Janssen, M., Kind, P., Parkin, D., et al. (2011). Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Quality of Life Research,20(10), 1727–1736. https://doi.org/10.1007/s11136-011-9903-x.
van Hout, B., Janssen, M. F., Feng, Y., Kohlmann, T., Busschbach, J., Golicki, D., et al. (2012). Interim scoring for the EQ-5D-5L: mapping the EQ-5D-5L to EQ-5D-3L value sets. Value in Health,15(5), 708–715. https://doi.org/10.1016/j.jval.2012.02.008.
Kann, L., Warren, C. W., Harris, W. A., Collins, J. L., Williams, B. I., Ross, J. G., et al. (1996). Youth risk behavior surveillance—United States, 1995. Journal of School Health,66(10), 365–377.
Field, A. E., Taylor, C. B., Celio, A. A., & Colditz, G. A. (2004). Comparison of self-report to interview assessment of bulimic behaviors among preadolescent and adolescent girls and boys. International Journal of Eating Disorders,35(1), 86–92. https://doi.org/10.1002/eat.10220/full.
Gordon, A. R., Krieger, N., Okechukwu, C. A., Haneuse, S., Samnaliev, M., Charlton, B. M., et al. (2017). Decrements in health-related quality of life associated with gender nonconformity among US adolescents and young adults. Quality of Life Research,26(8), 2129–2138. https://doi.org/10.1007/s11136-017-1545-1.
Field, A. E., Aneja, P., & Rosner, B. (2007). The validity of self-reported weight change among adolescents and young adults. Obesity,15(9), 2357–2364. https://doi.org/10.1038/oby.2007.279.
Stommel, M., & Schoenborn, C. A. (2009). Accuracy and usefulness of BMI measures based on self-reported weight and height: findings from the NHANES & NHIS 2001-2006. BMC Public Health,9(1), 421. https://doi.org/10.1186/1471-2458-9-421.
Sherbourne, C. D., Meredith, L. S., Rogers, W., & Ware, J. E. (1992). Social support and stressful life events: age differences in their effects on health-related quality of life among the chronically ill. Quality of Life Research,1(4), 235–246. https://doi.org/10.1007/BF00435632.
Achat, H., Kawachi, I., Levine, S., Berkey, C., Coakley, E., & Colditz, G. A. (1998). Social networks, stress and health-related quality of life. Quality of Life Research,7(8), 735–750. https://doi.org/10.1023/A:1008837002431.
Utsey, S. O., Chae, M. H., Brown, C. F., & Kelly, D. (2002). Effect of ethnic group membership on ethnic identity, race-related stress, and quality of life. Cultural Diversity and Ethnic Minority Psychology,8(4), 366. https://doi.org/10.1037//1099-9809.8.4.367.
Fairburn, C. G., & Harrison, P. J. (2003). Eating disorders. The Lancet,361(9355), 407–416.
Pullenayegum, E. M., Tarride, J., Xie, F., Goeree, R., Gerstein, H. C., & O’reilly, D. (2010). Analysis of health utility data when some subjects attain the upper bound of 1: are Tobit and CLAD models appropriate? Value in Health,13(4), 487–494. https://doi.org/10.1111/j.1524-4733.2010.00695.x.
Liang, K., & Zeger, S. L. (1986). Longitudinal data analysis using generalized linear models. Biometrika,73(1), 13–22. https://doi.org/10.1093/biomet/73.1.13.
Goldsmith, K. A., Dyer, M. T., Schofield, P. M., Buxton, M. J., & Sharples, L. D. (2009). Relationship between the EQ-5D index and measures of clinical outcomes in selected studies of cardiovascular interventions. Health and Quality of Life Outcomes,7(1), 96. https://doi.org/10.1186/1477-7525-7-96.
Lubetkin, E. I., Jia, H., Franks, P., & Gold, M. R. (2005). Relationship among sociodemographic factors, clinical conditions, and health-related quality of life: examining the EQ-5D in the US general population. Quality of Life Research,14(10), 2187–2196. https://doi.org/10.1007/s11136-005-8028-5.
Wilson, G. T., & Sysko, R. (2009). Frequency of binge eating episodes in bulimia nervosa and binge eating disorder: Diagnostic considerations. International Journal of Eating Disorders,42(7), 603–610. https://doi.org/10.1002/eat.20726.
Murray, S. B., Nagata, J. M., Griffiths, S., Calzo, J. P., Brown, T. A., Mitchison, D., et al. (2017). The enigma of male eating disorders: A critical review and synthesis. Clinical Psychology Review,57, 1–11. https://doi.org/10.1016/j.cpr.2017.08.001.
LaBotz, M., & Griesemer, B. A. (2016). Use of performance-enhancing substances. Pediatrics. https://doi.org/10.1542/peds.2016-1300.
Acknowledgements
The authors would like to thank the Growing Up Today Study (GUTS) team of investigators for their contributions to this research and the thousands of young people across the country participating in the GUTS cohort.
Funding
L.M. Hart was supported by an Endeavor Fellowship from the Australian Government Department of Education and a Postdoctoral Research Fellowship from Australian Rotary Health. A.R. Gordon was supported by F32DA042506 from the National Institute of Drug Abuse (NIDA). J.P. Calzo was supported by K01DA034753 from NIDA. S.B Austin was supported by the Leadership Education in Adolescent Health project, Maternal and Child Health Bureau, Health Resources and Services Administration Grants T71-MC00009 and T76-MC00001, the Ellen Feldberg Gordon Challenge Fund for Eating Disorders Research, and the Strategic Training Initiative for the Prevention of Eating Disorders. The funders played no role in the study design, collection, analysis or interpretation of data, in writing of the manuscript, or in the decision to submit the manuscript for publication.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors have no conflicts of interest or financial conflicts of interest.
Ethical approval
The Brigham and Women’s Hospital Institutional Review Board approved this study. Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Hart, L.M., Gordon, A.R., Sarda, V. et al. The association of disordered eating with health-related quality of life in U.S. young adults and effect modification by gender. Qual Life Res 29, 1203–1215 (2020). https://doi.org/10.1007/s11136-019-02396-2
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11136-019-02396-2