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Published in: Journal of General Internal Medicine 8/2019

01-08-2019 | Obesity

Food Insecurity Is Associated with an Increased Prevalence of Comorbid Medical Conditions in Obese Adults: NHANES 2007–2014

Authors: Deepak Palakshappa, MD, MSHP, Jaime L. Speiser, PhD, Gary E. Rosenthal, MD, Mara Z. Vitolins, Dr.P.H, MPH

Published in: Journal of General Internal Medicine | Issue 8/2019

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Abstract

Background

Numerous studies have examined if food insecurity (FI) leads to increased weight gain, but little is known about how FI affects obese participants.

Objective

Our objective was to determine if obese, food-insecure adults are more likely to have medical comorbidities than obese, food-secure adults.

Design

We conducted a cross-sectional study using the 2007–2014 National Health and Nutrition Examination Survey (NHANES).

Participants

All obese participants (≥ 20 years) in NHANES were eligible. Participants who were pregnant or missing FI data were excluded.

Main Measures

The primary exposure was household FI, and the primary outcome was the total number of obesity-related comorbidities. Secondary outcomes evaluated the association between FI and individual comorbidities. Propensity score weighting was used to improve covariate balance. We used negative binomial regression to test the association between FI and the total number of comorbidities. We used logistic regression to test the association between FI and individual comorbidities.

Key Results

Of the 9203 obese participants, 15.6% were food insecure. FI (β = 0.09, 95% CI: 0.02, 0.15; p = 0.01) and very low food security (β = 0.17, 95% CI: 0.07, 0.28; p = 0.003) were associated with an increased number of comorbidities. In secondary analyses, FI was associated with increased odds of coronary artery disease (OR: 1.5, 95% CI: 1.1, 2.0) and asthma (OR: 1.3, 95% CI: 1.1, 1.6). Very low food security was associated with increased odds of coronary artery disease, diabetes, and asthma.

Conclusion

Obese adults living in food-insecure households were more likely to have an increased number of comorbid conditions than obese adults living in food-secure households. Clinicians should be aware of the association between FI and comorbid medical conditions when treating patients with obesity.
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Literature
3.
go back to reference Marmot MG, Bosma H, Hemingway H, Brunner E, Stansfeld S. Contribution of job control and other risk factors to social variations in coronary heart disease incidence. Lancet 1997;350(9073):235–239.CrossRef Marmot MG, Bosma H, Hemingway H, Brunner E, Stansfeld S. Contribution of job control and other risk factors to social variations in coronary heart disease incidence. Lancet 1997;350(9073):235–239.CrossRef
4.
go back to reference Marmot M, Shipley M, Brunner E, Hemingway H. Relative contribution of early life and adult socioeconomic factors to adult morbidity in the Whitehall II study. J Epidemiol Community Health 2001;55(5):301–307.CrossRef Marmot M, Shipley M, Brunner E, Hemingway H. Relative contribution of early life and adult socioeconomic factors to adult morbidity in the Whitehall II study. J Epidemiol Community Health 2001;55(5):301–307.CrossRef
9.
go back to reference Coleman-Jensen A, Rabbitt MP, Gregory CA, Singh A. Household Food Security in the United States in 2016, ERR-237. 2017. U.S. Department of Agriculture, Economic Research Service. Coleman-Jensen A, Rabbitt MP, Gregory CA, Singh A. Household Food Security in the United States in 2016, ERR-237. 2017. U.S. Department of Agriculture, Economic Research Service.
13.
go back to reference Seligman HK, Bindman AB, Vittinghoff E, Kanaya AM, Kushel MB. Food insecurity is associated with diabetes mellitus: results from the National Health Examination and Nutrition Examination Survey (NHANES) 1999-2002. J Gen Intern Med 2007;22(7):1018–1023.CrossRef Seligman HK, Bindman AB, Vittinghoff E, Kanaya AM, Kushel MB. Food insecurity is associated with diabetes mellitus: results from the National Health Examination and Nutrition Examination Survey (NHANES) 1999-2002. J Gen Intern Med 2007;22(7):1018–1023.CrossRef
15.
go back to reference Shtasel-Gottlieb Z, Palakshappa D, Yang F, Goodman E. The relationship between developmental assets and food security in adolescents from a low-income community. J Adolesc Health 2015;56(2):215–222.CrossRef Shtasel-Gottlieb Z, Palakshappa D, Yang F, Goodman E. The relationship between developmental assets and food security in adolescents from a low-income community. J Adolesc Health 2015;56(2):215–222.CrossRef
16.
go back to reference Gregory C, Coleman-Jensen A. Food Insecurity, Chronic Disease, and Health Among Working-Age Adults, ERR-235, U.S. Department of Agriculture, Economic Research Service, July 2017. Gregory C, Coleman-Jensen A. Food Insecurity, Chronic Disease, and Health Among Working-Age Adults, ERR-235, U.S. Department of Agriculture, Economic Research Service, July 2017.
19.
go back to reference Bhattacharya J, Currie J, Haider S. Poverty, food insecurity, and nutritional outcomes in children and adults. J Health Econ 2004;23(4):839–862.CrossRef Bhattacharya J, Currie J, Haider S. Poverty, food insecurity, and nutritional outcomes in children and adults. J Health Econ 2004;23(4):839–862.CrossRef
20.
go back to reference Casey PH, Simpson PM, Gossett JM, et al. The association of child and household food insecurity with childhood overweight status. Pediatrics 2006;118(5):e1406–1413.CrossRef Casey PH, Simpson PM, Gossett JM, et al. The association of child and household food insecurity with childhood overweight status. Pediatrics 2006;118(5):e1406–1413.CrossRef
23.
go back to reference Drewnowski A, Specter SE. Poverty and obesity: the role of energy density and energy costs. Am J Clin Nutr 2004;79(1):6–16.CrossRef Drewnowski A, Specter SE. Poverty and obesity: the role of energy density and energy costs. Am J Clin Nutr 2004;79(1):6–16.CrossRef
30.
go back to reference de Groot V, Beckerman H, Lankhorst GJ, Bouter LM. How to measure comorbidity. a critical review of available methods. J Clin Epidemiol 2003;56(3):221–229.CrossRef de Groot V, Beckerman H, Lankhorst GJ, Bouter LM. How to measure comorbidity. a critical review of available methods. J Clin Epidemiol 2003;56(3):221–229.CrossRef
37.
go back to reference Liaw A, Wiener M. Classification and regression by randomForest. R news 2.3. 2002:18–22. Liaw A, Wiener M. Classification and regression by randomForest. R news 2.3. 2002:18–22.
39.
go back to reference Weiser SD, Palar K, Hatcher A, Young S, Frongillo E, Laraia B. 2015. Food Insecurity and Health: A Conceptual Framework. In L. Ivers (ed.), Food Insecurity and Public Health (pp. 23–50). CRC Press. Weiser SD, Palar K, Hatcher A, Young S, Frongillo E, Laraia B. 2015. Food Insecurity and Health: A Conceptual Framework. In L. Ivers (ed.), Food Insecurity and Public Health (pp. 23–50). CRC Press.
40.
go back to reference Kushel MB, Gupta R, Gee L, Haas JS. Housing instability and food insecurity as barriers to health care among low-income Americans. J Gen Intern Med 2006;21(1):71–77.CrossRef Kushel MB, Gupta R, Gee L, Haas JS. Housing instability and food insecurity as barriers to health care among low-income Americans. J Gen Intern Med 2006;21(1):71–77.CrossRef
41.
go back to reference Rosmond R, Dallman MF, Bjorntorp P. Stress-related cortisol secretion in men: relationships with abdominal obesity and endocrine, metabolic and hemodynamic abnormalities. J Clin Endocrinol Metab 1998;83(6):1853–1859.PubMed Rosmond R, Dallman MF, Bjorntorp P. Stress-related cortisol secretion in men: relationships with abdominal obesity and endocrine, metabolic and hemodynamic abnormalities. J Clin Endocrinol Metab 1998;83(6):1853–1859.PubMed
42.
go back to reference Dixon LB, Winkleby MA, Radimer KL. Dietary intakes and serum nutrients differ between adults from food-insufficient and food-sufficient families: Third National Health and Nutrition Examination Survey, 1988-1994. J Nutr 2001;131(4):1232–1246.CrossRef Dixon LB, Winkleby MA, Radimer KL. Dietary intakes and serum nutrients differ between adults from food-insufficient and food-sufficient families: Third National Health and Nutrition Examination Survey, 1988-1994. J Nutr 2001;131(4):1232–1246.CrossRef
43.
go back to reference Whitaker RC, Phillips SM, Orzol SM. Food insecurity and the risks of depression and anxiety in mothers and behavior problems in their preschool-aged children. Pediatrics. 2006;118(3):e859–868.CrossRef Whitaker RC, Phillips SM, Orzol SM. Food insecurity and the risks of depression and anxiety in mothers and behavior problems in their preschool-aged children. Pediatrics. 2006;118(3):e859–868.CrossRef
54.
go back to reference Garg A, Toy S, Tripodis Y, Silverstein M, Freeman E. Addressing social determinants of health at well child care visits: a cluster RCT. Pediatrics. 2015;135(2):e296–304.CrossRef Garg A, Toy S, Tripodis Y, Silverstein M, Freeman E. Addressing social determinants of health at well child care visits: a cluster RCT. Pediatrics. 2015;135(2):e296–304.CrossRef
55.
go back to reference Gottlieb LM, Hessler D, Long D, et al. Effects of Social Needs Screening and In-Person Service Navigation on Child Health: A Randomized Clinical Trial. JAMA Pediatr 2016:e162521.CrossRef Gottlieb LM, Hessler D, Long D, et al. Effects of Social Needs Screening and In-Person Service Navigation on Child Health: A Randomized Clinical Trial. JAMA Pediatr 2016:e162521.CrossRef
56.
go back to reference Swann CA. Household history, SNAP participation, and food insecurity. Food Policy 2017;73:1–9.CrossRef Swann CA. Household history, SNAP participation, and food insecurity. Food Policy 2017;73:1–9.CrossRef
57.
go back to reference Gunderson C, Kreider B, Pepper JV. Partial Identification Methods for Evaluating Food Assistance Programs: A Case Study of the Causal Impact of SNAP on Food Insecurity. Am J Agric Econ 2017;99(4):875–893.CrossRef Gunderson C, Kreider B, Pepper JV. Partial Identification Methods for Evaluating Food Assistance Programs: A Case Study of the Causal Impact of SNAP on Food Insecurity. Am J Agric Econ 2017;99(4):875–893.CrossRef
Metadata
Title
Food Insecurity Is Associated with an Increased Prevalence of Comorbid Medical Conditions in Obese Adults: NHANES 2007–2014
Authors
Deepak Palakshappa, MD, MSHP
Jaime L. Speiser, PhD
Gary E. Rosenthal, MD
Mara Z. Vitolins, Dr.P.H, MPH
Publication date
01-08-2019
Publisher
Springer US
Published in
Journal of General Internal Medicine / Issue 8/2019
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-019-05081-9

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