Relationship between community prevalence of obesity and associated behavioral factors and community rates of influenza-related hospitalizations in the United States
- PMID: 23136926
- PMCID: PMC5781204
- DOI: 10.1111/irv.12019
Relationship between community prevalence of obesity and associated behavioral factors and community rates of influenza-related hospitalizations in the United States
Abstract
Background: Findings from studies examining the association between obesity and acute respiratory infection are inconsistent. Few studies have assessed the relationship between obesity-related behavioral factors, such as diet and exercise, and risk of acute respiratory infection.
Objective: To determine whether community prevalence of obesity, low fruit/vegetable consumption, and physical inactivity are associated with influenza-related hospitalization rates.
Methods: Using data from 274 US counties, from 2002 to 2008, we regressed county influenza-related hospitalization rates on county prevalence of obesity (BMI ≥ 30), low fruit/vegetable consumption (<5 servings/day), and physical inactivity (<30 minutes/month recreational exercise), while adjusting for community-level confounders such as insurance coverage and the number of primary care physicians per 100,000 population.
Results: A 5% increase in obesity prevalence was associated with a 12% increase in influenza-related hospitalization rates [adjusted rate ratio (ARR) 1.12, 95% confidence interval (CI) 1.07, 1.17]. Similarly, a 5% increase in the prevalence of low fruit/vegetable consumption and physical inactivity was associated with an increase of 12% (ARR 1.12, 95% CI 1.08, 1.17) and 11% (ARR 1.11, 95% CI 1.07, 1.16), respectively. When all three variables were included in the same model, a 5% increase in prevalence of obesity, low fruit/vegetable consumption, and physical inactivity was associated with 6%, 8%, and 7% increases in influenza-related hospitalization rates, respectively.
Conclusions: Communities with a greater prevalence of obesity were more likely to have high influenza-related hospitalization rates. Similarly, less physically active populations, with lower fruit/vegetable consumption, tended to have higher influenza-related hospitalization rates, even after accounting for obesity.
Keywords: Diet; exercise; influenza; influenza-like illness; obesity.
© 2012 John Wiley & Sons Ltd.
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References
-
- Molinari NA, Ortega‐Sanchez IR, Messonnier ML et al. The annual impact of seasonal influenza in the US: measuring disease burden and costs. Vaccine 2007; 25:5086–5096. - PubMed
-
- Nichol KL, Nordin J, Mullooly J et al. Influenza vaccination and reduction in hospitalizations for cardiac disease and stroke among the elderly. N Engl J Med 2003; 348:1322–1332. - PubMed
-
- Bindman AB, Grumbach K, Osmond D et al. Preventable hospitalizations and access to health care. JAMA 1995; 274:305–311. - PubMed
-
- Almirall J, Bolibar I, Serra‐Prat M et al. New evidence of risk factors for community‐acquired pneumonia: a population‐based study. Eur Respir J 2008; 31:1274–1284. - PubMed
-
- Kornum JB, Thomsen RW, Riis A, Lervang HH, Schonheyder HC, Sorensen HT. Type 2 diabetes and pneumonia outcomes: a population‐based cohort study. Diabetes Care 2007; 30:2251–2257. - PubMed
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