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Combined Associations of Body Mass Index and Metabolic Health Status on Medical and Dental Care Days and Costs in Japanese Male Employees: A 4-Year Follow-Up Study

Overview
Journal J Epidemiol
Specialty Public Health
Date 2019 Apr 16
PMID 30982809
Citations 2
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Abstract

Background: The combined associations of body mass index (BMI) levels and metabolic dysfunction with medical and dental care utilizations is unclear.

Methods: A 4-year follow-up study was performed in 16,386 Japanese male employees (mean age 48.2 [standard deviation, 11.0] years) without a history of cardiovascular disease (CVD), cancer, or renal failure. They were classified into eight phenotypes based on four BMI levels (underweight, <18.5; normal weight, 18.5-24.9; overweight, 25.0-29.9; and obese, ≥30.0 kg/m) and the presence or absence of ≥2 of 4 metabolic abnormalities: high blood pressure, high triglycerides, low high-density-lipoprotein cholesterol, and high blood sugar. Based on their health insurance claims data, we compared medical and dental care days and costs among the eight different BMI/metabolic phenotypes during 2010-2013.

Results: The combinations of BMI levels and metabolic status were significantly associated with the adjusted mean and median medical outpatient days and costs and the median dental outpatient days and costs. The obese/unhealthy subjects had the highest medical outpatient days and costs, and the underweight/unhealthy subjects had the highest dental outpatient days and costs. The underweight/unhealthy subjects also had the highest medical inpatient days and hospitalization rates of CVD, and had higher medical costs compared with the obese/healthy subjects. The differences in median medical costs between healthy and unhealthy phenotypes were larger year by year across all BMI levels.

Conclusions: Identification of obesity phenotypes using both BMI levels (including the underweight level) and metabolic status may more precisely predict healthcare days and costs compared with either BMI or metabolic status alone.

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References
1.
Nakamura K . Impact of cardiovascular risk factors on medical expenditure: evidence from epidemiological studies analysing data on health checkups and medical insurance. J Epidemiol. 2014; 24(6):437-43. PMC: 4213217. DOI: 10.2188/jea.je20140096. View

2.
Arnlov J, Ingelsson E, Sundstrom J, Lind L . Impact of body mass index and the metabolic syndrome on the risk of cardiovascular disease and death in middle-aged men. Circulation. 2009; 121(2):230-6. DOI: 10.1161/CIRCULATIONAHA.109.887521. View

3.
Sullivan P, Ghushchyan V, Ben-Joseph R . The effect of obesity and cardiometabolic risk factors on expenditures and productivity in the United States. Obesity (Silver Spring). 2009; 16(9):2155-62. DOI: 10.1038/oby.2008.325. View

4.
Alberti K, Eckel R, Grundy S, Zimmet P, Cleeman J, Donato K . Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation;.... Circulation. 2009; 120(16):1640-5. DOI: 10.1161/CIRCULATIONAHA.109.192644. View

5.
Nibali L, Tatarakis N, Needleman I, Tu Y, DAiuto F, Rizzo M . Clinical review: Association between metabolic syndrome and periodontitis: a systematic review and meta-analysis. J Clin Endocrinol Metab. 2013; 98(3):913-20. DOI: 10.1210/jc.2012-3552. View