Subject(s)
Body Mass Index , Cardiovascular Diseases/physiopathology , Metabolic Syndrome/physiopathology , Obesity/physiopathology , Weight Loss , Cardiovascular Diseases/etiology , Health Status , Humans , Metabolic Syndrome/etiology , Obesity/complications , Risk Factors , Risk Reduction BehaviorABSTRACT
The United States Equal Employment Opportunity Commission has proposed rules allowing employers to penalize employees up to 30% of health insurance costs if they fail to meet 'health' criteria, such as reaching a specified body mass index (BMI). Our objective was to examine cardiometabolic health misclassifications given standard BMI categories. Participants (N=40 420) were individuals aged 18+ in the nationally representative 2005-2012 National Health and Nutrition Examination Survey. Using the blood pressure, triglyceride, cholesterol, glucose, insulin resistance and C-reactive protein data, population frequencies/percentages of metabolically healthy versus unhealthy individuals were stratified by BMI. Nearly half of overweight individuals, 29% of obese individuals and even 16% of obesity type 2/3 individuals were metabolically healthy. Moreover, over 30% of normal weight individuals were cardiometabolically unhealthy. There was no significant race-by-BMI interaction, but there was a significant gender-by-BMI interaction, F(4,64)=3.812, P=0.008. Using BMI categories as the main indicator of health, an estimated 74 936 678 US adults are misclassified as cardiometabolically unhealthy or cardiometabolically healthy. Policymakers should consider the unintended consequences of relying solely on BMI, and researchers should seek to improve diagnostic tools related to weight and cardiometabolic health.
Subject(s)
Body Mass Index , Cardiovascular Diseases/diagnosis , Electronic Health Records/statistics & numerical data , Metabolic Syndrome/diagnosis , Nutrition Surveys , Obesity/diagnosis , Adult , Bias , Cardiovascular Diseases/epidemiology , Female , Humans , Insurance Coverage/statistics & numerical data , Insurance, Health/statistics & numerical data , Male , Metabolic Syndrome/epidemiology , Obesity/complications , Obesity/epidemiology , United States/epidemiologyABSTRACT
BACKGROUND: Correctly identifying oneself as being overweight is presumed to be a prerequisite to successful weight management. The present research examined the effect that perceiving oneself as being 'overweight' has on risk of future weight gain in US and UK adults. METHODS: Data from three longitudinal studies; US National Longitudinal Study of Adolescent Health (Add Health) 2001/2002-2008/2009, UK National Child Development Study (NCDS) 1981-2002/2004, and Midlife in the United States (MIDUS) 1995/1996-2004/2005, were used to examine the impact of perceiving oneself as being overweight on weight gain across adulthood in over 14 000 US and UK adults. RESULTS: Participants who perceived their weight status as being overweight were at an increased risk of subsequent weight gain. This effect was observed irrespective of weight status at baseline and whether weight status perceptions were accurate or inaccurate. In the MIDUS sample, perceiving oneself as being overweight was associated with overeating in response to stress and this mediated the relationship between perceived overweight and weight gain. CONCLUSIONS: Perceiving oneself as being 'overweight' is counter-intuitively associated with an increased risk of future weight gain among US and UK adults.
