The study shows that in the past 20 years there has been a sharp decrease in physical exercise and an increase in average body mass index (BMI), while caloric intake has remained steady.
Investigators theorised that a drop in leisure-time physical activity, especially among young women, may be responsible for the upward trend in obesity rates.
By analysing National Health and Nutrition Examination Survey (NHANES) data from the last 20 years, researchers from Stanford University discovered that the number of US adult women who reported no physical activity jumped from 19.1 per cent in 1994 to 51.7 per cent in 2010.
"These changes have occurred in the context of substantial increases in the proportion of adults reporting no leisure-time physical activity, but in the absence of any significant population-level changes in average daily caloric intake," said lead investigator Uri Ladabaum, Associate Professor of Medicine, Stanford University School of Medicine.
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"At the population level, we found a significant association between the level of leisure-time physical activity, but not daily caloric intake, and the increases in both BMI and waist circumference," said Ladabaum.
While investigators did not examine what types of foods were consumed, they did observe that total daily calorie, fat, carbohydrate, and protein consumption have not changed significantly over the last 20 years, yet the obesity rate among Americans is continuing to rise.
Researchers also tracked the rise in abdominal obesity, which is an independent indicator of mortality even among people with normal BMIs.
Abdominal obesity is defined by waist circumference of 88 cm or greater for women and 102 cm or greater for men.
"The prevalence of abdominal obesity has increased among normal-weight women and overweight women and men," said Ladabaum.
The research was published in the American Journal of Medicine.