The research - the first to measure energy expenditure in hunter-gathers - looked at Hadza tribespeople living on the open savanna of Tanzania who trek great distances each day to forage and hunt for game. They burned no more calories than a group of Americans and Europeans.
Dr Pontzer said that "for the most part" it is the amount eaten, and not lack of exercise, that is making us fat.
However, exercise is still important for general health.
The researcher, who details his findings in the journal PLoS ONE, told the Daily Mail: "Exercise is important in preventing heart disease and diabetes. It just probably isn't a big part of the answer for the obesity issue."
Kelsey Soar, a graphic designer at Tonkin and Taylor in Newmarket, central Auckland, sits at her computer at work for about eight hours a day.
"I find it hard. I feel like I need to get out more ... which isn't always easy."
The 24-year-old said the study results were surprising and she made an effort to exercise as much as possible during her lunch break.
She often participated in a "boot camp" in the Auckland Domain or social club soccer with colleagues.
"It's a way to get people out of the office. We're quite an active place and we try to get everyone involved."
Miss Soar also played hockey and went to the gym after work.
Up to one in three people worldwide are overweight, and one in 10 obese, according to the World Health Organisation.