Researchers from University of Pittsburgh in the US, used smartphones and a custom-developed application to capture data of 150 dieters, 90 per cent of which were women, moved through everyday life for 12 months.
The participants were trying to limit calories to a specific number per day.
The technique deployed to survey the dieters was ecological momentary assessment (EMA), which assesses emotions and behaviours in real-time and in natural settings.
For men and women weighing more than that, the goal for women 1,500 calories and 1,800 for men.
Dieters aimed to limit fat to about 25 per cent of total calories, said Lora E Burke, professor at University of Pittsburgh in the US.
The dieters reported their surroundings, what they were feeling and whether they were tempted to break or broke their eating plan.
Participants had fewer temptations in their own or someone else's home than in a restaurant, but when tempted, they still had 60 per cent chance of a diet lapse.
Odds of a diet lapse were lower in other locations, including work (about 40 percent) or in a car (about 30 percent).
However, participants lapse in diet almost half the time when alone.
"Research into understanding and preventing weight regain is vital for improving the public health," said Burke.
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