Research

Adherence

Self-monitoring of diet, physical activity, or weight using digital technology or pedometers results in statistically significant short-term weight loss compared to control groups, though long-term sustainability is uncertain.

Use a digital tool (app, wearable, or web platform) to track your food, activity, or weight. This is one of the most consistently effective single techniques for short-term weight loss. Don't expect it to work forever on its own; combine it with clear goals and regular feedback for best results.

ModerateSupportsMEDIUM confidence
In one narrative review, 43% of studies that used self-monitoring of dietary and physical behaviors or weight via technology reported statistically significant weight loss compared to controls... digital self-monitoring interventions through web or mobile apps also resulted in weight loss, with a pooled effect estimate of the mean reduction in weight of (-)2.87, compared to controls.
Lily Hawkins et al. · Obesity Reviews · 2024

Why this rating

Based on a rapid review of 22 systematic reviews, many of which were rated low or critically low quality.

Source

Which components of behavioral weight management programs are essential for weight loss in people living with obesity? A rapid review of systematic reviews

Lily Hawkins et al. · Obesity Reviews · 2024

DOI 10.1111/obr.13798

Meta-analysis · 22 studiesCited 11×
Read the paper
DOI resolved against Crossref · corpus check 2026-06-10

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