Research

Adherence

Short-term GPS-enabled physical activity interventions (≤3 months) produce greater weight loss effects than longer-term interventions (≥6 months).

If you start a fitness tracking program, expect the biggest results in the first 3 months. To maintain weight loss after that, you must actively work to keep the habit, as the 'newness' of the app will wear off. Consider switching to a less intrusive tracking method or adding social accountability to sustain engagement beyond the initial quarter.

GoodQualifiesMEDIUM confidence
Short-term interventions (≤3 months) demonstrated greater effects on weight reduction... the most pronounced weight loss effects occurred within the first three months of GPS-enabled PA interventions (Hedges’ g = −0.239, 95% CI = −0.386 to −0.092)... while outcomes at six months were attenuated and not statistically significant (Hedges’ g = −0.221, p = 0.080).
Yu Fan et al. · Nutrients · 2025

Why this rating

Based on subgroup analysis of the same meta-analysis; robustness supported by sensitivity analyses.

Source

Integrated GPS-Enabled Physical Activity and Dietary Interventions Versus Physical Activity Alone for Obesity Control: A Systematic Review and Meta-Analysis

Yu Fan et al. · Nutrients · 2025

DOI 10.3390/nu17111886

Meta-analysis · 9 studies
Read the paper
DOI resolved against Crossref · corpus check 2026-06-10

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