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Journal · Diet and body composition

18 Months, Wearables and Diet: Your Sleep Quality Predicts How Well You Will Follow Your Diet.

Study on 156 overweight adults: sleep quality measured with wearables predicts adherence to dietary recommendations and weight loss over 18 months.

Updated October 2, 2026

International Journal of Obesity (Nature, 2022): 156 overweight and obese adults monitored during an 18-month behavioural weight loss intervention.

Bright kitchen of an Alpine chalet: a smart bioimpedance scale on a wooden floor, natural morning light; no faces.

Sleep quality and quantity indices measured via SenseWear wearable were associated with dietary adherence and weight loss.

The longitudinal design: 18 months of real monitoring

Body composition shown as a clean chart on a tablet beside a smart scale; neutral premium background; no faces.

18 months of continuous biometric monitoring during a weight loss programme. Real behaviour of people in daily life — with all fluctuations, relapses and recoveries.

Sleep quality as a predictor of dietary adherence

A table with a spare Mediterranean breakfast in natural light, measured portions; crisp detail, no faces.

Objectively measured sleep quality and quantity were associated with adherence to dietary recommendations, physical activity and weight loss. Nights of worse sleep preceded days of poor dietary adherence.

Biological causality confirmed

A muscle-mass and visceral-fat chart projected in the wellness room of an Alpine clinic; sober palette; no faces.

Poor quality sleep alters hunger hormones, reduces prefrontal self-control and increases salience of food rewards. Result: harder to resist snacks, less easy to follow the meal plan.

The implication for weight loss programmes

Bright kitchen of an Alpine chalet: a smart bioimpedance scale on a wooden floor, natural morning light; no faces.

Weight loss programmes not including sleep monitoring work with one hand tied. The Digital Twin integrates sleep and diet in a single biological framework — answering: 'Why can't I follow my diet?' with objective data.

Body composition shown as a clean chart on a tablet beside a smart scale; neutral premium background; no faces.

International Journal of Obesity / Nature (2022) — https://www.nature.com/articles/s41366-022-01141-z · www.nature.com

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