Research
Adherence
Remote patient monitoring interventions that include personalized coaching, health behavior models, or clinician feedback loops are more successful in improving clinical outcomes than RPM alone.
If you use RPM, ensure it includes a human element. Look for programs that offer personalized coaching, group-based behavioral therapy, or active clinician feedback. These components are what drive success, not the device itself.
GoodQualifiesMEDIUM confidence
Interventions based on health behavior models and personalized coaching were most successful.
Why this rating
Supported by qualitative review of high-quality studies and specific RCT examples (e.g., Wijsman et al., Ginis et al.).
Source
Impact of remote patient monitoring on clinical outcomes: an updated meta-analysis of randomized controlled trials
Benjamin Noah et al. · npj Digital Medicine · 2017
DOI 10.1038/s41746-017-0002-4
Meta-analysis · 27 studiesCited 285×
Read the paper DOI resolved against Crossref · corpus check 2026-06-10
More from this paper
- Remote patient monitoring (RPM) using wearable biosensors alone does not significantly improve clinical outcomes such as BMI, weight, blood pressure, or body fat percentage compared to usual care.Good
- Cash incentives for physical activity via wearables may be less effective than charity incentives or no incentives, and can even reduce physical activity compared to control groups.Moderate
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