Exploratory comparative review of wearable-based versus app-based behavioral monitoring tools: evidence synthesis and hypothesis generation

Direct comparative evidence between wearable-based and app-based monitoring tools is extremely limited. Findaings should be interpreted as hypothesis-generating rather than confirmatory. Future adequately powered head-to-head trials are required.

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Publication Details

Journal
Expert Review of Medical Devices
Published
2026-03-23
DOI
https://doi.org/10.1080/17434440.2026.2650127
Primary Topic
Digital Mental Health Interventions
Type
article
Field-Weighted Citation Impact
0.00
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article

Exploratory comparative review of wearable-based versus app-based behavioral monitoring tools: evidence synthesis and hypothesis generation

A. Agarwal, Ashok Chauhan, Pankaj Pant, Biman Saikia
Expert Review of Medical Devices
Digital Mental Health Interventions
article

Exploratory comparative review of wearable-based versus app-based behavioral monitoring tools: evidence synthesis and hypothesis generation

A. Agarwal, Ashok Chauhan, Pankaj Pant, Biman Saikia
article en

Abstract

Direct comparative evidence between wearable-based and app-based monitoring tools is extremely limited. Findaings should be interpreted as hypothesis-generating rather than confirmatory. Future adequately powered head-to-head trials are required.

Expert Review of Medical Devices
Post Graduate Institute of Medical Education and Research (IN)
Openalex Percentile: Top 13%
Digital Mental Health Interventions
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