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March 26, 2026Expert Review of Medical Devices0 citations

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

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ACAshok ChauhanPPPankaj PantAAA. Agarwal

Key Points

  • This review aims to compare wearable-based monitoring tools with app-based tools in behavioral tracking.
  • Conducted a comparative review of existing literature on wearable and app-based tools.
  • Synthesized evidence gathered from multiple studies.
  • Identified gaps in direct comparative evidence.
  • Limited direct comparative evidence between wearable and app-based monitoring tools.
  • Findings indicate the need for hypothesis generation rather than confirmation.
  • Future recommendations emphasize conducting head-to-head trials.

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.

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Cite This Study

Chauhan et al. (2026) studied this question.

synapsesocial.com/papers/69c4cc37fdc3bde4489177edhttps://doi.org/10.1080/17434440.2026.2650127
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