What type of study is this?

This is a Literature Review study.

What question did this study set out to answer?

The review aims to assess current methods for analyzing patient-generated health data over time and their effectiveness in evaluating treatment responses.

March 14, 2026Open Access

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Current methods for analyzing time-series patient-generated health data to assess treatment response: a scoping review

MBMichelo Banda SBSiân BladonManchester Academic Health Science Centre MAMariam Al-AttarManchester Academic Health Science Centre

Key Points

The review aims to assess current methods for analyzing patient-generated health data over time and their effectiveness in evaluating treatment responses.
Conducted a scoping review of studies analyzing time-series patient-generated health data.
Evaluated the use of various analytic methods in treatment response assessment.
Focused on the longitudinal nature of electronic patient-generated health data (ePGHD).
Many existing studies underutilize the high-frequency characteristics of ePGHD.
Recommended analytic methods are not always adopted, limiting the insights from the data.
Future research directions include improving methodologies to enhance treatment response analysis.

Abstract

Many studies in this review did not fully leverage the high-frequency, longitudinal nature of ePGHD. Future research should adopt more appropriate and readily available analytic methods to maximize the potential of time-series ePGHD for generating insights into treatment response.

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Cite This Study

Banda et al. (Wed,) studied this question.

synapsesocial.com/papers/69b4ba1818185d8a398028ef https://doi.org/https://doi.org/10.1093/jamia/ocag027

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