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November 8, 2025HealthcareOpen Access

Patient-Reported Outcome Measures in Adults with Type 2 Diabetes—With a Focus on Older Populations: An AI-Assisted Rapid Review of Use and Implementation in Clinical and Organizational Practice

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Authors

RMRossella MessinaMFMaria Pia FantiniMLMichael Lodi

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Overview

AI-assisted review highlights psychological and quality-of-life factors in diabetes care for older populations, pointing to barriers in routine use.

Key Points

  • The review aims to evaluate the application and effectiveness of Patient-Reported Outcome Measures in adults with type 2 diabetes, focusing on older populations.
  • Conducted an AI-assisted rapid review using Elicit to analyze studies published from 2015 to 2025.
  • Identified 504 records, with 167 studies meeting eligibility criteria related to type 2 diabetes and validated PROMs.
  • Highlighted studies specifically involving older adult populations and extracted data on design, instruments, and outcomes.
  • Identified outcomes like diabetes distress, depression, quality-of-life, and treatment satisfaction were frequently assessed.
  • Common instruments included PAID, PHQ-9, WHO-5, and EQ-5D.
  • PROMs were effective in identifying high-risk patients, though routine integration into care was hindered by several barriers.

Cite This Study

Messina et al. (2025) studied this question.

synapsesocial.com/papers/69253a35c0ce034ddc357c30https://doi.org/10.3390/healthcare13222840
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Patient‐Reported Outcome Measures in Older Adults with Type 2 Diabetes: An AI‐Assisted Rapid Review of Use and Implementation in Clinical and Organizational Practice2025
  2. 2Evidence for the Use of Patient-Reported Outcome Measures in the Treatment of Patients With Noncommunicable Diseases: Systematic Review (Preprint)2024
  3. 3Older Adults Can Successfully Monitor Symptoms Using an Inclusively Designed Mobile Application2020 · 46 citations
  4. 4Investigating Digital Patient-Reported Outcome Measures in Patient-Centered Diabetes Specialist Outpatient Care (DigiDiaS): Protocol for a Multimethod Prospective Observational Study2024 · 6 citations
  5. 5Which self-reported measures are useful to explore diabetes support needs among adults with diabetes and severe mental illness?2024 · 1 citations