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Making a picture worth a thousand numbers: recommendations for graphically displaying patient-reported outcomes data
Claire Snyder1,2,3, Katherine Smith4,5, Bernhard Holzner6
1Johns Hopkins School of Medicine, 624 N. Broadway, Room 649, Baltimore, MD, 21205, USA. csnyder@jhu.edu.
New recommendations improve the interpretation of patient-reported outcomes (PROs) data. These guidelines address data display challenges to enhance understanding and use in clinical practice and research.
Area of Science:
- Health Services Research
- Patient-Centered Care
- Clinical Informatics
Background:
- Patient-reported outcomes (PROs) are valuable for patient-centered care but face interpretation challenges due to varied scoring and reporting methods.
- Limited understanding and use of PRO data in clinical practice hinder its full potential.
Purpose of the Study:
- To develop stakeholder-engaged, evidence-based recommendations for displaying PRO data.
- To improve the understanding and utilization of PRO data in clinical management, patient education, and research publications.
Main Methods:
- A modified Delphi process involving diverse stakeholders (patients, clinicians, researchers, vendors, editors).
- Review of data display issues and evidence base via webinars and surveys.
- Consensus development through in-person meetings and post-meeting ratification.
Main Results:
- Recommendations address data directionality and score meaning for individual and research applications.
- Specific guidance provided for presenting individual patient data (e.g., charts, highlighting concerning scores).
- Methods for displaying research results include handling normed data, statistical/clinical significance, and outcome proportions.
Conclusions:
- The developed recommendations aim to optimize the accurate and meaningful interpretation of PRO data.
- Standardized PRO data display will enhance clinical decision-making and research dissemination.
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