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Updated: Aug 23, 2025

Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Restricted mean survival time versus conventional effect summary for treatment decision-making: A mixed-methods study
Sandra M Shi1, Jennifer A Palmer2, Natalie Newmeyer1
1Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA.
Older adults may prefer time-based summaries like restricted mean survival time (RMST) for treatment effects, potentially reducing decision conflict. Presenting both conventional and RMST information may aid older adults in making informed health decisions.
Area of Science:
- Gerontology
- Health decision-making
- Biostatistics
Background:
- Conventional effect summaries (relative risk reduction, number needed to treat) are standard for treatment effects.
- Restricted mean survival time (RMST) offers an alternative by quantifying event-free days.
- Older adults' preferences between these summary measures remain understudied.
Purpose of the Study:
- To investigate older adults' preferences for different treatment effect summary measures.
- To compare decision conflict when using conventional versus RMST-based decision aids.
- To explore qualitative perspectives on preferred methods for summarizing treatment effects.
Main Methods:
- A mixed-methods study involving a quantitative survey and qualitative interviews.
- 102 older adults with hypertension were surveyed, randomized to conventional or RMST-based decision aids.
- 23 participants underwent semi-structured interviews for in-depth perspectives.
Main Results:
- The RMST-based decision aid group showed a trend towards lower decision conflict (p=0.06) and a significantly higher proportion of participants with decision conflict scale (DCS) <25 (p=0.04).
- Qualitative findings indicated preferences were influenced by comprehension, clarity of visual aids, and information inclusion.
- Older adults' ability to understand quantitative information was key, irrespective of the summary measure used.
Conclusions:
- A time-based effect summary, such as RMST, may help reduce uncertainty for older adults in treatment decisions.
- While not statistically significant in this study, RMST showed a promising trend in reducing decision conflict.
- Presenting both conventional and RMST-based information in decision aids could cater to diverse patient preferences.
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