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How Synthesis Tasks Are Affected by Probability Format: A Making Numbers Meaningful Systematic Review.
Natalie C Benda1, Mohit M Sharma2, Jessica S Ancker3
1Columbia University School of Nursing, New York, NY, USA.
Data presentation format moderately impacts health probability communication. While tables may be preferred over text for synthesizing health option information, behavioral intentions and effectiveness feelings show little to no change.
Area of Science:
- Health communication
- Decision science
- Information design
Background:
- The Making Numbers Meaningful project conducted a systematic review to guide health probability data presentation.
- This review focuses on 'synthesis tasks' where individuals evaluate multiple health option features.
Purpose of the Study:
- To systematically review evidence on how data presentation formats affect outcomes in health probability synthesis tasks.
- To assess the impact of format on perceptual, cognitive, affective, and behavioral responses.
Main Methods:
- Systematic review of experimental and quasi-experimental studies comparing quantitative health information formats.
- Searched multiple databases (MEDLINE, Embase, etc.) and hand-searched journals.
- Extracted and synthesized data from 45 unique studies (91 findings).
Main Results:
- Moderate evidence suggests tables are preferred over text for presenting health probabilities in synthesis tasks.
- Behavioral intentions were not significantly affected by text versus table format.
- Effectiveness feelings were not altered by supplementing numbers with narratives.
Conclusions:
- Current evidence on data presentation for health probability synthesis tasks is of moderate strength.
- Further research is needed to enhance understanding of optimal information presentation for complex health decisions.
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