How Do People Process Different Representations of Statistical Information? Insights into Cognitive Effort, Representational Inconsistencies, and Individual Differences

A meta-analysis on the effect of visual attention on choice.

(2022) Roopali Bhatnagar et al.   JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL

Current Challenges When Using Numbers in Patient Decision Aids: Advanced Concepts

(2021) Lyndal J. Trevena et al.   MEDICAL DECISION MAKING

Numeracy, numeric attention, and number use in judgment and choice

(2021) Kevin E. Tiede et al.   JOURNAL OF BEHAVIORAL DECISION MAKING

When Does the Incremental Risk Format Aid Informed Medical Decisions? The Role of Learning, Feedback, and Number of Treatment Options

(2020) Kevin E. Tiede et al.   MEDICAL DECISION MAKING

Do Preferred Risk Formats Lead to Better Understanding? A Multicenter Controlled Trial on Communicating Familial Breast Cancer Risks Using Different Risk Formats

(2020) Lidewij Henneman et al.   Patient Preference and Adherence

Preference for and understanding of graphs presenting health risk information. The role of age, health literacy, numeracy and graph literacy

(2020) Julia C.M. van Weert et al.   PATIENT EDUCATION AND COUNSELING

Using the Short Graph Literacy Scale to Predict Precursors of Health Behavior Change

(2019) Yasmina Okan et al.   MEDICAL DECISION MAKING

Effect of Tabular and Icon Fact Box Formats on Comprehension of Benefits and Harms of Prostate Cancer Screening: A Randomized Trial

(2018) Michelle McDowell et al.   MEDICAL DECISION MAKING

Designing Visual Aids That Promote Risk Literacy: A Systematic Review of Health Research and Evidence-Based Design Heuristics

(2017) Rocio Garcia-Retamero et al.   HUMAN FACTORS

Utilization of Continuous “Spinners” to Communicate Risk

(2017) Rachel F. Eyler et al.   MEDICAL DECISION MAKING

Risk and Uncertainty Communication

(2017) David Spiegelhalter   Annual Review of Statistics and Its Application

Tailoring risk communication to improve comprehension: Do patient preferences help or hurt?

(2016) Andrew J. Barnes et al.   HEALTH PSYCHOLOGY

Measuring Graph Literacy without a Test

(2016) Rocio Garcia-Retamero et al.   MEDICAL DECISION MAKING

Improving risk literacy in surgeons

(2016) Rocio Garcia-Retamero et al.   PATIENT EDUCATION AND COUNSELING

Relevance of graph literacy in the development of patient-centered communication tools

(2016) Jasmir G. Nayak et al.   PATIENT EDUCATION AND COUNSELING

Does Iconicity in Pictographs Matter? The Influence of Iconicity and Numeracy on Information Processing, Decision Making, and Liking in an Eye-Tracking Study

(2016) Christina Kreuzmair et al.   RISK ANALYSIS

High Numerates Count Icons and Low Numerates Process Large Areas in Pictographs: Results of an Eye-Tracking Study

(2016) Christina Kreuzmair et al.   RISK ANALYSIS

The Effect of Different Graphical and Numerical Likelihood Formats on Perception of Likelihood and Choice

(2015) Jurriaan P. Oudhoff et al.   MEDICAL DECISION MAKING

How Well Do Commonly Used Data Presentation Formats Support Comparative Effectiveness Evaluations?

(2012) James G. Dolan et al.   MEDICAL DECISION MAKING

Tables or Bar Graphs? Presenting Test Results in Electronic Medical Records

(2012) Noel T. Brewer et al.   MEDICAL DECISION MAKING

Numbers can be worth a thousand pictures: Individual differences in understanding graphical and numerical representations of health-related information.

(2011) Wolfgang Gaissmaier et al.   HEALTH PSYCHOLOGY

The Influence of Graphic Display Format on the Interpretations of Quantitative Risk Information among Adults with Lower Education and Literacy

(2011) Kirsten J. McCaffery et al.   MEDICAL DECISION MAKING

Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions

(2011) I. Krajbich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Presenting Research Risks and Benefits to Parents

(2010) Alan R. Tait et al.   ANESTHESIA AND ANALGESIA

Graph Literacy

(2010) Mirta Galesic et al.   MEDICAL DECISION MAKING

A Demonstration of ‘‘Less Can Be More’’ in Risk Graphics

(2010) Brian J. Zikmund-Fisher et al.   MEDICAL DECISION MAKING

Visual fixations and the computation and comparison of value in simple choice

(2010) Ian Krajbich et al.   NATURE NEUROSCIENCE

Understanding the Positive Effects of Graphical Risk Information on Comprehension: Measuring Attention Directed to Written, Tabular, and Graphical Risk Information

(2010) Chris M. R. Smerecnik et al.   RISK ANALYSIS

How numeracy influences risk comprehension and medical decision making.

(2009) Valerie F. Reyna et al.   PSYCHOLOGICAL BULLETIN

A Theory of Medical Decision Making and Health: Fuzzy Trace Theory

(2008) Valerie F. Reyna   MEDICAL DECISION MAKING

The impact of the format of graphical presentation on health-related knowledge and treatment choices

(2008) Sarah T. Hawley et al.   PATIENT EDUCATION AND COUNSELING