Literature DB >> 24999307

Communicating Numerical Risk: Human Factors That Aid Understanding in Health Care.

Priscila G Brust-Renck, Caisa E Royer, Valerie F Reyna.   

Abstract

In this chapter, we review evidence from the human factors literature that verbal and visual formats can help increase the understanding of numerical risk information in health care. These visual representations of risk are grounded in empirically supported theory. As background, we first review research showing that people often have difficulty understanding numerical risks and benefits in health information. In particular, we discuss how understanding the meanings of numbers results in healthier decisions. Then, we discuss the processes that determine how communication of numerical risks can enhance (or degrade) health judgments and decisions. Specifically, we examine two different approaches to risk communication: a traditional approach and fuzzy-trace theory. Applying research on the complications of understanding and communicating risks, we then highlight how different visual representations are best suited to communicating different risk messages (i.e., their gist). In particular, we review verbal and visual messages that highlight gist representations that can better communicate health information and improve informed decision making. This discussion is informed by human factors theories and methods, which involve the study of how to maximize the interaction between humans and the tools they use. Finally, we present implications and recommendations for future research on human factors in health care.

Entities:  

Keywords:  categorical risk; class inclusion; decision making; graphs; human factors; numeracy; presentation format; risk communication; visual information

Year:  2013        PMID: 24999307      PMCID: PMC4078918          DOI: 10.1177/1557234X13492980

Source DB:  PubMed          Journal:  Rev Hum Factors Ergon        ISSN: 1557-234X


  71 in total

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Authors:  Britain Mills; Valerie F Reyna; Steven Estrada
Journal:  Psychol Sci       Date:  2008-05

2.  Bringing meaning to numbers: the impact of evaluative categories on decisions.

Authors:  Ellen Peters; Nathan F Dieckmann; Daniel Västfjäll; C K Mertz; Paul Slovic; Judith H Hibbard
Journal:  J Exp Psychol Appl       Date:  2009-09

3.  Helping patients decide: ten steps to better risk communication.

Authors:  Angela Fagerlin; Brian J Zikmund-Fisher; Peter A Ubel
Journal:  J Natl Cancer Inst       Date:  2011-09-19       Impact factor: 13.506

4.  Asking questions about medication: analysis of physician-patient interactions and physician perceptions.

Authors:  B Sleath; D Roter; B Chewning; B Svarstad
Journal:  Med Care       Date:  1999-11       Impact factor: 2.983

5.  A web exercise in evidence-based medicine using cognitive theory.

Authors:  F J Lloyd; V F Reyna
Journal:  J Gen Intern Med       Date:  2001-02       Impact factor: 5.128

6.  Patient participation in medical consultations: why some patients are more involved than others.

Authors:  Richard L Street; Howard S Gordon; Michael M Ward; Edward Krupat; Richard L Kravitz
Journal:  Med Care       Date:  2005-10       Impact factor: 2.983

7.  Protective measures, personal experience, and the affective psychology of time.

Authors:  E Peters; H Kunreuther; N Sagara; P Slovic; D R Schley
Journal:  Risk Anal       Date:  2012-05-01       Impact factor: 4.000

8.  Understanding the role of numeracy in health: proposed theoretical framework and practical insights.

Authors:  Isaac M Lipkus; Ellen Peters
Journal:  Health Educ Behav       Date:  2009-10-15

9.  Agreement between scales in the measurement of breast cancer risk perceptions.

Authors:  Marilyn M Schapira; Susan L Davids; Timothy L McAuliffe; Ann B Nattinger
Journal:  Risk Anal       Date:  2004-06       Impact factor: 4.000

10.  Provider-patient communication about antidepressants among veterans with mental health conditions.

Authors:  Betsy Sleath; James A Tulsky; B Mitchell Peck; Joshua Thorpe
Journal:  Am J Geriatr Pharmacother       Date:  2007-03
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  16 in total

1.  Understanding Genetic Breast Cancer Risk: Processing Loci of the BRCA Gist Intelligent Tutoring System.

Authors:  Christopher R Wolfe; Valerie F Reyna; Colin L Widmer; Elizabeth M Cedillos-Whynott; Priscila G Brust-Renck; Audrey M Weil; Xiangen Hu
Journal:  Learn Individ Differ       Date:  2016-07-01

2.  Return-to-Player Percentage in Gaming Machines: Impact of Informative Materials on Player Understanding.

Authors:  Kate Beresford; Alexander Blaszczynski
Journal:  J Gambl Stud       Date:  2020-03

3.  Active engagement in a web-based tutorial to prevent obesity grounded in Fuzzy-Trace Theory predicts higher knowledge and gist comprehension.

Authors:  Priscila G Brust-Renck; Valerie F Reyna; Evan A Wilhelms; Christopher R Wolfe; Colin L Widmer; Elizabeth M Cedillos-Whynott; A Kate Morant
Journal:  Behav Res Methods       Date:  2017-08

4.  Self-Reported Health Status Predicts Other-Cause Mortality in Men with Localized Prostate Cancer: Results from the Prostate Cancer Outcomes Study.

Authors:  Richard M Hoffman; Tatsuki Koyama; Peter C Albertsen; Michael J Barry; Timothy J Daskivich; Michael Goodman; Ann S Hamilton; Janet L Stanford; Antoinette M Stroup; Arnold L Potosky; David F Penson
Journal:  J Gen Intern Med       Date:  2015-02-13       Impact factor: 5.128

5.  Opportunities for theory-informed decision science in cancer control.

Authors:  Arielle S Gillman; Rebecca A Ferrer
Journal:  Transl Behav Med       Date:  2021-11-30       Impact factor: 3.046

Review 6.  How do women who are informed that they are at increased risk of breast cancer appraise their risk? A systematic review of qualitative research.

Authors:  Victoria G Woof; Anthony Howell; Lorna McWilliams; D Gareth Evans; David P French
Journal:  Br J Cancer       Date:  2022-08-24       Impact factor: 9.075

7.  A process for creating data report-back tools to improve equity in environmental health.

Authors:  Kathryn S Tomsho; Erin Polka; Stacey Chacker; David Queeley; Marty Alvarez; Madeleine K Scammell; Karen M Emmons; Rima E Rudd; Gary Adamkiewicz
Journal:  Environ Health       Date:  2022-07-12       Impact factor: 7.123

8.  An Overview of Judgment and Decision Making Research Through the Lens of Fuzzy Trace Theory.

Authors:  Roni Setton; Evan Wilhelms; Becky Weldon; Christina Chick; Valerie Reyna
Journal:  Xin Li Ke Xue Jin Zhan       Date:  2014-12

9.  Shared Medical Decision Making in Lung Cancer Screening: Experienced versus Descriptive Risk Formats.

Authors:  Liana Fraenkel; Ellen Peters; Shea Tyra; David Oelberg
Journal:  Med Decis Making       Date:  2015-10-06       Impact factor: 2.583

10.  Awareness of Dietary and Alcohol Guidelines Among Colorectal Cancer Survivors.

Authors:  Nikki A Hawkins; Zahava Berkowitz; Juan L Rodriguez
Journal:  Am J Prev Med       Date:  2015-12       Impact factor: 5.043

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