Current Best Practice for Presenting Probabilities in Patient Decision Aids: Fundamental Principles
Author
Abstract
Suggested Citation
DOI: 10.1177/0272989X21996328
Download full text from publisher
References listed on IDEAS
- Angela Fagerlin & Brian J. Zikmund-Fisher & Peter A. Ubel & Aleksandra Jankovic & Holly A. Derry & Dylan M. Smith, 2007. "Measuring Numeracy without a Math Test: Development of the Subjective Numeracy Scale," Medical Decision Making, , vol. 27(5), pages 672-680, September.
- Nathan F. Dieckmann & Robin Gregory & Ellen Peters & Robert Hartman, 2017. "Seeing What You Want to See: How Imprecise Uncertainty Ranges Enhance Motivated Reasoning," Risk Analysis, John Wiley & Sons, vol. 37(3), pages 471-486, March.
- Paul K. J. Han & William M. P. Klein & Thomas C. Lehman & Holly Massett & Simon C. Lee & Andrew N. Freedman, 2009. "Laypersons' Responses to the Communication of Uncertainty Regarding Cancer Risk Estimates," Medical Decision Making, , vol. 29(3), pages 391-403, May.
- Ellen G. Engelhardt & Arwen H. Pieterse & Paul K. J. Han & Nanny van Duijn-Bakker & Frans Cluitmans & Ed Maartense & Monique M. E. M. Bos & Nir I. Weijl & Cornelis J. A. Punt & Patricia Quarles van Uf, 2017. "Disclosing the Uncertainty Associated with Prognostic Estimates in Breast Cancer," Medical Decision Making, , vol. 37(3), pages 179-192, April.
- Jurriaan P. Oudhoff & Daniëlle R. M. Timmermans, 2015. "The Effect of Different Graphical and Numerical Likelihood Formats on Perception of Likelihood and Choice," Medical Decision Making, , vol. 35(4), pages 487-500, May.
- Stefania Pighin & Lucia Savadori & Elisa Barilli & Rino Rumiati & Sara Bonalumi & Maurizio Ferrari & Laura Cremonesi, 2013. "Using Comparison Scenarios to Improve Prenatal Risk Communication," Medical Decision Making, , vol. 33(1), pages 48-58, January.
- Nick Bansback & Mark Harrison & Carlo Marra, 2016. "Does Introducing Imprecision around Probabilities for Benefit and Harm Influence the Way People Value Treatments?," Medical Decision Making, , vol. 36(4), pages 490-502, May.
- Brian J. Zikmund-Fisher, 2014. "Continued Use of 1-in-X Risk Communications Is a Systemic Problem," Medical Decision Making, , vol. 34(4), pages 412-413, May.
- Andrea D. Gurmankin & Jonathan Baron & Katrina Armstrong, 2004. "The Effect of Numerical Statements of Risk on Trust and Comfort with Hypothetical Physician Risk Communication," Medical Decision Making, , vol. 24(3), pages 265-271, June.
- Jessica S. Ancker & Elke U. Weber & Rita Kukafka, 2011. "Effects of Game-Like Interactive Graphics on Risk Perceptions and Decisions," Medical Decision Making, , vol. 31(1), pages 130-142, January.
- Nick Bansback & Madelaine Bell & Luke Spooner & Alysa Pompeo & Paul K. J. Han & Mark Harrison, 2017. "Communicating Uncertainty in Benefits and Harms: A Review of Patient Decision Support Interventions," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 10(3), pages 311-319, June.
- Nathan F. Dieckmann & Ellen Peters & Robin Gregory, 2015. "At Home on the Range? Lay Interpretations of Numerical Uncertainty Ranges," Risk Analysis, John Wiley & Sons, vol. 35(7), pages 1281-1295, July.
- Isaac M. Lipkus & Greg Samsa & Barbara K. Rimer, 2001. "General Performance on a Numeracy Scale among Highly Educated Samples," Medical Decision Making, , vol. 21(1), pages 37-44, February.
- Wolfgang Gaissmaier & Britta L. Anderson & Jay Schulkin, 2014. "How Do Physicians Provide Statistical Information about Antidepressants to Hypothetical Patients?," Medical Decision Making, , vol. 34(2), pages 206-215, February.
- Marilyn M. Schapira & Ann B. Nattinger & Colleen A. McHorney, 2001. "Frequency or Probability? A Qualitative Study of Risk Communication Formats Used in Health Care," Medical Decision Making, , vol. 21(6), pages 459-467, December.
- Michelle McDowell & Gerd Gigerenzer & Odette Wegwarth & Felix G. Rebitschek, 2019. "Effect of Tabular and Icon Fact Box Formats on Comprehension of Benefits and Harms of Prostate Cancer Screening: A Randomized Trial," Medical Decision Making, , vol. 39(1), pages 41-56, January.
- Peter H. Schwartz & Susan M. Perkins & Karen K. Schmidt & Paul F. Muriello & Sandra Althouse & Susan M. Rawl, 2017. "Providing Quantitative Information and a Nudge to Undergo Stool Testing in a Colorectal Cancer Screening Decision Aid: A Randomized Clinical Trial," Medical Decision Making, , vol. 37(6), pages 688-702, August.
- repec:cup:judgdm:v:7:y:2012:i:1:p:25-47 is not listed on IDEAS
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Holly O. Witteman & Ruth Ndjaboue & Gratianne Vaisson & Selma Chipenda Dansokho & Bob Arnold & John F. P. Bridges & Sandrine Comeau & Angela Fagerlin & Teresa Gavaruzzi & Melina Marcoux & Arwen Pieter, 2021. "Clarifying Values: An Updated and Expanded Systematic Review and Meta-Analysis," Medical Decision Making, , vol. 41(7), pages 801-820, October.
- Andreas D. Meid & Lucas Wirbka, 2022. "Can Machine Learning from Real-World Data Support Drug Treatment Decisions? A Prediction Modeling Case for Direct Oral Anticoagulants," Medical Decision Making, , vol. 42(5), pages 587-598, July.
- Edward J. D. Webb & David Meads & Ieva Eskytė & Helen L. Ford & Hilary L. Bekker & Jeremy Chataway & George Pepper & Joachim Marti & Yasmina Okan & Sue H. Pavitt & Klaus Schmierer & Ana Manzano, 2023. "Decision Making About Disease-Modifying Treatments for Relapsing-Remitting Multiple Sclerosis: Stated Preferences and Real-World Choices," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 16(5), pages 457-471, September.
- Huijun Li & Megha Kalra & Lin Zhu & Deonna M. Ackermann & Melody Taba & Carissa Bonner & Katy J.L. Bell, 2024. "Communicating the Imperfect Diagnostic Accuracy of COVID-19 Rapid Antigen Self-Tests: An Online Randomized Experiment," Medical Decision Making, , vol. 44(4), pages 437-450, May.
- Dawn Stacey & Robert J. Volk, 2021. "The International Patient Decision Aid Standards (IPDAS) Collaboration: Evidence Update 2.0," Medical Decision Making, , vol. 41(7), pages 729-733, October.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Toshio Fujimi & Masahide Watanabe & Hirokazu Tatano, 2021. "Public trust, perceived accuracy, perceived likelihood, and concern on multi-model climate projections communicated with different formats," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 26(5), pages 1-20, June.
- Suk, Kwanho & Hwang, Sanyoung & Jeong, Yunjoo, 2022. "The 1-in-X effect in perceptions of risk likelihood differences," Organizational Behavior and Human Decision Processes, Elsevier, vol. 170(C).
- Yaniv Hanoch & Talya Miron-Shatz & Mary Himmelstein, 2010. "Genetic testing and risk interpretation: How do women understand lifetime risk results?," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 5(2), pages 116-123, April.
- repec:cup:judgdm:v:16:y:2021:i:2:p:363-393 is not listed on IDEAS
- van der Bles, Anne Marthe & van der Liden, Sander & Freeman, Alessandra L. J. & Mitchell, James & Galvao, Ana Beatriz & Spiegelhalter, David J., 2019. "Communicating uncertainty about facts, numbers, and science," EMF Research Papers 22, Economic Modelling and Forecasting Group.
- David R. Mandel & Daniel Irwin, 2021. "Facilitating sender-receiver agreement in communicated probabilities: Is it best to use words, numbers or both?," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 16(2), pages 363-393, March.
- Michael R. Eber & Cass R. Sunstein & James K. Hammitt & Jennifer M. Yeh, 2021. "The modest effects of fact boxes on cancer screening," Journal of Risk and Uncertainty, Springer, vol. 62(1), pages 29-54, February.
- Fasolo, Barbara & Bana e Costa, Carlos A., 2014. "Tailoring value elicitation to decision makers' numeracy and fluency: Expressing value judgments in numbers or words," Omega, Elsevier, vol. 44(C), pages 83-90.
- repec:cup:judgdm:v:5:y:2010:i:2:p:116-123 is not listed on IDEAS
- Yaniv Hanoch & Jonathan Rolison & Alexandra M. Freund, 2019. "Reaping the Benefits and Avoiding the Risks: Unrealistic Optimism in the Health Domain," Risk Analysis, John Wiley & Sons, vol. 39(4), pages 792-804, April.
- Talya Miron-Shatz & Yaniv Hanoch & Benjamin A. Katz & Glen M. Doniger & Elissa M. Ozanne, 2015. "Willingness to test for BRCA1/2 in high risk women: Influenced by risk perception and family experience, rather than by objective or subjective numeracy?," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 10(4), pages 386-399, July.
- Chavez, Daniel E. & Palma, Marco A. & Nayga Jr., Rodolfo M., 2017.
"When does real become consequential in non-hypothetical choice experiments?,"
2018 Annual Meeting, February 2-6, 2018, Jacksonville, Florida
266327, Southern Agricultural Economics Association.
- Daniel E. Chavez & Marco A. Palma & Rodolfo M. Nayga Jr., 2019. "When Does Real Become Consequential in Non-hypothetical Choice Experiments?," Working Papers 20190306-001, Texas A&M University, Department of Economics.
- Chavez, Daniel E. & Palma, Marco A. & Nayga, Rodolfo M., 2018. "When does real become consequential in non-hypothetical choice experiments?," 2018 Annual Meeting, August 5-7, Washington, D.C. 274040, Agricultural and Applied Economics Association.
- Vivianne H. M. Visschers & Ree M. Meertens & Wim W. F. Passchier & Nanne N. K. De Vries, 2009. "Probability Information in Risk Communication: A Review of the Research Literature," Risk Analysis, John Wiley & Sons, vol. 29(2), pages 267-287, February.
- Nicolas Eber & Patrick Roger & Tristan Roger, 2024.
"Finance and intelligence: An overview of the literature,"
Journal of Economic Surveys, Wiley Blackwell, vol. 38(2), pages 503-554, April.
- Nicolas Eber & Patrick Roger & Tristan Roger, 2023. "Finance and intelligence: An overview of the literature," Post-Print hal-04243115, HAL.
- repec:cup:judgdm:v:14:y:2019:i:4:p:412-422 is not listed on IDEAS
- Tamara Stotz & Angela Bearth & Signe Maria Ghelfi & Michael Siegrist, 2020. "Evaluating the Perceived Efficacy of Randomized Security Measures at Airports," Risk Analysis, John Wiley & Sons, vol. 40(7), pages 1469-1480, July.
- Karl Schlag & James Tremewan, 2021.
"Simple belief elicitation: An experimental evaluation,"
Journal of Risk and Uncertainty, Springer, vol. 62(2), pages 137-155, April.
- Schlag, Karl & Tremewan, James, 2020. "Simple Belief Elicitation: an experimental evaluation," MPRA Paper 98187, University Library of Munich, Germany.
- Talya Miron-Shatz & Yaniv Hanoch & Glen M. Doniger & Zehra B. Omer & Elissa M. Ozanne, 2014. "Subjective but not objective numeracy influences willingness to pay for BRCA1/2 genetic testing," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 9(2), pages 152-158, March.
- Lyndal J. Trevena & Carissa Bonner & Yasmina Okan & Ellen Peters & Wolfgang Gaissmaier & Paul K. J. Han & Elissa Ozanne & Danielle Timmermans & Brian J. Zikmund-Fisher, 2021. "Current Challenges When Using Numbers in Patient Decision Aids: Advanced Concepts," Medical Decision Making, , vol. 41(7), pages 834-847, October.
- Gretchen B. Chapman & Jingjing Liu, 2009. "Numeracy, frequency, and Bayesian reasoning," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 4(1), pages 34-40, February.
- Mark Harrison & Carlo A. Marra & Nick Bansback, 2017. "Preferences for ‘New’ Treatments Diminish in the Face of Ambiguity," Health Economics, John Wiley & Sons, Ltd., vol. 26(6), pages 743-752, June.
- Marcin Czupryna, 2022. "Market makers activity: behavioural and agent based approach," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 30(1), pages 303-322, March.
- Petropoulos, Fotios & Apiletti, Daniele & Assimakopoulos, Vassilios & Babai, Mohamed Zied & Barrow, Devon K. & Ben Taieb, Souhaib & Bergmeir, Christoph & Bessa, Ricardo J. & Bijak, Jakub & Boylan, Joh, 2022.
"Forecasting: theory and practice,"
International Journal of Forecasting, Elsevier, vol. 38(3), pages 705-871.
- Fotios Petropoulos & Daniele Apiletti & Vassilios Assimakopoulos & Mohamed Zied Babai & Devon K. Barrow & Souhaib Ben Taieb & Christoph Bergmeir & Ricardo J. Bessa & Jakub Bijak & John E. Boylan & Jet, 2020. "Forecasting: theory and practice," Papers 2012.03854, arXiv.org, revised Jan 2022.
More about this item
Keywords
decision aids; risk communication; standards;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:medema:v:41:y:2021:i:7:p:821-833. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.