Skip to main content
Top
Published in: BMC Medical Informatics and Decision Making 1/2008

Open Access 01-12-2008 | Research article

Risk communication formats for low probability events: an exploratory study of patient preferences

Authors: James G Dolan, Stephen Iadarola

Published in: BMC Medical Informatics and Decision Making | Issue 1/2008

Login to get access

Abstract

Background

Clear communication about the possible outcomes of proposed medical interventions is an integral part of medical care. Despite its importance, there have been few studies comparing different formats for presenting probabilistic information to patients, especially when small probabilities are involved. The purpose of this study was to explore the potential usefulness of several new small-risk graphic communication formats.

Methods

Information about the likelihoods of cancer and cancer prevention associated with two hypothetical cancer screening programs were used to create an augmented bar chart, an augmented grouped icon display, a flow chart, and three paired combinations of these formats. In the study scenario, the baseline risk of cancer was 53 per 1,000 (5.3%). The risk associated with cancer screening option A was 38 per 1,000 (3.8%) and the risk associated with screening option B was 29 per 1,000 (2.9%). Both the augmented bar chart and the augmented grouped icon display contained magnified views of the differences in cancer risk and cancer prevention associated with the screening programs. A convenience sample of 29 subjects (mean age 56.4 years; 76% men) used the Analytic Hierarchy Process (AHP) to indicate their relative preferences for the six formats using 15 sequential paired comparisons.

Results

The most preferred format was the combined augmented bar chart + flow diagram (mean preference score 0.43) followed by the combined augmented icon + augmented bar chart format (mean preference score 0.22). The overall differences among the six formats were statistically significant: Kruskal-Wallis Chi Square = 141.4, p < 0.0001. The three combined formats all had statistically significant higher preferences scores than the single format displays (p < 0.05).

Conclusion

These findings suggest that patients may prefer combined, rather than single, graphic risk presentation formats and that augmented bar charts and icon displays may be useful for conveying comparative information about small risks to clinical decision makers. Further research to confirm and extend these findings is warranted.
Appendix
Available only for authorised users
Literature
1.
go back to reference Sheridan S, Harris R, Woolf S: Shared decisionmaking about screening and chemoprevention. Am J Prev Med. 2004, 26 (1): 67-80. 10.1016/j.amepre.2003.09.011.CrossRef Sheridan S, Harris R, Woolf S: Shared decisionmaking about screening and chemoprevention. Am J Prev Med. 2004, 26 (1): 67-80. 10.1016/j.amepre.2003.09.011.CrossRef
2.
go back to reference Woolf SH, Chan EC, Harris R, Sheridan SL, Braddock CH, Kaplan RM, Krist A, O'Connor AM, Tunis S: Promoting informed choice: transforming health care to dispense knowledge for decision making. Ann Intern Med. 2005, 143 (4): 293-300.CrossRefPubMed Woolf SH, Chan EC, Harris R, Sheridan SL, Braddock CH, Kaplan RM, Krist A, O'Connor AM, Tunis S: Promoting informed choice: transforming health care to dispense knowledge for decision making. Ann Intern Med. 2005, 143 (4): 293-300.CrossRefPubMed
3.
go back to reference Arab S, Gramolini AO, Ping P, Kislinger T, Stanley B, van Eyk J, Ouzounian M, MacLennan DH, Emili A, Liu PP: Cardiovascular Proteomics: Tools to Develop Novel Biomarkers and Potential Applications. Journal of the American College of Cardiology. 2006, 48 (9): 1733-1741. 10.1016/j.jacc.2006.06.063.CrossRefPubMed Arab S, Gramolini AO, Ping P, Kislinger T, Stanley B, van Eyk J, Ouzounian M, MacLennan DH, Emili A, Liu PP: Cardiovascular Proteomics: Tools to Develop Novel Biomarkers and Potential Applications. Journal of the American College of Cardiology. 2006, 48 (9): 1733-1741. 10.1016/j.jacc.2006.06.063.CrossRefPubMed
4.
go back to reference Smith R: Communicating risk: the main work of doctors. BMJ. 2003, 327 (7417): Smith R: Communicating risk: the main work of doctors. BMJ. 2003, 327 (7417):
5.
go back to reference Edwards A, Elwyn G, Mulley A: Explaining risks: turning numerical data into meaningful pictures. BMJ. 2002, 324 (7341): 827-830. 10.1136/bmj.324.7341.827.CrossRefPubMedPubMedCentral Edwards A, Elwyn G, Mulley A: Explaining risks: turning numerical data into meaningful pictures. BMJ. 2002, 324 (7341): 827-830. 10.1136/bmj.324.7341.827.CrossRefPubMedPubMedCentral
7.
go back to reference Holmes-Rovner M: International Patient Decision Aid Standards (IPDAS): beyond decision aids to usual design of patient education materials. Health Expect. 2007, 10 (2): 103-7. 10.1111/j.1369-7625.2007.00445.x.CrossRefPubMed Holmes-Rovner M: International Patient Decision Aid Standards (IPDAS): beyond decision aids to usual design of patient education materials. Health Expect. 2007, 10 (2): 103-7. 10.1111/j.1369-7625.2007.00445.x.CrossRefPubMed
8.
go back to reference Lipkus I: Numeric, verbal, and visual formats of conveying health risks: Suggested best practices and future recommendations. mdm. 2007, 27 (5): 696-713. Lipkus I: Numeric, verbal, and visual formats of conveying health risks: Suggested best practices and future recommendations. mdm. 2007, 27 (5): 696-713.
9.
go back to reference Lipkus IM, Hollands JG: The visual communication of risk. J Natl Cancer Inst Monogr. 1999, 149-163. 25 Lipkus IM, Hollands JG: The visual communication of risk. J Natl Cancer Inst Monogr. 1999, 149-163. 25
10.
go back to reference Wills CE, Holmes-Rovner M: Patient comprehension of information for shared treatment decision making: state of the art and future directions. Patient Education and Counseling. 2003, 50 (3): 285-290. 10.1016/S0738-3991(03)00051-X.CrossRefPubMed Wills CE, Holmes-Rovner M: Patient comprehension of information for shared treatment decision making: state of the art and future directions. Patient Education and Counseling. 2003, 50 (3): 285-290. 10.1016/S0738-3991(03)00051-X.CrossRefPubMed
11.
go back to reference Trevena LJ, Davey HM, Barratt A, Butow P, Caldwell P: A systematic review on communicating with patients about evidence. J Eval Clin Pract. 2006, 12 (1): 13-23. 10.1111/j.1365-2753.2005.00596.x.CrossRefPubMed Trevena LJ, Davey HM, Barratt A, Butow P, Caldwell P: A systematic review on communicating with patients about evidence. J Eval Clin Pract. 2006, 12 (1): 13-23. 10.1111/j.1365-2753.2005.00596.x.CrossRefPubMed
12.
go back to reference Ancker JS, Senathirajah Y, Kukafka R, Starren JB: Design Features of Graphs in Health Risk Communication: A Systematic Review. J Am Med Inform Assoc. 2006, 13 (6): 608-618. 10.1197/jamia.M2115.CrossRefPubMedPubMedCentral Ancker JS, Senathirajah Y, Kukafka R, Starren JB: Design Features of Graphs in Health Risk Communication: A Systematic Review. J Am Med Inform Assoc. 2006, 13 (6): 608-618. 10.1197/jamia.M2115.CrossRefPubMedPubMedCentral
13.
go back to reference Feldman-Stewart D, Kocovski N, McConnell BA, Brundage MD, Mackillop WJ: Perception of quantitative information for treatment decisions. Med Decis Making. 2000, 20 (2): 228-238. 10.1177/0272989X0002000208.CrossRefPubMed Feldman-Stewart D, Kocovski N, McConnell BA, Brundage MD, Mackillop WJ: Perception of quantitative information for treatment decisions. Med Decis Making. 2000, 20 (2): 228-238. 10.1177/0272989X0002000208.CrossRefPubMed
14.
go back to reference Waters EA, Weinstein ND, Colditz GA, Emmons K: Formats for improving risk communication in medical tradeoff decisions. J Health Commun. 2006, 11 (2): 167-182. 10.1080/10810730500526695.CrossRefPubMed Waters EA, Weinstein ND, Colditz GA, Emmons K: Formats for improving risk communication in medical tradeoff decisions. J Health Commun. 2006, 11 (2): 167-182. 10.1080/10810730500526695.CrossRefPubMed
16.
go back to reference Stone E, Sieck W, Bull B, Yates J, Parks S, Rush C: Foreground:background salience: explaining the effects of graphical displays on risk avoidance. Organizational Behavior and Human Decision Processes. 2003, 90 (1): 19-36. 10.1016/S0749-5978(03)00003-7.CrossRef Stone E, Sieck W, Bull B, Yates J, Parks S, Rush C: Foreground:background salience: explaining the effects of graphical displays on risk avoidance. Organizational Behavior and Human Decision Processes. 2003, 90 (1): 19-36. 10.1016/S0749-5978(03)00003-7.CrossRef
17.
go back to reference Winawer SJ, Fletcher RH, Miller L, Godlee F, Stolar MH, Mulrow CD, Woolf SH, Glick SN, Ganiats TG, Bond JH: Colorectal cancer screening: clinical guidelines and rationale. Gastroenterology. 1997, 112 (2): 594-642. 10.1053/gast.1997.v112.agast970594.CrossRefPubMed Winawer SJ, Fletcher RH, Miller L, Godlee F, Stolar MH, Mulrow CD, Woolf SH, Glick SN, Ganiats TG, Bond JH: Colorectal cancer screening: clinical guidelines and rationale. Gastroenterology. 1997, 112 (2): 594-642. 10.1053/gast.1997.v112.agast970594.CrossRefPubMed
18.
go back to reference Sheridan SL, Pignone MP, Lewis CL: A randomized comparison of patients' understanding of number needed to treat and other common risk reduction formats. J Gen Intern Med. 2003, 18 (11): 884-892. 10.1046/j.1525-1497.2003.21102.x.CrossRefPubMedPubMedCentral Sheridan SL, Pignone MP, Lewis CL: A randomized comparison of patients' understanding of number needed to treat and other common risk reduction formats. J Gen Intern Med. 2003, 18 (11): 884-892. 10.1046/j.1525-1497.2003.21102.x.CrossRefPubMedPubMedCentral
19.
go back to reference Kleinmuntz D, Schkade D: Information displays and decision processes. Psychological Science. 1993, 4 (4): 221-227. 10.1111/j.1467-9280.1993.tb00265.x.CrossRef Kleinmuntz D, Schkade D: Information displays and decision processes. Psychological Science. 1993, 4 (4): 221-227. 10.1111/j.1467-9280.1993.tb00265.x.CrossRef
20.
go back to reference Sanfey A, Hastie R: Does evidence representation format affect judgment? An experimental evaluation of displays of data for judgment. Psychological Science. 1998, 9 (2): 99-103. 10.1111/1467-9280.00018.CrossRef Sanfey A, Hastie R: Does evidence representation format affect judgment? An experimental evaluation of displays of data for judgment. Psychological Science. 1998, 9 (2): 99-103. 10.1111/1467-9280.00018.CrossRef
21.
go back to reference Saaty T: The Analytic Hierarchy Process. 1980, New York: McGraw-Hill Book Co Saaty T: The Analytic Hierarchy Process. 1980, New York: McGraw-Hill Book Co
22.
go back to reference Saaty T: Axiomatic foundations of the analytic hierarchy process. Management Science. 1986, 32 (7): 841-855.CrossRef Saaty T: Axiomatic foundations of the analytic hierarchy process. Management Science. 1986, 32 (7): 841-855.CrossRef
23.
go back to reference Saaty T: How to make a decision: The Analytic Hierarchy Process. Interfaces. 1994, 24: 19-43.CrossRef Saaty T: How to make a decision: The Analytic Hierarchy Process. Interfaces. 1994, 24: 19-43.CrossRef
24.
go back to reference Saaty T: Decision Making for Leaders. 2001, Pittsburgh, PA: RWS Publications, 3 Saaty T: Decision Making for Leaders. 2001, Pittsburgh, PA: RWS Publications, 3
25.
go back to reference Dolan JG, Isselhardt BJ, Cappuccio JD: The analytic hierarchy process in medical decision making: a tutorial. Med Decis Making. 1989, 9 (1): 40-50. 10.1177/0272989X8900900108.CrossRefPubMed Dolan JG, Isselhardt BJ, Cappuccio JD: The analytic hierarchy process in medical decision making: a tutorial. Med Decis Making. 1989, 9 (1): 40-50. 10.1177/0272989X8900900108.CrossRefPubMed
26.
go back to reference Gass S: Model world: When is a number a number?. Interfaces. 2001, 31 (5): 93-103.CrossRef Gass S: Model world: When is a number a number?. Interfaces. 2001, 31 (5): 93-103.CrossRef
27.
go back to reference Forman E, Gass S: The Analytic Hierarchy Process – An Exposition. Operations Research. 2001, 49: 469-486. 10.1287/opre.49.4.469.11231.CrossRef Forman E, Gass S: The Analytic Hierarchy Process – An Exposition. Operations Research. 2001, 49: 469-486. 10.1287/opre.49.4.469.11231.CrossRef
28.
go back to reference Forman E, Selly M: Decision by objectives. 2001, Hackensack, NJ: World Scientific Forman E, Selly M: Decision by objectives. 2001, Hackensack, NJ: World Scientific
Metadata
Title
Risk communication formats for low probability events: an exploratory study of patient preferences
Authors
James G Dolan
Stephen Iadarola
Publication date
01-12-2008
Publisher
BioMed Central
Published in
BMC Medical Informatics and Decision Making / Issue 1/2008
Electronic ISSN: 1472-6947
DOI
https://doi.org/10.1186/1472-6947-8-14

Other articles of this Issue 1/2008

BMC Medical Informatics and Decision Making 1/2008 Go to the issue