1
|
Wallace MJ, Weissler EH, Yang JC, Brotzman L, Corriere MA, Secemsky EA, Sutphin J, Johnson FR, Marcos Gonzalez J, Tarver ME, Saha A, Chen AL, Gebben DJ, Malone M, Farb A, Babalola O, Rorer EM, Zikmund-Fisher BJ, Reed SD. Using Separate Single-Outcome Risk Presentations Instead of Integrated Multioutcome Formats Improves Comprehension in Discrete Choice Experiments. Med Decis Making 2024; 44:649-660. [PMID: 38903012 DOI: 10.1177/0272989x241258466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
INTRODUCTION Despite decades of research on risk-communication approaches, questions remain about the optimal methods for conveying risks for different outcomes across multiple time points, which can be necessary in applications such as discrete choice experiments (DCEs). We sought to compare the effects of 3 design factors: 1) separated versus integrated presentations of the risks for different outcomes, 2) use or omission of icon arrays, and 3) vertical versus horizontal orientation of the time dimension. METHODS We conducted a randomized study among a demographically diverse sample of 2,242 US adults recruited from an online panel (mean age 59.8 y, s = 10.4 y; 21.9% African American) that compared risk-communication approaches that varied in the 3 factors noted above. The primary outcome was the number of correct responses to 12 multiple-choice questions asking survey respondents to identify specific numbers, contrast options to recognize dominance (larger v. smaller risks), and compute differences. We used linear regression to test the effects of the 3 design factors, controlling for health literacy, graph literacy, and numeracy. We also measured choice consistency in a subsequent DCE choice module. RESULTS Mean comprehension varied significantly across versions (P < 0.001), with higher comprehension in the 3 versions that provided separated risk information for each risk. In the multivariable regression, separated risk presentation was associated with 0.58 more correct responses (P < 0.001; 95% confidence interval: 0.39, 0.77) compared with integrated risk information. Neither providing icon arrays nor using vertical versus horizontal time formats affected comprehension rates, although participant understanding did correlate with DCE choice consistency. CONCLUSIONS In presentations of multiple risks over multiple time points, presenting risk information separately for each health outcome appears to increase understanding. HIGHLIGHTS When conveying information about risks of different outcomes at multiple time points, separate presentations of single-outcome risks resulted in higher comprehension than presentations that combined risk information for different outcomes.We also observed benefits of presenting single-outcome risks separately among respondents with lower numeracy and graph literacy.Study participants who scored higher on risk understanding were more internally consistent in their responses to a discrete choice experiment.
Collapse
Affiliation(s)
| | | | | | - Laura Brotzman
- University of Michigan School of Public Health, Ann Arbor, MI, USA
| | | | | | | | | | | | | | - Anindita Saha
- US Food and Drug Administration, Silver Spring, MD, USA
| | - Allen L Chen
- US Food and Drug Administration, Silver Spring, MD, USA
| | | | - Misti Malone
- US Food and Drug Administration, Silver Spring, MD, USA
| | - Andrew Farb
- US Food and Drug Administration, Silver Spring, MD, USA
| | | | - Eva M Rorer
- US Food and Drug Administration, Silver Spring, MD, USA
| | | | | |
Collapse
|
2
|
Szulc J, Fletcher K. Numerical versus graphical aids for decision-making in a multi-cue signal identification task. APPLIED ERGONOMICS 2024; 118:104260. [PMID: 38417229 DOI: 10.1016/j.apergo.2024.104260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 02/07/2024] [Accepted: 02/20/2024] [Indexed: 03/01/2024]
Abstract
Decision aids are commonly used in tactical decision-making environments to help humans integrate base-rate and multi-cue information. However, it is important that users appropriately trust and rely on aids. Decision aids can be presented in many ways, but the literature lacks clarity over the conditions surrounding their effectiveness. This research aims to determine whether a numerical or graphical aid more effectively supports human performance, and explores the relationships between aid presentation, trust, and workload. Participants (N = 30) completed a signal-identification task that required integration of readings from a set of three dynamic gauges. Participants experienced three conditions: unaided, using a numerical aid, and using a graphical aid. The aids combined gauge and base-rate information in a statistically-optimal fashion. Participants also indicated how much they trusted the system and how hard they worked during the task. Analyses explored the impact of aid condition on sensitivity, response bias, response time, trust, and workload. Both the numerical and graphical aids produced significant increases in sensitivity and trust, and significant decreases in workload in comparison to the unaided condition. The difference in response time between the graphical and unaided conditions approached significance, with participants responding faster using the graphical aid without decrements in sensitivity. Significant interactions between aid and signal type indicated that both aided conditions promoted faster responding to non-hostile signals, with larger mean differences in the graphical aid condition. Practically, graphical aids in which suggestions are more salient to users may promote faster responding in tactical environments, with negligible cost of accuracy.
Collapse
|
3
|
Slavik CE, Chapman DA, Smith H, Coughlan M, Peters E. Motivating parents to protect their children from wildfire smoke: the impact of air quality index infographics. ENVIRONMENTAL RESEARCH COMMUNICATIONS 2024; 6:075001. [PMID: 38974835 PMCID: PMC11223187 DOI: 10.1088/2515-7620/ad5931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 05/23/2024] [Accepted: 06/17/2024] [Indexed: 07/09/2024]
Abstract
Background. Wildfire smoke events are increasing in frequency and intensity due to climate change. Children are especially vulnerable to health effects even at moderate smoke levels. However, it is unclear how parents respond to Air Quality Indices (AQIs) frequently used by agencies to communicate air pollution health risks. Methods. In an experiment (3 × 2 × 2 factorial design), 2,100 parents were randomly assigned to view one of twelve adapted AQI infographics that varied by visual (table, line, gauge), index type (AQI [0-500], AQHI [1-11+]), and risk level (moderate, high). Participants were told to imagine encountering the infographic in a short-term exposure scenario. They reported worry about wildfire smoke, intentions to take risk-mitigating actions (e.g., air purifier use), and support for various exposure reduction policies. Subsequently, participants were told to imagine encountering the same infographic daily during a school week in a long-term exposure scenario and again reported worry, action intentions, and policy support. Results. Parents' responses significantly differentiated between risk levels that both pose a threat to children's health; worry and action intentions were much higher in the high-risk group than the moderate-risk group in both short-exposure (F = 748.68 p<.001; F = 411.59, p<.001) and long-exposure scenarios (F = 470.51, p<.001; F = 212.01, p<.001). However, in the short-exposure scenario, when shown the AQHI [1-11+] with either the line or gauge visuals, parents' action intentions were more similar between moderate- and high-risk level groups (3-way interaction, F = 6.03, p = .002). Conclusions. These results suggest some index formats such as the AQHI-rather than the AQI-may better attune parents to moderate levels of wildfire smoke being dangerous to children's health. Our research offers insights for agencies and officials seeking to improve current public education efforts during wildfire smoke events and speaks to the critical need to educate parents and help them act short-term and long-term to protect children's health.
Collapse
Affiliation(s)
- Catherine E Slavik
- Center for Science Communication Research, School of Journalism and Communication, University of Oregon, United States of America
| | - Daniel A Chapman
- Center for Science Communication Research, School of Journalism and Communication, University of Oregon, United States of America
| | - Hollie Smith
- Center for Science Communication Research, School of Journalism and Communication, University of Oregon, United States of America
| | - Michael Coughlan
- Ecosystem Workforce Program, Institute for Resilient Organizations, Communities, and Environments, University of Oregon, United States of America
| | - Ellen Peters
- Center for Science Communication Research, School of Journalism and Communication, University of Oregon, United States of America
- Department of Psychology, University of Oregon, United States of America
| |
Collapse
|
4
|
Felgendreff L, Siegers R, Otten L, Betsch C. Infographics on risks associated with COVID-19 and the willingness to get the AstraZeneca vaccine: two randomized online experiments. BMC Public Health 2024; 24:529. [PMID: 38378506 PMCID: PMC10880230 DOI: 10.1186/s12889-024-18057-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 02/09/2024] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND Germans hesitated to get vaccinated with AstraZeneca in the COVID-19 pandemic after reports of blood clots. METHODS In two preregistered online experiments with stratified randomization (Study 1 N = 824, Study 2: N = 1,056), we tested whether providing evidence-based benefit-risk information reduces the perceived risk of the AstraZeneca vaccine and the perceived probability of blood clots due to the AstraZeneca vaccine and increases the vaccination intention. In Study 1, participants saw no infographic (control) or one of two infographics (low vs. high exposure risk varied by the underlying incidence rates). Study 2 additionally varied the infographic design displaying the risk information (presented as table, circle icons, or manikin-like icons). RESULTS The infographic decreased the risk perception of the vaccine compared to no infographic (Study 1: Cohens d = 0.31, 95% CI [0.14, 0.48]; Study 2: Cohens d = 0.34, 95% CI [0.06, 0.62]), but it did not influence the perceived probability of blood clots due to the AstraZeneca vaccine (Study 2: Cohens d = 0.05, 95% CI [-0.23, 0.33]). Also, the infographic design did not affect the perceived probability of blood clots (Study 2). The vaccination intention was not affected by viewing the infographic (Study 1: Cohens d = 0.04, 95% CI [-0.13, 0.21]; Study 2: Cohens d = 0.04, 95% CI [-0.24, 0.32]) nor the presented infection rate (Study 1: Cohens d = 0.07, 95% CI [-0.09, 0.24], Study 2: Cohens d = 0.01, 95% CI [-0.12, 0.15]) but by risk perceptions, sociodemographic characteristics, confidence in the AstraZeneca vaccine, and preference for alternative vaccines. CONCLUSIONS The evidence-based benefit-risk information helped putting the risk of vaccinations into perspective. Nevertheless, objective risk information alone did not affect vaccination intention that was low due to the preexisting lacking vaccine confidence.
Collapse
Affiliation(s)
- Lisa Felgendreff
- Institute for Planetary Health Behaviour, University of Erfurt, Nordhäuser Str. 63, Erfurt, 99089, Germany.
- Health Communication, BNITM Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany.
| | - Regina Siegers
- Data Literacy Project, Leibniz Institute for Educational Trajectories, Bamberg, Germany
| | - Leonie Otten
- Institute for Planetary Health Behaviour, University of Erfurt, Nordhäuser Str. 63, Erfurt, 99089, Germany
- Health Communication, BNITM Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
| | - Cornelia Betsch
- Institute for Planetary Health Behaviour, University of Erfurt, Nordhäuser Str. 63, Erfurt, 99089, Germany
- Health Communication, BNITM Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
| |
Collapse
|
5
|
Ancker JS, Benda NC, Zikmund-Fisher BJ. Do you want to promote recall, perceptions, or behavior? The best data visualization depends on the communication goal. J Am Med Inform Assoc 2024; 31:525-530. [PMID: 37468448 PMCID: PMC10797268 DOI: 10.1093/jamia/ocad137] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 06/27/2023] [Accepted: 07/08/2023] [Indexed: 07/21/2023] Open
Abstract
Data visualizations can be effective and inclusive means for helping people understand health-related data. Yet numerous high-quality studies comparing data visualizations have yielded relatively little practical design guidance because of a lack of clarity about what communicators want their audience to accomplish. When conducting rigorous evaluations of communication (eg, applying the ISO 9186 method), describing the process simply as evaluating "comprehension" or "interpretation" of visualizations fails to do justice to the true range of outcomes being studied. We present newly developed taxonomies of outcome measures and tasks that are guiding a large-scale systematic review of the health numbers communication literature. Using these taxonomies allows a designer to determine whether a specific data presentation format or feature supports or inhibits the desired audience cognitions, feelings, or behaviors. We argue that taking a granular, outcomes-based approach to designing and evaluating information visualization research is essential to deriving practical, actionable knowledge from it.
Collapse
Affiliation(s)
- Jessica S Ancker
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Natalie C Benda
- School of Nursing, Columbia University, New York, New York, USA
| | - Brian J Zikmund-Fisher
- Department of Health Behavior and Health Education, University of Michigan, Ann Arbor, Michigan, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
- Center for Bioethics and Social Sciences in Medicine, University of Michigan, Ann Arbor, Michigan, USA
| |
Collapse
|
6
|
Kamil D, Wojcik KM, Smith L, Zhang J, Wilson OWA, Butera G, Jayasekera J. A Scoping Review of Personalized, Interactive, Web-Based Clinical Decision Tools Available for Breast Cancer Prevention and Screening in the United States. MDM Policy Pract 2024; 9:23814683241236511. [PMID: 38500600 PMCID: PMC10946080 DOI: 10.1177/23814683241236511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 02/04/2024] [Indexed: 03/20/2024] Open
Abstract
Introduction. Personalized web-based clinical decision tools for breast cancer prevention and screening could address knowledge gaps, enhance patient autonomy in shared decision-making, and promote equitable care. The purpose of this review was to present evidence on the availability, usability, feasibility, acceptability, quality, and uptake of breast cancer prevention and screening tools to support their integration into clinical care. Methods. We used the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews Checklist to conduct this review. We searched 6 databases to identify literature on the development, validation, usability, feasibility, acceptability testing, and uptake of the tools into practice settings. Quality assessment for each tool was conducted using the International Patient Decision Aid Standard instrument, with quality scores ranging from 0 to 63 (lowest-highest). Results. We identified 10 tools for breast cancer prevention and 9 tools for screening. The tools included individual (e.g., age), clinical (e.g., genomic risk factors), and health behavior (e.g., alcohol use) characteristics. Fourteen tools included race/ethnicity, but no tool incorporated contextual factors (e.g., insurance, access) associated with breast cancer. All tools were internally or externally validated. Six tools had undergone usability testing in samples including White (median, 71%; range, 9%-96%), insured (99%; 97%-100%) women, with college education or higher (60%; 27%-100%). All of the tools were developed and tested in academic settings. Seven (37%) tools showed potential evidence of uptake in clinical practice. The tools had an average quality assessment score of 21 (range, 9-39). Conclusions. There is limited evidence on testing and uptake of breast cancer prevention and screening tools in diverse clinical settings. The development, testing, and integration of tools in academic and nonacademic settings could potentially improve uptake and equitable access to these tools. Highlights There were 19 personalized, interactive, Web-based decision tools for breast cancer prevention and screening.Breast cancer outcomes were personalized based on individual clinical characteristics (e.g., age, medical history), genomic risk factors (e.g., BRCA1/2), race and ethnicity, and health behaviors (e.g., smoking). The tools did not include contextual factors (e.g., insurance status, access to screening facilities) that could potentially contribute to breast cancer outcomes.Validation, usability, acceptability, and feasibility testing were conducted mostly among White and/or insured patients with some college education (or higher) in academic settings. There was limited evidence on testing and uptake of the tools in nonacademic clinical settings.
Collapse
Affiliation(s)
- Dalya Kamil
- Health Equity and Decision Sciences Research Laboratory, Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA
| | - Kaitlyn M. Wojcik
- Health Equity and Decision Sciences Research Laboratory, Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA
| | - Laney Smith
- Frederick P. Whiddon College of Medicine, Mobile, AL, USA
| | | | - Oliver W. A. Wilson
- Health Equity and Decision Sciences Research Laboratory, Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA
| | - Gisela Butera
- Office of Research Services, National Institutes of Health Library, Bethesda, MD, USA
| | - Jinani Jayasekera
- Health Equity and Decision Sciences Research Laboratory, Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA
| |
Collapse
|
7
|
Tiede KE, Gaissmaier W. How Do People Process Different Representations of Statistical Information? Insights into Cognitive Effort, Representational Inconsistencies, and Individual Differences. Med Decis Making 2023; 43:803-820. [PMID: 37842816 PMCID: PMC10625726 DOI: 10.1177/0272989x231202505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 08/23/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND Graphical representation formats (e.g., icon arrays) have been shown to lead to better understanding of the benefits and risks of treatments compared to numbers. We investigate the cognitive processes underlying the effects of format on understanding: how much cognitive effort is required to process numerical and graphical representations, how people process inconsistent representations, and how numeracy and graph literacy affect information processing. METHODS In a preregistered between-participants experiment, 665 participants answered questions about the relative frequencies of benefits and side effects of 6 medications. First, we manipulated whether the medical information was represented numerically, graphically (as icon arrays), or inconsistently (numerically for 3 medications and graphically for the other 3). Second, to examine cognitive effort, we manipulated whether there was time pressure or not. In an additional intervention condition, participants translated graphical information into numerical information before answering questions. We also assessed numeracy and graph literacy. RESULTS Processing icon arrays was more strongly affected by time pressure than processing numbers, suggesting that graphical formats required more cognitive effort. Understanding was lower when information was represented inconsistently (v. consistently) but not if there was a preceding intervention. Decisions based on inconsistent representations were biased toward graphically represented options. People with higher numeracy processed quantitative information more efficiently than people with lower numeracy did. Graph literacy was not related to processing efficiency. LIMITATIONS Our study was conducted with a nonpatient sample, and the medical information was hypothetical. CONCLUSIONS Although graphical (v. numerical) formats have previously been found to lead to better understanding, they may require more cognitive effort. Therefore, the goal of risk communication may play an important role when choosing how to communicate medical information. HIGHLIGHTS This article investigates the cognitive processes underlying the effects of representation format on the understanding of statistical information and individual differences therein.Processing icon arrays required more cognitive effort than processing numbers did.When information was represented inconsistently (i.e., partly numerically and partly graphically), understanding was lower than with consistent representation, and decisions were biased toward the graphically represented options.People with higher numeracy processed quantitative information more efficiently than people with lower numeracy did.
Collapse
Affiliation(s)
- Kevin E. Tiede
- Center for Adaptive Rationality, Max Planck Institute for Human Development, Germany
- Department of Psychology, University of Konstanz, Germany
- Graduate School of Decision Sciences, University of Konstanz, Germany
| | - Wolfgang Gaissmaier
- Department of Psychology, University of Konstanz, Germany
- Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Germany
| |
Collapse
|
8
|
Gaissmaier W, Tiede KE, Garcia-Retamero R. The Lure of Beauty: People Select Representations of Statistical Information Largely Based on Attractiveness, Not Comprehensibility. Med Decis Making 2023; 43:774-788. [PMID: 37872798 PMCID: PMC10625725 DOI: 10.1177/0272989x231201579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 08/28/2023] [Indexed: 10/25/2023]
Abstract
OBJECTIVE People differ in whether they understand graphical or numerical representations of statistical information better. However, assessing these skills is often not feasible when deciding which representation to select or use. This study investigates whether people choose the representation they understand better, whether this choice can improve risk comprehension, and whether results are influenced by participants' skills (graph literacy and numeracy). METHODS In an experiment, 160 participants received information about the benefits and side effects of painkillers using either a numerical or a graphical representation. In the "no choice" condition, the representation was randomly assigned to each participant. In the "choice" condition, participants could select the representation they would like to receive. The study assessed gist and verbatim knowledge (immediate comprehension and recall), accessibility of the information, attractiveness of the representation, as well as graph literacy and numeracy. RESULTS In the "choice" condition, most (62.5%) chose the graphical format, yet there was no difference in graph literacy or numeracy (nor age or gender) between people who chose the graphical or the numerical format. Whereas choice slightly increased verbatim knowledge, it did not improve gist or overall knowledge compared with random assignment. However, participants who chose a representation rated the representation as more attractive, and those who chose graphs rated them as more accessible than those without a choice. LIMITATIONS The sample consisted of highly educated undergraduate students with higher graph literacy than the general population. The task was inconsequential for participants in terms of their health. CONCLUSIONS When people can choose between representations, they fail to identify what they comprehend better but largely base that choice on how attractive the representation is for them. HIGHLIGHTS People differ systematically in whether they understand graphical or numerical representations of statistical information better. However, assessing these underlying skills to get the right representation to the right people is not feasible in practice. A simple and efficient method to achieve this could be to let people choose among representations themselves.However, our study showed that allowing participants to choose a representation (numerical v. graphical) did not improve overall or gist knowledge compared with determining the representation randomly, even though it did slightly improve verbatim knowledge.Rather, participants largely chose the representation they found more attractive. Most preferred the graphical representation, including those with low graph literacy.It would therefore be important to develop graphical representations that are not only attractive but also comprehensible even for people with low graph literacy.
Collapse
Affiliation(s)
- Wolfgang Gaissmaier
- Department of Psychology, University of Konstanz, Konstanz, Germany
- Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Germany
| | - Kevin E. Tiede
- Department of Psychology, University of Konstanz, Konstanz, Germany
- Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany
- Graduate School of Decision Sciences, University of Konstanz, Germany
| | | |
Collapse
|
9
|
Matzen LE, Howell BC, Trumbo MCS, Divis KM. Numerical and Visual Representations of Uncertainty Lead to Different Patterns of Decision Making. IEEE COMPUTER GRAPHICS AND APPLICATIONS 2023; 43:72-82. [PMID: 37527307 DOI: 10.1109/mcg.2023.3299875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/03/2023]
Abstract
Although visualizations are a useful tool for helping people to understand information, they can also have unintended effects on human cognition. This is especially true for uncertain information, which is difficult for people to understand. Prior work has found that different methods of visualizing uncertain information can produce different patterns of decision making from users. However, uncertainty can also be represented via text or numerical information, and few studies have systematically compared these types of representations to visualizations of uncertainty. We present two experiments that compared visual representations of risk (icon arrays) to numerical representations (natural frequencies) in a wildfire evacuation task. Like prior studies, we found that different types of visual cues led to different patterns of decision making. In addition, our comparison of visual and numerical representations of risk found that people were more likely to evacuate when they saw visualizations than when they saw numerical representations. These experiments reinforce the idea that design choices are not neutral: seemingly minor differences in how information is represented can have important impacts on human risk perception and decision making.
Collapse
|
10
|
Desai S, Kainth T, Yadav G, Kochhar H, Srinivas S, Kamil S, Du W. Role of Psychosomatic Symptoms in COVID-19 Vaccine Hesitancy. Vaccines (Basel) 2023; 11:vaccines11050922. [PMID: 37243026 DOI: 10.3390/vaccines11050922] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 04/21/2023] [Accepted: 04/26/2023] [Indexed: 05/28/2023] Open
Abstract
Vaccination against COVID-19 is one of the highly effective preventative strategies to reduce morbidity and mortality associated with COVID-19 infection. The rapid approval of COVID-19 vaccination due to the raging pandemic, media coverage, anti-vaccination groups, and concerns about adverse effects associated with vaccination has given rise to COVID-19 vaccine hesitancy. Current evidence suggests that psychosomatic and nocebo-related adverse effects account for a significant proportion of common adverse effects following COVID-19 vaccination. The most common adverse effects are headache, fatigue, and myalgia, which are highly prone to nocebo effects. In our review article, we discuss the role of psychosomatic and nocebo effects in COVID-19 vaccination-related hesitancy, predictors of such effects, and strategies to reduce vaccine hesitancy. General education regarding psychosomatic and nocebo effects and specialized education for at-risk populations may reduce psychosomatic and nocebo-related adverse effects following COVID-19 vaccination, ultimately reducing hesitancy.
Collapse
Affiliation(s)
- Saral Desai
- Department of Psychiatry, Tower Health-Phoenixville Hospital, Phoenixville, PA 19460, USA
| | - Tejasvi Kainth
- Department of Psychiatry, Stony Brook University, Stony Brook, NY 11794, USA
| | - Garima Yadav
- Department of Psychiatry, Bronx Care Health System, Bronx, NY 10456, USA
| | - Hansini Kochhar
- Department of Psychiatry, Maimonides Medical Center, Brooklyn, NY 11219, USA
| | - Sushma Srinivas
- Department of Psychiatry, A.J. Institute of Medical Sciences and Research Center, Manglore 575004, India
| | - Saher Kamil
- Department of Pediatrics, Dell Children's Medical Center, Austin, TX 78723, USA
| | - Wei Du
- Academic Affairs, Tower Health, West Reading, PA 19611, USA
- Department of Psychiatry, Drexel University College of Medicine, Philadelphia, PA 19102, USA
| |
Collapse
|
11
|
Walker AC, Stange M, Dixon MJ, Fugelsang JA, Koehler DJ. Using Icon Arrays to Communicate Gambling Information Reduces the Appeal of Scratch Card Games. J Gambl Stud 2023; 39:363-382. [PMID: 35044578 DOI: 10.1007/s10899-021-10103-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/27/2021] [Indexed: 12/11/2022]
Abstract
Past work has demonstrated that presenting statistical information in a foreground-background icon array can improve risk understanding, reduce decision-making biases, and decrease the salience of low-probability risks. In the present study, we assess whether presenting readily available gambling information within a foreground-background icon array influences individuals' gambling-related judgments (e.g., their perceived likelihood of winning a prize). Across two experiments (N = 1151), we find that using icon arrays to present gambling information reduces the appeal of scratch card games. That is, participants presented with gambling information in a foreground-background icon array, as opposed to a non-graphical numerical format, reported feeling less likely to win a prize, less excitement to play, and less urge to gamble on a scratch card game presented in a hypothetical gambling task. Overall, we conclude that presenting gambling information in an icon array format represents a simple yet promising tool for correcting gamblers' often overly-optimistic perceptions and reducing the appeal of negative expected value scratch card games.
Collapse
Affiliation(s)
- Alexander C Walker
- Department of Psychology, University of Waterloo, Waterloo, ON, N2L 3G1, Canada.
| | - Madison Stange
- Department of Psychology, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| | - Mike J Dixon
- Department of Psychology, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| | | | - Derek J Koehler
- Department of Psychology, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| |
Collapse
|
12
|
Aubertin P, Frese T, Kasper J, Mau W, Meyer G, Mikolajczyk R, Richter M, Schildmann J, Steckelberg A. Efficacy of Three Numerical Presentation Formats on Lay People's Comprehension and Risk Perception of Fact Boxes-A Randomized Controlled Pilot Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2165. [PMID: 36767532 PMCID: PMC9915941 DOI: 10.3390/ijerph20032165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/15/2023] [Accepted: 01/18/2023] [Indexed: 06/18/2023]
Abstract
(1) Background: Fact boxes present the benefits and harms of medical interventions in the form of tables. Some studies suggest that people with a lower level of education could profit more from graphic presentations. The objective of the study was to compare three different formats in fact boxes with regard to verbatim and gist knowledge in general and according to the educational background. (2) Methods: In May 2020, recruitment started for this randomized controlled trial. Participants were given one out of three presentation formats: natural frequencies, percentages, and graphic. We used Limesurvey® to assess comprehension/risk perception as the primary outcome. The Kruskal-Wallis test and the Mann-Whitney U test were used in addition to descriptive analyses. (3) Results: A total of 227 people took part in the study. Results of the groups were nearly identical in relation to the primary outcome verbatim knowledge, likewise in gist knowledge. However, participants with lower educational qualifications differed from participants with higher educational qualifications in terms of verbatim knowledge in the group percentages. (4) Conclusions: The results indicate that all three forms of presentation are suitable for conveying the content. Further research should take the individual preferences regarding the format into account.
Collapse
Affiliation(s)
- Pascal Aubertin
- Institute of Health and Nursing Science, Interdisciplinary Center for Health Sciences, Martin Luther University, Halle-Wittenberg, 06112 Halle (Saale), Germany
| | - Thomas Frese
- Institute of General Medicine, Interdisciplinary Center for Health Sciences, Martin Luther University, Halle-Wittenberg, 06112 Halle (Saale), Germany
| | - Jürgen Kasper
- Department of Nursing and Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, 0176 Oslo, Norway
| | - Wilfried Mau
- Institute of Rehabilitation Medicine, Interdisciplinary Center for Health Sciences, Martin Luther University, Halle-Wittenberg, 06112 Halle (Saale), Germany
| | - Gabriele Meyer
- Institute of Health and Nursing Science, Interdisciplinary Center for Health Sciences, Martin Luther University, Halle-Wittenberg, 06112 Halle (Saale), Germany
| | - Rafael Mikolajczyk
- Institute of Medical Epidemiology, Biometrics and Informatics, Interdisciplinary Center for Health Sciences, Martin Luther University, Halle-Wittenberg, 06112 Halle (Saale), Germany
| | - Matthias Richter
- Institute of Medical Sociology, Interdisciplinary Center for Health Sciences, Martin Luther University, Halle-Wittenberg, 06112 Halle (Saale), Germany
| | - Jan Schildmann
- Institute for History and Ethics of Medicine, Interdisciplinary Center for Health Sciences, Martin Luther University, Halle-Wittenberg, 06112 Halle (Saale), Germany
| | - Anke Steckelberg
- Institute of Health and Nursing Science, Interdisciplinary Center for Health Sciences, Martin Luther University, Halle-Wittenberg, 06112 Halle (Saale), Germany
| |
Collapse
|
13
|
Selvarajan A, Arulanandam B, Guadagno E, Poenaru D. Family risk communication preferences in pediatric surgery: A scoping review. J Pediatr Surg 2023; 58:891-901. [PMID: 36822973 DOI: 10.1016/j.jpedsurg.2023.01.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 01/03/2023] [Indexed: 01/21/2023]
Abstract
BACKGROUND Effective patient-surgeon communication is vital in pediatric surgical practice. However, family (including child) preferences for the format and content of risk communication information are largely unknown. In order to optimize the shared-decision making process, this scoping review explored the family-preferred methods for risk communication in pediatric surgery. METHODS A search was conducted in 7 databases from inception until June 2020 to identify family risk communication preferences in pediatric surgical patients, with language restricted to English and French. Two independent reviewers completed the screening in Rayyan software following PRISMA protocol. Included publications were reviewed for data extraction, analyzed, and assessed for risk of bias using standardized instruments. RESULTS A total of 6370 publications were retrieved, out of which 70 were included. Studies were predominantly from ENT (30.0%), general surgery (15.7%), and urology (11.4%). Family-preferred risk communication methods were classified as visual, verbal, technology-based, written, decision aids or other. Technological (32.4%) and written tools (29.7%) were most commonly chosen by families as their preferred risk communication methods. Written tools were frequently used in general surgery and urology, while technology-based tools were widely used in ENT. Most studies were cross-sectional and had a significant risk of bias. CONCLUSION Eliciting families' preferences for risk communication methods is critical for the implementation of shared decision-making. Different risk communication media appear to be preferred within specific surgical domains. To further improve shared-decision making in pediatric surgery, the development and usage of robust, validated risk communication tools are necessary. LEVEL OF EVIDENCE Level IV (Scoping Review).
Collapse
Affiliation(s)
- Arthega Selvarajan
- McGill University Faculty of Medicine and Health Sciences, Montreal, Quebec, Canada
| | - Brandon Arulanandam
- McGill University Faculty of Medicine and Health Sciences, Montreal, Quebec, Canada
| | - Elena Guadagno
- Harvey E. Beardmore Division of Pediatric Surgery, The Montreal Children's Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Dan Poenaru
- McGill University Faculty of Medicine and Health Sciences, Montreal, Quebec, Canada; Harvey E. Beardmore Division of Pediatric Surgery, The Montreal Children's Hospital, McGill University Health Centre, Montreal, Quebec, Canada.
| |
Collapse
|
14
|
Carroll E, Giles J, Lewis A. An evaluation of surrogate decision maker health literacy in the neurology ward and neuroscience ICU. J Neurol Sci 2023; 444:120525. [PMID: 36525907 DOI: 10.1016/j.jns.2022.120525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 11/14/2022] [Accepted: 12/10/2022] [Indexed: 12/14/2022]
Abstract
PURPOSE There has been little investigation into surrogate comprehension of education provided by the neuroscience healthcare team. We sought to evaluate 1) surrogate understanding about a patient's clinical condition and 2) the relationship between how surrogates and the neuroscience team perceive surrogate comprehension of a patient's condition. METHODS We prospectively surveyed surrogates of patients who lacked decision making capacity while admitted to the neurology ward or neuroscience ICU for >48 h from 10/2018-05/2021. The survey investigated the surrogate's communication with the neuroscience team and understanding of the hospitalization. A member of the neuroscience team was asked to provide clinical data about the patient and indicate how well they perceived the surrogate understood the situation. RESULTS We surveyed 50 surrogates at a median of 10 (IQR 5-17) days after hospitalization. There were 38 (76%) surrogates who correctly identified the reason for admission, and 21 (42%) who correctly identified all the assessments/interventions performed. Nearly all surrogates rated their understanding of the patient's medical condition as excellent (47%) or good (49%). There was no to slight agreement (kappa = 0.133) between surrogate self-perception of understanding and neuroscience team perception of the surrogate's understanding. Although only 20% of surrogates used institutional electronic education materials, 74% discussed the hospitalization with friends/family who work in healthcare. CONCLUSION Objective and subjective assessments of surrogate comprehension demonstrate that there is a need to improve communication with the surrogates of patients with neurological conditions. Neuroscience healthcare teams must be taught how to educate surrogates and assess their understanding.
Collapse
Affiliation(s)
- Elizabeth Carroll
- Department of Neurology, NYU Langone Medical Center, New York, NY, United States of America.
| | - Julie Giles
- Department of Neurology, NYU Langone Medical Center, New York, NY, United States of America
| | - Ariane Lewis
- Department of Neurology, NYU Langone Medical Center, New York, NY, United States of America; Department of Neurosurgery, NYU Langone Medical Center, New York, NY, United States of America
| |
Collapse
|
15
|
Fanio J, Zeng E, Wang B, Slotwiner DJ, Reading Turchioe M. Designing for patient decision-making: Design challenges generated by patients with atrial fibrillation during evaluation of a decision aid prototype. Front Digit Health 2023; 4:1086652. [PMID: 36685619 PMCID: PMC9854261 DOI: 10.3389/fdgth.2022.1086652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 12/14/2022] [Indexed: 01/07/2023] Open
Abstract
Shared decision-making (SDM) empowers patients and care teams to determine the best treatment plan in alignment with the patient's preferences and goals. Decision aids are proven tools to support high quality SDM. Patients with atrial fibrillation (AF), the most common cardiac arrhythmia, struggle to identify optimal rhythm and symptom management strategies and could benefit from a decision aid. In this Brief Research Report, we describe the development and preliminary evaluation of an interactive decision-making aid for patients with AF. We employed an iterative, user-centered design method to develop prototypes of the decision aid. Here, we describe multiple iterations of the decision aid, informed by the literature, expert feedback, and mixed-methods design sessions with AF patients. Results highlight unique design requirements for this population, but overall indicate that an interactive decision aid with visualizations has the potential to assist patients in making AF treatment decisions. Future work can build upon these design requirements to create and evaluate a decision aid for AF rhythm and symptom management.
Collapse
Affiliation(s)
- Janette Fanio
- Population Health Sciences, Weill Cornell Medical College, New York, NY, United States
| | - Erin Zeng
- Population Health Sciences, Weill Cornell Medical College, New York, NY, United States,Broadmoor Solutions Inc. Sinking Spring, PA, United States
| | - Brian Wang
- Population Health Sciences, Weill Cornell Medical College, New York, NY, United States,Cerner Corporation North Kansas City, MO, United States
| | - David J. Slotwiner
- Population Health Sciences, Weill Cornell Medical College, New York, NY, United States,Department of Cardiology, NewYork-Presbyterian Medical Group Queens, New York, NY, United States
| | - Meghan Reading Turchioe
- Columbia University School of Nursing, New York, NY, United States,Correspondence: Meghan Reading Turchioe
| |
Collapse
|
16
|
Recchia G, Lawrence AC, Freeman AL. Investigating the presentation of uncertainty in an icon array: A randomized trial. PEC INNOVATION 2022; 1:None. [PMID: 36518604 PMCID: PMC9731905 DOI: 10.1016/j.pecinn.2021.100003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 10/20/2021] [Accepted: 10/26/2021] [Indexed: 06/17/2023]
Abstract
BACKGROUND Clinicians are often advised to use pictographs to communicate risk, but whether they offer benefits when communicating risk imprecision (e.g., 65%-79%) is unknown. PURPOSE To test whether any of three approaches to visualizing imprecision would more effectively communicate breast and ovarian cancer risk for BRCA1 pathogenic variant carriers. METHODS 1,300 UK residents were presented with a genetic report with information about BRCA1-related risks, with random assignment to one of four formats: no visualization (text alone), or a pictograph using shaded icons, a gradient, or arrows marking range endpoints. We also tested pictographs in two layouts. Analysis of variance (ANOVA) and regression was employed. RESULTS There was no effect of format. Participants shown pictographs vs. text alone had better uptake of breast cancer risk messages (p < .05, η 2 = 0.003). Pictographs facilitated memory for the specific amount of risk (p < 0.001, η 2 = 0.019), as did the tabular layout. Individuals not having completed upper secondary education may benefit most. CONCLUSIONS We found weak evidence in favor of using simple pictographs with ranges to communicate BRCA risk (versus text alone), and of the tabular layout. INNOVATION Testing different ways of communicating imprecision within pictographs is a novel and promising line of research.
Collapse
Affiliation(s)
- Gabriel Recchia
- Corresponding author at: Centre for Mathematical Sciences, Wilberforce Rd, Cambridge CB3 0WA, UK.
| | | | | |
Collapse
|
17
|
Koonrungsesomboon N, Charoenkwan P, Natesirinilkul R, Fanhchaksai K, Sakuludomkan W, Morakote N. What information and the extent of information to be provided in an informed assent/consent form of pediatric drug trials. BMC Med Ethics 2022; 23:113. [DOI: 10.1186/s12910-022-00856-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 11/03/2022] [Indexed: 11/17/2022] Open
Abstract
Abstract
Background
This study aimed to determine the elements and the extent of information that child participants and their parents would like to read in an informed assent form (IAF)/informed consent form (ICF) of a pediatric drug trial.
Methods
A descriptive survey was conducted to determine the perceived importance of each element of the ICF content from child participants and their parents who underwent informed assent/consent of a multi-center pediatric drug trial. The respondents were asked to indicate the level of importance of each item in a questionnaire, by giving a rating scale from 1 (not important) to 5 (very important).
Results
A total of 22 families, 17 child participants with the diagnosis of hematology or oncology diseases and 27 parents, were enrolled. Among 30 items, risk–benefit aspects (i.e., direct health benefit [mean: 4.71 for child respondents, 4.89 for parent respondents], indirect/societal benefit [mean: 4.65, 4.85], major foreseeable risk [mean: 4.47, 4.78], post-trial benefit/provision [mean: 4.59, 4.74], and all adverse effects of the drug including uncommon adverse effects [mean: 4.53, 4.74]) were perceived to be of most concerning items from both child participants’ and parents’ viewpoint. None of the items were considered ‘slightly important’ or lower by more than 20% of the respondents.
Conclusions
For pediatric drug trials, risk–benefit information (including direct health benefit, indirect/societal benefit, and post-trial benefit/provision, as well as major foreseeable risk and adverse effects of the drug) should be made a salient feature of an IAF/ICF. This empirical data could help related stakeholders arrange essential information in order of importance and tailor an IAF/ICF to better suit child participants’ and parents’ needs, particularly for pediatric drug trials involving children with the diagnosis of hematology or oncology diseases.
Collapse
|
18
|
Taksler GB, Le P, Hu B, Alberts J, Flynn AJ, Rothberg MB. Personalized Disease Prevention (PDP): study protocol for a cluster-randomized clinical trial. Trials 2022; 23:892. [PMID: 36273151 PMCID: PMC9587586 DOI: 10.1186/s13063-022-06750-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 09/14/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The US Preventive Services Task Force recommends 25 primary preventive services for middle-aged adults, but it can be difficult to do them all. METHODS The Personalized Disease Prevention (PDP) cluster-randomized clinical trial will evaluate whether patients and their providers benefit from an evidence-based decision tool to prioritize preventive services based on their potential to improve quality-adjusted life expectancy. The decision tool will be individualized for patient risk factors and available in the electronic health record. This Phase III trial seeks to enroll 60 primary care providers (clusters) and 600 patients aged 40-75 years. Half of providers will be assigned to an intervention to utilize the decision tool with approximately 10 patients each, and half will be assigned to usual care. Mixed-methods follow-up will include collection of preventive care utilization from electronic health records, patient and physician surveys, and qualitative interviews. We hypothesize that quality-adjusted life expectancy will increase by more in patients who receive the intervention, as compared with controls. DISCUSSION PDP will test a novel, holistic approach to help patients and providers prioritize the delivery of preventive services, based on patient risk factors in the electronic health record. TRIAL REGISTRATION ClinicalTrials.gov NCT05463887. Registered on July 19, 2022.
Collapse
Affiliation(s)
- Glen B Taksler
- Cleveland Clinic Community Care, Cleveland Clinic, 9500 Euclid Ave., G10, Cleveland, OH, USA.
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA.
- Population Health Research Institute, Case Western Reserve University at The MetroHealth System, Cleveland, OH, USA.
| | - Phuc Le
- Cleveland Clinic Community Care, Cleveland Clinic, 9500 Euclid Ave., G10, Cleveland, OH, USA
| | - Bo Hu
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Jay Alberts
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA
- Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Allen J Flynn
- School of Information and Department of Learning Health Sciences, University of Michigan, Ann Arbor, MI, USA
| | - Michael B Rothberg
- Cleveland Clinic Community Care, Cleveland Clinic, 9500 Euclid Ave., G10, Cleveland, OH, USA
| |
Collapse
|
19
|
Aksenov LI, Fairchild RJ, Dionise ZR, Tejwani R, Purves JT, Wiener JS, Routh JC. Framing the picture: Impact of radiographic imaging on parental vesicoureteral reflux management preferences. J Pediatr Urol 2022; 18:674.e1-674.e8. [PMID: 36085190 DOI: 10.1016/j.jpurol.2022.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 08/06/2022] [Accepted: 08/14/2022] [Indexed: 12/14/2022]
Abstract
INTRODUCTION/OBJECTIVE Given the variety of treatment options for vesicoureteral reflux (VUR), shared decision making between clinicians and parents is essential. Despite its importance, shared decision making is limited by the framing effect - people process the same information differently depending on how it is presented. Studies have also demonstrated that showing patients their radiology images can impact behaviors. In this pilot study, we sought to determine if showing parents radiographic images could serve as a framing tool that impacts the decision of whether to pursue surgery, endoscopic intervention, or conservative management for VUR. METHODS We designed a survey instrument which provided background on VUR and a hypothetical scenario of a 2-year-old child with VUR who had a breakthrough febrile urinary tract infection (UTI). Guideline-concordant management options were presented: (1) change antibiotics, (2) endoscopic management, or (3) open or laparoscopic surgery. All options were similarly presented regarding risks, benefits, and length of stay. Respondents were randomized into a group with no image accompanying the clinical scenario or a group which had a labeled image of a voiding cystourethrogram (VCUG) demonstrating unilateral VUR. Respondents also answered demographic and health experience questions. The instrument was published on Amazon's Mechanical Turk online work interface which provides reliable and validated results in VUR experiments. Parents aged 18-60 years old were eligible. Responses with failed attention questions, duplicate internet addresses, or submission times <1 or >30 min were disqualified. Data were analyzed using t-test, chi-square, and multinomial logistic regression. Sensitivity analyses were performed after excluding all responses submitted under 2, 3, and 5 min. RESULTS There were a total of 914 responses, 426 met inclusion criteria. The presence or absence of a VCUG image did not result in a statically significant difference in the management decision (p = 0.081). Multinomial logistic regression demonstrated that prior UTI experience influenced the management decision (p = 0.027). Sensitivity analyses revealed a significant difference in the management decision when excluding responses <5 min (p = 0.039). CONCLUSION In this analysis, there was no statistically significant framing effect by radiographic images on parental management decision for VUR. Multinomial analyses suggested that prior experience with UTI has an impact on VUR management decisions. These results need to be considered within the limitations of this pilot study - the respondents were given a hypothetical clinical scenario and the survey instrument cannot replace an in-office discussion. Further analyses on framing and its role in pre-operative counseling is warranted.
Collapse
Affiliation(s)
- Leonid I Aksenov
- Division of Urology, Department of Surgery, Duke University, Durham, NC, USA.
| | - Rebecca J Fairchild
- Division of Urology, Department of Surgery, Duke University, Durham, NC, USA
| | - Zachary R Dionise
- Division of Urology, Department of Surgery, Duke University, Durham, NC, USA
| | - Rohit Tejwani
- Division of Urology, Department of Surgery, Duke University, Durham, NC, USA
| | - J Todd Purves
- Division of Urology, Department of Surgery, Duke University, Durham, NC, USA
| | - John S Wiener
- Division of Urology, Department of Surgery, Duke University, Durham, NC, USA
| | - Jonathan C Routh
- Division of Urology, Department of Surgery, Duke University, Durham, NC, USA
| |
Collapse
|
20
|
Benoit ID, Miller EG, Mirabito AM, Catlin JR. Medical decision-making with tables and graphs: The role of cognition, emotions, and analytic thinking. Health Mark Q 2022; 40:59-81. [PMID: 35796608 DOI: 10.1080/07359683.2022.2094101] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
The shift from one-way to two-way communication in healthcare decision-making has heightened the need to understand the role of display formats including tables and graphs as decision aids. In this paper, we investigate cognitive and affective influences on decision-making involving display formats. We find that a display format's impact on decision quality is mediated by two distinct components of cognition (verbatim and gist knowledge), and that tables compared to bar graphs improve decision quality. We also find evidence that analytic thinking and lower negative affect can improve decision quality. Implications for marketers, better engaging patients, and encouraging improved decision-making are discussed.
Collapse
Affiliation(s)
- Ilgım Dara Benoit
- Department of Marketing & Supply Chain Management, Walker College of Business at Appalachian State University, Boone, NC, USA
| | - Elizabeth G Miller
- Marketing Department, Isenberg School of Management at University of Massachusetts Amherst, Amherst, MA, USA
| | - Ann M Mirabito
- Marketing Department, Hankamer School of Business at Baylor University, Waco, TX, USA
| | - Jesse R Catlin
- Department of Marketing & Supply Chain Management, College of Business Administration at California State University, Sacramento, CA, USA
| |
Collapse
|
21
|
Development and Pilot Evaluation of a Decision Aid for Small Kidney Masses. J Am Coll Radiol 2022; 19:935-944. [PMID: 35714722 PMCID: PMC9357200 DOI: 10.1016/j.jacr.2022.05.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 05/07/2022] [Accepted: 05/10/2022] [Indexed: 11/20/2022]
Abstract
OBJECTIVE To develop and pilot test a patient decision aid (DA) describing small kidney masses and risks and benefits of treatment for the masses. METHODS An expert committee iteratively designed a small kidney mass DA, incorporating evidence-based risk communication and informational needs for treatment options and shared decision making. After literature review and drafting content with the feedback of urologists, radiologists, and an internist, a rapid qualitative assessment was conducted using two patient focus groups to inform user-centered design. In a pilot study, 30 patients were randomized at the initial urologic consultation to receive the DA or existing institutional patient educational material (PEM). Preconsultation questionnaires captured patient knowledge and shared decision-making preferences. After review of the DA and subsequent clinician consultation, patients completed questionnaires on discussion content and satisfaction. Proportions between arms were compared using Fisher exact tests, and decision measures were compared using Mann-Whitney tests. RESULTS Patient informational needs included risk of tumor growth during active surveillance and ablation, significance of comorbidities, and posttreatment recovery. For the DA, 84% of patients viewed all content, and mean viewing time was 20 min. Significant improvements in knowledge about small mass risks and treatments were observed (mean total scores: 52.6% DA versus 22.3% PEM, P < .001). DA use also increased the proportion of patients discussing ablation (66.7% DA versus 18.2% PEM, P = .02). Decision satisfaction measures were similar in both arms. DISCUSSION Patients receiving a small kidney mass DA are likely to gain knowledge and preparedness to discuss all treatment options over standard educational materials.
Collapse
|
22
|
Fansher M, Adkins TJ, Lalwani P, Boduroglu A, Carlson M, Quirk M, Lewis RL, Shah P, Zhang H, Jonides J. Icon arrays reduce concern over COVID-19 vaccine side effects: a randomized control study. Cogn Res Princ Implic 2022; 7:38. [PMID: 35524896 PMCID: PMC9077983 DOI: 10.1186/s41235-022-00387-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 04/12/2022] [Indexed: 11/10/2022] Open
Abstract
On April 13, 2021, the CDC announced that the administration of Johnson and Johnson's COVID-19 vaccine would be paused due to a rare blood clotting side effect in ~ 0.0001% of people given the vaccine. Most people who are hesitant to get a COVID-19 vaccine list potential side effects as their main concern (PEW, 2021); thus, it is likely that this announcement increased vaccine hesitancy among the American public. Two days after the CDC's announcement, we administered a survey to a group of 2,046 Americans to assess their changes in attitudes toward COVID-19 vaccines. The aim of this study was to investigate whether viewing icon arrays of side effect risk would prevent increases in COVID-19 vaccine hesitancy due to the announcement. We found that using icon arrays to illustrate the small chance of experiencing the blood clotting side effect significantly prevented increases in aversion toward the Johnson and Johnson vaccine as well as all other COVID-19 vaccines.
Collapse
Affiliation(s)
- Madison Fansher
- Department of Psychology, University of Michigan, 530 Church St, East Hall, Room 1004i, Ann Arbor, MI, 48109, USA.
| | - Tyler J Adkins
- Department of Psychology, University of Michigan, 530 Church St, East Hall, Room 1004i, Ann Arbor, MI, 48109, USA.
| | - Poortata Lalwani
- Department of Psychology, University of Michigan, 530 Church St, East Hall, Room 1004i, Ann Arbor, MI, 48109, USA
| | | | - Madison Carlson
- Department of Psychology, University of Michigan, 530 Church St, East Hall, Room 1004i, Ann Arbor, MI, 48109, USA
| | - Madelyn Quirk
- Department of Psychology, University of Michigan, 530 Church St, East Hall, Room 1004i, Ann Arbor, MI, 48109, USA
| | - Richard L Lewis
- Department of Psychology, University of Michigan, 530 Church St, East Hall, Room 1004i, Ann Arbor, MI, 48109, USA
- Department of Linguistics, University of Michigan, Ann Arbor, MI, 48109, USA
- Weinberg Institute for Cognitive Science, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Priti Shah
- Department of Psychology, University of Michigan, 530 Church St, East Hall, Room 1004i, Ann Arbor, MI, 48109, USA
| | - Han Zhang
- Department of Psychology, University of Michigan, 530 Church St, East Hall, Room 1004i, Ann Arbor, MI, 48109, USA
| | - John Jonides
- Department of Psychology, University of Michigan, 530 Church St, East Hall, Room 1004i, Ann Arbor, MI, 48109, USA
| |
Collapse
|
23
|
Machida M, Murakami M, Goto A. Differences in Data Trustworthiness and Risk Perception between Bar Graphs and Pictograms. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:4690. [PMID: 35457556 PMCID: PMC9030082 DOI: 10.3390/ijerph19084690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 03/29/2022] [Accepted: 04/05/2022] [Indexed: 12/04/2022]
Abstract
We investigated whether differences in presentation style affect risk perception, understanding, preference, and trust toward data. One hundred and sixty Fukushima Medical University students were shown the lifetime probability of breast cancer incidence for a 50-year-old woman, presented in both a pictogram and a horizontal bar graph format. Participants rated each of the following on a five-point scale by looking at each figure: risk perception, perceived truth of data, and comparative risk perception. The perceived truth of data was high for pictograms, especially among men and among those defined as having lower health literacy. Women correctly perceived the risk of breast cancer as higher than that of dying in a car accident when the data were presented on a pictogram. There was no difference in risk perception, perceived truth of data, or comparative risk perception arising from being shown the bar graphs and the pictograms in a particular order. There was a 50/50 split on which type of graph was perceived as easier to understand, but the preference was for the pictogram format. It is important to devise a visual method of health communication that considers the purpose of the information and characteristics of the target audience.
Collapse
Affiliation(s)
- Munehito Machida
- Center for Integrated Science and Humanities, Fukushima Medical University, Fukushima 960-1295, Japan;
| | - Michio Murakami
- Department of Health Risk Communication, Fukushima Medical University, Fukushima 960-1295, Japan;
- Center for Infectious Disease Education and Research (CiDER), Osaka University, Osaka 565-0871, Japan
| | - Aya Goto
- Center for Integrated Science and Humanities, Fukushima Medical University, Fukushima 960-1295, Japan;
| |
Collapse
|
24
|
Simon CM, Wang K, Shinkunas LA, Stein DT, Meissner P, Smith M, Pentz R, Klein DW. Communicating With Diverse Patients About Participating in a Biobank: A Randomized Multisite Study Comparing Electronic and Face-to-Face Informed Consent Processes. J Empir Res Hum Res Ethics 2022; 17:144-166. [PMID: 34410195 PMCID: PMC8712348 DOI: 10.1177/15562646211038819] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Some individuals' understanding of informed consent (IC) information may improve with electronic delivery, but others may benefit from face-to-face (F2F). This randomized, multisite study explores how individuals from diverse backgrounds understand electronic IC documents versus F2F, their confidence in understanding, and enrollment in research. A total of 501 patients at two U.S. biobanks with diverse populations participated. There were no overall differences between electronic and F2F understanding, but F2F predicted higher confidence in understanding and enrollment. Ethnicity and a higher educational level predicted higher understanding and confidence. Study findings suggest that electronic consent may lead to better understanding for non-Hispanic patients of higher socioeconomic status. F2F processes may lead to better understanding and higher enrollment of patients from Hispanic and lower socioeconomic levels. Researchers should carefully consider how they implement electronic IC processes and whether to maintain an F2F process to better address the needs and limitations of some populations.
Collapse
Affiliation(s)
| | - Kai Wang
- University of Iowa, Iowa City, IA, USA
| | | | | | | | | | - Rebecca Pentz
- School of Medicine, Emory University, Atlanta, GA, USA
| | | |
Collapse
|
25
|
Tettero OM, Westerman MJ, van Stralen MM, van den Beuken M, Monpellier VM, Janssen IM, Steenhuis IH. Barriers to and Facilitators of Participation in Weight Loss Intervention for Patients with Suboptimal Weight Loss after Bariatric Surgery: A Qualitative Study among Patients, Physicians, and Therapists. Obes Facts 2022; 15:674-684. [PMID: 35917803 PMCID: PMC9670013 DOI: 10.1159/000526259] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 06/22/2022] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Not all patients with suboptimal weight loss after bariatric surgery are willing to participate in postoperative behavioral intervention to improve their weight loss. The objective of this study was to explore barriers to and facilitators of participation in postoperative behavioral intervention. METHODS Thirty semi-structured interviews were conducted with patients (18), physicians (6), and therapists (6) (i.e., psychologists, dieticians, or physiotherapists). A thematic analysis approach was used. RESULTS Emotional responses caused by confrontation with suboptimal weight loss hampered patients' deliberation about participation; insufficient exploration of their need for help limited patients' ability to make informed decisions; patients were receptive to their physician's advice when their physician respected their autonomy; using visual weight loss graphs helped to explain suboptimal weight loss to patients; and financial costs and time constraints obstructed participation. CONCLUSIONS To improve adequate intervention participation, healthcare providers should focus on emotion regulation, support patients in exploring their own need for help, and respect patients' autonomy.
Collapse
Affiliation(s)
- Onno M. Tettero
- Department of Health Sciences, Vrije Universiteit Amsterdam, and Amsterdam, Public Health Research Institute, Amsterdam, The Netherlands
- Department of Science, Nederlandse Obesitas Kliniek, Huis ter Heide, The Netherlands
- *Onno M. Tettero,
| | - Marjan J. Westerman
- Department of Health Sciences, Vrije Universiteit Amsterdam, and Amsterdam, Public Health Research Institute, Amsterdam, The Netherlands
| | - Maartje M. van Stralen
- Department of Health Sciences, Vrije Universiteit Amsterdam, and Amsterdam, Public Health Research Institute, Amsterdam, The Netherlands
| | - Meike van den Beuken
- Department of Health Sciences, Vrije Universiteit Amsterdam, and Amsterdam, Public Health Research Institute, Amsterdam, The Netherlands
| | - Valerie M. Monpellier
- Department of Science, Nederlandse Obesitas Kliniek, Huis ter Heide, The Netherlands
| | - Ignace M.C. Janssen
- Department of Science, Nederlandse Obesitas Kliniek, Huis ter Heide, The Netherlands
| | - Ingrid H.M. Steenhuis
- Department of Health Sciences, Vrije Universiteit Amsterdam, and Amsterdam, Public Health Research Institute, Amsterdam, The Netherlands
| |
Collapse
|
26
|
Franconeri SL, Padilla LM, Shah P, Zacks JM, Hullman J. The Science of Visual Data Communication: What Works. Psychol Sci Public Interest 2021; 22:110-161. [PMID: 34907835 DOI: 10.1177/15291006211051956] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Effectively designed data visualizations allow viewers to use their powerful visual systems to understand patterns in data across science, education, health, and public policy. But ineffectively designed visualizations can cause confusion, misunderstanding, or even distrust-especially among viewers with low graphical literacy. We review research-backed guidelines for creating effective and intuitive visualizations oriented toward communicating data to students, coworkers, and the general public. We describe how the visual system can quickly extract broad statistics from a display, whereas poorly designed displays can lead to misperceptions and illusions. Extracting global statistics is fast, but comparing between subsets of values is slow. Effective graphics avoid taxing working memory, guide attention, and respect familiar conventions. Data visualizations can play a critical role in teaching and communication, provided that designers tailor those visualizations to their audience.
Collapse
Affiliation(s)
| | - Lace M Padilla
- Department of Cognitive and Information Sciences, University of California, Merced
| | - Priti Shah
- Department of Psychology, University of Michigan
| | - Jeffrey M Zacks
- Department of Psychological & Brain Sciences, Washington University in St. Louis
| | | |
Collapse
|
27
|
Schwabish J. The Practice of Visual Data Communication: What Works. Psychol Sci Public Interest 2021; 22:97-109. [PMID: 34907837 DOI: 10.1177/15291006211057899] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
28
|
Smith LE, Sim J, Amlôt R, Cutts M, Dasch H, Sevdalis N, Rubin GJ, Sherman SM. Side-effect expectations from COVID-19 vaccination: Findings from a nationally representative cross-sectional survey (CoVAccS - wave 2). J Psychosom Res 2021; 152:110679. [PMID: 34823113 PMCID: PMC8595305 DOI: 10.1016/j.jpsychores.2021.110679] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 11/12/2021] [Accepted: 11/12/2021] [Indexed: 01/27/2023]
Abstract
OBJECTIVES Concern about side effects is one of the most common reasons for refusing vaccination. Side-effect expectations are known to predict perception of side effects. We aimed to investigate the percentage of people who thought side effects from COVID-19 vaccination were likely and investigate factors associated with side-effect expectation. METHODS Online cross-sectional survey of 1470 UK adults who had not been vaccinated for COVID-19 (conducted 13 to 15 January 2021). We asked participants how likely they thought side effects from COVID-19 vaccination were. Linear regression analyses were used to investigate associations with side-effect expectations. RESULTS Most participants were uncertain whether they would experience side effects from a COVID-19 vaccine; only a minority reported that side effects were very likely (9.4%, 95% CI 7.9% to 10.9%, n = 138/1470). Personal and clinical characteristics, general, and COVID-19 vaccination beliefs and attitudes explained 29.7% of the variance in side-effect expectation, with COVID-19 vaccination beliefs alone accounting for 17.2%. Side-effect expectations were associated with: older age, being clinically extremely vulnerable to COVID-19, being afraid of needles, lower perceived social norms for COVID-19 vaccination, lower perceived necessity and safety of COVID-19 vaccination, and perceived lack of information about COVID-19 and vaccination. CONCLUSIONS Side-effect expectation was associated with believing that COVID-19 vaccination was unsafe, ineffective and that others would be less likely to approve of you having a COVID-19 vaccination. Communications should emphasise the safety, effectiveness, and widespread uptake of vaccination, while promoting accurate perceptions of the incidence of vaccination side effects.
Collapse
Affiliation(s)
- Louise E Smith
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, UK; NIHR Health Protection Research Unit in Emergency Preparedness and Response, UK.
| | - Julius Sim
- Keele University, School of Medicine, UK
| | - Richard Amlôt
- NIHR Health Protection Research Unit in Emergency Preparedness and Response, UK; UK Health Security Agency, Behavioural Science and Insights Unit, UK
| | | | - Hannah Dasch
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, UK; King's College London, Centre for Implementation Science, UK
| | - Nick Sevdalis
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, UK; King's College London, Centre for Implementation Science, UK
| | - G James Rubin
- King's College London, Institute of Psychiatry, Psychology and Neuroscience, UK; NIHR Health Protection Research Unit in Emergency Preparedness and Response, UK
| | | |
Collapse
|
29
|
Taksler GB, Hu B, DeGrandis F, Montori VM, Fagerlin A, Nagykaldi Z, Rothberg MB. Effect of Individualized Preventive Care Recommendations vs Usual Care on Patient Interest and Use of Recommendations: A Pilot Randomized Clinical Trial. JAMA Netw Open 2021; 4:e2131455. [PMID: 34726747 PMCID: PMC8564576 DOI: 10.1001/jamanetworkopen.2021.31455] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 08/25/2021] [Indexed: 01/24/2023] Open
Abstract
Importance This randomized clinical trial examines the feasibility and acceptability of a decision-making tool for increasing patient interest in individualized recommendations for preventive care services. Objective To pilot a tool to help patients compare life expectancy gains from evidence-based preventive services. Design, Setting, and Participants This randomized clinical trial examined patient and physician responses to a pilot decision tool incorporating personalized risk factors at 3 US primary care clinics between 2017 and 2020. Eligible patients were between ages 45 to 70 years with 2 or more high-risk factors. Patients were followed-up after 1 year. Interventions The gain in life expectancy associated with guideline adherence to each recommended preventive service was estimated. Personalized estimates incorporating risk factors in electronic health records were displayed in a physician-distributed visual aid. During development, physicians discussed individualized results with patients using shared decision-making (SDM). During the trial, patients were randomized to receive individualized recommendations or usual care (nonmasked, parallel, 1:1 ratio). Main Outcomes and Measures Primary outcome was patient interest in individualized recommendations, assessed by survey. Secondary outcomes were use of SDM, decisional comfort, readiness to change, and preventive services received within 1 year. Results The study enrolled 104 patients (31 development, 39 intervention, 34 control), of whom 101 were included in analysis (mean [SD] age, 56.5 [5.3] years; 73 [72.3%] women; 80 [79.2%] Black patients) and 20 physicians. Intervention patients found the tool helpful and wanted to use it again, rating it a median 9 of 10 (IQR, 8-10) and 10 of 10 (8-10), respectively. Compared with the control group, intervention patients more often correctly identified the service least likely (18 [46%] vs 0; P = .03) to improve their life expectancy. A greater number of patients also identified the service most likely to improve their life expectancy (26 [69%] vs 10 [30%]; P = .07), although this result was not statistically significant. Intervention patients reported greater mean [SD] improvement in SDM (4.7 [6.9] points) and near-term readiness to change (13.8 points for top-3-ranked recommendations). Point estimates indicated that patients in the intervention group experienced greater, although non-statistically significant, reductions in percentage of body weight (-2.96%; 95% CI, -8.18% to 2.28%), systolic blood pressure (-6.42 mm Hg; 95% CI, -16.12 to 3.27 mm Hg), hemoglobin A1c (-0.68%; 95% CI, -1.82% to 0.45%), 10-year atherosclerotic cardiovascular disease risk score (-1.20%; 95% CI, -3.65% to 1.26%), and low-density lipoprotein cholesterol (-8.46 mg/dL; 95% CI, -26.63 to 9.70 mg/dL) than the control group. Nineteen of 20 physicians wanted to continue using the decision tool in the future. Conclusions and Relevance In this clinical trial, an individualized preventive care decision support tool improved patient understanding of primary prevention and demonstrated promise for improved shared decision-making and preventive care utilization. Trial Registration ClinicalTrials.gov Identifier: NCT03023813.
Collapse
Affiliation(s)
- Glen B. Taksler
- Cleveland Clinic Community Care, Cleveland Clinic, Cleveland, Ohio
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
- Population Health Research Institute, Case Western Reserve University at MetroHealth System, Cleveland, Ohio
| | - Bo Hu
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
| | | | - Victor M. Montori
- Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, Minnesota
| | - Angela Fagerlin
- Department of Population Heath Sciences, University of Utah, Salt Lake City
- Salt Lake City VA Informatics Decision-Enhancement and Analytic Sciences Center for Innovation, Salt Lake City, Utah
| | - Zsolt Nagykaldi
- Department of Family and Preventive Medicine, University of Oklahoma, Oklahoma City
| | | |
Collapse
|
30
|
Tsai JH, Crossnohere NL, Strong T, Bridges JFP. Measuring Meaningful Benefit-Risk Tradeoffs to Promote Patient-Focused Drug Development in Prader-Willi Syndrome: A Discrete-Choice Experiment. MDM Policy Pract 2021; 6:23814683211039457. [PMID: 34497876 PMCID: PMC8419554 DOI: 10.1177/23814683211039457] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 06/28/2021] [Indexed: 01/06/2023] Open
Abstract
Background. Prader-Willi syndrome (PWS) is a rare neurodevelopmental disorder causing quality of life impairments such as insatiable hunger (hyperphagia) and obesity. We explored caregivers’ willingness to assume treatment risk in exchange for reduced hyperphagia according to a PWS-validated observer-reported outcome measure. Methods. We partnered with PWS patient organizations to develop a discrete-choice experiment exploring caregivers’ benefit-risk tradeoffs for emerging PWS treatments. The treatment benefit was a reduction in hyperphagia (as measured by a 0-, 5-, or 10-point change on the Hyperphagia Questionnaire for Clinical Trials [HQ-CT]). Treatment risks included weight gain (none, 5%, 10%), added risk of skin rash (none, 10%, 20%), and risk of liver damage (none, 1 in 1000, 10 in 1000). Preference models were estimated using mixed logistic regression and maximum acceptable risk. We explored differences in preferences across familial caregivers of patients with and without hyperphagia. Results. Four hundred sixty-eight caregivers completed the online survey. The majority of caregivers reported that patients experienced hyperphagia (68%) and half of patients experienced obesity (52%). Caregivers of patients without hyperphagia were willing to accept greater weight gain (16.4% v. 8.1%, P = 0.004) and a higher risk of skin rash (11.7% v. 6.2% P = 0.008) as compared to caregivers of patients with hyperphagia. Caregivers of patients with hyperphagia would accept a higher risk of liver damage as compared to caregivers of patients without hyperphagia (11.9 out of 1000 v. 6.4 out of 1000, P = 0.04). Conclusions. This research demonstrates that caregivers are willing to accept risk in exchange for a five-point improvement on the HQ-CT, a smaller marginal improvement than had been previously classified as meaningful. Patient experience with hyperphagia is a modifier in how much risk caregivers will accept.
Collapse
Affiliation(s)
| | - Norah L Crossnohere
- Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, Ohio
| | - Theresa Strong
- Foundation for Prader-Willi Research, Walnut, California
| | - John F P Bridges
- Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, Ohio
| |
Collapse
|
31
|
Benda NC, Yang Z, Li H, Zhang T, Ancker JS. Lower objectively and subjectively assessed numeracy are both associated with poorer self-rated health. BMC Res Notes 2021; 14:321. [PMID: 34419167 PMCID: PMC8379725 DOI: 10.1186/s13104-021-05737-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 08/11/2021] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE To compare an objective with a subjective numeracy assessment for association with self-reported health status, where numeracy refers to "the degree to which individuals have the capacity to access, process, interpret, communicate, and act on numerical, quantitative, graphical, biostatistical, and probabilistic health information needed to make effective health decisions" RESULTS: We completed a secondary analysis of two population-based surveys, the Empire State Poll (n = 763) and the Program for the International Assessment of Adult Competencies (PIAAC; n = 2609). The first survey assessed numeracy with a 3-item subjective instrument. The second assessed numeracy with more than 20 math problems. Both used the same measure for self-reported health status. Lower numeracy, whether subjectively or objectively assessed, was associated with worse self-reported health, even after controlling for education and other sociodemographic confounders. The odds ratios for the association were very similar (0.91 and 0.90 respectively). A lengthy objective numeracy assessment and a brief self-report assessment had similar associations with health status. A brief self-report measure of numeracy has similar properties to a lengthy objective assessment and is likely to be more feasible to use to screen patients in practice.
Collapse
Affiliation(s)
- Natalie C. Benda
- Department of Population Health Sciences, Weill Cornell Medicine, 425 E 61 stStreet, Suite 301, New York, NY 10065 USA
| | - Zihan Yang
- Department of Population Health Sciences, Weill Cornell Medicine, 425 E 61 stStreet, Suite 301, New York, NY 10065 USA
| | - Haojia Li
- Department of Population Health Sciences, Weill Cornell Medicine, 425 E 61 stStreet, Suite 301, New York, NY 10065 USA
| | - Tianran Zhang
- Department of Population Health Sciences, Weill Cornell Medicine, 425 E 61 stStreet, Suite 301, New York, NY 10065 USA
| | - Jessica S. Ancker
- Department of Population Health Sciences, Weill Cornell Medicine, 425 E 61 stStreet, Suite 301, New York, NY 10065 USA
- Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave., Rm, Nashville, TN 14122 USA
| |
Collapse
|
32
|
McDonnell S, Yan K, Kim UO, Flynn KE, Liegl MN, Leuthner SR, McIntosh JJ, Basir MA. Information Order for Periviable Counseling: Does It Make a Difference? J Pediatr 2021; 235:100-106.e1. [PMID: 33811868 PMCID: PMC8316277 DOI: 10.1016/j.jpeds.2021.03.058] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 03/15/2021] [Accepted: 03/26/2021] [Indexed: 12/28/2022]
Abstract
OBJECTIVES To examine whether the order of presenting survival vs disability information, with or without the description of infant neonatal intensive care unit (NICU) experiences would influence treatment choice during hypothetical periviable birth counseling. STUDY DESIGN An internet sample of childbearing-aged women (n = 839) viewed a pictograph displaying the chances of survival and a pictograph on the chances of disability for a baby resuscitated during the periviable period. The sample was randomized to the order of pictographs and level of description of infant NICU experiences. Participants selected between intensive care or comfort care and reported their personal values. RESULTS The order of the information influenced treatment choices (P = .02); participants were more likely to choose intensive care if they saw the survival pictograph first (70%) than the disability pictograph first (62%). Level of description of premature infant NICU experiences did not influence treatment choice (P = .92). Participants who valued sanctity of life, autonomy in making decisions, who were more religious, and had adequate health literacy were more likely to choose intensive care. Such participant characteristics had greater explanatory power than the experimental manipulations. CONCLUSIONS Subtle differences in how information is presented may influence critical decisions. However, even among women with the same values, diversity in treatment choice remains.
Collapse
Affiliation(s)
- Siobhan McDonnell
- Department of Pediatrics, Division of Neonatology, Medical College of Wisconsin, Milwaukee, WI
| | - Ke Yan
- Department of Pediatrics, Division of Quantitative Health Sciences, Medical College of Wisconsin, Milwaukee, WI
| | - U Olivia Kim
- Department of Pediatrics, Division of Neonatology, Medical College of Wisconsin, Milwaukee, WI
| | - Kathryn E Flynn
- Department of Medicine, Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee, WI
| | - Melodee Nugent Liegl
- Department of Pediatrics, Division of Quantitative Health Sciences, Medical College of Wisconsin, Milwaukee, WI
| | - Steven R Leuthner
- Department of Pediatrics, Division of Neonatology, Medical College of Wisconsin, Milwaukee, WI; Department of Population Health, Center for the Study of Bioethics, Medical College of Wisconsin, Milwaukee, WI
| | - Jennifer J McIntosh
- Department of Obstetrics and Gynecology, Division of Maternal Fetal Medicine, Medical College of Wisconsin, Milwaukee, WI
| | - Mir A Basir
- Department of Pediatrics, Division of Neonatology, Medical College of Wisconsin, Milwaukee, WI.
| |
Collapse
|
33
|
Danya H, Yonekura Y, Nakayama K. Effects of graphic presentation on understanding medical risks and benefits among Japanese adults. COGENT MEDICINE 2021. [DOI: 10.1080/2331205x.2021.1907894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Affiliation(s)
- Hitomi Danya
- Department of Nursing Informatics, Graduate School of Nursing Science, St. Luke’s International University, Tokyo, Japan
| | - Yuki Yonekura
- Department of Nursing Informatics, Graduate School of Nursing Science, St. Luke’s International University, Tokyo, Japan
| | - Kazuhiro Nakayama
- Department of Nursing Informatics, Graduate School of Nursing Science, St. Luke’s International University, Tokyo, Japan
| |
Collapse
|
34
|
Wang T, Voss JG. Effectiveness of pictographs in improving patient education outcomes: a systematic review. HEALTH EDUCATION RESEARCH 2021; 36:9-40. [PMID: 33331898 DOI: 10.1093/her/cyaa046] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 08/20/2020] [Accepted: 10/14/2020] [Indexed: 06/12/2023]
Abstract
The objective of this review was to investigate process of pictograph development and the effectiveness of pictographs in patient education. We conducted searches in Medline/PubMed, CINAHL with full text, PsycInfo, ERIC and Cochrane Library with keywords: (pictograph or pictorial) AND (patient education) NOT (children or adolescent or youth or child or teenagers). After excluding manuscripts that did not meet inclusion criteria, 56 articles were included between the time of the last review on this topic (January 2008) and May 2019. There are 17 descriptive studies, 27 randomized control trial studies, 9 quasi-experimental studies and 2 unique literatures in the systematic review. Major goals of the studies are pictograph development or validation. The majority of manuscripts (n = 48) supported the approach. However, six studies did not find significant differences in the outcome. Differences in patient population, pictograph designs and author-developed outcome measurements made it difficult to compare the findings. There is a lack of evidence on validating information outcome measurements. This review demonstrated that implementing pictographs into patient education is a promising approach for better information understanding and health management. Pictographic interventions need to be carefully developed and validated with both the targeted patient population and the clinical experts.
Collapse
Affiliation(s)
- Tongyao Wang
- Frances Payne Bolton School of Nursing, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, USA
| | - Joachim G Voss
- Frances Payne Bolton School of Nursing, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, USA
| |
Collapse
|
35
|
Trevena LJ, Bonner C, Okan Y, Peters E, Gaissmaier W, Han PKJ, Ozanne E, Timmermans D, Zikmund-Fisher BJ. Current Challenges When Using Numbers in Patient Decision Aids: Advanced Concepts. Med Decis Making 2021; 41:834-847. [PMID: 33660535 DOI: 10.1177/0272989x21996342] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
BACKGROUND Decision aid developers have to convey complex task-specific numeric information in a way that minimizes bias and promotes understanding of the options available within a particular decision. Whereas our companion paper summarizes fundamental issues, this article focuses on more complex, task-specific aspects of presenting numeric information in patient decision aids. METHODS As part of the International Patient Decision Aids Standards third evidence update, we gathered an expert panel of 9 international experts who revised and expanded the topics covered in the 2013 review working in groups of 2 to 3 to update the evidence, based on their expertise and targeted searches of the literature. The full panel then reviewed and provided additional revisions, reaching consensus on the final version. RESULTS Five of the 10 topics addressed more complex task-specific issues. We found strong evidence for using independent event rates and/or incremental absolute risk differences for the effect size of test and screening outcomes. Simple visual formats can help to reduce common judgment biases and enhance comprehension but can be misleading if not well designed. Graph literacy can moderate the effectiveness of visual formats and hence should be considered in tool design. There is less evidence supporting the inclusion of personalized and interactive risk estimates. DISCUSSION More complex numeric information. such as the size of the benefits and harms for decision options, can be better understood by using incremental absolute risk differences alongside well-designed visual formats that consider the graph literacy of the intended audience. More research is needed into when and how to use personalized and/or interactive risk estimates because their complexity and accessibility may affect their feasibility in clinical practice.
Collapse
Affiliation(s)
- Lyndal J Trevena
- Faculty of Medicine and Health, School of Public Health, The University of Sydney, Sydney, NSW, Australia.,Ask Share Know NHMRC Centre for Research Excellence, The University of Sydney, Australia
| | - Carissa Bonner
- Faculty of Medicine and Health, School of Public Health, The University of Sydney, Sydney, NSW, Australia.,Ask Share Know NHMRC Centre for Research Excellence, The University of Sydney, Australia
| | - Yasmina Okan
- Centre for Decision Research, University of Leeds, Leeds, UK
| | | | | | - Paul K J Han
- Center for Outcomes Research and Evaluation, Maine Medical Center Research Institute, Portland, ME, USA.,School of Medicine, Tufts University, Medford, MA, USA
| | | | - Danielle Timmermans
- Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, North Holland, The Netherlands
| | | |
Collapse
|
36
|
A review of uncertainty visualization errors: Working memory as an explanatory theory. PSYCHOLOGY OF LEARNING AND MOTIVATION 2021. [DOI: 10.1016/bs.plm.2021.03.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
37
|
Aronson PL, Politi MC, Schaeffer P, Fleischer E, Shapiro ED, Niccolai LM, Alpern ER, Bernstein SL, Fraenkel L. Development of an App to Facilitate Communication and Shared Decision-making With Parents of Febrile Infants ≤ 60 Days Old. Acad Emerg Med 2021; 28:46-59. [PMID: 32648270 DOI: 10.1111/acem.14082] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 06/21/2020] [Accepted: 07/07/2020] [Indexed: 01/20/2023]
Abstract
OBJECTIVES We aimed to develop and test a tool to engage parents of febrile infants ≤ 60 days of age evaluated in the emergency department (ED). The tool was designed to improve communication for all parents and to support shared decision-making (SDM) about whether to perform a lumbar puncture (LP) for infants 29 to 60 days of age. METHODS We conducted a multiphase development and testing process: 1) individual, semistructured interviews with parents and clinicians (pediatric and general emergency medicine [EM] physicians and pediatric EM nurses) to learn their preferences for a communication and SDM tool; 2) design of a "storyboard" of the tool with design impression testing; 3) development of a software application (i.e., app) prototype, called e-Care; and 4) usability testing of e-Care, using qualitative assessment and the system usability scale (SUS). RESULTS We interviewed 27 parents and 23 clinicians. Interviews revealed several themes, including that a communication tool should augment but not replace verbal communication; a Web-based format was preferred; and information about infections and testing, including the rationales for specific tests, would be valuable. We then developed separate versions of e-Care for infants ≤ 28 days and 29 to 60 days of age, in both English and Spanish. The e-Care app includes four sections: 1) homepage; 2) why testing is done; 3) what tests are done; and 4) what happens after testing, including a table for parents of infants 29 to 60 days of age to compare the risks/benefits of LP in preparation for an SDM conversation. Parents and clinicians reported that e-Care was understandable and helpful. The mean SUS score was 90.3 (95% confidence interval = 84 to 96.6), representing "excellent" usability. CONCLUSIONS The e-Care app is a useable and understandable tool to support communication and SDM with parents of febrile infants ≤ 60 days of age in the ED.
Collapse
Affiliation(s)
- Paul L. Aronson
- From the Department of PediatricsYale School of Medicine New HavenCTUSA
- the Department of Emergency Medicine Yale School of Medicine New Haven CTUSA
| | - Mary C. Politi
- the Department of Surgery Division of Public Health Sciences School of Medicine Washington University St. Louis MOUSA
| | - Paula Schaeffer
- From the Department of PediatricsYale School of Medicine New HavenCTUSA
| | - Eduardo Fleischer
- From the Department of PediatricsYale School of Medicine New HavenCTUSA
| | - Eugene D. Shapiro
- From the Department of PediatricsYale School of Medicine New HavenCTUSA
- the Department of Epidemiology of Microbial Diseases Yale School of Public Health Yale School of Public Health New Haven CTUSA
| | - Linda M. Niccolai
- the Department of Epidemiology of Microbial Diseases Yale School of Public Health Yale School of Public Health New Haven CTUSA
| | - Elizabeth R. Alpern
- the Department of Pediatrics, Division of Emergency Medicine Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine Chicago ILUSA
| | - Steven L. Bernstein
- the Department of Emergency Medicine Yale School of Medicine New Haven CTUSA
- and the Yale Center for Implementation Science Yale School of Medicine New Haven CTUSA
| | - Liana Fraenkel
- and the Department of Internal Medicine Yale School of Medicine New Haven CTUSA
| |
Collapse
|
38
|
Schubert T, Kern KU, Schneider S, Baron R. Oral or Topical Pain Therapy-How Would Patients Decide? A Discrete Choice Experiment in Patients with Peripheral Neuropathic Pain. Pain Pract 2020; 21:536-546. [PMID: 33342078 DOI: 10.1111/papr.12989] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 11/30/2020] [Accepted: 12/12/2020] [Indexed: 12/25/2022]
Abstract
To ensure an adequate pain therapy with high patient adherence, it is necessary to know and consider patient preferences. A discrete choice experiment was used to obtain patients' preferences regarding treatment with systemic or topical pain medication. Patients with peripheral neuropathic pain (pNP) were recruited in two pain-focused practices in Germany. To identify relevant attributes of topical or systemic pain medication, a literature review and face-to-face interviews with experts for pain treatment were conducted. The attributes used in the choice scenarios were noticeable onset of effect, time spent in medical office, risk of systemic and local side effects, and impairment of daily life with regard to sleep quality and sexuality. The model was estimated with a mixed multinomial logit regression model. The study included 153 participants suffering from moderate to severe pNP. Most important attributes from patient's perspective was noticeable onset of effect (odds ratio 2.141 [95% confidence interval 1.837 to 2.494]), followed by risk of systemic side effects (2.038 [1.731 to 2.400]) and risk of sexual dysfunction (1.839 [1.580 to 2.140]), while risk of local side effects regarding skin ranked fourth (1.612 [1.321 to 1.966]). The impairment of sleep quality was also significant but less important (1.556 [1.346 to 1.798]). Local side effects were more likely to be accepted than systemic side effects. The risk of sexual dysfunction as a side effect of treatment is very important for patients, although it has received little attention in the literature.
Collapse
Affiliation(s)
| | - Kai-Uwe Kern
- Institut für Schmerzmedizin/Schmerzpraxis, Wiesbaden, Germany
| | | | - Ralf Baron
- Klinik für Neurologie, Sektion Neurologische Schmerzforschung und -therapie, Kiel, Germany
| |
Collapse
|
39
|
Maschke A, Paasche-Orlow MK, Kressin NR, Schonberg MA, Battaglia TA, Gunn CM. Discussions of Potential Mammography Benefits and Harms among Patients with Limited Health Literacy and Providers: "Oh, There are Harms?". JOURNAL OF HEALTH COMMUNICATION 2020; 25:951-961. [PMID: 33455518 PMCID: PMC8062298 DOI: 10.1080/10810730.2020.1845256] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Starting breast cancer screening at age 40 versus 50 may increase potential harms frequency with a small mortality benefit. Younger women's screening decisions, therefore, may be complex. Shared decision-making (SDM) is recommended for women under 50 and may support women under 55 for whom guidelines vary. How women with limited health literacy (LHL) approach breast cancer screening decision-making is less understood, and most SDM tools are not designed with their input. This phenomenological study sought to characterize mammography counseling experiences among women with LHL and primary care providers (PCPs). Women ages 40-54 with LHL who had no history of breast cancer or mammogram within 9 months were approached before a primary care visit at a safety-net hospital. PCPs at this site were invited to participate. Qualitative interviews explored mammography counseling experiences. Patients also reviewed sample information materials. A constant comparison technique generated four themes salient to 25 patients and 20 PCPs: addressing family history versus comprehensive risk assessment; potential mammography harms discussions; information delivery preferences; and integrating pre-visit information tools. Findings suggest that current counseling techniques may not be responsive to patient-identified needs. Opportunities exist to improve how mammography information is shared and increase accessibility across the health literacy spectrum.
Collapse
Affiliation(s)
- Ariel Maschke
- Women's Health Interdisciplinary Research Center, Boston University School of Medicine, Boston, MA, USA
| | - Michael K Paasche-Orlow
- Department of Medicine, Section of General Internal Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Nancy R Kressin
- Department of Medicine, Section of General Internal Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Mara A Schonberg
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Tracy A Battaglia
- Women's Health Interdisciplinary Research Center, Boston University School of Medicine, Boston, MA, USA
| | - Christine M Gunn
- Women's Health Interdisciplinary Research Center, Boston University School of Medicine, Boston, MA, USA
- Department of Medicine, Section of General Internal Medicine, Boston University School of Medicine, Boston, MA, USA
- Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, MA, USA
| |
Collapse
|
40
|
Waters EA, Maki J, Liu Y, Ackermann N, Carter CR, Dart H, Bowen DJ, Cameron LD, Colditz GA. Risk Ladder, Table, or Bulleted List? Identifying Formats That Effectively Communicate Personalized Risk and Risk Reduction Information for Multiple Diseases. Med Decis Making 2020; 41:74-88. [PMID: 33106087 DOI: 10.1177/0272989x20968070] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Personalized medicine may increase the amount of probabilistic information patients encounter. Little guidance exists about communicating risk for multiple diseases simultaneously or about communicating how changes in risk factors affect risk (hereafter "risk reduction"). PURPOSE To determine how to communicate personalized risk and risk reduction information for up to 5 diseases associated with insufficient physical activity in a way laypeople can understand and that increases intentions. METHODS We recruited 500 participants with <150 min weekly of physical activity from community settings. Participants completed risk assessments for diabetes, heart disease, stroke, colon cancer, and breast cancer (women only) on a smartphone. Then, they were randomly assigned to view personalized risk and risk reduction information organized as a bulleted list, a simplified table, or a specialized vertical bar graph ("risk ladder"). Last, they completed a questionnaire assessing outcomes. Personalized risk and risk reduction information was presented as categories (e.g., "very low"). Our analytic sample (N = 372) included 41.3% individuals from underrepresented racial/ethnic backgrounds, 15.9% with vocational-technical training or less, 84.7% women, 43.8% aged 50 to 64 y, and 71.8% who were overweight/obese. RESULTS Analyses of covariance with post hoc comparisons showed that the risk ladder elicited higher gist comprehension than the bulleted list (P = 0.01). There were no significant main effects on verbatim comprehension or physical activity intentions and no moderation by sex, race/ethnicity, education, numeracy, or graph literacy (P > 0.05). Sequential mediation analyses revealed a small beneficial indirect effect of risk ladder versus list on intentions through gist comprehension and then through perceived risk (bIndirectEffect = 0.02, 95% confidence interval: 0.00, 0.04). CONCLUSION Risk ladders can communicate the gist meaning of multiple pieces of risk information to individuals from many sociodemographic backgrounds and with varying levels of facility with numbers and graphs.
Collapse
Affiliation(s)
- Erika A Waters
- Department of Surgery, Division of Public Health Sciences, Washington University in St. Louis, Saint Louis, MO, USA
| | - Julia Maki
- Department of Surgery, Division of Public Health Sciences, Washington University in St. Louis, Saint Louis, MO, USA
| | - Ying Liu
- Department of Surgery, Division of Public Health Sciences, Washington University in St. Louis, Saint Louis, MO, USA
| | - Nicole Ackermann
- Department of Surgery, Division of Public Health Sciences, Washington University in St. Louis, Saint Louis, MO, USA
| | - Chelsey R Carter
- Department of Surgery, Division of Public Health Sciences, Washington University in St. Louis, Saint Louis, MO, USA
| | - Hank Dart
- Department of Surgery, Division of Public Health Sciences, Washington University in St. Louis, Saint Louis, MO, USA
| | | | | | - Graham A Colditz
- Department of Surgery, Division of Public Health Sciences, Washington University in St. Louis, Saint Louis, MO, USA
| |
Collapse
|
41
|
Smith LE, Webster RK, Rubin GJ. A systematic review of factors associated with side-effect expectations from medical interventions. Health Expect 2020; 23:731-758. [PMID: 32282119 PMCID: PMC7495066 DOI: 10.1111/hex.13059] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Revised: 03/17/2020] [Accepted: 03/19/2020] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Fear of side-effects can result in non-adherence to medical interventions, such as medication and chemotherapy. Side-effect expectations have been identified as strong predictors of later perception of side-effects. However, research investigating predictors of side-effect expectations is disparate. OBJECTIVE To identify factors associated with side-effect expectations. SEARCH STRATEGY We systematically searched Embase, Ovid MEDLINE, Global Health, PsycARTICLES, PsycINFO, Web of Science and Scopus. INCLUSION CRITERIA Studies were included if they investigated associations between any predictive factor and expectations of side-effects from any medical intervention. DATA EXTRACTION AND SYNTHESIS We extracted information about participant characteristics, medication, rates of side-effects expected and predictors of side-effect expectations. Data were narratively synthesized. MAIN RESULTS We identified sixty-four citations, reporting on seventy-two studies. Predictors fell into five categories: personal characteristics, clinical characteristics, psychological traits and state, presentation format of information, and information sources used. Using verbal risk descriptors (eg 'common') compared to numerical descriptors (eg percentages), having lower quality of life or well-being, and currently experiencing symptoms were associated with increased side-effect expectations. DISCUSSION AND CONCLUSIONS Decreasing unrealistic side-effect expectations may lead to decreased experience of side-effects and increased adherence to medical interventions. Widespread communications about medical interventions should describe the incidence of side-effects numerically. Evidence suggests that clinicians should take particular care with patients with lower quality of life, who are currently experiencing symptoms and who have previously experienced symptoms from treatment. Further research should investigate different clinical populations and aim to quantify the impact of the media and social media on side-effect expectations.
Collapse
Affiliation(s)
- Louise E Smith
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | | | - G James Rubin
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| |
Collapse
|
42
|
Witt JK. The Precision-Bias Distinction for Evaluating Visual Decision Aids for Risk Perception. Med Decis Making 2020; 40:846-853. [PMID: 32715950 DOI: 10.1177/0272989x20943516] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Risk communication is critically important, for both patients and providers. However, people struggle to understand risks because there are inherent biases and limitations to reasoning under uncertainty. A common strategy to enhance risk communication is the use of decision aids, such as charts or graphs, that depict the risk visually. A problem with prior research on visual decision aids is that it used a metric of performance that confounds 2 underlying constructs: precision and bias. Precision refers to a person's sensitivity to the information, whereas bias refers to a general tendency to overestimate (or underestimate) the level of risk. A visual aid is effective for communicating risk only if it enhances precision or, once precision is suitably high, reduces bias. This article proposes a methodology for evaluating the effectiveness of visual decision aids. Empirical data further illustrate how the new methodology is a significant advancement over more traditional research designs.
Collapse
|
43
|
Housten AJ, Kamath GR, Bevers TB, Cantor SB, Dixon N, Hite A, Kallen MA, Leal VB, Li L, Volk RJ. Does Animation Improve Comprehension of Risk Information in Patients with Low Health Literacy? A Randomized Trial. Med Decis Making 2019; 40:17-28. [PMID: 31795820 DOI: 10.1177/0272989x19890296] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Introduction. Enhanced visual effects, like animation, have the potential to improve comprehension of probabilistic risk information, particularly for those with lower health literacy. We tested the effect of presentation format on comprehension of colorectal cancer (CRC) screening probabilities to identify optimal risk communication strategies. Methods. Participants from a community foodbank and a cancer prevention center were randomized to 1 of 3 CRC screening risk presentations. The presentations used identical content but varied in format: 1) video with animated pictographs, 2) video with static pictographs, and 3) audiobooklet with static pictographs. Participants completed pre- and postpresentation surveys. The primary outcome was knowledge of probability/risk information regarding CRC screening, calculated as total, verbatim, and gist scores. Results. In total, 187 participants completed the study and were included in this analysis. Median age was 58 years (interquartile range [IQR]: 14 years), most participants were women (63%), and almost half had a high school education or less (46%). Approximately one-quarter had inadequate health literacy (Short Test of Functional Health Literacy in Adults marginal/inadequate: 28%; Brief Health Literacy Screener low: 18%), and about half had low numeracy (Subjective Numeracy Scale low: 54%; Graphical Literacy Measure low: 50%). We found no significant differences in total, verbatim, or gist knowledge across presentation formats (all P > 0.05). Discussion. Use of an animated pictograph to communicate risk does not appear to augment or impede knowledge of risk information. Regardless of health literacy level, difficulty understanding pictographs presenting numerical information persists. There may be a benefit to teaching or priming individuals on how to interpret numerical information presented in pictographs before communicating risk using visual methods. Trial Registry: NCT02151032.
Collapse
Affiliation(s)
- Ashley J Housten
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Geetanjali R Kamath
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Therese B Bevers
- Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Scott B Cantor
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nickell Dixon
- Michigan Department of Health, Southern New Hampshire University, Lansing, MI, USA
| | - Andre Hite
- Department of Surgery, Baylor College of Medicine, Houston, TX, USA
| | - Michael A Kallen
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Viola B Leal
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Liang Li
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Robert J Volk
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| |
Collapse
|
44
|
Koonrungsesomboon N, Traivaree C, Tiyapsane C, Karbwang J. Improved parental understanding by an enhanced informed consent form: a randomized controlled study nested in a paediatric drug trial. BMJ Open 2019; 9:e029530. [PMID: 31772085 PMCID: PMC6887000 DOI: 10.1136/bmjopen-2019-029530] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVE This study was designed to evaluate the applicability and effectiveness of the enhanced informed consent form (ICF) methodology, proposed by the Strategic Initiative for Developing Capacity in Ethical Review (SIDCER), in paediatric research requiring parental consent. The objective of this study was to compare the parental understanding of information between the parents who read the SIDCER ICF and those who read the conventional ICF. DESIGN A prospective, randomized, controlled design. SETTING Paediatric Outpatients Department, Phramongkutklao Hospital, Thailand. PARTICIPANTS 210 parents of children with thalassemia (age=35.6 ± 13.1 years). INTERVENTIONS The parents were randomly assigned to read either the SIDCER ICF (n=105) or the conventional ICF (n=105) of a paediatric drug trial. PRIMARY AND SECONDARY OUTCOME MEASURES Parental understanding of trial information was determined using 24 scenario-based questions. The primary endpoint was the proportion of parents who obtained the understanding score of more than 80%, and the secondary endpoint was the total score. RESULTS Forty-five parents (42.9%) in the SIDCER ICF group and 29 parents (27.6%) in the conventional ICF group achieved the primary endpoint (relative risk=1.552, 95% CI 1.061 to 2.270, p=0.021). The total score of the parents in the SIDCER ICF group was significantly higher than the conventional ICF group (18.07±3.71 vs 15.98±4.56, p=0.001). CONCLUSIONS The SIDCER ICF was found to be superior to the conventional ICF in improving parental understanding of trial information.
Collapse
Affiliation(s)
- Nut Koonrungsesomboon
- Department of Pharmacology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Chanchai Traivaree
- Department of Pediatrics, Phramongkutklao Hospital and Phramongkutklao College of Medicine, Bangkok, Thailand
| | - Charnunnut Tiyapsane
- Department of Pediatrics, Phramongkutklao Hospital and Phramongkutklao College of Medicine, Bangkok, Thailand
| | - Juntra Karbwang
- Department of Clinical Product Development, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan
| |
Collapse
|
45
|
Frank L, Hueber S, van der Keylen P, Roos M. How confident are medical students about making clinical decisions relying on the evidence? A cross-sectional questionnaire study. GMS JOURNAL FOR MEDICAL EDUCATION 2019; 36:Doc84. [PMID: 31844656 PMCID: PMC6905364 DOI: 10.3205/zma001292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Figures] [Subscribe] [Scholar Register] [Received: 04/15/2018] [Revised: 02/26/2019] [Accepted: 03/08/2019] [Indexed: 06/10/2023]
Abstract
Objective: Giving information and providing advice on diagnostic tests is one of the tasks physicians must carry out personally. To do so, they must evaluate the evidence and integrate their findings into everyday practice. Clinical decisions should be based on evidence. How well current medical education prepares for such evidence-based clinical decision-making is largely unclear. Therefore, it was examined how confident medical students are in clinical decision-making based on evidence using epidemiological data. It was examined whether the decision-making confidence increases the higher the semester. Further questions were whether scientifically active medical students show higher decision-making confidence and whether the representation of figures as pictograms rather than tables positively influences the decision-making confidence. Methods: An online survey of the medical students of the Friedrich-Alexander-University Erlangen-Nürnberg was carried out. Respondents were presented with three clinical decision-making situations in random order for evaluation in the form of screening scenarios. In each case, the decision-making confidence also had to be specified. The scenarios contained only epidemiological data on existing screening tests. For each scenario, the numbers were presented as a table or a pictogram in a random fashion. In order to avoid false confidence resulting from preconceived opinions neither the illnesses nor the screening tests were mentioned by name. Results: Answers from 171 students were evaluated. Decision-making confidence in dealing with the numbers does not increase in higher semesters (rPearson =0.018, p=0.41). Scientific work is not associated with a higher decision-making confidence (t(169)=-1.26, p=0.11, d=-0.19). Presentation as a pictogram leads to a higher decision-making confidence compared to tables (Pictogram: M=2.33, SD=1.07, Table with numbers: M=2.64, SD=1.11, t(511)=3.21, p<0.01, d=0.28). Conclusions: Medical students from higher semesters show no higher decision-making confidence compared to medical students from lower semesters. Curricular events and scientific work, such as a doctoral thesis, do not seem to strengthen the required skills sufficiently. If evidence is presented in the form of pictograms, this seems to improve student confidence in decision-making.
Collapse
Affiliation(s)
- Luca Frank
- Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Allgemeinmedizinisches Institut, Erlangen, Germany
| | - Susann Hueber
- Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Allgemeinmedizinisches Institut, Erlangen, Germany
| | - Piet van der Keylen
- Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Allgemeinmedizinisches Institut, Erlangen, Germany
| | - Marco Roos
- Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Allgemeinmedizinisches Institut, Erlangen, Germany
| |
Collapse
|
46
|
Abstract
OBJECTIVES It is desirable that public preferences are established and incorporated in emergency healthcare reforms. The aim of this study was to investigate preferences for local versus centralised provision of all emergency medical services (EMS) and explore what individuals think are important considerations for EMS delivery. DESIGN A discrete choice experiment was conducted. The attributes used in the choice scenarios were: travel time to the hospital, waiting time to be seen, length of stay in the hospital, risks of dying, readmission and opportunity for outpatient care after emergency treatment at a local hospital. SETTING North East England. PARTICIPANTS Participants were a randomly sampled general population, aged 16 years or above recruited from Healthwatch Northumberland network database of lay members and from clinical contact with Northumbria Healthcare National Health Service Foundation Trust via Patient Experience Team. PRIMARY AND SECONDARY OUTCOME MEASURES Analysis used logistic regression modelling techniques to determine the preference of each attribute. Marginal rates of substitution between attributes were estimated to understand the trade-offs individuals were willing to make. RESULTS Responses were obtained from 148 people (62 completed a web and 86 a postal version). Respondents preferred shorter travel time to hospital, shorter waiting time, fewer number of days in hospital, low risk of death, low risk of readmission and outpatient follow-up care in their local hospital. However, individuals were willing to trade off increased travel time and waiting time for high-quality centralised care. Individuals were willing to travel 9 min more for a 1-day reduction in length of stay in the hospital, 38 min for a 1% reduction in risk of death and 112 min for having outpatient follow-up care at their local hospital. CONCLUSIONS People value centralised EMS if it provides higher quality care and are willing to travel further and wait longer.
Collapse
Affiliation(s)
- Nawaraj Bhattarai
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| | - Peter Mcmeekin
- Faculty of Health and Life Sciences, University of Northumbria at Newcastle, Newcastle upon Tyne, UK
| | | | - Luke Vale
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
| |
Collapse
|
47
|
McDowell M, Gigerenzer G, Wegwarth O, Rebitschek FG. Effect of Tabular and Icon Fact Box Formats on Comprehension of Benefits and Harms of Prostate Cancer Screening: A Randomized Trial. Med Decis Making 2019; 39:41-56. [PMID: 30799691 DOI: 10.1177/0272989x18818166] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Fact boxes employ evidence-based guidelines on risk communication to present benefits and harms of health interventions in a balanced and transparent format. However, little is known about their short- and long-term efficacy and whether designing fact boxes to present multiple outcomes with icon arrays would increase their efficacy. METHOD In study 1, 120 men (30-75 y) completed a lab study. Participants were randomly assigned to 1 of 3 fact box formats on prostate cancer screening: a tabular fact box with numbers, a fact box with numbers and icon array, and a fact box with numbers, separate icon arrays, and text to describe each benefit and harm. Comprehension of information (while materials were present) and short-term knowledge recall were assessed. Study 2 recruited an online sample of 244 German men (40-75 y). Participants were randomly assigned to 1 of the 3 fact box formats or widely distributed health information, and knowledge was assessed at baseline, shortly after presentation, and at 6-mo follow-up, along with comprehension while materials were present. RESULTS In both studies, comprehension and knowledge-recall scores were similar when comparing tabular and icon fact boxes. In the 6-mo follow-up, this positive effect on knowledge recall disappeared. Fact boxes increased knowledge relative to baseline but did not affect decision intentions or perceptions of having complete information to make decisions. CONCLUSIONS This study shows that fact boxes with and without icon arrays are equally effective at improving comprehension and knowledge recall over the short-term and are simple formats that can improve on current health information. Specifically, if fact boxes are used at the time or immediately before a decision is made, they promote informed decisions about prostate cancer screening.
Collapse
Affiliation(s)
- Michelle McDowell
- Harding Center for Risk Literacy, Max Planck Institute for Human Development, Berlin, Germany
| | - Gerd Gigerenzer
- Harding Center for Risk Literacy, Max Planck Institute for Human Development, Berlin, Germany
| | - Odette Wegwarth
- Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany
| | - Felix G Rebitschek
- Harding Center for Risk Literacy, Max Planck Institute for Human Development, Berlin, Germany
| |
Collapse
|
48
|
Lavelle TA, Messonnier M, Stokley S, Kim D, Ramakrishnan A, Gebremariam A, Simon NJE, Rose AM, Prosser LA. Use of a choice survey to identify adult, adolescent and parent preferences for vaccination in the United States. J Patient Rep Outcomes 2019; 3:51. [PMID: 31359289 PMCID: PMC6663948 DOI: 10.1186/s41687-019-0135-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 06/19/2019] [Indexed: 01/03/2023] Open
Abstract
Background Adult and adolescent vaccination rates are far below coverage targets in the United States. Our objective was to identify the most influential factors related to vaccine uptake among adults, adolescents, and parents of adolescents (parents) in the United States. Methods We used a fractional factorial design to create a binary choice survey to evaluate preferences for vaccination. The national survey was fielded to a sample of adults, adolescents ages 13–17 years, and parents, using a national probability-based online research panel in November 2015. Respondents were presented with 5 profiles of a hypothetical vaccine and asked in a series of questions whether they would accept each vaccine. We analyzed the binary choice data using logistic regression in STATA v13 (College Station, TX) to calculate the odds that a participant would choose to accept the vaccine. Results We received completed responses from 334 (51%) of 652 adults, 316 (21%) of 1516 adolescents, and 339 (33%) of 1030 parents. Respondents were generally representative of the U.S. population. Vaccine effectiveness was the most influential factor in the choice to vaccinate for all groups. Other most influential factors were primary care provider (PCP) recommendation and the out-of-pocket cost of the vaccine. Other factors such as risk of illness, risk of vaccine side effects, vaccination location, and time for vaccination were not important in the decision to get vaccinated. Conclusions Adults, adolescents, and parents are most sensitive to vaccine effectiveness, PCP recommendation, and out-of-pocket cost for vaccination in their decision to get vaccinated. Strong PCP recommendations that focus on vaccine effectiveness and health care policies that minimize out-of-pocket costs for vaccinations may increase vaccine uptake by adults and adolescents. Electronic supplementary material The online version of this article (10.1186/s41687-019-0135-0) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Tara A Lavelle
- Center for the Evaluation of Value and Risk in Health (CEVR), Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, 800 Washington St, Boston, MA, 02111, USA.
| | - Mark Messonnier
- National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA, 30329, USA
| | - Shannon Stokley
- National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA, 30329, USA
| | - David Kim
- National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA, 30329, USA
| | | | - Achamyeleh Gebremariam
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, Medical School, University of Michigan, 300 North Ingalls St, Ann Arbor, MI, 48109, USA
| | - Norma-Jean E Simon
- Ann and Robert H. Lurie Children's Hospital, 225 East Chicago Ave, Chicago, IL, 60611, USA
| | - Angela M Rose
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, Medical School, University of Michigan, 300 North Ingalls St, Ann Arbor, MI, 48109, USA
| | - Lisa A Prosser
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, Medical School, University of Michigan, 300 North Ingalls St, Ann Arbor, MI, 48109, USA.,Department of Health Management and Policy, School of Public Health, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109, USA
| |
Collapse
|
49
|
Developing a patient decision aid for women aged 70 and older with early stage, estrogen receptor positive, HER2 negative, breast cancer. J Geriatr Oncol 2019; 10:980-986. [PMID: 31130442 DOI: 10.1016/j.jgo.2019.05.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 04/16/2019] [Accepted: 05/03/2019] [Indexed: 11/23/2022]
Abstract
OBJECTIVES Since women ≥70 years with early stage, estrogen receptor positive (ER+), HER2 negative breast cancer face several preference-sensitive treatment decisions, the investigative team aimed to develop a pamphlet decision aid (DA) for such women. MATERIALS AND METHODS The content of the DA was informed by literature review, international criteria, and expert feedback, and includes information on benefits and risks of lumpectomy versus mastectomy, lymph node surgery, radiotherapy after lumpectomy, and endocrine therapy. It considers women's overall health and was written using low literacy principles. Women from two Boston-based hospitals who were diagnosed in the past 6-24 months were recruited to provide feedback on the DA and its acceptability. The DA was iteratively revised based on their qualitative input. RESULTS Of 48 eligible women contacted, 35 (73%) agreed to participate. Their mean age was 74.3 years; 33 (94%) were non-Hispanic white; and 24 (67%) were college graduates. Overall, 26 (74%) thought the length of the DA was just right, 29 (83%) thought all or most of the information was clear, 32 (91%) found the DA helpful, and 33 (94%) would recommend it. In open ended comments, participants noted that the DA was clear, well-organized, and would help women prepare for and participate in treatment decision-making. CONCLUSIONS The investigative team developed a novel breast cancer treatment DA that is acceptable to women ≥70 years with a history of ER+, HER2-, early stage breast cancer. Next, the DA's efficacy needs to be tested with diverse older women newly diagnosed with breast cancer.
Collapse
|
50
|
Aronson PL, Schaeffer P, Fraenkel L, Shapiro ED, Niccolai LM. Physicians' and Nurses' Perspectives on the Decision to Perform Lumbar Punctures on Febrile Infants ≤8 Weeks Old. Hosp Pediatr 2019; 9:405-414. [PMID: 31113814 DOI: 10.1542/hpeds.2019-0002] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
OBJECTIVES There is wide variation in the decision of whether to perform lumbar punctures (LPs) on well-appearing febrile infants ≤8 weeks old. Our objectives were to identify factors that influence that decision and the barriers and facilitators to shared decision-making about LP with parents of febrile infants. METHODS We conducted semistructured interviews with 15 pediatric and general emergency medicine physicians and 8 pediatric emergency medicine nurses at an urban, academic medical center. Through interviews, we assessed physicians' practices and physicians' and nurses' perspectives about communication and decision-making with parents of febrile infants. Two researchers independently reviewed the transcripts, coded the data using the constant comparative method, and identified themes. RESULTS Five themes emerged for factors that influence physicians' decisions about whether to perform an LP: (1) the age of the infant; (2) the physician's clinical experience; (3) the physician's use of research findings; (4) the physician's values, particularly risk aversion; and (5) the role of the primary care pediatrician. Barriers and facilitators to shared decision-making identified by physicians and by nurses included factors related to their perceptions of parents' understanding and acceptance of risks, parents' emotions, physicians' assessment of whether there is clinical equipoise, and availability of follow-up with the primary care pediatrician. CONCLUSIONS Differences in physicians' values, use of research findings, and clinical experience likely contribute to decisions of whether to perform an LP on well-appearing febrile infants. Incorporation of parents' preferences through shared decision-making may be indicated, although there are barriers that would need to be overcome.
Collapse
Affiliation(s)
| | | | - Liana Fraenkel
- Internal Medicine, Yale School of Medicine and.,VA Connecticut Healthcare System, West Haven, Connecticut
| | - Eugene D Shapiro
- Departments of Pediatrics.,Department of Epidemiology of Microbial Diseases, Yale School of Public Health, Yale University, New Haven, Connecticut; and
| | - Linda M Niccolai
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, Yale University, New Haven, Connecticut; and
| |
Collapse
|