F Reed Johnson, Wiktor Adamowicz, Catharina Groothuis-Oudshoorn
{"title":"What Can Discrete-Choice Experiments Tell Us about Patient Preferences? An Introduction to Quantitative Analysis of Choice Data.","authors":"F Reed Johnson, Wiktor Adamowicz, Catharina Groothuis-Oudshoorn","doi":"10.1007/s40271-024-00705-7","DOIUrl":"10.1007/s40271-024-00705-7","url":null,"abstract":"<p><p>This paper provides an introduction to statistical analysis of choice data using example data from a simple discrete-choice experiment (DCE). It describes the layout of the analysis dataset, types of variables contained in the dataset, and how to identify response patterns in the data indicating data quality. Model-specification options include linear models with continuous attribute levels and non-linear continuous and categorical attribute levels. Advantages and disadvantages of conditional logit, mixed logit, and latent-class analysis are discussed and illustrated using the example DCE data. Readers are provided with links to various software programs for analyzing choice data. References are provided on topics for which there currently is limited consensus and on more advanced techniques to guide readers interested in exploring choice-modeling challenges in greater depth. Supplementary materials include the simulated example data used to illustrate modeling approaches, together with R and Matlab code to reproduce the estimates shown.</p>","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141762488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Niek Mouter, Tom Geijsen, Aylin Munyasya, Jose Ignacio Hernandez, Daniel Korthals, Marijn Stok, Ellen Uiters, Marijn de Bruin
{"title":"Preferences for the Societal Impacts of a Pandemic when it Transitions into an Endemic: A Discrete Choice Experiment.","authors":"Niek Mouter, Tom Geijsen, Aylin Munyasya, Jose Ignacio Hernandez, Daniel Korthals, Marijn Stok, Ellen Uiters, Marijn de Bruin","doi":"10.1007/s40271-024-00701-x","DOIUrl":"https://doi.org/10.1007/s40271-024-00701-x","url":null,"abstract":"<p><strong>Background: </strong>The stage of the pandemic significantly affects people's preferences for (the societal impacts of) COVID-19 policies. No discrete choice experiments were conducted when the COVID-19 pandemic was in a transition phase.</p><p><strong>Objectives: </strong>This is the first study to empirically investigate how citizens weigh the key societal impacts of pandemic policies when the COVID-19 pandemic transitions into an endemic.</p><p><strong>Methods: </strong>We performed two discrete choice experiments among 2181 Dutch adults that included six attributes: COVID-19 deaths, physical health problems, mental health problems, financial problems, surgery delays and the degree to which individual liberties are restricted. We used latent class choice models to identify heterogeneous preferences for the impacts of COVID-19 measures across different groups of respondents.</p><p><strong>Results: </strong>A large majority of the participants in this study was willing to accept deaths to avoid that citizens experience physical complaints, mental health issues, financial problems and the postponement of surgeries. The willingness to tolerate COVID-19 deaths to avoid these societal impacts differed substantially between participants. When participants were provided with information about the stringency of COVID-19 measures, they assigned relatively less value to preventing the postponement of non-urgent surgeries for 1-3 months across all classes.</p><p><strong>Conclusions: </strong>Having gone through a pandemic, most Dutch citizens clearly prefer pandemic policies that consider citizens' financial situations, physical problems, mental health problems and individual liberties, alongside the effects on excess mortality and pressure on healthcare.</p>","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141560311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Susan dosReis, Dafne Espinal Pena, Alexandra Fincannon, Emily F Gorman, Alejandro Amill-Rosario
{"title":"Discrete Choice Experiments to Elicit Patient Preferences for the Treatment of Major Depressive Disorder: A Systematic Review.","authors":"Susan dosReis, Dafne Espinal Pena, Alexandra Fincannon, Emily F Gorman, Alejandro Amill-Rosario","doi":"10.1007/s40271-024-00706-6","DOIUrl":"https://doi.org/10.1007/s40271-024-00706-6","url":null,"abstract":"<p><strong>Background: </strong>Individual preferences for treatment options for major depressive disorder can impact therapeutic decision making, adherence, and ultimately outcomes.</p><p><strong>Objectives: </strong>This systematic review of discrete choice experiments (DCEs) on patient preferences for major depressive disorder treatment assessed the range of DCE applications in major depressive disorder to document patient stakeholder involvement in DCE development and to identify the relative importance of treatment attributes.</p><p><strong>Methods: </strong>We searched MEDLINE via Ovid (1946-present), EMBASE (Elsevier interface), Cochrane Central Register of Controlled Trials (Wiley interface), and PsycINFO (EBSCO interface) databases on 29 May, 2024. Covidence software facilitated the review, which four members completed independently. The review was conducted in two phases: title and abstract and then a full-text review. We used an established quality reporting tool to evaluate selected articles. The Covidence extraction tool was adapted for this study.</p><p><strong>Results: </strong>A total of 19 articles were included in this review. Most studies elicited preferences for depression treatment (63.2%) and care delivery (10.5%). Two assessed willingness to pay. Individuals prefer a combination of medicine and counseling over each treatment alone. Treatment efficacy, relapse prevention, and symptom relief were among the most important attributes. Individuals were willing to accept larger risks to achieve symptom improvement. Few studies examined preference heterogeneity with latent subgroups.</p><p><strong>Conclusions: </strong>Discrete choice experiments for major depressive disorder treatment preferences enable an assessment of trade-offs for first-line therapeutic options. Patient stakeholders are infrequently involved as collaborators in the DCE development. Few examined preference heterogeneity among subgroups.</p>","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141538911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lilly Sophia Brandstetter, Steffi Jírů-Hillmann, Stefan Störk, Peter Ulrich Heuschmann, Achim Wöckel, Jens-Peter Reese
{"title":"Differences in Preferences for Drug Therapy Between Patients with Metastatic Versus Early-Stage Breast Cancer: A Systematic Literature Review.","authors":"Lilly Sophia Brandstetter, Steffi Jírů-Hillmann, Stefan Störk, Peter Ulrich Heuschmann, Achim Wöckel, Jens-Peter Reese","doi":"10.1007/s40271-024-00679-6","DOIUrl":"10.1007/s40271-024-00679-6","url":null,"abstract":"<p><strong>Introduction: </strong>Compared with early stages (eBC) metastatic BC (mBC) is incurable. In mBC, aggressive treatment may increase the duration of survival but may also cause severe treatment side effects. A better understanding how patients with BC value different aspects of drug therapy might improve treatment effectiveness, satisfaction and adherence. This systematic review aims to identify and summarise studies evaluating patient preferences for drug therapy of BC and to compare preferences of patients with eBC and mBC.</p><p><strong>Methods: </strong>The systematic review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The electronic databases PubMed and Web of Science were searched on 22 June 2023. All studies published to this point were considered. Original studies reporting patient preferences on BC drug therapy determined by any type of choice experiment were eligible. A narrative synthesis of the effect measures presented as relative importance ratings, trade-offs (required benefit to make a therapy worthwhile) or monetary values of the treatment attributes was reported for each study. Risk of bias assessment for individual studies was performed using the checklist for observational studies from the STROBE Statement and the checklist from 'Conducting Discrete Choice Experiments to Inform Healthcare Decision Making: A User's Guide'. The study protocol was registered at the PROSPERO database (CRD42022377031).</p><p><strong>Results: </strong>A total of 34 studies met the inclusion criteria were included in the analysis evaluating the preferences of patients with eBC (n = 18), mBC (n = 10) or any stage BC (n = 6) on, for example, chemotherapy, endocrine therapy, hormonal therapy or CKD4/6-inhibitors using different types of choice experiments. Regardless of the stage, most patients valued treatment effectiveness in terms of survival gains higher than potential adverse drug reactions (ADRs). Treatment cost, mode of administration, treatment regimen and monitoring aspects were considered as least important treatment attributes. In addition, preferences concerning 16 different types of ADRs were described, showing high heterogeneity within BC stages. Yet, comparable results across BC stages were observed.</p><p><strong>Conclusions: </strong>Regardless of the stage, patients with BC consistently valued survival gains as the most important attribute and were willing to accept the risk of potential ADRs. Incorporating patient preferences in shared decision making may improve the effectiveness of interventions by enhancing adherence to drug therapy in patients suffering from BC.</p>","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":" ","pages":"349-362"},"PeriodicalIF":3.4,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11190003/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140050922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Deborah A Marshall, Nitya Suryaprakash, Danielle C Lavallee, Tamara L McCarron, Sandra Zelinsky, Karis L Barker, Gail MacKean, Maria J Santana, Paul Moayyedi, Stirling Bryan
{"title":"Studying How Patient Engagement Influences Research: A Mixed Methods Study.","authors":"Deborah A Marshall, Nitya Suryaprakash, Danielle C Lavallee, Tamara L McCarron, Sandra Zelinsky, Karis L Barker, Gail MacKean, Maria J Santana, Paul Moayyedi, Stirling Bryan","doi":"10.1007/s40271-024-00685-8","DOIUrl":"10.1007/s40271-024-00685-8","url":null,"abstract":"<p><strong>Background: </strong>There is evidence supporting the value of patient engagement (PE) in research to patients and researchers. However, there is little research evidence on the influence of PE throughout the entire research process as well as the outcomes of research engagement. The purpose of our study is to add to this evidence.</p><p><strong>Methods: </strong>We used a convergent mixed method design to guide the integration of our survey data and observation data to assess the influence of PE in two groups, comprising patient research partners (PRPs), clinicians, and researchers. A PRP led one group (PLG) and an academic researcher led the other (RLG). Both groups were given the same research question and tasked to design and conduct an inflammatory bowel disease (IBD)-related patient preference study. We administered validated evaluation tools at three points and observed PE in the two groups conducting the IBD study.</p><p><strong>Results: </strong>PRPs in both groups took on many operational roles and influenced all stages of the IBD-related qualitative study: launch, design, implementation, and knowledge translation. PRPs provided more clarity on the study design, target population, inclusion-exclusion criteria, data collection approach, and the results. PRPs helped operationalize the project question, develop study material and data collection instruments, collect data, and present the data in a relevant and understandable manner to the patient community. The synergy of collaborative partnership resulted in two projects that were patient-centered, meaningful, understandable, legitimate, rigorous, adaptable, feasible, ethical and transparent, timely, and sustainable.</p><p><strong>Conclusion: </strong>Collaborative and meaningful engagement of patients and researchers can influence all stages of qualitative research including design and approach, and outputs.</p>","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":" ","pages":"379-395"},"PeriodicalIF":3.4,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11189989/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140137507","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jennifer Drahos, Adriana Boateng-Kuffour, Melanie Calvert, Laurice Levine, Neelam Dongha, Nanxin Li, Zahra Pakbaz, Farrukh Shah, Antony P Martin
{"title":"Health-Related Quality-of-Life Impacts Associated with Transfusion-Dependent β-Thalassemia in the USA and UK: A Qualitative Assessment.","authors":"Jennifer Drahos, Adriana Boateng-Kuffour, Melanie Calvert, Laurice Levine, Neelam Dongha, Nanxin Li, Zahra Pakbaz, Farrukh Shah, Antony P Martin","doi":"10.1007/s40271-024-00678-7","DOIUrl":"10.1007/s40271-024-00678-7","url":null,"abstract":"<p><strong>Background: </strong>Individuals living with transfusion-dependent β-thalassemia (TDT) experience reduced health-related quality of life due to fatigue and chronic pain, which cause disruptions to daily life. Currently, limited qualitative data exist that describe these impacts.</p><p><strong>Objective: </strong>This study aimed to examine the ways in which symptoms and current treatments of TDT impact health-related quality of life, to holistically describe the humanistic burden of TDT, and to identify the unmet needs of individuals living with TDT.</p><p><strong>Methods: </strong>Adults (aged ≥ 18 years) with TDT and caregivers of adolescents (aged 12‒17 years) with TDT participated in semi-structured one-on-one virtual interviews and focus group discussions. Interviews were conducted in the USA and UK and lasted approximately 60 minutes. After transcription, the interviews were analyzed thematically using a framework approach.</p><p><strong>Results: </strong>A total of ten interviews/focus group discussions (six interviews and four focus group discussions) were conducted with 14 adults with TDT and two caregivers of adolescents with TDT. A framework analysis revealed five themes describing health-related quality of life (negative impacts on daily activities, social life, family life, work and education, and psychological well-being) and three themes describing the lived experience of TDT (impact of red blood cell transfusions and iron chelation therapy, treatment, and stigma). Physical, psychological, and treatment-related factors contributed to negative impacts on daily activities, social and family life, and work and education. Concerns about reduced lifespan, relationships and family planning, and financial independence were detrimental to participants' mental well-being. Participants reported having high resilience to the many physical and psychological challenges of living with TDT. A lack of TDT-specific knowledge among healthcare professionals, particularly regarding chronic pain associated with the disease, left some participants feeling ignored or undermined. Additionally, many participants experienced stigma and were reluctant to disclose their disease to others.</p><p><strong>Conclusions: </strong>Individuals living with TDT experience substantial negative impacts on health-related quality of life that disrupt their daily lives, disruptions that are intensified by inadequate healthcare interactions, demanding treatment schedules, and stigma. Our study highlights the unmet needs of individuals living with TDT, especially for alternative treatments that reduce or eliminate the need for red blood cell transfusions and iron chelation therapy.</p>","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":" ","pages":"421-439"},"PeriodicalIF":3.4,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11189963/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140295255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jamie L Waterland, Cassandra Beer, Rowan Forbes Shepherd, Laura E Forrest
{"title":"Exploring Consumers' Motivations and Experiences of Engaging as Partners in Cancer Research.","authors":"Jamie L Waterland, Cassandra Beer, Rowan Forbes Shepherd, Laura E Forrest","doi":"10.1007/s40271-023-00667-2","DOIUrl":"10.1007/s40271-023-00667-2","url":null,"abstract":"<p><strong>Background and objective: </strong>Consumer engagement improves research quality and relevance but can be difficult to implement. This study aimed to explore the motivations and understand the barriers, if any, experienced by consumers before and when partnering with cancer research teams.</p><p><strong>Methods: </strong>Semi-structured interviews were conducted with consumers and the results analysed thematically. Two groups were recruited: consumers who were members of the consumer registry and patients who did not have previous experience of being a consumer in a researcher partnership.</p><p><strong>Results: </strong>Twenty-one interviews were conducted with a total of 22 participants aged between 26 and 74 years. Consumers motivation was driven by altruism to help others and personal benefits. Barriers to beginning and maintaining consumer engagement included consumers' perceptions of being appreciated by researchers and meaningful communication between researchers and consumers.</p><p><strong>Conclusions: </strong>Australian policy has made important steps towards consumer engagement in research. This study showed that demonstrating an appreciation for consumers and effective communication are key areas to consider when designing implementation strategies of these policies in the cancer research space in the future.</p>","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":" ","pages":"471-479"},"PeriodicalIF":3.4,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11189992/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139944614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kathleen Beusterien, Oliver Will, Emuella Flood, Susan McCutcheon, deMauri S Mackie, Stella Mokiou
{"title":"A Novel Approach to Computing Preference Estimates for Different Treatment Pathways: An Application in Oncology.","authors":"Kathleen Beusterien, Oliver Will, Emuella Flood, Susan McCutcheon, deMauri S Mackie, Stella Mokiou","doi":"10.1007/s40271-024-00680-z","DOIUrl":"10.1007/s40271-024-00680-z","url":null,"abstract":"<p><strong>Background: </strong>Patients with cancer may progress through multiple treatments with differing adverse effect profiles. Moreover, pathways may be fixed or flexible in allowing for escalation or de-escalation of treatment depending on interim outcomes. We sought to develop a methodology capable of estimating preferences for the entirety of a pathway involving a sequence of different treatments.</p><p><strong>Methods: </strong>Patients with early breast cancer completed an online discrete choice experiment to assess preferences for eight key early breast cancer attributes. Hierarchical Bayesian modeling was used to calculate attribute-level preference weights. Preference weights for hypothetical pathways were estimated by summing the respective weights for efficacy, flexible or fixed pathway, duration, administration regimen, and adverse event risk, the last two of which were time-adjusted by multiplying each weight by the proportion of time spent on a selected treatment.</p><p><strong>Results: </strong>Increases in the risk of a serious adverse event were most influential in treatment pathway preferences, followed by increases in efficacy and decreases in overall pathway duration. Patients preferred a flexible pathway versus a fixed pathway. Pathway preference estimates fluctuated in a logically consistent manner. Switching from a flexible to a fixed pathway yielded a significantly lower pathway preference. For this same pathway, when adjuvant treatment was replaced with a treatment with a more favorable toxicity profile and shorter duration, it offset the negative impact of the more toxic neoadjuvant chemotherapy.</p><p><strong>Conclusions: </strong>This novel methodology accounts for patient preference throughout a sequence of treatments, allowing for comparison of preferences across complex treatment pathways.</p>","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":" ","pages":"397-406"},"PeriodicalIF":3.4,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11189976/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140141102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"What Breast Cancer Screening Program do Rural Women Prefer? A Discrete Choice Experiment in Jiangsu, China.","authors":"Yanjun Sun, Yiping Wang, Huiying Zhang, Zhiqing Hu, Yuhao Ma, Yuan He","doi":"10.1007/s40271-024-00684-9","DOIUrl":"10.1007/s40271-024-00684-9","url":null,"abstract":"<p><strong>Background: </strong>Chinese rural women aged 35-64 years are encouraged to complete breast cancer screening (BCS) free of charge. However, it is challenging to reach a satisfying BCS uptake rate. In this study, rural women's preferences and preferences heterogeneity were measured for the development of strategies to enhance participation in BCS.</p><p><strong>Methods: </strong>A cross-sectional survey with a discrete choice experiment (DCE) was conducted via convenience sampling via face-to-face interviews in Jiangsu, China. Six DCE attributes were identified through a systematic literature review; our previous study of Chinese rural women's BCS intentions; a qualitative work involving in-depth interviews with rural women (n = 13), medical staff (n = 4), and health care managers (n = 2); and knowledge of realistic and actionable policy. The D-efficient design was generated using Ngene 1.3.0. A mixed logit model (MXL) in Stata 18.0 was used to estimate the main effect of attribute levels on rural women's preferences. The relative importance and willingness to utilize BCS services (WTU) were also estimated. The heterogeneous preferences were analyzed by a latent class model (LCM). Sociodemographic status was used to predict the characteristics of class membership. The WTU for different classes was also calculated.</p><p><strong>Results: </strong>A total of 451 rural women, aged 35-64 years, were recruited. The MXL results revealed that the screening interval (SI) was the most important attribute for rural women with regard to utilizing BCS services, followed by the level of screening, the attitude of medical staff, ways to get knowledge and information, people who recommend screening, and time spent on screening (TSS). Rural women preferred a BCS service with a shorter TSS; access to knowledge and information through multiple approaches; a shorter SI; a recommendation from medical staff or workers from the village or community, and others; the enthusiasm of medical staff; and medical staff with longer tenures in the field. Two classes named \"process driven\" and \"efficiency driven\" were identified by the preference heterogeneity analysis of the LCM.</p><p><strong>Conclusion: </strong>There is a higher uptake of breast cancer screening when services are tailored to women's preferences. The screening interval was the most important attribute for rural women in China with a preference for a yearly screening interval versus longer intervals.</p>","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":" ","pages":"363-378"},"PeriodicalIF":3.6,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140133220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anne L R Schuster, Norah L Crossnohere, Eric Adjei Boakye, Rebekah Angove, Billie Baldwin, Esteban A Barreto, Ronald C Chen, Theresa W Gillespie, Betty Hamilton, Nadine Jackson McCleary, Maimah Karmo, Tara Kaufmann, William Lee, Vikas Mehta, Larissa Meyer, Kriti Mittal, Leah Owens, Rachel Peterson, Andrea Pusic, Anne Marie Rainey, Angelique Richardson, Lauren Shapiro, Bethany Sibbitt, Cardinale Smith, Mary Vargo, Andrew Vickers, Michael Brundage, Claire Snyder
{"title":"A Framework to Promote Implementation of Patient-Reported Outcomes in Institutions Caring for Vulnerable and Underserved Cancer Populations.","authors":"Anne L R Schuster, Norah L Crossnohere, Eric Adjei Boakye, Rebekah Angove, Billie Baldwin, Esteban A Barreto, Ronald C Chen, Theresa W Gillespie, Betty Hamilton, Nadine Jackson McCleary, Maimah Karmo, Tara Kaufmann, William Lee, Vikas Mehta, Larissa Meyer, Kriti Mittal, Leah Owens, Rachel Peterson, Andrea Pusic, Anne Marie Rainey, Angelique Richardson, Lauren Shapiro, Bethany Sibbitt, Cardinale Smith, Mary Vargo, Andrew Vickers, Michael Brundage, Claire Snyder","doi":"10.1007/s40271-024-00703-9","DOIUrl":"https://doi.org/10.1007/s40271-024-00703-9","url":null,"abstract":"","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141441094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}