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Keuper K, England AE, Shah RC, Quinn TV, Gerhart J, Greenberg JA. Surrogate and Physician Decision Making for Mechanically Ventilated Patients According to Expected Patient Outcome. J Palliat Med 2021; 25:907-914. [PMID: 34964669 DOI: 10.1089/jpm.2021.0348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: Surrogates and physicians may differ in their priorities and perspectives when making decisions for incapacitated, critically ill patients. Objectives: To determine the extent to which surrogate and physician decisions to sustain life support are associated with their expectations for patient outcomes. Setting/Subjects: Surrogates and physicians of 100 mechanically ventilated patients at an academic, tertiary care medical center in the United States were surveyed. Measurements: Linear regression was used to determine if participant expectations for patient survival, good quality of life, and confidence in these expectations were associated with their agreement that mechanical ventilation should be continued if required for patient survival. Results: Surrogates were more likely than physicians to expect that patients would be alive in three months (91% interquartile range [IQR 70-95%] vs. 65% [IQR 43-77%], p < 0.001) and have good quality of life in three months (71% [IQR 50-90%] vs. 40% [IQR 19-50%], p < 0.001). Surrogates who were most confident in their prognostic abilities were also the most optimistic for good patient outcomes. As such, expectations for patient survival and good quality of life were not associated with level agreement that mechanical ventilation should be continued among confident surrogates, (R2 = 0.03, p = 0.13) and (R2 = 0.01, p = 0.53), respectively. In contrast, among physicians, confidence was not synonymous with optimism. Instead, the significant associations between expectations for patient survival and good quality of life with the agreement that mechanical ventilation should be continued were strengthened when physicians were confident, (R2 = 0.34, p < 0.01) and (R2 = 0.47, p < 0.001), respectively. Conclusion: Surrogates and physicians have different approaches to incorporating their expectations for patient prognosis and their confidence in these expectations when they are making decisions for incapacitated critically ill patients.
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Affiliation(s)
- Kevin Keuper
- Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Ashley Eaton England
- Department of Psychology, Central Michigan University, Mount Pleasant, Michigan, USA
| | - Raj C Shah
- Department of Family Medicine and the Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA
| | - Thomas V Quinn
- Division of Pulmonary and Critical Care Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - James Gerhart
- Department of Psychology, Central Michigan University, Mount Pleasant, Michigan, USA.,Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Jared A Greenberg
- Division of Pulmonary and Critical Care Medicine, Rush University Medical Center, Chicago, Illinois, USA
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Defining Familial Interactions and Networks: An Exploratory Qualitative Study on Family Networks and Surrogate Decision-Making. Crit Care Explor 2021; 3:e0504. [PMID: 34345829 PMCID: PMC8323795 DOI: 10.1097/cce.0000000000000504] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Supplemental Digital Content is available in the text. OBJECTIVES: To characterize patient preferences for medical surrogate decision-makers in the ICU to capture the complexity of decision-making preferences and highlight potential conflicts between patients’ preferences and clinicians’ surrogate decision-maker identification in usual clinical practice. DESIGN: Prospective qualitative cross-sectional study. SETTING: Two ICUs in a quaternary referral center in the eastern United States. PATIENTS: Convenience sample of patients admitted to the ICU and their family members. INTERVENTION: None. MEASUREMENTS AND MAIN RESULTS: Twenty-six patient-family-clinician units were interviewed. Men were three times more likely than women to have a legally appointed decision-maker that matched their preferred decision-maker as expressed in the interview. Patients who were married or in a long-term relationship were the most consistent group of respondents, with 94% of them selecting their spouse or partner as the preferred decision-maker. The most common reasons for selecting a surrogate decision-maker were intangible themes such as feeling “known” by that person rather than having prior discussions about specific wishes or advance directives. CONCLUSIONS: Asking about a patient’s familial network and qualities they value in a surrogate decision-maker may aid ICU teams in honoring patients’ wishes for surrogate decision-making. This may be an important supplement to accepted legal hierarchies for proxy decision-makers and advance directive documents. Further studies with larger sample sizes could be used to shed light on the nuances of familial and relationship networks of a more diverse population of respondents.
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Ries N, Mansfield E. Advance Research Directives: Dementia Researchers' Views on a Prototype Directive and Implementation Strategies. Ethics Hum Res 2021; 43:10-25. [PMID: 34019338 DOI: 10.1002/eahr.500091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Advance research directives (ARDs) enable people to document preferences for future research participation in the event of incapacity. This article reports on interviews with 11 dementia researchers in Australia that focused on the content of a prototype ARD and processes for making and using ARDs. Participants agreed that an ARD template should provide information to explain research and the rationale for making a directive, allow the person to nominate trusted individuals to be involved in future decisions, and record the person's general willingness or unwillingness to be involved in research. Providing a list of various research activities elicits preferences and risk tolerances in more detail. Priority groups for ARD implementation include people with a diagnosis involving progressive cognitive impairment and people interested in research. Researchers and health and legal professionals have a role in promoting ARDs. Our findings suggest that, as a voluntary strategy, ARDs could promote appropriate inclusion in research.
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Affiliation(s)
- Nola Ries
- Professor of the Faculty of Law at the University of Technology Sydney
| | - Elise Mansfield
- Research associate of the Faculty of Health and Medicine at the University of Newcastle, Australia, and Hunter Medical Research Institute
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Raven-Gregg T, Wood F, Shepherd V. Effectiveness of participant recruitment strategies for critical care trials: A systematic review and narrative synthesis. Clin Trials 2021; 18:436-448. [PMID: 33530728 DOI: 10.1177/1740774520988678] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Critical care trials are limited by problems with participant recruitment, and little is known about the most effective ways to enhance trial participation. Despite clinical research improving in the past decades within intensive care, participant recruitment remains a challenge. Not all eligible patients are identified, and opportunities for enrolment into clinical trials are often missed. Interventions to facilitate recruitment need to be identified to improve trial conduct in the critical care environment. Therefore, we aimed to establish the effectiveness of recruitment strategies in critical care trials in order to inform future research practice. METHODS Databases including MEDLINE, Embase, CINAHL and PsycINFO were searched for English language papers from inception to February 2020. The objectives were to: (1) establish the effectiveness of recruitment strategies and (2) recommend how effective recruitment strategies can inform research practice. Two reviewers independently assessed papers for inclusion and critically appraised the quality of the studies. Discrepancies were discussed within the research team. Relevant data were extracted and thematically coded into five overarching themes using a narrative synthesis approach. The review was prospectively registered on PROSPERO (CRD42019160519). RESULTS The search resulted in 2509 initially identified articles, with 15 that met the inclusion criteria. Articles reported a combination of quantitative, mixed methods and qualitative studies and a range of low-, moderate- and high-quality studies. Although, in-keeping with narrative synthesis approaches, none were excluded based on methodological quality. Five themes were identified relating to: patient eligibility identification, who provides information and seeks consent, resource limitations, research culture or environment and the consent model used. The relative success of recruitment strategies was dependent upon the experience and availability of the staff involved in the approach, trial design, the application of the strategy to the specific intensive care environment, the acceptability of the recruitment and consent models used, and the efficiency of the recruitment procedures. Opportunities for consent were missed in a proportion of eligible patients in most studies, suggesting that clinicians may avoid recruiting more complex patients or in more complex situations and that further development of strategies is needed. CONCLUSION More effective recruitment strategies are required to enhance recruitment and the representativeness of the patient sample obtained in critical care trials, in order to expand the evidence base for treatments in this field. Greater focus is needed on assessing the performance of different recruitment strategies within different types of studies and critical care research environments. Future research should explore key stakeholders' experiences of, and attitudes towards, recruitment and establish the most important and feasible modifiable barriers to recruitment.
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Affiliation(s)
| | - Fiona Wood
- School of Medicine, Cardiff University, Cardiff, UK
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Shepherd V. Advances and challenges in conducting ethical trials involving populations lacking capacity to consent: A decade in review. Contemp Clin Trials 2020; 95:106054. [PMID: 32526281 PMCID: PMC7832147 DOI: 10.1016/j.cct.2020.106054] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 05/21/2020] [Accepted: 06/03/2020] [Indexed: 01/28/2023]
Abstract
Informed consent is an essential requirement prior to clinical trial participation, however some 'vulnerable' groups, such as people with cognitive impairments and those in medical emergency situations, may lack decisional capacity to consent. This raises ethical and practical challenges when designing and conducting clinical trials involving these populations, who are frequently excluded as a result. Despite recent advances in improving informed consent processes, there has been far less attention paid to the enrolment of adults lacking capacity. Exclusion criteria are an important determinant of the external validity of clinical trial results. The exclusion of these populations, and consent-based recruitment biases which arise from the challenges of identifying and involving surrogate decision-makers, leads to trials which are not representative of the clinical population. This article discusses the involvement of adults who lack decisional capacity to consent in clinical trials and presents the advances over the previous decade and the remaining ethical challenges for the inclusion of this under-represented population in research.
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Affiliation(s)
- Victoria Shepherd
- Centre for Trials Research, 4th floor Neuadd Meirionnydd, Heath Park, Cardiff CF14 4YS, UK.
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Evans CJ, Yorganci E, Lewis P, Koffman J, Stone K, Tunnard I, Wee B, Bernal W, Hotopf M, Higginson IJ. Processes of consent in research for adults with impaired mental capacity nearing the end of life: systematic review and transparent expert consultation (MORECare_Capacity statement). BMC Med 2020; 18:221. [PMID: 32693800 PMCID: PMC7374835 DOI: 10.1186/s12916-020-01654-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 06/03/2020] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Involving adults lacking capacity (ALC) in research on end of life care (EoLC) or serious illness is important, but often omitted. We aimed to develop evidence-based guidance on how best to include individuals with impaired capacity nearing the end of life in research, by identifying the challenges and solutions for processes of consent across the capacity spectrum. METHODS Methods Of Researching End of Life Care_Capacity (MORECare_C) furthers the MORECare statement on research evaluating EoLC. We used simultaneous methods of systematic review and transparent expert consultation (TEC). The systematic review involved four electronic databases searches. The eligibility criteria identified studies involving adults with serious illness and impaired capacity, and methods for recruitment in research, implementing the research methods, and exploring public attitudes. The TEC involved stakeholder consultation to discuss and generate recommendations, and a Delphi survey and an expert 'think-tank' to explore consensus. We narratively synthesised the literature mapping processes of consent with recruitment outcomes, solutions, and challenges. We explored recommendation consensus using descriptive statistics. Synthesis of all the findings informed the guidance statement. RESULTS Of the 5539 articles identified, 91 met eligibility. The studies encompassed people with dementia (27%) and in palliative care (18%). Seventy-five percent used observational designs. Studies on research methods (37 studies) focused on processes of proxy decision-making, advance consent, and deferred consent. Studies implementing research methods (30 studies) demonstrated the role of family members as both proxy decision-makers and supporting decision-making for the person with impaired capacity. The TEC involved 43 participants who generated 29 recommendations, with consensus that indicated. Key areas were the timeliness of the consent process and maximising an individual's decisional capacity. The think-tank (n = 19) refined equivocal recommendations including supporting proxy decision-makers, training practitioners, and incorporating legislative frameworks. CONCLUSIONS The MORECare_C statement details 20 solutions to recruit ALC nearing the EoL in research. The statement provides much needed guidance to enrol individuals with serious illness in research. Key is involving family members early and designing study procedures to accommodate variable and changeable levels of capacity. The statement demonstrates the ethical imperative and processes of recruiting adults across the capacity spectrum in varying populations and settings.
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Affiliation(s)
- C J Evans
- Cicely Saunders Institute of Palliative Care, Policy & Rehabilitation, Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, King's College London, Bessemer Road, London, SE5 9PJ, UK.
- Sussex Community NHS Foundation Trust, Brighton General Hospital, Brighton, UK.
| | - E Yorganci
- Cicely Saunders Institute of Palliative Care, Policy & Rehabilitation, Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, King's College London, Bessemer Road, London, SE5 9PJ, UK
| | - P Lewis
- Centre of Medical Law and Ethics, The Dickson Poon School of Law, King's College London, London, UK
| | - J Koffman
- Cicely Saunders Institute of Palliative Care, Policy & Rehabilitation, Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, King's College London, Bessemer Road, London, SE5 9PJ, UK
| | - K Stone
- Cicely Saunders Institute of Palliative Care, Policy & Rehabilitation, Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, King's College London, Bessemer Road, London, SE5 9PJ, UK
| | - I Tunnard
- Cicely Saunders Institute of Palliative Care, Policy & Rehabilitation, Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, King's College London, Bessemer Road, London, SE5 9PJ, UK
| | - B Wee
- Oxford University Hospitals NHS Foundation Trust and Harris Manchester College, University of Oxford, Oxford, UK
| | - W Bernal
- King's College Hospital, London, UK
| | - M Hotopf
- Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - I J Higginson
- Cicely Saunders Institute of Palliative Care, Policy & Rehabilitation, Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, King's College London, Bessemer Road, London, SE5 9PJ, UK
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Shepherd V, Hood K, Sheehan M, Griffith R, Jordan A, Wood F. Ethical understandings of proxy decision making for research involving adults lacking capacity: A systematic review (framework synthesis) of empirical research. AJOB Empir Bioeth 2018; 9:267-286. [PMID: 30321110 DOI: 10.1080/23294515.2018.1513097] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
BACKGROUND Research involving adults lacking mental capacity relies on the involvement of a proxy or surrogate, although this raises a number of ethical concerns. Empirical studies have examined attitudes towards proxy decision-making, proxies' authority as decision-makers, decision accuracy, and other relevant factors. However, a comprehensive evidence-based account of proxy decision-making is lacking. This systematic review provides a synthesis of the empirical data reporting the ethical issues surrounding decisions made by research proxies, and the development of a conceptual framework of proxy decision-making for research. METHODS A systematic review was conducted according to PRISMA guidelines. Databases including MEDLINE, EMBASE, and CINAHL were searched using a combination of search terms, and empirical data from eligible studies were retrieved. The review followed the framework synthesis approach to refine and develop a conceptual framework. RESULTS Thirty-four studies were included in the review. Two dimensions of proxy decision-making emerged. The ethical framing criteria of decision-making used by proxies: use of a substituted judgement, use of a best interests approach, combination of substituted judgement and best interests, and 'something else', and the active elements of proxy decision-making: 'knowing the person', patient-proxy relationship, accuracy of the decision, and balancing risks, benefits and burdens, and attitudes towards proxy decision-making. Interactions between the framing criteria and the elements of decision-making are complex and contextually-situated. CONCLUSIONS The findings from this systematic review challenge the accepted reductionist account of proxy decision-making. Decision-making by research proxies is highly contextualized and multifactorial in nature. The choice of proxy and the relational features of decision-making play a fundamental role: both in providing the proxy's authority as decision-maker, and guiding the decision-making process. The conceptual framework describes the relationship between the framing criteria used by the proxy, and the active elements of decision-making. Further work to develop, and empirically test the proposed framework is needed.
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Affiliation(s)
- Victoria Shepherd
- a Division of Population Medicine , Cardiff University , Cardiff , UK
- b Centre for Trials Research , Cardiff University , Cardiff , UK
| | - Kerenza Hood
- b Centre for Trials Research , Cardiff University , Cardiff , UK
| | - Mark Sheehan
- c Ethox Centre , University of Oxford, Big Data Institute, Li Ka Shing Centre for Health Information and Discovery , Oxford , UK
| | - Richard Griffith
- d College of Human and Health Sciences , Swansea University , Swansea , UK
| | - Amber Jordan
- a Division of Population Medicine , Cardiff University , Cardiff , UK
| | - Fiona Wood
- a Division of Population Medicine , Cardiff University , Cardiff , UK
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Tang ST, Wen FH, Liu LN, Chiang MC, Lee SCK, Chou MC, Feng WL, Lin YC, Liu IP, Kuo YH, Chi SC, Lee KC. A Decade of Changes in Family Caregivers' Preferences for Life-Sustaining Treatments for Terminally Ill Cancer Patients at End of Life in the Context of a Family-Oriented Society. J Pain Symptom Manage 2016; 51:907-915.e2. [PMID: 26921491 DOI: 10.1016/j.jpainsymman.2015.12.326] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Revised: 12/20/2015] [Accepted: 12/24/2015] [Indexed: 11/22/2022]
Abstract
CONTEXT Temporal changes in different family caregiver cohorts' preferences for life-sustaining treatments (LSTs) at end of life (EOL) have not been examined nor have the concept of whether caregivers' LST preferences represent a homogeneous or heterogeneous construct. Furthermore, LST preferences are frequently assessed from multiple treatments, making clinical applications difficult/infeasible. OBJECTIVES To identify parsimonious patterns and changes in the pattern of LST preferences for two independent cohorts of family caregivers for terminally ill Taiwanese cancer patients. METHODS Preferences for cardiopulmonary resuscitation, intensive care unit care, cardiac massage, intubation with mechanical ventilation, intravenous nutritional support, tube feeding, and dialysis were assessed among 1617 and 2056 family caregivers in 2003-2004 and 2011-2012, respectively. Patterns and changes in LST preferences were examined by multigroup latent class analysis. RESULTS Five distinct classes were identified: uniformly preferring, uniformly rejecting, uniformly uncertain, and favoring nutritional support but rejecting or uncertain about other treatments. Class probability significantly decreased from 29.3% to 23.7% for the uniformly rejecting class, remained largely unchanged for the uniformly preferring (16.9%-18.6%), and favoring nutritional support but rejecting (37.1%-37.5%) or uncertain about other treatments (8.0%-10.4%) classes, but significantly increased from 7.0% to 11.5% for the uniformly uncertain class over time. CONCLUSION Family caregivers' LST preferences for terminally ill cancer patients are a heterogeneous construct and shifted from uniformly rejecting all LSTs toward greater uncertainty. Surrogate EOL-care decision making may be facilitated by earlier and thorough assessments of caregivers' LST preferences and tailoring interventions to the unique needs of caregivers in each class identified in this study.
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Affiliation(s)
- Siew Tzuh Tang
- Chang Gung University School of Nursing, Chang Gung Memorial Hospital at Kaohsiung, Tao-Yuan, Taiwan, Republic of China; Department of Nursing, Chang Gung Memorial Hospital at Kaohsiung, Tao-Yuan, Taiwan, Republic of China.
| | - Fur-Hsing Wen
- Department of International Business, Soochow University, Taipei, Taiwan
| | - Li Ni Liu
- Department of Nursing, Fu Jen Catholic University, New Taipei City, Taiwan, Republic of China
| | - Ming-Chu Chiang
- Department of Nursing, Chang Gung Memorial Hospital at Kaohsiung, Tao-Yuan, Taiwan, Republic of China
| | - Shiuyu C K Lee
- School of Nursing, National Taipei University of Nursing and Health Science, Taipei City, Taiwan, Republic of China
| | - Man Chun Chou
- Department of Nursing, Chang Gung Memorial Hospital at Kaohsiung, Tao-Yuan, Taiwan, Republic of China
| | - Wei-Lien Feng
- National Institute of Cancer Research, National Health Research Institutes, Taipei, Taiwan, Republic of China
| | - Yu-Chuan Lin
- Department of Nursing, Tzu Chi University, Hualien City, Taiwan, Republic of China
| | - I-Ping Liu
- Chi-Mei Hospital, Chi Ali, Taiwan, Republic of China
| | - Ya-Hui Kuo
- Chia-Yi Christian Hospital, Chiayi City, Taiwan, Republic of China
| | - Shu Ching Chi
- Department of Nursing, E-Da Hospital and I-Shou University, Kaohsiung City, Taiwan, Republic of China
| | - Kwo C Lee
- School of Nursing, China Medical University, Taichung, Taiwan, Republic of China; Department of Nursing, China Medical University Hospital, Taichung, Taiwan, Republic of China
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Clarridge BR, Bolcic-Jankovic D, LeBlanc J, Mahmood RS, Kennedy CR, Freeman BD. Does difficulty functioning in the surrogate role equate to vulnerability in critical illness research? Use of path analysis to examine the relationship between difficulty providing substituted judgment and receptivity to critical illness research participation. J Crit Care 2015; 30:1310-6. [PMID: 26304514 DOI: 10.1016/j.jcrc.2015.07.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Revised: 07/14/2015] [Accepted: 07/20/2015] [Indexed: 11/16/2022]
Abstract
PURPOSE Individuals who struggle to provide substitute judgment for the critically ill often find it challenging to engage in decision making for therapeutic interventions. Although essential to the conduct of research, how these individuals respond to requests for clinical trial participation is poorly understood. METHODS Survey data collected to examine surrogate attitudes toward research provided the conceptual framework to explore influences on decision making. Path analysis was used to derive the final model (nonlatent, fully recursive, 1 indicator/variable). RESULTS Surrogates with list-wise complete records (406) were analyzed. The following variables were not retained in the final model: education, income, religiosity, decision-making experience, discussion of patient's wishes, number of individuals assisting with decision making, trust in care providers, difficulty making decisions, and responsibility for decision making. Being white and having experience making treatment decisions for the patient during the current intensive care unit encounter affected the likelihood the surrogate would permit participation in research positively (parameter estimates, 0.281 and 0.06, respectively). No variable reflecting difficulty functioning in the surrogate role was associated with permitting research participation. CONCLUSIONS We were unable to demonstrate a relationship between perceived difficulty in decision making in the surrogate role and receptivity to clinical trial participation.
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Affiliation(s)
- Brian R Clarridge
- Center for Survey Research, University of Massachusetts-Boston, Boston, MA
| | | | - Jessica LeBlanc
- Center for Survey Research, University of Massachusetts-Boston, Boston, MA
| | - Rumel S Mahmood
- Center for Survey Research, University of Massachusetts-Boston, Boston, MA
| | - Carie R Kennedy
- Department of Surgery, Washington University School of Medicine, St Louis, MO
| | - Bradley D Freeman
- Department of Surgery, Washington University School of Medicine, St Louis, MO.
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