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Tarbi EC, Ambrose N, Anderson EC, Hutchinson RN, Han PK, Reblin M, Gramling R. "It's hard to talk to a computer, I get it": An exploratory analysis of clinician connection-building communication practices in rural telepalliative care encounters. PEC INNOVATION 2025; 6:100377. [PMID: 39974585 PMCID: PMC11836516 DOI: 10.1016/j.pecinn.2025.100377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 01/03/2025] [Accepted: 01/16/2025] [Indexed: 02/21/2025]
Abstract
Context/Objectives Establishing human connection is critical during serious illness conversations, however the sensory and relational environment of telehealth may require innovative communication practices for clinicians, patients, and families to do so effectively. We sought to explore if and how recommended in-person best practices for establishing human connection are adapted to the telehealth palliative care (telePC) setting, to enable discovery and description of practice innovations in this new care environment. Methods We analyzed data from the Northern New England Palliative Care TeleConsult Research Study - a formative mixed-methods pilot study at two academic medical centers in rural US states with patients with serious illness (2019-2020). We used a qualitative descriptive approach paired with directed content analysis to analyze video-recorded telePC consultations. Results Nine video-recorded telePC consultations were analyzed including 9 patients and 6 palliative care clinicians. Patient-participants had a mean age of 68 years, 56 % were women, and 38 % did not complete high school. Mean consultation duration was 52 min (standard deviation 10, range 40-70 min). Our qualitative analysis of visits resulted in three key themes describing clinician communication: 1) Practices for fostering human connection; 2) Practices for overcoming technical problems/difficulties; and 3) Practices for engaging in multi-participant tele-conversations. Conclusion Our study findings help to provide proof-of-concept evidence that clinicians can use recommended in-person connection-building communication practices in telePC. As palliative care clinicians naturally adapt to telehealth environments, more empirical research is needed to understand which innovative approaches most effectively foster human connection. Innovation TelePC represents an expanding, yet understudied, mode of palliative care delivery. This study is among the first to describe how the telePC context is catalyzing naturally-occurring communication innovations.
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Affiliation(s)
- Elise C. Tarbi
- Department of Nursing, University of Vermont, Burlington, VT, USA
- Department of Family Medicine, Vermont Conversation Lab, University of Vermont, Burlington, VT, USA
| | - Natalie Ambrose
- Department of Nursing, University of Vermont, Burlington, VT, USA
| | - Eric C. Anderson
- Center for Interdisciplinary Population and Health Research, MaineHealth Institute for Research, Westbrook, ME, USA
- Tufts University School of Medicine, Boston, MA, USA
| | - Rebecca N. Hutchinson
- Center for Interdisciplinary Population and Health Research, MaineHealth Institute for Research, Westbrook, ME, USA
| | - Paul K.J. Han
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, USA
| | - Maija Reblin
- Department of Family Medicine, Vermont Conversation Lab, University of Vermont, Burlington, VT, USA
| | - Robert Gramling
- Department of Family Medicine, Vermont Conversation Lab, University of Vermont, Burlington, VT, USA
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Lee AK, Mejia JJ, Ferguson C, Li BH, Grant RW, Sudore RL. Expanded care planning paradigm for older adults with type 2 diabetes: Rationale, design, and protocol of the PREPARE for Your Diabetes Care randomized trial. Contemp Clin Trials 2025; 153:107913. [PMID: 40222399 PMCID: PMC12148217 DOI: 10.1016/j.cct.2025.107913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 03/25/2025] [Accepted: 04/09/2025] [Indexed: 04/15/2025]
Abstract
BACKGROUND As adults with type 2 diabetes (T2D) age, they are increasingly vulnerable to treatment-related hypoglycemia and subsequent complications including falls and hospitalizations. Care planning helps patients communicate what is most important for their medical care with their family, friends, and clinicians and could help reduce treatment-related complications of T2D in older adults. METHODS We applied an expanded care planning paradigm to the specific clinical problem of type 2 diabetes management in older patients. Applying user-centered design methods, we developed an educational, web-based program called "PREPARE for Your Diabetes Care," incorporating input and feedback from patient and provider key informants. A randomized controlled trial (RCT) of this program vs. usual care is being conducted among Kaiser Permanente Northern California members ≥75 years of age, prescribed insulin or sulfonylureas, and at high risk for hypoglycemia. The primary outcome of the RCT is clinically significant hypoglycemia episodes (self-reported 3+ symptomatic episodes of hypoglycemia, self-reported severe hypoglycemia, and/or ED or hospitalization for hypoglycemia). Secondary outcomes will include medication de-intensification, 5-item RAND Patient Satisfaction, and 5-item Perceived Efficacy in Patient - Physician Interactions. RESULTS This study has completed enrollment and randomized 673 participants; trial completion is expected in late 2025. CONCLUSIONS This research will evaluate an expanded care planning intervention to reduce treatment-related hypoglycemia in older adults with T2D. If successful, this web-based expanded care planning strategy could be applied to a wide variety of geriatric conditions requiring individualization of treatment based on patients' preferences. TRIAL REGISTRATION NUMBERS NCT05263310; Pre-results.
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Affiliation(s)
- Alexandra K Lee
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA; San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Jose J Mejia
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Clarissa Ferguson
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Brookelle H Li
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Richard W Grant
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Rebecca L Sudore
- Division of Geriatrics, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA; San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA.
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Kim H, Jiang Y, Duberstein PR, Tang F, Luth EA. Trust in Physicians and End-of-Life Discussions and Preferences for Place of Care Among US Chinese Older Adults. J Am Geriatr Soc 2025; 73:1558-1565. [PMID: 39927722 PMCID: PMC12101955 DOI: 10.1111/jgs.19396] [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: 11/13/2024] [Revised: 01/09/2025] [Accepted: 01/19/2025] [Indexed: 02/11/2025]
Abstract
BACKGROUND Patient trust in physicians is essential for effective end-of-life discussions. Little is known about how Chinese older adults' trust in physicians relates to their end-of-life care discussions and care setting preferences. OBJECTIVE To examine the association between medical trust among Chinese older adults and their views on end-of-life discussions and care setting preferences. DESIGN Secondary analysis of longitudinal cohort data from the Population Study of Chinese Elderly (PINE) using linear mixed-effects logistic and multinomial logistic regressions, adjusting for covariates. Predicted probabilities of outcome measures were reported. PARTICIPANTS A total of 2192 Chinese older adult immigrants in greater Chicago participated in the PINE study from 2017 to 2020. MAIN MEASURES Outcome variables encompass four dimensions of end-of-life care planning: (1) beliefs about the importance of discussions with family; (2) discussions of end-of-life options with family; (3) preference for counseling with a healthcare provider as a resource; and (4) preferred place of care. The main independent variable was trust in physicians. Covariates included age, sex, education, income, years in the United States, living children, self-rated health, and medical conditions. KEY RESULTS Respondents with strong trust were less likely to consider end-of-life discussions with family important (AOR = 0.70, 95% CI: 0.55-0.88). Those with strong trust were more likely than those with weak trust to value counseling with a healthcare provider for end-of-life discussions with family (AOR = 5.86, 95% CI: 4.65-7.38). Moderate trust was associated with a preference for end-of-life care in a hospital (AOR = 1.63, 95% CI: 1.30-2.05) over home care, relative to weak trust. CONCLUSIONS Older Chinese immigrants with strong trust tended to place less emphasis on end-of-life discussions with family and favored one-on-one counseling with a healthcare provider for end-of-life discussion. Patient education and family engagement in end-of-life discussions led by trusted healthcare providers may be promising approaches to ensure goal-concordant care for this population.
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Affiliation(s)
- Hyosin Kim
- College of Health, Oregon State University, Corvallis, Oregon, USA
| | - Yanping Jiang
- Department of Family Medicine and Community Health, Rutgers University, New Brunswick, New Jersey, USA
- Institute for Health, Health Care Policy and Aging Research, Rutgers University, New Brunswick, New Jersey, USA
| | - Paul R Duberstein
- Department of Health Behavior, Society and Policy, Rutgers University School of Public Health, Piscataway, New Jersey, USA
| | - Fengyan Tang
- School of Social Work, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Elizabeth A Luth
- Department of Family Medicine and Community Health, Rutgers University, New Brunswick, New Jersey, USA
- Institute for Health, Health Care Policy and Aging Research, Rutgers University, New Brunswick, New Jersey, USA
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Khoshgoftar M, Khorasani P, Zamani-Alavijeh F, Tarrahi MJ, Mazaheri MA. Developing a training program based on intervention mapping to improve healthcare professionals' communication skills: A study protocol. JOURNAL OF EDUCATION AND HEALTH PROMOTION 2025; 14:162. [PMID: 40400589 PMCID: PMC12094450 DOI: 10.4103/jehp.jehp_1708_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 01/30/2024] [Indexed: 05/23/2025]
Abstract
BACKGROUND Poor communication by healthcare professionals contributes to physical and psychological suffering in patients. Intervention mapping (IM) is a framework that integrates theoretical and empirical evidence to ensure that the intervention can be implemented in real-world settings. From this perspective, the aim of this study is to describe a specific study protocol for developing a training program to improve healthcare professionals' communication skills based on the IM. MATERIALS AND METHODS In this protocol study, the IM framework is applied as the theoretical backbone of designing a training program for improving healthcare providers' communication skills. IM included a six-step process to develop our intervention program. Completing the six steps provides a plan for designing, implementing, and evaluating training the program. Basically, phases 1-4 focus on developing multistep interventions to improve health behaviors and environmental conditions, phase 5 focuses on developing an implementation strategy to better utilize the program, and phase 6 is used to plan the evaluation of the program itself and its implementation. CONCLUSIONS IM seems to be a useful framework for developing training program because professionals' communication skills are being affected by multiple internal and extra-organizational factors that will be explained in more details by applying IM steps. In this article, we describe IM as a relevant approach for designing improved communication skill interventions.
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Affiliation(s)
- Mohadeseh Khoshgoftar
- Department of Health Education and Promotion Student Research Committee, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Parvaneh Khorasani
- Department of Community Health Nursing, School of Nursing and Midwifery, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Fereshteh Zamani-Alavijeh
- Department of Health Education and Promotion, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammad Javad Tarrahi
- Department of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Maryam Amidi Mazaheri
- Department of Health Education and Promotion, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
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Mehra P, Tyagi H. Quality of patient-physician intercultural communication in healthcare tourism and medical interview experiences at an Indian hospital. Int J Health Care Qual Assur 2025; 38:53-78. [PMID: 40134048 DOI: 10.1108/ijhcqa-06-2024-0061] [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] [Indexed: 03/27/2025]
Abstract
PURPOSE While many studies have addressed health communication and physician-patient interactions, knowledge about intercultural communication in medical tourism is limited. Our empirical study, therefore, investigates aspects related to patients' cultural beliefs regarding the quality of healthcare and the way this shapes their expectations and experiences in an intercultural medical interview setting at a Joint Commission International (JCI) accredited host country hospital in India. The theoretical foundation is the Communication Accommodation Theory. DESIGN/METHODOLOGY/APPROACH A quantitative design was used in this study using the convenience sampling method. Data were collected from 300 medical tourism (MT) patients immediately after their face-to-face medical interview at the hospital. FINDINGS The non-Western cultures displayed higher intercultural communication (ICC) expectations from the host country doctors than the Western patients, possibly on account of cultural similarity with and proximity to the host country. ICC beliefs of MT patients supported by convergent communication accommodation by the doctors led to the perception of better ICC experience in clinical consultations with the potential to improve word-of-mouth promotion, patient satisfaction and revisit intentions; patients' expectations mediated the relationship. Consultation time in minutes controlled the relationship between patient ICC beliefs, expectations and experience in the medical consultations. The proposed model was undifferentiated for age, gender and geography of the MT patient as well as wait time (in minutes). ORIGINALITY/VALUE While culture has been recognised as a significant factor in shaping the growth in medical tourism, research is scant on cultural and religious communication accommodation practices of host country doctors and medical staff and its effects on patient experience. Most studies on culture and MT have either evaluated the role of culture on the destination choice of international patients (cultural affinity or cultural familiarity) or have analysed the effect of distance between the host and the guest country as critical determinants of the choice of MT country. This study is probably the first to assess the quality of ICC beliefs, expectations and effects on MT patients' experiences. It is also the pioneering study to relate the context of MT with the well-regarded Communication Accommodation Theory, especially the manner in which convergent and divergent accommodation occurred between MT patients and MT service providers in the host country.
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Affiliation(s)
- Payal Mehra
- Communication Area, Indian Institute of Management Lucknow, Lucknow, India
| | - Himanshu Tyagi
- Communication Area, Indian Institute of Management Lucknow, Lucknow, India
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Cao H, Yin G, Bao X, Tao H. Patient-centered evaluation of integrated care and health equity: evidence from county medical alliances in Henan province. Int J Equity Health 2025; 24:101. [PMID: 40221792 PMCID: PMC11992723 DOI: 10.1186/s12939-025-02468-5] [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: 07/01/2024] [Accepted: 03/31/2025] [Indexed: 04/14/2025] Open
Abstract
BACKGROUND Integrated care services have been initiated in China for several years, yet there remains a dearth of substantial evidence and research elucidating the service's efficacy, particularly in underdeveloped areas. This study aims to address this gap by evaluating the effectiveness of integrated care from the patients' perspective, thereby offering practical strategies to improve service effectiveness and promote health equity within county medical alliances. METHODS The Patient Perceptions of Integrated Care (PPIC) and European Quality of Life-5 Dimensions-5 Levels (EQ-5D-5 L) scales were employed to gather information on patients' perceptions of integrated care and their self-rated health status. A total of 1093 respondents from two pilot areas were selected for data collection. T-tests and one-way analysis of variance (ANOVA) were recruited, additionally, the study utilized multiple linear regression models to examine the specific impact of various factors on the effectiveness of integrated care services. RESULTS The average score for the effectiveness of integrated healthcare services from the patients' perspective was 67.72 (SD = 14.443, n = 1093). Statistical analysis revealed that as the respondents' age increased and their self-rated health declined, the PPIC scores showed an upward trend. Regression analysis found that factors such as age, education level, income, health status, and level of healthcare intervention significantly influenced PPIC scores. Overall, there is a trend where respondents with higher health needs tend to have higher perceptions of the service, while those with relatively higher socioeconomic status are more likely to provide lower ratings. Additionally, increasing the frequency and duration of healthcare interventions can improve respondents' evaluations of the services. CONCLUSIONS This study analyzes the effectiveness of integrated services in China's county-level medical alliance from the patients' perspective. It finds progress in resource integration and efficiency but identifies limitations in implementation, particularly in balancing equity. Socio-economic factors continue to affect the fairness of service utilization and patient satisfaction. Constraints in finance, human capital, and technology hinder the provision of more targeted services for vulnerable groups. To promote health equity, future services need to focus more on key populations and provide more targeted services, accelerate the integration of information technology, and expand service coverage to address the diverse needs of marginalized communities.
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Affiliation(s)
- Hengkui Cao
- School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Gang Yin
- School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xinyu Bao
- School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hongbing Tao
- School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
- Research Center for Hospital High Quality Development, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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DeBoer RJ, Wabl CA, Mushi BP, Uwamahoro P, Athanas R, Ndoli DA, Rugengamanzi E, Ngoma M, Tuyishime H, Mtei D, Nsabimana N, Van Loon K, Sanders JJ, Sudore RL, Cubaka VK. A scoping review of clinical communication in cancer care in Africa. Oncologist 2025; 30:oyaf039. [PMID: 40212023 PMCID: PMC12079379 DOI: 10.1093/oncolo/oyaf039] [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: 08/01/2024] [Accepted: 02/12/2025] [Indexed: 04/19/2025] Open
Abstract
BACKGROUND Cancer care involves disclosing difficult information, making treatment decisions, and advance care planning. Communication practices and preferences are strongly influenced by sociocultural context. This scoping review aims to identify, map, and appraise the available evidence on clinical communication in cancer care in Africa and recommend priorities for future work. METHODS A search strategy was developed to identify studies conducted in Africa with a primary focus on patient-clinician communication in cancer care and performed in PubMed, Embase, Web of Science, CINAHL, African Index Medicus, and PsycINFO. Two reviewers independently screened titles and abstracts, full texts, and cited references. Study characteristics were analyzed using descriptive statistics and content analysis. Critical appraisal was performed using the Mixed Methods Appraisal Tool. RESULTS Our search yielded 58 articles from 19 countries. Study designs were quantitative survey (53%), qualitative (38%), non-randomized experimental (5%), and mixed methods (3%), with no randomized trials. Populations included patients with cancer (n = 25), doctors (n = 24), nurses (n = 16), family/caregivers (n = 16), and/or others. Seven studies (12%) focused on pediatrics. Most studies (60%) focused on clinicians' disclosure of information, often framed as "breaking bad news" or "truth-telling." The remainder focused on information preferences (14%), advance care planning (10%), illness understanding (5%), shared decision making (5%), and communication training (3%). Critical appraisal demonstrated higher quality among qualitative than quantitative studies. CONCLUSIONS Future work should explore underexamined research areas such as patient-centered communication, translate observational findings into intervention development and testing, implement communication skills training, and evaluate outcomes related to communication in cancer care in Africa.
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Affiliation(s)
- Rebecca J DeBoer
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, United States
| | - Chiara A Wabl
- Internal Medicine Residency Program, Kaiser Permanente San Francisco Medical Center, San Francisco, CA 94115, United States
| | - Beatrice P Mushi
- Department of Epidemiology and Biostatistics, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | | | - Raymond Athanas
- Department of Bioethics and Health Professionalism, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | | | - Eulade Rugengamanzi
- Department of Oncology, Butaro Cancer Center of Excellence, Burera, Rwanda
- Clinical Division, Internal Medicine Department, University of Global Health Equity, Burera, Rwanda
| | - Mamsau Ngoma
- Ocean Road Cancer Institute, Dar es Salaam, Tanzania
| | - Hubert Tuyishime
- Stanford University School of Medicine, Stanford, CA 94305, United States
| | - Deogratias Mtei
- Department of Clinical Oncology, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | | | - Katherine Van Loon
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, United States
| | - Justin J Sanders
- Department of Family Medicine, McGill University, Montreal, Quebec H3S 1Z1, Canada
| | - Rebecca L Sudore
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94143, United States
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Wang J, Liu M, Zheng H, Xiang M. Workplace violence experiences of intensive care unit healthcare providers: a qualitative systematic review and meta--synthesis. BMC Health Serv Res 2025; 25:399. [PMID: 40102824 PMCID: PMC11917093 DOI: 10.1186/s12913-025-12446-w] [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: 08/07/2024] [Accepted: 02/18/2025] [Indexed: 03/20/2025] Open
Abstract
OBJECTIVE Workplace violence (WPV) in intensive care units (ICUs) is a prevalent issue that affects staff well-being and patient care. Although individual studies have explored various facets of WPV, there is a need for a comprehensive synthesis to provide a cohesive understanding of the phenomenon and inform effective interventions. This study aimed to understand its impact on the mental health and work status of ICU staff, identify the coping strategies used by ICU staff to manage WPV and explore the support required by healthcare professionals when facing WPV. METHODS A systematic literature search was conducted in PubMed, Scopus, Medline, PsycINFO, and Web of Science from the date of inception until June 5, 2024. Only qualitative studies or the qualitative part of mixed methods studies were included in the analysis, with no restrictions on the type of ICU or type or source of violence. This study assessed the risk of bias in the included studies and synthesized the results according to the guidelines of the Joanna Briggs Institute (2024). RESULTS Six studies were included. These studies, which were published between 2018 and 2023, were conducted in four countries and involved 91 participants. Six analytical themes and 17 subthemes emerged from the qualitative data. The themes were as follows: Prevalence of ICUs Violence, ICU healthcare perceptions of WPV, The Ripple Effect of WPV in ICU, Practical Strategies for ICU Staff Dealing with WPV, What they need when facing WPV, and Reasons for Not Reporting WPV. CONCLUSIONS The synthesized findings highlight the pervasive nature of WPV in ICUs and its profound impact on staff members. This review underscores the need for systematic interventions, including comprehensive training, accessible psychological support, and robust reporting mechanisms, to mitigate the effects of WPV. OTHER This study was funded by the Wu Jieping Medical Foundation(320.6750.18526),China. The review protocol was prospectively registered in the Prospective Register of PROSPERO (CRD42024559076). RELEVANCE TO CLINICAL PRACTICE The research findings can provide important evidence for hospital managers and policymakers, helping them develop more effective workplace management policies to enhance the safety and well-being of ICU staff.
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Affiliation(s)
- Jingyi Wang
- Department of intensive care unit, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Mao Liu
- Department of intensive care unit, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Hongling Zheng
- Department of breast surgery ward 1, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China, Chengdu, China
| | - Mingfang Xiang
- Department of intensive care unit, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China.
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Pozzar RA, Tulsky JA, Berry DL, Batista J, Barwick P, Lindvall CJ, Dykes PC, Manni M, Matulonis UA, McCleary NJ, Wright AA. Usability, Acceptability, and Barriers to Implementation of a Collaborative Agenda-Setting Intervention (CASI) to Promote Person-Centered Ovarian Cancer Care: Development Study. JMIR Cancer 2025; 11:e66801. [PMID: 40063817 PMCID: PMC11913317 DOI: 10.2196/66801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 01/16/2025] [Accepted: 01/16/2025] [Indexed: 03/19/2025] Open
Abstract
Background People with advanced ovarian cancer and their caregivers report unmet supportive care needs. We developed a Collaborative Agenda-Setting Intervention (CASI) to elicit patients' and caregivers' needs through the patient portal before a clinic visit and to communicate these needs to clinicians using the electronic health record. Objective We aimed to assess the usability and acceptability of the CASI and identify barriers to and facilitators of its implementation. Methods We recruited English- and Spanish-speaking patients, caregivers, and clinicians from the gynecologic oncology program at a comprehensive cancer center. Participants used the CASI prototype and then completed individual cognitive interviews and surveys. We assessed usability with the System Usability Scale (scores range 0-100, scores ≥70 indicate acceptable usability) and acceptability with the Acceptability of Intervention Measure and Intervention Appropriateness Measure (scores for both measures range from 1 to 5, higher scores indicate greater acceptability). Interviews were audio recorded, transcribed, and analyzed using directed content analysis. Domains and constructs from the Consolidated Framework for Implementation Research comprised the initial codebook. We analyzed survey data using descriptive statistics and compared usability and acceptability scores across patients, caregivers, and clinicians using analyses of variance. Results We enrolled 15 participants (5 patients, 5 caregivers, and 5 clinicians). The mean System Usability Scale score was 72 (SD 16). The mean Acceptability of Intervention Measure and Intervention Appropriateness Measure scores were 3.9 (SD 1.0) and 4.1 (SD 0.8), respectively. Participants viewed the CASI content and format positively overall. Several participants appreciated the CASI's integration into the clinical workflow and its potential to increase attention to psychosocial concerns. Suggestions to refine the CASI included removing redundant items, simplifying item language, and adding options to request a conversation or opt out of supportive care referrals. Key barriers to implementing the CASI include its complexity and limited resources available to address patients' and caregivers' needs. Conclusions The CASI is usable and acceptable to patients with advanced ovarian cancer, caregivers, and clinicians. We identified several barriers to and facilitators of implementing the CASI. In future research, we will apply these insights to a pilot randomized controlled trial to assess the feasibility of comparing the CASI to usual care in a parallel group-randomized efficacy trial.
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Affiliation(s)
- Rachel A Pozzar
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, BP1143, Boston, MA, 02215, United States, 1 8572150743, 1 6175828550
- Department of Medicine, Harvard Medical School, Boston, MA, United States
| | - James A Tulsky
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA, United States
- Department of Supportive Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Donna L Berry
- Department of Biobehavioral Nursing and Health Informatics, University of Washington, Seattle, WA, United States
| | - Jeidy Batista
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA, United States
| | - Paige Barwick
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Charlotta J Lindvall
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Department of Supportive Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Patricia C Dykes
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA, United States
| | - Michael Manni
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Ursula A Matulonis
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, BP1143, Boston, MA, 02215, United States, 1 8572150743, 1 6175828550
- Department of Medicine, Harvard Medical School, Boston, MA, United States
| | - Nadine J McCleary
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, BP1143, Boston, MA, 02215, United States, 1 8572150743, 1 6175828550
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Alexi A Wright
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, BP1143, Boston, MA, 02215, United States, 1 8572150743, 1 6175828550
- Department of Medicine, Harvard Medical School, Boston, MA, United States
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Tarbi EC, Schuler SL, Ambrose N, Hutchinson RN, Reblin M, Cheung KL. Telehealth for the study of palliative care communication: opportunities, methodological challenges, and recommendations. BMC Palliat Care 2025; 24:55. [PMID: 40033257 PMCID: PMC11874772 DOI: 10.1186/s12904-025-01700-x] [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: 11/04/2024] [Accepted: 02/20/2025] [Indexed: 03/05/2025] Open
Abstract
BACKGROUND While telehealth may offer promise for accessible, efficient palliative care delivery, leveraging telehealth technologies as an opportunity to better understand and advance the science of palliative care communication has been less well explored. Without identifying solutions to overcome challenges to conducting research in the virtual environment, we are unable to conduct the foundational work to offer evidence-based recommendations for high-quality telehealth, particularly in the context of palliative care. Our objective is to highlight methodological challenges in the use of telehealth for the study of palliative care communication and share lessons learned from using these methods. METHODS This paper is the result of a reflective process and experience across three ongoing observational communication research studies focused on the use of telehealth during serious illness. These research datasets have been collected from multiple sites and represent rural and urban telehealth palliative care consultations for patients receiving dialysis (n = 34), patients with cancer (n = 13), and seriously ill, home-bound patients (n = 9). We illustrate challenges, insights, and recommendations with case studies from these studies. RESULTS We identify key challenges, and offer recommendations to address them, in telehealth palliative care communication research. Key insights fall within three themes: 1) addressing accessibility barriers to enrollment in telehealth research; 2) technical considerations regarding how software and hardware choices have implications for data collection and analysis; and 3) ethical considerations regarding the nuances of consent and privacy in telehealth encounters. CONCLUSIONS Overall, our approach demonstrates possibilities for the use of telehealth to study palliative care communication and provides a "how-to" example for unique telehealth considerations from data collection through analysis. These strategies can facilitate success with large-scale health communication research studies in the telehealth context.
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Affiliation(s)
- Elise C Tarbi
- Department of Nursing, University of Vermont, 106 Carrigan Drive, Burlington, VT, 05405, USA.
- Department of Family Medicine, Vermont Conversation Lab, University of Vermont, Burlington, VT, USA.
| | - Susanna L Schuler
- Larner College of Medicine, University of Vermont, Burlington, VT, USA
| | - Natalie Ambrose
- Department of Nursing, University of Vermont, 106 Carrigan Drive, Burlington, VT, 05405, USA
| | - Rebecca N Hutchinson
- Center for Interdisciplinary Population and Health Research, Mainehealth Institute for Research, Westbrook, ME, USA
| | - Maija Reblin
- Department of Family Medicine, Vermont Conversation Lab, University of Vermont, Burlington, VT, USA
| | - Katharine L Cheung
- Department of Family Medicine, Vermont Conversation Lab, University of Vermont, Burlington, VT, USA
- Department of Medicine, Division of Nephrology, Larner College of Medicine, University of Vermont, Burlington, VT, USA
- Center on Aging, Larner College of Medicine, University of Vermont, Burlington, VT, USA
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11
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Kleye I, Hedén L, J Sundler A, Darcy L, van Dulmen S, Karlsson K. Increasing child involvement by understanding emotional expression during needle procedures: A video-observational intervention study. J Pediatr Nurs 2025; 81:e24-e30. [PMID: 39919938 DOI: 10.1016/j.pedn.2025.01.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 01/27/2025] [Accepted: 01/28/2025] [Indexed: 02/09/2025]
Abstract
AIM To evaluate child-nurse emotional communication during needle procedures using a child-centered intervention versus a control group. METHODS A controlled, video-observational study, incorporating 66 children and seven nurses was conducted. Data were collected using video-recordings of child-nurse communication during needle procedures when receiving standard care (control group) or standard care plus the i Can Choose intervention (intervention group). FINDINGS Children expressed their unpleasant emotions mostly non-verbally. Compared to children in the intervention group, those in the control group more often expressed vague or unspecified words to describe an emotion (χ2(1) = 14.4, p < 0.001). The nurses' focus and overall communication style varied between the groups. When using i Can Choose, nurses provided more space to children's communication preferences. This seemed to increase children's involvement during the needle procedure. CONCLUSION Communicating with the child, the so-called communicative interaction, instead of to the child, can play a critical role in children's handling of fear and pain related to needle procedures.
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Affiliation(s)
- I Kleye
- University of Borås, Faculty of Caring Science, Work Life and Social Welfare, Sweden.
| | - L Hedén
- University of Borås, Faculty of Caring Science, Work Life and Social Welfare, Sweden
| | - A J Sundler
- University of Borås, Faculty of Caring Science, Work Life and Social Welfare, Sweden
| | - L Darcy
- University of Borås, Faculty of Caring Science, Work Life and Social Welfare, Sweden
| | - S van Dulmen
- University of Borås, Faculty of Caring Science, Work Life and Social Welfare, Sweden; Nivel (Netherlands Institute for Health Services Research), Utrecht, the Netherlands; Radboud University Medical Center, Radboud Institute for Health Sciences, Department of Primary and Community Care, Nijmegen, the Netherlands
| | - K Karlsson
- University of Borås, Faculty of Caring Science, Work Life and Social Welfare, Sweden
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Aluce LM, Cooper JJ, Emlet LL, Cohen ER, Ostrowski SJ, Wood GJ, Vermylen JH. Bringing competency-based communication training to scale: A multi-institutional virtual simulation-based mastery learning curriculum for Emergency Medicine residents. MEDICAL TEACHER 2025; 47:505-512. [PMID: 38803304 DOI: 10.1080/0142159x.2024.2345267] [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: 07/31/2023] [Accepted: 04/16/2024] [Indexed: 05/29/2024]
Abstract
PURPOSE Serious illness communication skills are essential for physicians, yet competency-based training is lacking. We address scalability barriers to competency-based communication skills training by assessing the feasibility of a multi-center, virtual simulation-based mastery learning (vSBML) curriculum on breaking bad news (BBN). METHODS First-year emergency medicine residents at three academic medical centers participated in the virtual curriculum. Participants completed a pretest with a standardized patient (SP), a workshop with didactics and small group roleplay with SPs, a posttest with an SP, and additional deliberate practice sessions if needed to achieve the minimum passing standard (MPS). Participants were assessed using a previously published BBN assessment tool that included a checklist and scaled items. Authors compared pre- and posttests to evaluate the impact of the curriculum. RESULTS Twenty-eight (90%) of 31 eligible residents completed the curriculum. Eighty-nine percent of participants did not meet the MPS at pretest. Post-intervention, there was a statistically significant improvement in checklist performance (Median= 93% vs. 53%, p < 0.001) and on all scaled items assessing quality of communication. All participants ultimately achieved the MPS. CONCLUSIONS A multi-site vSBML curriculum brought all participants to mastery in the core communication skill of BBN and represents a feasible, scalable model to incorporate competency-based communication skills education in a widespread manner.
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Affiliation(s)
- Laurie M Aluce
- Instructor of Medicine and Emergency Medicine, Department of Medicine and Department of Emergency Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Julie J Cooper
- Department of Emergency Medicine, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
- Academic Faculty, Department of Emergency Medicine, ChristianaCare, Newark, DE, USA
| | - Lillian Liang Emlet
- Department of Critical Care Medicine and Department of Emergency Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - Elaine R Cohen
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Simon J Ostrowski
- Department of Emergency Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Gordon J Wood
- Department of Medicine and Department of Medical Education, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Julia H Vermylen
- Department of Medicine and Department of Medical Education, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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13
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Daniella HH, Silvia G, Isabel H, Mala M. The information and communication needs of patients with advanced incurable cancer: A rapid review. PATIENT EDUCATION AND COUNSELING 2025; 131:108559. [PMID: 39616891 DOI: 10.1016/j.pec.2024.108559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 10/23/2024] [Accepted: 11/15/2024] [Indexed: 12/12/2024]
Abstract
OBJECTIVES This review aimed to collate evidence on the key information and communication needs of patients with advanced incurable cancer and their caregivers. It also sought to identify barriers and facilitators to communicating, understanding and receiving information, with the view of influencing improvements to future practice. METHODS This study used a rapid review methodology. Databases were searched on the Ovid platform to identify relevant qualitative data. Methodological quality was assessed, and data extraction was completed. A thematic synthesis approach was used for data analysis. RESULTS Findings from 42 articles highlighted that key information should be communicated in accordance with individual needs, including tailoring when and how information is provided. It also highlighted the need for healthcare professionals to provide adequate time, openness, and sensitivity to facilitate understanding of prognosis, treatment and care options. Barriers to receiving, communicating and understanding information relating to healthcare professionals and healthcare systems focus on inadequate time in consultations and a lack of specified point of contact. Patient level barriers included difficulties engaging with and processing challenging information, and inadequate health and death literacy. Facilitators included incremental information provision and early access to palliative care specialists. CONCLUSIONS Key communication and information needs identified in the review's synthesised findings should be considered when developing communication strategies alongside the barriers and facilitators. PRACTICE IMPLICATIONS HCPs should provide patients and caregivers with bespoke support to improve their health and death literacy, and a direct point of contact. Health service training could focus on personalised and empathetic information delivery.
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Affiliation(s)
| | - Goss Silvia
- Marie Curie Research Centre, Cardiff University, Cardiff CF14 4YS, United Kingdom.
| | - Hope Isabel
- Marie Curie Research Centre, Cardiff University, Cardiff CF14 4YS, United Kingdom; Health Education Improvement Wales, United Kingdom.
| | - Mann Mala
- Marie Curie Research Centre, Cardiff University, Cardiff CF14 4YS, United Kingdom.
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14
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Chen Y, Zhang L, Zhang J, Yu H, Jiang W, Li Q, Zhou Y. 'Did I Make the Right Choice': A Qualitative Exploration of Decision Regret Among Family Caregivers After Hospitalising a Patient With Schizophrenia. Int J Ment Health Nurs 2025; 34:e70012. [PMID: 39952795 DOI: 10.1111/inm.70012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 01/14/2025] [Accepted: 01/29/2025] [Indexed: 02/17/2025]
Abstract
Committing a family member with schizophrenia to a psychiatric ward is a coping mechanism often employed under challenging circumstances. This decision entails significant emotional repercussions and ethical dilemmas, potentially undermining the psychological well-being of the family and eroding public trust in mental health services and professionals. This study investigates the experiences of regret among family members after deciding to commit a relative to a locked ward, adhering to the COREQ guidelines. Employing a descriptive qualitative methodology, we conducted in-depth interviews with 14 family members in Heilongjiang Province, China, who faced this difficult choice. Data were analysed using reflexive thematic analysis, which identified seven themes within three stages: Decision antecedent (limited comprehension of schizophrenia and treatment, deficiencies in supportive environment), decision process (suboptimal communication, hospitalisation and weighing of alternative options) and decision outcome (emotional burden of a loved one's hospital life, the indelible mark of schizophrenia, impact on family dynamics). The study highlights the need for targeted interventions, including addressing biased social media portrayals, enhancing the accuracy of medical information, ensuring transparency in psychiatric practices and improving support for families during hospitalisation.
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Affiliation(s)
- Yubin Chen
- Department of Nursing, Harbin Medical University, Harbin, Heilongjiang, China
| | - Linghui Zhang
- Department of Nursing, Harbin Medical University, Harbin, Heilongjiang, China
| | - Jiayuan Zhang
- Department of Nursing, Harbin Medical University, Harbin, Heilongjiang, China
| | - Hong Yu
- Department of Nursing, Harbin Medical University, Harbin, Heilongjiang, China
| | - Wenlong Jiang
- The Third People's Hospital of Daqing, Daqing, Heilongjiang, China
| | - Qi Li
- Department of Nursing, Harbin Medical University, Harbin, Heilongjiang, China
| | - Yuqiu Zhou
- Department of Nursing, Huzhou University, Huzhou, Zhejiang, China
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15
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Dorman S, Rees J. Using the communication technique of Clean Language in healthcare: an exploratory survey. BMJ Open Qual 2024; 13:e003102. [PMID: 39797671 PMCID: PMC11752020 DOI: 10.1136/bmjoq-2024-003102] [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: 09/03/2024] [Accepted: 12/05/2024] [Indexed: 01/13/2025] Open
Abstract
Communication is fundamental to effective healthcare. Misunderstandings can increase distress, risks and costs. Clean Language is a precision questioning technique-with specific Clean Language questions which minimise assumptions and bias. It is used in a variety of contexts but is under-researched in healthcare. An exploratory online survey was undertaken to develop an understanding of who uses Clean Language in healthcare, in what kind of roles, settings, contexts and what impacts they identify. 32 people responded, of whom 23 reported using Clean Language in a range of contexts, individually and in groups; 21 people had received training in Clean Language. Participants worked in a wide range of roles, specialties and settings, both clinical and non-clinical, and described Clean Language enabling engagement and encouragement; confidence, knowledge and power; surfacing and handling emotion and conflict in a safe way; clarity, depth, understanding and insights. Some respondents noted that Clean Language is not always intuitive and takes practice but can become natural and enjoyable to use. Communication skills training could include Clean Language questions as one way to enhance understanding. Further exploration of the impact of Clean Language, including from the perspective of patients and families, is warranted.
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Affiliation(s)
- Saskie Dorman
- Palliative Medicine, University Hospitals Dorset NHS Foundation Trust, Poole, UK
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16
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Felber SJ, Zambrano SC, Guffi T, Schmitz FM, Brem BG, Schnabel KP, Guttormsen S, Eychmüller S. How to talk about dying? The development of an evidence-based model for communication with patients in their last days of life and their family caregivers. PEC INNOVATION 2024; 5:100309. [PMID: 39027227 PMCID: PMC11254737 DOI: 10.1016/j.pecinn.2024.100309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 06/06/2024] [Accepted: 06/17/2024] [Indexed: 07/20/2024]
Abstract
Objective To help healthcare professionals (HCP) act with more confidence when communicating about approaching death, we sought to develop a communication model for HCP to facilitate conversations with dying patients and family caregivers (FC) in nonemergency situations. Methods We used a four-phase integrative approach: (1) creation of a preliminary model based on a systematic literature review and expert knowledge, (2) review of the model draft by international palliative care experts, (3) review by key stakeholders, and (4) final appraisal by communication experts. Results After the clinical recognition of dying, the communication model provides a structure and practical communication aids for navigating the conversation based on three phases. It describes the content and relational level as core dimensions of effective conversations about approaching death and highlights the importance of HCP self-awareness and self-care when caring for the dying. Conclusion Based on systematic involvement of key stakeholders, the model supports clinicians navigating challenging conversations about approaching death with dying patients and their FC successfully and with more confidence. Innovation This study expands the theoretical basis for communication about approaching death and offers a pragmatic model for educational interventions and clinical use.
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Affiliation(s)
- Sibylle J. Felber
- University Centre for Palliative Care (UZP), Bern University Hospital, University of Bern, Bern, Switzerland
| | - Sofia C. Zambrano
- University Centre for Palliative Care (UZP), Bern University Hospital, University of Bern, Bern, Switzerland
- Institute for Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | - Tommaso Guffi
- Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - Felix M. Schmitz
- Institute for Medical Education (IML), University of Bern, Bern, Switzerland
| | - Beate G. Brem
- Institute for Medical Education (IML), University of Bern, Bern, Switzerland
| | - Kai P. Schnabel
- Institute for Medical Education (IML), University of Bern, Bern, Switzerland
| | - Sissel Guttormsen
- Institute for Medical Education (IML), University of Bern, Bern, Switzerland
| | - Steffen Eychmüller
- University Centre for Palliative Care (UZP), Bern University Hospital, University of Bern, Bern, Switzerland
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17
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Albashayreh A, Gilbertson-White S, Al Nashash D, Shamieh O, Al-Omari M, Kinser P. A qualitative exploration of goals-of-care discussions with seriously ill patients in Jordan. Palliat Support Care 2024; 22:986-993. [PMID: 36960613 DOI: 10.1017/s1478951523000226] [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] [Indexed: 03/25/2023]
Abstract
OBJECTIVES This study aims to explore seriously ill patients' experiences during goals-of-care discussions and perspectives of end-of-life (EOL) decision-making in the Middle Eastern country of Jordan. METHODS This is a qualitative descriptive study with semi-structured, one-on-one interviews. Settings were 2 large hospitals in Jordan. Patients were a purposeful sample of 14 Arabic-speaking adults who were seriously ill and hospitalized with palliative care needs. RESULTS Conventional content analysis identified 4 main themes: perceived suffering during serious illness, attitudes toward discussing EOL decision-making, goals of care and preferences for EOL, and actions to enhance EOL decision-making. Disease and treatment burdens and concerns about life, family, and death were sources of suffering during serious illness. What matters most to patients at EOL were alleviating suffering and getting support from family, friends, and care providers. Although patients expressed reluctance and inaction toward EOL decision-making due to uncertainties, lacking awareness, and assumptions of fear, their potential goals of care were to live longer, be with their families, and die with dignity. SIGNIFICANCE OF RESULTS Jordanians and culturally similar Arabs could benefit from goals-of-care discussions. The proper, culturally sensitive implementation of goals-of-care discussions in Arab populations with similar cultural norms requires raising public awareness and clarifying the legitimacy of goals-of-care discussions, preparing patients and their families for the discussions, and considering individual variations in handling the discussions.
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Affiliation(s)
| | | | - Dalal Al Nashash
- Kuwait Cancer Control Center, Ministry of Health, Kuwait City, Kuwait
| | - Omar Shamieh
- Department of Palliative Care, King Hussein Cancer Center, Amman, Jordan
- School of Medicine, University of Jordan, Amman, Jordan
| | - Ma'an Al-Omari
- Department of Nursing, King Abdulla University Hospital, Irbid, Jordan
| | - Patricia Kinser
- School of Nursing, Virginia Commonwealth University, Richmond, VA, USA
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18
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Levoy K, Ashare RL, Ganta N, O'Connor N, Meghani SH. Caregiver Engagement in Serious Illness Communication in a Long-Term Acute Care Hospital Setting. Am J Hosp Palliat Care 2024; 41:1109-1119. [PMID: 38100624 DOI: 10.1177/10499091231219799] [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] [Indexed: 12/17/2023] Open
Abstract
CONTEXT Prolonged management of critical illnesses in long-term acute care hospitals (LTACH) makes serious illness communication (SIC), a clinical imperative. SIC in LTACH is challenging as clinicians often lack training and patients are typically unable to participate-making caregivers central. OBJECTIVES This qualitative descriptive study characterized caregiver engagement in SIC encounters, while considering influencing factors, following the implementation of Ariadne Labs' SIC training at a LTACH in the Northeastern United States. METHODS Clinicians' documented SIC notes (2019-2020) were analyzed using directed content analysis. Codes were grouped into four categories generated from two factors that influence SIC-evidence of prognostic understanding (yes/no) and documented preferences (yes/no)-and caregiver engagement themes identified within each category. RESULTS Across 125 patient cases, 251 SIC notes were analyzed. In the presence of prognostic understanding and documented preferences, caregivers acted as upholders of patients' wishes (29%). With prognostic understanding but undocumented preferences, caregivers were postponers of healthcare decision-making (34%). When lacking prognostic understanding but having documented preferences, caregivers tended to be searchers, intent on identifying continued treatment options (13%). With poor prognostic understanding and undocumented preferences, caregivers were strugglers, having difficulty with the clinicians or family unit over healthcare decision-making (21%). CONCLUSION The findings suggest that two factors-prognostic understanding and documented preferences-are critical factors clinicians can leverage in tailoring SIC to meet caregivers' SIC needs in the LTACH setting. Such strategies shift attention away from SIC content alone toward factors that influence caregivers' ability to meaningfully engage in SIC to advance healthcare decision-making.
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Affiliation(s)
- Kristin Levoy
- Department of Community and Health Systems, Indiana University School of Nursing, Indianapolis, IN, USA
- Indiana University Center for Aging Research, Regenstrief Institute, Indianapolis, IN, USA
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA
| | - Rebecca L Ashare
- Department of Psychology, State University of New York at Buffalo, Buffalo, NY, USA
| | - Niharika Ganta
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Nina O'Connor
- Temple Center for Population Health, Temple Health, Philadelphia, PA, USA
| | - Salimah H Meghani
- NewCourtland Center for Transitions and Health, Department of Biobehavioral Health Sciences, University of Pennsylvania School of Nursing, Philadelphia, PA, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
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Renet A, Azoulay E, Reignier J, Cariou A, Renault A, Huet O, Pochard F, Engelberg RA, Kentish-Barnes N. "It's all about setting the stage." The nurse facilitator trial: perceived outcomes and implementation issues. A qualitative study among ICU clinicians and nurse facilitators. Intensive Care Med 2024; 50:1657-1667. [PMID: 39158706 DOI: 10.1007/s00134-024-07589-z] [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: 06/07/2024] [Accepted: 08/01/2024] [Indexed: 08/20/2024]
Abstract
PURPOSE For the first time in France, a randomised controlled trial was conducted to evaluate the impact of a nurse facilitator on family psychological symptoms. We sought to explore the implementation of the intervention, how it was experienced by clinicians, as well as the barriers and facilitators to implementing the change. METHODS We conducted qualitative semi-structured interviews with intensive care unit (ICU) clinicians and facilitators involved in the trial. Interview questions focused on participants' perceptions of the intervention and its outcomes, including the effect of the intervention on patients, families and the health care team, and barriers and facilitators to its implementation. Interviews were conducted by two social science researchers, audio recorded, transcribed, and analyzed using thematic content analysis. RESULTS Twenty-three clinicians were interviewed from the five participating ICUs. Three themes emerged, capturing clinicians' perspectives on implementing the intervention: (1) improved communication and enhanced care for families and the ICU team, albeit with some associated risks; (2) active listening and support, both for families and ICU clinicians but with certain limitations; (3) barriers to implementation including lack of organizational readiness, exclusion of under-represented groups, and facilitator challenges including role ambiguity and the need for role support. CONCLUSION Participants believed the facilitator intervention potentially improved families' experience. However, they also highlighted emotional difficulties and tensions with some members of the participating teams, due to competing territories and ambiguous role definitions. Facilitators' failure to affect decision-making suggests their role in enhancing goal-concordant care was inadequate within the setting.
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Affiliation(s)
- Anne Renet
- APHP Nord, Saint Louis Hospital, Famiréa Research Group, Intensive Care Unit, 1 Avenue Claude Vellefaux, Paris, France
| | - Elie Azoulay
- APHP Nord, Saint Louis Hospital, Famiréa Research Group, Intensive Care Unit, 1 Avenue Claude Vellefaux, Paris, France
- Paris Cité University, Paris, France
| | - Jean Reignier
- Medical Intensive Care Unit, Nantes University Hospital, Nantes, France
| | - Alain Cariou
- Paris Cité University, Paris, France
- APHP Centre, Cochin Hospital, Intensive Care Unit, Paris, France
| | - Anne Renault
- Medical Intensive Care Unit, Brest University Hospital, Brest, France
| | - Olivier Huet
- Anaesthesia and Intensive Care Unit, Brest University Hospital, Brest, France
| | - Frédéric Pochard
- APHP Nord, Saint Louis Hospital, Famiréa Research Group, Intensive Care Unit, 1 Avenue Claude Vellefaux, Paris, France
| | - Ruth A Engelberg
- Cambia Palliative Care Center of Excellence at UW Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington, Seattle, WA, USA
| | - Nancy Kentish-Barnes
- APHP Nord, Saint Louis Hospital, Famiréa Research Group, Intensive Care Unit, 1 Avenue Claude Vellefaux, Paris, France.
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20
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Jia N, Wu Y. Discourse Analysis in End-of-Life Communication: A Systematic Review. HEALTH COMMUNICATION 2024:1-16. [PMID: 39246016 DOI: 10.1080/10410236.2024.2400815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/10/2024]
Abstract
Discourse analysis (DA) has emerged as a valuable method for examining communication between participants in end-of-life (EOL) care. However, there remains a gap in synthesizing the findings of discourse analytic studies focused on communication within EOL care settings. The aim of this study was to synthesize DA studies in EOL care. A systematic review was conducted following the Preferred Reporting Items for Systematic Review and Meta-Analyses (Prisma) guidelines. An electronic database of Web of Science (WOS), MEDLINE, PubMed, and Embase was performed. 14 peer-reviewed studies published in English before January 10 2024, were included. Thematic analysis identified three overarching themes: (1) caregivers' discursive stances on EOL care, (2) discursive practices of participants in shared decision-making conversations, and (3) discursive resources in talking illness trajectories. Findings suggest that DA has the potential to provide insights into understanding communication practices in EOL care and examining an individual's stance on issues about EOL care, thus informing clinical practice and improving patient-centered care.
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Affiliation(s)
- Nan Jia
- Center for Geriatric Healthcare Services and Health Education, Qufu Normal University
| | - Yijin Wu
- Center for Geriatric Healthcare Services and Health Education, Qufu Normal University
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21
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Bansal S, Molloy EJ, Rogers E, Bidegain M, Pilon B, Hurley T, Lemmon ME. Families as partners in neonatal neuro-critical care programs. Pediatr Res 2024; 96:912-921. [PMID: 38886506 DOI: 10.1038/s41390-024-03257-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 04/07/2024] [Accepted: 04/15/2024] [Indexed: 06/20/2024]
Abstract
Parents of neonates with neurologic conditions face a specific breadth of emotional, logistical, and social challenges, including difficulties coping with prognostic uncertainty, the need to make complex medical decisions, and navigating new hopes and fears. These challenges place parents in a vulnerable position and at risk of developing mental health issues, which can interfere with bonding and caring for their neonate, as well as compromise their neonate's long-term neurodevelopment. To optimize neurologic and developmental outcomes, emerging neonatal neuro-critical care (NNCC) programs must concurrently attend to the unique needs of the developing newborn brain and of his/her parents. This can only be accomplished by embracing a family-centered care environment-one which prioritizes effective parent-clinician communication, longitudinal parent support, and parents as equitable partners in clinical care. NNCC programs offer a multifaceted approach to critical care for neonates at-risk for neurodevelopmental impairments, integrating expertise in neonatology and neurology. This review highlights evidence-based strategies to guide NNCC programs in developing a family-partnered approach to care, including primary staffing models; staff communication, implicit bias, and cultural competency trainings; comprehensive and tailored caregiver training; single-family rooms; flexible visitation policies; colocalized neonatal and maternal care; uniform mental health screenings; follow-up care referrals; and connections to peer support. IMPACT: Parents of neonates with neurologic conditions are at high-risk for experiencing mental health issues, which can adversely impact the parent-neonate relationship and long-term neurodevelopmental outcomes of their neonates. While guidelines to promote families as partners in the neonatal intensive care unit (NICU) have been developed, no protocols integrate the unique needs of parents in neonatal neurologic populations. A holistic approach that makes families true partners in the care of their neonate with a neurologic condition in the NICU has the potential to improve mental and physical well-being for both parents and neonates.
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Affiliation(s)
- Simran Bansal
- Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA
| | - Eleanor J Molloy
- Paediatric Research Laboratory, Trinity Translational Medicine Institute (TTMI), St. James' Hospital, Dublin, Ireland
- Discipline of Paediatrics, Dublin Trinity College, The University of Dublin, Dublin, Ireland
- Trinity Research in Childhood Centre (TriCC), Children's Health Ireland & Coombe Hospital, Dublin, Ireland
| | - Elizabeth Rogers
- Department of Pediatrics, University of California San Francisco, San Francisco, CA, USA
| | - Margarita Bidegain
- Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA
| | | | - Tim Hurley
- Paediatric Research Laboratory, Trinity Translational Medicine Institute (TTMI), St. James' Hospital, Dublin, Ireland
- Discipline of Paediatrics, Dublin Trinity College, The University of Dublin, Dublin, Ireland
| | - Monica E Lemmon
- Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA.
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA.
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22
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Lillie HM. Healthcare Providers' Resilience Communication: A New Type of Patient-Centered Communication. JOURNAL OF HEALTH COMMUNICATION 2024; 29:514-523. [PMID: 38982683 PMCID: PMC11328888 DOI: 10.1080/10810730.2024.2376610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2024]
Abstract
Patient-centered communication (PCC) is considered a key component of quality healthcare, with reported levels of PCC rising over the last decade. However, engagement with patient emotions and uncertainty have been slower to rise, and healthcare providers at times use PCC behaviors to manipulate patients. Healthcare providers' use of the communication theory of resilience's (CTR) processes could benefit patients. A cross-sectional survey in the United States (N = 486) tested associations between CTR processes and patient satisfaction and perceived physical and mental health. All five core CTR processes were positively correlated with patient outcomes. When controlling for traditional PCC behaviors: (a) crafting normalcy, identity anchors, and alternative logics were positively related to patient satisfaction, (b) no processes were related to perceived mental health, and (c) communication networks, alternative logics, and productive action were positively related to perceived physical health. Condition severity moderated three associations. At moderate-high severity, crafting normalcy and communication networks were positively related to perceived mental health, and crafting normalcy was positively related to perceived physical health. Findings extend CTR into the patient-provider relationship and demonstrate the practical potential of CTR processes for improving patient outcomes. The study also forwards a measure of healthcare provider resilience communication (HPRC).
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Affiliation(s)
- Helen M Lillie
- Department of Communication Studies, University of Iowa, Iowa City, Iowa, USA
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23
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Kube P, Levy C, Diaz MCG, Dickerman M. Improving the Procedure of Delivering Serious News: Impact of a Six-Month Curriculum for Second Year Pediatric Residents. Am J Hosp Palliat Care 2024; 41:889-894. [PMID: 37822065 DOI: 10.1177/10499091231206562] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/13/2023] Open
Abstract
Objective: We implemented and studied a novel curriculum that combined role play, didactic education, and the use of a procedure card for asynchronous learning to improve second-year pediatric residents' skills in delivering serious news. Design: Phase 1 established baseline performance with a self-efficacy survey and observed simulation delivering serious news. Phase 2 included directed education of participants with a validated communication skills training framework. During Phase 3, participants were instructed to review the communication procedure card as a just-in-time reference prior to delivering serious news to patients and their families over 6 months. Following this period, participants completed a second self-efficacy survey and engaged in another observed simulation session delivering serious news. Pre and post intervention performance and self-efficacy were compared. Results: A total of 21 out of 26 (81%) participants completed all phases of this study. Participants had a statistically significant increase (p < .001) in self-efficacy scores post-intervention compared to pre-intervention for each of the skills to effectively deliver serious news: assess understanding, communicate news clearly, allow for silence, respond to emotion, and equip for next steps. Additionally, investigator assessments of participants showed an overall statistically significant improvement (p < .001) in all five communication skills post intervention compared to pre intervention. Conclusions: This curriculum resulted in significantly improved self-efficacy and observed ratings of communication skills in second-year pediatric residents over a 6-month period.
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Affiliation(s)
- Paige Kube
- Department of Pediatrics, Nemours Children's Health, Delaware/Alfred I. duPont Hospital for Children, Wilmington, DE, USA
| | - Carly Levy
- Department of Palliative Medicine, Nemours Children's Health, Delaware/Alfred I. duPont Hospital for Children, Wilmington, DE, USA
| | - Maria Carmen G Diaz
- Department of Emergency Medicine, Department of Simulation Medicine, Nemours Children's Health, Delaware/Alfred I. duPont Hospital for Children, Wilmington, DE, USA
| | - Mindy Dickerman
- Department of Critical Care Medicine, Department of Palliative Medicine, Nemours Children's Health, Delaware/Alfred I. duPont Hospital for Children, Wilmington, DE, USA
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24
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Broden EG, Eche-Ugwu IJ, DeCourcey DD, Wolfe J, Hinds PS, Snaman J. "At Least I Can Push this Morphine": PICU Nurses' Approaches to Suffering Among Dying Children. J Pain Symptom Manage 2024; 68:132-141.e2. [PMID: 38679304 DOI: 10.1016/j.jpainsymman.2024.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 04/15/2024] [Accepted: 04/17/2024] [Indexed: 05/01/2024]
Abstract
CONTEXT Parents of children who die in the pediatric intensive care unit (PICU) carry memories of their child's suffering throughout a lifelong grieving experience. Given their prolonged time at the bedside, PICU nurses are poised to attend to dying children's suffering. OBJECTIVES We aimed to explore how PICU nurses identify, assess, and attend to EOL suffering. METHODS Interpretive descriptive qualitative study with thematic analysis of virtual focus groups from a geographically diverse sample of PICU nurses. RESULTS Nurses participated in five focus groups (N = 19). Most identified as White (89%) females (95%) with a range of 1-24 years of PICU experience and involvement in >10 EOL care cases (89%). Nurses described approaches to suffering within five themes: 1) Identifying and easing perceptible elements; 2) Recognizing and responding to subtleties moment-to-moment; 3) Acclimating to family interdependence; 4) Synchronizing nurse in-the-room insight with systemic complexity; and 5) Accounting for ambiguity. Nurses detailed elements of suffering they could "fix" with straightforward, external interventions (e.g., pain medication). More complex tasks like optimizing care within familial and interprofessional team relationships while navigating psychosocial responses from children and families challenged nurses. Nurses attempted to minimize EOL suffering amidst ambiguity and complexity using internal processes including managing the environment and titrating moment-to-moment care. CONCLUSIONS While physical suffering may be remedied with direct nursing care, holistically attending to EOL suffering in the PICU requires both bolstering external processes and strengthening PICU nurses' internal resources. Improving psychosocial training and optimizing interprofessional care systems could better support dying children and their families.
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Affiliation(s)
- Elizabeth G Broden
- Department of Psychosocial Oncology and Palliative Care (E.G.B., J.S.), Dana-Farber Cancer Institute, Boston Massachussetts; National Clinician Scholars Program (E.G.B.), Yale Schools of Medicine and Public Health, New Haven, Connecticut.
| | - Ijeoma Julie Eche-Ugwu
- Phyllis F. Cantor Center for Research in Nursing and Patient Care Services(I.J.E.U.), Dana-Farber Cancer Institute, Boston, Massachussetts
| | - Danielle D DeCourcey
- Department of Pediatrics (D.D.D., J.W., J.S.), Harvard Medical School Boston, Massachussetts; Division of Medical Critical Care (D.D.D.), Boston Children's Hospital, Boston, Massachussetts
| | - Joanne Wolfe
- Department of Pediatrics (D.D.D., J.W., J.S.), Harvard Medical School Boston, Massachussetts; Department of Pediatrics (J.W.), Massachusetts General Hospital and Department of Pediatrics, Brigham and Women's Hospital, Boston, Massachussetts
| | - Pamela S Hinds
- Department of Nursing Science (P.H.), Professional Practice and Quality, Children's National Hospital, Washington, DC; Department of Pediatrics (P.H.), The George Washington University, Washington, DC
| | - Jennifer Snaman
- Department of Psychosocial Oncology and Palliative Care (E.G.B., J.S.), Dana-Farber Cancer Institute, Boston Massachussetts; Department of Pediatrics (D.D.D., J.W., J.S.), Harvard Medical School Boston, Massachussetts
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25
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Keeney T, Shameklis J, Drutchas A, Paladino J, Lindenberger E, Ritchie C, Calton B. Breaking the Cycle: Using Serious Illness Communication to Optimize Care Transition Planning in Serious Illness. J Am Med Dir Assoc 2024; 25:104853. [PMID: 37949431 DOI: 10.1016/j.jamda.2023.10.004] [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: 08/07/2023] [Revised: 10/02/2023] [Accepted: 10/03/2023] [Indexed: 11/12/2023]
Abstract
It is widely recognized that many older adults in their last year of life will cycle between hospitals and skilled nursing facilities-a phenomenon described as "rehabbing to death." Several strategies to address this complex problem have been proposed, including developing and testing serious illness communication models to provide goal-concordant care by aligning what matters most to patients with how they spend their time in the last months of life. Serious illness communication (SIC) includes structured skills clinicians can use with patients and caregivers to assess illness understanding, goals and values, share information, and make recommendations. Despite the potential of SIC models, there is a lack of literature focused on developing and testing SIC strategies in the context of care transition planning for older adults with serious illness. Our interprofessional team developed "Rehabbing to Death: Practical Strategies to Optimize Care Transitions for Patients with Serious Illness," an evidence-based, interprofessional SIC training curriculum for hospital-based rehabilitation clinicians. This 3-session curriculum was designed to enable rehabilitation clinicians to acquire knowledge of trajectories and outcomes for patients living with serious illness and communication skills to use with patients, families, and interprofessional colleagues. Nine rehabilitation clinicians (n = 3 equally from Physical Therapy, Occupational Therapy, and Speech-Language Pathology) participated in our pilot. Sessions were highly attended [100% (n = 9) sessions 1 and 2, 89% (n = 8) session 3]. Participants who completed the curriculum reported increased self-rated confidence in knowledge of serious illness and ability to communicate prognostic information and recommendations for care transitions with patients, families, and colleagues. In addition, 78% of participants would recommend the curriculum to a colleague and strongly agreed that curricular content and skills were relevant to their clinical practice. Pilot results suggest that implementing an SIC curriculum for hospital-based rehabilitation clinicians is feasible, given high rates of completion and satisfaction.
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Affiliation(s)
- Tamra Keeney
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, Boston, MA, USA; Mongan Institute Center for Aging and Serious Illness, Massachusetts General Hospital, Boston, MA, USA; Continuum Project, Massachusetts General Hospital, Boston, MA, USA.
| | - Jaclyn Shameklis
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, Boston, MA, USA; Continuum Project, Massachusetts General Hospital, Boston, MA, USA
| | - Alexis Drutchas
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, Boston, MA, USA; Continuum Project, Massachusetts General Hospital, Boston, MA, USA
| | - Joanna Paladino
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, Boston, MA, USA; Mongan Institute Center for Aging and Serious Illness, Massachusetts General Hospital, Boston, MA, USA; Continuum Project, Massachusetts General Hospital, Boston, MA, USA
| | - Elizabeth Lindenberger
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, Boston, MA, USA; Continuum Project, Massachusetts General Hospital, Boston, MA, USA
| | - Christine Ritchie
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, Boston, MA, USA; Mongan Institute Center for Aging and Serious Illness, Massachusetts General Hospital, Boston, MA, USA
| | - Brook Calton
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, Boston, MA, USA
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26
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deGraauw J, Wong SP. Engaging Patients in Decision Making about Treatment of Kidney Failure: The Art and Science of Communication. J Am Soc Nephrol 2024; 35:673-675. [PMID: 38713530 PMCID: PMC11164112 DOI: 10.1681/asn.0000000000000374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/09/2024] Open
Affiliation(s)
- Jennifer deGraauw
- New Mexico VA Health Care System, University of New Mexico, Albuquerque, New Mexico
| | - Susan P.Y. Wong
- Renal Dialysis Unit, VA Puget Sound Health Care System, University of Washington, Seattle, Washington
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27
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Kentish-Barnes N, Azoulay E, Reignier J, Cariou A, Lafarge A, Huet O, Gargadennec T, Renault A, Souppart V, Clavier P, Dilosquer F, Leroux L, Légé S, Renet A, Brumback LC, Engelberg RA, Pochard F, Resche-Rigon M, Curtis JR. A randomised controlled trial of a nurse facilitator to promote communication for family members of critically ill patients. Intensive Care Med 2024; 50:712-724. [PMID: 38573403 DOI: 10.1007/s00134-024-07390-y] [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: 12/15/2023] [Accepted: 03/10/2024] [Indexed: 04/05/2024]
Abstract
PURPOSE Suboptimal communication with clinicians, fragmented care and failure to align with patients' preferences are determinants of post intensive care unit (ICU) burden in family members. Our aim was to evaluate the impact of a nurse facilitator on family psychological burden. METHODS We carried out a randomised controlled trial in five ICUs in France comparing standard communication by ICU clinicians to additional communication and support by nurse facilitators. We included patients > 18 years, with expected ICU length of stay > 2 days, chronic life-limiting illness, and their family members. Facilitators were trained to help families to secure care in line with patient's goals, beginning in ICU and continuing for 3 months. Assessments were made at baseline and 1, 3 and 6 months post-randomisation. Primary outcome was the evolution of family symptoms of depression over 6 months using a linear mixed effects model on the depression subscale of the Hospital Anxiety and Depression Scale (HADS). Secondary outcomes included HADS-Anxiety, Impact of Event Scale-6, goal-concordant care and experience of serious illness (QUAL-E). RESULTS 385 patients and family members were enrolled. Follow-up at 1-, 3- and 6-month was completed by 284 (74%), 264 (68.6%) and 260 (67.5%) family members respectively. The intervention was associated with significantly more formal meetings between the ICU team and the family (1 [1-3] vs 2 [1-4]; p < 0.001). There was no significant difference between the intervention and control groups in evolution of symptoms of depression over 6 months (p = 0.91), nor in symptoms of depression at 6 months [0.53 95% CI (- 0.48; 1.55)]. There were no significant differences in secondary outcomes. CONCLUSION This study does not support the use of facilitators for family members of ICU patients.
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Affiliation(s)
- Nancy Kentish-Barnes
- Medical Intensive Care Unit, Famiréa Research Group, APHP, Saint Louis University Hospital, Paris, France.
| | - Elie Azoulay
- Medical Intensive Care Unit, Famiréa Research Group, APHP, Saint Louis University Hospital, Paris, France
- Paris Cité University, Paris, France
| | - Jean Reignier
- Medical Intensive Care Unit, CHU de Nantes, Nantes, France
- Université de Nantes, Nantes, France
| | - Alain Cariou
- Paris Cité University, Paris, France
- Medical Intensive Care Unit, APHP, Cochin University Hospital, Paris, France
| | - Antoine Lafarge
- Medical Intensive Care Unit, Famiréa Research Group, APHP, Saint Louis University Hospital, Paris, France
| | - Olivier Huet
- Anaesthesia and Intensive Care Unit, Brest University Hospital, Brest, France
- Université de Brest, Brest, France
| | - Thomas Gargadennec
- Anaesthesia and Intensive Care Unit, Brest University Hospital, Brest, France
| | - Anne Renault
- Medical Intensive Care Unit, Brest University Hospital, Brest, France
| | - Virginie Souppart
- Medical Intensive Care Unit, Famiréa Research Group, APHP, Saint Louis University Hospital, Paris, France
| | - Pamela Clavier
- Medical Intensive Care Unit, CHU de Nantes, Nantes, France
| | | | - Ludivine Leroux
- Medical Intensive Care Unit, Brest University Hospital, Brest, France
| | - Sébastien Légé
- Medical Intensive Care Unit, APHP, Cochin University Hospital, Paris, France
| | - Anne Renet
- Medical Intensive Care Unit, Famiréa Research Group, APHP, Saint Louis University Hospital, Paris, France
| | - Lyndia C Brumback
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle, USA
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, USA
| | - Ruth A Engelberg
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle, USA
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, USA
| | - Frédéric Pochard
- Medical Intensive Care Unit, Famiréa Research Group, APHP, Saint Louis University Hospital, Paris, France
| | - Matthieu Resche-Rigon
- Paris Cité University, Paris, France
- Clinical Research Unit, APHP, Saint Louis University Hospital, Paris, France
| | - J Randall Curtis
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle, USA
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, USA
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28
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Gross J, Koffman J. Examining how goals of care communication are conducted between doctors and patients with severe acute illness in hospital settings: A realist systematic review. PLoS One 2024; 19:e0299933. [PMID: 38498549 PMCID: PMC10947705 DOI: 10.1371/journal.pone.0299933] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 02/17/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND Patient involvement in goals of care decision-making has shown to enhance satisfaction, affective-cognitive outcomes, allocative efficiency, and reduce unwarranted clinical variation. However, the involvement of patients in goals of care planning within hospitals remains limited, particularly where mismatches in shared understanding between doctors and patients are present. AIM To identify and critically examine factors influencing goals of care conversations between doctors and patients during acute hospital illness. DESIGN Realist systematic review following the RAMESES standards. A protocol has been published in PROSPERO (CRD42021297410). The review utilised realist synthesis methodology, including a scoping literature search to generate initial theories, theory refinement through stakeholder consultation, and a systematic literature search to support program theory. DATA SOURCES Data were collected from Medline, PubMed, Embase, CINAHL, PsychINFO, Scopus databases (1946 to 14 July 2023), citation tracking, and Google Scholar. Open-Grey was utilized to identify relevant grey literature. Studies were selected based on relevance and rigor to support theory development. RESULTS Our analysis included 52 papers, supporting seven context-mechanism-output (CMO) hypotheses. Findings suggest that shared doctor-patient understanding relies on doctors being confident, competent, and personable to foster trusting relationships with patients. Low doctor confidence often leads to avoidance of discussions. Moreover, information provided to patients is often inconsistent, biased, procedure-focused, and lacks personalisation. Acute illness, medical jargon, poor health literacy, and high emotional states further hinder patient understanding. CONCLUSIONS Goals of care conversations in hospitals are nuanced and often suboptimal. To improve patient experiences and outcome of care interventions should be personalised and tailored to individual needs, emphasizing effective communication and trusting relationships among patients, families, doctors, and healthcare teams. Inclusion of caregivers and acknowledgment at the service level are crucial for achieving desired outcomes. Implications for policy, research, and clinical practice, including further training and skills development for doctors, are discussed.
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Affiliation(s)
- Jamie Gross
- Northwick Park and Central Middlesex Hospitals, London North West University Healthcare NHS Trust, Harrow, United Kingdom
- King’s College London, Cicely Saunders Institute, Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, London, United Kingdom
| | - Jonathan Koffman
- Hull York Medical School, Wolfson Palliative Care Research Centre, University of Hull, Hull, United Kingdom
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29
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Pozzar RA, Tulsky JA, Berry DL, Batista J, Yackel HD, Phan H, Wright AA. Developing a Collaborative Agenda-Setting Intervention (CASI) to promote patient-centered communication in ovarian cancer care: A design thinking approach. PATIENT EDUCATION AND COUNSELING 2024; 120:108099. [PMID: 38086227 DOI: 10.1016/j.pec.2023.108099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 12/01/2023] [Accepted: 12/05/2023] [Indexed: 01/29/2024]
Abstract
OBJECTIVES Patient-centered communication (PCC) occurs when clinicians respond to patients' needs, preferences, and concerns. While PCC is associated with better health-related quality of life in patients with cancer, patients with ovarian cancer have reported unmet communication needs. We used design thinking to develop an intervention to promote PCC in ovarian cancer care. METHODS Following the steps of design thinking, we empathized with stakeholders by reviewing the literature, then created stakeholder and journey maps to define the design challenge. To ideate solutions, we developed a challenge map. Finally, we developed wireframe prototypes and tested them with stakeholders. RESULTS Empathizing revealed that misaligned visit priorities precipitated suboptimal communication. Defining the design challenge and ideating solutions highlighted the need to normalize preference assessments, promote communication self-efficacy, and enhance visit efficiency. The Collaborative Agenda-Setting Intervention (CASI) elicits patients' needs and preferences and delivers communication guidance at the point of care. Stakeholders approved of the prototype. CONCLUSION Design thinking provided a systematic approach to empathizing with stakeholders, identifying challenges, and innovating solutions. PRACTICE IMPLICATIONS To our knowledge, the CASI is the first intervention to set the visit agenda and support communication from within the electronic health record. Future research will assess its usability and acceptability.
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Affiliation(s)
- Rachel A Pozzar
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA 02215, USA; Harvard Medical School, 25 Shattuck St., Boston, MA 02115, USA.
| | - James A Tulsky
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA 02215, USA; Harvard Medical School, 25 Shattuck St., Boston, MA 02115, USA
| | - Donna L Berry
- University of Washington, 1959 NE Pacific St., Seattle, WA 98195, USA
| | - Jeidy Batista
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA 02215, USA
| | | | - Hang Phan
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA 02215, USA
| | - Alexi A Wright
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA 02215, USA; Harvard Medical School, 25 Shattuck St., Boston, MA 02115, USA
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30
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Etkind SN, Barclay S, Spathis A, Hopkins SA, Bowers B, Koffman J. Uncertainty in serious illness: A national interdisciplinary consensus exercise to identify clinical research priorities. PLoS One 2024; 19:e0289522. [PMID: 38422036 PMCID: PMC10903860 DOI: 10.1371/journal.pone.0289522] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 01/16/2024] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND Serious illness is characterised by uncertainty, particularly in older age groups. Uncertainty may be experienced by patients, family carers, and health professionals about a broad variety of issues. There are many evidence gaps regarding the experience and management of uncertainty. AIM We aimed to identify priority research areas concerning uncertainty in serious illness, to ensure that future research better meets the needs of those affected by uncertainty and reduce research inefficiencies. METHODS Rapid prioritisation workshop comprising five focus groups to identify research areas, followed by a ranking exercise to prioritise them. Participants were healthcare professionals caring for those with serious illnesses including geriatrics, palliative care, intensive care; researchers; patient/carer representatives, and policymakers. Descriptive analysis of ranking data and qualitative framework analysis of focus group transcripts was undertaken. RESULTS Thirty-four participants took part; 67% female, mean age 47 (range 33-67). The highest priority was communication of uncertainty, ranked first by 15 participants (overall ranking score 1.59/3). Subsequent priorities were: 2) How to cope with uncertainty; 3) healthcare professional education/training; 4) Optimising clinical approaches to uncertainty; and 5) exploring in-depth experiences of uncertainty. Research questions regarding optimal management of uncertainty were given higher priority than questions about experiences of uncertainty and its impact. CONCLUSIONS These co-produced, clinically-focused research priorities map out key evidence gaps concerning uncertainty in serious illness. Managing uncertainty is the most pressing issue, and researchers should prioritise how to optimally manage uncertainty in order to reduce distress, unlock decision paralysis and improve illness and care experience.
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Affiliation(s)
- Simon N. Etkind
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - Stephen Barclay
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Anna Spathis
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - Sarah A. Hopkins
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Ben Bowers
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Jonathan Koffman
- Hull York Medical School, University of Hull, Hull, United Kingdom
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Gazaway S, Gutierrez O, Wells R, Nix‐Parker T, Lyas C, Daniel S, Lang‐Lindsey K, Bryant T, Knight R, Odom JN. Exploring the health-related decision-making experiences of people with chronic kidney disease and their caregivers: A qualitative study. Health Expect 2024; 27:e13907. [PMID: 37926914 PMCID: PMC10757106 DOI: 10.1111/hex.13907] [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: 06/15/2023] [Revised: 10/21/2023] [Accepted: 10/24/2023] [Indexed: 11/07/2023] Open
Abstract
BACKGROUND This study aimed to explore the decision-making experience of patients with chronic kidney disease (CKD) and their caregivers. METHODS This was a qualitative descriptive study of the decision-making experiences of individuals with stage 3-end-stage CKD and their family caregivers. One-on-one, semistructured interviews were conducted using a guide developed and approved by a community advisory group. Data were analyzed using thematic analysis. RESULTS Three themes were identified: (1) decisions triggered by declining health and broad in scope, (2) challenges to decision-making and (3) factors influencing decision-making. Participants' experiences with health-related decision-making demonstrated that decisions were triggered when health declined. Yet, decisions that impact disease progression were being made in stage 3. Decision-making was made difficult due to lack of information, complex co-morbidities, and poor resource utilization. However, the structure and nature of the medical appointment, supportive caregivers, and resources served to remove challenges. CONCLUSION Decision-support interventions must train patients and caregivers to be empowered participants in answer-seeking behaviours upstream of advanced illness. PUBLIC CONTRIBUTIONS This work was conducted in full collaboration with a community advisory board consisting of patients with CKD, caregivers and clinicians. These members are noted in the acknowledgement section, and those who worked with the team to develop the interview guide, study protocols, and manuscript preparation are included as authors. As part of their role, advisory members met monthly, providing input on recruitment, study progress, inclusion of diverse voices and added relevance to study findings.
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Affiliation(s)
- Shena Gazaway
- Division Family, Commuity, & Health Systems, School of NursingUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Center for Palliative and Supportive CareUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Nephrology Training and Research CenterUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Orlando Gutierrez
- Nephrology Training and Research CenterUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Division of Nephrology, Heersink School of MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Rachel Wells
- Center for Palliative and Supportive CareUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Division‐Acute, Chronic & Continuing Care, School of NursingUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Tamara Nix‐Parker
- School of NursingUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Claretha Lyas
- Division of Nephrology, Heersink School of MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Shawona Daniel
- Division‐Acute, Chronic & Continuing Care, School of NursingUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Katina Lang‐Lindsey
- Department of Social Work, Psychology and CounselingAlabama A&M UniversityHuntsvilleAlabamaUSA
| | | | | | - James N. Odom
- Center for Palliative and Supportive CareUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Division‐Acute, Chronic & Continuing Care, School of NursingUniversity of Alabama at BirminghamBirminghamAlabamaUSA
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Affiliation(s)
- Vicki A Jackson
- From the Department of Medicine, Division of Palliative Care and Geriatric Medicine (V.A.J.), and the Center for Aging and Serious Illness Research (V.A.J., L.E.) and Cancer Outcomes Research and Education Program (V.A.J.), the Mongan Institute, Massachusetts General Hospital, and the Harvard Medical School Center for Palliative Care (V.A.J.) - both in Boston; and the Department of Supportive Oncology, Robert H. Lurie Comprehensive Cancer Center, Northwestern Medical Group, Feinberg School of Medicine, Chicago (L.E.)
| | - Linda Emanuel
- From the Department of Medicine, Division of Palliative Care and Geriatric Medicine (V.A.J.), and the Center for Aging and Serious Illness Research (V.A.J., L.E.) and Cancer Outcomes Research and Education Program (V.A.J.), the Mongan Institute, Massachusetts General Hospital, and the Harvard Medical School Center for Palliative Care (V.A.J.) - both in Boston; and the Department of Supportive Oncology, Robert H. Lurie Comprehensive Cancer Center, Northwestern Medical Group, Feinberg School of Medicine, Chicago (L.E.)
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Arnold RM, Levoy K, Hickman SE, Jawahri AE, Jackson V, Tulsky JA. JPSM Controversies in Palliative Care: "What is the Most Important, Measurable Goal of Serious Illness Conversations in the Ambulatory Setting?". J Pain Symptom Manage 2024; 67:e105-e110. [PMID: 37591321 DOI: 10.1016/j.jpainsymman.2023.08.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 07/31/2023] [Accepted: 08/03/2023] [Indexed: 08/19/2023]
Abstract
There is widespread agreement that clinicians should talk to seriously ill patients and their families about their illnesses. However, advance directives as a quality metric have been called into question because of the lack of data that these conversations lead to goal-concordant care. The controversy has led many to reexamine the purpose of conversations with seriously ill patients and what should be discussed in ambulatory visits. In this Controversies in Palliative care, experts in palliative care review the literature and suggest both how it influences their clinical practice and what research needs to be done to clarify the controversy. While there is not a single outcome that the experts agree on, they posit a variety of different ways to assess these conversations.
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Affiliation(s)
- Robert M Arnold
- Department of Medicine, Section of Palliative Care and Medical Ethics, Palliative Research Center (R.M.A.), UPMC Health System, Palliative and Supportive Care Institute, Pittsburgh, PA, USA.
| | - Kristin Levoy
- Department of Community and Health Systems (K.L., S.E.H.), Indiana University School of Nursing, Indianapolis, IN, USA; Indiana University Center for Aging Research (K.L., S.E.H.), Regenstrief Institute, Inc., Indianapolis, IN, USA; Indiana University Melvin and Bren Simon Comprehensive Cancer Center (K.L.), Indianapolis, IN, USA
| | - Susan E Hickman
- Department of Community and Health Systems (K.L., S.E.H.), Indiana University School of Nursing, Indianapolis, IN, USA; Indiana University Center for Aging Research (K.L., S.E.H.), Regenstrief Institute, Inc., Indianapolis, IN, USA
| | - Areej El Jawahri
- Cancer Center (A.E.J.), Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Vicki Jackson
- Division of Palliative Care and Geriatric Medicine, Department of Medicine (V.J.), Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - James A Tulsky
- Department of Psychosocial Oncology and Palliative Care (J.A.T.), Dana-Farber Cancer Institute, Boston, MA; Division of Palliative Medicine, Department of Medicine (J.A.T.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA
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Matt JE, Rizzo DM, Javed A, Eppstein MJ, Manukyan V, Gramling C, Dewoolkar AM, Gramling R. An Acoustical and Lexical Machine-Learning Pipeline to Identify Connectional Silences. J Palliat Med 2023; 26:1627-1633. [PMID: 37440175 DOI: 10.1089/jpm.2023.0087] [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] [Indexed: 07/14/2023] Open
Abstract
Context: Developing scalable methods for conversation analytics is essential for health care communication science and quality improvement. Purpose: To assess the feasibility of automating the identification of a conversational feature, Connectional Silence, which is associated with important patient outcomes. Methods: Using audio recordings from the Palliative Care Communication Research Initiative cohort study, we develop and test an automated measurement pipeline comprising three machine-learning (ML) tools-a random forest algorithm and a custom convolutional neural network that operate in parallel on audio recordings, and subsequently a natural language processing algorithm that uses brief excerpts of automated speech-to-text transcripts. Results: Our ML pipeline identified Connectional Silence with an overall sensitivity of 84% and specificity of 92%. For Emotional and Invitational subtypes, we observed sensitivities of 68% and 67%, and specificities of 95% and 97%, respectively. Conclusion: These findings support the capacity for coordinated and complementary ML methods to fully automate the identification of Connectional Silence in natural hospital-based clinical conversations.
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Affiliation(s)
- Jeremy E Matt
- Graduate Program in Complex Systems and Data Science, College of Engineering and Mathematical Sciences, University of Vermont, Burlington, Vermont, USA
| | - Donna M Rizzo
- Department of Civil and Environmental Engineering, University of Vermont, Burlington, Vermont, USA
| | - Ali Javed
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University School of Medicine, Stanford University, Stanford, California, USA
| | - Margaret J Eppstein
- Department of Computer Science, University of Vermont, Burlington, Vermont, USA
| | | | - Cailin Gramling
- Graduate Program in Complex Systems and Data Science, College of Engineering and Mathematical Sciences, University of Vermont, Burlington, Vermont, USA
| | - Advik Mandar Dewoolkar
- Department of Electrical and Biomedical Engineering, University of Vermont, Burlington, Vermont, USA
| | - Robert Gramling
- Department of Family Medicine, University of Vermont, Burlington, Vermont, USA
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Zhang X, Ellis A, Quint JK, Bottle A. Survey-identified experiences of prediagnosis and diagnosis process among patients with COPD, asthma, interstitial lung disease and bronchiectasis. BMJ Open Respir Res 2023; 10:e001588. [PMID: 37993278 PMCID: PMC10668245 DOI: 10.1136/bmjresp-2022-001588] [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: 12/16/2022] [Accepted: 10/31/2023] [Indexed: 11/24/2023] Open
Abstract
INTRODUCTION Diagnosis of asthma, chronic obstructive pulmonary disease (COPD), bronchiectasis and interstitial lung disease (ILD) can be convoluted, and limited data exist on understanding the experience of diagnosis from a patient perspective. AIM To investigate a patient's 'route to diagnosis', particularly focusing on the time prior to seeking healthcare, and perceived experiences of the diagnostic pathway. METHODS An online survey was distributed via the UK Taskforce for Lung Health and member mailing lists to patients as well as the website and social media accounts from 23 May 2022 to 5 July 2022. Analysis was descriptive; χ2 tests were performed to make comparisons across diseases. RESULTS There were 398 valid responses (COPD=156, asthma=119, ILD=67 and bronchiectasis=56). While only 9.2% of respondents who were eventually diagnosed with asthma had not heard of their disease, the corresponding percentages for COPD, ILD and bronchiectasis were 34.0%, 74.6% and 69.6%, respectively. 33.9% of people with bronchiectasis believed their delayed diagnosis was due to the health professionals' lack of expertise or knowledge-24.4% for asthma, 19.2% for COPD and 17.9% for ILD.People with COPD were more likely (37.2%) and patients with asthma less likely (10.9%) to report they did not know the signs of potential lung disease (p<0.001). People with COPD were more likely to report that they did not appreciate the severity or urgency of the situation (58.3%) than people with asthma (32.8%), ILD (43.3%) or bronchiectasis (28.6%, p<0.001). The proportion of patients reporting that they were being initially treated for another lung condition was higher in people with bronchiectasis (44.6%) and lower in people with asthma (8.4%, p<0.001). CONCLUSIONS Perceived reasons for diagnostic delay can help health professionals promote early diagnosis and management. Patients' limited knowledge of respiratory diseases also played a factor, indicating the necessity to promote patients' knowledge to encourage earlier help seeking.
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Affiliation(s)
- Xiubin Zhang
- School of Public Health, Imperial College, London, UK
| | | | | | - Alex Bottle
- School of Public Health, Imperial College, London, UK
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McLeod-Sordjan R. Death Preparedness: Development and Initial Validation of the Advance Planning Preparedness Scale. OMEGA-JOURNAL OF DEATH AND DYING 2023:302228231212998. [PMID: 37922539 DOI: 10.1177/00302228231212998] [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: 11/07/2023]
Abstract
Delayed advance planning and costs of life sustaining treatments at end of life significantly contribute to the economic burden of healthcare. Clinician barriers include perceptions of inappropriate timing, lack of skills in end-of-life communication and viewing readiness as a behavior rather than a death attitude. This study developed and validated a measurement of psychological preparedness for advance directive completion. Confirmatory factor analysis (N = 543) of a 35 item pool (Cronbach α = .96) supported five sub-scales; psychological comfort (α = .87), desire to know (α = .88), thinking (α = .84), willingness (α = .82) and existential reflection (α = .79) with a possible common factor (α = .84). Results suggested significant predictors of completing directives in 30 days included discussion (OR .08, p < .001), preparedness (OR 4.08, p = .03) and uncertainty (OR 4.37, p = .02). APP = 35 is a reliable and valid measure with utility to assess readiness for completion of EOL documents.
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Affiliation(s)
- Renee McLeod-Sordjan
- Division of Medical Ethics, Department of Medicine, Northwell Health, Manhasset, NY, USA
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Mittal V, Hakes NA, Magnus D, Batten JN. Vagueness in Goals-of-Care Conferences for Critically Ill Patients: Types of Hedge Language Used by Physicians. Crit Care Med 2023; 51:1538-1546. [PMID: 37358354 DOI: 10.1097/ccm.0000000000005974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/27/2023]
Abstract
OBJECTIVES Hedge language is a category of language that refers to words or phrases that make statements "fuzzier." We sought to understand how physicians use hedge language during goals-of-care conferences in the ICU. DESIGN Secondary analysis of transcripts of audio-recorded goals-of-care conferences in the ICU. SETTING Thirteen ICUs at six academic and community medical centers in the United States. PATIENTS Conferences were between clinicians and surrogates of incapacitated, critically ill adults. INTERVENTIONS Four investigators performed a qualitative content analysis of transcripts using deductive followed by inductive methods to identify types of hedge language used by physicians, then coded all instances of hedge language across 40 transcripts to characterize general patterns in usage. MEASUREMENTS AND MAIN RESULTS We identified 10 types of hedge language: numeric probabilistic statement ("there's an 80% chance"), qualitative probabilistic statement ("there's a good chance"), nonprobabilistic uncertainty statement ("hard to say for her"), plausibility shield ("we expect"), emotion-based statement ("we're concerned"), attribution shield ("according to Dr. X"), adaptor ("sort of"), metaphor ("the chips are stacking up against her"), time reference ("too soon to tell"), and contingency statement ("if we are lucky"). For most types of hedge language, we identified distinct subtypes. Physicians used hedge language frequently in every transcript (median: 74 hedges per transcript) to address diagnosis, prognosis, and treatment. We observed large variation in how frequently each type and subtype of hedge language was used. CONCLUSIONS Hedge language is ubiquitous in physician-surrogate communication during goals-of-care conferences in the ICU and can be used to introduce vagueness to statements in ways beyond expressing uncertainty. It is not known how hedge language impacts decision-making or clinician-surrogate interactions. This study prioritizes specific types of hedge language for future research based on their frequency and novelty.
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Affiliation(s)
- Vaishali Mittal
- Center for Biomedical Ethics, Stanford University, Stanford, CA
- Department of Dermatology, Stanford University, Stanford, CA
| | - Nicholas A Hakes
- Center for Biomedical Ethics, Stanford University, Stanford, CA
- University of Alabama at Birmingham School of Medicine, Birmingham, AL
| | - David Magnus
- Center for Biomedical Ethics, Stanford University, Stanford, CA
- Department of Medicine, Stanford University, Stanford, CA
- Department of Pediatrics, Stanford University, Stanford, CA
| | - Jason N Batten
- Center for Biomedical Ethics, Stanford University, Stanford, CA
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University, Stanford, CA
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Javed A, Rizzo DM, Lee BS, Gramling R. Somtimes: self organizing maps for time series clustering and its application to serious illness conversations. Data Min Knowl Discov 2023; 38:813-839. [PMID: 38711534 PMCID: PMC11069464 DOI: 10.1007/s10618-023-00979-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 08/22/2023] [Indexed: 05/08/2024]
Abstract
There is demand for scalable algorithms capable of clustering and analyzing large time series data. The Kohonen self-organizing map (SOM) is an unsupervised artificial neural network for clustering, visualizing, and reducing the dimensionality of complex data. Like all clustering methods, it requires a measure of similarity between input data (in this work time series). Dynamic time warping (DTW) is one such measure, and a top performer that accommodates distortions when aligning time series. Despite its popularity in clustering, DTW is limited in practice because the runtime complexity is quadratic with the length of the time series. To address this, we present a new a self-organizing map for clustering TIME Series, called SOMTimeS, which uses DTW as the distance measure. The method has similar accuracy compared with other DTW-based clustering algorithms, yet scales better and runs faster. The computational performance stems from the pruning of unnecessary DTW computations during the SOM's training phase. For comparison, we implement a similar pruning strategy for K-means, and call the latter K-TimeS. SOMTimeS and K-TimeS pruned 43% and 50% of the total DTW computations, respectively. Pruning effectiveness, accuracy, execution time and scalability are evaluated using 112 benchmark time series datasets from the UC Riverside classification archive, and show that for similar accuracy, a 1.8× speed-up on average for SOMTimeS and K-TimeS, respectively with that rates vary between 1× and 18× depending on the dataset. We also apply SOMTimeS to a healthcare study of patient-clinician serious illness conversations to demonstrate the algorithm's utility with complex, temporally sequenced natural language. Supplementary Information The online version contains supplementary material available at 10.1007/s10618-023-00979-9.
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Affiliation(s)
- Ali Javed
- Department of Medicine, Stanford University, 300 Pasteur Dr, Stanford, CA 94305 USA
- Department of Computer Science, University of Vermont, Burlington, VT USA
| | - Donna M. Rizzo
- Department of Civil and Environmental Engineering, University of Vermont, Burlington, VT USA
- Department of Computer Science, University of Vermont, Burlington, VT USA
| | - Byung Suk Lee
- Department of Computer Science, University of Vermont, Burlington, VT USA
| | - Robert Gramling
- Department of Family Medicine, University of Vermont, Burlington, VT USA
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Heikkinen PJ, Roberts B. I see you: a Chaplain case study on existential distress and transdisciplinary support. J Health Care Chaplain 2023; 29:381-398. [PMID: 35895688 DOI: 10.1080/08854726.2022.2097780] [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: 10/16/2022]
Abstract
In the setting of major disease progression coupled with active pain, hospitalized patients may become disconnected from their metanarratives and personal grounding. Transdisciplinary palliative care teams are poised to foster patients' connection with their metanarratives by collaborating across areas of expertise to establish goals of care and manage total pain. This case study demonstrates: (1) the unique value of the palliative Chaplain in journeying with the patient through existential distress towards self-discovery, and (2) the role of the palliative chaplain in encouraging a transdisciplinary approach to total pain within a palliative care team.
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Affiliation(s)
- Peter J Heikkinen
- Department of Spiritual Care, Chaplaincy Johns Hopkins Bayview Medical Center, Baltimore, MD, USA
- Palliative Care Program, Department of Medicine, Johns Hopkins School of Medicine, Johns Hopkins Bayview Medical Center, Baltimore, MD, USA
| | - Benjamin Roberts
- Palliative Care Program, Department of Medicine, Johns Hopkins School of Medicine, Johns Hopkins Bayview Medical Center, Baltimore, MD, USA
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Sanders JJ, Blanch-Hartigan D, Ericson J, Tarbi E, Rizzo D, Gramling R, van Vliet L. Methodological innovations to strengthen evidence-based serious illness communication. PATIENT EDUCATION AND COUNSELING 2023; 114:107790. [PMID: 37207565 DOI: 10.1016/j.pec.2023.107790] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 04/29/2023] [Accepted: 05/08/2023] [Indexed: 05/21/2023]
Abstract
BACKGROUND/OBJECTIVE A growing population of those affected by serious illness, prognostic uncertainty, patient diversity, and healthcare digitalization pose challenges for the future of serious illness communication. Yet, there is paucity of evidence to support serious illness communication behaviors among clinicians. Herein, we propose three methodological innovations to advance the basic science of serious illness communication. RESULTS First, advanced computation techniques - e.g. machine-learning techniques and natural language processing - offer the possibility to measure the characteristics and complex patterns of audible serious illness communication in large datasets. Second, immersive technologies - e.g., virtual- and augmented reality - allow for experimentally manipulating and testing the effects of specific communication strategies, and interactional and environmental aspects of serious illness communication. Third, digital-health technologies - e.g., shared notes and videoconferences - can be used to unobtrusively observe and manipulate communication, and compare in-person to digitally-mediated communication elements and effects. Immersive and digital health technologies allow integration of physiological measurement (e.g. synchrony or gaze) that may advance our understanding of patient experience. CONCLUSION/PRACTICE IMPLICATIONS New technologies and measurement approaches, while imperfect, will help advance our understanding of the epidemiology and quality of serious illness communication in an evolving healthcare environment.
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Affiliation(s)
- Justin J Sanders
- Department of Family Medicine, McGill University, Montreal, QC, Canada.
| | | | - Jonathan Ericson
- Department of Information Design and Corporate Communication, Bentley University, Waltham, MA, USA.
| | - Elise Tarbi
- Department of Nursing, University of Vermont, Burlington, VT, USA.
| | - Donna Rizzo
- Department of Civil & Environmental Engineering, University of Vermont, Burlington, VT, USA.
| | - Robert Gramling
- Department of Family Medicine, University of Vermont, Burlington, VT, USA.
| | - Liesbeth van Vliet
- Department of Health and Medical Psychology, University of Leiden, Netherlands
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Viitala A, Åstedt-Kurki P, Lehto JT, Palonen M. 'I am still valuable' - A qualitative study of incurable cancer patients coping in hospice care. Scand J Caring Sci 2023; 37:720-731. [PMID: 36852620 DOI: 10.1111/scs.13160] [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: 08/10/2022] [Revised: 12/30/2022] [Accepted: 02/13/2023] [Indexed: 03/01/2023]
Abstract
BACKGROUND Knowledge of the experiences of coping in patients with incurable cancer is essential for high-quality palliative and end-of-life care. AIM AND OBJECTIVE To describe the coping experiences of patients with incurable cancer in hospice care to better develop patient-centred care. METHODS The data for this qualitative study were collected through semi structured interviews, with patients with incurable cancer in hospice care (N = 20) and analysed with inductive content analysis. Ethical and organisational approvals were obtained, and the participants received both verbal and written information before consenting to participate. RESULTS The patients' coping was enhanced with their involvement in treatment-related decisions. Valuing day-to-day living and coping with emotional stressors helped them accept their own life situations. Accepting their increasing fragility was enhanced by their self-reappraisal. The patients found security in the possibility of receiving support when they needed it. Although the ordinariness of dying in hospice care settings was sometimes too much to bear, they understood dying to be a part of the natural cycle of life. They questioned the responsiveness of healthcare services because they felt that they were not always heard. STUDY LIMITATIONS Because this study was limited to a specific population of cancer patients in hospice care, the results might not be generalised to other patient groups with chronic diseases or other palliative care settings. CONCLUSIONS The experiences of patients in hospice care of coping with incurable cancer were reminiscent of the common coping process descriptions. Surprisingly, even though participants voiced that they had accepted their situation, dying itself was something they did not find crucial to discuss. The crucial aspects - without being in denial - dealt more with focusing on positive thinking and facing life.
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Affiliation(s)
- Anu Viitala
- Nursing Science, Faculty of Social Sciences, Tampere University, Tampere, Finland
- Pirkanmaa Hospital District, Tampere University Hospital, Tampere, Finland
| | - Päivi Åstedt-Kurki
- Nursing Science, Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Juho T Lehto
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Palliative Care Centre and Department of Oncology, Tampere University Hospital, Tampere, Finland
| | - Mira Palonen
- Nursing Science, Faculty of Social Sciences, Tampere University, Tampere, Finland
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Gonella S, Dimonte V, Arnone Y, Albanesi B, Berchialla P, Di Giulio P, van der Steen JT. Interventions to Promote End-of-Life Conversations: A Systematic Review and Meta-Analysis. J Pain Symptom Manage 2023; 66:e365-e398. [PMID: 37164151 DOI: 10.1016/j.jpainsymman.2023.05.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 04/26/2023] [Accepted: 05/02/2023] [Indexed: 05/12/2023]
Abstract
CONTEXT Although several interventions aimed to promote end-of-life conversations are available, it is unclear whether and how these affect delivery of end-of-life conversations. Measuring the processes associated with high-quality end-of-life care may trigger improvement. OBJECTIVES To estimate the effect of interventions aimed to promote end-of-life conversations in clinical encounters with patients with advanced chronic or terminal illness or their family, on process indicators of end-of-life conversations. METHODS Systematic review with meta-analysis (PROSPERO no. CRD42021289471). Four databases (PubMed, CINAHL, PsycINFO, and Scopus) were searched up to September 30, 2021. The primary outcomes were any process indicators of end-of-life conversations. Results of pairwise meta-analyses were presented as Risk Ratio (RR) for occurrence, standardized mean difference (SMD) for quality and ratio of means (ROM) for duration. Meta-analysis was not performed when fewer than four studies were available. RESULTS A total of 4,663 articles were scanned. Eighteen studies were included in the systematic review and 16 entered at least one meta-analysis: documented occurrence (n = 8), patient-reported occurrence (n = 4), patient-reported-quality (n = 4), duration (n = 4). There was significant variability in settings, patients' clinical conditions, and professionals. No significant effect of interventions on documented occurrence (RR 1.54, 95% CI 0.84-2.84; I2 91%), patient-reported occurrence (RR 1.52, 95% CI 0.80-2.91; I2 95%), patient-reported quality (SMD 0.83, 95% CI -1.06 to 2.71; I2 99%), or duration (ROM 1.20, 95% CI 0.95-1.51; I2 65%) of end-of-life conversations was found. Data on frequency were conflicting. Interventions targeting multiple stakeholders promoted earlier and more comprehensive conversations. CONCLUSION Heterogeneity was considerable, but findings suggest no significant effect of interventions on occurrence, patient-reported quality and duration of end-of-life conversations. Nevertheless, we found indications for interventions targeting multiple stakeholders to promote earlier and more comprehensive conversations.
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Affiliation(s)
- Silvia Gonella
- Azienda Ospedaliero Universitaria Città della Salute e della Scienza di Torino (S.G.), Torino, Italy.
| | - Valerio Dimonte
- Department of Public Health and Pediatrics (B.A., P.DG., V.D., Y.A.), University of Torino, Torino, Italy
| | - Ylenia Arnone
- Department of Public Health and Pediatrics (B.A., P.DG., V.D., Y.A.), University of Torino, Torino, Italy
| | - Beatrice Albanesi
- Department of Public Health and Pediatrics (B.A., P.DG., V.D., Y.A.), University of Torino, Torino, Italy
| | - Paola Berchialla
- Department of Clinical and Biological Sciences (P.B.), University of Torino, Torino, Italy
| | - Paola Di Giulio
- Department of Public Health and Pediatrics (B.A., P.DG., V.D., Y.A.), University of Torino, Torino, Italy
| | - J T van der Steen
- Department of Public Health and Primary Care (J.T.S.), Leiden University Medical Center, Leiden, The Netherlands; Department of Primary and Community Care (J.T.S.), Radboud University Medical Center, Radboudumc Alzheimer Center, Nijmegen. The Netherlands
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Loggers ET, Case AA, Chwistek M, Dale W, Delgado Guay MO, Edge SB, Grossman SR, Gustin J, Nelson J, Rajasekhara S, Reddy A, Tulsky JA, Zachariah F, Landrum KM. ADCC's Improving Goal Concordant Care Initiative: Implementing Primary Palliative Care Principles. J Pain Symptom Manage 2023; 66:e283-e297. [PMID: 37257523 DOI: 10.1016/j.jpainsymman.2023.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 05/16/2023] [Accepted: 05/22/2023] [Indexed: 06/02/2023]
Abstract
BACKGROUND High-quality, timely goals of care communication (GOCC) may improve patient and caregiver outcomes and promote care that is consistent with patient preferences. PROBLEM Cancer patients, and their loved ones, appreciate GOCC; however, oncologists often lack formal communication training, institutional support and structures necessary to promote the delivery, documentation, and longitudinal follow-up of GOCC. PROPOSED SOLUTION The Alliance of Dedicated Cancer Centers (ADCC), representing 10 U.S. academic cancer hospitals, undertook the Improving Goal Concordant Care Initiative (IGCC). This national, 3-year implementation initiative was designed in Fall 2019 by a workgroup of quality, oncology, and palliative care leaders, as well as patient and family advisory committee members (PFAC). IGCC addresses systemic gaps by requiring four core components for participation: 1) Implementation of a formal communication skills training (CST) program, 2) Structured GOCC documentation in the electronic medical record that is visible to all clinicians, 3) Expectations regarding the timing and patient populations for GOCC, and 4) Implementation of a measurement framework. METHOD Dyads of palliative and oncology leaders committed to attend regularly scheduled, ADCC-led, virtual meetings during the design and implementation phase, incorporating PFAC feedback at every stage. Using the RE-AIM framework, we describe process and outcome evaluation measures defined by implementation and measures workgroups and collected routinely, including: CST completion; trainee evaluation response rate, trainee-reported quality of CST, trainee changes in self-efficacy and distress; percent of high-priority patients participating in GOCC, and patient-reported response to the "Heard and Understood" scale (HU). IGCC's impact will be assessed using claims-based utilization metrics near the end of life (EOLM) and followed longitudinally. Qualitative evaluations near the completion of IGCC will provide insight into perceived barriers, enabling factors, and sustainability. OUTCOMES Implementation of all IGCC components has begun at all sites. ADCC-wide, 35% of MD/DOs have completed CST (range by site: 8%-100%). CST is highly rated; in Quarter 3, 2022, 93%-100%, 90%-100% and 87%-100% of respondents reported above average to excellent CST quality, likelihood to use the skills and likelihood to recommend CST to others, respectively. Clinician self-efficacy and distress ratings are expected in late 2023. All sites have identified patient populations and continue to refine automated triggers and timelines; uptake of GOCC documentation has been slow. Eight of 10 sites have submitted patient-reported HU data. EOLM data are expected for all sites in early 2024. LESSONS LEARNED Flexibility in implementation with shared definitions, measures, and learnings about approaches optimizes the ability of all centers to collaborate and make progress in improving GOCC. Flexibility adds to the complexity of understanding intervention effectiveness, the critical intervention components and the fidelity necessary to achieve specific outcomes.
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Affiliation(s)
- Elizabeth T Loggers
- Clinical Research Division, Fred Hutchinson Cancer Center, Division of Oncology (E.T.L.), University of Washington, Seattle, WA, USA.
| | - Amy A Case
- Roswell Park Comprehensive Cancer Center, Chair Dept Supportive & Palliative Care (A.A.C.), Buffalo, NY, USA
| | - Marcin Chwistek
- Supportive Oncology and Palliative Care Program (M.C.), Fox Chase Cancer Center/Temple University Health System, Philadelphia, PA, USA
| | - William Dale
- Supportive Care Medicine (W.D.), City of Hope, Duarte, CA, USA
| | - Marvin O Delgado Guay
- Department of Palliative, Rehabilitation, and Integrative Medicine (M.O.D.), The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stephen B Edge
- VP System Quality and Outcome, Roswell Park Comprehensive Cancer Center (S.B.E.), Buffalo, NY, USA
| | - Steven R Grossman
- USC Norris Comprehensive Cancer Center (S.R.G.), University of Southern California, Los Angeles, CA, USA
| | - Jillian Gustin
- Division of Palliative Medicine (J.G.), The Ohio State University Comprehensive Cancer Caner-Arthur G James Cancer Hospital, Columbus, OH, USA
| | - Judith Nelson
- Memorial Sloan Kettering Cancer Center (J.N.), New York, NY, USA
| | | | | | - James A Tulsky
- Poorvu Jaffe Chair, Psychosocial Oncology and Palliative Care (J.A.T.), Dana-Farber Cancer Institute
| | - Finly Zachariah
- Informatics & Value-Based Supportive Care (F.Z.), City of Hope, CA, USA
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Gazaway S, Wells RD, Azuero A, Pisu M, Guastaferro K, Rini C, Taylor R, Reed RD, Harrell ER, Bechthold AC, Bratches RW, McKie P, Lowers J, Williams GR, Rosenberg AR, Bakitas MA, Kavalieratos D, Dionne-Odom JN. Decision support training for advanced cancer family caregivers: Study protocol for the CASCADE factorial trial. Contemp Clin Trials 2023; 131:107259. [PMID: 37286131 PMCID: PMC10527385 DOI: 10.1016/j.cct.2023.107259] [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] [Received: 03/27/2023] [Revised: 05/31/2023] [Accepted: 05/31/2023] [Indexed: 06/09/2023]
Abstract
BACKGROUND Patients with advanced cancer face numerous decisions when diagnosed and often receive decision support from family caregivers. The CASCADE (CAre Supporters Coached to be Adept DEcision partners) factorial trial intervention aims to train caregivers in skills to provide effective decision support to patients and identify most effective intervention components. METHODS This is a 2-site, single-blind, 24 factorial trial to test components of the CASCADE decision support training intervention for family caregivers of patients with newly-diagnosed advanced cancer delivered by specially-trained, telehealth, palliative care lay coaches over 24 weeks. Family caregivers (target N = 352) are randomly assigned to one of 16 combinations of four components with two levels each: 1) psychoeducation on effective decision partnering principles (1 vs. 3 sessions); 2) decision support communication training (1 session vs. none); 3) Ottawa Decision Guide training (1 session vs. none) and 4) monthly follow-up (1 call vs. calls for 24 weeks). The primary outcome is patient-reported decisional conflict at 24 weeks. Secondary outcomes include patient distress, healthcare utilization, caregiver distress, and quality of life. Mediators and moderators (e.g., sociodemographics, decision self-efficacy, social support) will be explored between intervention components and outcomes. Results will be used to build two versions of CASCADE: one with only effective components (d ≥ 0.30) and another optimized for scalability and cost. DISCUSSION This protocol describes the first factorial trial, informed by the multiphase optimization strategy, of a palliative care decision-support intervention for advanced cancer family caregivers and will address the field's need to identify effective components that support serious illness decision-making. TRIAL REGISTRATION NCT04803604.
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Affiliation(s)
- Shena Gazaway
- School of Nursing, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Rachel D Wells
- School of Nursing, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Andres Azuero
- School of Nursing, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Maria Pisu
- Division of Preventive Medicine, UAB Heersink School of Medicine, Birmingham, AL, USA
| | - Kate Guastaferro
- Department of Social and Behavioral Sciences, School of Global Public Health, New York University, New York, USA
| | - Christine Rini
- Cancer Survivorship Institute, Feinberg School of Medicine, Northwestern University, Evanston, IL, USA
| | - Richard Taylor
- School of Nursing, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Rhiannon D Reed
- Division of Transplantation, Department of Medicine, UAB, Birmingham, AL, USA
| | - Erin R Harrell
- Department of Psychology, University of Alabama, Tuscaloosa, AL, USA
| | - Avery C Bechthold
- School of Nursing, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Reed W Bratches
- School of Nursing, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Peg McKie
- School of Nursing, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Jane Lowers
- Division of Palliative Medicine, Department of Family and Preventive Medicine, School of Medicine, Emory University, Atlanta, GA, USA
| | | | - Abby R Rosenberg
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Department of Medicine, Boston Children's Hospital, Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Marie A Bakitas
- School of Nursing, University of Alabama at Birmingham (UAB), Birmingham, AL, USA
| | - Dio Kavalieratos
- Division of Palliative Medicine, Department of Family and Preventive Medicine, School of Medicine, Emory University, Atlanta, GA, USA
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Zhang X, Buttery SC, Sterniczuk K, Brownrigg A, Kennington E, Quint JK. Patient Experiences of Communication with Healthcare Professionals on Their Healthcare Management around Chronic Respiratory Diseases. Healthcare (Basel) 2023; 11:2171. [PMID: 37570411 PMCID: PMC10418967 DOI: 10.3390/healthcare11152171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 07/19/2023] [Accepted: 07/25/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND Communication is an important clinical tool for the prevention and control of diseases, to advise and inform patients and the public, providing them with essential knowledge regarding healthcare and disease management. This study explored the experience of communication between healthcare professionals (HCPs) and people with long-term lung conditions, from the patient perspective. METHODS This qualitative study analyzed the experience of people with chronic lung disease, recruited via Asthma & Lung UK (A&LUK) and COPD research databases. A&LUK invited people who had expressed a desire to be involved in research associated with their condition via their Expert Patient Panel and associated patients' groups. Two focus group interviews (12 participants) and one individual interview (1 participant) were conducted. Thematic analysis was used for data analysis. RESULTS Two main themes were identified and we named them 'involving communication' and 'communication needs to be improved. 'They included seven subthemes: community-led support increased the patients' social interaction with peers; allied-HCP-led support increased patients' satisfaction; disliking being repeatedly asked the same basic information; feeling communication was unengaging, lacking personal specifics and the use of medical terminology and jargon. CONCLUSIONS The study has identified what most matters in the process of communication with HCPs in people with long-term respiratory diseases of their healthcare management. The findings of the study can be used to improve the patient-healthcare professional relationship and facilitate a better communication flow in long-term healthcare management.
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Affiliation(s)
- Xiubin Zhang
- National Heart and Lung Institute, Imperial College London, London SW7 2BX, UK; (X.Z.); (S.C.B.)
| | - Sara C. Buttery
- National Heart and Lung Institute, Imperial College London, London SW7 2BX, UK; (X.Z.); (S.C.B.)
| | | | | | | | - Jennifer K. Quint
- National Heart and Lung Institute, Imperial College London, London SW7 2BX, UK; (X.Z.); (S.C.B.)
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Curtis JR, Lee RY, Brumback LC, Kross EK, Downey L, Torrence J, LeDuc N, Mallon Andrews K, Im J, Heywood J, Brown CE, Sibley J, Lober WB, Cohen T, Weiner BJ, Khandelwal N, Abedini NC, Engelberg RA. Intervention to Promote Communication About Goals of Care for Hospitalized Patients With Serious Illness: A Randomized Clinical Trial. JAMA 2023; 329:2028-2037. [PMID: 37210665 PMCID: PMC10201405 DOI: 10.1001/jama.2023.8812] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 05/05/2023] [Indexed: 05/22/2023]
Abstract
Importance Discussions about goals of care are important for high-quality palliative care yet are often lacking for hospitalized older patients with serious illness. Objective To evaluate a communication-priming intervention to promote goals-of-care discussions between clinicians and hospitalized older patients with serious illness. Design, Setting, and Participants A pragmatic, randomized clinical trial of a clinician-facing communication-priming intervention vs usual care was conducted at 3 US hospitals within 1 health care system, including a university, county, and community hospital. Eligible hospitalized patients were aged 55 years or older with any of the chronic illnesses used by the Dartmouth Atlas project to study end-of-life care or were aged 80 years or older. Patients with documented goals-of-care discussions or a palliative care consultation between hospital admission and eligibility screening were excluded. Randomization occurred between April 2020 and March 2021 and was stratified by study site and history of dementia. Intervention Physicians and advance practice clinicians who were treating the patients randomized to the intervention received a 1-page, patient-specific intervention (Jumpstart Guide) to prompt and guide goals-of-care discussions. Main Outcomes and Measures The primary outcome was the proportion of patients with electronic health record-documented goals-of-care discussions within 30 days. There was also an evaluation of whether the effect of the intervention varied by age, sex, history of dementia, minoritized race or ethnicity, or study site. Results Of 3918 patients screened, 2512 were enrolled (mean age, 71.7 [SD, 10.8] years and 42% were women) and randomized (1255 to the intervention group and 1257 to the usual care group). The patients were American Indian or Alaska Native (1.8%), Asian (12%), Black (13%), Hispanic (6%), Native Hawaiian or Pacific Islander (0.5%), non-Hispanic (93%), and White (70%). The proportion of patients with electronic health record-documented goals-of-care discussions within 30 days was 34.5% (433 of 1255 patients) in the intervention group vs 30.4% (382 of 1257 patients) in the usual care group (hospital- and dementia-adjusted difference, 4.1% [95% CI, 0.4% to 7.8%]). The analyses of the treatment effect modifiers suggested that the intervention had a larger effect size among patients with minoritized race or ethnicity. Among 803 patients with minoritized race or ethnicity, the hospital- and dementia-adjusted proportion with goals-of-care discussions was 10.2% (95% CI, 4.0% to 16.5%) higher in the intervention group than in the usual care group. Among 1641 non-Hispanic White patients, the adjusted proportion with goals-of-care discussions was 1.6% (95% CI, -3.0% to 6.2%) higher in the intervention group than in the usual care group. There was no evidence of differential treatment effects of the intervention on the primary outcome by age, sex, history of dementia, or study site. Conclusions and Relevance Among hospitalized older adults with serious illness, a pragmatic clinician-facing communication-priming intervention significantly improved documentation of goals-of-care discussions in the electronic health record, with a greater effect size in racially or ethnically minoritized patients. Trial Registration ClinicalTrials.gov Identifier: NCT04281784.
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Affiliation(s)
- J. Randall Curtis
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Robert Y. Lee
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | | | - Erin K. Kross
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Lois Downey
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Janaki Torrence
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Nicole LeDuc
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Kasey Mallon Andrews
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Jennifer Im
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Department of Health Systems and Population Health, University of Washington, Seattle
| | - Joanna Heywood
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Crystal E. Brown
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - James Sibley
- Department of Biobehavioral Nursing and Health Informatics, University of Washington, Seattle
| | - William B. Lober
- Department of Biobehavioral Nursing and Health Informatics, University of Washington, Seattle
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle
| | - Trevor Cohen
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle
| | - Bryan J. Weiner
- Department of Health Systems and Population Health, University of Washington, Seattle
- Department of Global Health, University of Washington, Seattle
| | - Nita Khandelwal
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle
| | - Nauzley C. Abedini
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Gerontology and Geriatric Medicine, Department of Medicine, University of Washington, Seattle
| | - Ruth A. Engelberg
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
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White DB, Andersen SK. Conversations on Goals of Care With Hospitalized, Seriously Ill Patients. JAMA 2023; 329:2021-2022. [PMID: 37210664 DOI: 10.1001/jama.2023.8970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Affiliation(s)
- Douglas B White
- Program on Ethics and Decision Making in Critical Illness, Clinical Research, Investigation, and Systems Modeling of Acute Illness Center, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Sarah K Andersen
- Program on Ethics and Decision Making in Critical Illness, Clinical Research, Investigation, and Systems Modeling of Acute Illness Center, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
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Smith MM, Secunda KE, Cohen ER, Wayne DB, Vermylen JH, Wood GJ. Clinical Experience Is Not a Proxy for Competence: Comparing Fellow and Medical Student Performance in a Breaking Bad News Simulation-Based Mastery Learning Curriculum. Am J Hosp Palliat Care 2023; 40:423-430. [PMID: 35641315 DOI: 10.1177/10499091221106176] [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: 11/15/2022] Open
Abstract
BACKGROUND It is unknown whether traditional medical education ensures competence among fellows in the key skill of breaking bad news (BBN). While simulation-based mastery learning (SBML) has been used to train fourth-year medical students (M4s) in BBN, it is unclear if it adds similar value for fellows. OBJECTIVE We examined the effect of traditional medical training on BBN skills by comparing baseline fellow and M4 skills and confidence and assessed the impact of a BBN SBML curriculum for fellows. METHODS Fellows training in six programs at Northwestern University from November 2018 to May 2019 were eligible for inclusion. Fellows completed a BBN SBML curriculum including a pretest, individualized feedback using a previously published assessment tool, and ongoing deliberate practice until all achieved a minimum passing standard (MPS). The primary outcomes were checklist and scaled item scores on the assessment tool. Fellow performance was compared to a historical M4 cohort. RESULTS Twenty-eight of 38 eligible fellows completed the curriculum and were included for analysis. Fellows reported significantly more experience and confidence in BBN compared to M4s, yet their pre-training performance was significantly worse on checklist (57.1% vs 65.0%, P = .02) and scaled items; only 4% reached the MPS. After training, fellow performance significantly improved on checklist (57.1% to 92.6%, SD = 5.2%, P < .001) and scaled items; all reached the MPS. CONCLUSIONS Despite higher confidence and BBN clinical experience, fellows performed worse than untrained M4s, confirming that experience is not a proxy for skill. Programs must develop competency-based assessments to ensure entrustment of communication skills.
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Affiliation(s)
- Melanie M Smith
- Department of Medicine, 24560Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Katharine E Secunda
- Department of Medicine, 14640University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Elaine R Cohen
- Department of Medicine, 24560Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Diane B Wayne
- Department of Medicine, 24560Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Julia H Vermylen
- Department of Medicine, 24560Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Gordon J Wood
- Department of Medicine, 24560Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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49
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Uyeda AM, Lee RY, Pollack LR, Paul SR, Downey L, Brumback LC, Engelberg RA, Sibley J, Lober WB, Cohen T, Torrence J, Kross EK, Curtis JR. Predictors of Documented Goals-of-Care Discussion for Hospitalized Patients With Chronic Illness. J Pain Symptom Manage 2023; 65:233-241. [PMID: 36423800 PMCID: PMC9928787 DOI: 10.1016/j.jpainsymman.2022.11.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 11/04/2022] [Accepted: 11/13/2022] [Indexed: 11/23/2022]
Abstract
CONTEXT Goals-of-care discussions are important for patient-centered care among hospitalized patients with serious illness. However, there are little data on the occurrence, predictors, and timing of these discussions. OBJECTIVES To examine the occurrence, predictors, and timing of electronic health record (EHR)-documented goals-of-care discussions for hospitalized patients. METHODS This retrospective cohort study used natural language processing (NLP) to examine EHR-documented goals-of-care discussions for adults with chronic life-limiting illness or age ≥80 hospitalized 2015-2019. The primary outcome was NLP-identified documentation of a goals-of-care discussion during the index hospitalization. We used multivariable logistic regression to evaluate associations with baseline characteristics. RESULTS Of 16,262 consecutive, eligible patients without missing data, 5,918 (36.4%) had a documented goals-of-care discussion during hospitalization; approximately 57% of these discussions occurred within 24 hours of admission. In multivariable analysis, documented goals-of-care discussions were more common for women (OR=1.26, 95%CI 1.18-1.36), older patients (OR=1.04 per year, 95%CI 1.03-1.04), and patients with more comorbidities (OR=1.11 per Deyo-Charlson point, 95%CI 1.10-1.13), cancer (OR=1.88, 95%CI 1.72-2.06), dementia (OR=2.60, 95%CI 2.29-2.94), higher acute illness severity (OR=1.12 per National Early Warning Score point, 95%CI 1.11-1.14), or prior advance care planning documents (OR=1.18, 95%CI 1.08-1.30). Documentation of these discussions was less common for racially or ethnically minoritized patients (OR=0.823, 95%CI 0.75-0.90). CONCLUSION Among hospitalized patients with serious illness, documented goals-of-care discussions identified by NLP were more common among patients with older age and increased burden of acute or chronic illness, and less common among racially or ethnically minoritized patients. This suggests important disparities in goals-of-care discussions.
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Affiliation(s)
- Alison M Uyeda
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Robert Y Lee
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Lauren R Pollack
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Sudiptho R Paul
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Lois Downey
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Lyndia C Brumback
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Department of Biostatistics, University of Washington (L.C.B.), Seattle, Washington, USA
| | - Ruth A Engelberg
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - James Sibley
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Department of Biomedical Informatics and Medical Education, University of Washington (J.S., W.B.L., T.C.), Seattle, Washington, USA
| | - William B Lober
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Department of Biomedical Informatics and Medical Education, University of Washington (J.S., W.B.L., T.C.), Seattle, Washington, USA; Department of Biobehavioral Nursing and Health Informatics, University of Washington (W.B.L.), Seattle, Washington, USA
| | - Trevor Cohen
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Department of Biomedical Informatics and Medical Education, University of Washington (J.S., W.B.L., T.C.), Seattle, Washington, USA
| | - Janaki Torrence
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - Erin K Kross
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA
| | - J Randall Curtis
- Department of Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E, J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., L.C.B., R.A.E., J.S., W.B.L., T.C., J.T., E.K.K., J.R.C.), Seattle, Washington, USA; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Harborview Medical Center, University of Washington (A.M.U., R.Y.L., L.R.P., S.R.P., L.D., R.A.E., J.T., E.K.K., J.R.C.), Seattle, Washington, USA.
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Lee RY, Kross EK, Torrence J, Li KS, Sibley J, Cohen T, Lober WB, Engelberg RA, Curtis JR. Assessment of Natural Language Processing of Electronic Health Records to Measure Goals-of-Care Discussions as a Clinical Trial Outcome. JAMA Netw Open 2023; 6:e231204. [PMID: 36862411 PMCID: PMC9982698 DOI: 10.1001/jamanetworkopen.2023.1204] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/03/2023] Open
Abstract
IMPORTANCE Many clinical trial outcomes are documented in free-text electronic health records (EHRs), making manual data collection costly and infeasible at scale. Natural language processing (NLP) is a promising approach for measuring such outcomes efficiently, but ignoring NLP-related misclassification may lead to underpowered studies. OBJECTIVE To evaluate the performance, feasibility, and power implications of using NLP to measure the primary outcome of EHR-documented goals-of-care discussions in a pragmatic randomized clinical trial of a communication intervention. DESIGN, SETTING, AND PARTICIPANTS This diagnostic study compared the performance, feasibility, and power implications of measuring EHR-documented goals-of-care discussions using 3 approaches: (1) deep-learning NLP, (2) NLP-screened human abstraction (manual verification of NLP-positive records), and (3) conventional manual abstraction. The study included hospitalized patients aged 55 years or older with serious illness enrolled between April 23, 2020, and March 26, 2021, in a pragmatic randomized clinical trial of a communication intervention in a multihospital US academic health system. MAIN OUTCOMES AND MEASURES Main outcomes were natural language processing performance characteristics, human abstractor-hours, and misclassification-adjusted statistical power of methods of measuring clinician-documented goals-of-care discussions. Performance of NLP was evaluated with receiver operating characteristic (ROC) curves and precision-recall (PR) analyses and examined the effects of misclassification on power using mathematical substitution and Monte Carlo simulation. RESULTS A total of 2512 trial participants (mean [SD] age, 71.7 [10.8] years; 1456 [58%] female) amassed 44 324 clinical notes during 30-day follow-up. In a validation sample of 159 participants, deep-learning NLP trained on a separate training data set from identified patients with documented goals-of-care discussions with moderate accuracy (maximal F1 score, 0.82; area under the ROC curve, 0.924; area under the PR curve, 0.879). Manual abstraction of the outcome from the trial data set would require an estimated 2000 abstractor-hours and would power the trial to detect a risk difference of 5.4% (assuming 33.5% control-arm prevalence, 80% power, and 2-sided α = .05). Measuring the outcome by NLP alone would power the trial to detect a risk difference of 7.6%. Measuring the outcome by NLP-screened human abstraction would require 34.3 abstractor-hours to achieve estimated sensitivity of 92.6% and would power the trial to detect a risk difference of 5.7%. Monte Carlo simulations corroborated misclassification-adjusted power calculations. CONCLUSIONS AND RELEVANCE In this diagnostic study, deep-learning NLP and NLP-screened human abstraction had favorable characteristics for measuring an EHR outcome at scale. Adjusted power calculations accurately quantified power loss from NLP-related misclassification, suggesting that incorporation of this approach into the design of studies using NLP would be beneficial.
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Affiliation(s)
- Robert Y. Lee
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Erin K. Kross
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Janaki Torrence
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - Kevin S. Li
- Division of Biomedical and Health Informatics, Department of Biomedical Informatics and Medical Education, University of Washington, Seattle
| | - James Sibley
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Department of Biobehavioral Nursing and Health Informatics, University of Washington, Seattle
| | - Trevor Cohen
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Biomedical and Health Informatics, Department of Biomedical Informatics and Medical Education, University of Washington, Seattle
| | - William B. Lober
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Biomedical and Health Informatics, Department of Biomedical Informatics and Medical Education, University of Washington, Seattle
- Department of Biobehavioral Nursing and Health Informatics, University of Washington, Seattle
- Department of Global Health, University of Washington, Seattle
| | - Ruth A. Engelberg
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
| | - J. Randall Curtis
- Cambia Palliative Care Center of Excellence at UW Medicine, University of Washington, Seattle
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle
- Department of Biobehavioral Nursing and Health Informatics, University of Washington, Seattle
- Department of Health Systems and Population Health, University of Washington, Seattle
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