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1.
Intensive Care Med ; 2024 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-38573403

RESUMO

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.

2.
Ann Am Thorac Soc ; 2024 Jan 23.
Artigo em Inglês | MEDLINE | ID: mdl-38259137

RESUMO

RATIONALE: Lung transplant (LTx) is a potentially life-saving treatment option for individuals with advanced cystic fibrosis (CF), but more people with CF (PwCF) and advanced lung disease die each year than undergo transplant in the United States. Little is known about these individuals' LTx information needs and factors influencing their decision-making process related to transplant. OBJECTIVES: To examine PwCF's experiences with, and preferences for, provision of LTx information; to identify transplant information needs that CF clinicians are well-positioned to address. METHODS: We performed semi-structured qualitative interviews in two separate cohorts: PwCF without LTx and PwCF with LTx between July 2019 and June 2020. Questions focused on awareness and knowledge about LTx, perspectives related to communication about transplant in CF clinic, and experiences with LTx. Thematic analysis was utilized to organize the qualitative data. Exemplar quotes were chosen to illustrate domains that emerged pertaining to the research objectives. RESULTS: Fifty-five PwCF, 35 without LTx and 20 with LTx, participated. One-third of PwCF without LTx had normal or near-normal lung function. Key common domains among PwCF with and without LTx were identified including information needs, connections with LTx recipients, and conversations with CF clinicians. For PwCF with and without transplant, concrete information needs were identified: success or survival, social support, surgery, recovery/pain, and quality of life post-transplant. The importance of connecting with LTx recipients to hear their stories and experiences was emphasized by both PwCF with and without transplant. Important considerations for timing and content of discussions with CF clinicians were identified, including having information presented early (before LTx referral is needed) and in limited detail at first. PwCF without LTx wanted to understand how LTx was relevant to them, with a focus on the unique experience of CF. PwCF with LTx emphasized the need for a centralized resource for LTx information. CONCLUSIONS: The findings provide content areas for CF clinicians to focus on as they proactively initiate conversations about LTx and support the development of tools to aid in discussions about LTx for PwCF.

3.
Artigo em Inglês | MEDLINE | ID: mdl-37693226

RESUMO

Background: Adult congenital heart disease (ACHD) is a lifelong illness that presents ongoing challenges to quality of life. Fostering personal resilience resources to sustain well-being can enhance patients' psychosocial health. Objective: We aimed to describe patients' resilience experiences: how they understand, develop, and utilize resilience resources in managing ACHD. Methods: We conducted a qualitative study of patients with ACHD. Participants were recruited using maximum variation sampling. Individual, semi-structured interviews were conducted June 2020 to August 2021. We queried approaches to managing ACHD-related stress and experiences with resilience and analyzed responses with thematic analysis. Results: Participant (N = 25) median age was 32 years (range 22-44); 52% identified as female and 72% non-Hispanic white. Participants' anatomic ACHD was moderate (56%) or complex (44%); physiologically, 76% were functional class C or D. Participants described various resilience resources, which map to an established resilience framework: 1) internal resources: maintaining positivity, self-directed activity, and setting goals; 2) external resources: social support; 3) existential resources: purpose, gratitude, and cultivating health. Even among participants who reported feeling unfamiliar (8/25) with the term "resilience," all participants shared experiences reflecting resilience developed while living with ACHD. Conclusion: ACHD-relevant resilience resources may help patients and clinicians navigate ACHD-related stress and promote psychosocial well-being.

4.
JAMA Intern Med ; 183(8): 839-848, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-37399038

RESUMO

Importance: There is substantial institutional variability in the intensity of end-of-life care that is not explained by patient preferences. Hospital culture and institutional structures (eg, policies, practices, protocols, resources) might contribute to potentially nonbeneficial high-intensity life-sustaining treatments near the end of life. Objective: To understand the role of hospital culture in the everyday dynamics of high-intensity end-of-life care. Design, Setting, and Participants: This comparative ethnographic study was conducted at 3 academic hospitals in California and Washington that differed in end-of-life care intensity based on measures in the Dartmouth Atlas and included hospital-based clinicians, administrators, and leaders. Data were deductively and inductively analyzed using thematic analysis through an iterative coding process. Main Outcome and Measure: Institution-specific policies, practices, protocols, and resources and their role in the everyday dynamics of potentially nonbeneficial, high-intensity life-sustaining treatments. Results: A total of 113 semistructured, in-depth interviews (66 women [58.4%]; 23 [20.4%] Asian, 1 [0.9%] Black, 5 [4.4%] Hispanic, 7 [6.2%] multiracial, and 70 [61.9%] White individuals) were conducted with inpatient-based clinicians and administrators between December 2018 and June 2022. Respondents at all hospitals described default tendencies to provide high-intensity treatments that they believed were universal in US hospitals. They also reported that proactive, concerted efforts among multiple care teams were required to deescalate high-intensity treatments. Efforts to deescalate were vulnerable to being undermined at multiple points during a patient's care trajectory by any individual or entity. Respondents described institution-specific policies, practices, protocols, and resources that engendered broadly held understandings of the importance of deescalating nonbeneficial life-sustaining treatments. Respondents at different hospitals reported different policies and practices that encouraged or discouraged deescalation. They described how these institutional structures contributed to the culture and everyday dynamics of end-of-life care at their institution. Conclusions and Relevance: In this qualitative study, clinicians, administrators, and leaders at the hospitals studied reported that they work in a hospital culture in which high-intensity end-of-life care constitutes a default trajectory. Institutional structures and hospital cultures shape the everyday dynamics by which clinicians may deescalate end-of-life patients from this trajectory. Individual behaviors or interactions may fail to mitigate potentially nonbeneficial high-intensity life-sustaining treatments if extant hospital culture or a lack of supportive policies and practices undermine individual efforts. Hospital cultures need to be considered when developing policies and interventions to decrease potentially nonbeneficial, high-intensity life-sustaining treatments.


Assuntos
Assistência Terminal , Humanos , Feminino , Hospitais , Centros Médicos Acadêmicos , Washington
5.
JAMA Netw Open ; 6(7): e2321746, 2023 07 03.
Artigo em Inglês | MEDLINE | ID: mdl-37405773

RESUMO

Importance: Black patients with serious illness experience higher-intensity care at the end of life. Little research has used critical, race-conscious approaches to examine factors associated with these outcomes. Objective: To investigate the lived experiences of Black patients with serious illness and how various factors may be associated with patient-clinician communication and medical decision-making. Design, Setting, and Participants: In this qualitative study, one-on-one, semistructured interviews were conducted with 25 Black patients with serious illness hospitalized at an urban academic medical center in Washington State between January 2021 and February 2023. Patients were asked to discuss experiences with racism, how those experiences affected the way they communicated with clinicians, and how racism impacted medical decision-making. Public Health Critical Race Praxis was used as framework and process. Main Outcomes and Measures: The experience and of racism and its association, as described by Black patients who had serious illness, with patient-clinician communication and medical decision-making within a racialized health care setting. Results: A total of 25 Black patients (mean [SD] age, 62.0 [10.3] years; 20 males [80.0%]) with serious illness were interviewed. Participants had substantial socioeconomic disadvantage, with low levels of wealth (10 patients with 0 assets [40.0%]), income (annual income <$25 000 among 19 of 24 patients with income data [79.2%]), educational attainment (mean [SD] 13.4 [2.7] years of schooling), and health literacy (mean [SD] score in the Rapid Estimate of Adult Literacy in Medicine-Short Form, 5.8 [2.0]). Participants reported high levels of medical mistrust and high frequency of discrimination and microaggressions experienced in health care settings. Participants reported epistemic injustice as the most common manifestation of racism: silencing of their own knowledge and lived experiences about their bodies and illness by health care workers. Participants reported that these experiences made them feel isolated and devalued, especially if they had intersecting, marginalized identities, such as being underinsured or unhoused. These experiences were associated with exacerbation of existing medical mistrust and poor patient-clinician communication. Participants described various mechanisms of self-advocacy and medical decision-making based on prior experiences with mistreatment from health care workers and medical trauma. Conclusions and Relevance: This study found that Black patients' experiences with racism, specifically epistemic injustice, were associated with their perspectives on medical care and decision-making during serious illness and end of life. These findings suggest that race-conscious, intersectional approaches may be needed to improve patient-clinician communication and support Black patients with serious illness to alleviate the distress and trauma of racism as these patients near the end of life.


Assuntos
Letramento em Saúde , Relações Médico-Paciente , Racismo , Humanos , Masculino , Pessoa de Meia-Idade , Morte , Confiança , Negro ou Afro-Americano , Feminino , Idoso
6.
Artigo em Inglês | MEDLINE | ID: mdl-37345437

RESUMO

Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease characterized by progressive weakness and eventual death, usually within 3-5 years. An ALS diagnosis is associated with substantial emotional distress for both the affected person and their family care-partners which impairs the ability to engage in important conversations about long term care planning, negatively impacts ALS symptoms for the patient, and quality of life for both patient and care-partner. Here we 1) discuss published works identified by the authors about psychosocial interventions for the ALS population, 2) identify a lack of early, dyadic interventions to support psychosocial needs of people with ALS and care-partners; 3) describe the Neurodegenerative Diseases (NDD) framework for early dyadic intervention development and 4) propose an adaptation of an evidence-based early dyadic psychosocial intervention, Recovering Together, for the unique needs of people with ALS and their care-partners (Resilient Together-ALS; RT-ALS) using the NDD framework. Future work will use stakeholder feedback to optimize the intervention for subsequent efficacy testing.

7.
JAMA ; 329(23): 2028-2037, 2023 06 20.
Artigo em Inglês | MEDLINE | ID: mdl-37210665

RESUMO

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.


Assuntos
Demência , Assistência Terminal , Humanos , Feminino , Idoso , Masculino , Comunicação , Hospitalização , Demência/terapia , Planejamento de Assistência ao Paciente
8.
JAMA Netw Open ; 6(4): e239949, 2023 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-37097633

RESUMO

Importance: Family members of patients with severe acute brain injury (SABI) are at risk for poor psychological outcomes. Objective: To explore the utility of the early use of a palliative care needs checklist in identifying care needs of patients with SABI and family members who are at risk of poor psychological outcomes. Design, Setting, and Participants: This prospective cohort study included patients with SABI in an intensive care unit (ICU) for 2 days or more and a Glasgow Coma Scale score of 12 or lower and their family members. This single-center study was conducted at an academic hospital in Seattle, Washington, from January 2018 to June 2021. Data were analyzed from July 2021 to July 2022. Exposure: At enrollment, a 4-item palliative care needs checklist was completed separately by clinicians and family members. Main Outcomes and Measures: A single family member for each enrolled patient completed questionnaires assessing symptoms of depression and anxiety, perception of goal-concordant care, and satisfaction in the ICU. Six months later, family members assessed their psychological symptoms, decisional regret, patient functional outcome, and patient quality of life (QOL). Results: A total of 209 patient-family member pairs (family member mean [SD] age, 51 [16] years; 133 women [64%]; 18 Asian [9%], 21 Black [10%], 20 [10%] Hispanic, and 153 White [73%] participants) were included. Patients had experienced stroke (126 [60%]), traumatic brain injury (62 [30%]), and hypoxic-ischemic encephalopathy (21 [10%]). At least 1 need was identified for 185 patients or their families (88%) by family members and 110 (53%) by clinicians (κ = -0.007; 52% agreement). Symptoms of at least moderate anxiety or depression were present in 50% of family members at enrollment (87 with anxiety and 94 with depression) and 20% at follow-up (33 with anxiety and 29 with depression). After adjustment for patient age, diagnosis, and disease severity and family race and ethnicity, clinician identification of any need was associated with greater goal discordance (203 participants; relative risk = 1.7 [95% CI, 1.2 to 2.5]) and family decisional regret (144 participants; difference in means, 17 [95% CI, 5 to 29] points). Family member identification of any need was associated with greater symptoms of depression at follow-up (150 participants; difference in means of Patient Health Questionnaire-2, 0.8 [95% CI, 0.2 to 1.3] points) and worse perceived patient QOL (78 participants; difference in means, -17.1 [95% CI, -33.6 to -0.5] points). Conclusions and Relevance: In this prospective cohort study of patients with SABI and their families, palliative care needs were common, although agreement on needs was poor between clinicians and family members. A palliative care needs checklist completed by clinicians and family members may improve communication and promote timely, targeted management of needs.


Assuntos
Lesões Encefálicas , Cuidados Paliativos , Humanos , Feminino , Pessoa de Meia-Idade , Qualidade de Vida , Estudos Prospectivos , Lesões Encefálicas/epidemiologia , Lesões Encefálicas/terapia , Avaliação de Resultados em Cuidados de Saúde , Família/psicologia
9.
Palliat Support Care ; 21(3): 492-497, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37016914

RESUMO

BACKGROUND: Racism significantly contributes to inequitable care quality and outcomes for people of color with serious illness, their families, and their communities. Clinicians use serious illness communication (SIC) to foster trust, elicit patients' needs and values, and deliver goal-concordant services. Current SIC tools do not actively guide users to incorporate patients' experiences with racism into care. OBJECTIVES: 1) To explicitly address racism during SIC in the context of the patient's lived experience and 2) to provide race-conscious SIC recommendations for clinicians and researchers. METHODS: Applying the conceptual elements of Public Health Critical Race Praxis to SIC practice and research through reflection on inclusive SIC approaches and a composite case. RESULTS: Patients' historical and ongoing narratives of racism must be intentionally welcomed in physically and psychologically safe environments by leveraging empathic communication opportunities, forging antiracist palliative care practices, removing interpersonal barriers to promote transparent patient-clinician relationships, and strengthening organizational commitments to strategically dismantle racism. Race-conscious SIC communication strategies, skills, and examples of talking points are provided. DISCUSSION: Race-conscious SIC practices may assist to acknowledge racial dynamics within the patient-clinician encounter. Furthermore, race-conscious SIC may help to mitigate implicit and explicit bias in clinical practices and the exclusionary research cultures that guide them.


Assuntos
Racismo , Humanos , Comunicação , Narração
10.
Crit Care Med ; 51(7): 924-935, 2023 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-36975213

RESUMO

OBJECTIVES: In the early phase of severe acute brain injury (SABI), surrogate decision-makers must make treatment decisions in the face of prognostic uncertainty. Evidence-based strategies to communicate uncertainty and support decision-making are lacking. Our objective was to better understand surrogate experiences and needs during the period of active decision-making in SABI, to inform interventions to support SABI patients and families and improve clinician-surrogate communication. DESIGN: We interviewed surrogate decision-makers during patients' acute hospitalization for SABI, as part of a larger ( n = 222) prospective longitudinal cohort study of patients with SABI and their family members. Constructivist grounded theory informed data collection and analysis. SETTING: One U.S. academic medical center. PATIENTS: We iteratively collected and analyzed semistructured interviews with 22 surrogates for 19 patients. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Through several rounds of coding, interview notes, reflexive memos, and group discussion, we developed a thematic model describing the relationship between surrogate perspectives on decision-making and surrogate experiences of prognostic uncertainty. Patients ranged from 20 to 79 years of age (mean = 55 years) and had primary diagnoses of stroke ( n = 13; 68%), traumatic brain injury ( n = 5; 26%), and anoxic brain injury after cardiac arrest ( n = 1; 5%). Patients were predominantly male ( n = 12; 63%), whereas surrogates were predominantly female ( n = 13; 68%). Two distinct perspectives on decision-making emerged: one group of surrogates felt a clear sense of agency around decision-making, whereas the other group reported a more passive role in decision-making, such that they did not even perceive there being a decision to make. Surrogates in both groups identified prognostic uncertainty as the central challenge in SABI, but they managed it differently. Only surrogates who felt they were actively deciding described time-limited trials as helpful. CONCLUSIONS: In this qualitative study, not all surrogate "decision-makers" viewed themselves as making decisions. Nearly all struggled with prognostic uncertainty. Our findings underline the need for longitudinal prognostic communication strategies in SABI targeted at surrogates' current perspectives on decision-making.


Assuntos
Lesões Encefálicas Traumáticas , Tomada de Decisões , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Estudos Longitudinais , Estudos Prospectivos , Comunicação , Lesões Encefálicas Traumáticas/terapia
11.
JAMA Intern Med ; 183(5): 462-469, 2023 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-36972031

RESUMO

Importance: Patients receiving maintenance dialysis experience intensive patterns of end-of-life care that might not be consistent with their values. Objective: To evaluate the association of patients' health care values with engagement in advance care planning and end-of-life care. Design, Setting, and Participants: Survey study of patients who received maintenance dialysis between 2015 and 2018 at dialysis centers in the greater metropolitan areas of Seattle, Washington, and Nashville, Tennessee, with longitudinal follow-up of decedents. Logistic regression models were used to estimate probabilities. Data analysis was conducted between May and October 2022. Exposures: A survey question about the value that the participant would place on longevity-focused vs comfort-focused care if they were to become seriously ill. Main Outcomes and Measures: Self-reported engagement in advance care planning and care received near the end of life through 2020 using linked kidney registry data and Medicare claims. Results: Of 933 patients (mean [SD] age, 62.6 [14.0] years; 525 male patients [56.3%]; 254 [27.2%] identified as Black) who responded to the question about values and could be linked to registry data (65.2% response rate [933 of 1431 eligible patients]), 452 (48.4%) indicated that they would value comfort-focused care, 179 (19.2%) that they would value longevity-focused care, and 302 (32.4%) that they were unsure about the intensity of care they would value. Many had not completed an advance directive (estimated probability, 47.5% [95% CI, 42.9%-52.1%] of those who would value comfort-focused care vs 28.1% [95% CI, 24.0%-32.3%] of those who would value longevity-focused care or were unsure; P < .001), had not discussed hospice (estimated probability, 28.6% [95% CI, 24.6%-32.9%] comfort focused vs 18.2% [95% CI, 14.7%-21.7%] longevity focused or unsure; P < .001), or had not discussed stopping dialysis (estimated probability, 33.3% [95% CI, 29.0%-37.7%] comfort focused vs 21.9% [95% CI, 18.2%-25.8%] longevity focused or unsure; P < .001). Most respondents wanted to receive cardiopulmonary resuscitation (estimated probability, 78.0% [95% CI, 74.2%-81.7%] comfort focused vs 93.9% [95% CI, 91.4%-96.1%] longevity focused or unsure; P < .001) and mechanical ventilation (estimated probability, 52.0% [95% CI, 47.4%-56.6%] comfort focused vs 77.9% [95% CI, 74.0%-81.7%] longevity focused or unsure; P < .001). Among decedents, the percentages of participants who received an intensive procedure during the final month of life (estimated probability, 23.5% [95% CI, 16.5%-31.0%] comfort focused vs 26.1% [95% CI, 18.0%-34.5%] longevity focused or unsure; P = .64), discontinued dialysis (estimated probability, 38.3% [95% CI, 32.0%-44.8%] comfort focused vs 30.2% [95% CI, 23.0%-37.8%] longevity focused or unsure; P = .09), and enrolled in hospice (estimated probability, 32.2% [95% CI, 25.7%-38.7%] comfort focused vs 23.3% [95% CI, 16.4%-30.5%] longevity focused or unsure; P = .07) were not statistically different. Conclusions and Relevance: This survey study found that there appeared to be a disconnect between patients' expressed values, which were largely comfort focused, and their engagement in advance care planning and end-of-life care, which reflected a focus on longevity. These findings suggest important opportunities to improve the quality of care for patients receiving dialysis.


Assuntos
Cuidados Paliativos na Terminalidade da Vida , Assistência Terminal , Humanos , Masculino , Idoso , Estados Unidos , Pessoa de Meia-Idade , Diálise Renal , Medicare , Cuidados para Prolongar a Vida
12.
JAMA Netw Open ; 6(3): e231204, 2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-36862411

RESUMO

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 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.


Assuntos
Ensaios Clínicos como Assunto , Coleta de Dados , Registros Eletrônicos de Saúde , Processamento de Linguagem Natural , Planejamento de Assistência ao Paciente , Idoso , Feminino , Humanos , Masculino , Simulação por Computador , Estudos de Viabilidade , Aprendizado Profundo , Coleta de Dados/métodos , Pessoa de Meia-Idade , Hospitalização
13.
Am J Kidney Dis ; 82(2): 179-188, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-36740038

RESUMO

RATIONALE & OBJECTIVE: Available decision aids for patients about treatment of advanced chronic kidney disease (CKD) often lack information on conservative kidney management (CKM). We assessed the feasibility and acceptability of a decision aid on CKM among patients with advanced CKD and their family members. STUDY DESIGN: Randomized pilot trial. SETTING & PARTICIPANTS: Patients aged≥75 years with stage 4 or 5 CKD and their family members at 4 medical centers in the greater Seattle area between August 2020 and December 2021. INTERVENTIONS: Usual care with or without a decision aid on CKM. OUTCOME: Acceptability was assessed by attrition rates between the initial study visit (T1) and the 3-month follow-up evaluation (T3). The primary outcome and measure of feasibility was the proportion of participants who discussed CKM with a health care provider between T1 and T3. RESULTS: We randomized 92 patients of whom 86 (55.8% male; age 82±6 years; 82.6% White) completed T1-42 in the usual care arm and 44 in the usual care plus decision aid arm-and 56 family members of whom 53 (18.9% male; age 71±11 years; 86.8% White) completed T1-20 in usual care arm and 33 in the usual care plus decisions aid arm. The attrition rates were 21% versus 21% (P=1.0) for patients, and 10% versus 18% (P=0.46) for family members in the usual care versus usual care plus decisions aid arms. Receipt of the decision aid significantly increased discussion of CKM with a health care provider for patients (26.4% vs 3.0%, P=0.007) and family members (26.9% vs 0, P=0.02). LIMITATIONS: Possible limited generalizability because participants were a relatively homogenous group. The decision aid focuses on CKM and may be less applicable to those with limited knowledge of kidney replacement therapies. CONCLUSIONS: A CKM decision aid was feasible and acceptable, and increased discussion of this treatment option with health care providers. This aid may serve as a useful adjunct to the currently available educational tools on treatments for advanced CKD. FUNDING: Grant from a not-for-profit entity (National Palliative Care Research Center). TRIAL REGISTRATION: Registered at ClinicalTrials.gov with study number NCT04919941.


Assuntos
Técnicas de Apoio para a Decisão , Insuficiência Renal Crônica , Humanos , Masculino , Feminino , Projetos Piloto , Insuficiência Renal Crônica/terapia , Cuidados Paliativos , Rim
14.
Pulmonology ; 29 Suppl 4: S54-S62, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34969647

RESUMO

INTRODUCTION AND OBJECTIVES: Interstitial lung diseases (ILDs) encompass a heterogeneous group of parenchymal lung disorders which have a significant burden on quality of life and exercise. The primary purpose of this randomised pilot trial performed in advanced ILD was to determine the feasibility and efficacy of a multidisciplinary palliative care approach (including physiotherapist, psychologist, pulmonologists, and palliative care doctors) to relieve patients' symptoms of dyspnoea, depression measured with the Center for Epidemiological Studies-Depression (CES-D) scale and quality-of-life (QoL) at 6 and 12 months. MATHERIALS AND METHODS: Fifty patients with confirmed interstitial lung disease at computed tomography (CT) scan and advanced disease were enrolled at our clinic. Patients were randomised to usual care group vs intervention group; in the intervention group, patients were scheduled to meet a physiotherapist, a psychologist, a palliative care doctor, and a pulmonologist specialized in ILD care. Data on dyspnoea, cough, quality of life and depression were recorded; patients in the intervention group were also tested to assess lower body flexibility and strength. RESULTS: Both groups showed a worsening in dyspnoea during the time course of the trial, but the Borg scale was less in the intervention group at 6 and 12 months. A similar trend was observed also for the CES-D scale. No differences were observed for the other scales. CONCLUSIONS: A multi-disciplinary palliative care intervention in patients with advanced fibrosing interstitial lung disease is feasible and effective. TRIAL REGISTRATION: NCT02929966 on ClinGovTrial.


Assuntos
Doenças Pulmonares Intersticiais , Qualidade de Vida , Humanos , Projetos Piloto , Estudos de Viabilidade , Doenças Pulmonares Intersticiais/terapia , Dispneia/etiologia , Dispneia/terapia
15.
J Pain Symptom Manage ; 65(4): e329-e335, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36521765

RESUMO

CONTEXT: Physicians who specialize in pulmonary arterial hypertension (PAH) care for patients facing a serious, life-limiting illness. Palliative care is underutilized in patients with PAH, and little is known about how best to provide palliative care to this patient population. OBJECTIVES: Using a qualitative approach, assess physicians' perspectives on barriers and facilitators to the use of palliative care in PAH. METHODS: Participants were board-certified pulmonologists and cardiologists recruited from the Pulmonary Hypertension Association's list of physician specialists and academic center websites. We performed one-on-one semi-structured interviews that were recorded, transcribed, and analyzed using thematic analysis. RESULTS: Twelve physicians participated in the study, with a median age of 48.5 years and 20.5 years of clinical experience caring for patients with PAH. We identified the following themes and associated barriers and facilitators to effective implementation of palliative care for patients with PAH: a tailored approach to the individual patient; a PAH-specialist-led culture of care; effective collaboration with palliative care clinicians; and limitations imposed by health systems. CONCLUSION: PAH physicians are open to palliative care for their patients and are willing to partner with palliative care clinicians to implement this effectively and in the right setting. Areas for targeted improvement in enhancing palliative care for patients with PAH exist, especially enhancing collaboration between PAH physicians and palliative care specialists and navigating barriers in health systems.


Assuntos
Enfermagem de Cuidados Paliativos na Terminalidade da Vida , Médicos , Hipertensão Arterial Pulmonar , Humanos , Pessoa de Meia-Idade , Cuidados Paliativos , Morte , Pesquisa Qualitativa
17.
Chest ; 163(5): 1214-1224, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36336000

RESUMO

BACKGROUND: Although trust is central to successful physician-family relationships in ICUs, little is known about how to promote surrogates' trust of ICU physicians in this setting. RESEARCH QUESTION: Does the conduct of family conferences and physicians' use of shared decision-making (SDM) within family conferences impact surrogates' trust in the physician? STUDY DESIGN AND METHODS: A mixed-methods secondary analysis was done of a multicenter prospective cohort study of 369 surrogate decision-makers of 204 decisionally incapacitated patients at high risk of death or severe functional impairment within 13 ICUs at six US medical centers between 2008 and 2012. Surrogates completed the Abbreviated Wake Forest Physician Trust Scale (range, 5-25) before and after an audio-recorded family conference conducted within 5 days of ICU admission. We qualitatively coded transcribed conferences to determine physicians' use of five SDM behaviors: discussing surrogate's role, explaining medical condition and prognosis, providing emotional support, assessing understanding, and eliciting patient's values and preferences. Using multivariable linear regression with adjustment for clustering, we assessed whether surrogates' trust in the physician increased after the family meeting; we also examined whether the number of SDM behaviors used by physicians during the family meeting impacted trust scores. RESULTS: In adjusted models, conduct of a family meeting was associated with increased trust (average change, pre- to post family meeting: 0.91 point [95% CI, 0.4-1.4; P < .01]). Every additional element of SDM used during the family meeting, including discussing surrogate's role, providing emotional support, assessing understanding, and eliciting patient's values and preferences, was associated with a 0.37-point increase in trust (95% CI, 0.08-0.67; P = .01). If all four elements were used, trust increased by 1.48 points. Explaining medical condition or prognosis was observed in nearly every conference (98.5%) and was excluded from the final model. INTERPRETATION: The conduct of family meetings and physicians' use of SDM behaviors during meetings were both associated with increases in surrogates' trust in the treating physician.


Assuntos
Médicos , Confiança , Humanos , Estudos Prospectivos , Tomada de Decisões , Unidades de Terapia Intensiva , Médicos/psicologia , Família
18.
Ann Am Thorac Soc ; 20(5): 713-720, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36508292

RESUMO

Rationale: Family members of critically ill patients with coronavirus disease (COVID-19) have described increased symptoms of posttraumatic stress disorder (PTSD). Little is known about how these symptoms may change over time. Objectives: We studied changes in PTSD symptoms in family members of critically ill patients with COVID-19 over 12 months. Methods: This prospective, multisite observational cohort study recruited participants at 12 hospitals in five states. Calls were made to participants at 3-4 months, 6 months, and 12 months after patient admission to the intensive care unit. Results: There were 955 eligible family members, of whom 330 (53.3% of those reached) consented to participate. Complete longitudinal data was acquired for 115 individuals (34.8% consented). PTSD symptoms were measured by the IES-6 (Impact of Events Scale-6), with a score of at least 10 identifying significant symptoms. At 3 months, the mean IES-6 score was 11.9 ± 6.1, with 63.6% having significant symptoms, decreasing to 32.9% at 1 year (mean IES-6 score, 7.6 ± 5.0). Three clusters of symptom evolution emerged over time: persistent symptoms (34.8%, n = 40), recovered symptoms (33.0%, n = 38), and nondevelopment of symptoms (32.2%, n = 37). Although participants identifying as Hispanic demonstrated initially higher adjusted IES-6 scores (2.57 points higher [95% confidence interval (CI), 1.1-4.1; P < 0.001]), they also demonstrated a more dramatic improvement in adjusted scores over time (4.7 greater decrease at 12 months [95% CI, 3.2-6.3; P < 0.001]). Conclusions: One year later, some family members of patients with COVID-19 continue to experience significant symptoms of PTSD. Further studies are needed to better understand how various differences contribute to increased risk for these symptoms.


Assuntos
COVID-19 , Transtornos de Estresse Pós-Traumáticos , Humanos , Transtornos de Estresse Pós-Traumáticos/etiologia , Estudos Prospectivos , Estado Terminal , COVID-19/complicações , Família
19.
J Pain Symptom Manage ; 65(3): 233-241, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36423800

RESUMO

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.


Assuntos
Planejamento Antecipado de Cuidados , Assistência Terminal , Adulto , Humanos , Feminino , Estudos Retrospectivos , Objetivos , Doença Crônica
20.
Contemp Clin Trials ; 120: 106879, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35963531

RESUMO

BACKGROUND: Although goals-of-care discussions are important for high-quality palliative care, this communication is often lacking for hospitalized older patients with serious illness. Electronic health records (EHR) provide an opportunity to identify patients who might benefit from these discussions and promote their occurrence, yet prior interventions using the EHR for this purpose are limited. We designed two complementary yet independent randomized trials to examine effectiveness of a communication-priming intervention (Jumpstart) for hospitalized older adults with serious illness. METHODS: We report the protocol for these 2 randomized trials. Trial 1 has two arms, usual care and a clinician-facing Jumpstart, and is a pragmatic trial assessing outcomes with the EHR only (n = 2000). Trial 2 has three arms: usual care, clinician-facing Jumpstart, and clinician- and patient-facing (bi-directional) Jumpstart (n = 600). We hypothesize the clinician-facing Jumpstart will improve outcomes over usual care and the bi-directional Jumpstart will improve outcomes over the clinician-facing Jumpstart and usual care. We use a hybrid effectiveness-implementation design to examine implementation barriers and facilitators. OUTCOMES: For both trials, the primary outcome is EHR documentation of a goals-of-care discussion within 30 days of randomization; additional outcomes include intensity of end-of-life care. Trial 2 also examines patient- or family-reported outcomes assessed by surveys targeting 3-5 days and 4-8 weeks after randomization including quality of goals-of-care communication, receipt of goal-concordant care, and psychological symptoms. CONCLUSIONS: This novel study incorporates two complementary randomized trials and a hybrid effectiveness-implementation approach to improve the quality and value of care for hospitalized older adults with serious illness. CLINICAL TRIALS REGISTRATION: STUDY00007031-A and STUDY00007031-B.


Assuntos
Assistência Terminal , Idoso , Comunicação , Humanos , Cuidados Paliativos/métodos , Planejamento de Assistência ao Paciente , Ensaios Clínicos Controlados Aleatórios como Assunto , Assistência Terminal/métodos
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