ArticleJournal of pain and symptom management2023
Predictors of Documented Goals-of-Care Discussion for Hospitalized Patients With Chronic Illness.
Article in Journal of pain and symptom management, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed.
- Assessment of Natural Language Processing of Electronic Health Records to Measure Goals-of-Care Discussions as a Clinical Trial Outcome.JAMA network open · 2023Trial
- Development and Evaluation of a Survey to Assess Clinician and Organizational Factors Associated with Goals of Care Communication.Journal of general internal medicine · 2026Article
- Goals of Care Discussions in Medical Training: Integrating Palliative Care for Holistic, Patient-Centered Care.Healthcare (Basel, Switzerland) · 2026Review
- Predictors of Patient-Reported Financial Hardship in Patients Hospitalized With Critical Illness and Its Association With Patient Outcomes.CHEST critical care · 2026Article
- Feasibility and Acceptability of Symptom Management Research in Black Advanced Lung Cancer Patients.Journal of pain and symptom management · 2026Observational
- Patterns and outcomes of real-world high-flow nasal cannula use: a multi-hospital retrospective cohort study.Critical care science · 2026Observational
- Predictors of Advance Directive Changes in Ontario Nursing Home Residents: A Case-Control Study.Journal of the American Geriatrics Society · 2026Article
- Impact of Internal Medicine Subspecialty Consultations on Length of Stay: A Pilot Retrospective Cohort Study.Cureus · 2026Article
- Evaluation of a Novel Goals-of-Care Discussion Priming Tool (MyCare) in Inpatient General Internal Medicine Ward Settings: Feasibility, Acceptability, and Usability Study.JMIR formative research · 2025Article
- Disparities in Documentation: Evidence of Race-Based Biases in the Electronic Medical Record.Journal of racial and ethnic health disparities · 2025Article
- Article
- SAFE-GOALS: a protocol for goals of care discussions in the intensive care unit.Trauma surgery & acute care open · 2025Review
- Artificial intelligence for better goals of care documentation.BMJ supportive & palliative care · 2024Article
- Telemedicine-based serious illness conversations, healthcare utilization, and end of life care among patients with advanced lung cancer.The oncologist · 2024Article
- Prevalence of Value-Based Care for Older People with Dementia Likely to Be Nearing End of Life: A Hospital Retrospective Cohort.Healthcare (Basel, Switzerland) · 2024Article
- Increasing resuscitation status-related goals of care discussions for older adults with severe mental illness in a Canadian mental health setting: a retrospective study.BMJ open quality · 2024Article
- Equity in Using Artificial Intelligence Mortality Predictions to Target Goals of Care Documentation.Journal of general internal medicine · 2024Article
- Racial, Ethnic, and Socioeconomic Differences in Critical Care Near the End of Life: A Narrative Review.Critical care clinics · 2024Review
- Classification of Documented Goals of Care Among Hospitalized Patients with High Mortality Risk: a Mixed-Methods Feasibility Study.Journal of general internal medicine · 2024Article
- Selecting outcomes for pragmatic clinical trials in dementia care: The IMPACT Collaboratory iLibrary.Journal of the American Geriatrics Society · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
Abstract
contextGoals-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.
objectivesTo examine the occurrence, predictors, and timing of electronic health record (EHR)-documented goals-of-care discussions for hospitalized patients.
methodsThis 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.
resultsOf 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).
conclusionAmong 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.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.