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Background: Quoting patients in electronic medical record (EMR) notes is controversial. Quotations may be used to promote accuracy in documentation. However, they also may be used to cast skepticism on patient speech. Little is known about how quotations are used in EMR notes documenting goals-of-care (GOC) conversations.
Research Question: How often are quotations used in GOC notes, what content do clinicians quote, and how does quotation use vary by clinician specialty and patient sociodemographic characteristics?
Study Design And Methods: This multihospital, cross-sectional study assessed quotation use in GOC notes for seriously ill adult patients hospitalized between July and October 2021. Quotation frequency was evaluated and thematic analysis was used to assess the content of language quoted in GOC notes. The odds of quotation use by clinician specialty and patient sociodemographic group were determined using multivariable logistic regression.
Results: Our review of 1,003 GOC notes across 14 hospitals found that quotations were used in 32% of notes and were used more often by palliative clinicians when compared with nonpalliative clinicians (38% vs 21%; unadjusted OR, 2.34 [95% CI, 1.74-3.14]; adjusted OR, 2.62 [95% CI, 1.66-4.13]). Quotations were present more often in notes of Black vs White patients (41% vs 30%; unadjusted OR, 1.61 [95% CI, 1.08-2.38]; adjusted OR, 1.73 [95% CI, 1.11-2.71]). The content of language included in quotations most often detailed patient feelings, family preferences, and patient discussion about death.
Conclusions: This multicenter study found that quotations were used in almost one-third of GOC notes, were used more often by palliative vs nonpalliative clinicians, and were present more often in notes for Black vs White patients. Future research must explore clinician intentions in using quotations and identify whether quotation use may contribute to racial disparities in patient care.
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http://dx.doi.org/10.1016/j.chest.2025.01.014 | DOI Listing |
Am J Hosp Palliat Care
July 2025
Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA.
BackgroundWhile rapid response teams (RRT) are widely implemented to address clinical deterioration in hospitalized patients, their impact on goals of care (GOC) discussions remains underexplored.AimsWe aimed to evaluate whether RRT activations were associated with subsequent goals of care discussions, code status changes, and clinical outcomes.MethodsWe conducted a retrospective single-center review of hospitalized adult patients admitted to medicine services who had RRT activations between January and December 2023.
View Article and Find Full Text PDFJAMA Netw Open
July 2025
Palliative and Advanced Illness Research Center, University of Pennsylvania, Philadelphia.
Importance: Goal-concordant care (GCC) is recognized as the highest quality of care and most important outcome measure for serious illness research, yet practical methods for measuring it are lacking.
Objective: To measure GCC using clinical notes in patients' medical records.
Design, Setting, And Participants: This longitudinal cohort study involved a retrospective medical record review in 3 urban hospitals in a single health system.
medRxiv
May 2025
Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Seattle, USA.
Importance: Goals-of-care (GOC) discussions and their documentation are an important process measure in palliative care. However, existing natural language processing (NLP) models for identifying GOC documentation require costly training data that do not transfer to other constructs of interest. Newer large language models (LLMs) hold promise for measuring linguistically complex constructs with fewer or no task-specific training.
View Article and Find Full Text PDFJ Pain Symptom Manage
August 2025
Division of Geriatrics and Palliative Care (K.L., D.J.C., E.E., J.E.M.), Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA; Geriatrics and Extended Care (J.E.M.), Durham VA Health System, Durham, North Carolina, USA. Electronic address:
Context: Documented goals-of-care (GOC) conversations promote goal-concordant care; few studies have evaluated the comprehensiveness of this documentation within pediatrics.
Objective: To evaluate the content of pediatric GOC documentation within a health system.
Methods: GOC notes were written between August 7, 2016 and September 8, 2023 for patients ≤18 years old at one academic health system.
J Am Geriatr Soc
August 2025
Section of Palliative Care and Medical Ethics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Background: Goals of care (GOC) conversations are an evidence-based practice that help clarify and align patient values and preferences for medical care with treatment options. Little is known about how clinicians document the content of GOC conversations for patients with Alzheimer's disease and related dementias (AD/ADRD) in the electronic health record (EHR) and whether this may differ across hospitals. We aimed to assess the content of GOC documentation for hospitalized patients with and without AD/ADRD.
View Article and Find Full Text PDF