Journal of palliative medicine
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Despite its growth as a clinical activity and research topic, the complex dynamic nature of advance care planning (ACP) has posed serious challenges for researchers hoping to quantitatively measure it. Methods for measurement have traditionally depended on lengthy manual chart abstractions or static documents (e.g., advance directive forms) even though completion of such documents is only one aspect of ACP. ⋯ In this article, we aim to show how NLP-assisted EHR review supports more accurate and robust measurement of ACP. We do so by presenting three example applications that illustrate how using NLP for this purpose supports (1) measurement in research, (2) detailed insights into ACP in quality improvement, and (3) identification of current limitations of ACP in clinical settings.
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Background: Some clinicians suspect that patients with do-not-resuscitate (DNR) orders receive less aggressive care. Extrapolation from code status to goals of care could cause significant harm. This study asked the question: Do DNR orders in the intensive care unit (ICU) lead to a decrease in invasive interventions? Methods: This was a retrospective cohort study of ICU patients from three teaching hospitals. ⋯ Conclusions: DNR status did not decrease the number of nonoperative interventions patients received as compared with full code counterparts. Although differences in populations existed, patients with DNR orders were likely to receive a similar number of invasive interventions. This finding suggests that providers do not wholesale limit these options for patients with code status limitations.
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Background: Hospitalized people with amyotrophic lateral sclerosis (ALS) may benefit from specialty palliative care services (sPCS). Objective: To describe access to in-hospital sPCS for people with ALS (pALS). Methods: We compared years 2010-2011 to 2018-2019, and conducted trend analyses of sPCS from 2010 to 2019 stratified by race. ⋯ Rates of sPCS increased over time (2010-2011: 8.9% vs. 2018-2019: 16.6%; p < 0.01). From 2010 to 2019, there was an increase in sPCS (p-trend<0.01) for all studied racial groups. Conclusions: Access to palliative care has increased over time for pALS admitted to hospitals in the United States.