Survival Variation and Predictors of Length of Stay in U.S. Hospice Patients: A Retrospective Cohort Study

Hospice provides comfort care to patients at end of life. Survival of patients in hospice shows considerable variation. Using a large national database of hospice patient data from 2015-6 we perform a descriptive analysis and examine this variation, and associated factors. In our secondary analysis of 472,196 patients enrolled into hospice, we found a median duration of survival of less than 4 weeks, although approximately ten percent of patients survive longer than 6 months, the duration that CMS sets as the maximum survival prognosis for admission to hospice. Among the 4 drug classes (analgesic, anxiolytic, anti-nausea and laxatives) recognized by CMS as appropriate for hospice patients only 4% of patients had no prescriptions in these classes. Analgesic use rose steadily across the hospice episode, particularly near death. The variation in survival among patients and the frequency of survival in excess of 6 months points to the need for more accurate predictive models and an opportunity to employ statistical analysis for hospice admission.

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Publication Details

Journal
American Journal of Hospice and Palliative Medicine®
Published
2025-12-27
DOI
https://doi.org/10.1177/10499091251411400
Primary Topic
Palliative Care and End-of-Life Issues
Type
article
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article

Survival Variation and Predictors of Length of Stay in U.S. Hospice Patients: A Retrospective Cohort Study

Xiyue Liao, Ian G. Duncan
American Journal of Hospice and Palliative Medicine®
Palliative Care and End-of-Life Issues
article

Survival Variation and Predictors of Length of Stay in U.S. Hospice Patients: A Retrospective Cohort Study

Xiyue Liao, Ian G. Duncan
article en

Abstract

Hospice provides comfort care to patients at end of life. Survival of patients in hospice shows considerable variation. Using a large national database of hospice patient data from 2015-6 we perform a descriptive analysis and examine this variation, and associated factors. In our secondary analysis of 472,196 patients enrolled into hospice, we found a median duration of survival of less than 4 weeks, although approximately ten percent of patients survive longer than 6 months, the duration that CMS sets as the maximum survival prognosis for admission to hospice. Among the 4 drug classes (analgesic, anxiolytic, anti-nausea and laxatives) recognized by CMS as appropriate for hospice patients only 4% of patients had no prescriptions in these classes. Analgesic use rose steadily across the hospice episode, particularly near death. The variation in survival among patients and the frequency of survival in excess of 6 months points to the need for more accurate predictive models and an opportunity to employ statistical analysis for hospice admission.

American Journal of Hospice and Palliative Medicine®
University of California, Santa Barbara (US), San Diego State University (US)
Good health and well-being
Openalex Percentile: Top 26%
Palliative Care and End-of-Life Issues
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Survival Variation and Predictors of Length of Stay in U.S. Hospice Patients: A Retrospective Cohort Study — Xiyue Liao, Ian G. Duncan · American Journal of Hospice and Palliative Medicine® (2025) | TGRS Research Map | TGRS