Difference-Making Factors Linked to Higher Reach of Specialist Palliative Care Among People With Heart Failure Across a National Sample of VA Medical Centers

BackgroundPalliative Care (SPC) is a guideline-recommended intervention for people with advanced heart failure (aHF). However, there is wide variation in delivery across VA medical centers (VAMCs). This study sought to identify key difference-making features that distinguished VAMCs with high vs lower rates of specialist palliative care (SPC) among this population.MethodsWe conducted a secondary analysis of data from the HEART-PAL cohort, comprising 78 high-complexity VAMCs. We used Coincidence Analysis (CNA) to identify minimally necessary and sufficient conditions associated with high (top 25%) or lower (bottom 75%) rates of SPC. Candidate conditions included structures (ie, full-time equivalents (FTE)) and processes (providing outpatient care), as well as cardiology and facility characteristics.ResultsFacility-averaged rates of SPC across VAMCs were 32.7% (standard deviation (SD) = 16.28). We identified 3 pathways to attaining high rates of SPC: above average total team FTE (top 50%) with high numbers of cardiology-initiated consultations (top 25% of consults) OR above average FTE with high use of outpatient palliative care (top 25% of encounters) OR a lower complexity VAMC with above average use of chaplaincy services (Top 50% of visits). In the negative model, there were 2 pathways to having SPC rates in the bottom 75%: below-average team total FTE, OR the absence of high cardiology-initiated consultations, together with the absence of high outpatient consultations.ConclusionHigh SPC reach among people with aHF was linked to combinations of several modifiable factors related to staffing, cardiology involvement, and outpatient palliative care. These findings provide actionable insights into improving SPC delivery across VAMCs.

Authors

Institutions

Publication Details

Journal
American Journal of Hospice and Palliative Medicine®
Published
2025-11-09
DOI
https://doi.org/10.1177/10499091251396524
Citations
1
Primary Topic
Heart Failure Treatment and Management
Type
article
Field-Weighted Citation Impact
1.39
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Difference-Making Factors Linked to Higher Reach of Specialist Palliative Care Among People With Heart Failure Across a National Sample of VA Medical Centers

Erica A. Abel, Yan Zhan, Edward J. Miech, Shelli L. Feder
1 citations
American Journal of Hospice and Palliative Medicine®
Heart Failure Treatment and Management
1.39
article

Difference-Making Factors Linked to Higher Reach of Specialist Palliative Care Among People With Heart Failure Across a National Sample of VA Medical Centers

Erica A. Abel, Yan Zhan, Edward J. Miech, Shelli L. Feder
article en
1 citations

Abstract

BackgroundPalliative Care (SPC) is a guideline-recommended intervention for people with advanced heart failure (aHF). However, there is wide variation in delivery across VA medical centers (VAMCs). This study sought to identify key difference-making features that distinguished VAMCs with high vs lower rates of specialist palliative care (SPC) among this population.MethodsWe conducted a secondary analysis of data from the HEART-PAL cohort, comprising 78 high-complexity VAMCs. We used Coincidence Analysis (CNA) to identify minimally necessary and sufficient conditions associated with high (top 25%) or lower (bottom 75%) rates of SPC. Candidate conditions included structures (ie, full-time equivalents (FTE)) and processes (providing outpatient care), as well as cardiology and facility characteristics.ResultsFacility-averaged rates of SPC across VAMCs were 32.7% (standard deviation (SD) = 16.28). We identified 3 pathways to attaining high rates of SPC: above average total team FTE (top 50%) with high numbers of cardiology-initiated consultations (top 25% of consults) OR above average FTE with high use of outpatient palliative care (top 25% of encounters) OR a lower complexity VAMC with above average use of chaplaincy services (Top 50% of visits). In the negative model, there were 2 pathways to having SPC rates in the bottom 75%: below-average team total FTE, OR the absence of high cardiology-initiated consultations, together with the absence of high outpatient consultations.ConclusionHigh SPC reach among people with aHF was linked to combinations of several modifiable factors related to staffing, cardiology involvement, and outpatient palliative care. These findings provide actionable insights into improving SPC delivery across VAMCs.

American Journal of Hospice and Palliative Medicine®
Yale University (US), VA Connecticut Healthcare System (US), Indiana University School of Medicine, Indiana University – Purdue University Indianapolis (US)
Openalex Percentile: Top 13%
Heart Failure Treatment and Management
1.39
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.