Related Experiment Video
Updated: Dec 5, 2025

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
Race/Ethnicity and County-Level Social Vulnerability Impact Hospice Utilization Among Patients Undergoing Cancer
Alizeh Abbas1, J Madison Hyer2, Timothy M Pawlik1
1Department of Surgery, The Ohio State University Wexner Medical Center and the James Cancer Hospital, Columbus, OH, USA.
Background:
Integration of palliative care services into the surgical treatment plan is important for holistic patient care. We sought to examine the association between patient race/ethnicity and county-level vulnerability relative to patterns of hospice utilization.
Patients And Methods:
Medicare Standard Analytic Files were used to identify patients undergoing lung, esophageal, pancreatic, colon, or rectal cancer surgery between 2013 and 2017. Data were merged with the Centers for Disease Control and Prevention's social vulnerability index (SVI). Logistic regression was utilized to identify factors associated with overall hospice utilization among deceased individuals.
Results:
A total of 54,256 Medicare beneficiaries underwent lung (n = 16,645, 30.7%), esophageal (n = 1427, 2.6%), pancreatic (n = 6183, 11.4%), colon (n = 26,827, 49.4%), or rectal (n = 3174, 5.9%) cancer resection. Median patient age was 76 years (IQR 71-82 years), and 28,887 patients (53.2%) were male; the majority of individuals were White (91.1%, n = 49,443), while a smaller subset was Black or Latino (racial/ethnic minority: n = 4813, 8.9%). Overall, 35,416 (65.3%) patients utilized hospice services prior to death. Median SVI was 52.8 [interquartile range (IQR) 30.3-71.2]. White patients were more likely to utilize hospice care compared with minority patients (OR 1.24, 95% CI 1.17-1.31, p < 0.001). Unlike White patients, there was reduced odds of hospice utilization (OR 0.97, 95% CI 0.96-0.99) and early hospice initiation (OR 0.94, 95% CI 0.91-0.97) as SVI increased among minority patients.
Conclusions:
Patients residing in counties with high social vulnerability were less likely to be enrolled in hospice care at the time of death, as well as be less likely to initiate hospice care early. The effects of increasing social vulnerability on hospice utilization were more profound among minority patients.
Related Concept Videos
Cancer Survival Analysis
Nursing Ethical Principles II
Consider the following scenario, which illustrates how these principles are applied in the care of Mr. John, a fifty-year-old teacher diagnosed with metastatic liver cancer.
Initially, Mr. John's...
Continuing Care
Ethical Issues
Ethical Concerns in Healthcare:
Cancer Therapies
However, cancer treatments can pose several challenges, as therapies used to kill cancer cells are generally also toxic to normal cells. Moreover, cancer cells mutate rapidly and can develop resistance to chemical agents or radiation therapy. Besides, all types of cancer cells may not respond to the same therapy. Some cancer cells respond to one...
Comparing the Survival Analysis of Two or More Groups
