Related Experiment Video
Updated: May 1, 2026

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
Breast cancer care quality and survival are not associated with hospital safety-net burden
Trisha Lal1, Natalie N Chakraborty2, Ashley B Simpson2
1Division of Surgical Oncology, Department of Surgery, University Hospitals Cleveland Medical Center, OH; Case Comprehensive Cancer Center, School of Medicine, Case Western Reserve University, Cleveland, OH. Electronic address: https://twitter.com/med_trisha.
Background:
Safety-net hospitals anchor access for Medicaid/uninsured patients but operate under persistent financial pressure. Whether a higher safety-net burden influences breast cancer care quality or survival is unclear.
Methods:
We conducted a retrospective cohort study using the National Cancer Database (2018-2022) for women aged ≥40 years with stage 0-IV breast cancer. Hospital safety-net burden (proportion of Medicaid/uninsured patients) was categorized as low (low-burden hospital), medium (medium-burden hospital), or high (high-burden hospital). The primary outcome was guideline-concordant care among stages I-III (concordant local therapy plus all indicated systemic components), evaluated using mixed-effects logistic regression (facility random intercept). Overall survival was assessed using Cox models in patients with stage 0-IV disease, with stage-stratified models as secondary analyses.
Results:
Among 599,643 patients, those treated at high-burden hospitals were younger and often from lower-income, less-educated neighborhoods, and minoritized groups. Guideline-concordant care rates were similar across hospital groups (73%-75%). After adjustment, safety-net burden was not associated with guideline-concordant care (medium-burden hospital versus low-burden hospital: adjusted odds ratio, 1.04; 95% confidence interval, 0.99-1.09; high-burden hospital versus low-burden hospital: 0.98; 0.93-1.04). Lower guideline-concordant care was associated with older age, greater comorbidity, and later diagnosis year; guideline-concordant care was higher in stage II and lower in stage III than in stage I. Overall survival did not differ by safety-net burden in adjusted or stage-stratified Cox models; it was instead driven by stage, age, comorbidity, facility type, and tumor subtype.
Conclusion:
Hospital safety-net burden is not associated with lower guideline-concordant care or poorer overall survival in breast cancer. Preserving safety-net hospital capacity to deliver standardized, multidisciplinary care may help maintain high-quality outcomes for marginalized patients as policy environments evolve.
Related Concept Videos
Cancer Survival Analysis
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Hospitals-II
Nurses that work in...
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
Comparing the Survival Analysis of Two or More Groups
