Observational studyJAMA network open2021
Disparities in Care Management During Terminal Hospitalization Among Adults With Metastatic Cancer From 2010 to 2017.
Observational study in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.
- Age- and gender-based social inequalities in palliative care for cancer patients: a systematic literature review.Frontiers in public health · 2024Pooled it
- Caregiver Availability and Racial Differences in End-Of-Life Care Quality: Evidence From the National Health and Aging Trends Study 2017-2024.Journal of the American Geriatrics Society · 2026Article
- Financial Hardship, End-of-Life Health Care Use, and Costs in Patients With Cancer.JAMA network open · 2026Article
- Do Race, Insurance Status, and Income Factors Impact Pathologic Fracture Presentation and Management?Cancer medicine · 2025Article
- End-of Life Care Disparities Experienced by American Indian and Alaska Natives Peoples: An Analysis of Data from the 2019 Medicare Master Beneficiary Summary File.Journal of palliative medicine · 2025Article
- Trend and Provider- and Organizational-Level Factors Associated With Early Palliative Care Billing Among Patients Diagnosed With Distant-Stage Cancers in 2010-2019 in the United States.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025Article
- Racial, Ethnic, and Socioeconomic Differences in Critical Care Near the End of Life: A Narrative Review.Critical care clinics · 2024Review
- Racial differences in low value care among older adult Medicare patients in US health systems: retrospective cohort study.BMJ (Clinical research ed.) · 2023Article
- Palliative care utilization and racial and ethnic disparities among women with de novo metastatic breast cancer in the United States.Breast cancer research and treatment · 2023Article
- Machine learning in metastatic cancer research: Potentials, possibilities, and prospects.Computational and structural biotechnology journal · 2023Review
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Authors and funding
9 authors at 3 institutions in 1 country.
Funding
Abstract
Importance: Many patients with metastatic cancer receive high-cost, low-value care near the end of life. Identifying patients with a high likelihood of receiving low-value care is an important step to improve appropriate end-of-life care. Objective: To analyze patterns of care and interventions during terminal hospitalizations and examine whether care management is associated with sociodemographic status among adult patients with metastatic cancer at the end of life. Design, Setting, and Participants: This retrospective, population-based cross-sectional study used data from the Healthcare Cost and Utilization Project to analyze all-payer, encounter-level information from multiple inpatient centers in the US. All utilization and hospital charge records from national inpatient sample data sets between January 1, 2010, and December 31, 2017 (n = 58 761 097), were screened. The final cohort included 21 335 patients 18 years and older at inpatient admission who had a principal diagnosis of metastatic cancer and died during hospitalization. Data for the current study were analyzed from January 1, 2010, to December 31, 2017. Exposures: Patient demographic characteristics, patient insurance status, hospital location, and hospital teaching status. Main Outcomes and Measures: Receipt of systemic therapy (including chemotherapy and immunotherapy), receipt of invasive mechanical ventilation, emergency department (ED) admission, time from hospital admission to death, and total charges during a terminal hospitalization. Results: Among 21 335 patients with metastatic cancer who had terminal hospitalizations between 2010 and 2017, the median age was 65 years (interquartile range, 56-75 years); 54.0% of patients were female; 0.5% were American Indian, 3.3% were Asian or Pacific Islander, 14.1% were Black, 7.5% were Hispanic, 65.9% were White, and 3.1% were identified as other; 58.2% were insured by Medicare or Medicaid, and 33.2% were privately insured. Overall, 63.2% of patients were admitted from the ED, 4.6% received systemic therapy, and 19.2% received invasive mechanical ventilation during hospitalization. Racial and ethnic minority patients had a higher likelihood of being admitted from the ED (Asian or Pacific Islander patients: odds ratio [OR], 1.43 [95% CI, 1.20-1.72]; P < .001; Black patients: OR, 1.39 [95% CI, 1.27-1.52]; P < .001; and Hispanic patients: OR, 1.45 [95% CI, 1.28-1.64]; P < .001), receiving invasive mechanical ventilation (Black patients: OR, 1.59 [95% CI, 1.44-1.75]; P < .001), and incurring higher total charges (Asian or Pacific Islander patients: OR, 1.35 [95% CI, 1.13-1.60]; P = .001; Black patients: OR, 1.23 [95% CI, 1.13-1.34]; P < .001; and Hispanic patients: OR, 1.50 [95% CI, 1.34-1.69]; P < .001) compared with White patients. Privately insured patients had a lower likelihood of being admitted from the ED (OR, 0.47 [95% CI, 0.44-0.51]; P < .001), receiving invasive mechanical ventilation (OR, 0.75 [95% CI, 0.69-0.82]; P < .001), and incurring higher total charges (OR, 0.64 [95% CI, 0.59-0.68]; P < .001) compared with Medicare and Medicaid beneficiaries. Conclusions and Relevance: In this study, patients with metastatic cancer from racial and ethnic minority groups and those with Medicare or Medicaid coverage were more likely to receive low-value, aggressive interventions at the end of life. Further studies are needed to evaluate the underlying factors associated with disparities at the end of life to implement prospective interventions.
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