Observational studyJAMA surgery2025
Frailty and Long-Term Health Care Utilization After Elective General and Vascular Surgery.
Observational study in JAMA surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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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.
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Who cites it
6 citing papers in PubMed.
- Efficiency of Sorting Site of Care for Frail Patients Undergoing Mastectomy.Annals of surgical oncology · 2026Article
- Article
- Preoperative geriatric assessment and postoperative outcomes in older adults at risk for frailty-related complications following major surgery: a retrospective comparative cohort study.BMC geriatrics · 2026Article
- An explainable machine learning model predicts 30-day readmission after vertebral augmentation.iScience · 2026Article
- The impact of BMI on frailty screening and the frailty phenotype in ventral hernia patients.Surgical endoscopy · 2025Article
- The role of palliative care at the time of stereotactic radiosurgery on healthcare utilization for frail patients with brain metastases.Neuro-oncology advancesArticle
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Surgical quality improvement efforts have largely focused on 30-day outcomes, such as readmissions and complications. Surgery may have a sustained impact on the health and quality of life of patients considered frail, yet data are lacking on the long-term health care utilization of patients with frailty following surgery. Objective: To examine the independent association of preoperative frailty on long-term health care utilization (up to 24 months) following surgery. Design, Setting, and Participants: This retrospective, observational cohort study included patients undergoing elective general and vascular surgery performed in the Veterans Affairs (VA) Surgical Quality Improvement Program with study entry from October 1, 2013, to September 30, 2018. Patients were followed up for 24 months. Patients with nursing home visits prior to surgery, emergent cases, and in-hospital deaths were excluded. Data analysis was conducted from September 2022 to May 2024. Exposures: Preoperative frailty as assessed by the Risk Analysis Index (RAI-A) score: robust, less than 20; normal, 20 to 29; frail, 30 to 39; and very frail, 40 or more. Main Outcomes and Measures: The primary outcome was health care utilization through 24 months, defined as inpatient admissions, outpatient visits, emergency department (ED) visits, and nursing home or rehabilitation services collected via Corporate Data Warehouse and Centers for Medicare & Medicaid Services data. χ2 Tests and analysis of variance were used to assess preoperative frailty status, and a Cox proportional hazards model was used to calculate the adjusted association of preoperative frailty on each postdischarge health care utilization outcome. Results: This study identified 183 343 elective general (80.5%) and vascular (19.5%) procedures (mean [SD] age, 62 [12.7] years; 12 915 females [7.0%]; 28 671 Black patients [16.0]; 138 323 White patients [77.3%]; 94 451 Medicare enrollees [51.5%]) with mean (SD) RAI-A score of 22.2 (7.0). After adjustment for baseline characteristics and preoperative use of health care services, frailty was associated with higher inpatient admissions (frail: hazard ratio [HR], 1.75; 95% CI, 1.70-1.79; very frail: HR, 2.33; 95% CI, 2.25-2.42), ED visits (frail: HR, 1.39; 95% CI, 1.36-1.41; very frail: HR, 1.70; 95% CI, 1.65-1.75), and nursing home or rehabilitation encounters (frail: HR, 4.97; 95% CI, 4.36-5.67; very frail: HR, 7.44; 95% CI, 6.34-8.73). For patients considered frail and very frail, health care utilization was higher after surgery and remained significant through 24 months for all outcomes (using piecewise Cox proportional hazards modeling). Conclusions and Relevance: In this study, frailty was a significant risk factor for high long-term health care utilization after surgery. This may have quality of life implications for patients and policy implications for health care systems and payers.
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