SynthesisJAMA network open2021
Interventions to Reduce Hospital Length of Stay in High-risk Populations: A Systematic Review.
Synthesis 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 116 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
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
116 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Diabetes is associated with elevated mortality, stroke, and osteoradionecrosis in squamous cell carcinomas of the head and neck: a systematic review and meta-analysis.BMC oral health · 2026Pooled it
- Effectiveness of prehabilitation for patients with colorectal surgery: a systematic review and network meta-analysis.Updates in surgery · 2026Pooled it
- Pooled it
- A US Hospital-Perspective Decision-Analytic Model of Once-Weekly Rezafungin Versus Daily Echinocandin Therapy in Hospitalized Adults With Candidemia or Invasive Candidiasis: Potential Cost Savings From Earlier Discharge.Open forum infectious diseases · 2026Trial
- Open versus robotic-assisted repair of midline ventral hernias with defect width 2-8 cm - a randomized clinical trial (OVER).Hernia : the journal of hernias and abdominal wall surgery · 2026Trial
- Robotic-assisted ventral hernia repair - a detailed economic evaluation: is it worth it?Hernia : the journal of hernias and abdominal wall surgery · 2025Trial
- Proactive integrated consultation-liaison psychiatry and time spent in hospital by older medical inpatients in England (The HOME Study): a multicentre, parallel-group, randomised controlled trial.The lancet. Psychiatry · 2024Trial
- A transitional care program in a technologically monitored in-hospital facility reduces the length of hospital stay and improves multidimensional frailty in older patients: a Randomized Clinical Trial.Aging clinical and experimental research · 2024Trial
- Association Between Hospital-Based Addiction Consult Service Implementation and Hospital Length-of-Stay and 30-Day Readmission Rates for Patients with Opioid Use Disorder.Journal of general internal medicine · 2026Article
- Failure to Re-identify and Manage Known Dementia Associated With Hospital Readmission and LOS: A Retrospective Cohort Study.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2026Article
- Nutritional screening within the GLIM procedure-Part 1: Development of a conceptual definition of risk of malnutrition using a modified Delphi procedure.JPEN. Journal of parenteral and enteral nutrition · 2026Article
- Reducing unnecessary bed days to optimise flow and improve demand-capacity mismatch: learning from a system-wide patient flow collaborative.BMJ open quality · 2026Article
- Explainable Boosting Machine Predicting Length of Stay After Liver Surgery in Patients with Colorectal Liver Metastases.Cancers · 2026Article
- Comparative efficacy and safety of extended versus continuous infusion of beta-lactam antibiotics for severe infection: a network meta-analysis of randomized trials.Critical care (London, England) · 2026Article
- Implementation of a pharmacist‑led discharge intervention to improve medication information handover at hospital discharge: a non-randomised feasibility study.BMC health services research · 2026Article
- Virtual nursing implementation and 30-day patient readmissions: a multi-site study.NPJ digital medicine · 2026Article
- Article
- Article
- The Cost of Inequity: Financial Burden of Neighborhood Disparities in Pediatric Critical Care Use.CHEST critical care · 2026Article
- Timely hospital discharge in TAVI patients: towards a patient-centered care pathway.Clinical research in cardiology : official journal of the German Cardiac Society · 2026Review
56 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Many strategies to reduce hospital length of stay (LOS) have been implemented, but few studies have evaluated hospital-led interventions focused on high-risk populations. The Agency for Healthcare Research and Quality (AHRQ) Learning Health System panel commissioned this study to further evaluate system-level interventions for LOS reduction. Objective: To identify and synthesize evidence regarding potential systems-level strategies to reduce LOS for patients at high risk for prolonged LOS. Evidence Review: Multiple databases, including MEDLINE and Embase, were searched for English-language systematic reviews from January 1, 2010, through September 30, 2020, with updated searches through January 19, 2021. The scope of the protocol was determined with input from AHRQ Key Informants. Systematic reviews were included if they reported on hospital-led interventions intended to decrease LOS for high-risk populations, defined as those with high-risk medical conditions or socioeconomically vulnerable populations (eg, patients with high levels of socioeconomic risk, who are medically uninsured or underinsured, with limited English proficiency, or who are hospitalized at a safety-net, tertiary, or quaternary care institution). Exclusion criteria included interventions that were conducted outside of the hospital setting, including community health programs. Data extraction was conducted independently, with extraction of strength of evidence (SOE) ratings provided by systematic reviews; if unavailable, SOE was assessed using the AHRQ Evidence-Based Practice Center methods guide. Findings: Our searches yielded 4432 potential studies. We included 19 systematic reviews reported in 20 articles. The reviews described 8 strategies for reducing LOS in high-risk populations: discharge planning, geriatric assessment, medication management, clinical pathways, interdisciplinary or multidisciplinary care, case management, hospitalist services, and telehealth. Interventions were most frequently designed for older patients, often those who were frail (9 studies), or patients with heart failure. There were notable evidence gaps, as there were no systematic reviews studying interventions for patients with socioeconomic risk. For patients with medically complex conditions, discharge planning, medication management, and interdisciplinary care teams were associated with inconsistent outcomes (LOS, readmissions, mortality) across populations. For patients with heart failure, clinical pathways and case management were associated with reduced length of stay (clinical pathways: mean difference reduction, 1.89 [95% CI, 1.33 to 2.44] days; case management: mean difference reduction, 1.28 [95% CI, 0.52 to 2.04] days). Conclusions and Relevance: This systematic review found inconsistent results across all high-risk populations on the effectiveness associated with interventions, such as discharge planning, that are often widely used by health systems. This systematic review highlights important evidence gaps, such as the lack of existing systematic reviews focused on patients with socioeconomic risk factors, and the need for further research.
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