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April 17, 20260 citationsOpen Access

30-day healthcare utilisation after discharge from four General Internal Medicine departments in Switzerland: a prospective observational cohort study.

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GJGregor JohnLPLoïc PayrardJLJörg Leuppi

Key Result

Higher 30-day healthcare utilisation after hospital discharge (HUTIL index >8.9 vs 0-2.9) was associated with a significantly increased one-year risk of death (aHR 9.6; 95% CI 5.2-17.9).

Key Points

  • The study aims to assess healthcare utilisation within 30 days of discharge and identify its predictors and association with mortality.
  • Prospectively followed adults discharged from four Swiss general internal medicine departments
  • Calculated the 30-day Healthcare Utilisation (HUTIL) index based on consultations and home visits
  • Compared HUTIL index scores to national Swiss values
  • Used a Cox regression model to calculate risks of dying related to HUTIL index scores
  • 78% of patients attended medical consultations within 30 days
  • The median number of healthcare services used was significantly higher than national values
  • Patients with higher HUTIL scores showed increasing risks of dying within one year

Study Design

Type

Cohort (n=934)

Multicenter

Yes

Structured PICO

P
Population
934 adults discharged from four Swiss General Internal Medicine departments
C
Comparator
Swiss national values
O
Outcome
30-day Healthcare Utilisation (HUTIL) index and its association with one-year mortalitycomposite

Hospital discharge from internal medicine is followed by high healthcare utilization, which strongly correlates with 1-year mortality risk.

Main Result

Effect estimate: aHR 9.6 (95% CI 5.2-17.9)

Abstract

Aim To assess healthcare utilisation within 30 days of discharge, identify predictors of this utilisation, and examine its association with mortality. Methods Adults discharged from four Swiss medicine departments were prospectively followed. The 30-day Healthcare Utilisation (HUTIL) index was calculated with consultations with primary care physicians (PCPs), specialists or at emergency departments (EDs), home visits by nurses and hospital readmissions and compared to the Swiss national values. The one-year age- and sex-adjusted risks of dying for each three-point increase in the HUTIL index were calculated using a Cox regression model. Results Of 934 patients included, 78% attended medical consultations, 25% received home-care nurse visits, 12% were readmitted to hospital and 9% consulted at an ED within 30 days of discharge. The median number of healthcare services used per patient (2; IQR 25–75%: 1–13) and HUTIL index scores (3.0; IQR 25–75%: 1.0–8.0) were significantly higher than Switzerland’s 30-day national values of 0.7 (p < 0.001) and 1.6 (p < 0.001), respectively. High HOSPITAL scores, age, hospital lengths of stay, and number of comorbidities were all associated with healthcare utilisation. Compared to patients with HUTIL index scores of 0–2.9, patients with scores of 3–5.9 (adjusted hazard ratio aHR 2.7; 95%CI: 1.1–6.7), 6–8.9 (aHR 5.5; 95%CI: 2.8–10.6), and more than 8.9 (aHR 9.6; 95%CI: 5.2–17.9), all had higher risks of dying within one year. Conclusion Hospital discharge is followed by periods of high healthcare services utilisation. HUTIL index scores correlate with patients’ prognoses.

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Cite This Study

John et al. (2026) conducted a cohort in Discharged from General Internal Medicine departments (n=934). HUTIL index >8.9 vs. HUTIL index 0-2.9 was evaluated on One-year mortality (aHR 9.6, 95% CI 5.2-17.9). Higher 30-day healthcare utilisation after hospital discharge (HUTIL index >8.9 vs 0-2.9) was associated with a significantly increased one-year risk of death (aHR 9.6; 95% CI 5.2-17.9).

synapsesocial.com/papers/69e1cf985cdc762e9d85892bhttps://doi.org/10.48620/96970
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