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

To assess healthcare utilisation within 30 days of discharge, identify predictors of this utilisation, and examine its association with mortality. 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. 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. Hospital discharge is followed by periods of high healthcare services utilisation. HUTIL index scores correlate with patients’ prognoses.

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Journal
BMC Health Services Research
Published
2026-03-11
DOI
https://doi.org/10.1186/s12913-026-14311-w
Primary Topic
Primary Care and Health Outcomes
Type
article
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article

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

Gregor John, Loïc Payrard, Marco Mancinetti, Daniel Genné et al.
BMC Health Services Research
Primary Care and Health Outcomes
article

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

Gregor John, Loïc Payrard, Marco Mancinetti, Daniel Genné, Jacques Donzé, Jörg Leuppi
article en

Abstract

To assess healthcare utilisation within 30 days of discharge, identify predictors of this utilisation, and examine its association with mortality. 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. 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. Hospital discharge is followed by periods of high healthcare services utilisation. HUTIL index scores correlate with patients’ prognoses.

BMC Health Services Research
University of Geneva (CH), Brigham and Women's Hospital (US), Harvard University (US), University of Fribourg (CH), University of Basel (CH), University Hospital of Bern (CH), Kantonsspital Baselland (CH), Psychiatry Baselland (CH), Fribourg Development Agency (CH), Hospital Neuchâtel (CH), University Hospital of Geneva (CH), Spitalzentrum Centre hospitalier Biel- Bienne (CH), University of Lausanne (CH)
Openalex Percentile: Top 30%
Primary Care and Health Outcomes
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