MedicinemedRxiv

Ranked by formulaVerdict: Notable

Burden and factors associated with hospitalization among patients with chronic Diseases at a tertiary Hospital in Wolaita Zone, South Ethiopia: A Cross-sectional study

Chronic diseases are the leading causes of illness, disability, and death worldwide, with a disproportionate burden in low- and middle-income countries.

By Koyra, Belete, Kanche +2

Score█████░░░░░4.6

Key numbers

  • 95% confidence intervals
  • 66% reported at least one

Caveats

  • Not randomized: its findings are associations.
  • Preprint; not yet peer reviewed.

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Abstract

Background Chronic diseases are the leading causes of illness, disability, and death worldwide, with a disproportionate burden in low- and middle-income countries. Hospitalization is a critical outcome in chronic disease management, reflecting disease severity, treatment failure, and healthcare utilization. However, data on hospitalization burden and its associated factors among chronic disease patients in Ethiopia, are limited. This study aimed to determine the rate of hospitalization and its associated factors among patients with chronic diseases attending a tertiary hospital in Wolaita Zone, South Ethiopia. Methods A facility-based cross-sectional study was conducted among 321 patients with chronic diseases attending the chronic follow-up clinic at Wolaita Sodo University Comprehensive Specialized Hospital from November to December 2022. Consecutive recruitment was used, with unique medical record numbers tracked to prevent double recruitment. Data were collected through structured questionnaires and medical record review. Negative binomial regression was used to identify factors associated with hospitalization rate, with incidence rate ratios (IRR) and 95% confidence intervals (CI) reported. A p-value < 0.05 was considered statistically significant. Results Of the 321 participants, 66% reported at least one hospitalization while on treatment, with a mean of 1.70 {+/-} 1.81 hospitalizations per patient. Drug discontinuation was the most frequently documented reason for hospitalization (39.5%), followed by disease complications (22.3%) and infections (11.7%). Multimorbidity was prevalent, with the majority (59.8%) had 2-3 conditions, and a mean of 2.40 {+/-} 1.02 chronic diseases per patient. Male sex was associated with a higher hospitalization rate, while regular physical exercise was associated with a lower number of hospitalizations. Conclusion This study found a high burden of hospitalization among chronic disease patients, with drug discontinuation being the leading documented reason. Male sex and regular physical exercise were significantly associated highlighting the need for medication adherence support programs and structured exercise programs integrated into routine chronic disease care, as well as gender-sensitive interventions.

H. C. Koyra, Y. W. Belete, Z. Z. Kanche, Z. Desalegn, M. M. Koyra

The editor's rubric

Heuristic review

Leverage2 / 5
Reusable within one subfield (a technique, dataset, or protocol a few groups will adopt).
10% of this desk’s rubric
Magnitude2 / 5
Solid incremental gain on a meaningful problem.
20% of this desk’s rubric
Evidence3 / 5
Solid: multiple benchmarks or cohorts, ablations, fair baselines, released code or data.
32% of this desk’s rubric
Novelty2 / 5
A new combination of known ideas.
8% of this desk’s rubric
Trajectory2 / 5
Some room to improve with obvious engineering.
5% of this desk’s rubric
Stakes4 / 5
Large-scale human impact: millions of people, or a major industry.
25% of this desk’s rubric

Editor’s rationale

Heuristic triage from title and abstract text only, not a reading of the paper. Cues found: verification (error bars); stakes (global scale, mortality, major disease). Red flags: not randomized.

How the score was computed

rank-2026-10-18

Score█████░░░░░4.6

Score = 10 × (80% × adjusted merit / 10 + 10% × attention + 10% × freshness)

Desks place stronger verdicts first, then use this score to order work within the same verdict.

Merit
5.6 / 10
Weighted rubric, evidence-gated.
Adjusted merit
4.7 / 10
Shrunk toward the desk prior by editor confidence (40%).
Attention
0%
Citations, upvotes, points, mentions.
Freshness
85%
Half-life decay since publication.

No attention signals recorded yet.

The record

  • Reviewed by heuristic-v7 on Oct 18, 2026, 06:17 UTC. Paper type: clinical.
  • Categories: public and global health
  • BRIEF, No.8 in the Medicine edition of October 18, 2026.