# Evaluation of Risk Factors for Fall Incidence Based on Statistical Analysis

**Authors:** Da Hye Moon, Tae-Hoon Kim, Myoung-Nam Lim, Seon-Sook Han

PMC · DOI: 10.3390/ijerph22050748 · International Journal of Environmental Research and Public Health · 2025-05-09

## TL;DR

This study analyzed fall risk factors in hospitalized patients, finding differences between internal medicine and surgical patients and identifying night shifts as a key time for falls.

## Contribution

The study provides insights into department-specific and shift-based fall risk factors among hospitalized patients.

## Key findings

- Surgical patients had longer hospital stays and took more medications than internal medicine patients.
- Falls occurred more frequently during night shifts, with older patients falling at night and those with longer stays falling during the day.
- Internal medicine patients had shorter stays and took fewer medications but experienced more falls.

## Abstract

Background: Falls are common among hospitalized patients, particularly affecting older adults. This study analyzed patients who experienced falls at Kangwon National University Hospital (KNUH) and classified them based on department and nursing shift hours. Methods: Data from adult patients admitted to KNUH between 2018 and 2023 who experienced falls were analyzed, focusing on demographics, medications, comorbidities, alcohol and smoking histories, and the Morse Fall Scale. The goal was to identify the key variables contributing to falls in hospitalized patients. Results: From 2018 to 2023, 336 internal medicine and 159 surgical patients experienced falls. Surgical patients had a longer length of stay (34.49 ± 47.52 vs. 24.63 ± 28.37 d, p = 0.016), and falls occurred more frequently during night shifts. Surgical patients had longer hospital stays (34.49 ± 47.52 vs. 24.63 ± 28.37 days), took more medications (9.20 vs. 6.83), and experienced falls sooner after narcotic use (3.77 vs. 6.17 days) than internal medicine patients. Patients who fell during night shifts were older, while those who fell during day shifts had a longer length of stay. Conclusions: The study found higher fall rates in internal medicine patients who had shorter lengths of stay and took fewer medications. Further research is needed on fall risk factors and prevention strategies.

## Full-text entities

- **Diseases:** Fall (MESH:C537863)
- **Chemicals:** alcohol (MESH:D000438)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

33 references — full list in the complete paper: https://tomesphere.com/paper/PMC12111584/full.md

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Source: https://tomesphere.com/paper/PMC12111584