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Article

Evaluation of Risk Factors for Fall Incidence Based on Statistical Analysis

1
Department of Internal Medicine, Kangwon National University Hospital, Chuncheon 24289, Republic of Korea
2
Department of Internal Medicine, College of Medicine, Kangwon National University, Chuncheon 24341, Republic of Korea
3
Biomedical Research Institute, Kangwon National University Hospital, Chuncheon 24289, Republic of Korea
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2025, 22(5), 748; https://doi.org/10.3390/ijerph22050748
Submission received: 4 April 2025 / Revised: 5 May 2025 / Accepted: 8 May 2025 / Published: 9 May 2025

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.
Keywords: fall; risk factor; hospital inpatient; clinical department; nursing shifts fall; risk factor; hospital inpatient; clinical department; nursing shifts

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MDPI and ACS Style

Moon, D.H.; Kim, T.-H.; Lim, M.-N.; Han, S.-S. Evaluation of Risk Factors for Fall Incidence Based on Statistical Analysis. Int. J. Environ. Res. Public Health 2025, 22, 748. https://doi.org/10.3390/ijerph22050748

AMA Style

Moon DH, Kim T-H, Lim M-N, Han S-S. Evaluation of Risk Factors for Fall Incidence Based on Statistical Analysis. International Journal of Environmental Research and Public Health. 2025; 22(5):748. https://doi.org/10.3390/ijerph22050748

Chicago/Turabian Style

Moon, Da Hye, Tae-Hoon Kim, Myoung-Nam Lim, and Seon-Sook Han. 2025. "Evaluation of Risk Factors for Fall Incidence Based on Statistical Analysis" International Journal of Environmental Research and Public Health 22, no. 5: 748. https://doi.org/10.3390/ijerph22050748

APA Style

Moon, D. H., Kim, T.-H., Lim, M.-N., & Han, S.-S. (2025). Evaluation of Risk Factors for Fall Incidence Based on Statistical Analysis. International Journal of Environmental Research and Public Health, 22(5), 748. https://doi.org/10.3390/ijerph22050748

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