Related Experiment Video
Updated: Mar 29, 2026

Design and Analysis for Fall Detection System Simplification
Published on: April 6, 2020
Targeting a high-risk group for fall prevention: strategies for health plans
Lee A Jennings1, David B Reuben, Sung-Bou Kim
1David Geffen School of Medicine at UCLA, Division of Geriatrics, 10945 Le Conte Ave, Ste 2339, Los Angeles, CA 90095-1687.
Objectives:
Although Medicare has implemented incentives for health plans to reduce fall risk, the best way to identify older people at high risk of falling and to use screening results to target fall prevention services remains unknown. We evaluated 4 different strategies using a combination of administrative data and patient-reported information that health plans could easily obtain.
Study Design:
Observational study.
Methods:
We used data from 1776 patients 75 years or older in 4 community-based primary care practices who screened positive for a fear of falling and/or a history of falls. For these patients, we predicted fall-related injuries in the 24 months after the date of screening using claims/encounter data. After controlling for age and gender, we predicted the number of fall-related injuries by adding Elixhauser comorbidity count, any claim for a fall-related injury during the 12 months prior to screening, and falls screening question responses in a sequential fashion using negative binomial regression models.
Results:
Basic patient characteristics, including age and Elixhauser comorbidity count, were strong predictors of fall-related injury. Among falls screening questions, a positive response to, "Have you fallen 2 or more times in the past year?" was the most predictive of a fall-related injury (incidence rate ratio [IRR], 1.56; 95% CI, 1.25-1.94). Prior claim for a fall-related injury also independently predicted this type of injury (IRR, 1.41; 95% CI, 1.05-1.89). The best model for predicting fall-related injuries combined all of these approaches.
Conclusions:
The combination of administrative data and a simple screening item can be used by health plans to target patients at high risk for future fall-related injuries.
Related Concept Videos
Levels of Health Promotion and Illness Prevention
In primary prevention, actions taken before disease onset prevent the disease from...
Planning Nursing Care I
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Preventive Healthcare Services
Venous Thrombosis IV: Nursing Management
Pneumonia V: Nursing management and Prevention
The nurse must practice strict medical asepsis and adhere to infection control guidelines to minimize healthcare-associated infections.
Enhance airway patency
Position the patient correctly to facilitate drainage of the affected lung segments. Manual or mechanical percussion and vibration can also be employed....

