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Application of machine learning for detecting high fall risk in middle aged workers using video-based analysis of the first three steps.
J Occup Health
January 2025
Panasonic Corporation, Department Electric Works Company/Engineering Division, Osaka, Japan.
Background: Falls are among the most prevalent workplace accidents, necessitating thorough screening for susceptibility to falls and customization of individualized fall prevention programs. The aim of this study was to develop and validate a high fall risk prediction model using machine learning (ML) and video-based first three steps in middle-aged workers.
Methods: Train data (n=190, age 54.
Teaching Caregivers to Use Graduated Guidance Using Video Modeling.
Behav Anal Pract
December 2024
The New England Center for Children, 33 Turnpike Road, Southborough, MA 01772 USA.
Unlabelled: We evaluated the effects of a video modeling training package on the implementation of graduated guidance instruction for three caregivers of young children with autism spectrum disorder. The video model was narrated and featured a generic model of graduated guidance that was different from the tasks used in the study. One of the caregiver-child dyads participated via telehealth during the COVID-19 pandemic.
View Article and Find Full Text PDFEvaluating the Efficacy of and Preference for Interactive Computer Training with Student-Generated Examples.
Behav Anal Pract
December 2024
Marquette University, Milwaukee, WI USA.
Designing effective and preferred teaching practices for undergraduate students are common goals in behavior analytic training programs. A preliminary study by Nava et al. (2019) showed that undergraduate students generally rated peer-generated examples of the principles of behavior analysis as more preferred, relatable, and culturally responsive than traditional textbook examples.
View Article and Find Full Text PDFEffectiveness of a video-assisted teaching program on menstrual cup usage among women (18-45 years age group) in selected colleges of Patna.
J Family Med Prim Care
December 2024
College of Nursing, All India Institute of Medical Sciences, Patna, Bihar, India.
Introduction: Menstrual cups are a sustainable alternative to traditional menstrual products, yet their usage remains low in many regions. In India, only 0.3% of women use menstrual cups, representing a lack of knowledge and a negative attitude towards the use of menstrual cups.
View Article and Find Full Text PDFVideo Feedback Improves Anesthesia Residents' Communication Skill and Performance on Showing Empathy During Preoperative Interviews.
Chin Med Sci J
December 2024
Department of Anesthesiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China.
Objectives: To determine the impact of scenario-based lecture and personalized video feedback on anesthesia residents' communication skills during preoperative visits.
Methods: A total of 24 anesthesia residents were randomly divided into a video group and a control group. Residents in both groups took part in a simulated interview and received a scenario-based lecture on how to communicate with patients during preoperative visits.
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