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Full-Text Articles in Occupational Therapy
Association Of Fall-Related Injuries And Different Diagnoses In Older Adults Of Ontario: A Machine Learning Approach, Sorour Rostampour
Association Of Fall-Related Injuries And Different Diagnoses In Older Adults Of Ontario: A Machine Learning Approach, Sorour Rostampour
Electronic Thesis and Dissertation Repository
Falls are the leading cause of injury-related hospitalizations among older adults in Canada. This study aimed to identify the most informative diagnostic categories associated with fall-related injuries (FRIs) using three machine learning algorithms: decision tree, random forest, and extreme gradient boosting tree (XGBoost). Secondary data from two Ontario health administrative databases (NACRS, DAD) covering the period 2006-2015 were analyzed. Older adults (aged ≥ 65 years) who sought treatment for FRIs in emergency departments (ED) or hospitals, as indicated by Canadian version of the 10th revision of the International Statistical Classification of Diseases and Related Health Problems (ICD-10-CA) codes for falls …
Older Adults’ Experience In Owning A Guide Dog, Jeffrey Kou, Yvonne Lam, Patricia Lyons, Susan Nguyen
Older Adults’ Experience In Owning A Guide Dog, Jeffrey Kou, Yvonne Lam, Patricia Lyons, Susan Nguyen
Student Research Posters
Low vision is an age-related condition that affects many older adults, and may create challenges in everyday activities in older adults. Guide dogs have been shown to be an effective assistive device that can help older adults within their community. Despite vast research on dog companionship, there is limited research on the facilitators and barriers of owning a guide dog among older adults with low vision. The purpose of this qualitative phenomenological study is to explore the facilitators and barriers of owning a guide dog as experienced by older adults with low vision participating in Guide Dogs for the Blind …