智力残疾
查德
多项式logistic回归
心理学
代理(统计)
逻辑回归
纵向研究
老年学
插补(统计学)
缺少数据
发展心理学
医学
精神科
统计
计算机科学
病理
数学
人工智能
内科学
决策树
作者
Louise Lynch,Mary McCarron,Philip McCallion,Éilish Burke
标识
DOI:10.1177/17446295241230578
摘要
This study presents the findings of an investigation into the self-reported TV habits of adults with an intellectual disability, where time watching TV was used as a proxy for sedentary behaviour (SB). Risk factors identified for the general and intellectual disability populations and standard covariates of age, sex, level of intellectual disability, living circumstances and BMI were explored to determine their viability as contributors to increased TV viewing and SB. Missing data was imputed using Multiple Imputation Chained Equation (MICE). Multinomial logistic regression and Chi-squared Automatic Interaction Detector Analysis (CHAID) analyses of risk factors for increased TV viewing were explored and compared. The Systems of Sedentary Behaviour (SOS) framework was used to structure results. Novel risk factors for increased TV viewing were identified.
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