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The CHARLS study collected sociodemographic and health-related data using a structured questionnaire, including covariates such as age, sex, educational attainment, marital status, residence, smoking and drinking status, visual and hearing impairment, self-reported general health status, self-reported life satisfaction, daytime napping habits, depression, and chronic disease condition.

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