Prediction of symptomatic depression by discriminant analysis in Japanese community-dwelling elderly

التفاصيل البيبلوغرافية
العنوان: Prediction of symptomatic depression by discriminant analysis in Japanese community-dwelling elderly
المؤلفون: Kazushi Okamoto, Yuko Harasawa
المصدر: Archives of Gerontology and Geriatrics. 52:177-180
بيانات النشر: Elsevier BV, 2011.
سنة النشر: 2011
مصطلحات موضوعية: Male, Aging, Health (social science), Models, Psychological, Social Environment, Developmental psychology, Interviews as Topic, Asian People, Japan, Discriminant function analysis, Elderly persons, Predictive Value of Tests, Residence Characteristics, Risk Factors, Humans, Prospective cohort study, Depression (differential diagnoses), Aged, Aged, 80 and over, Depression, Discriminant Analysis, Social environment, Middle Aged, Linear discriminant analysis, Poor Appetite, Socioeconomic Factors, Predictive value of tests, Female, Geriatrics and Gerontology, Psychology, Gerontology, Clinical psychology
الوصف: Although a number of studies have examined depression risk factors for elderly persons, little attention has been paid to the prediction of individuals at risk. This study constructed a predictive model for discrimination between individuals at a higher risk of depression and normal subjects in Japanese community-dwelling elderly persons, using linear discriminant analysis. Data were collected from 754 non-institutionalized elderly men and women aged 65 years and older living in the community in Japan, using face-to-face interviews in 2002. Stepwise linear discrimination analysis was used to construct a predictive model to select individuals who have a higher risk of depression. The stepwise discriminant analysis selected the five predictor variables (frequent hearing problems, poor appetite, less financial leeway, low emotional support and less subjective usefulness) and yielded a statistically significant function (λ=0.816; χ2=113.0, df=5, p
تدمد: 0167-4943
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2a460f0960181558217cdf71a9cc8355
https://doi.org/10.1016/j.archger.2010.03.012
حقوق: CLOSED
رقم الأكسشن: edsair.doi.dedup.....2a460f0960181558217cdf71a9cc8355
قاعدة البيانات: OpenAIRE