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留守儿童情绪和行为问题特征的潜在类别分析:基于个体为中心的研究视角 被引量:44

Latent Class Analysis of the Characteristics of Left-Behind Children's Emotional and Behavioral Problems: The Person-Centered Perspectives
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摘要 用儿童长处与困难问卷(SDQ)对2288个留守儿童样本进行施测,并对他们的情绪和行为问题特征进行探索性的潜在类别分析,发现留守儿童的情绪和行为问题存在明显的分组特征。统计指标支持了3个潜类别的模型,根据3个潜在类别在问卷各条目上的条件概率特征分别定义为:"适应困难组","行为冲动组"和"适应良好组",3个潜在类别所占全体样本的比例分别为32%、41%和27%。进一步的分析发现:相比较适应良好组而言,适应困难组和行为冲动组有着显著的性别和年级水平效应,适应困难组和行为冲动组的男生所占比例更大;同时,这两个组的小学生所占的比例也更大。 It is reported that there are over 60 million left-behind children in rural China. As a lot of reports showed, most research focused on the mental problems of left-behind children, and the main method adopted by the researchers was factor-analysis . The analysis object of factor analysis are indexes or variables, and it analyzes samples according relevant indexes, assuming that the research variables are all continuous. But not every variable is continuous, there may be qualitative differences as well as quantitative differences between individuals' psychological characteristics. From person-centered perspective, this study aims to explore the characteristics of left-behind children's emotional and behavioral problems, and to figure out if there are qualitative differences between left-behind children groups. On the other hand, due to the urgent demand of intervention and compensation for left-behind children, this study aims to analyze group differences heterogeneity of left-behind children’s emotional and behavioral symptoms, to find out the intervention group which need help most and to carry out more effective intervention. The Children's Strengths and Difficulties Questionnaire (SDQ) were administered to 2288 children and exploring laten class analysis was adopted. Obvious grouping features appeared and the model of three latent classes were supported. The three classes were defined as “maladjustment group” “behavior impulse group” and “basically adapted group” respectively , their proportion of all the samples were 32%, 41% and 27%. To explore the impact of gender and grade level on latent classes of left-behind children’s emotional and behavioral problems characteristics , we built a model of multivariate logistic regression, which took the three latent classes extracted in the first step as the dependent variable, took gender and different grade level as independent variables. Further analysis find that compared with basically adapted group, maladjustment group and behavior impul
出处 《心理科学》 CSSCI CSCD 北大核心 2014年第2期329-334,共6页 Journal of Psychological Science
基金 湖南省哲学社会科学基金项目(12YBB125) 湖南省妇联和湖南农业大学新农村发展研究院横向联合课题的资助
关键词 留守儿童 情绪问题 行为问题 潜在类别分析 Left-behind children, emotional problems, behavioral problems, latent class analysis
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