摘要
新世纪前20年,国内结构方程模型(SEM)方法研究主要涉及5个主题:模型发展、参数估计、模型评价、测量不变性及特殊数据处理,特别是模型发展方面(即SEM的各种变式)有较多成果。对每个主题,在简述背景知识的基础上,系统总结了方法学研究发展及成果。最后也讨论了SEM的国外方法学研究进展和未来研究方向。
In the first two decades of the 21st century,the hotspots of the methodological research on structural equation models(SEM)in China’s mainland generally involve the following five aspects:model development,parameter estimation,model evaluation,measurement invariance and special data processing.Remarkably,there is more progress in model development(i.e.,different variations of SEM)amongst the above aspects.After an overview of the background knowledge of these hotspots,we presented the main research topics and methodological achievements under each hotspot.We also discussed the recent progress in SEM methodological research abroad and the future research directions.
作者
王阳
温忠麟
李伟
方杰
WANG Yang;WEN Zhonglin;LI Wei;FANG Jie(School of Public Administration,Guangdong University of Finance,Guangzhou 510521,China;School of Psychology/Center for Studies of Psychological Application,South China Normal University,Guangzhou 510631,China;School of Education Science and Technology,Northwest Minzu University,Lanzhou 730124,China;Faculty of Artificial Intelligence in Education,Central China Normal University,Wuhan 430079,China;Institute of New Development&Department of Applied Psychology,Guangdong University of Finance&Economics,Guangzhou,510320,China)
出处
《心理科学进展》
CSSCI
CSCD
北大核心
2022年第8期1715-1733,共19页
Advances in Psychological Science
基金
国家自然科学基金项目(32171091)
广东省哲学社会科学规划项目(青年项目)(GD21YXL04)
国家社会科学基金项目(17BTJ035,19BMZ080)
甘肃省教育科学规划项目(GS[2021]GHB1777)
广东省普通高校创新团队项目(人文社科)(2019WCXTD005)
广东省教育科学规划项目(2020GXJK342)
中央高校基本科研业务费专项资金项目(31920210120)资助。
关键词
结构方程模型
模型发展
参数估计
模型评价
测量不变性
structural equation model
model development
parameter estimation
model evaluation
measurement invariance
