探索性因素分析、目标旋转与因素结构的一致性
Exploratory Factor Analysis,Target Rotation and Factorial Agreement
查看参考文献40篇
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文摘
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在因素结构水平上评估跨群体的一致性是在心理学研究中常常遇见的一个问题,对此问题的解答,可以选择探索性因素分析→目标旋转→一致性评估这一途径.本文首先介绍正交目标旋转的简单原理,然后介绍其在心理研究中的应用以及相关软件和程序.目标旋转之后,结构一致性的量化可以采用一致性系数等指标,这些指标可采用一定的实证分布、近似处理或经验标准进行统计检验.之后采用一项实证数据,演示探索性因素分析、目标旋转以及结构一致性的评估方法. |
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其他语种文摘
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Applications of structure-oriented techniques to investigate cross-group or cross-situation factorial agreement/similarity are common practices in psychological researches(e.g.cross-cultural research).Exploratory factor analysis followed with target/Procrustes rotation and factorial agreement/similarity assessment is an approach to accomplish this purpose.In this article,the brief principle of orthogonal Procrustes rotation is introduced,then,the application in psychological researches is reviewed,and some related software and procedure are recommended.After target rotation,factorial agreement can be measured by some indications like congruence coefficient,which can be tested according to empirical sampling distribution or rule of thumb.The proposed analysis procedure for assessing factorial agreement is illustrated with empirical data of positive affect and negative affect of male and female adolescents.Finally,most of the important issues in the three stages of the procedure are summarized. |
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来源
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心理科学进展
,2009,17(5):1094-1101 【扩展库】
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关键词
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探索性因素分析
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目标旋转
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结构一致性
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地址
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1.
中国人民大学劳动人事学院, 北京, 100872
2.
中国科学院心理研究所, 北京, 100101
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语种
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中文 |
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文献类型
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研究性论文 |
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ISSN
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1671-3710 |
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学科
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社会科学总论 |
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基金
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国家自然科学基金面上项目
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中国人民大学项目
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文献收藏号
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CSCD:3697088
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参考文献 共
40
共2页
|
|
1.
崔红. 中西方“外向性”人格维度的内涵分析——中西方人格量表在中国人群中的测量.
心理学报,2006,37:414-421
|
CSCD被引
8
次
|
|
|
|
|
2.
范滓砚. 探索性因素分析--最近10年的评述.
心理科学进展,2003,11:579-585
|
CSCD被引
1
次
|
|
|
|
|
3.
黄飞. 年级还是年龄？两种不同的效应来源——以青少年人格横断比较为例.
心理学报,2008,40:1287-1296
|
CSCD被引
1
次
|
|
|
|
|
4.
张建新. 中国人人格结构探索——人格特质六因素假说.
心理科学进展,2006,14:574-585
|
CSCD被引
21
次
|
|
|
|
|
5.
Abdi,H. RV coefficient and congruence coefficient.
Encyclopedia of Measurement and Statistics,2007
|
CSCD被引
7
次
|
|
|
|
|
6.
Allik,J. Escapable conclusions:Toomela(2003)and the universality of trait structure.
Journal of Personality and Social Psychology,2004,87:261-265
|
CSCD被引
1
次
|
|
|
|
|
7.
Ahija,A. Invariance of the "NEO-PI-R" factor structure across exploratory and confirmatory factor analyses.
Personality and Individual Difference,2005,38:1879-1889
|
CSCD被引
1
次
|
|
|
|
|
8.
Andradea,J.M. Procrustes rotation in analytical chemistry,a tutorial.
Chemometrics and Intelligent Laboratory Systems,2004,72:123-132
|
CSCD被引
1
次
|
|
|
|
|
9.
Bedeiart,A.G. The significance of congruence coefficients:A comment and statistical test.
JOURNAL OF MANAGEMENT,1998,14:559-566
|
CSCD被引
1
次
|
|
|
|
|
10.
Bevels,K. On Meredith's solution for weighted Procrustes rotation.
PSYCHOMETRIKA,1978,44:121-122
|
CSCD被引
1
次
|
|
|
|
|
11.
Broadbooks,W.J. A Monte Carlo study of the sampling distribution of the congruence cuefficient.
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT,1987,47:1-11
|
CSCD被引
1
次
|
|
|
|
|
12.
Brokken,F.B. Orthogonal Procrustes Rotation maximizing congruence.
PSYCHOMETRIKA,1983,48:343-352
|
CSCD被引
1
次
|
|
|
|
|
13.
Chan,W. An alternative method for evaluating congruence coefficients with Procrustes Rotation:A bootstrap procedure.
PSYCHOLOGICAL METHODS,1999,4:378-402
|
CSCD被引
1
次
|
|
|
|
|
14.
Cheung,F.M. The English version of the Chinese personality Assessment Inventory.
JOURNAL OF CROSS-CULTURAL PSYCHOLOGY,2003,34:433-452
|
CSCD被引
5
次
|
|
|
|
|
15.
Christie,O.H.J. Data Laundering by target rotation in chemistry-based oil exploration.
Journal of Chemometrics,1996,10:453-461
|
CSCD被引
1
次
|
|
|
|
|
16.
Commandeur,J.J.F. A dedicated generalized Procrustes algorithm for consensus molecular alignment.
Journal of Chemometrics,2004,18:37-42
|
CSCD被引
1
次
|
|
|
|
|
17.
Cramer,E.M. On Browne's solution for oblique Procrustes rotation.
PSYCHOMETRIKA,1974,39:159-163
|
CSCD被引
1
次
|
|
|
|
|
18.
Egger,J.I.M. Cross-cultural replication of the five-factor model and comparison of the NEO-PI-R and MMPI-2 PSY-5 scales m a Dutch psychiatric sample.
Psychological Assessement,2003,15:81-88
|
CSCD被引
1
次
|
|
|
|
|
19.
Fabrigar,L.R. Evaluating the use of exploratory factor analysis in psychological research.
PSYCHOLOGICAL METHODS,1999,4:272-299
|
CSCD被引
18
次
|
|
|
|
|
20.
Fjell,A.M. On the Topography of P3a and P3b across the adult lifespan-A Factor-Analytic study using orthogonal Procrustes Rotation.
BRAIN TOPOGRAPHY,2003,15:153-164
|
CSCD被引
1
次
|
|
|
|
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