Computing Robust, Bootstrap-Adjusted Fit Indices for Use With Nonnormal Data

被引：54

作者：

Walker, David A. ^{[1
]}

Smith, Thomas J. ^{[1
]}

机构：

[1] Northern Illinois Univ, Educ Res & Assessment, De Kalb, IL USA

来源：

MEASUREMENT AND EVALUATION IN COUNSELING AND DEVELOPMENT | 2017年 / 50卷 / 1-2期

关键词：

Confirmatory factor analysis; goodness-of-fit index; model fit; structural equation modeling; SAMPLE-SIZE; PERFORMANCE; ERROR;

D O I：

10.1080/07481756.2017.1326748

中图分类号：

G44 [教育心理学];

学科分类号：

0402 ; 040202 ;

摘要：

Nonnormality of data presents unique challenges for researchers who wish to carry out structural equation modeling. The subsequent SPSS syntax program computes bootstrap-adjusted fit indices (comparative fit index, Tucker-Lewis index, incremental fit index, and root mean square error of approximation) that adjust for nonnormality, along with the Bollen-Stine bootstrap-adjusted (2) equivalent statistic and associated scaling factor.

引用

页码：131 / 137

页数：7

共 38 条

[1]

[Anonymous], 1999, UCLA STAT SERIES

[2] Structural equation modelling: Adjudging model fit [J].

Barrett, Paul .

PERSONALITY AND INDIVIDUAL DIFFERENCES, 2007, 42 (05) :815-824

[3] Simulation study on fit indexes in CFA based on data with slierhtly distorted simple structure [J].

Beauducel, A ;

Wittmann, WW .

STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2005, 12 (01) :41-75

[4]

Bentler P. M., 1995, Structural equation modelling: Concepts, issues, and applications, P76

[5]

Bentler P.M., 1993, EQS Windows user's guide

[6]

BENTLER PM, 1990, PSYCHOL BULL, V107, P238, DOI 10.1037/0033-2909.88.3.588

[7] BOOTSTRAPPING GOODNESS-OF-FIT MEASURES IN STRUCTURAL EQUATION MODELS [J].

BOLLEN, KA ;

STINE, RA .

SOCIOLOGICAL METHODS & RESEARCH, 1992, 21 (02) :205-229

[8] OVERALL FIT IN COVARIANCE STRUCTURE MODELS - 2 TYPES OF SAMPLE-SIZE EFFECTS [J].

BOLLEN, KA .

PSYCHOLOGICAL BULLETIN, 1990, 107 (02) :256-259

[9] A NEW INCREMENTAL FIT INDEX FOR GENERAL STRUCTURAL EQUATION MODELS [J].

BOLLEN, KA .

SOCIOLOGICAL METHODS & RESEARCH, 1989, 17 (03) :303-316

[10] SAMPLE-SIZE AND BENTLER AND BONETTS NONNORMED FIT INDEX [J].

BOLLEN, KA .

PSYCHOMETRIKA, 1986, 51 (03) :375-377

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