TY - JOUR
T1 - Condition 9 and 10 Tests of Model Confirmation
T2 - A Review of James, Mulaik, and Brett (1982) and Contemporary Alternatives
AU - Williams, Larry J.
AU - O’Boyle, Ernest H.
AU - Yu, Jia
N1 - Publisher Copyright:
© The Author(s) 2017.
PY - 2020/1/1
Y1 - 2020/1/1
N2 - Structural equation modeling (SEM) serves as one of the most important advances in the social sciences in the past 40 years. Through a combination of factor analysis and path analysis, SEM allows organizational researchers to test causal models while accounting for random and nonrandom (bias) measurement error. SEM is now one of the most commonly used analytic techniques and its modern day ubiquity can be traced in large part to a series of intellectual contributions by Larry James. The current article focuses on the seminal work, James, Mulaik, and Brett (1982), and the unique contribution of the “conditions” required for appropriate confirmatory inference with the path and latent variable models. We discuss the importance of James et al.’s Condition 9 and 10 tests, systematically review 14 years of studies using SEM in leading management journals and reanalyze results based on new techniques that extend James et al. (1982), and conclude with suggestions for improved Condition 9 and 10 assessments.
AB - Structural equation modeling (SEM) serves as one of the most important advances in the social sciences in the past 40 years. Through a combination of factor analysis and path analysis, SEM allows organizational researchers to test causal models while accounting for random and nonrandom (bias) measurement error. SEM is now one of the most commonly used analytic techniques and its modern day ubiquity can be traced in large part to a series of intellectual contributions by Larry James. The current article focuses on the seminal work, James, Mulaik, and Brett (1982), and the unique contribution of the “conditions” required for appropriate confirmatory inference with the path and latent variable models. We discuss the importance of James et al.’s Condition 9 and 10 tests, systematically review 14 years of studies using SEM in leading management journals and reanalyze results based on new techniques that extend James et al. (1982), and conclude with suggestions for improved Condition 9 and 10 assessments.
KW - factor analysis
KW - measurement models
KW - quantitative research
KW - structural equation modeling
UR - http://www.scopus.com/inward/record.url?scp=85077142895&partnerID=8YFLogxK
U2 - 10.1177/1094428117736137
DO - 10.1177/1094428117736137
M3 - Article
AN - SCOPUS:85077142895
SN - 1094-4281
VL - 23
SP - 6
EP - 29
JO - Organizational Research Methods
JF - Organizational Research Methods
IS - 1
ER -