A cautionary note on the detection of method variance in multitrait-multimethod data

Method variance in multitrait-multimethod (MTMM) data is often assessed by comparing the monomethod-heterotrait correlations to the heteromethod-hereotrait correlations in the MTMM matrix. Alternatively, method variance can be assessed within a confirmatory factor analysis of the MTMM data. Is is shown that these two approaches are dissimilar theoretically and may give inconsistent assessments of method variance in practice

[1]  P. Suppes,et al.  Contemporary Developments in Mathematical Psychology , 1976 .

[2]  R. Cudeck Msultiplicative Models and MTMM Matrices , 1988 .

[3]  Paul E. Spector Method variance as an artifact in self-reported affect and perceptions at work: Myth or significant problem? , 1987 .

[4]  David Rindskopf,et al.  Structural Equation Models , 1984 .

[5]  Herbert W. Marsh,et al.  Confirmatory Factor Analysis of Multitrait Multimethod Matrices. , 1983 .

[6]  D. Campbell,et al.  Convergent and discriminant validation by the multitrait-multimethod matrix. , 1959, Psychological bulletin.

[7]  M. Browne,et al.  The direct product model for the mtmm matrix parameterized as a second order factor analysis model , 1990 .

[8]  Karl G. Jöreskog,et al.  Analyzing psychological data by structural analysis of covariance matrices , 1974 .

[9]  D. A. Kenny,et al.  Correlation and causality , 1979 .

[10]  Michael J. Kavanagh,et al.  Issues in managerial performance: Multitrait-multimethod analyses of ratings. , 1971 .

[11]  K. Widaman Hierarchically Nested Covariance Structure Models for Multitrait-Multimethod Data , 1985 .

[12]  D T Campbell,et al.  Methods Factors In Multitrait-Multimethod Matrices : Multiplicative Rather Than Additive? , 1967, Multivariate behavioral research.

[13]  H. Marsh,et al.  A new, more powerful approach to multitrait-multimethod analyses: Application of second-order confirmatory factor analysis. , 1988 .

[14]  Neal Schmitt,et al.  Methodology Review: Analysis of Multitrait-Multimethod Matrices , 1986 .

[15]  M. Browne,et al.  The decomposition of multitrait-multimethod matrices. , 1984, The British journal of mathematical and statistical psychology.

[16]  Joseph A. Cote,et al.  Lack of method variance in self-reported affect and perceptions at work: Reality or artifact? , 1989 .

[17]  Julian C. Stanley,et al.  Analysis of unreplicated three-way classifications, with applications to rater bias and trait independence , 1961 .