Structural Equation Modeling in Practice: Testing a Theory for Research Use

ABSTRACT Structural Equation Modeling (SEM) is gaining attention in social work as an analytical method for studying social policy and testing theories for practice. This paper demonstrates a special SEM application to test a theory for research use in the human services. Data from 294 decision-makers in human service organizational units of federal, state, and local governments are used to show the appropriateness of using composites instead of multiple indicators in a SEM model with latent variables. The step-by-step description of a two-stage modeling process is presented. Using a model generation analysis strategy, the results show that a nonrecursive model positing a reciprocal relationship between research use and diffusion could not be confirmed. Instead, a recursive model is uncovered with research use leading to research diffusion. In addition, perceived quality of research, positive interaction between researchers and decision-makers, and transfer intensity of disseminating research results thro...

[1]  THE USE OF SOCIAL RESEARCH TO IMPROVE SOCIAL PRACTICE. , 1965, The American journal of orthopsychiatry.

[2]  E. Glaser,et al.  Utilization of applicable research and demonstration results. , 1965 .

[3]  R. Kirk Experimental Design: Procedures for the Behavioral Sciences , 1970 .

[4]  R. Havelock Planning for innovation through dissemi-nation and utilization of knowledge , 1969 .

[5]  David E. Wiley,et al.  The Estimation of Measurement Error in Panel Data , 1970 .

[6]  K. Mardia Measures of multivariate skewness and kurtosis with applications , 1970 .

[7]  G. Fairweather Creating Change in Mental Health Organizations , 1974 .

[8]  K. Jöreskog,et al.  Intraclass Reliability Estimates: Testing Structural Assumptions , 1974 .

[9]  Academic and Entrepreneurial Research: The Consequences of Diversity in Federal Evaluation Studies. , 1975 .

[10]  Peter Clark,et al.  Organizational Design , 1975 .

[11]  Michael Quinn Patton,et al.  In Search of Impact: An Analysis of the Utilization of Federal Health Evaluation Research. , 1975 .

[12]  O. D. Duncan,et al.  Introduction to Structural Equation Models. , 1977 .

[13]  William N. Dunn,et al.  Planned Organizational Change: Toward Grounded Theory , 1977 .

[14]  C. Weiss The many meanings of research utilization. , 1979 .

[15]  Knowlton W. Johnson Stimulating Evaluation Use by Integrating Academia and Practice , 1980 .

[16]  C. Weiss,et al.  TRUTH TESTS AND UTILITY TESTS: DECISION-MAKERS' FRAMES OF REFERENCE FOR SOCIAL SCIENCE RESEARCH* , 1980 .

[17]  P. Bentler,et al.  Significance Tests and Goodness of Fit in the Analysis of Covariance Structures , 1980 .

[18]  Kenneth A. Bollen,et al.  Issues in the Comparative Measurement of Political Democracy , 1980 .

[19]  Thomas D. Cook,et al.  The Misutilization of Evaluation Research , 1980 .

[20]  William N. Dunn,et al.  The Two-Communities Metaphor and Models of Knowledge Use , 1980 .

[21]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[22]  J. M. Beyer,et al.  The Utilization Process: A Conceptual Framework and Synthesis of Empirical Findings. , 1982 .

[23]  M. Browne,et al.  Cross-Validation Of Covariance Structures. , 1983, Multivariate behavioral research.

[24]  Knowlton W. Johnson,et al.  A Change Strategy for Linking the Worlds of Academia and Practice , 1983 .

[25]  Martin Rein,et al.  Policy Research: Belief and Doubt , 1983 .

[26]  Kathalee N. Garrison,et al.  Putting Knowledge to Use. , 1984 .

[27]  B. Muthén A general structural equation model with dichotomous, ordered categorical, and continuous latent variable indicators , 1984 .

[28]  M. Browne Asymptotically distribution-free methods for the analysis of covariance structures. , 1984, The British journal of mathematical and statistical psychology.

[29]  Hubert M. Blalock,et al.  Causal models in panel and experimental designs , 1985 .

[30]  B. Muthén,et al.  A comparison of some methodologies for the factor analysis of non‐normal Likert variables , 1985 .

[31]  Research Influence in Decision Making to Control and Prevent Violence , 1985 .

[32]  Karolynn Siegel,et al.  The Utilization of Evaluation Research , 1985 .

[33]  J. F. Gaski Interrelations among a Channel Entity's Power Sources: Impact of the Exercise of Reward and Coercion on Expert, Referent, and Legitimate Power Sources , 1986 .

[34]  I. Stelzl Changing a Causal Hypothesis without Changing the Fit: some Rules for Generating Equivalent Path Models. , 1986, Multivariate behavioral research.

[35]  R. Howell Covariance Structure Modeling and Measurement Issues: A Note on “Interrelations among a Channel Entity's Power Sources” , 1987 .

[36]  Sharon M. Hall,et al.  Dissemination of a Job Seekers' Workshop to drug treatment programs * , 1988 .

[37]  Kenneth A. Bollen,et al.  Structural Equations with Latent Variables , 1989 .

[38]  M. Browne,et al.  Single Sample Cross-Validation Indices for Covariance Structures. , 1989, Multivariate behavioral research.

[39]  T. Micceri The unicorn, the normal curve, and other improbable creatures. , 1989 .

[40]  Peter M. Bentler,et al.  EQS : structural equations program manual , 1989 .

[41]  S. Breckler Applications of covariance structure modeling in psychology: cause for concern? , 1990, Psychological bulletin.

[42]  Albert Satorra,et al.  Model Conditions for Asymptotic Robustness in the Analysis of Linear Relations , 1990 .

[43]  Knowlton W. Johnson Impact of a university-government partnership in criminal justice: A linkage model for the 1990s , 1990 .

[44]  John F. Longres Human Behavior in the Social Environment , 1990 .

[45]  J. H. Steiger Structural Model Evaluation and Modification: An Interval Estimation Approach. , 1990, Multivariate behavioral research.

[46]  Karl G. Jöreskog,et al.  New developments in LISREL: analysis of ordinal variables using polychoric correlations and weighted least squares , 1990 .

[47]  S. Hershberger,et al.  A Simple Rule for Generating Equivalent Models in Covariance Structure Modeling. , 1990, Multivariate behavioral research.

[48]  J. Liang,et al.  Appropriateness of composites in structural equation models. , 1990, Journal of gerontology.

[49]  J. Orme,et al.  Examining the Construct Validity of Three Parenting Knowledge Measures Using LISREL , 1990, Social Service Review.

[50]  R. Lennox,et al.  Conventional wisdom on measurement: A structural equation perspective. , 1991 .

[51]  M. Browne,et al.  Alternative Ways of Assessing Model Fit , 1992 .

[52]  R. MacCallum,et al.  Model modifications in covariance structure analysis: the problem of capitalization on chance. , 1992, Psychological bulletin.

[53]  Y Kano,et al.  Can test statistics in covariance structure analysis be trusted? , 1992, Psychological bulletin.

[54]  B. Muthén,et al.  A comparison of some methodologies for the factor analysis of non‐normal Likert variables: A note on the size of the model , 1992 .

[55]  Duane T. Wegener,et al.  The problem of equivalent models in applications of covariance structure analysis. , 1993, Psychological bulletin.

[56]  J. Orme,et al.  A Preliminary Examination of the Knowledge of Normative Infant Development (KNID) Inventory Using Structural Equation Modeling , 1993 .

[57]  R. MacCallum,et al.  The use of causal indicators in covariance structure models: some practical issues. , 1993, Psychological bulletin.

[58]  T. Tran Subjective Health and Subjective Well-Being Among Minority Elderly , 1993 .

[59]  J. S. Long,et al.  Testing Structural Equation Models , 1993 .

[60]  Toward the Development of Quantitative Methods in Social Work Research , 1993 .

[61]  Karl G. Jöreskog,et al.  On the estimation of polychoric correlations and their asymptotic covariance matrix , 1994 .

[62]  A. Panter,et al.  Writing about structural equation models. , 1995 .

[63]  D. Rubio,et al.  Structural Equation Modeling: An Innovation for Doctoral Social Work Curricula. , 1995 .

[64]  Stephen G. West,et al.  Structural equation models with non-normal variables: Problems and remedies , 1995 .