Multidimensional Constructs M Structural Equation Analysis: An Illustration Using the Job Perception and Job Satisfaction Constructs

This article contrasts the composite view of the relationship between multidimensional constructs and their facets/dimensions with the factor view. The composite view assumes that facets are components of the composite constructs, while the factor view assumes that facets are manifestations of latent constructs. An empirical study is used to illustrate the fact that these two views will lead to different conclusions about the relationship of constructs in covariance structure analyses. It is suggested that researchers must examine the theoretical basis of their topic in order to determine whether the factor or composite view is more suitable for the multidimensional construct of interest.

[1]  Charles L. Hulin,et al.  An empirical comparison of item response theory and hierarchical factor analysis in applications to the measurement of job satisfaction. , 1982 .

[2]  J. Hackman,et al.  Development of the Job Diagnostic Survey , 1975 .

[3]  P. Bentler,et al.  Comparative fit indexes in structural models. , 1990, Psychological bulletin.

[4]  Charles L. Hulin,et al.  The measurement of satisfaction in work and retirement: A strategy for the study of attitudes. , 1969 .

[5]  A. Korman,et al.  PERSONNEL ATTITUDES AND MOTIVATION , 1977 .

[6]  J. Cook,et al.  New work attitude measures of trust, organizational commitment and personal need non‐fulfilment , 1980 .

[7]  S. Hunt,et al.  Organizational Commitment: One of Many Commitments or Key Mediating Construct? , 1994 .

[8]  Kenneth C. Land,et al.  On the Estimation of Path Coefficients for Unmeasured Variables from Correlations Among Observed Variables , 1970 .

[9]  R. Kahn,et al.  Organizational Stress: Studies in Role Conflict and Ambiguity. , 1965 .

[10]  J. Pfeffer,et al.  An examination of need-satisfaction models of job attitudes. , 1977 .

[11]  David A. Hofmann,et al.  Job Perception–Job Satisfaction Relations: An Empirical Comparison of Three Competing Theories , 1993 .

[12]  Edwin A. Locke,et al.  Effect of dysfunctional thought processes on subjective well-being and job satisfaction. , 1993 .

[13]  Vida Scarpello,et al.  The matching model: An examination of the processes underlying realistic job previews. , 1990 .

[14]  H. Harlow The Nature of Love , 1958 .

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

[16]  T. H. Holmes,et al.  The Social Readjustment Rating Scale. , 1967, Journal of psychosomatic research.

[17]  Richard M. Steers,et al.  Organizational, work, and personal factors in employee turnover and absenteeism. , 1973 .

[18]  L. J. Williams,et al.  Assumptions about unmeasured variables with studies of reciprocal relationships: The case of employee attitudes. , 1992 .

[19]  P. Hom,et al.  The Predictive Utility of the Vertical Dyad Linkage Approach , 1986 .

[20]  C. Adcock,et al.  Primary Mental Abilities. , 1971, The Journal of general psychology.

[21]  L. Tucker,et al.  A reliability coefficient for maximum likelihood factor analysis , 1973 .

[22]  George B. Graen,et al.  The Transformation of Professionals into Self-Managing and Partially Self-Designing Contributors: Toward a Theory of Leadership-Making , 1991 .

[23]  G. Freytag [CORRELATION AND CAUSALITY]. , 1964, Psychiatrie, Neurologie, und medizinische Psychologie.

[24]  J. Wilcox,et al.  Self-esteem, role stress, and job satisfaction among marketing managers , 1987 .

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

[26]  William H. Glick,et al.  The job characteristics approach to task design: A critical review. , 1981 .

[27]  D. Weiss,et al.  Manual for the Minnesota Satisfaction Questionnaire. , 1967 .

[28]  Lee P. Stepina,et al.  A comparative test of the independent effects of interpersonal, task, and reward domains on personal and organizational outcomes. , 1991 .

[29]  Mark W. Johnston,et al.  Analysis of role conflict and role ambiguity in a structural equations framework , 1990 .

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

[31]  G. Graen,et al.  Job resignation as a function of role orientation and leader acceptance: A longitudinal investigation of organizational assimilation , 1977 .

[32]  A. Goldberger,et al.  Causal Models in the Social Sciences. , 1972 .

[33]  C. Spearman,et al.  "THE ABILITIES OF MAN". , 1928, Science.

[34]  Allan P. Jones,et al.  Influences of supervisor liking of a subordinate and the reward context on the treatment and evaluation of that subordinate , 1990 .

[35]  Robert P. Vecchio,et al.  The vertical dyad linkage model of leadership: Problems and prospects , 1984 .

[36]  Gina J. Medsker,et al.  A Review of Current Practices for Evaluating Causal Models in Organizational Behavior and Human Resources Management Research , 1994 .

[37]  Gerald R. Ferris,et al.  Role of leadership in the employee withdrawal process: A constructive replication. , 1985 .

[38]  G. Graen,et al.  The effects of leader–member exchange and job design on productivity and satisfaction: Testing a dual attachment model. , 1982 .

[39]  George B. Graen,et al.  Role of leadership in the employee withdrawal process. , 1982 .

[40]  Neal Schmitt,et al.  A comparison of LISREL and two-stage least squares analysis of a hypothesized life–job satisfaction reciprocal relationship. , 1982 .

[41]  Frank Shipper,et al.  VOTER BEHAVIOR IN UNION CERTIFICATION ELECTIONS: A LONGITUDINAL STUDY , 1993 .

[42]  R. Sitgreaves Psychometric theory (2nd ed.). , 1979 .

[43]  Charles L. Hulin,et al.  Job Satisfaction as a Reflection of Disposition: A Multiple Source Causal Analysis , 1993 .

[44]  G. Graen,et al.  Moderating effects of initial leader–member exchange status on the effects of a leadership intervention. , 1984 .

[45]  Brayfield,et al.  an Index of Job Satisfaction. , 1954 .

[46]  Karl G. Jöreskog,et al.  Lisrel 8: Structural Equation Modeling With the Simplis Command Language , 1993 .

[47]  Richard,et al.  Motivation through the Design of Work: Test of a Theory. , 1976 .

[48]  Gerald R. Ferris,et al.  Influence tactics, affect, and exchange quality in supervisor-subordinate interactions: A laboratory experiment and field study. , 1990 .

[49]  J. Hackman,et al.  The Job Diagnostic Survey: An Instrument for the Diagnosis of Jobs and the Evaluation of Job Redesign Projects , 1974 .

[50]  C. Parsons,et al.  An empirical comparison of item response theory and hierarchical factor analysis in applications to the measurement of job satisfaction. , 1982 .

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

[52]  K. Bollen Multiple indicators: Internal consistency or no necessary relationship? , 1984 .

[53]  Toby D. Wall,et al.  The experience of work : a compendium and review of 249 measures and their use , 1983 .