Assumptions about unmeasured variables with studies of reciprocal relationships: the case of employee attitudes
Article Abstract:
Recent applications of latent variable modeling (LVM) of reciprocal relationships involving employee attitudes were examined with regard to assumptions made about unmeasured variables and correlations among residuals of structural equations. Data from two published studies from the job satisfaction and organizational commitment literature were reanalyzed with LVM. The consequence of specifying residual correlations were examined for models containing nonlagged and lagged reciprocal effects. The results of model comparison tests in both samples supported the importance of specifying correlations among the residuals, and many of the residual correlations estimated were statistically significant. Moreover, specifying residual correlations resulted in most of the significant parameter estimates representing reciprocal effects becoming nonsignificant, and changes in other parameter estimates also occured. Implications for model specification are discussed. (Reprinted by permission of the publisher.)
Publication Name: Journal of Applied Psychology
Subject: Social sciences
ISSN: 0021-9010
Year: 1992
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Management and nonmeasurement processes with negative affectivity and employee attitudes
Article Abstract:
The partial-correlation approach to investigating negative affectivity (NA) is discussed, and 2 alternative latent-variable techniques are presented. The results of these 3 analytic techniques were compared using a data set consisting of NA, job satisfaction, affective commitment, role stressors, leader-member exchange, and job complexity. The findings using the partial-correlation technique supported a biasing effect of NA on relationships between the substantive variables. Alternatively, although 2 latent-variable approaches provided evidence consistent with the measurement contamination and substantive influences of NA, relationships between the predictors and outcomes were not biased by NA. Both the measurement and substantive relationships effects of NA found in this study and implications for future research on self-reports are discussed. (Reprinted by permission of the publisher.)
Publication Name: Journal of Applied Psychology
Subject: Social sciences
ISSN: 0021-9010
Year: 1996
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Interpersonal, job, and individual factors related to helping processes at work
Article Abstract:
Nurses and support staff (N=465; mostly women) participated in a survey study examining the relationships among helping, help seeking, quality of work relationships, and job and individual factors. The results were consistent with a model that linked relationship quality and helping behavior and linked 1 person's help seeking and the other's helping. The results were also consistent with a model that linked relationship quality and an individual's judgments about the costs of seeking help. Finally, there was support for relationships between help seeking and job demands and task interdependence, suggesting indirect relationships with helping. (Reprinted by permission of the publisher.)
Publication Name: Journal of Applied Psychology
Subject: Social sciences
ISSN: 0021-9010
Year: 1996
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