Multilevel Methods

Author:

Bliese Paul D.1,Chan David2,Ployhart Robert E.3

Affiliation:

1. U.S. Army Medical Research Unit-Europe,

2. Singapore Management University,

3. University of South Carolina, Columbia,

Abstract

The study of multilevel phenomena in organizations involves a complex interplay between methods and statistics on one hand and theory development on the other. In this introduction, the authors provide a short summary of the five articles in this feature topic and use them as a platform to discuss the broad need for work in the two areas of (a) multilevel construct validation and measurement and (b) statistical advances in variance decomposition. Within these two broad frameworks, the authors specifically discuss, first, the need to continue moving beyond notions of isomorphism in developing and testing aggregate-level constructs. Second, they discuss the potential value of using discontinuous growth models to understand transitions in longitudinal studies. Finally, they discuss some of the issues surrounding the ability to decompose variance in multilevel modeling of dichotomous and other nonnormal outcome data.

Publisher

SAGE Publications

Subject

Management of Technology and Innovation,Strategy and Management,General Decision Sciences

Reference33 articles.

1. Bliese, P.D. (2000). Within-group agreement, non-independence, and reliability: Implications for data aggregation and analysis. In K. J. Klein & S. W. Kozlowski (Eds.), Multilevel theory, research, and methods in organizations: Foundations, extensions and new directions (pp. 349-381). San Francisco : Jossey-Bass.

2. Bliese, P.D. (2006). Social climates: Drivers of soldier well-being and resilience. In A. B. Adler, C. A. Castro, & T. W. Britt (Eds.), Military life: The psychology of serving in peace and combat: Vol. 2. Operational stress (pp. 213-234). Westport, CT: Praeger.

3. Group Consensus and Psychological Well-Being: A Large Field Study1

4. Being Both Too Liberal and Too Conservative: The Perils of Treating Grouped Data as though They Were Independent

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