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Centering Decisions in Hierarchical Linear Models: Implications for Research in Organizations

Journal of Management 1998 24(5), 623-641
Organizational researchers are increasingly interested in model ing the multilevel nature of organizational data. Although most organi zational researchers have chosen to investigate these models using traditional Ordinary Least Squares approaches, hierarchical linear models (i.e., random coefficient models) recently have been receiving increased attention. One of the key questions in using hierarchical linear models is how a researcher chooses to scale the Level-1 indepen dent variables (e.g., raw metric, grand mean centering, group mean centering), because it directly influences the interpretation of both the level-1 and level-2 parameters. Several scaling options are reviewed and discussed in light of four paradigms of multilevellcross-level research in organizational science: incremental (i.e., group variables add incremental prediction to individual level outcomes over and above individual level predictors), mediational (i.e., the influence of group level variables on individual outcomes are mediated by individual perceptions), moderational (i.e., the relationship between two individ ual level variables is moderated by a group level variable), and sepa rate (i.e., separate within group and between group models). The paper concludes with modeling recommendations for each of these paradigms and discusses the importance of matching the paradigm under which one is operating to the appropriate modeling strategy.

Relationships between Bases of Power and Work Reactions: The Mediational Role of Procedural Justice

Journal of Management 1998 24(4), 533-552
Though research has addressed relationships between social power bases and several work-related variables, processes that may underlie such relationships have generally not been examined. The present study considered relationships between bases of social power and subordinates’ affective work reactions, hypothesizing that procedural justice would mediate such relationships. Two samples, one drawn from two service-oriented companies and one collected from a hospital, were used to test a mediational model reflecting this hypothesis. Using theoretically grounded measures of social power and procedural justice, support was found for full mediation effects in connection with subordinates’ affective work reactions. Implications regarding the development of social power bases are discussed.

Context and Charisma: A "Meso" Level Examination of the Relationship of Organic Structure, Collectivism, and Crisis to Charismatic Leadership

Journal of Management 1998 24(5), 643-671
This research presents a "meso" level approach that models char ismatic leadership in organizations as a function of contextual factors (such as work unit structure, work group collectivism, and crisis), an issue that has rarely been explored in charismatic leadership research. Data were collected from 596 managers and subordinates embedded in 101 work units in a large, complex organization and were analyzed at the individual, group, and cross-levels of analysis. Results indicate that organic structure and collectivistic cultural orientation were positively associated with the emergence of charismatic leadership, whereas perceptions of crisis were negatively related to charismatic leadership. Further, subordinates' ratings of leader charisma were related to leader ratings of work unit performance. The implications of these results for research and practice are discussed.