A Multilevel Model of the Effects of Equal Opportunity Climate
on Job Satisfaction in the Military
Benjamin M. Walsh
University of Connecticut
Russell A. Matthews
Louisiana State University
Michael D. Tuller
University of Connecticut
Kizzy M. Parks
K. Parks Consulting, Inc., Melbourne, FL
Daniel P. McDonald
Defense Equal Opportunity Management Institute, Patrick Air Force Base, FL
To date, minimal work has explored associations between equal opportunity (EO) climate and
employee work attitudes, and no known research has investigated the effects of EO climate
beyond the individual level. We address these gaps in the literature by testing a multilevel
structural equation model in which effects of EO climate are considered at both the individual and
unit levels. At the individual level, we predicted that psychological EO climate would be directly
associated with job stress and job satisfaction, as well as indirectly related to job satisfaction via
stress. In addition, cross-level associations between unit EO climate and job stress and job
satisfaction were hypothesized to be mediated by cohesion. Findings supported the proposed
model; hypothesized relations were supported at both levels of analysis. We conclude with a
discussion of the findings, study limitations, and directions for future EO climate research.
Keywords: equal opportunity climate, cohesion, job satisfaction, job stress, multilevel structural
equation modeling
With women and racial/ethnic minorities accounting
for a large portion of the United States military popu-
lation, the military has committed itself to continuing to
provide equal opportunity (EO) for all personnel to
create a force that is representative of the people it
serves (Edwards, 2001). Over the past two decades, the
assessment of perceptions of discriminatory employ-
ment practices in the military has become a frequent
practice (e.g., Dansby & Landis, 1991; Newell, Rosen-
feld, & Culbertson, 1995; McIntyre, Bartle, Landis, &
Dansby, 2002; Rosenfeld, Newell, & Le, 1998) with
researchers focusing primarily on perceptions of equal
opportunity climate (EO climate; Dansby & Landis,
1991). However, little empirical research has investi-
gated the process through which EO climate affects
employees’ work attitudes, and to our knowledge no
research has studied EO climate as a unit level construct
reflecting the shared climate perceptions of unit mem-
bers.
In the present study, we address these gaps in the
literature by examining EO climate at both the individ-
ual and unit levels of analysis. At the individual level,
we study EO climate as a predictor of job stress and job
satisfaction. At the unit level, EO climate is modeled as
a direct predictor of unit cohesion, a variable which has
beneficial effects on individual satisfaction, perfor-
mance, and mission effectiveness (Oliver, Harman,
Hoover, Hayes, & Pandhi, 1999). Unit EO climate is
also hypothesized to have significant cross-level indi-
rect effects on individuals’ job stress and job satisfac-
tion. In the following sections, we describe in greater
detail the construct of EO climate, ground EO climate
within the general climate literature, and briefly sum-
Benjamin M. Walsh and Michael D. Tuller, Department
of Psychology, University of Connecticut; Russell A. Mat-
thews, Department of Psychology, Louisiana State Univer-
sity; Kizzy M. Parks, K. Parks Consulting, Inc., Melbourne,
FL; and Daniel P. McDonald, Defense Equal Opportunity
Management Institute, Patrick Air Force Base, FL.
The work of Benjamin M. Walsh and Michael D. Tuller
was supported in part by Grant No. 5 T01 OH008610-04
from CDC-NIOSH. The views expressed in this paper do
not necessarily reflect those of NIOSH, the United States
Department of Defense, the Defense Equal Opportunity
Management Institute, or any other federal agencies. An
earlier version of this research was presented at the 24th
annual meeting of the Society for Industrial and Organiza-
tional Psychology in New Orleans, LA.
Correspondence concerning this article should be ad-
dressed to Benjamin M. Walsh, Department of Psychology,
University of Connecticut, 406 Babbidge Road, Unit 1020,
Storrs, CT 06269. E-mail: benjamin.walsh@uconn.edu
Journal of Occupational Health Psychology
2010, Vol. 15, No. 2, 191–207
© 2010 American Psychological Association
1076-8998/10/$12.00 DOI: 10.1037/a0018756
191
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