Ma. Griffin, INTERACTION BETWEEN INDIVIDUALS AND SITUATIONS - USING HLM PROCEDURESTO ESTIMATE RECIPROCAL RELATIONSHIPS, Journal of management, 23(6), 1997, pp. 759-773
This paper proposes Hierarchical Linear Models as a procedure for inve
stigating reciprocal interaction between individuals and their group c
ontext. This interaction is an important component of many theories of
organizational behavior. A study of task-performing laboratory groups
examined the relationship between individual affect and group cohesio
n over seven measurement occasions. A series of three HLM analyses was
used to estimate the relationship between group cohesion and individu
al affect over time. The first analysis estimated a cross-level model
of the impact of group cohesion of levels of individual affect in grou
ps. The second analysis used the residual from the cross-level analysi
s as a predictor of subsequent levels of group cohesion for each of th
e seven time periods. The third analysis used HLM procedures to pool t
he results of the previous analyses over the seven measurement periods
. Results of the HLM procedure provide a method for linking within-gro
up measures to subsequent group level outcomes.