TY - JOUR
T1 - Follower behavior renders leader behavior endogenous
T2 - The simultaneity problem, estimation challenges, and solutions
AU - Güntner, Amelie V.
AU - Klonek, Florian E.
AU - Lehmann-Willenbrock, Nale
AU - Kauffeld, Simone
PY - 2020/12
Y1 - 2020/12
N2 - Traditionally, leadership research has focused on unidirectional questions in which leader attributes are considered to determine follower outcomes. However, many phenomena between leaders (x) and followers (y) involve a simultaneous influence process in which x affects y, and y also affects x (i.e., simultaneity). Unfortunately, this simultaneity bias creates endogeneity and is often not properly addressed in the extant leadership literature. In three studies, we demonstrate the challenges of simultaneity bias and present two methodological solutions that can help to correct problems of simultaneity bias. We focus on simultaneity that occurs between follower resistance and leader control. We mathematically demonstrate the simultaneity bias using a simulated dataset and show how this bias can be statistically solved using an instrumental variable estimation approach. Furthermore, we present how the simultaneity bias can be resolved using an experimental design. We discuss how our approach advances theory and methods for leadership research.
AB - Traditionally, leadership research has focused on unidirectional questions in which leader attributes are considered to determine follower outcomes. However, many phenomena between leaders (x) and followers (y) involve a simultaneous influence process in which x affects y, and y also affects x (i.e., simultaneity). Unfortunately, this simultaneity bias creates endogeneity and is often not properly addressed in the extant leadership literature. In three studies, we demonstrate the challenges of simultaneity bias and present two methodological solutions that can help to correct problems of simultaneity bias. We focus on simultaneity that occurs between follower resistance and leader control. We mathematically demonstrate the simultaneity bias using a simulated dataset and show how this bias can be statistically solved using an instrumental variable estimation approach. Furthermore, we present how the simultaneity bias can be resolved using an experimental design. We discuss how our approach advances theory and methods for leadership research.
KW - Follower resistance
KW - Followership
KW - Instrumental variable estimation
KW - Leadership
KW - Simultaneity
UR - http://www.scopus.com/inward/record.url?scp=85088276057&partnerID=8YFLogxK
U2 - 10.1016/j.leaqua.2020.101441
DO - 10.1016/j.leaqua.2020.101441
M3 - Article
AN - SCOPUS:85088276057
VL - 31
JO - Leadership Quarterly
JF - Leadership Quarterly
SN - 1048-9843
IS - 6
M1 - 101441
ER -