TY - JOUR
T1 - Exploring the process of adaption of employee creativity
T2 - Based on Kauffman's NK model
AU - Zhang, Mengying
AU - Wang, John
PY - 2016/7/1
Y1 - 2016/7/1
N2 - NK model describes a system of N elements. The complexity of the system is modeled as the interdependency among its elements. Such interdependency is represented by parameter K, which denotes the number of elements that affect the function of a particular element. NK model can be used to simulate the adaptive behavior through the fitness landscape. The authors collected data from 217 employees in five organizations from different industries in China. They empirically examine the role of six factors, namely, proactive personality, creative process engagement, coworker support, supervisor support, freedom or autonomy and resource supply, in developing employee creativity. Based on empirical findings, the authors then use the NK model to simulate the process of adaption of employee creativity. Their simulation results show the different adaptive processes of employee creativity in the five organizations from different industries. The theoretical and practical implications of their study are discussed in the final part of this paper.
AB - NK model describes a system of N elements. The complexity of the system is modeled as the interdependency among its elements. Such interdependency is represented by parameter K, which denotes the number of elements that affect the function of a particular element. NK model can be used to simulate the adaptive behavior through the fitness landscape. The authors collected data from 217 employees in five organizations from different industries in China. They empirically examine the role of six factors, namely, proactive personality, creative process engagement, coworker support, supervisor support, freedom or autonomy and resource supply, in developing employee creativity. Based on empirical findings, the authors then use the NK model to simulate the process of adaption of employee creativity. Their simulation results show the different adaptive processes of employee creativity in the five organizations from different industries. The theoretical and practical implications of their study are discussed in the final part of this paper.
KW - Adaption
KW - Employee Creativity
KW - Employees
KW - NK Model
UR - http://www.scopus.com/inward/record.url?scp=84991573802&partnerID=8YFLogxK
U2 - 10.4018/IJEIS.2016070102
DO - 10.4018/IJEIS.2016070102
M3 - Article
AN - SCOPUS:84991573802
SN - 1548-1115
VL - 12
SP - 18
EP - 37
JO - International Journal of Enterprise Information Systems
JF - International Journal of Enterprise Information Systems
IS - 3
ER -