TY - JOUR
T1 - A fuzzy approach to value and culture assessment and an application
AU - Soyer, Ayberk
AU - Kabak, Özgür
AU - Asan, Umut
PY - 2007/2
Y1 - 2007/2
N2 - This paper presents a fuzzy approach to the identification of organizational values and culture. The proposed approach has been developed from crisp assessment methods in the literature and has been applied to the Industrial Engineering Department (IED) at a state university in Turkey. Highly subjective judgments and ambiguity regarding the presence of values and the culture type of the organization resulting from these values suggest the necessity of using a fuzzy approach. Where the uncertainty arises from the inability to perform adequate measurements, fuzzy sets provide a mathematical method of representing such uncertainties. Applying the fuzzy approach, organizational values which are common, and should be common in the IED, are identified and these values are organized into four generic culture types - adhocracy culture, market culture, clan culture and hierarchy culture - stating in which culture type the IED belongs. Finally the uncertainties of the culture sets are quantified by the measure of fuzzy entropy.
AB - This paper presents a fuzzy approach to the identification of organizational values and culture. The proposed approach has been developed from crisp assessment methods in the literature and has been applied to the Industrial Engineering Department (IED) at a state university in Turkey. Highly subjective judgments and ambiguity regarding the presence of values and the culture type of the organization resulting from these values suggest the necessity of using a fuzzy approach. Where the uncertainty arises from the inability to perform adequate measurements, fuzzy sets provide a mathematical method of representing such uncertainties. Applying the fuzzy approach, organizational values which are common, and should be common in the IED, are identified and these values are organized into four generic culture types - adhocracy culture, market culture, clan culture and hierarchy culture - stating in which culture type the IED belongs. Finally the uncertainties of the culture sets are quantified by the measure of fuzzy entropy.
KW - Fuzzy entropy
KW - Fuzzy sets
KW - Organizational culture
KW - Organizational values
UR - http://www.scopus.com/inward/record.url?scp=33751190306&partnerID=8YFLogxK
U2 - 10.1016/j.ijar.2006.07.008
DO - 10.1016/j.ijar.2006.07.008
M3 - Article
AN - SCOPUS:33751190306
SN - 0888-613X
VL - 44
SP - 182
EP - 196
JO - International Journal of Approximate Reasoning
JF - International Journal of Approximate Reasoning
IS - 2
ER -