Title :
Customer equity promotion strategies for commercial banks based on four-dimensional drivers
Author :
Jing-bo, Shao ; Xiao-jing, Wu ; Gui, Tang
Author_Institution :
Sch. of Manage., Harbin Inst. of Technol., Harbin, China
Abstract :
Using the customer equity measurement model with four-dimensional drivers, the authors establish an index system for the customer equity of commercial banks. Then the data are collected through a sample survey based on the index system. After the principal component analysis and logistic regression are carried out on the data, the weights of all sub-drivers of the customer equity of commercial banks are achieved, as well as explained. Incorporated with the previous qualitative analysis of the customer equity drivers for commercial banks, relevant strategies to promote the customer equity of commercial banks are proposed separately on value driver, brand driver, relationship driver and perception driver. The result also provides theoretical basis for customer equity management and operation for the commercial banks in China.
Keywords :
banking; principal component analysis; regression analysis; PCA; brand driver; commercial banks; customer equity management; customer equity measurement model; customer equity promotion strategies; four-dimensional drivers; index system; logistic regression; perception driver; principal component analysis; qualitative analysis; relationship driver; value driver; Analytical models; Biological system modeling; Driver circuits; Indexes; Industries; Logistics; commercial banks; customer equity; drivers; logistic regression; principal component analysis;
Conference_Titel :
Management Science and Engineering (ICMSE), 2010 International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4244-8116-3
DOI :
10.1109/ICMSE.2010.5719852