2003
DOI: 10.1108/02652320310488420
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Clients’ characteristics and marketing of products: some evidence from a financial institution

Abstract: Within the framework of database marketing, that is, data mining applied to large databases for marketing purposes, we analyze the database of clients of a financial institution, trying to extract from it indications which could help to establish its marketing policies in an efficient way. The application of multiple correspondence and cluster analysis leads to a classification of clients based on a few easily identifiable variables. As suggested by other authors in marketing research, the clients' position in… Show more

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Cited by 5 publications
(8 citation statements)
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“…Institutional efficiency and the lender-borrower relationship From the financial institutional perspective, our focus is on the relationships between the customer and the bank (traditional product marketing), and between the employee and the bank (human resource) (Fernandez-Aguirre et al, 2003;Howcroft et al, 2007). On the bank-customer side, Harrison (1994), for example, conducted a qualitative study on psychographic segmentation that uses variables such as the individuals' own perceived knowledge and understanding of financial services, the perceived confidence and ability in dealing with financial matters and the expressed level of interest (involvement) in financial services.…”
mentioning
confidence: 99%
“…Institutional efficiency and the lender-borrower relationship From the financial institutional perspective, our focus is on the relationships between the customer and the bank (traditional product marketing), and between the employee and the bank (human resource) (Fernandez-Aguirre et al, 2003;Howcroft et al, 2007). On the bank-customer side, Harrison (1994), for example, conducted a qualitative study on psychographic segmentation that uses variables such as the individuals' own perceived knowledge and understanding of financial services, the perceived confidence and ability in dealing with financial matters and the expressed level of interest (involvement) in financial services.…”
mentioning
confidence: 99%
“…[9,10,17]). A principal axis method is used as a pre-processing step, and clustering considers a number of the first principal coordinate vectors accounting for a significant percentage of the initial variability.…”
Section: Symmetrical Methods: Exploratory Multivariate Techniquesmentioning
confidence: 97%
“…This study is first of its kind to develop a scale of value dimensions exclusively pertaining to the Indian retail bank setting. Previous studies on consumer behavior in the retail bank context have focused on importance of customer age in determining financial behavior with the bank (Fernandez-Aguirre et al, 2003). This research is the first of its kind to focus on relationship age with the bank instead of customer's physical age to determine customer behavior with the bank.…”
Section: Research Objectivesmentioning
confidence: 99%
“…To be more specific, to engender greater customer intimacy, managers should track customer behavior through analyzing previous transactions, special requests made, suggestions given, etc. and refashion the service offering in a manner that personalizes the service experience (Fernandez-Aguirre et al, 2003;Treacy and Wiersema, 1993) for mature customers. Personalization of services can be achieved by bestowing privileged status, providing special services and proposing tailor made offerings to suit their unique needs.…”
Section: Managerial Implicationsmentioning
confidence: 99%