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Consumer behaviour in the credit card market: a banking case study
Author(s) -
Pulina Manuela
Publication year - 2011
Publication title -
international journal of consumer studies
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.775
H-Index - 71
eISSN - 1470-6431
pISSN - 1470-6423
DOI - 10.1111/j.1470-6431.2010.00939.x
Subject(s) - multinomial logistic regression , credit card , payment , payment card , credit card interest , atm card , portfolio , business , variable (mathematics) , marketing , economics , actuarial science , finance , computer science , mathematical analysis , mathematics , machine learning
This paper analysed the demographic, socio‐economic and banking‐specific determinants that influence the choice of credit cards. A multinomial logit model was run on a recent portfolio of banking customers based in Italy. The model incorporates the type of credit cards as the dependent variable and a set of explanatory variables. The empirical results provided useful insight into the structural characteristics of the card payment system and offered a microeconomics perspective to analyse consumers' behaviour and preferences. Overall, women, older people, residents in the centre of Italy and secondary card owners are more likely to acquire a classic card. Gold cards are preferred by older customers, whereas younger clients have a higher probability to choose a revolving card, which is also preferred by the residents in the North‐east. The analysis on the continuous variables highlighted that Italy can be regarded as a ‘conservative’ market with room for credit card upgrading and expansion into more sophisticated products.