Cluster analysis for bank customers' selection of Islamic mortgages in Eastern Malaysia
Purpose - The purpose of this paper is to explore the reasons behind customers' selection of Islamic mortgage in Sabah, Malaysia and present factor and cluster analyses to identify the importance of choice criteria for Islamic mortgage selection. The choice criteria among Design/methodology/approach - A total of 250 bank customers responded to a survey addressing the choice criteria for Islamic mortgage providers. It is important to address the criteria in order to make sure the service providers are able to come up with attractive package of Islamic home financing to their prospective customers. Of these, only 211 questionnaires are usable, which gives us a response rate of 84.4 percent. No extra efforts are conducted in order to increase the number of respondents. Non-probability, convenience sampling is implemented. This paper uses a quantitative study similar to what employed by Lymperopoulos Findings - A cluster analysis indicates that bank customers can be divided into three clusters. Members of cluster 1 reported a tendency to select mortgage bank on the basis of “service provisions” while the members of cluster 2 reported a tendency to select mortgage bank on the basis of “elements of Research limitations/implications - The paper has addressed three limitations that provide opportunities for other researchers to explore them in depth in the future in the similar field of Islamic home financing. The limitations are presented in the conclusion's part. Practical implications - With regard to implications, this paper offers inputs for management decision among Islamic mortgage providers (i.e. Islamic banking institutions such as full-fledged Islamic banks, conventional banks with Islamic windows and conventional banks with Islamic subsidiaries). In addition, this paper adds to the literature in the area of home loans/financing. Originality/value - This paper offers the choice criteria for Islamic mortgage providers provides useful information on the Islamic mortgage providers' selection among
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Volume (Year): 2 (2009)
Issue (Month): 3 (August)
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References listed on IDEAS
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- Asyraf Wajdi Dusuki, 2008. "Understanding the objectives of Islamic banking: a survey of stakeholders' perspectives," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing, vol. 1(2), pages 132-148, June.
- Robert T Green & Phillip D White, 1976. "Methodological Considerations in Cross-National Consumer Research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 7(2), pages 81-88, June.
- Olson, Dennis & Zoubi, Taisier A., 2008. "Using accounting ratios to distinguish between Islamic and conventional banks in the GCC region," The International Journal of Accounting, Elsevier, vol. 43(1), pages 45-65, March.
- Bassam Maali & Peter Casson & Christopher Napier, 2006. "Social reporting by islamic banks," Abacus, Accounting Foundation, University of Sydney, vol. 42(2), pages 266-289.
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