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Profiling Some of the Dire Household Debt Determinants: A Metric Multidimensional Scaling Approach

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  • Ntebogang Dinah Moroke

Abstract

The purpose of this paper was to use the metric Multidimensional scaling (MDS) to explore the ten dire household debt determinants in the context of South Africa. Macroeconomic data used was collected from the South African reserve bank and Statistics South African websites for the first quarters of 1990 to 2013. SPSS 22 was used to execute the analysis. A Standardized Residuals Sum of Squares (STRESS 1) measure calculated as 0.00077confirmed the best fit of the MDS model and the Tucker’s Coefficient of Congruence implied that 99.9% of variance in the model is accounted for by the two dimensions. This was also a confirmation that the ten selected determinants can better be represented in a two dimensional perpetual map. The findings revealed two profiles of household debts. Gross domestic product and house prices are associated with high levels of household debts. The remainder of the determinants is found to have low effects. MDS demonstrated its effectiveness in classifying household debt determinants according to their contribution. Also revealed is that an MDS is a useful tool to use in quantifying the ubiquitous, but slimy, notion of similarity.

Suggested Citation

  • Ntebogang Dinah Moroke, 2014. "Profiling Some of the Dire Household Debt Determinants: A Metric Multidimensional Scaling Approach," Journal of Economics and Behavioral Studies, AMH International, vol. 6(11), pages 858-867.
    • Handle: RePEc:rnd:arjebs:v:6:y:2014:i:11:p:858-867
    DOI: 10.22610/jebs.v6i11.545
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    1. Yoshio Takane & Forrest Young & Jan Leeuw, 1977. "Nonmetric individual differences multidimensional scaling: An alternating least squares method with optimal scaling features," Psychometrika, Springer;The Psychometric Society, vol. 42(1), pages 7-67, March.
    2. Meng, Xianming & Hoang, Nam T. & Siriwardana, Mahinda, 2013. "The determinants of Australian household debt: A macro level study," Journal of Asian Economics, Elsevier, vol. 29(C), pages 80-90.
    3. Modigliani, Franco, 1986. "Life Cycle, Individual Thrift, and the Wealth of Nations," American Economic Review, American Economic Association, vol. 76(3), pages 297-313, June.
    4. Ntebogang Dinah Moroke, 2014. "Household Debts-and Macroeconomic factors Nexus in the United States: A Cointegration and Vector Error Correction Approach," Journal of Economics and Behavioral Studies, AMH International, vol. 6(6), pages 452-465.
    5. Henry Kaiser, 1974. "An index of factorial simplicity," Psychometrika, Springer;The Psychometric Society, vol. 39(1), pages 31-36, March.
    6. J. Kruskal, 1964. "Nonmetric multidimensional scaling: A numerical method," Psychometrika, Springer;The Psychometric Society, vol. 29(2), pages 115-129, June.
    7. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, March.
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