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Effect of Loan Value and Collateral on Value of Mortgage Default

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  • Rais Ahmad Itoo
  • Selvarasu Appasamy Mutharasu
  • José António Filipe

Abstract

This study explore the factors influencing mortgage loan default by using the data of mortgage default case from Jammu and Kashmir Bank. To achieve the study objectives sixteen variables are taken. The variables are categorized into three dimensions as borrower’s profile, loan value contents and collateral security. The tools used for analysis of data describing mortgage loan defaulter’s are chi-square, regression, ANOVA, and logistic regression through SPSS 18.0. The results indicate that the borrower’s gender, borrower’s age, borrower’s marital status, the borrower’s income, loan rate, loan type, loan amount, amount repaid, LTV, LTI, form of collateral security, Value of collateral security, purpose of loan and secondary finance on collateral security are significantly positively correlated with the defaulter’s outstanding loan amount. While as education qualification of borrower is significantly negatively correlated with defaulter’s outstanding loan amount. Logistic regression results indicate that income, secondary finance on collateral security and interest rate are mainly responsible for mortgage default.

Suggested Citation

  • Rais Ahmad Itoo & Selvarasu Appasamy Mutharasu & José António Filipe, 2013. "Effect of Loan Value and Collateral on Value of Mortgage Default," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 3(4), pages 635-635.
  • Handle: RePEc:ers:ijfirm:v:3:y:2013:i:4:p:635
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    1. Dennis R. Capozza & Dick Kazarian & Thomas A. Thomson, 1997. "Mortgage Default in Local Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 25(4), pages 631-655, December.
    2. Ingram, F. Jerry & Frazier, Emma L., 1982. "Alternative Multivariate Tests in Limited Dependent Variable Models: An Empirical Assessment," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 17(2), pages 227-240, June.
    3. Jacobson, Tor & Roszbach, Kasper, 2003. "Bank lending policy, credit scoring and value-at-risk," Journal of Banking & Finance, Elsevier, vol. 27(4), pages 615-633, April.
    4. Stansell, Stanley R & Millar, James A, 1976. "An Empirical Study of Mortgage Payment to Income Ratios in a Variable Rate Mortgage Program," Journal of Finance, American Finance Association, vol. 31(2), pages 415-425, May.
    5. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Moral and Social Constraints to Strategic Default on Mortgages," Economics Working Papers ECO2009/27, European University Institute.
    6. Lawrence, Edward C & Arshadi, Nasser, 1995. "A Multinomial Logit Analysis of Problem Loan Resolution Choices in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(1), pages 202-216, February.
    7. Kasper Roszbach, 2004. "Bank Lending Policy, Credit Scoring, and the Survival of Loans," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 946-958, November.
    8. Orla May & Merxe Tudela, 2005. "When is mortgage indebtedness a financial burden to British households? A dynamic probit approach," Bank of England working papers 277, Bank of England.
    9. Wayne R. Archer & Peter J. Elmer & David M. Harrison & David C. Ling, 2002. "Determinants of Multifamily Mortgage Default," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(3), pages 445-473.
    10. Bennett, Paul & Peach, Richard & Peristiani, Stavros, 2001. "Structural Change in the Mortgage Market and the Propensity to Refinance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(4), pages 955-975, November.
    11. Lawrence, Edward C. & Smith, L. Douglas & Rhoades, Malcolm, 1992. "An analysis of default risk in mobile home credit," Journal of Banking & Finance, Elsevier, vol. 16(2), pages 299-312, April.
    12. James B. Kau & Donald C. Keenan & Taewon Kim, 1993. "Transaction Costs, Suboptimal Termination and Default Probabilities," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 21(3), pages 247-263, September.
    13. Foote, Christopher L. & Gerardi, Kristopher & Willen, Paul S., 2008. "Negative equity and foreclosure: Theory and evidence," Journal of Urban Economics, Elsevier, vol. 64(2), pages 234-245, September.
    14. Kerry D. Vandell & Thomas Thibodeau, 1985. "Estimation of Mortgage Defaults Using Disaggregate Loan History Data," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 13(3), pages 292-316, September.
    15. Alex O. Williams & William Beranek & James Kenkel, 1974. "Default Risk in Urban Mortgages: A Pittsburgh Prototype Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 2(2), pages 101-112, June.
    16. Patrick Bajari & Chenghuan Sean Chu & Minjung Park, 2008. "An Empirical Model of Subprime Mortgage Default From 2000 to 2007," NBER Working Papers 14625, National Bureau of Economic Research, Inc.
    17. Terrence M. Clauretie, 1987. "The Impact of Interstate Foreclosure Cost Differences and the Value of Mortgages on Default Rates," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 15(3), pages 152-167, September.
    18. Luci Ellis, 2010. "The Housing Meltdown: Why Did It Happen in the United States?," International Real Estate Review, Global Social Science Institute, vol. 13(3), pages 351-394.
    19. George M. von Furstenberg & R. Jeffrey Green, 1974. "Estimation of Delinquency Risk for Home Mortgage Portfolios," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 2(1), pages 5-19, March.
    20. Vandell, Kerry D, 1978. "Default Risk under Alternative Mortgage Instruments," Journal of Finance, American Finance Association, vol. 33(5), pages 1279-1296, December.
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