The significance of socioeconomic factors on personal loan decision a study of consumer banking local private banks in Pakistan
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- Orazio P. Attanasio & Pinelopi Koujianou Goldberg & Ekaterini Kyriazidou, 2008.
"Credit Constraints In The Market For Consumer Durables: Evidence From Micro Data On Car Loans,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(2), pages 401-436, May.
- Orazio P. Attanasio & Pinelopi Koujianou Goldberg & Ekaterini Kyriazidou, 2008. "Credit Constraints In The Market For Consumer Durables: Evidence From Micro Data On Car Loans," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(2), pages 401-436, May.
- Orazio Attanasio & Pinelopi K. Goldberg & Ekaterini Kyriazidou, 2000. "Credit Constraints in the Market for Consumer Durables: Evidence from Micro Data on Car Loans," NBER Working Papers 7694, National Bureau of Economic Research, Inc.
- D. J. Hand & W. E. Henley, 1997. "Statistical Classification Methods in Consumer Credit Scoring: a Review," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 160(3), pages 523-541, September.
- Stefano Caselli & Stefano Gatti & Francesca Querci, 2008. "The Sensitivity of the Loss Given Default Rate to Systematic Risk: New Empirical Evidence on Bank Loans," Journal of Financial Services Research, Springer;Western Finance Association, vol. 34(1), pages 1-34, August.
- Jessica Holmes & Jonathan Isham & Ryan Petersen & Paul M. Sommers, 2007. "Does Relationship Lending Still Matter in the Consumer Banking Sector? Evidence from the Automobile Loan Market," Social Science Quarterly, Southwestern Social Science Association, vol. 88(2), pages 585-597, June.
- 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.
- Jacobson, Tor & Roszbach, Kasper, 1998. "Bank Lending Policy, Credit Scoring and Value at Risk," SSE/EFI Working Paper Series in Economics and Finance 260, Stockholm School of Economics.
- Jacobson, Tor & Roszbach, Kasper, 1998. "Bank Lending Policy, Credit Scoring and Value at Risk," Working Paper Series 68, Sveriges Riksbank (Central Bank of Sweden).
- Steenackers, A. & Goovaerts, M. J., 1989. "A credit scoring model for personal loans," Insurance: Mathematics and Economics, Elsevier, vol. 8(1), pages 31-34, March.
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Cited by:
- Rais Ahmad Itoo & A. Selvarasu & José António Filipe, 2015. "Loan Products and Credit Scoring by Commercial Banks (India)," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 5(1), pages 851-851.
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More about this item
Keywords
personal loan; socioeconomic; consumer banking; logistic regression model;All these keywords.
JEL classification:
- H8 - Public Economics - - Miscellaneous Issues
- L84 - Industrial Organization - - Industry Studies: Services - - - Personal, Professional, and Business Services
- K35 - Law and Economics - - Other Substantive Areas of Law - - - Personal Bankruptcy Law
- D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
- G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
- H24 - Public Economics - - Taxation, Subsidies, and Revenue - - - Personal Income and Other Nonbusiness Taxes and Subsidies
- D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
- I22 - Health, Education, and Welfare - - Education - - - Educational Finance; Financial Aid
- D71 - Microeconomics - - Analysis of Collective Decision-Making - - - Social Choice; Clubs; Committees; Associations
- D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
- G2 - Financial Economics - - Financial Institutions and Services
- A13 - General Economics and Teaching - - General Economics - - - Relation of Economics to Social Values
- H81 - Public Economics - - Miscellaneous Issues - - - Governmental Loans; Loan Guarantees; Credits; Grants; Bailouts
- G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
- K36 - Law and Economics - - Other Substantive Areas of Law - - - Family and Personal Law
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CWA-2012-11-11 (Central and Western Asia)
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