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Estimating Determinants of Borrowing: Evidence from Greece

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  • E. Pastrapa
  • C. Apostolopoulos

Abstract

The purpose of this study was twofold: to examine the determinants affecting borrowing by urban households in north-eastern Greece, and to examine the amount of money borrowed by those households. The study used cross-sectional data from 2009. The empirical analysis employed was based on the estimation of a two-stage Heckman model and the quantile regression model. Results indicated that young married and employees get more loans than others. Furthermore, the probability of getting a loan was higher for homeowners and credit card holders. In contrast, savings negatively affected the probability of getting a loan. It was also found that amount of loan was influenced mainly by income, homeownership and the proportion of household members working. Households that saved money held small loan amounts. Age affected the high loan amount, but the effect of homeownership was higher in the low loan amount. Copyright Springer Science+Business Media New York 2015

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  • E. Pastrapa & C. Apostolopoulos, 2015. "Estimating Determinants of Borrowing: Evidence from Greece," Journal of Family and Economic Issues, Springer, vol. 36(2), pages 210-223, June.
  • Handle: RePEc:kap:jfamec:v:36:y:2015:i:2:p:210-223
    DOI: 10.1007/s10834-014-9393-4
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    as
    1. Bao Duong, Pham & Izumida, Yoichi, 2002. "Rural Development Finance in Vietnam: A Microeconometric Analysis of Household Surveys," World Development, Elsevier, vol. 30(2), pages 319-335, February.
    2. Brown, Sarah & Taylor, Karl & Wheatley Price, Stephen, 2005. "Debt and distress: Evaluating the psychological cost of credit," Journal of Economic Psychology, Elsevier, vol. 26(5), pages 642-663, October.
    3. Giuseppe Bertola & Stefan Hochguertel, 2007. "Household Debt and Credit: Economic Issues and Data Problems," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 36(2), pages 115-146, July.
    4. 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.
    5. DeJuan, Joseph P. & Seater, John J., 2007. "Testing the cross-section implications of Friedman's permanent income hypothesis," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 820-849, April.
    6. John Y. Campbell, 2006. "Household Finance," Journal of Finance, American Finance Association, vol. 61(4), pages 1553-1604, August.
    7. Louzis, Dimitrios P. & Vouldis, Angelos T. & Metaxas, Vasilios L., 2012. "Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1012-1027.
    8. Hyrum Smith & Michael Finke & Sandra Huston, 2012. "Financial Sophistication and Housing Leverage Among Older Households," Journal of Family and Economic Issues, Springer, vol. 33(3), pages 315-327, September.
    9. Fabbri, Daniela & Padula, Mario, 2004. "Does poor legal enforcement make households credit-constrained?," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2369-2397, October.
    10. Giuseppe Bertola & Richard Disney & Charles Grant (ed.), 2006. "The Economics of Consumer Credit," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262026015, December.
    11. Jappelli, Tullio & Pistaferri, Luigi, 2007. "Do people respond to tax incentives? An analysis of the Italian reform of the deductibility of home mortgage interests," European Economic Review, Elsevier, vol. 51(2), pages 247-271, February.
    12. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    13. J. Manrique & K. Ojah, 2004. "Credits and non-interest rate determinants of loan demand: a Spanish case study," Applied Economics, Taylor & Francis Journals, vol. 36(8), pages 781-791.
    14. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    15. Brent W. Ambrose & Michael LaCour‐Little & Anthony B. Sanders, 2004. "The Effect of Conforming Loan Status on Mortgage Yield Spreads: A Loan Level Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(4), pages 541-569, December.
    16. Judy Postmus & Sara-Beth Plummer & Sarah McMahon & Karen Zurlo, 2013. "Financial Literacy: Building Economic Empowerment with Survivors of Violence," Journal of Family and Economic Issues, Springer, vol. 34(3), pages 275-284, September.
    17. Luca Casolaro & Leonardo Gambacorta & Luigi Guiso, 2005. "Regulation, formal and informal enforcement and the development of the household loan market. Lessons from Italy," Temi di discussione (Economic working papers) 560, Bank of Italy, Economic Research and International Relations Area.
    18. Fafchamps, Marcel & Lund, Susan, 2003. "Risk-sharing networks in rural Philippines," Journal of Development Economics, Elsevier, vol. 71(2), pages 261-287, August.
    19. Livingstone, Sonia M. & Lunt, Peter K., 1992. "Predicting personal debt and debt repayment: Psychological, social and economic determinants," Journal of Economic Psychology, Elsevier, vol. 13(1), pages 111-134, March.
    20. Ranjula Bali Swain, 2007. "The demand and supply of credit for households," Applied Economics, Taylor & Francis Journals, vol. 39(21), pages 2681-2692.
    21. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    22. Fidrmuc, Jarko & Hake, Mariya & Stix, Helmut, 2013. "Households’ foreign currency borrowing in Central and Eastern Europe," Journal of Banking & Finance, Elsevier, vol. 37(6), pages 1880-1897.
    23. Adam Hancock & Bryce Jorgensen & Melvin Swanson, 2013. "College Students and Credit Card Use: The Role of Parents, Work Experience, Financial Knowledge, and Credit Card Attitudes," Journal of Family and Economic Issues, Springer, vol. 34(4), pages 369-381, December.
    24. Ke Chen & Miss Mali Chivakul, 2008. "What Drives Household Borrowing and Credit Constraints? Evidence from Bosnia and Herzegovina," IMF Working Papers 2008/202, International Monetary Fund.
    25. Aimee Prawitz & Julie Kalkowski & Judith Cohart, 2013. "Responses to Economic Pressure by Low-Income Families: Financial Distress and Hopefulness," Journal of Family and Economic Issues, Springer, vol. 34(1), pages 29-40, March.
    26. Olga Sorokina, 2013. "Parental Credit Constraints and Children’s College Education," Journal of Family and Economic Issues, Springer, vol. 34(2), pages 157-171, June.
    27. Hartarska, Valentina & Gonzalez-Vega, Claudio, 2006. "Evidence on the effect of credit counseling on mortgage loan default by low-income households," Journal of Housing Economics, Elsevier, vol. 15(1), pages 63-79, March.
    28. Cuong H. Nguyen, 2007. "Determinants of Credit Participation and Its Impact on Household Consumption: Evidence From Rural Vietnam," CERT Discussion Papers 0703, Centre for Economic Reform and Transformation, Heriot Watt University.
    29. Zeller, Manfred, 1994. "Determinants of credit rationing: A study of informal lenders and formal credit groups in Madagascar," World Development, Elsevier, vol. 22(12), pages 1895-1907, December.
    30. Andrea Menclova, 2013. "The Effects of Unemployment on Prenatal Care Use and Infant Health," Journal of Family and Economic Issues, Springer, vol. 34(4), pages 400-420, December.
    31. Amitava Krishna Dutt, 2006. "Maturity, Stagnation And Consumer Debt: A Steindlian Approach," Metroeconomica, Wiley Blackwell, vol. 57(3), pages 339-364, July.
    32. Theodoros M. Mitrakos & George T. Simigiannis, 2009. "The determinants of Greek household indebtedness and financial stress," Economic Bulletin, Bank of Greece, issue 32, pages 7-26, May.
    33. Kirchler, Erich & Hoelzl, Erik & Kamleitner, Bernadette, 2008. "Spending and credit use in the private household," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(2), pages 519-532, April.
    34. Jensen, Helen H., 1985. "Home Equity Use and the Life Cycle Hypothesis," Staff General Research Papers Archive 11234, Iowa State University, Department of Economics.
    35. Duca, John V & Rosenthal, Stuart S, 1994. "Do Mortgage Rates Vary Based on Household Default Characteristics? Evidence on Rate Sorting and Credit Rationing," The Journal of Real Estate Finance and Economics, Springer, vol. 8(2), pages 99-113, March.
    36. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    37. Sarah Bridges & Richard Disney, 2004. "Use of credit and arrears on debt among low-income families in the United Kingdom," Fiscal Studies, Institute for Fiscal Studies, vol. 25(1), pages 1-25, March.
    38. Ana del Río & Garry Young, 2005. "The determinants of unsecured borrowing: evidence from the British household panel survey," Working Papers 0511, Banco de España.
    39. Deanna Sharpe & Rui Yao & Li Liao, 2012. "Correlates of Credit Card Adoption in Urban China," Journal of Family and Economic Issues, Springer, vol. 33(2), pages 156-166, June.
    40. Jonathan Crook, 2001. "The demand for household debt in the USA: evidence from the 1995 Survey of Consumer Finance," Applied Financial Economics, Taylor & Francis Journals, vol. 11(1), pages 83-91.
    41. Lin, Che-Chun & Yang, Tyler T., 2005. "Curtailment as a mortgage performance indicator," Journal of Housing Economics, Elsevier, vol. 14(3), pages 294-314, September.
    42. Tammy Leonard & Wenhua Di, 2014. "Is Household Wealth Sustainable? An Examination of Asset Poverty Reentry After an Exit," Journal of Family and Economic Issues, Springer, vol. 35(2), pages 131-144, June.
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