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Investigating the US consumer credit determinants using linear and non-linear cointegration techniques

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  • Paradiso, Antonio
  • Kumar, Saten
  • Lucchetta, Marcella

Abstract

This paper has investigated the determinants of total consumer credit for the USA over the period 1968:Q1 to 2011:Q3. Using Breitung's (2001) non-parametric rank tests, we find the existence of linear cointegrating relationships in the consumer credit models. Enders and Siklos' (2001) threshold adjustment tests revealed that non-linearity is present slightly (with a statistical significance of 10% level) in the consumer credit model with a short-term interest rate (federal funds rate), while there exists a linear and symmetric cointegrating relationship in the models with medium (3years) and long (10years) term interest rates. Application of the linear cointegrating techniques (fully modified OLS, canonical cointegrating regression and general to specific) show that consumer credit responds more significantly to the medium and long-term interest rates than the short-term interest rate. We use these results to assess the popular belief that abnormality in the consumer credit set the stage for the 2007–08 crisis and severe recession.

Suggested Citation

  • Paradiso, Antonio & Kumar, Saten & Lucchetta, Marcella, 2014. "Investigating the US consumer credit determinants using linear and non-linear cointegration techniques," Economic Modelling, Elsevier, vol. 42(C), pages 20-28.
    • Handle: RePEc:eee:ecmode:v:42:y:2014:i:c:p:20-28
    DOI: 10.1016/j.econmod.2014.05.023
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    1. Park, Joon Y, 1992. "Canonical Cointegrating Regressions," Econometrica, Econometric Society, vol. 60(1), pages 119-143, January.
    2. Calza, Alessandro & Gartner, Christine & Sousa, João, 2001. "Modelling the demand for loans to the private sector in the euro area," Working Paper Series 55, European Central Bank.
    3. Mehmet Caner & Bruce E. Hansen, 1998. "Threshold Autoregressions with a Near Unit Root," Working Papers 9821, Department of Economics, Bilkent University.
    4. Andrew Benito & Haroon Mumtaz, 2006. "Consumption excess sensitivity, liquidity constraints and the collateral role of housing," Bank of England working papers 306, Bank of England.
    5. Saten Kumar & Don J. Webber, 2013. "Australasian money demand stability: application of structural break tests," Applied Economics, Taylor & Francis Journals, vol. 45(8), pages 1011-1025, March.
    6. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    7. Enders, Walter & Siklos, Pierre L, 2001. "Cointegration and Threshold Adjustment," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 166-176, April.
    8. Junsoo Lee & Mark C. Strazicich, 2013. "Minimum LM unit root test with one structural break," Economics Bulletin, AccessEcon, vol. 33(4), pages 2483-2492.
    9. Cox, Donald & Jappelli, Tullio, 1993. "The Effect of Borrowing Constraints on Consumer Liabilities," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(2), pages 197-213, May.
    10. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    11. Fama, Eugene F, 1970. "Multiperiod Consumption-Investment Decisions," American Economic Review, American Economic Association, vol. 60(1), pages 163-174, March.
    12. Boris Hofmann, 2001. "The determinants of private sector credit in industrialised countries: do property prices matter?," BIS Working Papers 108, Bank for International Settlements.
    13. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    14. Robin L. Lumsdaine & David H. Papell, 1997. "Multiple Trend Breaks And The Unit-Root Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 212-218, May.
    15. Margaret M. McConnell & Gabriel Perez-Quiros, 2000. "Output fluctuations in the United States: what has changed since the early 1980s?," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
    16. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    17. Leonardo Gambacorta & Carlotta Rossi, 2007. "Modelling bank lending in the euro area: A non-linear approach," Temi di discussione (Economic working papers) 650, Bank of Italy, Economic Research and International Relations Area.
    18. B. Bhaskara Rao & Rup Singh & Saten Kumar, 2010. "Do we need time series econometrics?," Applied Economics Letters, Taylor & Francis Journals, vol. 17(7), pages 695-697.
    19. Drake, Leigh M & Holmes, Mark J, 1997. "Adverse Selection and the Market for Building Society Mortgage Finance," The Manchester School of Economic & Social Studies, University of Manchester, vol. 65(1), pages 58-70, January.
    20. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    21. Sydney C. Ludvigson & Charles Steindel, 1999. "How important is the stock market effect on consumption?," Economic Policy Review, Federal Reserve Bank of New York, vol. 5(Jul), pages 29-51.
    22. Calza, Alessandro & Sousa, João & Manrique, Marta, 2003. "Aggregate loans to the euro area private sector," Working Paper Series 202, European Central Bank.
    23. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    24. Venus Khim-Sen Liew & Hock-Ann Lee & Kian-Ping Lim, 2009. "Purchasing power parity in Asian economies: further evidence from rank tests for cointegration," Applied Economics Letters, Taylor & Francis Journals, vol. 16(1), pages 51-54.
    25. Breitung, Jorg, 2001. "Rank Tests for Nonlinear Cointegration," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(3), pages 331-340, July.
    26. Hansen, Bruce E, 1997. "Approximate Asymptotic P Values for Structural-Change Tests," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(1), pages 60-67, January.
    27. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
    28. Alfred Haug & Syed Basher, 2011. "Linear or nonlinear cointegration in the purchasing power parity relationship?," Applied Economics, Taylor & Francis Journals, vol. 43(2), pages 185-196.
    29. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    30. Ana del Río & Garry Young, 2005. "The determinants of unsecured borrowing: evidence from the British household panel survey," Working Papers 0511, Banco de España.
    31. Chang-Jin Kim & Charles R. Nelson, 1999. "Has The U.S. Economy Become More Stable? A Bayesian Approach Based On A Markov-Switching Model Of The Business Cycle," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 608-616, November.
    32. Yanqin Fan & Dong Li & Qi Li, 2004. "Nonlinearity in medical expenditures: a new semiparametric approach," Applied Economics, Taylor & Francis Journals, vol. 36(9), pages 911-916.
    33. Perraudin, William R M & Sorensen, Bent E, 1992. "The Credit-Constrained Consumer: An Empirical Study of Demand and Supply in the Loan Market," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(2), pages 179-192, April.
    34. Enders, Walter & Granger, Clive W J, 1998. "Unit-Root Tests and Asymmetric Adjustment with an Example Using the Term Structure of Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(3), pages 304-311, July.
    35. Douglas Curtis, 2005. "Monetary Policy and Economic Activity in Canada in the 1990s," Canadian Public Policy, University of Toronto Press, vol. 31(1), pages 59-78, March.
    36. 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.
    37. Tullio Jappelli, 1990. "Who is Credit Constrained in the U. S. Economy?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(1), pages 219-234.
    38. Silvia Magri, 2002. "Italian households' debt: determinants of demand and supply," Temi di discussione (Economic working papers) 454, Bank of Italy, Economic Research and International Relations Area.
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