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The econometrics of finance and growth

Listed author(s):
  • Beck, Thorsten

This paper reviews different econometric methodologies to assess the relationship between financial development and growth. It illustrates the identification problem, which is at the center of the finance and growth literature, using the example of a simple Ordinary Least Squares estimation. It discusses cross-sectional and panel instrumental variable approaches to overcome the identification problem. It presents the time-series approach, which focuses on the forecast capacity of financial development for future growth rates, and differences-in-differences techniques that try to overcome the identification problem by assessing the differential effect of financial sector development across states with different policies or across industries with different needs for external finance. Finally, it discusses firm-level and household approaches that allow analysts to dig deeper into the channels and mechanisms through which financial development enhances growth and welfare, but pose their own methodological challenges.

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Paper provided by The World Bank in its series Policy Research Working Paper Series with number 4608.

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Date of creation: 01 Apr 2008
Handle: RePEc:wbk:wbrwps:4608
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  1. Xavier Gine & Pamela Jakiela & Dean Karlan & Jonathan Morduch, 2006. "Microfinance games," Framed Field Experiments 00150, The Field Experiments Website.
  2. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2002. "How Much Should We Trust Differences-in-Differences Estimates?," NBER Working Papers 8841, National Bureau of Economic Research, Inc.
  3. RAFAEL LaPORTA & FLORENCIO LOPEZ-de-SILANES & ANDREI SHLEIFER & ROBERT W. VISHNY, "undated". "Legal Determinants of External Finance,"," CRSP working papers 324, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
  4. Durlauf, Steven N. & Johnson, Paul A. & Temple, Jonathan R.W., 2005. "Growth Econometrics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 8, pages 555-677 Elsevier.
  5. Norman Loayza & Romain Ranciere, 2002. "Financial Development, Financial Fragility, and Growth," Working Papers Central Bank of Chile 145, Central Bank of Chile.
  6. Pasaran, M.H. & Im, K.S. & Shin, Y., 1995. "Testing for Unit Roots in Heterogeneous Panels," Cambridge Working Papers in Economics 9526, Faculty of Economics, University of Cambridge.
  7. Panicos O. Demetriades & Khaled A.Hussein, 1995. "Does Financial Development Cause Economic Growth? Time-Series Evidence from 16 Countries," Keele Department of Economics Discussion Papers (1995-2001) 95/13, Department of Economics, Keele University.
  8. Ross Levine & Sara Zervos, "undated". "Stock markets, banks and economic growth ," CERF Discussion Paper Series 95-11, Economics and Finance Section, School of Social Sciences, Brunel University.
  9. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
  10. Mark M. Pitt & Shahidur R. Khandker, 1998. "The Impact of Group-Based Credit Programs on Poor Households in Bangladesh: Does the Gender of Participants Matter?," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 958-996, October.
  11. Claessens, Stijn & Laeven, Luc, 2002. "Financial Development, Property Rights and Growth," CEPR Discussion Papers 3295, C.E.P.R. Discussion Papers.
  12. Dean Karlan & Jonathan Zinman, 2007. "Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts," Working Papers 108, Center for Global Development.
  13. Raymond Fisman & Inessa Love, 2003. "Trade Credit, Financial Intermediary Development, and Industry Growth," Journal of Finance, American Finance Association, vol. 58(1), pages 353-374, 02.
  14. Matias Braun & Borja Larrain, 2004. "Finance and the Business Cycle: International, Inter-industry Evidence," Finance 0403001, EconWPA.
  15. McCaig, Brian & Stengos, Thanasis, 2005. "Financial intermediation and growth: Some robustness results," Economics Letters, Elsevier, vol. 88(3), pages 306-312, September.
  16. Thorsten Beck & Asli Demirguc-Kunt & Luc Laeven & Ross Levine, 2004. "Finance, Firm Size, and Growth," NBER Working Papers 10983, National Bureau of Economic Research, Inc.
  17. Benhabib, Jess & Spiegel, Mark M, 2000. "The Role of Financial Development in Growth and Investment," Journal of Economic Growth, Springer, vol. 5(4), pages 341-360, December.
  18. Thorsten Beck & Ross Levine, 2003. "Legal Institutions and Financial Development," NBER Working Papers 10126, National Bureau of Economic Research, Inc.
  19. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 717-737.
  20. Calderon, Cesar & Liu, Lin, 2003. "The direction of causality between financial development and economic growth," Journal of Development Economics, Elsevier, vol. 72(1), pages 321-334, October.
  21. Raghuram G. Rajan & Luigi Zingales, "undated". "Financial Dependence and Growth," CRSP working papers 344, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
  22. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2000. "Funding growth in bank-based and market-based financial systems : evidence from firm level data," Policy Research Working Paper Series 2432, The World Bank.
  23. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
  24. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
  25. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "Does Local Financial Development Matter?," The Quarterly Journal of Economics, Oxford University Press, vol. 119(3), pages 929-969.
  26. Horvath, Michael T.K. & Watson, Mark W., 1995. "Testing for Cointegration When Some of the Cointegrating Vectors are Prespecified," Econometric Theory, Cambridge University Press, vol. 11(05), pages 984-1014, October.
  27. Rousseau, Peter L. & Sylla, Richard, 2005. "Emerging financial markets and early US growth," Explorations in Economic History, Elsevier, vol. 42(1), pages 1-26, January.
  28. Thorsten Beck & Ross Levine, 2002. "Stock Markets, Banks, and Growth: Panel Evidence," NBER Working Papers 9082, National Bureau of Economic Research, Inc.
  29. Levine, Ross, 1999. "Law, Finance, and Economic Growth," Journal of Financial Intermediation, Elsevier, vol. 8(1-2), pages 8-35, January.
  30. Klaus Neusser & Maurice Kugler, 1998. "Manufacturing Growth And Financial Development: Evidence From Oecd Countries," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 638-646, November.
  31. Yongcheol Shin & Ron P Smith & Mohammad Hashem Pesaran, 1998. "Pooled Mean Group Estimation of Dynamic Heterogeneous Panels," ESE Discussion Papers 16, Edinburgh School of Economics, University of Edinburgh.
  32. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
  33. R Blundell & Steven Bond, "undated". "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
  34. Martin S. Eichenbaum & Lars Peter Hansen & Kenneth J. Singleton, 1986. "A Time Series Analysis of Representative Agent Models of Consumption andLeisure Choice Under Uncertainty," NBER Working Papers 1981, National Bureau of Economic Research, Inc.
  35. Jung, Woo S, 1986. "Financial Development and Economic Growth: International Evidence," Economic Development and Cultural Change, University of Chicago Press, vol. 34(2), pages 333-346, January.
  36. Geert Bekaert & Campbell R. Harvey & Christian Lundblad, 2001. "Does Financial Liberalization Spur Growth?," NBER Working Papers 8245, National Bureau of Economic Research, Inc.
  37. Rousseau, P. L. & Wachtel, P., 2000. "Equity markets and growth: Cross-country evidence on timing and outcomes, 1980-1995," Journal of Banking & Finance, Elsevier, vol. 24(12), pages 1933-1957, December.
  38. Roberto Rigobon, 2003. "Identification Through Heteroskedasticity," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 777-792, November.
  39. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
  40. Levine, Ross, 1996. "Financial development and economic growth : views and agenda," Policy Research Working Paper Series 1678, The World Bank.
  41. Levine, Ross, 1998. "The Legal Environment, Banks, and Long-Run Economic Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(3), pages 596-613, August.
  42. Inessa Love, 2003. "Financial Development and Financing Constraints: International Evidence from the Structural Investment Model," Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 765-791, July.
  43. Paul Harrison & Oren Sussman & Joseph Zeira, 1999. "Finance and growth: theory and new evidence," Finance and Economics Discussion Series 1999-35, Board of Governors of the Federal Reserve System (U.S.).
  44. Alonso-Borrego, Cesar & Arellano, Manuel, 1999. "Symmetrically Normalized Instrumental-Variable Estimation Using Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 36-49, January.
  45. Beck, Thorsten & Levine, Ross, 2002. "Industry growth and capital allocation:*1: does having a market- or bank-based system matter?," Journal of Financial Economics, Elsevier, vol. 64(2), pages 147-180, May.
  46. Felix Rioja & Neven Valev, 2004. "Finance and the Sources of Growth at Various Stages of Economic Development," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 127-140, January.
  47. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
  48. John Shea, 1997. "Instrument Relevance in Multivariate Linear Models: A Simple Measure," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 348-352, May.
  49. Clive, W.J. & Lin, Jin-Lung, 1995. "Causality in the Long Run," Econometric Theory, Cambridge University Press, vol. 11(03), pages 530-536, June.
  50. Pesaran, H. & Smith, R. & Im, K.S., 1995. "Dynamic Linear Models for Heterogeneous Panels," Cambridge Working Papers in Economics 9503, Faculty of Economics, University of Cambridge.
  51. Engle, Robert F. & Yoo, Byung Sam, 1987. "Forecasting and testing in co-integrated systems," Journal of Econometrics, Elsevier, vol. 35(1), pages 143-159, May.
  52. Bowsher, Clive G., 2002. "On testing overidentifying restrictions in dynamic panel data models," Economics Letters, Elsevier, vol. 77(2), pages 211-220, October.
  53. Bell, Clive & Rousseau, Peter L., 2001. "Post-independence India: a case of finance-led industrialization?," Journal of Development Economics, Elsevier, vol. 65(1), pages 153-175, June.
  54. Steve Bond & Frank Windmeijer, 2002. "Finite sample inference for GMM estimators in linear panel data models," CeMMAP working papers CWP04/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  55. Haselmann, Rainer & Pistor, Katharina & Vig, Vikrant, 2006. "How Law Affects Lending," MPRA Paper 157, University Library of Munich, Germany.
  56. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934 Elsevier.
  57. De Gregorio, Jose & Guidotti, Pablo E., 1995. "Financial development and economic growth," World Development, Elsevier, vol. 23(3), pages 433-448, March.
  58. Douglas Staiger & James H. Stock, 1994. "Instrumental Variables Regression with Weak Instruments," NBER Technical Working Papers 0151, National Bureau of Economic Research, Inc.
  59. Raddatz, Claudio, 2003. "Liquidity needs and vulnerability to financial udnerdevelopment," Policy Research Working Paper Series 3161, The World Bank.
  60. Thorsten Beck, 2003. "Financial Dependence and International Trade," Review of International Economics, Wiley Blackwell, vol. 11(2), pages 296-316, 05.
  61. Rousseau, Peter L & Wachtel, Paul, 1998. "Financial Intermediation and Economic Performance: Historical Evidence from Five Industrialized Countries," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(4), pages 657-678, November.
  62. Beck, Thorsten & Levine, Ross & Loayza, Norman, 1999. "Finance and the sources of growth," Policy Research Working Paper Series 2057, The World Bank.
  63. George Furstenberg & Ulf Kalckreuth, 2006. "Dependence on External Finance: An Inherent Industry Characteristic?," Open Economies Review, Springer, vol. 17(4), pages 541-559, December.
  64. Leslie G. Godfrey, 1999. "Instrument Relevance in Multivariate Linear Models," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 550-552, August.
  65. von Kalckreuth, Ulf & von Furstenberg, George M., 2006. "Dependence on external finance: an inherent industry characteristic?," Discussion Paper Series 1: Economic Studies 2006,30, Deutsche Bundesbank, Research Centre.
  66. Luintel, Kul B. & Khan, Mosahid, 1999. "A quantitative reassessment of the finance-growth nexus: evidence from a multivariate VAR," Journal of Development Economics, Elsevier, vol. 60(2), pages 381-405, December.
  67. Christopoulos, Dimitris K. & Tsionas, Efthymios G., 2004. "Financial development and economic growth: evidence from panel unit root and cointegration tests," Journal of Development Economics, Elsevier, vol. 73(1), pages 55-74, February.
  68. Rafael LaPorta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, "undated". "Law and Finance," Working Paper 19451, Harvard University OpenScholar.
  69. Rajeev Dehejia & Adriana Lleras-Muney, 2007. "Financial Development and Pathways of Growth: State Branching and Deposit Insurance Laws in the United States, 1900–1940," Journal of Law and Economics, University of Chicago Press, vol. 50, pages 239-272.
  70. Asli Demirgüç-Kunt & Vojislav Maksimovic, 1998. "Law, Finance, and Firm Growth," Journal of Finance, American Finance Association, vol. 53(6), pages 2107-2137, December.
  71. Atje, Raymond & Jovanovic, Boyan, 1993. "Stock markets and development," European Economic Review, Elsevier, vol. 37(2-3), pages 632-640, April.
  72. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2002. "Instrumental variables and GMM: Estimation and testing," United Kingdom Stata Users' Group Meetings 2003 02, Stata Users Group.
  73. Michael P. Murray, 2006. "Avoiding Invalid Instruments and Coping with Weak Instruments," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 111-132, Fall.
  74. Daniel Kaufmann & Aart Kraay, 2002. "Growth without Governance," ECONOMIA JOURNAL OF THE LATIN AMERICAN AND CARIBBEAN ECONOMIC ASSOCIATION, ECONOMIA JOURNAL OF THE LATIN AMERICAN AND CARIBBEAN ECONOMIC ASSOCIATION, vol. 0(Fall 2002), pages 169-230, August.
  75. Luc Laeven, 2002. "Does Financial Liberalization Reduce Financing Constraints?," Financial Management, Financial Management Association, vol. 31(4), Winter.
  76. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
  77. Rohini Pande & Christopher Udry, 2005. "Institutions and Development:A View from Below," Working Papers 928, Economic Growth Center, Yale University.
  78. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
  79. Coleman, Brett E., 1999. "The impact of group lending in Northeast Thailand," Journal of Development Economics, Elsevier, vol. 60(1), pages 105-141, October.
  80. Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-144, January.
  81. repec:elg:eebook:17119 is not listed on IDEAS
  82. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
  83. David Roodman, 2007. "A Note on the Theme of Too Many Instruments," Working Papers 125, Center for Global Development.
  84. Maddala, G S & Wu, Shaowen, 1999. " A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
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