Skip to main navigation menu Skip to main content Skip to site footer

Credit volatility and productivity growth

Abstract

Research background: The issues of finance-growth nexus and financial instability have attracted considerable attention, but have been studied in isolation. This paper aims at filling this gap by providing insights into the implications of financial instability for long term productivity growth.

Purpose of the article: This paper sheds light on the relationship between credit-to-GDP ratio volatility and the total factor productivity (TFP) growth rate. The impact of systemic banking crises and financial depth on productivity growth is also studied.

Methods: The System GMM estimation of panel data for over 100 countries and spanning the period of 1970?2009 is used. The decomposition of credit-to-GDP ratio into trend and cyclical component is performed using the Hodrick-Prescott filter and a regression analysis with country-specific intercepts and slopes. The data on TFP comes from the Penn World Tables database.

Findings & Value added: TFP growth is negatively affected by credit volatility, mainly in less technologically advanced countries, while financial depth exerts a negative influence on TFP growth in economies with superior technology. Systemic banking crises and the concomitant credit crunches have a negative impact on productivity growth, regardless of the level of technological development. Moreover, the level of human capital, patents and globalization fuel productivity growth. Macroeconomic instability, measured by the rate of inflation, hampers TFP growth.

Keywords

credit, financial cycle, productivity growth

PDF

References

  1. Aghion, P., Askenazy, P., Berman, N., Cette, G., & Eymard, L. (2012). Credit constraints and the cyclicality of R&D investment: evidence from France. Journal of the European Economic Association, 10(5). doi: 10.1111/j.1542-4774.2012.01093.x. DOI: https://doi.org/10.1111/j.1542-4774.2012.01093.x
    View in Google Scholar
  2. Arcand, J-L, Berkes, E., & Panizza, U. (2012). Too much finance?. IMF Working Paper, WP/12/161. DOI: https://doi.org/10.5089/9781475504668.001
    View in Google Scholar
  3. Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies, 58. doi: 10.2307/2297968. DOI: https://doi.org/10.2307/2297968
    View in Google Scholar
  4. Arestis, Ph., Chortareas, G., & Magkonis, G. (2015). The financial development and growth nexus: a meta-analysis. Journal of Economic Surveys, 29(3). doi: 10.1111/joes.12086. DOI: https://doi.org/10.1111/joes.12086
    View in Google Scholar
  5. Arizala, F., Cavallo, E., & Galingo, A. (2009). Financial development and TFP growth: Cross-country and industry-level evidence. Research Department Working Papers. Inter-American Development Bank, 682. DOI: https://doi.org/10.2139/ssrn.1821919
    View in Google Scholar
  6. Arvanitis, S., & Woerter, M. (2013). Firm characteristics and the cyclicality of R&D investments. Industrial and Corporate Change, 23(5). doi: 10.1093/icc/dtt013. DOI: https://doi.org/10.1093/icc/dtt013
    View in Google Scholar
  7. Beck, T., Levine, R., & Loayza, N. (2000). Finance and the sources of growth. Journal of Financial Economics, 58. doi: 10.1016/S0304-405X(00)00072-6. DOI: https://doi.org/10.1016/S0304-405X(00)00072-6
    View in Google Scholar
  8. Beck, T, Degryse, H., & Kneer, Ch. (2014). Is more finance better? Disentangling intermediation and size effects of financial systems. Journal of Financial Stability, 10. doi: 10.1016/j.jfs.2013.03.005. DOI: https://doi.org/10.1016/j.jfs.2013.03.005
    View in Google Scholar
  9. Bernstein, J. I., & Nadiri, M. I. (1989). Rates of return on physical and R&D capital and structure of the production process: cross section and time series evidence. In B. Raj (ed.). Advances in econometrics and modelling. Dordrecht: Kluwer Academic Publishing. DOI: https://doi.org/10.1007/978-94-015-7819-6_12
    View in Google Scholar
  10. Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1). doi: 10.1016/S0304-4076(98)00009-8. DOI: https://doi.org/10.1016/S0304-4076(98)00009-8
    View in Google Scholar
  11. Brown, J. R., & Petersen, B. C. (2011). Cash holdings and R&D smoothing. Journal of Corporate Finance, 17(3). doi: 10.1016/j.jcorpfin.2010.01.003. DOI: https://doi.org/10.1016/j.jcorpfin.2010.01.003
    View in Google Scholar
  12. Cecchetti, S. G., & Kharroubi, E., (2012). Reassessing the impact of finance on growth. BIS Working Paper Series. Bank for International Settlements, 381.
    View in Google Scholar
  13. Coricelli, F., Driffield, N., Pal, S., & Roland, I. (2012). When does leverage hurt productivity growth? A firm-level analysis. Journal of International Money and Finance, 31. doi: 10.1016/j.jimonfin.2012.03.006. DOI: https://doi.org/10.2139/ssrn.2133204
    View in Google Scholar
  14. Dabla-Norris, E., Kersting, E. K., & Verdier, G. (2012). Firm productivity, innovation, and financial development. Southern Economic Journal, 79(2). doi: 10.4284/0038-4038-2011.201. DOI: https://doi.org/10.4284/0038-4038-2011.201
    View in Google Scholar
  15. Djankov, S., McLiesh, C., & Shleifer, A. (2007). Private credit in 129 countries. Journal of Financial Economics, 84(2). doi: 10.1016/j.jfineco.2006.03.004. DOI: https://doi.org/10.1016/j.jfineco.2006.03.004
    View in Google Scholar
  16. Dreher, A. (2006). Does globalization affect growth? Evidence from a new index of globalization. Applied Economics, 38(10). doi: 10.1080/00036840500 392078. DOI: https://doi.org/10.1080/00036840500392078
    View in Google Scholar
  17. Drehmann, M., Borio, C., Gambacorta, L., Jiménez, G., & Trucharte, C. (2010). Countercyclical capital buffers: exploring options. BIS Working Paper. Bank for International Settlements, 317. DOI: https://doi.org/10.2139/ssrn.1648946
    View in Google Scholar
  18. Drehmann, M., Borio, C., & Tsatsaronis, K. (2012). Characterising the financial cycle: don’t lose sight of the medium term!. BIS Working Paper Series. Bank for International Settlements, 380.
    View in Google Scholar
  19. Easterly, W., Islam, R., & Stiglitz, J. (2000). Shaken and stirred: explaining growth volatility. Annual Bank Conference on Development Economics. Washington D.C.: World Bank.
    View in Google Scholar
  20. EBRD (2014). Transition Report 2014. Innovation in transition. London: European Bank for Reconstruction and Development.
    View in Google Scholar
  21. Estevão, M., & Severo, T. (2010). Financial shocks and TFP growth. IMF Working Paper, WP/10/23. DOI: https://doi.org/10.5089/9781451962376.001
    View in Google Scholar
  22. Fagerberg, J., & Srholec, M. (2016). Global dynamics, capabilities and the crisis. Journal of Evolutionary Economics, 26(4). doi: 10.1007/s00191-016-0453-9. DOI: https://doi.org/10.1007/s00191-016-0453-9
    View in Google Scholar
  23. Feenstra, R. C., Inklaar, R., & Timmer, M. P. (2015). The next generation of the Penn World Table. American Economic Review, 105(10). doi: 10.1257/aer.20130954. DOI: https://doi.org/10.1257/aer.20130954
    View in Google Scholar
  24. Fisman, R., & Love, I. (2004). Financial development and growth in the short and long run. Policy Research Working Paper. World Bank, 3319. DOI: https://doi.org/10.1596/1813-9450-3319
    View in Google Scholar
  25. Gorodnichenko, Y., & Schnitzer, M. (2013). Financial constraints and innovation: why poor countries don't catch up. Journal of the European Economic Association, 11(5). doi: 10.1111/jeea.12033. DOI: https://doi.org/10.1111/jeea.12033
    View in Google Scholar
  26. Hall, B. H., Griliches, Z., & Hausman, J. A. (1986). Patents and R&D: is there a lag?. International Economic Review, 27(2). doi: 10.2307/2526504. DOI: https://doi.org/10.2307/2526504
    View in Google Scholar
  27. Hall, B. H., & Lerner, J. (2010) Financing R&D and innovation. In B. H. Hall & N. Rosenberg (Eds.). Handbook of the economics of innovation. Amsterdam: Elsevier. DOI: https://doi.org/10.1016/S0169-7218(10)01014-2
    View in Google Scholar
  28. Helbling, T., Huidrom, R., Kose, M. A., & Otrok, Ch. (2011). Do credit shocks matter? A global perspective. European Economic Review, 55(3). doi: 10.1016/j.euroecorev.2010.12.009. DOI: https://doi.org/10.1016/j.euroecorev.2010.12.009
    View in Google Scholar
  29. Isaksson, A. (2007). Determinants of total factor productivity: a literature review. United Nations Industrial Development Organization. Research and Statistics Branch Staff Working Paper, 02/2007.
    View in Google Scholar
  30. Lach, S., & Schankerman, M. (1988). Dynamics of R&D and investment in the scientific sector. Journal of Political Economy, 97(4). doi: 10.1086/261632. DOI: https://doi.org/10.1086/261632
    View in Google Scholar
  31. Laeven, L., & Valencia, F. (2013). Systemic banking crises database: an update. IMF Working Paper, WP/12/163. DOI: https://doi.org/10.5089/9781475505054.001
    View in Google Scholar
  32. Levine, R. (1997). Financial development and economic growth: views and agenda. Journal of Economic Literature, 35(2).
    View in Google Scholar
  33. Ouyang, M. (2011). On the cyclicality of R&D. Review of Economics and Statistics, 93(2). DOI: https://doi.org/10.1162/REST_a_00076
    View in Google Scholar
  34. Pakes, A., & Nitzan, S. (1983). Optimum contracts for research personnel, research employment, and the establishment of rival enterprises. Journal of Labor Economics, 1(4). doi: 10.1086/298017. DOI: https://doi.org/10.1086/298017
    View in Google Scholar
  35. Rajan, R. G., & Zingales, L. (1998). Financial dependence and growth. American Economic Review, 88(3).
    View in Google Scholar
  36. Ramey, G., & Ramey, V.A. (1995). Cross-country evidence on the link between volatility and growth. American Economic Review, 85(5). DOI: https://doi.org/10.3386/w4959
    View in Google Scholar
  37. Ravn, M. O., & Uhlig, H. (2002). On adjusting the Hodrick–Prescott filter for the frequency of observations. Review of Economics and Statistics, 84(2). doi: 10.1162/003465302317411604. DOI: https://doi.org/10.1162/003465302317411604
    View in Google Scholar
  38. Rioja, F., & Valev, N. (2004). Does one size fit all?: a reexamination of the finance and growth relationship. Journal of Development Economics, 74(2). doi: 10.1016/j.jdeveco.2003.06.006. DOI: https://doi.org/10.1016/j.jdeveco.2003.06.006
    View in Google Scholar
  39. Senhadji, A. (2000). Sources of economic growth: an extensive growth accounting exercise. IMF Staff Papers, 47(1). doi: 10.2307/3867628. DOI: https://doi.org/10.2307/3867628
    View in Google Scholar
  40. Shen, C.-H., & Lee, C.-C. (2006). Same financial development yet different economic growth – Why? Journal of Money, Credit and Banking, 38(7). doi: 10.1353/mcb.2006.0095. DOI: https://doi.org/10.1353/mcb.2006.0095
    View in Google Scholar
  41. Shin, M.-S., & Kim, S.-E. (2011). The effects of cash holdings on R&D smoothing: evidence from Korea. Journal of Finance and Accountancy, 6.
    View in Google Scholar
  42. Tebaldi, E. (2016). The dynamics of total factor productivity and institutions. Journal of Economic Development, 41(4). DOI: https://doi.org/10.35866/caujed.2016.41.4.001
    View in Google Scholar

Similar Articles

1-10 of 288

You may also start an advanced similarity search for this article.