Cited by 7Economic Theory and PolicyFiscal Policies and Political EconomyGlobal Financial Crisis and Policies

Debt-GDP cycles in historical perspective: the case of the USA (1889–2014)

Open access
Stockhammer, Engelbert, Gouzoulis, Giorgos·2023·Industrial and Corporate Change

Abstract

Since the Global Financial Crisis, interest in financial cycles has risen significantly. While much of modern macroeconomics conceives financial crises as the results of exogenous shocks, Minsky’s financial instability hypothesis posits that financial cycles are endogenous to the economic system. The main contribution of this paper is to use historical macroeconomic data for the United States (1889–2014) to econometrically test for endogenous Minsky cycles: the interaction of procyclical private debt-to-income ratios and a dampening effect of private debt on economic activity. We analyze corporate debt-gross domestic product (GDP) growth cycles, which feature in Minsky’s original writings, and mortgage debt-GDP growth cycles as in some recent Minsky-inspired models. We find robust evidence of endogenous corporate debt-GDP cycles over the last 125 years. These results are driven by the pre-World War II (WWII), and post-1973 periods, which had a more liberal economic policy orientation. We find no evidence of mortgage debt-GDP cycles.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1093/icc/dtac043

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Rising financial commitments for non-financial firms are associated with the decline of real investment in both advanced and developing economies over the last 30 years.

    “First, rising financial commitments for non-financial firms are associated with the decline of real investment in both advanced and developing economies over the last 30 years”

    From Mapping modern economic rents: the good, the bad, and the grey areas (2023) · cites this paper as Stockhammer and Gouzoulis, 2022

    The Econometric results and discussion (section 5; page unavailable) find a negative association between business debt and real investment in the United States, including during 1973–2014. That supports the debt–investment relationship, but the paper does not establish it for both advanced and developing economies or specifically for the last 30 years. (LLM, conf=0.88)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

No references could be resolved yet.

Research works printed but not linked: 58

  1. Aikman, D., A. G. Haldane and B. D. Nelson (2015), 'Curbing the credit cycle,' The Economic Journal, 125(585), 1072-1109.
  2. Amin, A. (ed.), (1994), Post-Fordism. A Reader. Blackwell Publishers: Oxford.
  3. Arza, V. and P. Español (2008), 'Les liaisons dangereuses: a Minskyan approach to the relation of credit and investment in Argentina during the 1990's,' Cambridge Journal of Economics, 32(5), 5.
  4. Asada, T. (2001), 'Nonlinear dynamics of debt and capital: a post-Keynesian analysis,' in Y. Aruka (ed.), Evolutionary Controversies in Economics. Springer: Japan, pp. 73-87.
  5. Bezemer, D., M. Grydaki and L. Zhang (2016), 'More mortgages, lower growth?,' Economic Inquiry, 54(1), 652-674.
  6. Bofinger, P., S. Debes, J. Gareis and E. Mayer (2013), 'Monetary policy transmission in a model with animal spirits and house price booms and busts,' Journal of Economic Dynamics & Control, 37(12), 2862-2881.
  7. Borio, C. (2014), 'The financial cycle and macroeconomics: what have we learnt?' Journal of Banking & Finance, 45, 182-198.
  8. Brooks, C. (2014), 'Introductory Econometrics for Finance (3rd ed.)'. Cambridge University Press: Cambridge.
  9. Caldentey, E. P., N. Favreau Negront and L. M é ndez Lobos (2019), 'Corporate debt in Latin America and its macroeconomic implications,' Journal of Post Keynesian Economics, 42(3), 335-362.
  10. Charles, S. (2008), 'Teaching Minsky's financial instability hypothesis: a manageable suggestion,' Journal of Post Keynesian Economics, 31(1), 125-138.
  11. Dafermos, Y. (2018), 'Debt cycles, instability and fiscal rules: a Godley-Minsky synthesis,' Cambridge Journal of Economics, 42(5), 1277-1313.
  12. Davis, L., P. de Souza and G. Hernandez (2019), 'An empirical analysis of Minsky regimes in the US economy,' Cambridge Journal of Economics, 43(3), 541-583.
  13. De Grauwe, P. and C. Macchiarelli (2015), 'Animal spirits and credit cycles,' Journal of Economic Dynamics & Control, 59, 95-117.
  14. Dieci, R. and F. Westerhoff (2016), 'Heterogeneous expectations, boom-bust housing cycles, and supply con- ditions: A nonlinear economic dynamics approach,' Journal of Economic Dynamics and Control, 71, 21-44.
  15. Dutt, A. K. (2006), 'Maturity, stagnation and consumer debt: a Steindlian approach,' Metroeconomica, 57(3), 339-364.
  16. Eichengreen, B. (2019), Globalizing Capital. Princeton University Press: New Jersey.
  17. Fazzari, S., P. Ferri and E. Greenberg (2008), 'Cash flow, investment, and Keynes-Minsky cycles,' Journal of Economic Behavior & Organization, 65(3-4), 555-572.
  18. Fazzari, S. M., R. G. Hubbard and B. C. Petersen (1988), 'Financing constraints and corporate investment,' Brookings Papers on Economic Activity. pp. 141-195.
  19. Fazzari, S. M. and T. L. Mott (1986), 'The investment theories of Kalecki and Keynes: an empirical study of firm data, 1970-1982,' Journal of Post Keynesian Economics, 9(2), 171-187.
  20. Gatti, D. D. and M. Gallegati (1990), 'Financial instability, income distribution, and the stock market,' Journal of Post Keynesian Economics, 12(3), 356-374.
  21. Glyn, A. (2006), Capitalism Unleashed: Finance, Globalization and Welfare. Oxford University Press: Oxford.
  22. Gusella, F. and E. Stockhammer (2021), 'Testing fundamentalist-momentum trader financial cycles: an empirical analysis via the Kalman filter,' Metroeconomica, 72(4), 758-797.
  23. Jordà, Ò., M. Schularick and A. M. Taylor (2013), 'When credit bites back,' Journal of Money, Credit, and Banking, 45(s2), 3-28.
  24. Jordà, Ò., M. Schularick and A. M. Taylor (2015), 'Leveraged bubbles,' Journal of Monetary Economics, 76, S1-S20.
  25. Jordà, Ò., M. Schularick and A. M. Taylor (2016), 'The great mortgaging: housing finance, crises and business cycles,' Economic Policy, 31(85), 107-152.
  26. Jordà, Ò., M. Schularick and A. M. Taylor (2017), 'Macrofinancial history and the new business cycle facts,' in M. Eichenbaum and J. A. Parker (eds), NBER Macroeconomics Annual 2016. Vol. 31 University of Chicago Press: Chicago, IL, pp. 213-263.
  27. Kapeller, J. and B. Schutz (2014), 'Debt, boom, bust: a theory of Minsky-Veblen cycles,' Journal of Post Keynesian Economics, 36(4), 781-814.
  28. Keen, S. (1995), 'Finance and economic breakdown: modeling Minsky's "financial instability hypothesis",' Journal of Post Keynesian Economics, 17(4), 607-635.
  29. Kim, Y. K. (2013), 'Household debt, financialization, and macroeconomic performance in the United States, 1951-2009,' Journal of Post Keynesian Economics, 35(4), 675-694.
  30. Kim, Y. K. (2016), 'Macroeconomic effects of household debt: an empirical analysis,' Review of Keynesian Economics, 4(2), 127-150.
  31. Kiyotaki, N. and J. Moore (1997), 'Credit cycles,' Journal of Political Economy, 105(2), 211-248.
  32. Kohler, K. and R. Calvert Jump (2022), 'Estimating nonlinear business cycle mechanisms with linear vector autoregressions: a Monte Carlo study,' Oxford Bulletin of Economics and Statistics.
  33. Koreisha, S. G. and Y. Fang (2001), 'Generalized least squares with misspecified serial correlation structures,' Journal of the Royal Statistical Society. Series B, Statistical Methodology, 63(3), 515-531.
  34. Koreisha, S. G. and T. Pukkila (1990), 'A generalized least-squares approach for estimating autoregressive moving-average models,' Journal of Time Series Analysis, 11(2), 139-151.
  35. Kuznets, S. and E. Jenks (1961), 'Appendices and Index to "Capital in the American Economy: Its Formation and Financing",' In Capital in the American Economy: Its Formation and Financing. Princeton University Press, pp. 465-664.
  36. Lima, G. T. and A. J. A. Meirelles (2007), 'Macrodynamics of debt regimes, financial instability and growth,' Cambridge Journal of Economics, 31(4), 563-580. · DOI
  37. Marglin, S. and J. Schor (eds), (1990), The Golden Age of Capitalism. Reinterpreting the Postwar Experience. Clarendon: Oxford.
  38. Mian, A. R., A. Sufi and E. Verner (2017), 'Household Debt and Business Cycles Worldwide,' The Quarterly Journal of Economics, 132(4),1755-1817.
  39. Minsky, H. P. (1975), John Maynard Keynes. Palgrave Macmillan: London, UK.
  40. Minsky, H. P. (1986), Stabilizing an Unstable Economy. 2nd edn. McGraw-Hill: New York, NY, p. 2008.
  41. Mulligan, R. F. (2013), 'A sectoral analysis of the financial instability hypothesis,' The Quarterly Review of Economics and Finance, 53(4), 450-459.
  42. Ndikumana, L. (1999), 'Debt service, financing constraints, and fixed investment: evidence from panel data,' Journal of Post Keynesian Economics, 21(3), 455-478.
  43. Nikolaidi, M. and E. Stockhammer (2017), 'Minsky models: a structured survey,' Journal of Economic Surveys, 31(5), 1304-1331.
  44. Nishi, H. (2019), 'An empirical contribution to Minsky's financial fragility: evidence from non-financial sectors in Japan,' Cambridge Journal of Economics, 43(3), 585-622.
  45. Palley, T. I. (1994), 'Debt, aggregate demand, and the business cycle: an analysis in the spirit of Kaldor and Minsky,' Journal of Post Keynesian Economics, 16(3), 371-390.
  46. Palley, T. I. (2011), 'A theory of Minsky super-cycles and financial crises,' Contributions to Political Economy, 30(1), 31-46.
  47. Reissl, S. (2020), 'Minsky from the bottom up -formalising the two-price model of investment in a simple agent-based framework,' Journal of Economic Behavior & Organization, 177, 109-142.
  48. Ruggie, J. G. (1982), 'International regimes, transactions, and change: embedded liberalism in the postwar economic order,' International Organization, 36(2), 379-415.
  49. Ryoo, S. (2010), 'Long waves and short cycles in a model of endogenous financial fragility,' Journal of Economic Behavior & Organization, 74(3), 163-186.
  50. Ryoo, S. (2013), 'Bank profitability, leverage and financial instability: a Minsky-Harrod model,' Cambridge Journal of Economics, 37(5), 1127-1160.
  51. Ryoo, S. (2016), 'Household debt and housing bubble: a Minskian approach to boom-bust cycles,' Journal of Evolutionary Economics, 26(5), 971-1006.
  52. Ryoo, S. and Y. K. Kim (2014), 'Income distribution, consumer debt and keeping up with the Joneses,' Metroeconomica, 65(4), 585-618.
  53. Schularick, M. and A. M. Taylor (2012), 'Credit booms gone bust: monetary policy, leverage cycles, and financial crises, 1870-2008,' The American Economic Review, 102(2), 1029-1061.
  54. Stockhammer, E., R. C. Jump, K. Kohler and J. Cavallero (2019), 'Short and medium term financial-real cycles: an empirical assessment,' Journal of International Money and Finance, 94, 81-96.
  55. Taylor, L., S. A. O'Connell (1985), 'A Minsky crisis,' The Quarterly Journal of Economics, 100(Supplement), 871-885.
  56. Wolfson, M. H. (1990), 'The causes of financial instability,' Journal of Post Keynesian Economics, 12(3), 333-355.
  57. Wray, L. R. (2009), 'The rise and fall of money manager capitalism: a Minskian approach,' Cambridge Journal of Economics, 33(4), 807-828.
  58. Wray, R. (2016), 'Why Minsky matters,' in G. Jones (ed), An Introduction to the Work of a Maverick Economist. Princeton University Press: Princeton, pp. 230-240.

Cited by

Sorted by citations

Authors
Stockhammer, E., & Gouzoulis, G.
Affiliations
  • King's College London (GB)
  • University of Bristol (GB)
Corresponding author
Gouzoulis, Giorgos
Venue
Industrial and Corporate Change
Published
2022-09-20
Volume
32
Issue
2
Pages
317-335
ISSN
  • 0960-6491 (ISSN-L)
  • 1464-3650
OpenAlex
W4296781174
Cited by
7
References
0
Citations by year
2026: 2 · 2024: 2 · 2023: 3
FWCI
1.73
Type
journal article
Language
en
Open access
Locations
  • Industrial and Corporate Change (publishedVersion, cc-by)
  • Research Portal (King's College London) (publishedVersion, cc-by-nc-nd)
  • RePEc: Research Papers in Economics (submittedVersion)
  • Queen Mary Research Online (Queen Mary University of London) (submittedVersion, cc-by)
  • Explore Bristol Research (submittedVersion, cc-by)
Funders
Institute for New Economic Thinking (INO16-00008)
Topics
  • Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Economic Theory and Policy
  • Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Fiscal Policies and Political Economy
  • Social Sciences › Economics, Econometrics and Finance › Finance › Global Financial Crisis and Policies
Keywords
financial instability hypothesis, Hyman Minsky, corporate debt, mortgage debt, procyclicality, financial crisis

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review