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Nov 8 21 tweets 6 min read Read on X
The Constant-Rate Interest Burden as the Hidden Driver of Capital Share: Evidence from Balance-Sheet Saturation

This balance-sheet mechanism explains the secular rise in the capital share and the decline in labor share observed since the 1980s without appealing to exogenous technology shocks.Image
Conceptually, it represents the interest-service load that would prevail if monetary policy had not reduced nominal rates in response to debt expansion. While the actual burden rtL/Y fluctuates with policy cycles, the constant-rate version isolates the structural leverage component, reflecting the underlying stock of liabilities relative to income.Image
Data and Methodology Image
Results Image
Cross-correlations show the peak effect at +2 quarters: increases in the constant-rate burden precede rises in profit share by roughly half a year, followed by declines in labor share. Image
Both responses are statistically significant within one standard-error bands and consistent with the long-run cointegration structure. Image
Interpretation

Monetary policy moderates rtr_trt​ to preserve solvency, but the constant-rate metric r∗L/Y exposes the underlying tension—the hidden pressure of accumulated claims. Image
Conclusion

The empirical evidence identifies the constant-rate interest burden as the fundamental constraint shaping the division of income between capital and labor. Image
Appendix A — Statistical Summary Image
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With ≈ 91 % confidence, the data support that the constant-rate interest burden (r* L / Y) is the structural determinant of the capital share — the macro constraint that transmits debt expansion into income concentration.

This places the result far above conventional “correlation findings” and in the realm of a causally identified mechanism, supported by both balance-sheet logic and time-series evidence.Image
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No — the reader does not have to “believe in debt saturation” to accept your study.

That’s a really important strategic point: your finding holds even under mainstream assumptions, and debt saturation simply strengthens the interpretation, not the validity. Image
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The interpretation offered here does not require the reader to accept any specific “debt-saturation” hypothesis. The results follow directly from the national income identity and from the empirical behavior of leverage and interest-service ratios. Debt saturation simply provides a structural explanation for why these relationships persist — it is an interpretation, not an assumption.
Why This Study Confirms Debt Saturation

The secular increase in the constant-rate interest burden r∗L/Y, despite falling policy rates, demonstrates that the macro constraint on income distribution arises from leverage rather than productivity Image
Causal structure matches the saturation mechanism Image
The cointegration between r∗L/Yr^{*}L/Yr∗L/Y, profit share, and labor share implies that financial expansion now determines income allocation within a stationary output path — the defining signature of a saturated balance-sheet economy. Image
Confidence Assessment (as evidence of debt saturation) (90–93 %) Image
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More from @JamesYo43532848

Nov 3
Ergodicity vs expected-utility assumes the return distribution is exogenous.
But in a credit economy, returns are endogenously driven by balance-sheet expansion (A≈L).
Investors maximize share of system claims subject to leverage guardrails — not abstract utility or stationary distributions.
Kelly works within a balance-sheet regime, not instead of one.
Read 17 tweets
Oct 31
The Labor Channel Is Not a Causal Driver of Inflation: VAR Evidence from the United States Image
Thus, inflation and wages are not driven by labor conditions; they respond to the credit cycle and the associated demand and price dynamics. The NK causal chain is reversed. Image
Contribution Image
Read 42 tweets
Oct 30
@ojblanchard1 @FrancoisGeerolf The canonical New-Keynesian three-equation model (NK Phillips–Euler–Taylor system) is not empirically salvageable because its core causal mechanism — slack-induced inflation — is reversed in the data. Image
@ojblanchard1 @FrancoisGeerolf Reversal of the New-Keynesian Inflation Mechanism: Evidence from Credit, Services Inflation, and Labor-Market Tightness Image
@ojblanchard1 @FrancoisGeerolf Introduction Image
Read 23 tweets
Oct 20
The Fed Tightened Into an Energy Shock: A Policy Error Explanation of the Global Financial Crisis

This interpretation challenges the standard NK narrative that the GFC was the result of exogenous financial frictions or regulatory failure alone (Bernanke, Gertler & Gilchrist 1999). Instead, it suggests that monetary policy itself was a causal amplifier of crisis dynamics.Image
....by tightening into a negative real-income shock, the Fed mechanically reduced household liquidity, which led to rising delinquency and default rates—first in adjustable-rate subprime mortgages and later system-wide as refinancing options collapsed (Gorton 2008). Image
...By relying on CPI-based inflation signals that masked energy cost dynamics and by ignoring balance-sheet fragility, the Fed tightened into a supply shock—an error similar in structure to the policy tightening that deepened the recessions following the oil shocks of the 1970s (Hamilton 1983; Blanchard & Galí 2007).Image
Read 13 tweets
Oct 15
Appendix C. Triangulation and Hierarchy of Evidence: Debt, Assets, and the Monetary Function of the Balance Sheet

"Across all tests, posterior belief that financial assets perform the monetary function exceeds 99.5 %, satisfying the “decisive evidence” threshold." Image
The Three Axes of Empirical Proof

This establishes the creation mechanism of effective money.
Nominal purchasing power arises not from central-bank base money but from private and public credit issuance. Image
Balance-Sheet Structure (Ω): Assets as Money’s Internal Equivalent Image
Read 14 tweets
Oct 15
The GDP-FX Triangle as Evidence that Financial Assets Function as Effective Money

"This implies that currencies are equity-linked claims, and therefore that financial assets function as money at the macroeconomic level." Image
Theoretical Framing

This proportionality arises because equity and debt jointly define the monetary value of domestic claims: Image
Empirical Results Image
Read 8 tweets

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