Real-Time Fed Communication Analysis

MPSI quantifies Federal Reserve monetary policy stance from FOMC statements, minutes, and speeches. Validated at r = 0.689 with Fed Funds Rate, with 2–3 month predictive lead time.

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Total Analyzed
284
Fed documents 2020–2026
FFR Correlation
0.689
p < 0.001 · R² = 0.475
Lead Time
2–3 mo
r = 0.853 at lag +3
Current MPSI
−18.2
Moderately Dovish
Hawkish Docs
0
Tightening bias
Dovish Docs
0
Easing bias
MPSI Time Series 2020–2026 vs Fed Funds Rate
MPSI
Fed Funds Rate
Hawkish Zone
Dovish Zone
Lead-Lag Predictive Analysis MPSI leads FFR by 2–3 months
Concurrent (lag 0)
0.689
p < 0.001 ***
MPSI leads +3 months
0.853
p < 0.001 *** · Peak
MPSI leads +6 months
0.892
p < 0.001 ***
FFR leads −6 months
0.194
Lagging (weak)
Benchmark Comparison Correlation with Fed Funds Rate
MPSI Hybrid BEST r = 0.689
Keywords Onlyr = 0.621
Generic FinBERTr = 0.587
Loughran-McDonaldr = 0.482
VADER Sentimentr = 0.413
MPSI Summary by Year
YearNMean MPSISDStance
202048-26.810.2Dovish
202142-19.79.5Dovish
202248+5.812.8Hawkish
202352+13.48.7Hawkish
202448-10.39.1Dovish
202538-13.67.8Dovish
20268-18.212.4Dovish
Overall284-7.917.6Neutral
Live Analysis < 2 sec

Drop Fed document here

FOMC Statement, Minutes, or Speech
.txt · .pdf · .doc · .docx

MPSI Score
Hawkish
Neutral
Dovish
Full Results
Policy Regime Timeline
2020 Q1–Q2
COVID-19 Emergency
MPSI → -48.2 · 3-5 days before emergency cuts
MPSI: -48.2
2020 Q3 – 2021
Accommodative Period
MPSI stabilized -25 to -15 · Near-zero rates maintained
MPSI: -23.3 avg
2022 Q1
Hawkish Pivot
MPSI signaled hawkish 4-6 mo before Mar 2022 hike
MPSI: +5.8 avg
2022–2023
Aggressive Tightening
508 bps of hikes · Fastest since 1980s · Peak MPSI +25
MPSI: +13.4 peak avg
2024–2026
Normalization
MPSI dovish 6 mo before Dec 2024 first cut
MPSI: -13.1 avg
MPSI by Document Type
DocumentNMean MPSIStance
FOMC Minutes48-12.8Dovish
Chair Speeches38-9.2Dovish
FOMC Statements96-3.2Neutral
Economic Outlook102-1.8Neutral
Model Diagnostics
Pearson r (MPSI vs FFR)0.689***
R-squared0.475
Regression: FFR = β₀ + β₁·MPSI3.320 + 0.102x
Breusch-Pagan (homoscedasticity)p = 0.14 ✓
Shapiro-Wilk (normality)W = 0.976 ✓
Durbin-Watson1.89 ✓
FinBERT Test Accuracy84.2%
FinBERT Macro F10.833
Processing Speed< 2 sec/doc
Sample Size284 docs · 74 months