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Pead Text Confirmation

Updated dailyData needs: mediumlong shortlong onlyshort only
JAR
1989
J. of Accounting Research
#85 pead_text_confirmation — PEAD (Bernard-Thomas 1989) × transcript FinBERT sentiment confirmation.
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In plain terms

Standard PEAD trades on earnings surprise sign. This version only trades when the management's call tone agrees with the surprise — skips ambiguous prints.

How it works

Vanilla PEAD trades on SUE sign. This family gates by transcript-FinBERT sentiment direction: take position ONLY when sentiment agrees with SUE sign. Beat + bullish call → long; miss + bearish call → short; disagreement (beat-but-cautious, miss-but-optimistic) → skip. Filters out the messy 1/3 of earnings where management contradicts the headline.

No live results for this strategy yet. Charts appear once it has earned a top spot on at least one stock, either on its own or as part of a blend of several strategies.
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Data dependencies

  • Earnings history

    A data feed this strategy reads, refreshed on its normal schedule.

  • Transcript finbert scores

    A data feed this strategy reads, refreshed on its normal schedule.

Expected edge

Reported return
~50-100 bps incremental over vanilla PEAD

~50-100bps incremental over vanilla PEAD by Sharpe; significant drawdown reduction.

Related families

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For informational and educational purposes only. Not financial advice. Learn more