Q And A Hesitation Short
In plain terms
When executives get noticeably more hedged and non-committal in the Q&A part of an earnings call (mixed, uncertain tone) compared with how that same company usually sounds, we bet the stock drifts down over the next 1 to 3 months and take a short position the next day. The idea is loosely inspired by research showing that uncertainty in earnings-call language tracks firm risk, but the specific short-and-hold trade is our own proxy, not a result proven in that paper.
How it works
Proxy mechanism, not the paper's mechanism. When management's Q&A answers become more hedged/non-confident (higher FinBERT within-call tone dispersion and higher neutral share), it is read as elevated firm-level uncertainty that tends to precede negative drift over the next 1-3 months, motivating a short. This is thematically adjacent to Hassan-Hollander-van Lent-Tahoun 2019 (firm-level political/uncertainty risk from earnings calls predicting higher return volatility and defensive real actions), but the paper itself documents a volatility/real-outcomes effect, not a tradeable directional short return; the directional short here is an empirical proxy hypothesis layered on top of that theme.
Data dependencies
- Daily prices
Adjusted-close OHLCV for every US-listed ticker; primary price feed.
- Transcript finbert scores
A data feed this strategy reads, refreshed on its normal schedule.
Expected edge
- Reported return
- ~2-4% over 60d on top-decile hesitation
- Tested over
- T+1 to T+90d
HHVT 2019 reports persistent firm-level political-risk premium; hesitancy subcomponent ~2-4% over 60d on top-decile.
Related families
Measures semantic distance between an analyst's question and management's answer. Evasive answers (high distance) predict 60-day underperformance.
Analysts asking longer questions paired with shorter manager answers signals skepticism — predicts near-term underperformance.
Counts bigrams from a curated politics lexicon in transcripts. Firms whose calls spike in political-risk language hedge more and underperform.
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