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Thirteen F Breadth Overpriced Short

Updated quarterlyData needs: lowshort only
paper
2002
Source
Chen, J., Hong, H., Stein, J.C. (2002). "Breadth of ownership and stock returns." Journal of Financial Economics, 66(2-3), 171-205.
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In plain terms

When the number of institutional investors holding a stock drops sharply in a single quarter, short-sale constraints are binding: the pessimists are locked out and only optimists set the price. The stock is overpriced, so short it for the next 2-3 months.

How it works

Under Miller (1977) short-sale constraints, only optimists set prices. When breadth (the number of distinct institutional holders) FALLS sharply, the short-sale constraint is binding tightly: pessimists are kept out of the price, so the stock is overpriced relative to fundamentals and forward returns fade. Chen-Hong-Stein show reductions in breadth forecast lower returns; the lowest change-in-breadth decile underperforms the top decile by ~6.38% over the following 12 months.

Live results

0 times picked on its own · 498 times inside a blend (459 beat the stock) · updated 2026-06-06
This strategy is a frequent ingredient in blends that combine a few strategies on one stock. It has contributed to 498 such blended picks (459 of which beat simply holding the stock). Picking it on its own is only one of the ways it shows up.
How its picks scored vs. buy & hold
Each pick is graded on a recent year it was never tuned on, against simply owning the same stock
Where its edge concentrates
Share of picks in each company-size group that beat buy & hold
How often it trades
Active vs. patient. Bars on the left mean it waits for rare setups; bars on the right mean it trades often
Return vs. buy & hold
How much each pick beat or trailed simply owning the stock over the test year (extreme microcap moves trimmed)
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Data dependencies

  • Daily prices

    Adjusted-close OHLCV for every US-listed ticker; primary price feed.

  • SEC 13f aggregate

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

Expected edge

Reported return
~6.38%/12mo bottom-vs-top decile spread (short leg)
Tested over
T+45 to T+135d

Short leg of the CHS 2002 change-in-breadth decile spread: bottom (falling-breadth) decile underperforms the top by ~6.38% over 12 months (~4.95% characteristic-adjusted); the 60-90d hold captures a fraction of that.

Example tickers where this is likely to fire

Illustrative only, the signal fires based on the live data, not a fixed list.

Related families

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