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Analyst Recommendation Revision Drift

Updated eventData needs: lowlong onlyshort only
paper
1996
Source
Womack, K.L. (1996). "Do Brokerage Analysts' Recommendations Have Investment Value?" Journal of Finance, 51(1), 137-167. Combined with Jegadeesh-Kim (2009) RFS.
Read the paper →

In plain terms

When 2 or more analyst upgrades (or downgrades) cluster on the same stock within 2 weeks, the stock drifts in that direction for 2-6 weeks. Go long upgrade clusters, short downgrade clusters.

How it works

Cluster upgrades or downgrades (>= 2 same-direction rating-transition events within 14 days) predict drift over the subsequent 10/20/30 trading days. Womack 1996 documents +2-4% on upgrade clusters; Jegadeesh-Kim 2009 shows symmetric -2-3% on downgrade clusters. The herd-effect literature shows clusters resolve disagreement uncertainty.

Live results

0 times picked on its own · 5 times inside a blend (1 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 5 such blended picks (1 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.

  • Analyst estimates

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

Expected edge

Reported return
+/-2-4% over 10-30d
Tested over
T+1 to T+30d

+2-4% LONG / -2-3% SHORT over 10-30d on cluster events.

Example tickers where this is likely to fire

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

Related families

Explore Analyst Recommendation Revision Drift on alphactor.ai

See which tickers this family is currently firing on, with live signals and rankings.

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