routine vs opportunistic 10b5 1
What it checks
Routine insider sales are noise; opportunistic ones (one-off or right after a plan is adopted) tend to mark short-term tops.
Mechanism
Routine, evenly-spaced 10b5-1 sales carry no predictive information (insider pre-committed long before knowing the price path). Opportunistic sales — unscheduled, isolated, or quick-fire shortly after plan adoption — are where the negative drift lives. Short only the opportunistic subset.
Signal rule
Form 4 sale AND (insider not in routine-pattern set OR plan adopted within 30d before sale) -> SHORT on T+1, hold 10/20/60d.
Data dependencies
daily_pricesAdjusted-close OHLCV for every US-listed ticker; primary price feed.
sec_insider_tradesForm-4 insider transactions with role, size, and trade direction.
sec_insider_10b5_plansWorker data table — see services/worker schema.
Expected edge
- Paper alpha
- ~-2-4% over 60d on opportunistic subset
- Paper window
- T+1 to T+60d
Larcker-Lynch-Tayan 2021 documents the opportunistic-subset asymmetry; mid-cap CFO/CEO opportunistic sales -2-4% over 60d.
Related families
insider form4Insider-ActivityLakonishok-Lee 2001, Cohen-Malloy-Pomorski 2012: corroborated insider purchases (Form 4 transaction_code='P') from multiple insiders within a short window are the single most-predictive insider signal — ~6%/year alpha over 6-12 months. Single-insider buys are noisy; cluster buys (3+ distinct insiders, or a single buy > $1M from CEO/CFO) are not. Long for 60 days on cluster buys; long for 30 days on a single $1M+ transaction. Sales are deliberately ignored — they're confounded by liquidity, diversification, and options expiry.
form4 cluster anomalyInsiderAnomaly-tail Form 4 insider PURCHASE clusters (>=4 distinct insiders within 30 days, or >=3 insiders with aggregate dollar value >= $2M) strip routine-liquidity noise that dominates single-insider buys. Long the issuer 60-180d post-cluster.
form 144 overhang shortInsider / SEC filingsForm 144 notices reveal planned restricted/control-share sales. Large notices can create supply overhang before actual Form 4 execution appears.
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