Behavioral#109tier 2live in productionNew

round number anchoring

cadence: Dailydata: lowlong onlyshort onlylong short
RFS
2012
Review of Financial Studies
#108 round_number_anchoring — Bhattacharya-Holden-Jacobsen 2012 RFS.
Citation only — paper link pending.

What it checks

Stocks bounce off round-dollar prices — $50, $100, etc. — because traders cluster orders there. Fade approaches; ride bounces.

Mechanism

Bhattacharya-Holden-Jacobsen 2012 RFS document significant trade-price clustering at round-number levels and mean-reversion when prices approach a round from a single direction. Psychological anchoring: round numbers are mental support/resistance, so order-book depth thickens there. Effect: ~4-7 bp 5-day reversal after price closes within $0.05 of a whole dollar on stocks priced under $100.

Production data

4 champions · refreshed 2026-05-16
Cup-tier distribution
How this family's promoted champions score on the trailing 1-year window
Beats-rate by market-cap
Where this family's edge concentrates. % of champions in each size bucket that beat buy-and-hold
Trade-count histogram
Continuous vs event-driven character — narrow distributions on the left mean sparse triggers
Δreturn distribution
Δreturn vs buy-and-hold on trailing 1y, capped at ±1000pp to suppress microcap pump artifacts

Signal rule

Bounce-from-above long / reject-from-below short within proximity band (0.5-2.0% of nearest round) after 3 days directional pressure.

Data dependencies

  • daily_prices

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

Expected edge

Paper alpha
4-7 bp 5-day reversal; 2-3% ann. small/mid
Paper window
2003-2010

Bhattacharya 2012: 4-7 bp 5-day reversal; ~2-3% ann. trading premium on small/mid-caps.

Related families

Explore round number anchoring 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