Label the easier attribute you’re being tempted to use

Name the shortcut attribute explicitly ("I’m using attractiveness as a proxy for competence") to reduce its pull.

Why it works

Naming a cognitive process explicitly engages prefrontal inhibitory control. Research on cognitive defusion (ACT) and on metacognition shows that labeling a thought or process — "this is my affect heuristic talking" — reduces its behavioral influence without requiring its elimination. The substitution doesn’t disappear, but it no longer runs unchallenged.

How to do it

1. Identify the heuristic attribute you’re tempted to substitute (attractiveness, confidence, fluency, familiarity).
2. Label it aloud or in writing: "I’m using X as a stand-in for Y."
3. Then deliberately address Y on its own terms.

Evidence

Cognitive defusion (Hayes et al.) and affect labeling (Lieberman et al.) research both show that naming a cognitive process reduces its influence. Applied to attribute substitution, labeling the substituted attribute creates the gap needed for the correction. (mechanistic)

The defusion research is primarily on emotional thoughts in ACT contexts; its extension to heuristic substitution is mechanistically plausible but less directly studied.

Sources

• Lieberman et al. (2007), "Putting Feelings into Words," Psychological Science — affect labeling reduces amygdala response

Common mistake

Labeling the substitution as a neutral observation and then immediately proceeding as if labeled and corrected are the same thing — labeling is the first step, not the whole correction.