Individual skill

process-model

Implement Hayes PROCESS mediation and moderation models transparently via lavaan and bruceR, with bootstrap CIs, index of moderated mediation, Johnson-Neyman regions of significance, and APA-formatted output that matches familiar PROCESS tables. Maps model numbers (1-24) to inspectable lavaan syntax instead of black-box macros. Use when the user says "PROCESS model," "mediation," "moderated mediation," "conditional indirect effect," "Hayes model," "indirect effect," "moderation," or when /analyze encounters a mediation/moderation hypothesis. Triggers on "PROCESS," "mediation," "moderation," "indirect effect," "Hayes."

skills/61-phdemotions-research-methods/skills/process-model/SKILL.md

Source commit 8684584e7d1127940f018157d2c579974fae8f79

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Observed behavior

Instructions only

Last checked

Nov 10, 2026

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