Member resignation letters don't arrive without warning. In 85% of cases, behavioral signals appeared 60-90 days before the resignation. The problem isn't that warning signs don't exist — it's that most clubs aren't systematically watching for them.
The most reliable churn predictor is a sustained drop in visit frequency relative to the member's personal baseline. Not compared to other members — compared to themselves.
The threshold: A 30%+ decline from a member's 6-month average, sustained for 4+ weeks, correlates with resignation within 90 days in 42% of cases.
Why personal baselines matter: A member who visits twice weekly dropping to once weekly is a stronger signal than a member who's always visited once weekly. Absolute thresholds miss this entirely.
Dining is the social glue of private clubs. When members stop dining, they're detaching from the community — even if they maintain other activities.
What to watch: Members whose monthly F&B spending drops below 50% of their trailing 6-month average. This is especially predictive when combined with Signal 1.
The combination of declining visits AND declining F&B spending correlates with resignation at 67% accuracy within 120 days.
Members who attend club events are publicly investing in the community. When they stop, they're mentally disengaging.
The specific trigger: A member who attended 2+ events per quarter drops to zero for an entire quarter. This represents a complete withdrawal from the club's social calendar.
Event participation drops are especially significant for newer members (under 3 years). For this cohort, social connections determine whether the membership "sticks."
Detection without action is pointless. Here's the intervention framework that reduces churn by 25-40%:
The key insight: Most members don't resign because they're angry. They resign because they've drifted away and nobody noticed. Early detection + warm outreach saves 3 out of every 10 at-risk members.
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