The Research Programme
SYNQ Research: Behaviour, Familiarity and Member Yield
A systematic empirical programme investigating observed familiarity, behavioural states, candidate environments, and prospective routing in physical membership businesses.
Core Scientific Architecture
Three Pillars of the Research Base
Every finding published by SYNQ is categorized strictly according to its scientific standard of evidence.
Cohort Economics
Direct historical ledger measurement reveals that members with recurring community familiarity record 4× higher attendance, 2.4× higher membership revenue, and 1.9× higher ancillary spend compared to unbonded cohorts. Labeled strictly as observed historical associations.
Controlled Trajectories
Controlling for baseline attendance frequency demonstrates that social familiarity adds independent signal: at 3–6 visits, 90-day inactivity separates by 5.1 percentage points (27.5% vs 22.4%); at 7–12 visits, by 6.6 points (18.9% vs 12.3%).
Testing Programme
Tests 1–11 completed retrospectively (zero-lookahead evaluation, envelope compliance, Reformer studio container replication). The prospective causal trial (Test 12) is currently testing whether deliberate routing generates incremental commercial lift.
Flagship Empirical Benchmark
The Social Density Benchmark: Recurring Familiarity & Member Trajectories
Recurring familiarity is associated with materially different member trajectories, even among members with comparable attendance histories. Evaluates controlled visit balancing, Day-30 landmark survival (45.7% vs 23.0%), and the limits of purely transactional tracking.
Read Flagship Benchmark →Research Essays & Frameworks
The 7-Step Evidence Ladder
From historical observational analysis to zero-lookahead temporal holdouts, Reformer replication, shadow-mode validation, and prospective controlled Test 12. Explicitly distinguishing observed, adjusted, modelled, and prospective evidence.
The Behavioural Routing Glossary
The operational taxonomy of modern member routing: Observed Familiarity, Persistent Ties, Behavioural States, Candidate Environments, Container Effects, and the Do Nothing Policy.
Industry Vertical Research
Multi-Site Health Clubs & Gyms
How identical attendance histories conceal divergent relational states. Identifying where recurring familiarity is forming, where it has stalled, and how compatible room environments can be recommended.
Boutique & Reformer Studios
What intimate 8-bed Reformer environments teach us about social architecture: where first-tie formation is already near saturation, shifting the operational focus from tie creation to dyadic durability.
Golf Club Member Retention
Calibrating measurement frameworks to tee-sheet rhythms and four-ball social density. Fitness findings are not assumed to transfer unchanged; each venue is calibrated on its own data.
Private Members' Houses
The Community Harmony Framework: Measuring relational structure, quiet disengagement, and belonging dynamics when the primary commercial product is the room itself.