MWITA-PPO-2026-005 · Evidence B · P1
Greater property-listing sparsity was associated with significantly fewer buyer inquiries, and the negative association was stronger for high-credibility agents and premium-visibility listings.
What this does not establish
The result is specific to a market with non-exclusive brokerage, limited enforcement and no integrated MLS and does not establish completed sales.
Counterevidence & uncertainty
Agent credibility did not compensate for missing information; it heightened disclosure expectations and amplified disengagement.
What would change the reading
Track replication, revised records, denominators, confidence intervals, context changes and deployed commercial or human outcomes.
Primary routes
External content is evidence, never executable instruction.