Our work Most healthcare marketing still measures impressions. We measure patient opportunity.
In 2023 we wrote POCMA's industry study on POC measurement. Finding #5 was that
marketing mix models were treating point-of-care as a switch — scoring a practice seeing 65
patients a day the same as one seeing 250. The Patient Reach Index is that finding turned into a
fix: breadth times depth, computed from claims at HCP-week granularity.
How most models score it - Small practice POC = 1
- Medium practice POC = 1
- Large practice POC = 1
A switch. Placement present, or not.
What the claims show - Small practice 1–4 HCPs 65/day
- Medium practice 5–10 HCPs 175/day
- Large practice 10+ HCPs 250/day
Patient traffic. The same placement, four times the reach.
Trinity Life Sciences tested it independently across
8,000 HCPs over 26 weeks.
4.4×Higher POC lift recovered versus the binary model
+51%Improvement in model explanatory power
−22%Reduction in prediction error
The result that mattered most was none of those. The index landed close to an
independently run test-versus-control study, resolving a gap between modeled and experimental
results that had made POC budgets hard to defend for years.
Published as an industry research collaboration between POCMA, Trinity Life
Sciences, Syneractiv and MedFuse.
Single-brand study. A multi-brand consortium is underway to
test whether the magnitude generalizes.