Understand the behavioral barriers your healthcare research keeps missing.


Patients say they'll adhere. Clinicians say they'll adopt the new protocol. Support programs report high enrollment. But outcomes don't move. lumenx runs hundreds of behaviorally-informed conversations to surface what actually drives behavior, not what people report.

Request a demo
diagnosistreatment startfollow-upoutcomereportedactualthe gap between reported adherence and actual behavior
The gap

The gap between what people report and what they actually do is where the most important insights live.

Surveys measure the first. lumenx measures the second. Adherence surveys report 80% compliance. Real-world data shows 50%. The gap isn't dishonesty. It's the difference between what people intend and what their behavior actually looks like. Traditional research methods can't reach it.

Use cases

Behavioral evidence for decisions that affect patient outcomes.

01

Value-based care and discharge

Readmission rates stay stubbornly high despite patient education programs. The behavioral drivers of readmission live in routines, environment, and social context.

Surface the behavioral drivers of readmission that patient education alone can't address.

02

Patient preference elicitation

Regulatory agencies increasingly expect patient voice in drug development, but traditional methods capture stated preferences, not lived experience.

Build disease conceptual models, surface unmet needs, and generate PFDD-ready evidence at scale.

03

Prelaunch and commercial messaging

Positioning decisions are made on stated preferences and advisory boards. How patients and prescribers actually think about a condition is different.

Understand how patients and prescribers think about a condition before you commit to a positioning.

04

Clinical trial endpoints and retention

Participants disengage for behavioral reasons protocol designers can't see. And endpoints may not measure what predicts real-world behavior.

Uncover why participants disengage and whether you're measuring what predicts real-world behavior.

05

Prescriber engagement and adoption

Prescribing decisions are shaped by habit, peer influence, and context, not just clinical data. Stated preferences don't explain real-world practice.

Understand what actually shifts treatment decisions in practice.

These are some of the questions we help answer. Yours might be different.

Start a conversation about what behavioral evidence could look like for your team.