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Strategy Tool

Patient Perspective

Generate synthetic patient panels to test healthcare concepts, messaging, and care journeys — grounded in a validated model of patient decision-making and 162 peer-reviewed sources.

The Research Insight

Patients don't make decisions like users do.

Healthcare decisions are shaped by trust, risk, identity, cost exposure, and the long shadow of past care experiences. Patient Perspective models those priority tensions so your concepts get tested against the way patients actually choose — not the way product teams hope they will.

Process

How it works

01

Describe your scenario

Brief the tool on the product, service, or care journey you want to test — in plain language, or by uploading a PRD, brief, or research document.

02

Meet your panel

AI generates eight synthetic patients across the four mindset quadrants, with a deliberate spread of disability, demographic, and health-context factors.

03

Interview, group, and report

Question patients one-to-one, convene a focus group, then export a synthesised report with themes, quotes, and strategic implications.

Framework

Patient archetype framework

Every synthetic patient is placed on a validated two-axis model mapping engagement level (proactive vs. reactive) against healthcare orientation (trusting vs. skeptical) — generating four mindset quadrants that mirror real patient decision-making.

Proactive + Trusting

Engaged Partner

Treats their care team as a collaborator. Tracks symptoms, prepares for appointments, and adopts new tools quickly when the rationale is clear.

Top Priority

Convenience

Tension

Will abandon a tool the moment it adds friction to a routine that already works.

Proactive + Skeptical

Informed Skeptic

Researches every diagnosis, reads the source paper, and challenges recommendations. Trusts evidence over authority and expects transparency.

Top Priority

Choice

Tension

Reads the privacy policy. Will switch providers if the data story isn't airtight.

Reactive + Trusting

Compliant Patient

Follows instructions, defers to clinical authority, engages only when prompted. Loyalty to a provider matters more than features.

Top Priority

Communication

Tension

Slow to surface concerns. May agree in the room and disengage at home.

Reactive + Skeptical

Avoidant Patient

Distrusts the system, delays care, and presents late. Cost, past harm, or cultural distance keeps them outside the formal care pathway.

Top Priority

Cost

Tension

Won't show up in your usability lab — but will determine whether your product reaches its intended population.

Px Framework

Ten dimensions of patient experience

Personas rank and react across ten experience elements — the priorities that drive whether a patient adopts, abandons, or never engages with what you build.

Cost

Out-of-pocket exposure, pricing transparency, surprise-bill risk.

Care Quality

Outcomes, second opinions, clinical excellence.

Convenience

Time-to-care, appointment friction, location access.

Confidentiality

Data handling, sharing controls, employer & insurer exposure.

Communication

Plain language, follow-through, channel choice.

Collaboration

Shared decision-making, family involvement, care team coordination.

Consideration

Cultural awareness, identity, accessibility, lived experience.

Community

Peer networks, support groups, lived-experience advocacy.

Comfort

Physical, emotional, and environmental experience of care.

Choice

Provider agency, treatment options, opt-out and override paths.

Inclusion by Design

The voices product teams usually miss

Real recruitment tilts toward the articulate, the available, and the easy-to-reach. Synthetic panels can be deliberately balanced for the population you're actually designing for.

Disability Representation

Permanent, temporary, and situational disabilities — across mobility, vision, hearing, cognition, and chronic conditions.

Demographic Spread

Age, socioeconomic status, geography, language, culture, and intersecting identities.

Health Context

Acute, chronic, preventative, and end-of-life journeys — with the carers and caregivers who travel alongside.

What Powers It

The evidence base

Four foundations behind every synthetic patient panel.

162

Research Sources

Expert skills synthesised from peer-reviewed healthcare research.

300+

Product Profiles

Deep knowledge of the healthtech landscape.

10

Px Elements

Cost, Care Quality, Convenience, Confidentiality, Communication, Collaboration, Consideration, Community, Comfort, Choice.

4

Mindset Quadrants

Behavioural framework grounding every persona.

Use Cases

Where teams use this

Patient Perspective is built for healthcare strategists, product teams, and service designers who need to test concepts before they ship — and surface the patient voices that real recruitment rarely reaches.

Validate a telehealth feature before development

Test messaging across patient mindsets — not just the articulate ones

Map a care journey from a patient's point of view

Stress-test a pricing or subscription model

Audit a flow for accessibility and lived-experience gaps

Generate stakeholder-ready evidence for why a design choice matters

Available Now

Run your first patient panel.

Brief the tool, meet your patients, and export a research report — typically in under fifteen minutes.

Patient Perspective generates synthetic personas for ideation and concept validation. It does not replace real patient research. All archetypes are grounded in validated frameworks but represent patterns, not individuals.