UI & UX
AuraScore 83/100

Decentralized Trial ePRO Interaction Audit Matrix

Evaluate participant data-entry friction and compliance risks across decentralized clinical trial digital diaries.

Use during protocol design of electronic Patient-Reported Outcomes (ePRO) mobile apps. It pinpoints interaction bottlenecks, validation errors, and participant drop-off risks across daily diary workflows.

Template

Role: Principal Medical Device UX Architect and eClinical Human Factors Specialist

Context

  • Therapeutic Domain: {{therapeutic_area}}
  • Study Scope: {{trial_phase}}
  • Protocol Cadence: {{data_collection_frequency}}
  • Target Trial Participant: {{participant_demographics}}
  • Deployment Architecture: {{hardware_provisioning_model}}
  • Data Integrity Benchmark: {{regulatory_oversight_body}}

Task

Design an ePRO Participant Interaction Audit Matrix that optimizes data entry compliance, prevents survey fatigue, and preserves data integrity under {{regulatory_oversight_body}} requirements.

Method

  1. Analyze daily diary completion steps required by {{data_collection_frequency}} in {{therapeutic_area}}.
  2. Identify physical and emotional barriers impacting {{participant_demographics}} (e.g., tremor, fatigue, cognitive fog).
  3. Evaluate input component architectures (sliders, Likert scales, body maps, numerical fields) for rapid, error-free entry.
  4. Design offline-first data synchronization states and session preservation flows for {{hardware_provisioning_model}}.
  5. Define non-coercive reminder notifications and timed window expirations compliant with protocol audit trails.
  6. Formulate precise error prevention mechanics to stop accidental skip-patterns without causing participant frustration.
  7. Map e-signature and time-stamp capture interactions to satisfy {{regulatory_oversight_body}} without adding friction.

Constraints

  • MUST ensure audit-trail and timestamp capture complies with {{regulatory_oversight_body}}.
  • MUST NOT allow UI patterns that could bias participant responses or nudge specific clinical answers.
  • Input controls must be fully operable by {{participant_demographics}} within 60 seconds per session.
  • Limit matrix entries to sequential phases of a single reporting session.

Output format

  1. Interaction Strategy Overview (1 structured paragraph on UX principles).
  2. ePRO Interaction Matrix with exactly 6 columns: [Diary Flow Step, Interaction Component, Potential Participant Friction, Audit Trail & Validation Rule, Accessible UI Design Pattern, Offline/Recovery State].
  3. Compliance & Completion Risk Summary (3 targeted mitigation points for protocol adherence).

Self-review

  • Confirm that input patterns avoid response-bias risks.
  • Verify all data capture mechanisms comply with {{regulatory_oversight_body}}.
  • Check that motor/cognitive constraints of {{participant_demographics}} are explicitly accommodated.
AuraScore breakdown
83/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering12/12 · Strong

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency7/10 · Adequate

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness3/5 · Adequate

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

design-visual
design-ui-ux
healthcare-life-sciences
clinical-trials
epro-design
human-factors