Beyond the page: one reviewed message, every way people understand

The handoff problem

Today a team makes a clear handout, then re-creates it as Spanish audio, a mobile explainer and a print card. Each handoff is another chance to change a number, lose a qualifier or publish the wrong version.

Approve once, adapt safely, measure understanding

One reviewed message. More ways to understand it. Evidence that survives every adaptation. Not more content: evidence and approval that survive every format.

1. 1

   Approve once

   Reviewers would lock the facts, numbers, actions and warning signs once, in one Message Core.

2. 2

   Adapt safely

   Each format would be built from the Core and checked against it before anyone sees it.

3. 3

   Measure understanding

   Optional, respectful checks would show what people understood, with a human always one step away.

Why more than words on a page

Many people would rather watch, listen, tap or talk than read. HealthLiteracyCopilot already reviews written health content for plain language and accessibility. The vision carries that same review into every format, so a video or an audio episode is held to the facts reviewers approved.

What the research says about the techniques

Findings about techniques in published studies, not results of HealthLiteracyCopilot. Research supports the techniques. It does not show that any one tool improves outcomes; each asset is tested with the people it is for.

• Patient decision aids improve knowledge and the accuracy of risk perception across many decisions.

  Stacey et al., Decision aids for people facing health treatment or screening decisions, Cochrane Database of Systematic Reviews (2024)

• Relevant pictures paired with plain words can help attention, comprehension and recall, especially for people with limited literacy.

  Houts et al., The role of pictures in improving health communication, Patient Education and Counseling (2006)

• In an experiment with adults 55 and older, spoken messages improved recall over written ones among people with low health literacy.

  Meppelink et al., The effectiveness of health animations in audiences with different health literacy levels, Journal of Medical Internet Research (2015)

• In pooled studies, video improved comprehension more than written material, with no significant advantage over talking it through in person.

  Galmarini, Marciano and Schulz, The effectiveness of visual-based interventions on health literacy in health care, BMC Health Services Research (2024)

• Teach-back improved outcomes such as recall in most studies reviewed, though how it was put into practice was rarely described.

  Talevski et al., Teach-back: a systematic review of implementation and impacts, PLOS ONE (2020)

• Tailored messages tend to be read, remembered and acted on more than generic ones.

  Noar, Benac and Harris, Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions, Psychological Bulletin (2007)

Five ways in

• Interactive

  Decision aids, navigators and stories a reader moves through at their own pace.

  7 concepts: Interactive →

• Audio

  Episodes and coaches for people who would rather listen than read.

  2 concepts: Audio →

• Video

  Short explainers built from a reviewed script, with captions and a transcript.

  1 concept: Video →

• Voice

  A spoken teach-back that checks the explanation, never the person.

  1 concept: Voice →

• Visual-first & messaging

  Comics, pictogram steps and text journeys that lead with pictures or a phone.

  3 concepts: Visual-first & messaging →

Concept demos to try

• InteractiveConcept demo 01

  100 people like you: a statin decision

  Interactive decision aidFor Marcus, 58: cautious about pills, wants to see the numbers (illustrative)An icon array of 100 people shows the chance of a heart attack with and without a statin, then helps the reader weigh what matters to them. Explore the concept →
• VideoConcept demo 05

  How to use your inhaler: a compiled video

  Animated explainer videoFor Darnell, 52: new to a daily inhaler, would rather watch than read (illustrative)A one-minute animation of inhaler-with-spacer steps, rendered from a reviewed script, with captions, audio description, a transcript and a still-picture mode. Explore the concept →
• AudioConcept demo 06

  Kitchen table talk: a two-voice audio episode

  Two-voice audio episode, English and SpanishFor Tomás, 68, newly diagnosed with type 2 diabetes, and his granddaughter (illustrative)A granddaughter and her grandfather talk through a new diabetes diagnosis in about two and a half minutes, in English or Spanish, with a full transcript. Explore the concept →
• Visual-first & messagingConcept demo 08

  Going home safely: a discharge comic

  Graphic-medicine comicFor Walter, 78, going home after a heart failure stay, and his daughter Grace (illustrative)Discharge instructions as an eight-panel comic about the first week at home, with read-aloud bubbles and a printable plan for the fridge. Explore the concept →
• VoiceConcept demo 11

  Did I explain it right? A teach-back voice companion

  Voice teach-back companionFor Harold, 71: new blood pressure pill, hard of hearing in one ear (illustrative)After a visit, the reader explains a new medicine back in their own words. The companion checks the key points and re-teaches what was missed. Explore the concept →
• InteractiveConcept demo 12

  Same truth, many doors: persona variants

  Persona variants with simulated testingFor Four member personas in flu season (illustrative)One approved flu-vaccine message made four ways for four people. Six locked facts appear in every version, and each version is tested with simulated readers. Explore the concept →

How one message becomes many

Every format is built from the same locked facts and passes the same gates before anyone sees it.

1. 1

   Sources and personas

   Approved clinical content, plus the audiences it must reach.

2. 2

   Message core

   The facts reviewers lock before any format is made.

3. 3

   Format compilers

   Interactive, audio, video, voice and visual versions built from the core.

4. 4

   Assess and fidelity check

   Plain language, accessibility, and a check that no locked fact moved.

5. 5

   Simulated screening

   Simulated participants, not patients, flag likely confusion early.

6. 6

   Review gates

   Clinical, compliance and language reviewers approve each output.

7. 7

   Release the exact package

   What ships is exactly what was approved, with its record attached.

8. 8

   Measured understanding

   Real-world measures a program chooses to track, reported as measured.

The principles

• One reviewed message

  Every format starts from the same approved facts, and each output says which facts it covers.

• Review the actual output

  Reviewers approve the audio, video or interactive piece itself, not just the script behind it.

• A complete fallback

  Every output has a full text and print version, so nobody depends on one format.

• Respectful checks

  Comprehension checks are optional and test the explanation, never the person.

• Real people for human claims

  Simulated readers find problems early. Claims about real people need real people.

• Uncertainty in plain view

  Illustrative numbers, simulated scores and synthetic voices are labelled as what they are.

What it means for your team

• Health plans

  Stop re-reviewing the same message for every format. Approve it once, then get Spanish audio, a mobile explainer and a print card that are checked against it.

  Try:Where should I go? A care navigatorKitchen table talk: a two-voice audio episodeRosa's choice: a branching screening storyMammogram nudge: a journey simulatorSame truth, many doors: persona variants

• Health systems

  Your own patient instructions, in more forms, with review evidence for each one.

  Try:How to use your inhaler: a compiled videoGoing home safely: a discharge comicPressure points: a 5-day micro-courseDid I explain it right? A teach-back voice companionWordless wound care

• Pharma and life sciences

  Approve the claims once. Get every video, audio and interactive version checked against them, with the record attached. Patient education, not regulated promotion.

  Try:100 people like you: a statin decisionHow to use your inhaler: a compiled videoSame truth, many doors: persona variants

• Agencies

  Keep the creative and the client, with a record that the claims did not move.

  Try:How to use your inhaler: a compiled videoSame truth, many doors: persona variants

• Public health and Medicaid

  One approved message, reviewed in each language your residents use, with accessibility evidence for every output.

  Try:Kitchen table talk: a two-voice audio episodeSame truth, many doors: persona variantsWordless wound care