Digital product · 2025

QualCare

Privacy, voice, and access in mobile healthcare

A clinician in navy scrubs sits knee to knee with a teenage boy inside the exam room of the Teen Health Van. He sits on the exam table gesturing as he speaks, and she listens. Behind them a blood-pressure gauge, otoscope and glove dispensers line the wall beside a narrow window.

Image created by ChatGPT

RoleResearch, systems design & prototyping
ContextUC Irvine MHCID
Year2025
FocusPrivacy, voice & access
What is QualCare?
The check-in, rerouted
From arrival to triage
The feedback loop

Feedback that improves care and proves impact.

Part II. After a visit, patients are invited to say how it went. They can speak or type, in their own language, at their own pace.

Their words become clean transcripts, and then the themes a clinic can act on: better care, and the evidence that wins grants and philanthropic funding.

  1. Text message from Family Van Mobile Care telling Selena she is ready to be seen by the nurse and her number is 43.
    01A text when it is their turn
  2. Text message asking whether the patient would like to give feedback about their visit to the mobile clinic.
    02An invitation to say how it went
  3. Text message thread with Family Van Mobile Care thanking the patient for their visit and asking whether they would like to give feedback. The patient has replied Yes, and a Share your Feedback button has appeared.
    03A link that launches the survey
  4. Share Your Feedback screen on the phone. It asks the patient to choose a language, offering English, Espanol, Chinese, Portuguese, French and German, then offers two ways to answer: chat with the avatar assistant, or type a text response.
    04Their language, and how to answer
  5. The avatar feedback assistant recording a patient’s spoken reflection, with a smile scale asking how they would rate their wait time.
    05A friendly listener, in their language
  6. A structured feedback survey rating how friendly the staff were and how clean the mobile clinic was.
    06Or a short set of questions
  7. A thank-you confirmation screen reading: thank you for your feedback, we look forward to seeing you again.
    07Done, with no name attached
Why it matters

Mobile clinics are a fast-growing front door to care, which is why their workflows are worth getting right.

7Mpeople reached by mobile clinics each year in the United States
2,000+mobile clinics now operating nationwide
$12in health savings for every dollar invested
The opportunity

A parking lot is not an exam room.

Mobile clinics are essential access points for adolescents, underserved communities and rural populations. Most are built on fragmented workflows never designed for privacy, continuity, or the realities of a parking-lot exam room.

Patients disclose sensitive information at outdoor check-in tables. Staff invent manual workarounds to protect confidentiality. Unstable connectivity breaks documentation and hand-offs. Together these cause distress, dampen honest disclosure and erode trust.

The question I set out to answer: how do mobile healthcare vehicles function as complex clinical systems, and how do their workflows, physical environments and cultural dynamics shape care for the people who face the greatest barriers to it?

Research and discovery

Three vans, eight interviews, four key findings

I experienced the services first-hand as a patient and observed three sessions: two mornings in San Mateo and Redwood City, and an afternoon at a high school in Mountain View, on the Stanford Children’s Teen Health Van and the San Mateo County Mobile Health Clinic.

Then eight hour-long interviews with clinician-directors and frontline staff across Children’s Health Fund, 20/20 Onsite, Homeward, Stanford’s Mommy Van and Teen Health Van, ARPA-H’s PARADIGM program, the Harvard Medicine Family Van and UCSD’s Mobile Healthcare Van. I open-coded the transcripts in Atlas.ti, clustered them into an affinity map, and built a cultural model of the patients and the team.

Four findings carried the most weight. Teens refuse printed health materials for fear of being found out. Feedback systems lose patient voices to language and literacy. Ambient-listening tools cannot be trusted with confidential teen disclosures. And privacy breaks down all along the journey, from the outdoor registration table to the thin exam-room wall.

Where privacy breaks down
Where the data workflow breaks down
What the teen patient carries in
What the clinician is holding at once
A teen’s visit as it stands today
Open the synthesis boardEvery interview quote, coded and clustered into the themes above. It is a working board, so it is dense: pan around it.