Christina Ho

— Christina Ho is a design researcher and boba enthusiast in the Bay Area

Telehealth & Remote Patient Monitoring

During the pandemic, most health practices moved to a telehealth/remote care model. There was growing interest and better infrastructure to establish a longer term remote care model, and to pursue more advanced remote care options. Diabetes care is primed for connecting remotely over data, but because the remote care model hadn't been widely implemented before, we had to evaluate how our strategy would shift. Using generative research, I uncovered different types of remote care models and informed strategy for the company. This is a sample of the work done.

Company
Glooko
Role
Staff UX Researcher
Method
One-on-one provider interviews
Participants
8 providers

Context

Glooko is a tool for providers and patients to view diabetes data. It helps endocrinology and primary care visits become more data-based, with more specificity.

This project was one in a series planned to build a strong foundation of insights into the provider space. I would then partner with designers to bring those insights into specific areas of the product.

Slide: Glooko operates in three provider settings: in clinic, telehealth and remote patient monitoring
The three provider settings Glooko operates in.

Approach

I did exploratory research with providers in RPM programs who monitor patients with Type 1 and/or Type 2 diabetes, using one-on-one interviews to learn about their practices and the programs they belong to.

We recruited through UserInterviews, Sermo (a professional provider recruiting agency) and Account Management. We interviewed three Sharp Rees-Stealy providers and five RPM providers across the US. I processed the sessions with Reduct and Miro, producing clear findings and a journey map to ideate from.

Slide: research participants and recruiting sources
Participants and how we recruited them.

Journey maps

Journey maps of a co-located visit and a telehealth visit show the steps, people and tools involved in each.

Journey map of a co-located visit
Journey map: co-located visit.
Journey map of a telehealth visit
Journey map: telehealth visit.

Telehealth and RPM are different

Telehealth means quarterly visits to a PCP or endocrinologist, plus any activity to prepare for that visit. Remote patient monitoring means checking in on patients frequently, with or without data, outside of those visits. Defining the two clearly gave the team a shared language.

Timeline comparing telehealth visits with RPM check-ins and data monitoring
Telehealth vs. RPM across a year.

Findings: three stages of an RPM program

Enrolling

  • Providers reach out to patients, often those with an A1C over 8.5–9, and PCP referrals help
  • Goals are set, usually around A1C
  • Devices are set up, but most patients lack education on using them
  • An ongoing PCP connection is made

Day to day

  • A task-based routine: 30-day check-ins, sync check-ins, and outlier readings
  • Outliers trigger calls, usually due to equipment error or gaps in care education
  • Provider–patient contact is largely verbal; provider–PCP contact runs through reports

Graduating

  • Providers evaluate the patient's health and data to date
  • Patients leave when they reach their goals, or when they are non-responsive or non-compliant
  • The evaluation looks at all care received, not just RPM reports
Slide: a provider's day is task oriented, shown in the Essette case manager software
A provider's day is task oriented. Essette is the main RPM software Sharp case managers use.
Slide: provider tasks aligned with CPT codes
The tasks align with the CPT codes.

Insights for product and strategy

Diabetes care is qualitative

Data opens the conversation, but visits turn on encouragement and motivational interviewing.

Recent readings and outliers matter most

Providers use outliers as the focal point to educate patients and learn about their routines.

Care is holistic

RPM providers work alongside PCPs, educators, pharmacists, community health workers and more.

Three types of RPM programs

Employer-based, private, and urgent care, each with its own enrollment premise and check-in rhythm.

Chart: patients most suited for RPM
Patients suitable for RPM.
Diagram: teams of providers in observed RPM programs
Observed RPM programs have teams of providers.
Slide: three types of RPM programs compared
Three types of RPM programs.

One opportunity stood out: bringing RPM to urgent care, where patients recently discharged from an urgent incident need monitoring to avoid a repeat.

Impact

  • I presented the project at the company All-Hands. Research is usually bundled, so a dedicated 10-minute section was rare.
  • The conversation around RPM changed. The corporate quarterly goal shifted to align with the insights: instead of only selling RPM to providers, Glooko explored partnering with coaches to offer a full turnkey solution.
  • Sales used the insights to educate providers on RPM and how to start it at their practice.
  • We elevated the History page, which helps providers who focus only on that page.
← Back to work

Dasher App

Led research for DoorDash’s Dasher platform, supporting 8 PMs and their teams, running studies across customers, dashers, and merchants.

Company
DoorDash
Role
Senior Researcher

Skilled at breaking chaos down into digestible insights

She is in design research because she cares about understanding the human experience and bettering it. All product and feature problems start out with chaos, a big question that needs answering. From there, she asks the right questions to get to insights that help organize the chaos and lead to a better product in the hands of the user.

She runs on tea (especially the pearl milk tea/boba/bubble tea variety), is an avid post-it user, and bakes to destress. Her current favourite boba place is Sunright Tea Studio.

Christina graduated from Carnegie Mellon University majoring in Business and Human Computer Interaction. You can contact her at christinaho.918@gmail.com.