Redesigning a data library for expert and novice users

#Healthcare

#B2B2C

#Government

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Overview

Role

User Experience Designer @ Publicis Sapient

Client

HRSA Data Warehouse (HDW)

Timeframe

10 months

Tools

Figma, Screaming Frog, Optimal Workshop, Oracle Infinity, JIRA

The Problem

HDW wanted to attract new users, but major usability issues limited its growth.

Research

Lack of a solid structure impacted opportunities to scale

Navigation issues stemmed from poor information architecture

Pages nested under multiple categories also had similar titles, causing confusion for users.

Other Key Findings

  • Users bookmarked pages to avoid searching for it again.
  • Site analytics show high bounce rates.
  • Support emails had questions about common data sets.

I analyzed site map data and website traffic to identify outdated and popular pages.

“Make data more digestible. There’s so much data that people don’t know where to start.”

“We tried to simplify Data Explorer years ago, but in doing so, it’s not great for expert users.”

I took detailed notes during user interviews and synthesized them into insights with CX&I team.

Three value pillars emerged from 17 stakeholder interviews

  1. Make it easy to find what I need
  2. Give me the tools that are right for me
  3. Give me the context I need to feel confident

Many of the 29 participants wanted the data to be more accessible for the general public. However, it was still crucial that core functionalities remained the same for the frequent users.

Design

How might we balance business needs with end-users’ needs?

The Expert User

Age: 36

Role: Data Analyst

Goal: Paul needs to find funding data on HDW for a HRSA program. He’s making a report on the program’s impact on select population groups. He wants to quickly get in and get out.

The Novice User

Age: 24

Role: Potential Grantee

Goal: Jennifer stumbles upon HDW while researching HRSA grant eligibility. She wants more details on local HRSA funding, but she’s confused on where to begin.

Better callouts to guide novice users

Resource links were scattered all over the place. I introduced callout components to centralize information, orienting new users quicker.

Value Pillar: Give me the context I need to feel confident

I recommended content for the callout components.

A desktop-first approach tailored for expert users

Less than 1% of users accessed the site via mobile, so we prioritized desktop designs for expert users such as internal government employees and researchers.

Value Pillar: Give me the tools that are right for me

I designed responsive low-fidelity and high-fidelity mockups. I suggested dismissable bannners

Testing & Results

A strong design foundation to support the growing data library

30

participants, representing 10 bureaus

20

usability testing sessions

7

pages of low-fidelity mockups tested

1

new design system

I led some usability sessions, and I put together the prototype.

View Prototype

Expert users wanted less scrolling

We conducted usability testing on low-fidelity wireframes for key new pages like Topic Landing Page, Dashboard Wrapper, and the Data Explorer tool.

We received positive and helpful feedback that we used for the high-fidelity wireframes.

“This design is very friendly to people who are unfamiliar with HRSA or its data.”

Advocating for novice users despite pushback

Beforehand, pages were built for advanced users where they can get in and get out (once they learned how to navigate it). Now, pages are more spaced out to give breathing room and allow users to discover information gradually (via progressive disclosure).

Before

Grants Dashboard Page

Data Downloads Page

After

Grants Dashboard Page

I led the design of the Dashboard Wrapper template.

View live site

Data Downloads Page

I designed the data card layouts with another designer.

View live site

Let’s connect

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© 2025 | Built with

in Figma Sites

Project

Redesigning a data library for expert and novice users

#Healthcare

#B2B2C

#Government

View live site

Skip to

Overview

Role

User Experience Designer @ Publicis Sapient

Client

HRSA Data Warehouse (HDW)

Timeframe

10 months

Tools

Figma, Screaming Frog, Optimal Workshop, Oracle Infinity, JIRA

The Problem

HDW wanted to attract new users, but major usability issues limited its growth.

Research

Lack of a solid structure impacted opportunities to scale

Navigation issues stemmed from poor information architecture

Pages nested under multiple categories also had similar titles, causing confusion for users.

Other Key Findings

  • Users bookmarked pages to avoid searching for it again.
  • Site analytics show high bounce rates.
  • Support emails had questions about common data sets.

I analyzed site map data and website traffic to identify outdated and popular pages.

“Make data more digestible. There’s so much data that people don’t know where to start.”

“We tried to simplify Data Explorer years ago, but in doing so, it’s not great for expert users.”

I took detailed notes during user interviews and synthesized them into insights with CX&I team.

Three value pillars emerged from 17 stakeholder interviews

  1. Make it easy to find what I need
  2. Give me the tools that are right for me
  3. Give me the context I need to feel confident

Many of the 29 participants wanted the data to be more accessible for the general public. However, it was still crucial that core functionalities remained the same for the frequent users.

Design

How might we balance business needs with end-users’ needs?

The Expert User

Age: 36

Role: Data Analyst

Goal: Paul needs to find funding data on HDW for a HRSA program. He’s making a report on the program’s impact on select population groups. He wants to quickly get in and get out.

The Novice User

Age: 24

Role: Potential Grantee

Goal: Jennifer stumbles upon HDW while researching HRSA grant eligibility. She wants more details on local HRSA funding, but she’s confused on where to begin.

Better callouts to guide novice users

Resource links were scattered all over the place. I introduced callout components to centralize information, orienting new users quicker.

Value Pillar: Give me the context I need to feel confident

I recommended content for the callout components.

A desktop-first approach tailored for expert users

Less than 1% of users accessed the site via mobile, so we prioritized desktop designs for expert users such as internal government employees and researchers.

Value Pillar: Give me the tools that are right for me

I designed responsive low-fidelity and high-fidelity mockups. I suggested dismissible banners

Testing & Results

A strong design foundation to support the growing data library

30

participants, representing 10 bureaus

20

usability testing sessions

7

pages tested

1

pages tested

Expert users wanted less scrolling

We conducted usability testing on low-fidelity wireframes for key new pages like Topic Landing Page, Dashboard Wrapper, and the Data Explorer tool.

We received positive and helpful feedback that we used for the high-fidelity wireframes.

I led some usability sessions, and I put together the prototype.

“This design is very friendly to people who are unfamiliar with HRSA or its data.”

Before

Grants Dashboard Page

Data Downloads Page

After

Grants Dashboard Page

I led the design of the Dashboard Wrapper template.

View live site

Data Downloads Page

I designed the data card layouts with another designer.

Advocating for novice users despite pushback

The project’s goal was to set up a design foundation that improved HDW’s scalability. This required considering novice users’ needs even if there is some pushback from the current users.

Let’s connect

placeholder image

© 2025 | Built with

in Figma Sites

Project

Redesigning a data library for expert and novice users

#Healthcare

#B2B2C

#Government

View live site

Skip to

  • Current state audit
  • Landscape review
  • Stakeholder interviews
  • Website analytics
  • Sitemap analysis
  • Low-fidelity mockups
  • High-fidelity mockups
  • Design system
  • Client design reviews
  • Tech feasibility
  • Prototyping
  • Card-sort
  • Usability testing
  • Hand-off

Overview

Role

User Experience Designer @ Publicis Sapient

Client

HRSA Data Warehouse (HDW)

Timeframe

10 months

Tools

Figma, Screaming Frog, Optimal Workshop, Oracle Infinity, JIRA

The Problem

HDW wanted to attract new users, but major usability issues limited its growth.

Research

Lack of a solid structure impacted opportunities to scale

Navigation issues stemmed from poor information architecture

Pages nested under multiple categories also had similar titles, causing confusion for users.

Other Key Findings

  • Users bookmarked pages to avoid searching for it again.
  • Site analytics show high bounce rates.
  • Support emails had questions about common data sets.

I analyzed site map data and website traffic to identify outdated and popular pages.

“Make data more digestible. There’s so much data that people don’t know where to start.”

“We tried to simplify Data Explorer years ago, but in doing so, it’s not great for expert users.”

I took detailed notes during user interviews and synthesized them into insights with CX&I team.

Three value pillars emerged from 17 stakeholder interviews

  1. Make it easy to find what I need
  2. Give me the tools that are right for me
  3. Give me the context I need to feel confident

Many of the 29 participants wanted the data to be more accessible for the general public. However, it was still crucial that core functionalities remained the same for the frequent users.

Design

How might we balance business needs with end-users’ needs?

The Expert User

Age: 36

Role: Data Analyst

Goal: Paul needs to find funding data on HDW for a HRSA program. He’s making a report on the program’s impact on select population groups. He wants to quickly get in and get out.

The Novice User

Age: 24

Role: Potential Grantee

Goal: Jennifer stumbles upon HDW while researching HRSA grant eligibility. She wants more details on local HRSA funding, but she’s confused on where to begin.

Better callouts to guide novice users

Resource links were scattered all over the place. I introduced callout components to centralize information, orienting new users quicker.

Value Pillar: Give me the context I need to feel confident

I recommended content for the callout components.

A desktop-first approach tailored for expert users

Less than 1% of users accessed the site via mobile, so we prioritized desktop designs for expert users such as internal government employees and researchers.

Value Pillar: Give me the tools that are right for me

I designed responsive low-fidelity and high-fidelity mockups. I suggested dismissible banners to inform mobile users.

Testing & Results

A strong design foundation to support the growing data library

30

participants, representing 10 bureaus

20

usability testing sessions

7

pages of low-fidelity mockups tested

1

new design system

Expert users wanted less scrolling

We conducted usability testing on low-fidelity wireframes for key new pages like Topic Landing Page, Dashboard Wrapper, and the Data Explorer tool.

We received positive and helpful feedback that we used for the high-fidelity wireframes.

I led some usability sessions, and I put together the prototype.

View Prototype

“This design is very friendly to people who are unfamiliar with HRSA or its data.”

Advocating for novice users despite pushback

Beforehand, pages were built for advanced users where they can get in and get out (once they learned how to navigate it). Now, pages are more spaced out to give breathing room and allow users to discover information gradually (via progressive disclosure).

Before

Grants Dashboard Page

Data Downloads Page

After

Grants Dashboard Page

I led the design of the Dashboard Wrapper template.

View live site

Data Downloads Page

I designed the data card layouts with another designer.

View live site