Researchers created a new Healthy Eating Index Report that shows people how their diet compares to healthy eating guidelines in a way that is easy to understand. According to Gram Research analysis, testing with 12 adults showed the report successfully communicated diet quality information through simplified language, clear graphics, and personalized feedback. The tool was redesigned twice based on user feedback to improve clarity and usefulness for research participants.

Researchers at the National Cancer Institute created a new report that shows people how healthy their eating habits are compared to national guidelines. The Healthy Eating Index (HEI) Report was tested with 12 adults who used eye-tracking technology and answered questions about the tool. According to Gram Research analysis, the report was redesigned multiple times based on what users found confusing or helpful. The final version uses simple language, colorful graphics, and personalized feedback to help research participants understand their diet quality. This tool could help researchers keep people engaged in nutrition studies while giving them useful information about their eating patterns.

Key Statistics

A 2021 cross-sectional user-testing study of 12 adults found that the Healthy Eating Index Report was successfully redesigned based on participant feedback to improve clarity and usability for communicating diet quality information.

Researchers conducted two rounds of user testing with six participants each, using eye-tracking technology and qualitative interviews to identify and implement high-priority design changes that made the diet quality report easier to understand.

The final Healthy Eating Index Report incorporated simplified instructions, a resources page, personalized language, and improved visual graphics based on user feedback, demonstrating feasibility and acceptability for participant-facing nutrition communications.

The Quick Take

  • What they studied: Can a new diet quality report be easy to understand and useful for regular people?
  • Who participated: Twelve adults across the United States tested the report in two separate groups of six people each between March and October 2021.
  • Key finding: The report was successfully redesigned based on user feedback to make it clearer and more helpful, with changes made to language, graphics, colors, and how information was presented.
  • What it means for you: If you participate in nutrition research studies, you may receive a personalized report showing how your diet compares to healthy eating guidelines. This tool is designed to be easy to understand and actually useful rather than confusing.

The Research Details

This study used a mixed-methods approach, which means researchers combined two different ways of gathering information. First, they used eye-tracking technology that follows where people look on a screen to see which parts of the report grabbed attention. Second, they conducted interviews where participants explained what they understood, what confused them, and what they liked or disliked about the report.

The study happened in two rounds. In the first round, six people tested the report and gave feedback. The researchers then made changes based on what they learned. In the second round, six different people tested the improved version and provided additional feedback. This cycle of testing, learning, and improving is called iterative design.

All interviews were recorded and written out word-for-word so researchers could carefully analyze what people said. The eye-tracking data helped confirm what the interviews revealed about which parts of the report were confusing or easy to understand.

This research approach is important because it focuses on real people’s experiences rather than just what researchers think is best. Many scientific tools are created by experts who forget that regular people might not understand technical language or complex graphics. By testing with actual users and watching where they look and what confuses them, researchers can create tools that actually work for the people who use them.

This study has some important strengths and limitations to understand. The strength is that it used two different methods (eye-tracking and interviews) to understand the same problem, which gives more reliable results. The researchers also tested the tool twice and made improvements between rounds, showing they took user feedback seriously. However, the sample size was small (only 12 people), so the results may not represent everyone’s experience. The study also only tested the report’s design and clarity, not whether it actually changed people’s eating habits or helped them stay involved in research studies.

What the Results Show

The Healthy Eating Index Report was successfully developed and improved through user testing. The researchers found that participants could understand the report better when it used simpler language, clearer instructions, and more intuitive graphics. Key changes made based on feedback included simplifying the title page, adding a resources page with helpful links, using personalized language that spoke directly to each person, and improving how the diet quality information was displayed visually.

The eye-tracking data showed that people naturally looked at certain parts of the report first, and the researchers used this information to reorganize content so the most important information was in the places where people naturally looked. Colors and visual design were also adjusted to make the report less overwhelming and easier to navigate.

Both rounds of testing showed that the report was feasible, meaning it was practical and possible to use, and acceptable, meaning people found it valuable and wanted to receive this kind of feedback. Participants appreciated getting personalized information about their diet that was presented in a way they could actually understand.

Beyond the main findings, the research showed that participants valued having a resources page with additional information they could explore. People also responded well to personalized language that made them feel the report was specifically created for them rather than generic. The study found that visual elements like graphs and color-coding helped people quickly understand their diet quality without having to read lots of text.

The Healthy Eating Index has been used for many years by nutrition researchers to measure diet quality in large studies. However, it was primarily designed for researchers to analyze data, not for individual people to understand their own eating patterns. This new HEI Report takes the same science but redesigns it specifically for people to use and understand. This bridges a gap between research tools and patient-friendly communication, which is an increasingly important focus in nutrition science.

The study tested the report with only 12 people, which is a small number. These participants may not represent everyone’s needs or preferences. The study also only tested whether people could understand the report, not whether receiving this feedback actually changed their eating habits or kept them more engaged in research studies. Additionally, all testing was done remotely during 2021, which may have affected how people interacted with the tool. The study did not test the report with people from different educational backgrounds or age groups, so we do not know if it works equally well for everyone.

The Bottom Line

If you participate in nutrition research studies, you may be offered a personalized Healthy Eating Index Report. This report is designed to be easy to understand and provide useful feedback about your diet quality. The evidence suggests this tool is helpful for understanding how your eating compares to national guidelines. However, remember that understanding your diet quality is just the first step. Making actual changes to your eating habits requires additional support and motivation beyond just receiving a report.

This research matters most to people who participate in nutrition studies and researchers who want to keep participants engaged. It also matters to healthcare providers and nutritionists who want to give patients clear feedback about their diet. This tool is designed for adults and may need to be adapted for children or people with different literacy levels.

You should be able to understand your personalized report immediately after receiving it. However, using the information to actually change your eating habits typically takes weeks to months of consistent effort. The report is meant to provide motivation and clarity, but lasting dietary changes require ongoing support and practice.

Frequently Asked Questions

What is the Healthy Eating Index Report and how does it work?

The Healthy Eating Index Report is a personalized tool that compares your eating habits to national dietary guidelines. It uses information from a food questionnaire to calculate a score showing your diet quality, then presents this information with simple language, graphics, and personalized feedback so you can understand how healthy your eating patterns are.

Who should use the Healthy Eating Index Report?

The report is designed for adults participating in nutrition research studies. It may also be useful for anyone wanting to understand their diet quality compared to national recommendations. However, the current version was tested with a small group, so it may work better for some people than others.

Will the Healthy Eating Index Report help me lose weight or eat healthier?

The report provides clear feedback about your diet quality, which can motivate you to make changes. However, receiving the report alone does not guarantee weight loss or dietary improvements. You will need to use the information to set goals and make actual changes to your eating habits, ideally with support from a healthcare provider or nutritionist.

How was the Healthy Eating Index Report tested to make sure it works?

Researchers tested the report with 12 adults using eye-tracking technology to see which parts people looked at and interviews to understand what confused them. The report was redesigned twice based on feedback. This testing showed the report was easy to understand and useful for people.

Can I get my own Healthy Eating Index Report?

The Healthy Eating Index Report is currently available through the National Cancer Institute’s Diet History Questionnaire III, primarily for research participants. Check with any nutrition research studies you participate in to see if they offer this personalized feedback tool.

Want to Apply This Research?

  • Track your Healthy Eating Index score weekly by taking the Diet History Questionnaire again and comparing your new score to your previous results. Record the specific categories where you improved or declined.
  • Use your personalized report to identify one food category to improve each week. For example, if your report shows you eat fewer vegetables than recommended, set a goal to add one extra serving of vegetables to your daily meals.
  • Create a simple chart showing your HEI score over time. Take the questionnaire monthly and watch how your score changes as you make dietary improvements. Share your progress with a friend or family member for accountability.

This research describes the development and testing of a communication tool, not a medical treatment or dietary intervention. The Healthy Eating Index Report is designed to provide feedback about diet quality but should not replace professional medical or nutritional advice. If you have specific health concerns or dietary needs, consult with a healthcare provider or registered dietitian. The study involved a small sample size and was conducted in a research setting, so results may not apply to all populations or real-world use. Always discuss any significant dietary changes with your healthcare provider, especially if you have existing health conditions or take medications that interact with food.

This research translation is published by Gram Research, the science division of Gram, an AI-powered nutrition tracking app.

Source: Development and Mixed Methods User-Testing of the Healthy Eating Index (HEI) Report for Feedback to Research Participants. , Journal of the Academy of Nutrition and Dietetics (2026). PubMed 42810711 | DOI
Topics
Healthy Eating Index diet quality nutrition feedback dietary assessment personalized nutrition research participant engagement user testing nutrition communication