Understanding health in the Cherokee Nation using machine learning.
Official title: Using a Novel Machine Learning Based Data Integration Procedure to Understand the Cherokee Nation Community Population Health
Funded at Cherokee Nation · NIH-10904925 · Data updated 2026-11-12
This study is looking at the health and habits of the Cherokee Nation community by using new technology to combine different health survey data, so we can get a clearer picture of their unique health needs and share the results to help improve health programs in the community.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Cherokee Nation NIH-funded |
| Lab location | 1 site (Tahlequah, United States) |
| Project start | September 20, 2021 |
| Project end | July 31, 2025 |
| Funding year | 2024 |
| Award (this year) | $90,962 |
| NIH project number | 5S06GM142119-04 |
| Project ID | NIH-10904925 on NIH RePORTER |
Who could benefit from this research
✓Could help
Ideal candidates for this research include members of the Cherokee Nation, particularly those aged 21 and older, who are willing to participate in health surveys.
✕Less likely to help
Patients who are not members of the Cherokee Nation or those under 21 years old may not receive benefits from this research.
What this research studies
This research investigates the health and behavior of the Cherokee Nation community by utilizing a novel machine learning approach to integrate data from various health surveys. The project aims to address the limitations of existing health surveys that often underrepresent American Indian populations due to small sample sizes. By combining data from both probability and non-probability samples, the researchers hope to improve the accuracy of health assessments and better understand the unique health challenges faced by this community. The findings will be shared with local stakeholders to enhance community health initiatives.
Why it matters
Potential benefit: If successful, this research could lead to more accurate health assessments and targeted interventions for the Cherokee Nation, ultimately improving health outcomes.
How similar studies have gone: Previous research has shown that integrating diverse data sources can enhance the understanding of health disparities in underrepresented populations, indicating potential success for this approach.
Where this research is happening
-
Cherokee Nation
Tahlequah, United States Active
Researchers
- Principal investigator: Chen, Sixia — Cherokee Nation
- Study coordinator: Chen, Sixia
Related research
Other NIH-funded projects on the same topics.
-
Cherokee Nation ARCH: A Center to Understand Autism in Tribal Communities
A center will partner with Cherokee Nation to study autism in Native children, building research foundations to improve diagnosis and access to care.
-
NARCH Summer Scholars in Tribal Health Research
A funding opportunity to support students from Cherokee Nation in gaining hands-on health research experience and mentorship to build a pipeline into Tribal health careers.
-
Interprofessional Outpatient Therapy for Native Americans with Low Back Pain
A collaborative outpatient program using physical and occupational therapy to help Cherokee Nation members manage low back pain without relying on drugs or surgery.
-
Barriers and Facilitators to Cognitive Evaluation and Diagnosis for Cherokee Older Adults
This grant helps improve how dementia is detected and managed for Cherokee older adults through interviews, expert input, and a care pathway in tribal clinics.
-
Cherokee Nation Native American Research Centers for Health program grant
A tribal partnership project to grow science capacity and career pathways so Cherokee Nation researchers can address health disparities in their communities.
-
Cherokee Nation Native American Research Centers for Health (NARCH) program
A tribal-centered NIH program to build research capacity and train the next generation of scientists to study health disparities affecting Cherokee Nation members.
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page.