Using algorithms to improve communication about cancer care goals

Algorithm-enabled Patients Activated in Cancer care through Teams (A-PACT) toimprove goals of care communication for people with cancer

['FUNDING_R37'] · EMORY UNIVERSITY · NIH-11027181

This study is looking to improve how cancer patients talk about their care goals by having friendly health workers reach out to them over the phone between doctor visits, especially for those who might need it most, to help make sure they get the support they need and avoid unnecessary hospital trips.

Quick facts

Phase['FUNDING_R37']
Study typeNih_funding
SexAll
SponsorEMORY UNIVERSITY (nih funded)
Locations1 site (ATLANTA, UNITED STATES)
Trial IDNIH-11027181 on ClinicalTrials.gov

What this research studies

This research focuses on enhancing conversations about goals of care (GoC) for cancer patients, which are essential for discussing prognosis and advance care planning. It employs a telephonic intervention led by lay health workers to engage patients in these important discussions between their oncology visits. The study aims to utilize machine learning algorithms to identify high-risk patients who would benefit from these conversations, thereby improving communication and reducing unnecessary hospitalizations. By automating the identification process, the research seeks to make this intervention more scalable in community oncology settings.

Who could benefit from this research

Good fit: Ideal candidates for this research are cancer patients who may benefit from enhanced discussions about their care goals and preferences.

Not a fit: Patients who are not currently undergoing cancer treatment or those who do not wish to engage in discussions about their care goals may not benefit from this research.

Why it matters

Potential benefit: If successful, this research could lead to improved communication about care preferences and reduced hospitalizations for cancer patients.

How similar studies have performed: Previous studies have shown success with similar interventions, indicating that structured communication can significantly improve patient outcomes.

Where this research is happening

ATLANTA, UNITED STATES

Researchers

About this research

  1. This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
  2. Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
  3. For full project details, budget, and progress reports, visit the official NIH RePORTER page below.

View on NIH RePORTER →

Last reviewed 2026-05-15 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.