Behavioral AI to Predict and Increase Peritoneal Dialysis Uptake (NCT06533254)
Use of Behavioral Artificial Intelligence to Predict and Increase Uptake of Peritoneal Dialysis [AI-Dialysis]
🩺 Plain-English Summary (8th-Grade Level)
Scaled Insights Behavioral AI will be used to improve clinicians ability to detect and understand: The likelihood of patients with kidney failure opting for peritoneal dialysis and to select the right personalized nudge to get CKD patients to choose peritoneal dialysis Scaled Insights' can utilize the data from this study to develop individualized nudges for healthcare professionals that can be broadly deployed within a digital platform so that clinics across the English speaking world can use it as a means of supporting patients with CKD in selecting peritoneal dialysis treatment. Using Scaled Insights novel Behavioral Artificial Intelligence solution, the proposed project has two aims: 1. to identify personality attributes of patients with Chronic Kidney Disease and correlating their personality attributes with their subsequent choice of dialysis. Once correlated into personality based clusters, the AI Model will then be able will determine which personality cluster each net new patient will fall into and therefore predict their specific likelihood of opting for peritoneal dialysis or hemodialysis 2. once prediction is possible, customized nudges towards the selection of PD will be developed and tested to improve the likelihood that patients will opt for peritoneal dialysis Hypotheses: 1. Scaled Insights Behavioral AI will identify the personality characteristics of patients with Chronic Kidney Disease who are likely to opt for both peritoneal dialysis and hemodialysis (Phase 1) 2. Scaled Insights Behavioral AI will identify the nudges that are most effective in encouraging or supporting patients with Chronic Kidney Disease in choosing peritoneal dialysis over hemodialysis (Phase 2)
Who can join: Review the eligibility criteria below.
Location: Dallas Renal Group — Dallas, Texas
Age range: 18 Years
🧪 Interventions in This Study
- Predicting choice of dialysis (OTHER)
- Behavioral nudges (BEHAVIORAL)
📋 "Do I Qualify?" — 1-Minute Self Screener
Instant ChecklistFull eligibility criteria are available on the official NIH protocol. View the criteria ↗
📍 All Participating Trial Locations (1 Sites)
- Dallas Renal Group — Dallas, Texas
📞 Contact the Study Coordinator
Phone: +44 7929404094
Email: sflint@scaledinsights.com
Coordinator details come directly from the registered NIH protocol. Confirm the study is still recruiting before traveling.
💰 Cost, Insurance & Patient Rights
- 100% Free Items: The investigational treatment and protocol-required procedures are supplied at zero cost by the sponsor.
- Routine Patient Care: Under federal law (ACA § 2709) and many state statutes, routine care costs are covered during participation.
- Voluntary Participation: You may withdraw at any time without affecting your standard medical care.
More studies in Chronic Kidney Disease
- Trial to Evaluate and Assess the Effect of Comprehensive Pre-ESKD Education on Home Dialysis Use in Veterans — Gainesville, Florida
- A Study Called FINE-REAL to Learn More About the Use of the Drug Finerenone in a Routine Medical Care Setting — Huntsville, Alabama
- Nitrite-boosting Therapy for Improving Physiological Function in Patients With Chronic Kidney Disease — Boulder, Colorado
- "Residual Kidney Function and Oxidative Stress in Incremental vs Standard Peritoneal Dialysis (2 Mexican Centers)" — León, Guanajuato
- Dine and DASH Into Wellness Pilot Study — Durham, North Carolina
- An Observational Study to Learn More About How Safe Finerenone is and How Well it Works in People With Chronic Kidney Disease and Type 2 Diabetes in Routine Medical Care in the United States — Whippany, New Jersey
Explore by condition: All Chronic Kidney Disease clinical trials
💡 How to Participate
- Check the checklist above to see if you may qualify.
- Contact the study coordinator using the phone/email above.
- Ask about the visit schedule, what is covered at no cost, and any travel support.
- Confirm with your own doctor before making a decision.