University of Michigan
Ann Arbor, Michigan, 48109, United States
NCT Number: NCT03121651
This is a pilot study to develop a reinforcement learning (RL)-adaptive visual and interactive support application (hereafter RL-adaptive support) to help young adults with spina bifida or cerebral palsy become more independent with medication management. Individuals with disabilities who are empowered to manage several aspects of their lives can ultimately be better integrated into and contribute more to society.
Looking for future studies?
Notify Me18 year–99 year
All sexes
Interventional
Not applicable
Ann Arbor, Michigan, 48109, United States
In this study, an application will be iteratively developed and tested using RL-adaptive support for young adults with disabilities, with the goal to promote the transition to independent self-medication administration among young adults with cerebral palsy and spina bifida.
Stochastic mathematical models of how individuals with varying levels of executive function and psychomotor skills will respond to the interventions (i.e. the different types and formats of messages) of the RL-adaptive support will be developed.
Up to 6 dyads of individuals with disabilities and their caregivers were intended to be recruited to collaborate in defining the features and content of the RL-adaptive support. The investigators recruited 3 dyads.
The steps in developing the RL-adaptive support include having the dyads use for approximately 6 weeks each:
The goal was to reduce the number of caregiver prompts necessary for the medication pillbox to be opened. Using these data, the number and type of prompts necessary for the caregiver to open the electronic pillbox can be determined. In case the young adult does not open the electronic pillbox within two hours, the caregiver will be notified so that pills are not missed. In each step, the useful features of the system will be determined via qualitative and quantitative feedback with specific suggestions about how to improve this supportive system.
Healthy volunteers accepted: No
Only the study team can determine whether someone qualifies for participation.
Inclusion criteria
For young adult:
For parent/caregiver:
Exclusion criteria
Up to 6 dyads of individuals with disabilities and their caregivers will be recruited to collaborate in defining the features and content of the RL-adaptive support. The steps in developing the RL-adaptive support include having the dyads use for approximately 6 weeks each:
The goal is to reduce the number of caregiver prompts necessary for the medication pillbox to be opened.
Time frame: at least 18 weeks after beginning study
Qualitative feedback
Time frame: End of each phase, which lasts approximately 6 weeks
Qualitative feedback
Time frame: End of each phase, which lasts approximately 6 weeks
Qualitative feedback
Time frame: End of each phase, which lasts approximately 6 weeks
Qualitative feedback
University of Michigan
Other
Acronym: M-MIND
OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.
View the official ClinicalTrials.gov record (opens in a new tab)This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.
Published trials that share one or more normalized conditions with this study.
NCT07706517
Brain Damage, Chronic, Brain Diseases
Saint-Etienne, France
View Trial DetailsNCT01961557
Brain Damage, Chronic, Brain Diseases
Bethesda, Maryland, United States
View Trial DetailsNCT03797378
Autoimmune Diseases, Autoimmune Diseases of the Nervous System
Birmingham, Alabama, United States
View Trial DetailsNCT02938130
Brain Damage, Chronic, Brain Diseases
Pittsburgh, Pennsylvania, United States
View Trial Details