Mobile Technology and Data Analytics to Identify Real-time Predictors of Caregiver Well-Being

February 20, 2023 updated by: Noelle E Carlozzi, University of Michigan
The purpose of this study is to test whether personalized messages from an easy-to-use mobile app improve mood and stress among care partners and to see if care partners like using the app.

Study Overview

Status

Status

Indicates the current recruitment status or the expanded access status.
Completed

Conditions

Conditions

The disease, disorder, syndrome, illness, or injury that is being studied. On ClinicalTrials.gov, conditions may also include other health-related issues, such as lifespan, quality of life, and health risks.

Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.

Study Type

Study Type

Describes the nature of a clinical study. Study types include interventional studies (also called clinical trials), observational studies (including patient registries), and expanded access.
Interventional

Enrollment (Actual)

Enrollment

The number of participants in a clinical study. The "anticipated" enrollment is the target number of participants that the researchers need for the study.
72

Phase

Phase

The stage of a clinical trial studying a drug or biological product, based on definitions developed by the U.S. Food and Drug Administration (FDA). The phase is based on the study's objective, the number of participants, and other characteristics. There are five phases: Early Phase 1 (formerly listed as Phase 0), Phase 1, Phase 2, Phase 3, and Phase 4. Not Applicable is used to describe trials without FDA-defined phases, including trials of devices or behavioral interventions.
  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Locations

  • United States
    • Michigan
      • Ann Arbor, Michigan, United States, 48109
        • The University of Michigan

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Eligibility Criteria

The key requirements that people who want to participate in a clinical study must meet or the characteristics they must have. Eligibility criteria consist of both inclusion criteria (which are required for a person to participate in the study) and exclusion criteria (which prevent a person from participating). Types of eligibility criteria include whether a study accepts healthy volunteers, has age or age group requirements, or is limited by sex.

Ages Eligible for Study

18 years and older (Adult, Older Adult)

Accepts Healthy Volunteers

Yes

Genders Eligible for Study

All

Description

Care Partner Inclusion Criteria:

  • Provide emotional, physical, and/or financial support/assistance to an individual with spinal cord injury (SCI), Huntington's Disease (HD), or hematopoietic cell transplantation (HCT)
  • Have access to necessary resources for participating in a technology-based intervention (smartphone/tablet and internet access) and be willing to use their personal equipment/internet for this study, including downloading the study app and the Fitbit® app on their mobile device
  • Care partners of persons with HD: Be caring for an adult (18 years or older) with a clinical diagnosis of HD
  • Care partners of persons with SCI: Be caring for an adult (18 years or older) that is ≥1 post-injury and sustained a medically documented SCI at age 16 or older
  • Care partners of persons with HCT: Be caring for an adult (18 years or older) who is receiving, has received or is scheduled to receive HCT

Exclusion Criteria:

  • Is a professional, paid caregiver (e.g., home health aide)

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Health Services Research
  • Allocation: Randomized
  • Interventional Model: Parallel Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm

Participant Group / Arm

A group or subgroup of participants in a clinical trial that receives a specific intervention/treatment, or no intervention, according to the trial's protocol.
Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.
Active Comparator: Control
Participants will wear the Fitbit® and provide daily reports of health related quality of life (HRQOL) over a three-month (90 day) period (without the personalized feedback).
Behavioral: Control
Participants will wear the Fitbit® and provide daily reports of HRQOL over a three-month (90 day) period
Experimental: Just-in-time adaptive intervention (JITAI)
Participants will wear the Fitbit®, provide daily reports of health related quality of life (HRQOL) and receive personalized pushes over a three-month (90 day) period.
Behavioral: Just-in-time adaptive intervention (JITAI)
JITAI is an emerging intervention that incorporates passive mobile sensor data feedback (sleep and activity [step] data from a Fitbit ®), and real-time self-reporting of HRQOL via a study specific app called CareQOL to provide personalized feedback via app alert.

What is the study measuring?

Primary Outcome Measures

Primary Outcome Measures

In a clinical study's protocol, the planned outcome measure that is the most important for evaluating the effect of an intervention/treatment. Most clinical studies have one primary outcome measure, but some have more than one.
Outcome Measure
Measure Description
Time Frame
Feasibility and Acceptability as Measured by the Percentage of Agree or Strongly Agree Responses to the Individual Items on the Feasibility Questionnaire
Time Frame: 3 months of wearing the Fitbit and completing the surveys

Items are scaled from 1 to 5 to indicate the level of agreement, where "1" indicates "strong disagreement" and "5" indicates "strong agreement".

Percentages shown are the combined percentage of participants who selected "agree" or "strongly agree" or their equivalent (as labeled).
3 months of wearing the Fitbit and completing the surveys

Secondary Outcome Measures

Secondary Outcome Measures

In a clinical study's protocol, a planned outcome measure that is not as important as the primary outcome measure for evaluating the effect of an intervention but is still of interest. Most clinical studies have more than one secondary outcome measure.
Outcome Measure
Measure Description
Time Frame
Attrition as Measured by the Percent of Participants Completing the Study
Time Frame: 3 months of wearing the Fitbit and completing the surveys
3 months of wearing the Fitbit and completing the surveys
Adherence as Measured by the Percentage of Contributed Data Over the Course of the Study
Time Frame: 3 months of wearing the Fitbit and completing the surveys
Contributed data percentages are shown by caregiver group (HD, SCI, HCT) for daily surveys, daily steps, daily sleep, calculated by number of days of data provided divided by number of total possible days that it could be provided.
3 months of wearing the Fitbit and completing the surveys

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Sponsor

The organization or person who initiates the study and who has authority and control over the study.
University of Michigan

Collaborators

Collaborators

An organization other than the sponsor that provides support for a clinical study. This support may include activities related to funding, design, implementation, data analysis, or reporting.
National Center for Advancing Translational Sciences (NCATS)

Investigators

Investigators

A researcher involved in a clinical study. Related terms include site principal investigator, site sub-investigator, study chair, study director, and study principal investigator.
  • Principal Investigator: Noelle Carlozzi, Ph.D, University of Michigan

Publications and helpful links

The person responsible for entering information about the study voluntarily provides these publications. These may be about anything related to the study.

General Publications

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

Study Start

The actual date on which the first participant was enrolled in a clinical study. The "anticipated" study start date is the date that the researchers think will be the study start date.
November 5, 2020

Primary Completion (Actual)

Primary Completion

The date on which the last participant in a clinical study was examined or received an intervention to collect final data for the primary outcome measure. Whether the clinical study ended according to the protocol or was terminated does not affect this date. For clinical studies with more than one primary outcome measure with different completion dates, this term refers to the date on which data collection is completed for all the primary outcome measures. The "anticipated" primary completion date is the date that the researchers think will be the primary completion date for the study.
June 7, 2021

Study Completion (Actual)

Study Completion

The date on which the last participant in a clinical study was examined or received an intervention/treatment to collect final data for the primary outcome measures, secondary outcome measures, and adverse events (that is, the last participant's last visit). The "anticipated" study completion date is the date that the researchers think will be the study completion date.
June 7, 2021

Study Registration Dates

First Submitted

First Submitted

The date on which the study sponsor or investigator first submitted a study record to ClinicalTrials.gov. There is typically a delay of a few days between the first submitted date and the record's availability on ClinicalTrials.gov (the first posted date).
September 14, 2020

First Submitted That Met QC Criteria

First Submitted That Met QC Criteria

The date on which the study sponsor or investigator first submits a study record that is consistent with National Library of Medicine (NLM) quality control (QC) review criteria. The sponsor or investigator may need to revise and submit a study record one or more times before NLM's QC review criteria are met. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
September 14, 2020

First Posted (Actual)

First Posted

The date on which the study record was first available on ClinicalTrials.gov after National Library of Medicine (NLM) quality control (QC) review has concluded. There is typically a delay of a few days between the date the study sponsor or investigator submitted the study record and the first posted date.
September 21, 2020

Study Record Updates

Last Update Posted (Actual)

Last Update Posted

The most recent date on which changes to a study record were made available on ClinicalTrials.gov. There may be a delay between when the changes were submitted to ClinicalTrials.gov by the study's sponsor or investigator (the last update submitted date) and the last update posted date.
March 21, 2023

Last Update Submitted That Met QC Criteria

Last Update Submitted That Met QC Criteria

The most recent date on which the study sponsor or investigator submitted changes to a study record that are consistent with National Library of Medicine (NLM) quality control (QC) review criteria. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
February 20, 2023

Last Verified

Last Verified

The most recent date on which the study sponsor or investigator confirmed the information about a clinical study on ClinicalTrials.gov as accurate and current. If a study with a recruitment status of recruiting; not yet recruiting; or active, not recruiting has not been confirmed within the past 2 years, the study's recruitment status is shown as unknown.
February 1, 2023

More Information

Terms related to this study

Keywords

Other Study ID Numbers

Other Study ID Numbers

Identifiers or ID numbers other than the NCT number that are assigned to a clinical study by the study's sponsor, funders, or others. These numbers may include unique identifiers from other trial registries and National Institutes of Health grant numbers.
  • HUM00184455
  • UL1TR002240 (U.S. NIH Grant/Contract)

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

YES

IPD Plan Description

Participant data collected during the trial, after de-identification, will be available for sharing with individuals in the scientific community, upon request. The data will be available after the acceptance for publication of the main findings from the final dataset. The University of Michigan Project Manager will coordinate requests for data and maintain documentation for requests and distributions. An institutional data use agreement will be required before data is shared.

IPD Sharing Time Frame

The data will be available after the acceptance for publication of the main findings from the final dataset.

IPD Sharing Access Criteria

Data is available upon request to the project manager. Requests for data sharing should be emailed to PMR-CODAlab@med.umich.edu.

IPD Sharing Supporting Information Type

  • STUDY_PROTOCOL
  • ICF

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

product manufactured in and exported from the U.S.

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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