NCT05794178

Brief Summary

The goal of this clinical trial is to test a precision (person-specific and context-sensitive) messaging algorithm for increasing physical activity and slowing weight gain in insufficiently-active young adults. The main questions it aims to answer are:

  • Does physical activity increase more when text messages are sent based on a precision rule for selecting and timing messages compared to when the same message content is selected and sent at random or not at all?
  • Do biological or social characteristics of young adults make them more likely to respond positively to the precision messaging intervention than either of the other two interventions? Participants will be provided with education about health-enhancing physical activity and given an activity tracker to wear for 12 months. They will then be randomly assigned to one of three groups. Participants in one group (Precision AIM) will receive up to 4 messages/day selected and timed based on a person-specific algorithm that forecasts possible message effects periodically throughout the day. Messages will be drawn from one of three content libraries: move more, sit less, or inspirational quotes. Participants in a second group (Random AIM) will receive 4 messages/day selected at random from the same three content libraries and delivered at random times within their availability window. Participants in the third group (No AIM) will receive not motivational messages but will randomly assigned to the Random AIM group will receive up to 4 messages/day drawn at random from three content libraries at randomly-selected times. Step counts and weight will be assessed at baseline, and at 3 months, 6 months, 12 months, and 18 months. Researchers will compare Precision AIM, Random AIM and No AIM groups to see if physical activity increased more and weight gain was slower in Precision AIM than Random AIM or No AIM after 3, 6, and 12 months of intervention, and 6 months after the intervention is complete (18 months).

Trial Health

77
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
360

participants targeted

Target at P75+ for not_applicable

Timeline
7mo left

Started Mar 2023

Longer than P75 for not_applicable

Geographic Reach
1 country

2 active sites

Status
recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

Study Progress85%
Mar 2023Nov 2026

First Submitted

Initial submission to the registry

March 20, 2023

Completed
11 days until next milestone

Study Start

First participant enrolled

March 31, 2023

Completed
3 days until next milestone

First Posted

Study publicly available on registry

April 3, 2023

Completed
3.2 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

May 31, 2026

Expected
6 months until next milestone

Study Completion

Last participant's last visit for all outcomes

November 30, 2026

Last Updated

September 16, 2025

Status Verified

September 1, 2025

Enrollment Period

3.2 years

First QC Date

March 20, 2023

Last Update Submit

September 9, 2025

Conditions

Outcome Measures

Primary Outcomes (1)

  • Average daily step counts (6 months)

    Average daily step counts recorded by Actigraph accelerometer over a 7-day monitoring period

    Change from baseline to 6 months

Secondary Outcomes (14)

  • Average daily step counts (12 months)

    Change from baseline to 12 months

  • Average daily step counts (18 months)

    Change from 12 months to 18 months

  • Weight (6 months)

    Change from baseline to 6 months

  • Weight (12 months)

    Change from baseline to 12 months

  • Weight (18 months)

    Change from 12 months to 18 months

  • +9 more secondary outcomes

Study Arms (3)

Precision AIM

EXPERIMENTAL

Education + activity monitor + up to 4 text messages/day, each drawn from one of 3 content libraries and timed based on a person- and context-specific algorithm that will be updated monthly based on incoming data (within a participant-defined availability window)

Behavioral: EducationBehavioral: Activity trackerBehavioral: Text messaging (precision dosing)

Random AIM

ACTIVE COMPARATOR

Education + activity monitor + up to 4 text messages/day, each drawn from one of 3 content libraries and timed at random (within a participant-defined availability window).

Behavioral: EducationBehavioral: Activity trackerBehavioral: Text messaging (random timing and selection)

No AIM

ACTIVE COMPARATOR

Education + activity monitor

Behavioral: EducationBehavioral: Activity tracker

Interventions

EducationBEHAVIORAL

Education about health benefits of physical activity, 2018 US Physical Activity Guidelines, assigned goals tailored to baseline step counts, and worksheet to develop action and coping plans (three of each)

No AIMPrecision AIMRandom AIM

Fitbit activity tracker and mobile app to provide ad libitum behavioral feedback and self-regulatory support

No AIMPrecision AIMRandom AIM

Four text messages/day at random times within a participant's availability window and drawn at random from one of three content libraries (move more \[40%\], sit less \[40%\], inspirational quotes \[20%\])

Random AIM

Up to four text messages/day within a participant's availability window, timed and selected from one of three content libraries (move more, sit less, inspirational quotes) based on a person-specific dynamic model and contextual data

Precision AIM

Eligibility Criteria

Age18 Years - 29 Years
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64)

You may qualify if:

  • own an iPhone or Android smartphone that they would be willing to download the Fitbit app onto and sync with a Fitbit tracker and a custom, AIM app
  • willing to wear a Fitbit tracker almost continually (23.5 hours/day) for a 12- month period of time
  • free of visual impairment that would interfere with the receipt of text messages on their phone
  • capable of reading, speaking and understanding English and of giving informed consent
  • willing to complete a full 18-month study protocol

You may not qualify if:

  • self-report sufficient aerobic activity to meet 2018 Physical Activity Guidelines for American adults
  • research-grade accelerometer records sufficient aerobic physical activity to meet 2018 Physical Activity Guidelines for American adults
  • living outside the continental US
  • one or more contraindications to physical activity
  • require an assistive device for mobility or have any other condition that may limit or prevent participation in moderate-intensity physical activity
  • pregnant or planning to become pregnant within the next 12 months
  • prior diagnosis of cancer, cardiovascular disease, diabetes or metabolic syndrome
  • concurrent participation in another research study involving physical activity or weight loss
  • planning to have surgery or relocate outside the continental US within the next year.

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (2)

University of Michigan

Ann Arbor, Michigan, 48109, United States

RECRUITING

The Pennsylvania State University

University Park, Pennsylvania, 16802, United States

COMPLETED

MeSH Terms

Conditions

Sedentary BehaviorWeight Gain

Interventions

Educational StatusFitness Trackers

Condition Hierarchy (Ancestors)

BehaviorBody Weight ChangesBody WeightSigns and SymptomsPathological Conditions, Signs and Symptoms

Intervention Hierarchy (Ancestors)

Socioeconomic FactorsPopulation CharacteristicsDiagnostic EquipmentEquipment and SuppliesWearable Electronic DevicesElectrical Equipment and Supplies

Study Officials

  • David E Conroy, PhD

    University of Michigan

    PRINCIPAL INVESTIGATOR
  • Constantino M Lagoa, PhD

    The Pennsylvania State University

    PRINCIPAL INVESTIGATOR

Central Study Contacts

Ann Mehringer

CONTACT

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
TRIPLE
Who Masked
PARTICIPANT, INVESTIGATOR, OUTCOMES ASSESSOR
Purpose
PREVENTION
Intervention Model
PARALLEL
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Bickner Chair of Kinesiology and Professor of Kinesiology, School of Kinesiology

Study Record Dates

First Submitted

March 20, 2023

First Posted

April 3, 2023

Study Start

March 31, 2023

Primary Completion (Estimated)

May 31, 2026

Study Completion (Estimated)

November 30, 2026

Last Updated

September 16, 2025

Record last verified: 2025-09

Locations