- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT02997943
SMART Weight Loss Management (SMART)
May 17, 2021 updated by: Bonnie Spring, Northwestern University
The overall objective of this study is to use an innovative experimental approach, the SMART (Sequential Multiple Assignment Randomized Trial), to determine the best way to sequence the delivery of mHealth tools and traditional treatment components in a stepped program of obesity treatments.
The SMART approach is a highly efficient strategy for identifying and constructing efficacious adaptive interventions: it accommodates sequential decision-making based on the participant's response to early weight loss treatment components.
The proposed treatment package begins with the least expensive components, and for participants identified as treatment non-responders, provides sequential step-up of additional treatment components.
By sequentially delivering treatment components based on participant response, SMART permits achievement of the target outcome, weight loss, with least resource consumption and participant burden.
Study Overview
Status
Completed
Conditions
Detailed Description
The proposed study seeks to develop an effective, resource-sensitive strategy to manage weight loss treatment for obesity.
During the 12-week active intervention phase, participants will be randomized to one of two first-line treatments: 1) mobile app alone (APP) or 2) app plus weekly telephone coaching sessions (APP+C).
Beginning at week 2, those who are identified as treatment non-responders (did not lose an average of 0.5 lbs/week) will be re-randomized to one of two augmentation tactics: 1) Modest Step-up, operationalized as the addition of an additional mHealth component, or 2) Vigorous Step-up, operationalized as the addition of an additional mHealth component plus a traditional weight loss intervention component.
Treatment responders will continue with the same first-line treatment.
Treatment response be re-assessed at weeks 4 and 8.
Those identified as treatment non-responders will be re-randomized at that time.
Study Type
Interventional
Enrollment (Actual)
400
Phase
- 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
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Illinois
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Chicago, Illinois, United States, 60611
- Northwestern University
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-
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
Ages Eligible for Study
18 years to 60 years (ADULT)
Accepts Healthy Volunteers
Yes
Genders Eligible for Study
All
Description
Inclusion Criteria:
- 18 through 60 years old
- BMI between 27 - 45 kg/m2
- < 350 lbs
- Weight stable (no loss or gain >25 lbs. for the past 6 months)
- Interested in losing weight and not enrolled in a formal weight loss program or taking medications or supplements that may cause weight change
- Own a Smartphone and be willing to install the SMART App
- Reside in the Chicago area for the duration of their participation (12 months)
Exclusion Criteria:
- Unstable medical conditions (uncontrolled hypertension, diabetes - uncontrolled or treated with insulin, uncontrolled hypothyroidism, unstable angina pectoris, transient ischemic attack, cancer undergoing active treatment, cerebrovascular accident or myocardial infarction within the past six months, or Crohn's disease)
- Pregnancy, lactation, or intended pregnancy
- Active suicidal ideation, anorexia, bulimia, binge eating disorder, current substance abuse or dependence (besides nicotine dependence)
- Require assistive device for mobility or current condition that may limit or prevent participation in moderate activity
- Use of pacemaker or other electrical implanted device
- History of bariatric (or LapBand) surgery, or considering or currently on a wait-list for bariatric or LapBand surgery
- May not live with a current or past SMART study participant
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: TREATMENT
- Allocation: RANDOMIZED
- Interventional Model: FACTORIAL
- Masking: SINGLE
Arms and Interventions
Participant Group / Arm |
Intervention / Treatment |
|---|---|
|
EXPERIMENTAL: Step 1: Optimal First Line Treatment
Participants will first be randomized to an optimal first line treatment in order to compare APP vs. APP + coaching.
Participants assigned to Step 1 treatment "APP" will receive a study-specific smartphone application.
Participants assigned to Step 1 treatment "APP + coaching" will receive a study-specific smartphone application plus 12 weekly telephone coaching sessions.
|
Participants will receive a smartphone app to track weight, dietary intake and physical activity, and a technology core consisting of web-based weekly lessons, wireless scale, and activity tracker.
Participants will use their own smartphone to receive the study smartphone application.
Participants will receive a smartphone app to track weight, dietary intake and physical activity; a technology core consisting of web-based weekly lessons, wireless scale, and activity tracker; 12 weekly telephone coaching sessions.
Participants will use their own smartphone to receive the study smartphone application.
|
|
EXPERIMENTAL: Step 2: Optimal Strategy to Address Nonresponse
Beginning at week 2, participants who are identified as treatment non-responders will be re-randomized in order to compare two strategies to address non-response: a modest step-up or vigorous step-up treatment augmentation tactic.
Step 2 treatment strategy: modest step-up will include provision of an additional mHealth intervention component (push notifications).
Step 2 treatment strategy vigorous step-up will include provision of an additional mHealth intervention component (push notifications), plus a traditional weight loss intervention component (coaching, meal replacements).
Participants will continue to receive their first line treatment.
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In addition to first line treatment, participants identified as non-responders will be provided an additional mHealth intervention component (push notifications) for the remaining 12 weeks.
In addition to the first line treatment, participants identified as non-responders will be provided an additional mHealth intervention component (push notifications) plus a traditional weight loss intervention component (coaching, meal replacements).
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What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Change in weight at 6 months
Time Frame: baseline, 6 months
|
Weight measured in the lab, taken without shoes, wearing light clothing on a calibrated beam balance scale
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baseline, 6 months
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Other Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Change in weight at 12 months
Time Frame: baseline, 12 months
|
Weight measured in the lab, taken without shoes, wearing light clothing on a calibrated beam balance scale
|
baseline, 12 months
|
|
Cost effectiveness
Time Frame: 12 months
|
Cost/pound lost of each study sequence embedded within the SMART design.
|
12 months
|
Collaborators and Investigators
This is where you will find people and organizations involved with this study.
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
- Nahum-Shani I, Smith SN, Spring BJ, Collins LM, Witkiewitz K, Tewari A, Murphy SA. Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support. Ann Behav Med. 2018 May 18;52(6):446-462. doi: 10.1007/s12160-016-9830-8.
- Pfammatter AF, Nahum-Shani I, DeZelar M, Scanlan L, McFadden HG, Siddique J, Hedeker D, Spring B. SMART: Study protocol for a sequential multiple assignment randomized controlled trial to optimize weight loss management. Contemp Clin Trials. 2019 Jul;82:36-45. doi: 10.1016/j.cct.2019.05.007. Epub 2019 May 23.
- Spring B, Pfammatter A, Alshurafa N. First Steps Into the Brave New Transdiscipline of Mobile Health. JAMA Cardiol. 2017 Jan 1;2(1):76-78. doi: 10.1001/jamacardio.2016.4440. No abstract available.
- Spring B, Stump T, Penedo F, Pfammatter AF, Robinson JK. Toward a health-promoting system for cancer survivors: Patient and provider multiple behavior change. Health Psychol. 2019 Sep;38(9):840-850. doi: 10.1037/hea0000760.
- Walton A, Nahum-Shani I, Crosby L, Klasnja P, Murphy S. Optimizing Digital Integrated Care via Micro-Randomized Trials. Clin Pharmacol Ther. 2018 Jul;104(1):53-58. doi: 10.1002/cpt.1079. Epub 2018 Apr 19.
- Almirall D, Kasari C, McCaffrey DF, Nahum-Shani I. Developing Optimized Adaptive Interventions in Education. J Res Educ Eff. 2018;11(1):27-34. doi: 10.1080/19345747.2017.1407136. Epub 2017 Nov 29.
- Wagner B 3rd, Liu E, Shaw SD, Iakovlev G, Zhou L, Harrington C, Abowd G, Yoon C, Kumar S, Murphy S, Spring B, Nahum-Shani I. ewrapper: Operationalizing engagement strategies in mHealth. Proc ACM Int Conf Ubiquitous Comput. 2017 Sep;2017:790-798. doi: 10.1145/3123024.3125612.
- Welch WA, Spring B, Phillips SM, Siddique J. Moderating Effects of Weather-Related Factors on a Physical Activity Intervention. Am J Prev Med. 2018 May;54(5):e83-e89. doi: 10.1016/j.amepre.2018.01.025. Epub 2018 Mar 15.
- Booth JN 3rd, Allen NB, Calhoun D, Carson AP, Deng L, Goff DC Jr, Redden DT, Reis JP, Shimbo D, Shikany JM, Sidney S, Spring B, Lewis CE, Muntner P. Racial Differences in Maintaining Optimal Health Behaviors Into Middle Age. Am J Prev Med. 2019 Mar;56(3):368-375. doi: 10.1016/j.amepre.2018.10.020.
- Nahum-Shani I, Ertefaie A, Lu XL, Lynch KG, McKay JR, Oslin DW, Almirall D. A SMART data analysis method for constructing adaptive treatment strategies for substance use disorders. Addiction. 2017 May;112(5):901-909. doi: 10.1111/add.13743. Epub 2017 Feb 18.
- Lu X, Nahum-Shani I, Kasari C, Lynch KG, Oslin DW, Pelham WE, Fabiano G, Almirall D. Comparing dynamic treatment regimes using repeated-measures outcomes: modeling considerations in SMART studies. Stat Med. 2016 May 10;35(10):1595-615. doi: 10.1002/sim.6819. Epub 2015 Dec 6.
- Spring B, Champion KE, Acabchuk R, Hennessy EA. Self-regulatory behaviour change techniques in interventions to promote healthy eating, physical activity, or weight loss: a meta-review. Health Psychol Rev. 2021 Dec;15(4):508-539. doi: 10.1080/17437199.2020.1721310. Epub 2020 Feb 17.
- Ertefaie A, Wu T, Lynch KG, Nahum-Shani I. Identifying a set that contains the best dynamic treatment regimes. Biostatistics. 2016 Jan;17(1):135-48. doi: 10.1093/biostatistics/kxv025. Epub 2015 Aug 3.
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)
June 19, 2017
Primary Completion (ACTUAL)
September 17, 2020
Study Completion (ACTUAL)
March 18, 2021
Study Registration Dates
First Submitted
December 5, 2016
First Submitted That Met QC Criteria
December 16, 2016
First Posted (ESTIMATE)
December 20, 2016
Study Record Updates
Last Update Posted (ACTUAL)
May 18, 2021
Last Update Submitted That Met QC Criteria
May 17, 2021
Last Verified
May 1, 2021
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
- NIH NIDDK R01DK108678
- R01DK108678 (NIH)
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
NO
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
No
Studies a U.S. FDA-regulated device product
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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