Evidence map›Paper›PMID 29921561›Full record

Trial reportJournal of medical Internet research2018

Multicomponent mHealth Intervention for Large, Sustained Change in Multiple Diet and Activity Risk Behaviors: The Make Better Choices 2 Randomized Controlled Trial.

Bonnie Spring, Christine Pellegrini, H G McFadden, Angela Fidler Pfammatter, Tammy K Stump, Juned Siddique, Abby C King, Donald Hedeker

2 registry-linked trialsOpen access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of medical Internet research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 64 papers, 10 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
64citing papers in PubMed, 10 pooled it
24.3field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT01249989 nacompletednot on this map

Make Better Choices (MBC) - Multiple Behavior Change in Diet and Activity

TypeinterventionalSponsorNorthwestern UniversityRan2011 to 2015Enrolled212ConditionsHealth BehaviorArmsSequential MBC Condition, Simultaneous MBC Condition, Stress Management
NCT05394779 nacompletednot on this mapstarted 2022, after this paper: background citation

Evaluation of Performance and Safety of DTXO App, an Innovative Digital Therapy, in Improving Weight Loss and Weight-Loss Maintenance of Patients With Obesity by Increasing Their Adherence to Dietary, Exercise Regimens and Psycho-Behavioral Program

TypeinterventionalSponsorAdvice Pharma Group srlRan2022 to 2024Enrolled246ConditionsObesity, Health Behavior, Life Style, Dietary HabitsArmsDTXO APP, PLACEBO APP - Control group
3 · Its place in the literature

Who cites it

64 citing papers in PubMed, 10 syntheses or guidelines pooled it, 106 citations in OpenAlex.

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  13. StandUPTV: a full-factorial optimization trial to reduce sedentary screen time among adults.The international journal of behavioral nutrition and physical activity · 2025
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4 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 3 institutions in 1 country.

Bonnie SpringDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0003-0692-9868
Christine PellegriniDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0002-0922-0195
H G McFaddenDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0002-7588-8775
Angela Fidler PfammatterDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0003-0081-4090
Tammy K StumpDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0002-5045-1796
Juned SiddiqueDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0002-1501-4152
Abby C KingHealth Research and Policy, Stanford University School of Medicine, Stanford, CA, United States.ORCID 0000-0002-7949-8811
Donald HedekerDepartment of Public Health Sciences, The University of Chicago, Chicago, IL, United States.ORCID 0000-0001-8134-6094
Northwestern University · USChicago Department of Public Health · USStanford University · US

Funding

Tumor Environment and Metastasis (TEAM) Research ProgramP30CA060553 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LEONIDAS C. PLATANIAS · 1993 to 2026
$153.9M
Northwestern University Clinical and Translational Science Institute (NUCATS)UL1TR001422 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI D'AQUILA, RICHARD · 2015 to 2023
$56.8M
Multidisciplinary Clinical and Translational Science (MCTS) Program (UL1)UL1TR000150 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LLOYD-JONES, DONALD M · 2012 to 2013
$10.1M
Multiple Behavior Change in Diet and ActivityR01HL075451 · NHLBI · UNIVERSITY OF ILLINOIS AT CHICAGO · PI SPRING, BONNIE · 2004 to 2014
$6.6M
Cancer Prevention, Control, and Survivorship Research Training ProgramT32CA193193 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Brian L Hitsman, BETINA YANEZ · 2015 to 2026
$3.8M
Real Time Analysis of Diet and Activity DataK07CA154862 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI SIDDIQUE, JUNED · 2011 to 2015
$585k
Statistical methods for estimating relative intensity physical activity and its association with cardiometabolic diseaseR01HL131606 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI SIDDIQUE, JUNED · 2017 to 2018
$288k
NCATS NIH HHS UL1 TR000150NCATS NIH HHS UL1 TR001422NCI NIH HHS K07 CA154862NCI NIH HHS P30 CA060553NCI NIH HHS T32 CA193193NHLBI NIH HHS R01 HL075451NHLBI NIH HHS R01 HL131606
6 · The paper itself

Abstract

backgroundPrevalent co-occurring poor diet and physical inactivity convey chronic disease risk to the population. Large magnitude behavior change can improve behaviors to recommended levels, but multiple behavior change interventions produce small, poorly maintained effects.

objectiveThe Make Better Choices 2 trial tested whether a multicomponent intervention integrating mHealth, modest incentives, and remote coaching could sustainably improve diet and activity.

methodsBetween 2012 and 2014, the 9-month randomized controlled trial enrolled 212 Chicago area adults with low fruit and vegetable and high saturated fat intakes, low moderate to vigorous physical activity (MVPA) and high sedentary leisure screen time. Participants were recruited by advertisements to an open-access website, screened, and randomly assigned to either of two active interventions targeting MVPA simultaneously with, or sequentially after other diet and activity targets (N=84 per intervention) or a stress and sleep contact control intervention (N=44). They used a smartphone app and accelerometer to track targeted behaviors and received personalized remote coaching from trained paraprofessionals. Perfect behavioral adherence was rewarded with an incentive of US $5 per week for 12 weeks. Diet and activity behaviors were measured at baseline, 3, 6, and 9 months; primary outcome was 9-month diet and activity composite improvement.

resultsBoth simultaneous and sequential interventions produced large, sustained improvements exceeding control (P<.001), and brought all diet and activity behaviors to guideline levels. At 9 months, the interventions increased fruits and vegetables by 6.5 servings per day (95% CI 6.1-6.8), increased MVPA by 24.7 minutes per day (95% CI 20.0-29.5), decreased sedentary leisure by 170.5 minutes per day (95% CI -183.5 to -157.5), and decreased saturated fat intake by 3.6% (95% CI -4.1 to -3.1). Retention through 9-month follow-up was 82.1%. Self-monitoring decreased from 96.3% of days at baseline to 72.3% at 3 months, 63.5% at 6 months, and 54.6% at 9 months (P<.001). Neither attrition nor decline in self-monitoring differed across intervention groups.

conclusionsMulticomponent mHealth diet and activity intervention involving connected coaching and modest initial performance incentives holds potential to reduce chronic disease risk.

trial registrationClinicalTrials.gov NCT01249989; https://clinicaltrials.gov/ct2/show/NCT01249989 (Archived by WebCite at https://clinicaltrials.gov/ct2/show/NCT01249989).

Indexed as

Risk-TakingAdultDietFemaleHealth BehaviorHumansMaleTelemedicinebehavioral medicinehealth behaviormobile healthrandomized controlled trialrisk factors

Identifiers

PMID29921561
PMCPMC6030572
OpenAlexW2802632848

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.