Evidence map›Paper›PMID 35771607›Full record

Trial reportJMIR mHealth and uHealth2022

Fitbit Use and Activity Levels From Intervention to 2 Years After: Secondary Analysis of a Randomized Controlled Trial.

Sheri J Hartman, Ruohui Chen, Rowena M Tam, Hari K Narayan, Loki Natarajan, Lin Liu

Registry-linked trialOpen access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mHealth and uHealth, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02332876 (Physical Activity and Neuropsychological Outcomes in a Cancer Population), which is not on this map. Cited by 19 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 2 pooled it
2.5field-weighted citation impact, top 9% 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.

NCT02332876 nacompletednot on this map

Physical Activity and Neuropsychological Outcomes in a Cancer Population

TypeinterventionalSponsorUniversity of California, San DiegoRan2014 to 2016Enrolled87ConditionsCognitive Dysfunction, Breast Cancer SurvivorsArmsExercise, Control
3 · Its place in the literature

Who cites it

19 citing papers in PubMed, 2 syntheses or guidelines pooled it, 25 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  4. Trial
  5. Modulating Brain Activity to Improve Goal-directed Physical Activity in Older Adults: A Pilot Randomized Controlled Trial.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
    Trial
  6. Trial
  7. Article
  8. Article
  9. Observational
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  11. Article
  12. Article
  13. Observational
  14. Pilot Randomized Controlled Trial ofHealthcare (Basel, Switzerland) · 2024
    Article
  15. Article
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  17. Review
  18. Review
  19. Observational
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

6 authors at 1 institution in 1 country.

Sheri J HartmanHerbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, United States.ORCID 0000-0002-3719-0624
Ruohui ChenHerbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, United States.ORCID 0000-0001-8746-5350
Rowena M TamHerbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, United States.ORCID 0000-0003-4010-0498
Hari K NarayanMoores Cancer Center, University of California, San Diego, San Diego, CA, United States.ORCID 0000-0001-5180-2204
Loki NatarajanHerbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, United States.ORCID 0000-0001-5719-828X
Lin LiuHerbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, United States.ORCID 0000-0002-6332-3064
University of California San Diego · US

Funding

VIRAL MALIGNANCYP30CA023100 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI DIANE M SIMEONE · 1985 to 2026
$124.9M
Physical Activity and neuropsychological outcomes in a cancer populationK07CA181323 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI HARTMAN, SHERI J · 2014 to 2018
$852k
NCI NIH HHS K07 CA181323NCI NIH HHS P30 CA023100
6 · The paper itself

Abstract

backgroundThere has been a rapid increase in the use of commercially available activity trackers, such as Fitbit, in physical activity intervention research. However, little is known about the long-term sustained use of trackers and behavior change after short-term interventions.

objectiveThis study aims to use minute-level data collected from a Fitbit tracker for up to 2 years after the end of a randomized controlled trial to examine patterns of Fitbit use and activity over time.

methodsParticipants in this secondary data analysis were 75 female breast cancer survivors who had been enrolled in a 12-week physical activity randomized controlled trial. Participants randomized to the exercise intervention (full intervention arm) received a Fitbit One, which was worn daily throughout the 12-week intervention, and then were followed for 2 years after the intervention. Participants randomized to the waitlist arm, after completing the randomized controlled trial, received a Fitbit One and a minimal version of the exercise intervention (light intervention arm), and then were followed for 2 years after the intervention. Average and daily adherence and MVPA were compared between the 2 groups in the interventional and postinterventional periods using both linear and generalized additive mixed effects models.

resultsAdherence to wearing the Fitbit during the 12-week intervention period was significantly higher in the full intervention arm than in the light intervention arm (85% vs 60%; P<.001). Average adherence was significantly lower for both study arms during the follow-up period than in the intervention period; however, there were statistically different patterns of adherence during the follow-up period, with the light intervention arm having steeper declines than the full intervention arm over time (P<.001). Similar to the adherence results, mean minutes of Fitbit-measured MVPA was higher for the full intervention arm than for the light intervention arm during the 12-week intervention period (mean MVPA 27.89 minutes/day, SD 16.38 minutes/day vs 18.35 minutes/day, SD 12.64 minutes/day; P<.001). During the follow-up period, average MVPA was significantly lower than the 12-week intervention period for both the full intervention arm (21.74 minutes/day, SD 24.65 minutes/day; P=.002) and the light intervention arm (15.03 minutes/day, SD 13.27 minutes/day; P=.004). Although the mean MVPA in each arm was similar across the follow-up period (P=.33), the pattern of daily MVPA was significantly different between the 2 groups (P<.001).

conclusionsWhile adherence to wearing activity trackers and maintaining physical activities declined after completion of a 12-week exercise intervention, a more active interventional strategy resulted in greater wear time and activity levels during the intervention and more stable patterns of adherence and activity in the long term. An improved understanding of long-term maintenance patterns may inform improved exercise interventions that result in sustained increases in physical activity.

trial registrationClinicalTrials.gov NCT02332876; https://clinicaltrials.gov/ct2/show/NCT02332876.

Indexed as

Breast NeoplasmsFitness TrackersExerciseFemaleHumansSurvivorsactivity levelactivity trackeradherencebehavior changebreastcancerdigital healthexerciseFitbitfitnesshealth technologylong-term usemaintenancemHealthphysical activitysurvivorsustained usetrackeruse patternwearable

Identifiers

PMID35771607
PMCPMC9284361
OpenAlexW4281394252

What OpenQuestion holds

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LicenceCC BY
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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 OpenQuestion graph.