Evidence map›Paper›PMID 41889431›Full record

ArticleDigital health

Delivering and evaluating digital therapeutic interventions to increase physical activity: Formative testing of engagement, compliance, and adherence.

Lori A Hatzinger, Rachel Crosley-Lyons, Micaela Hewus, Wei-Lin Wang, Jimi Huh, Delfien Van Dyck, Genevieve F Dunton

Registry-linked trialAbstract read
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In one paragraph

Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06125964 (Using Real-Time Data Capture to Examine Affective Mechanisms as Mediators of Physical Activity Adherence in Interventions), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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.

NCT06125964 nacompletednot on this map

Using Real-Time Data Capture to Examine Affective Mechanisms as Mediators of Physical Activity Adherence in Interventions: Formative Study

TypeinterventionalSponsorUniversity of Southern CaliforniaRan2023 to 2024Enrolled47ConditionsPhysical Inactivity, Overweight or Obesity, CancerArmsIntensity-Based Goals, Affect-Based Goals, TYPE/CONTEXT Enhancement, SAVOR Enhancement
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Lori A HatzingerDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.ORCID https://orcid.org/0000-0003-3247-2136
Rachel Crosley-LyonsDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.ORCID https://orcid.org/0000-0003-3227-1481
Micaela HewusDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Wei-Lin WangDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Jimi HuhDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Delfien Van DyckDepartment of Movement and Sport Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.ORCID https://orcid.org/0000-0003-1783-9075
Genevieve F DuntonDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.

Funding

Within-person compositional analysis of 24-Hour Activity Cycle behaviors and circadian metrics related to cardiovascular disease.F31HL176165 · NHLBI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Rachel Crosley Lyons · 2024 to 2026
$149k
NHLBI NIH HHS F31 HL176165
6 · The paper itself

Abstract

Background: Digital therapeutics (DTx) allow for the deployment of real-world interventions on a broad scale, at a lower cost. However, using digital modalities for both intervention delivery and evaluation can become a concern if they unintentionally influence each other, as well as behavioral adherence. A DTx formative test to enhance affective response during physical activity (PA) examined intercorrelations between engagement with digital intervention strategies and compliance with digital assessment procedures. We also examined whether digital engagement and compliance were associated with behavioral adherence. Methods: Adults (N = 37, Results: One component of digital engagement showed a moderate association with the random EMA component of digital compliance (r = .37). Some engagement components showed medium to strong associations with behavioral adherence (rs = .46-.84). Digital compliance was unrelated to behavioral adherence. Conclusion: Digital engagement was largely unrelated to digital compliance. Digital engagement (but not digital compliance) was associated with behavioral adherence. Using similar digital modalities for intervention delivery and evaluation does not appear to pose serious methodological concerns for DTx to promote PA.The study is registered on clinicaltrial.gov under eMOTION Formative Study (TRN: NCT06125964) on 26 October 2023.

Indexed as

Adherencecompliancedigital therapeuticsengagementphysical activitywearables

Identifiers

PMID41889431
PMCPMC13014004

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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.