Evidence mapPaperPMID 41538282Full record

ArticleJournal of medical Internet research2026

Digital Engagement Significantly Enhances Weight Loss Outcomes in Adults With Obesity Treated With Tirzepatide: Retrospective Cohort Study of a Digital Weight Loss Service.

Hans Johnson, Ashley Kieran Clift, Daniel Reisel, David Huang

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

4 authors.

Hans JohnsonEngineering and Physical Sciences Research Council Centre for Doctorate Training in Digital Health and Care, University of Bristol, Bristol, United Kingdom.ORCID https://orcid.org/0000-0002-2001-4544
Ashley Kieran CliftDepartment of Clinical Innovation and Research, Voy (T/a Menwell LTD), London, United Kingdom.ORCID https://orcid.org/0000-0002-0061-979X
Daniel ReiselDepartment of Clinical Innovation and Research, Voy (T/a Menwell LTD), London, United Kingdom.ORCID https://orcid.org/0000-0001-9018-4621
David HuangDepartment of Clinical Innovation and Research, Voy (T/a Menwell LTD), London, United Kingdom.ORCID https://orcid.org/0000-0001-8104-6825

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe advent of tirzepatide has transformed obesity care; yet, real-world weight loss outcomes necessarily depend on patient engagement with behavioral support. Digital platforms offering coaching, self-monitoring, and automated feedback have the potential to further augment pharmacological efficacy.

objectiveThe aim of the study is to examine associations between digital engagement and weight loss outcomes among adults prescribed tirzepatide in routine care over 12 months and to identify baseline correlates of engagement.

methodsIn this retrospective cohort study, we included adults (18-75 years; BMI ≥30 or ≥27.5 kg/m

resultsAmong 126,553 participants, 6746 (5.3%) were maximally engaged. Cohort demographics were a mean age of 42.3 (SD 12.4) years, 78.9% (99,905/126,553) female, and a mean BMI of 35.3 (SD 6.2) kg/m

conclusionsDigital engagement was associated with substantially greater tirzepatide-associated weight loss in real-world practice. Integrating structured digital support with pharmacotherapy represents a promising strategy for optimizing obesity management.

Indexed as

ObesityTirzepatideWeight LossWeight Reduction ProgramsAdolescentAdultAgedDigital HealthDigital MediaFemaleHumansMaleMiddle AgedRetrospective StudiesTreatment OutcomeYoung AdultTirzepatidebehaviorcoachingdigital healthengagementGIP/GLP-1 RAglucose-dependent insulinotropic polypeptide and glucagon-like peptide-1 receptor agonistobesityretrospective studytirzepatideweight loss

Identifiers

PMID41538282
PMCPMC12856402

What Socratic holds

Texttitle and abstract
LicenceCC BY
Read underepoch 390

Registered trials

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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.