Evidence map›Paper›PMID 40016973›Full record

ArticleDiabetic medicine : a journal of the British Diabetic Association2025

Ecological momentary assessment in adolescents with type 1 diabetes: A mixed-methods feasibility study.

Paul T Enlow, Stephanie Madden, Courtney Thomas, Amy Milkes, Tim Wysocki, Melissa A Alderfer

Abstract read
In one paragraph

Article in Diabetic medicine : a journal of the British Diabetic Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Ecological momentary assessment in adolescents with type 1 diabetes: A mixed-methods feasibility study.Diabetic medicine : a journal of the British Diabetic Association · 2025
    Article
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.

Paul T EnlowCenter for Healthcare Delivery Science, Nemours Children's Health, Wilmington, Delaware, USA.ORCID https://orcid.org/0000-0003-2665-198X
Stephanie MaddenDepartment of Psychology, University of Massachusetts Lowell, Lowell, Massachusetts, USA.
Courtney ThomasCenter for Healthcare Delivery Science, Nemours Children's Health, Wilmington, Delaware, USA.
Amy MilkesCenter for Healthcare Delivery Science, Nemours Children's Health, Jacksonville, Florida, USA.
Tim WysockiCenter for Healthcare Delivery Science, Nemours Children's Health, Jacksonville, Florida, USA.
Melissa A AlderferCenter for Healthcare Delivery Science, Nemours Children's Health, Wilmington, Delaware, USA.

Funding

Nemours Biomedical Research
6 · The paper itself

Abstract

aimsDiabetes self-management is dynamic and subject to the influence of contextual variables. Ecological momentary assessment (EMA) facilitates the examination of temporal processes and the influence of contextual variables but is underutilised in paediatric type 1 diabetes research. This study examined the feasibility of using text-message-based EMA and how patient and contextual factors predict adherence to EMA procedures.

methodsAdolescents (12-18 years old) with type 1 diabetes (n = 66) watched an EMA training video, completed a 5-question EMA quiz, and then participated in a 3-month EMA study. Mixed-effects models and paired t-tests examined predictors (i.e. HbA1c, participant age, EMA quiz score, study time-point, time of day, day of week) of response rate and latency. Eighteen participants, purposively sampled based on response rates, were interviewed, and thematic analysis was used to summarize themes related to their EMA experience.

resultsAverage response rate was 70% and average response latency was 77.83 min. Response rates were higher on weekdays. Response latency was longer for morning and weekday prompts. In mixed-effects models, response rates decreased over time and were lower for youth with higher HbA1c. Better quiz scores predicted higher response rates and shorter response latency. Qualitative data revealed themes highlighting (1) methodological considerations for research using EMA and (2) how EMA positively affected participants.

conclusionsText-message-based EMA is a feasible method for capturing near-real-time patient experiences related to diabetes management. Combined with diabetes technology, EMA has significant potential for improving our understanding of the behavioural aspects of diabetes self-management.

Indexed as

Diabetes Mellitus, Type 1Ecological Momentary AssessmentSelf-ManagementAdolescentChildFeasibility StudiesFemaleGlycated HemoglobinHumansMalePatient ComplianceText MessagingGlycated Hemoglobinadolescentecological momentary assessmentfeasibility studytype 1 diabetes

Identifiers

PMID40016973
PMCPMC12006961

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.