Evidence mapPaperPMID 34047700Full record

ArticleJMIR diabetes2021

Evaluation of Web-Based and In-Person Methods to Recruit Adults With Type 1 Diabetes for a Mobile Exercise Intervention: Prospective Observational Study.

Garrett I Ash, Stephanie Griggs, Laura M Nally, Matthew Stults-Kolehmainen, Sangchoon Jeon, Cynthia Brandt, Barbara I Gulanski, Elias K Spanakis, Julien S Baker, Robin Whittemore and 2 more

2 registry-linked trialsOpen access · goldAbstract read
In one paragraph

Article in JMIR diabetes, 2021. 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 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
3.2field-weighted citation impact, top 8% 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.

NCT03508934 naactive not recruitingnot on this map

Continuous Glucose Monitoring in Insulin Treated Hospitalized Veterans With DM2 at Higher Risk for Hypoglycemia

TypeinterventionalSponsorVA Office of Research and DevelopmentRan2018 to 2026Enrolled218ConditionsDiabetes Mellitus, Type 2, HypoglycemiaArmsGTS (Continuous Glucose Monitoring), POC (Point of Care)
NCT04204733 nacompletednot on this map

Mobile Approaches to Promote Physical Activity in Type 1 Diabetes

TypeinterventionalSponsorYale UniversityRan2020 to 2020Enrolled20ConditionsType1diabetesArmsMobile application
3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 12 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
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

12 authors at 5 institutions in 2 countries.

Garrett I AshPain, Research, Informatics, Medical Comorbidities and Education Center, Veterans Affairs Connecticut Healthcare System, West Haven, CT, United States.ORCID https://orcid.org/0000-0002-8655-7525
Stephanie GriggsFrances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, United States.ORCID https://orcid.org/0000-0001-9901-3853
Laura M NallySection of Pediatric Endocrinology & Diabetes, Yale University School of Medicine, New Haven, CT, United States.ORCID https://orcid.org/0000-0003-4349-4808
Matthew Stults-KolehmainenDigestive Health Multispecialty Clinic, Yale-New Haven Hospital, New Haven, CT, United States.ORCID https://orcid.org/0000-0001-5361-9614
Sangchoon JeonSchool of Nursing, Yale University, Orange, CT, United States.ORCID https://orcid.org/0000-0003-2855-2053
Cynthia BrandtPain, Research, Informatics, Medical Comorbidities and Education Center, Veterans Affairs Connecticut Healthcare System, West Haven, CT, United States.ORCID https://orcid.org/0000-0001-8179-1796
Barbara I GulanskiSection of Endocrinology, Veterans Affairs Connecticut Healthcare System, West Haven, CT, United States.ORCID https://orcid.org/0000-0003-4056-3409
Elias K SpanakisDivision of Endocrinology, Baltimore Veterans Administrative Medical Center, Baltimore, MD, United States.ORCID https://orcid.org/0000-0002-9352-7172
Julien S BakerDepartment of Sport, Physical Education and Health, Hong Kong Baptist University, Kowloon Tong, China (Hong Kong).ORCID https://orcid.org/0000-0002-9093-7897
Robin WhittemoreSchool of Nursing, Yale University, Orange, CT, United States.ORCID https://orcid.org/0000-0001-9434-0230
Stuart A Weinzimer *Section of Pediatric Endocrinology & Diabetes, Yale University School of Medicine, New Haven, CT, United States.ORCID https://orcid.org/0000-0002-7768-5189
Lisa M Fucito *Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States.ORCID https://orcid.org/0000-0001-9410-2830
Yale University · USYale New Haven Hospital · USCase Western Reserve University · USHong Kong Baptist University · HKUniversity of Maryland, Baltimore · US

Funding

Yale Clinical and Translational Science AwardUL1TR001863 · YALE UNIVERSITY · 2025 to 2025
$9.9M
New York Regional Center for Diabetes Translation ResearchP30DK111022 · ALBERT EINSTEIN COLLEGE OF MEDICINE · 2025 to 2025
$810k
CSRD VA I01 CX001825NCATS NIH HHS UL1 TR001863NIDDK NIH HHS P30 DK111022NINR NIH HHS K99 NR018886
6 · The paper itself

Abstract

backgroundOur clinical trial of a mobile exercise intervention for adults 18 to 65 years old with type 1 diabetes (T1D) occurred during COVID-19 social distancing restrictions, prompting us to test web-based recruitment methods previously underexplored for this demographic.

objectiveOur objectives for this study were to (1) evaluate the effectiveness and cost of using social media news feed advertisements, a clinic-based approach method, and web-based snowball sampling to reach inadequately active adults with T1D and (2) compare characteristics of enrollees against normative data.

methodsParticipants were recruited between November 2019 and August 2020. In method #1, Facebook and Instagram news feed advertisements ran for five 1-to-8-day windows targeting adults (18 to 64 years old) in the greater New Haven and Hartford, Connecticut, areas with one or more diabetes-related profile interest. If interested, participants completed a webform so that the research team could contact them for eligibility screening. In method #2, patients 18 to 24 years old with T1D were approached in person at clinical visits in November and December 2019. Those who were interested immediately completed eligibility screening. Older patients could not be approached due to clinic restrictions. In method #3, snowball sampling was conducted by physically active individuals with T1D contacting their peers on Facebook and via email for 48 days, with details to contact the research staff to express interest and complete eligibility screening. Other methods referred participants to the study similarly to snowball sampling.

resultsIn method #1, advertisements were displayed to 11,738 unique viewers and attracted 274 clickers (2.33%); 20 participants from this group (7.3%) volunteered, of whom 8 (40%) were eligible. Costs averaged US $1.20 per click and US $95.88 per eligible volunteer. Men had lower click rates than women (1.71% vs 3.17%; P<.001), but their responsiveness and eligibility rates did not differ. In method #2, we approached 40 patients; 32 of these patients (80%) inquired about the study, of whom 20 (63%) volunteered, and 2 of these volunteers (10%) were eligible. Costs including personnel for in-person approaches averaged US $21.01 per inquirer and US $479.79 per eligible volunteer. In method #3, snowball sampling generated 13 inquirers; 12 of these inquirers (92%) volunteered, of whom 8 (67%) were eligible. Incremental costs to attract inquirers were negligible, and total costs averaged US $20.59 per eligible volunteer. Other methods yielded 7 inquirers; 5 of these inquirers (71%) volunteered, of whom 2 (40%) were eligible. Incremental costs to attract inquirers were negligible, and total costs averaged US $34.94 per eligible volunteer. Demographic overrepresentations emerged in the overall cohort (ie, optimal glycemic control, obesity, and low exercise), among those recruited by news feed advertisements (ie, obesity and older age), and among those recruited by snowball sampling (ie, optimal glycemic control and low exercise).

conclusionsWeb-based advertising and recruitment strategies are a promising means to attract adults with T1D to clinical trials and exercise interventions, with costs comparing favorably to prior trials despite targeting an uncommon condition (ie, T1D) and commitment to an intervention. These strategies should be tailored in future studies to increase access to higher-risk participants.

trial registrationClinicalTrials.gov NCT04204733; https://clinicaltrials.gov/ct2/show/NCT04204733.

Indexed as

behavior and behavior mechanismsexercisemobile phonetype 1 diabetes mellitus

Identifiers

PMID34047700
PMCPMC8299346
OpenAlexW3160701980

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.