Evidence mapPaperPMID 26520160Full record

Trial reportMaternal and child health journal2016

Employing a Multi-level Approach to Recruit a Representative Sample of Women with Recent Gestational Diabetes Mellitus into a Randomized Lifestyle Intervention Trial.

Jacinda M Nicklas, Geraldine Skurnik, Chloe A Zera, Liberty G Reforma, Sue E Levkoff, Ellen W Seely

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Maternal and child health journal, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Strategies for Recruiting a Diverse Postpartum Survey Sample.Journal of racial and ethnic health disparities · 2025
    Article
  4. Article
  5. Observational
  6. Article
  7. Article
  8. 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.

Jacinda M NicklasDivision of General Internal Medicine, University of Colorado School of Medicine, Anschutz Health and Wellness Center, Mailstop C263, 12348 E. Montview Blvd., Aurora, CO, 80045, USA. Jacinda.Nicklas@ucdenver.edu.
Geraldine SkurnikDivision of Diabetes, Hypertension and Endocrinology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Chloe A ZeraDivision of Maternal-Fetal Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Liberty G ReformaDivision of Diabetes, Hypertension and Endocrinology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Sue E LevkoffCollege of Social Work, University of South Carolina, Columbia, SC, USA.
Ellen W SeelyDivision of Diabetes, Hypertension and Endocrinology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.

Funding

PILOT STUDY--SUBSTRATE METABOLISM IN EXTREMELY LOW BIRTH WEIGHT INFANTSP30DK048520 · UNIVERSITY OF COLORADO DENVER · 1995 to 2025
$7.7M
Research Training in Complementary and Integrative MedicineT32AT000051 · HARVARD UNIVERSITY (MEDICAL SCHOOL) · 1999 to 2025
$2.5M
TRAINING PROGRAM IN HYPERTENSIONT32HL007609 · BRIGHAM AND WOMEN'S HOSPITAL · 1985 to 2005
$2.4M
Salt Sensitive Hypertension and StriatinR01HL144779 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI GORDON H WILLIAMS · 2022 to 2022
$834k
NCCIH NIH HHS T32 AT000051NCCIH NIH HHS T32AT000051NHLBI NIH HHS 9K24HL096141NHLBI NIH HHS K24 HL096141NHLBI NIH HHS R01 HL144779NHLBI NIH HHS T32 HL007609NHLBI NIH HHS T32HL007609NICHD NIH HHS K12 HD057022PHS HHS MM-1094-09/09
6 · The paper itself

Abstract

objectiveThe postpartum period is a window of opportunity for diabetes prevention in women with recent gestational diabetes (GDM), but recruitment for clinical trials during this period of life is a major challenge.

methodsWe adapted a social-ecologic model to develop a multi-level recruitment strategy at the macro (high or institutional level), meso (mid or provider level), and micro (individual) levels. Our goal was to recruit 100 women with recent GDM into the Balance after Baby randomized controlled trial over a 17-month period. Participants were asked to attend three in-person study visits at 6 weeks, 6, and 12 months postpartum. They were randomized into a control arm or a web-based intervention arm at the end of the baseline visit at six weeks postpartum. At the end of the recruitment period, we compared population characteristics of our enrolled subjects to the entire population of women with GDM delivering at Brigham and Women's Hospital (BWH).

resultsWe successfully recruited 107 of 156 (69 %) women assessed for eligibility, with the majority (92) recruited during pregnancy at a mean 30 (SD ± 5) weeks of gestation, and 15 recruited postpartum, at a mean 2 (SD ± 3) weeks postpartum. 78 subjects attended the initial baseline visit, and 75 subjects were randomized into the trial at a mean 7 (SD ± 2) weeks postpartum. The recruited subjects were similar in age and race/ethnicity to the total population of 538 GDM deliveries at BWH over the 17-month recruitment period.

conclusionsOur multilevel approach allowed us to successfully meet our recruitment goal and recruit a representative sample of women with recent GDM. We believe that our most successful strategies included using a dedicated in-person recruiter, integrating recruitment into clinical flow, allowing for flexibility in recruitment, minimizing barriers to participation, and using an opt-out strategy with providers. Although the majority of women were recruited while pregnant, women recruited in the early postpartum period were more likely to present for the first study visit. Given the increased challenges of recruiting postpartum women with GDM into research studies, we believe our findings will be useful to other investigators seeking to study this population.

Indexed as

Life StylePatient SelectionPostpartum PeriodAdultBody Mass IndexDiabetes, GestationalDiabetes Mellitus, Type 2FemaleHumansPregnancyGestational diabetesPostpartumRecruitmentWomen

Identifiers

PMID26520160
PMCPMC4888039

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.