ArticleAmerican journal of obstetrics & gynecology MFM2019
Adherence to self-glucose monitoring recommendations and perinatal outcomes in pregnancies complicated by diabetes mellitus.
Article in American journal of obstetrics & gynecology MFM, 2019. 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 8 papers.
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.
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.
Incentive Models on Testing Adherence for Women With Diabetes During Pregnancy
Maternal Continuous Glucose Monitoring Surveillance Compared to Finger-stick Glucose Monitoring in Pregnancies With Type 2 Pregestational Diabetes
Who cites it
8 citing papers in PubMed, 17 citations in OpenAlex.
- The Effect of Financial Incentives on Adherence to Glucose Self-Monitoring during Pregnancy among Patients with Insulin-Requiring Diabetes: A Randomized Clinical Trial.American journal of perinatology · 2024Trial
- Body Weight-Related Parameters in Pregnancies Complicated by Type 2 Diabetes Mellitus: A Systematic Review and Meta-Analysis with Maternal and Perinatal Outcome Mapping.Journal of clinical medicine · 2026Review
- Impact of Telemedicine-Enhanced Integrated Management of Gestational Diabetes on Pregnancy Outcomes and Glycemic Control: Real-World Study Using TangMama App.Journal of medical Internet research · 2026Article
- Diabetes Mellitus in Pregnancy: Implications for Obstetric Anesthesia.Anesthesiology · 2025Review
- Decision-making behavior of blood glucose management and its influencing factors in pregnant women with gestational diabetes mellitus.BMC pregnancy and childbirth · 2025Article
- Neonatal outcomes and rationale for timing of birth in perinatal diabetes: a retrospective cohort study.American journal of obstetrics & gynecology MFM · 2023Article
- Redesigned Care Delivery for Insulin-Requiring Diabetes in Pregnancy Improves Perinatal Glycemic Control While Reducing Neonatal Intensive Care Admissions, Length of Stay, and Costs.Journal of women's health (2002) · 2021Article
- A Machine Learning Framework to Quantify Postprandial Glucose Responses in Gestational Diabetes.Diabetes technology and obesity medicineArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 1 institution in 1 country.
Funding
Abstract
backgroundSelf-glucose monitoring is critical for the management of diabetes mellitus in pregnancy; yet, validated reports of adherence to testing recommendations and associated perinatal outcomes are limited.
objectiveUsing cloud-based, self-glucose monitoring technology, we sought to answer the following questions: (1) Are there differences in the rates of testing adherence based on type of diabetes mellitus in pregnancy? (2) Is adherence to glucose monitoring recommendations associated with perinatal outcomes in pregnancies that are complicated by diabetes mellitus? We hypothesized that adherence to glucose testing recommendations varies by type of diabetes mellitus and that increased adherence to testing recommendations would be associated with improved perinatal outcomes. STUDY
designThis single-center, prospective cohort study included women with type 2 diabetes mellitus and gestational diabetes mellitus who were enrolled in a perinatal diabetes program at <29 weeks gestation between December 2015 and June 2018. All women received a cellular-enabled glucometer that uploaded glucose values to a cloud-based, Health Insurance Portability and Accountability Act-compliant platform in real time that ensured transmission of accurate glucose values. The primary outcome was adherence to self-glucose monitoring recommendations. Four glucose checks were advised daily, and percentage of adherence was calculated. Secondary outcomes were preeclampsia, cesarean delivery, large-for-gestational-age neonates, and neonatal hypoglycemia. The study was powered to detect a 10% difference in the primary outcome of adherence to advised self-glucose monitoring by diabetes mellitus type. Adjusted risk ratios and 95% confidence intervals were generated with the use of logistic regression.
resultsThis study included 103 eligible women. Baseline characteristics differed between groups, with women with type 2 diabetes mellitus having higher initial HgbA1c and body mass index when compared with women with gestational diabetes mellitus. No differences were noted in age or parity. Adherence was calculated over 20±6 weeks for women with type 2 diabetes mellitus compared with 9±4 weeks for women with gestational diabetes mellitus. Overall adherence to glucose monitoring was significantly less for women with type 2 diabetes mellitus compared with those with gestational diabetes mellitus. Mean testing adherence rates were 51%, 66%, and 70% for type 2 diabetes mellitus, and gestational diabetes mellitus, class A1 and A2, respectively (P=.016). We found that, for every 10% increase in adherence to testing recommendations, the odds of cesarean delivery, neonatal hypoglycemia, and large-for-gestational-age fetuses decreases by 15-20%. There was no association between adherence and rates of preeclampsia.
conclusionThis study shows that overall adherence to testing recommendations differs by diabetes mellitus type and is associated with neonatal outcomes. Improved outcomes with higher adherence may reflect more timely medication adjustments in response to real-time glucose values. Programs aimed at improving adherence could prove beneficial.
Indexed as
Identifiers
What OpenQuestion holds
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.