Prevention of Gestational Diabetes
Open accessAbstract
OBJECTIVE: To examine the feasibility of an individualized exercise program to prevent gestational diabetes mellitus (GDM) in obese pregnant women. RESEARCH DESIGN AND METHODS: The study was a pilot randomized controlled trial with obese pregnant women (intervention group, individualized exercise program [n = 25]; control group, usual care [n = 25]). Average weekly energy expenditure (MET hours per week and kilocalories per week) of exercise-specific activity was assessed during pregnancy using the Pregnancy Physical Activity Questionnaire. Fasting glucose and insulin and homeostasis model assessment of insulin resistance (HOMA-IR) were assessed at baseline and 20, 28, and 36 weeks' gestation. RESULTS: Of the women in the intervention group, 16 of 22 (73%) achieved more than 900 kcal/week of exercise-based activity at 28 weeks compared with 8 of 19 women in the control group (42%), P = 0.047. However, insulin resistance (HOMA-IR) did not differ between the groups. CONCLUSION: This intervention was feasible and prompted a modest increase in physical activity. However, we are not confident that this intervention would be sufficient to prevent GDM.
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Some studies show differences between groups in baseline characteristics such as blood glucose or socioeconomic level, both related to gestational diabetes.
“Third, some of the studies show differences between groups in some of the baseline characteristics such as blood glucose or socioeconomic level, both factors related to the incidence of GDM [17, 19].”
From A systematic review and meta-analysis of exercise-based intervention to prevent gestational diabetes in women with overweight or obesity (2025) · cites this paper as [17]
The Results (page not provided) say this trial had no statistically significant differences between groups in any baseline variable. Table 1 shows nearly identical baseline fasting glucose values (4.46 versus 4.47; P = 0.55). The copy does not report a socioeconomic-level difference between groups. (LLM, conf=0.86)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredThe two trials that found no differences in physical activity level also found no effect on gestational diabetes.
“in fact, the two trials [17, 21] that found no differences in physical activity level also found no effect on GDM.”
From A systematic review and meta-analysis of exercise-based intervention to prevent gestational diabetes in women with overweight or obesity (2025) · cites this paper as [17]
The Abstract Results and Conclusions report a modest increase in physical activity in this trial, contrary to the claim that it found no difference. The Conclusions also say the study was not powered to examine GDM prevalence, so it cannot establish a null effect on GDM. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredIn five studies sequence concealment was low risk; in two it was unclear.
“Regarding the concealment of the sequence, in five studies sequence implementation was carried out by an independent person (low risk of bias) [16, 18, 19, 21, 22] and in two no information is presented [17, 20] (considered unclear risk because there was not enough information to allow an assessment of low risk or high risk).”
From A systematic review and meta-analysis of exercise-based intervention to prevent gestational diabetes in women with overweight or obesity (2025) · cites this paper as [17]
Split into 2 atoms — 1 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredIn one trial, women in the control group voluntarily increased physical activity compared to that reported at recruitment.
“This risk is reflected in one trial [17] in which it was observed that women in the control group voluntarily increased the physical activity they engaged in compared to that reported at recruitment.”
From A systematic review and meta-analysis of exercise-based intervention to prevent gestational diabetes in women with overweight or obesity (2025) · cites this paper as [17]
The Conclusions report that women in the control group voluntarily undertook far more physical activity than predicted. They do not say their activity increased relative to what those women reported at recruitment; that comparator is unsupported. (LLM, conf=0.87)
Experimental — accuracy not yet measuredIn three studies there was blinding of personnel analysing data (low risk); in the rest information was insufficient.
“In three studies [18, 19, 21] there was blinding of the personnel analysing the data (low risk of bias), and in the rest of them there was not enough information to allow an assessment of low risk or high risk [16, 17, 20, 22].”
From A systematic review and meta-analysis of exercise-based intervention to prevent gestational diabetes in women with overweight or obesity (2025) · cites this paper as [17]
The Research Design and Methods section describes the trial and its measurements but does not say whether personnel analysing the data were blinded. The Conclusions state that allocation was not concealed from participants, which is a different issue. Searches for blinded analysts and data-analysis blinding found no passage that establishes either the low-risk assessment or the stated insufficiency of information for this study; page numbers were unavailable in our copy. (LLM, conf=0.73)
Experimental — accuracy not yet measured
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Cites
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Physical activity in pregnancy prevents gestational diabetes: A meta-analysis
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- Authors
- Callaway, L. K., Colditz, P. B., Byrne, N. M., Lingwood, B. E., Rowlands, I. J., Foxcroft, K., McIntyre, H. D., & for the BAMBINO Group
- Affiliations
- The University of Queensland (AU)
- Queensland University of Technology (AU)
- Royal Brisbane and Women's Hospital (AU)
- Mater Clinical School, School of Medicine, The University of Queensland, Brisbane, Australia.
- Corresponding author
- Foxcroft, Katie
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2010-03-31
- Volume
- 33
- Issue
- 7
- Pages
- 1457-1459
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- PMC
- PMC2890340
- OpenAlex
- W2136132888
- Cited by
- 141
- References
- 3
- Citations by year
- 2026: 5 · 2025: 6 · 2024: 4 · 2023: 5 · 2022: 4 · 2021: 5 · 2020: 3 · 2019: 7 · 2018: 14 · 2017: 6 · 2016: 13 · 2015: 13 · 2014: 11 · 2013: 15 · 2012: 17
- FWCI
- 19.81
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Diabetes Care (publishedVersion, cc-by-nc-nd)
- Topics
- Health Sciences › Medicine › Obstetrics and Gynecology › Gestational Diabetes Research and Management
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Keywords
- gestational diabetes prevention, individualized exercise program, obese pregnant women, exercise during pregnancy, insulin resistance, HOMA-IR, energy expenditure, feasibility
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