Cited by 5Gestational Diabetes Research and ManagementPregnancy and Medication ImpactMaternal and Neonatal Healthcare

The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.

Pre‐pregnancy health of women with pre‐existing diabetes or previous gestational diabetes: Analysis of pregnancy risk factors and behavioural data from a digital tool

Open access

Abstract

Aims: To examine health behaviours and risk factors in women with pre‐existing diabetes or previous gestational diabetes mellitus who are planning pregnancy. Methods: Health behaviour, risk factor and demographic data obtained from a digital pregnancy planning advisory tool (Tommy's charity UK) were analysed. Descriptive statistical analysis was performed, stratified by diabetes type. Results: Data from 84,359 women, including 668 with type 1 diabetes, 707 with type 2 diabetes and 1785 with previous gestational diabetes obtained over a 12‐month period (September 2019–September 2020) were analysed. 65%, 95%CI (61,68%) of women with type 2 diabetes and 46%, 95%CI (43,48%) with previous gestational diabetes were obese (BMI ≥30 kg/m 2), compared with 26%, 95%CI (26,26%) without diabetes. Use of folic acid supplements was low; 41%, 95%CI (40,41%) of women without diabetes and 42%, 95%CI (40,45%) with previous gestational diabetes reported taking folic acid (any dose) while 47%, 95%CI (43.50%) women with type 1 diabetes and 44%, 95%CI (40,47%) women with type 2 diabetes respectively reported taking the recommended dose (5 mg). More women with type 1 diabetes and type 2 diabetes reported smoking (20%, 95%CI [17,23%] and 23%, 95%CI [20,26%] respectively) and taking illicit/recreational drugs (7%, 95%CI [6,10%] and 9%, 95% CI [7,11%]) compared to women without diabetes (smoking 17%, 95% CI [16,17%], drug use 5%, 95%CI [5,5%]). Alcohol consumption, low levels of physical activity and of fruit and vegetable intake were also evident. Conclusions: This study highlights the potential of online pregnancy planning advisory tools to reach high‐risk women and emphasises the need to improve pre‐pregnancy care for women with pre‐existing diabetes and previous gestational diabetes, many of whom are actively seeking advice. It is also the first to describe pre‐pregnancy health behaviours in women with previous gestational diabetes.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1111/dme.15008

Cites

2 of 2 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Within the United Kingdom, data specific to preconception perceptions, health knowledge, and behaviours in women with GDM is very limited.

    “Within the United Kingdom, data specific to preconception perceptions, health knowledge, and behaviours in women with GDM is very limited [24] yet essential for effective development of interventions for the prevention of GDM, and to support informed pregnancy experiences, including engaging in proactive health behaviours before conception.”

    From Preconception Perceptions, Knowledge and Behaviours of Women With Gestational Diabetes Mellitus: A Qualitative Study (2026) · cites this paper as [24]

    The Introduction (page unavailable) says that, to the authors’ knowledge, there were no pre-pregnancy health-behaviour data for women with previous gestational diabetes. This supports the claim about limited behavioural data, but the paper does not make the same claim about preconception perceptions or health knowledge, or limit that evidence gap specifically to the United Kingdom. (LLM, conf=0.85)

    Experimental — accuracy not yet measured
  • Limited awareness of GDM prior to pregnancy is well documented, and the findings of this study are consistent with existing literature indicating GDM is often first considered at the point of screening or diagnosis.

    “Limited awareness of GDM prior to pregnancy is well documented, and the findings of this study are consistent with existing literature indicating GDM is often first considered at the point of screening or diagnosis [24].”

    From Preconception Perceptions, Knowledge and Behaviours of Women With Gestational Diabetes Mellitus: A Qualitative Study (2026) · cites this paper as [24]

    The Introduction says there are no preconception-specific guidelines for women with previous gestational diabetes, and the Discussion describes suboptimal pregnancy preparation in that group. Neither passage addresses awareness of GDM before pregnancy or whether women first consider it at screening or diagnosis; searches for awareness and screening or diagnosis found no passage establishing those points. (LLM, conf=0.76)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Flagged first, then by citations

Research works printed but not linked: 17

  1. Mackin ST, 2018, Diabetes and pregnancy: national trends over a 15 year period, Diabetologia, 61, 1081
  2. 10.1136/bmjdrc-2016-000221 · DOI
  3. 10.1016/S2213-8587(20)30406-X · DOI
  4. 10.1007/s00125-017-4206-6 · DOI
  5. 10.1016/S2213-8587(20)30161-3 · DOI
  6. 10.1016/S0140-6736(18)30311-8 · DOI · Paper page
  7. 10.1186/s12884-021-04007-w · DOI
  8. 10.2337/diacare.26.2007.S103 · DOI
  9. 10.1001/jama.2014.2269 · DOI · Paper page
  10. 10.1016/S2213-8587(16)30217-0 · DOI · Paper page
  11. 10.1007/s00125-019-4943-9 · DOI
  12. 10.1136/bmj.f108 · DOI · Paper page
  13. 10.1210/jc.2015-4046 · DOI
  14. 10.1111/dme.14040 · DOI
  15. 10.1111/dme.14521 · DOI
  16. 10.1007/s00125-018-4613-3 · DOI
  17. 10.2337/diacare.16.2.450 · DOI

Cited by

Sorted by citations

Metadata

Authors
Flynn, A. C., Robertson, M., Kavanagh, K., Murphy, H. R., Forde, R., Stephenson, J., Poston, L., & White, S. L.
Affiliations
  • King's College London (GB)
  • University of Strathclyde (GB)
  • University of East Anglia (GB)
  • University College London (GB)
Corresponding author
White, Sara L.
Venue
Diabetic Medicine
Publisher
Wiley
Published
2022-11-30
Volume
40
Issue
2
Pages
e15008-e15008
ISSN
  • 0742-3071 (ISSN-L)
  • 1464-5491
OpenAlex
W4309444844
Cited by
5
References
2
Citations by year
2026: 3 · 2024: 1 · 2022: 1
FWCI
0.50
Type
journal article
Language
en
Open access
Locations
  • Diabetic Medicine (publishedVersion, cc-by-nc)
  • PubMed Central (publishedVersion, cc-by-nc)
  • PubMed (publishedVersion)
  • UCL Discovery (University College London) (submittedVersion, cc-by-nc)
  • Research Portal (King's College London) (submittedVersion, cc-by-nc)
  • Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) (submittedVersion)
  • UEA Digital Repository (University of East Anglia) (submittedVersion)
Funders
  • British Heart Foundation (PG/13/38/30289)
  • Rosetrees Trust
  • Medical Research Council (MR/L002477/1)
Topics
  • Health Sciences › Medicine › Obstetrics and Gynecology › Gestational Diabetes Research and Management
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Pregnancy and Medication Impact
  • Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Maternal and Neonatal Healthcare
Keywords
gestational diabetes mellitus, preconception care, pregnancy planning, type 1 diabetes, type 2 diabetes, obesity, folic acid supplementation, smoking, illicit drug use, alcohol consumption, physical activity, fruit and vegetable intake, pregnancy risk factors, digital health tools, online health advice, high-risk pregnancy
MeSH terms
Diabetes Mellitus, Type 1, Diabetes Mellitus, Type 2, Female, Folic Acid, Humans, Male, Pregnancy, Risk Factors, Diabetes, Gestational

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review