Adherence rates to a prediction tool identifying women with an increased gestational diabetes risk: An implementation study
Open accessAbstract
Objective: The best screening strategy for gestational diabetes mellitus (GDM) remains a topic of debate. Several organizations made a statement in favor of universal screening, but the volume of oral glucose tolerance tests (OGTT) required may burden healthcare systems. As a result, many countries still rely on selective screening using a checklist of risk factors, but reported diagnostic characteristics vary. Moreover, women's discomfort due to an OGTT is often neglected. Since 2017, obstetric healthcare professionals in a Dutch region assessed women's GDM risk with a prediction model and counseled those with an increased risk regarding an OGTT. Methods: From 2017 to 2018, 865 women were recruited in a multicenter prospective cohort. Results: In total, 385 women (48%) had an increased predicted GDM risk. Of all women, 78% reported that their healthcare professional discussed their GDM risk. Predicted GDM risks were positively correlated with conducting an OGTT. Conclusion: Implementation of a GDM prediction model resulted in moderate rates of OGTTs performed in general, but high rates in high‐risk women. As 25% of women experienced discomfort from the OGTT, a selective screening strategy based on a prediction model with a high detection rate may be an interesting alternative to universal screening. Study cohort registration: Netherlands Trial Register: NTR4143; http://www.trialregister.nl/trialreg/admin/rctview.asp?TC=4143.
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In the Netherlands, other researchers using IADPSG/WHO 2013 criteria diagnosed GDM in 8.2% of patients and in 13.2% of high-risk patients.
“Other researchers from the Netherlands using the IADPSG/WHO 2013 criteria diagnosed GDM in 8.2% of patients and in 13.2% of GDM high-risk patients [148].”
From Evolution of Gestational Diabetes Mellitus across Continents in 21st Century (2022) · cites this paper as [148]
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Cites
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,706 · see citing works
Hyperglycemia and adverse pregnancy outcomes
(2008) · New England Journal of Medicine · doi:10.1056/nejmoa0707943 · Cited by 5,563 · see citing works
International Association of Diabetes and Pregnancy Study Groups Consensus Panel (2010) · Diabetes Care · doi:10.2337/dc09-1848 · Cited by 5,390 · see citing works
Assessing the Performance of Prediction Models: A Framework for Traditional and Novel Measures
Steyerberg, E. W., Vickers, A. J., Cook, N. R., Gerds, T., Gonen, M., Obuchowski, N., Pencina, M. J., & Kattan, M. W. (2010) · Epidemiology · doi:10.1097/ede.0b013e3181c30fb2 · Cited by 5,170 · see citing works
Effect of Treatment of Gestational Diabetes Mellitus on Pregnancy Outcomes
Crowther, C. A., Hiller, J. E., Moss, J. R., McPhee, A. J., Jeffries, W. S., & Robinson, J. S. (2005) · New England Journal of Medicine · doi:10.1056/nejmoa042973 · Cited by 3,159 · see citing works
A Multicenter, Randomized Trial of Treatment for Mild Gestational Diabetes
Landon, M. B., Spong, C. Y., Thom, E., Carpenter, M. W., Ramin, S. M., Casey, B., Wapner, R. J., Varner, M. W., Rouse, D. J., Thorp, J. M., et al. (2009) · New England Journal of Medicine · doi:10.1056/nejmoa0902430 · Cited by 2,122 · see citing works
ACOG Practice Bulletin No. 190: Gestational Diabetes Mellitus
(2018) · Obstetrics & Gynecology · doi:10.1097/aog.0000000000002501 · Cited by 1,820 · see citing works
U.S. Preventive Services Task Force* (2008) · Annals of Internal Medicine · doi:10.7326/0003-4819-148-10-200805200-00008 · Cited by 291 · see citing works
Moyer, V. A., & on behalf of the U.S. Preventive Services Task Force* (2014) · Annals of Internal Medicine · doi:10.7326/m13-2905 · Cited by 223 · see citing works
Screening for gestational diabetes; past, present and future
Hanna, F., & Peters, J. R. (2002) · Diabetic Medicine · doi:10.1046/j.1464-5491.2002.00684.x · Cited by 161 · see citing works
Gestational diabetes: new criteria may triple the prevalence but effect on outcomes is unclear
Cundy, T., Ackermann, E. W., & Ryan, E. A. (2014) · BMJ · doi:10.1136/bmj.g1567 · Cited by 157 · see citing works
van Leeuwen, M., Opmeer, B. C., Ej, Z., van Ballegooie, E., ter Brugge, H. G., de Valk, H. W., Visser, G. H. A., & Mol, B. W. (2009) · BJOG An International Journal of Obstetrics & Gynaecology · doi:10.1111/j.1471-0528.2009.02425.x · Cited by 122 · see citing works
Farrar, D., Simmonds, M. C., Griffin, S. C., Duarte, A., Lawlor, D. A., Sculpher, M., Fairley, L., Golder, S., Tuffnell, D. J., Bland, M., et al. (2016) · Health Technology Assessment · doi:10.3310/hta20860 · Cited by 119 · see citing works
Adherence to medication for chronic disorders during pregnancy: results from a multinational study
Lupattelli, A., Spigset, O., & Nordeng, H. (2013) · International Journal of Clinical Pharmacy · doi:10.1007/s11096-013-9864-y · Cited by 107 · see citing works
Tieu, J., McPhee, A. J., Crowther, C. A., Middleton, P., & Shepherd, E. S. (2017) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007222.pub4 · Cited by 91 · see citing works
Promoting Health After Gestational Diabetes
Gabbe, S. G., Landon, M. B., Warren‐Boulton, E., & FRADKIN, J. E. (2011) · Obstetrics and Gynecology · doi:10.1097/aog.0b013e3182393208 · Cited by 80 · see citing works
Nielsen, K. K., de Courten, M., & Kapur, A. (2012) · Global Health Action · doi:10.3402/gha.v5i0.17277 · Cited by 63 · see citing works
Benhalima, K., Mathieu, C., Van Assche, A., Damm, P., Devlieger, R., Mahmood, T., & Dunne, F. (2016) · European Journal of Obstetrics & Gynecology and Reproductive Biology · doi:10.1016/j.ejogrb.2016.04.003 · Cited by 63 · see citing works
Risk factor screening for gestational diabetes mellitus based on the 2013 WHO criteria
Benhalima, K., Van Crombrugge, P., Moyson, C., Verhaeghe, J., Vandeginste, S., Verlaenen, H., Vercammen, C., Maes, T., Dufraimont, E., De Block, C., et al. (2019) · European Journal of Endocrinology · doi:10.1530/eje-19-0117 · Cited by 60 · see citing works
Persson, M., Winkvist, A., & Mogren, I. (2009) · BMC Pregnancy and Childbirth · doi:10.1186/1471-2393-9-53 · Cited by 59 · see citing works
Atlantic DIP: the prevalence and consequences of gestational diabetes in Ireland.
O'Sullivan, E., Avalos, G., O'Reilly, M., Dennedy, M. C., Gaffney, G., & Fp, D. (2012) · PubMed · Cited by 31 · see citing works
Helseth, R., Salvesen, Ø. O., Stafne, S. N., Mørkved, S., Salvesen, K. Å., & Carlsen, S. M. (2014) · Scandinavian Journal of Clinical and Laboratory Investigation · doi:10.3109/00365513.2014.928942 · Cited by 30 · see citing works
Meertens, L. J. E., Scheepers, H. C. J., van Kuijk, S. M. J., Roeleveld, N., Aardenburg, R., van Dooren, I. M. A., Langenveld, J., Zwaan, I. M., Spaanderman, M. E. A., van Gelder, M. M. H. J., et al. (2020) · Acta Obstetricia Et Gynecologica Scandinavica · doi:10.1111/aogs.13811 · Cited by 29 · see citing works
Self-citationJoint position statement on universal screening for GDM in Europe by FIGO, EBCOG and EAPM
Hod, M., Pretty, M., & Mahmood, T. (2018) · European Journal of Obstetrics & Gynecology and Reproductive Biology · doi:10.1016/j.ejogrb.2018.05.037 · Cited by 27 · see citing works
Obstetric Care in the Netherlands: Relic or Example?
Visser, G. H. A. (2012) · Journal of Obstetrics and Gynaecology Canada · doi:10.1016/s1701-2163(16)35410-x · Cited by 18 · see citing works
Murphy, N. M., McCarthy, F. P., Khashan, A. S., Myers, J., Simpson, N., Kearney, P. M., Greene, R. A., Poston, L., & Kenny, L. C. (2016) · European Journal of Obstetrics & Gynecology and Reproductive Biology · doi:10.1016/j.ejogrb.2016.01.044 · Cited by 17 · see citing works
van Montfort, P., Willemse, J. P., Dirksen, C. D., van Dooren, I. M. A., Meertens, L. J. E., Spaanderman, M. E. A., Zelis, M., Zwaan, I. M., Scheepers, H. C. J., & Smits, L. J. M. (2018) · JMIR Research Protocols · doi:10.2196/10066 · Cited by 11 · see citing works
Self-citationThe unmet need for universal testing for hyperglycaemia in pregnancy and the FIGO guideline
Kapur, A., Mahmood, T., & Hod, M. (2017) · BJOG An International Journal of Obstetrics & Gynaecology · doi:10.1111/1471-0528.14659 · Cited by 8 · see citing works
Görig, T., Schneider, S. O., Böck, C., Maul, H., Kleinwechter, H. J., & Diehl, K. (2015) · Midwifery · doi:10.1016/j.midw.2015.07.001 · Cited by 4 · see citing works
Lemmens, S. M. P., & Scheepers, H. C. J. (2019) · doi:10.17303/jwhg.2019.6.305 · Cited by 4 · see citing works
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Evolution of Gestational Diabetes Mellitus across Continents in 21st Century
Dłuski, D. F., Ruszała, M., Rudziński, G., Pożarowska, K., Brzuszkiewicz, K., & Leszczyńska-Gorzelak, B. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192315804 · Cited by 41 · see citing works
Oğlak, S. C., Yılmaz, E. Z., & Budak, M. Ş. (2024) · Journal of Obstetrics and Gynaecology · doi:10.1080/01443615.2024.2329880 · Cited by 13 · see citing works
Sri, M. M. (2025) · Journal of Emerging Technologies and Innovative Research · doi:10.56975/jetir.v12i7.566931
- Authors
- van Montfort, P., Scheepers, H. C. J., van Dooren, I. M. A., Meertens, L. J. E., Wynants, L., Zelis, M., Zwaan, I. M., Spaanderman, M. E. A., & Smits, L. J. M.
- Affiliations
- Department of Epidemiology Care and Public Health Research Institute Maastricht University Maastricht The Netherlands
- Maastricht University Medical Centre (NL)
- Department of Obstetrics and Gynecology Sint Jans Gasthuis Weert Weert The Netherlands
- Maastricht University (NL)
- Zuyderland Medisch Centrum (NL)
- Laurentius Ziekenhuis (NL)
- St.Jans Gasthuis Weert (NL)
- ORCID
- Venue
- International Journal of Gynecology & Obstetrics
- Publisher
- Wiley
- Published
- 2021-01-05
- Volume
- 154
- Issue
- 1
- Pages
- 85-91
- ISSN
- 0020-6695 (ISSN-L)
- 0020-7292
- 1879-3479
- PMC
- PMC8247415
- OpenAlex
- W3108871458
- Cited by
- 4
- References
- 30
- Citations by year
- 2025: 1 · 2024: 1 · 2022: 2
- FWCI
- 0.31
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- International Journal of Gynecology & Obstetrics (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Research Publications (Maastricht University) (publishedVersion, cc-by-nc-nd)
- Lirias (acceptedVersion, cc-by-nc-nd)
- Research Publications (Maastricht University) (submittedVersion, cc-by-nc-nd)
- Funders
- ZonMw
- Topics
- Health Sciences › Medicine › Obstetrics and Gynecology › Gestational Diabetes Research and Management
- Health Sciences › Medicine › Obstetrics and Gynecology › Maternal and Perinatal Health Interventions
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- gestational diabetes mellitus, targeted screening, oral glucose tolerance test, risk counseling, implementation, patient discomfort, universal screening, obstetric care
- MeSH terms
- Adult, Female, Glucose Tolerance Test, Humans, Mass Screening, Netherlands, Pregnancy, Prospective Studies, Risk Factors, Cohort Studies, Diabetes, Gestational, Practice Guidelines as Topic
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