Evidence map›Paper›PMID 40415198›Full record

Observational studyActa obstetricia et gynecologica Scandinavica2025

Regional differences in the prevalence of obstetric complications in relation to maternal obesity and food purchases.

Outi Pellonperä, Jelena Meinilä, Jaakko Nevalainen, Heidi Sormunen-Harju, Johanna Metsälä, Mika Gissler, Mikael Fogelholm, Maijaliisa Erkkola, Hannu Saarijärvi, Saila Koivusalo

Abstract readObservational Study
In one paragraph

Observational study in Acta obstetricia et gynecologica Scandinavica, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

1 citing paper in PubMed.

  1. Observational
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

10 authors.

Outi PellonperäDepartment of Obstetrics and Gynecology, Turku University Hospital and University of Turku, Turku, Finland.ORCID https://orcid.org/0000-0001-9272-2278
Jelena MeiniläDepartment of Food and Nutrition, University of Helsinki, Helsinki, Finland.
Jaakko NevalainenUnit of Health Sciences, Faculty of Social Sciences, Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0001-6295-0245
Heidi Sormunen-HarjuTeratology Information Service, Emergency Medicine, Department of Prehospital Emergency Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.ORCID https://orcid.org/0000-0002-1038-4672
Johanna MetsäläDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
Mika GisslerDepartment of Data and Analytics, Finnish Institute for Health and Welfare, Helsinki, Finland.
Mikael FogelholmDepartment of Food and Nutrition, University of Helsinki, Helsinki, Finland.
Maijaliisa ErkkolaDepartment of Food and Nutrition, University of Helsinki, Helsinki, Finland.
Hannu SaarijärviFaculty of Management and Business, Tampere University, Tampere, Finland.
Saila KoivusaloShared Group Services, Helsinki University Hospital, Finland and University of Helsinki, Helsinki, Finland.

Funding

Turku University Hospital, Department of Obstetrics and Gynecology
6 · The paper itself

Abstract

introductionRegional variations exist in the prevalence of type 2 diabetes and cardiovascular disease in Finland. As these conditions share risk factors with major obstetric complications, we aimed to investigate whether there are geographical differences in the prevalence of pregnancy complications and if these differences could be explained by known risk factors such as maternal obesity or dietary intake. MATERIAL AND

methodsIn this observational study, data from the Finnish Medical Birth Register and the Hospital Discharge Register were analyzed for primiparous women who had singleton births in Finland from 2013 to 2017. We calculated regional prevalence rates of gestational diabetes, gestational hypertension, preeclampsia, and premature birth. Loyalty card data from the largest food retailer were utilized to assess the regional average of food purchases of fertile-age women living in single- or two-adult households between September 2016 and December 2017. The datasets were merged by postal codes and organized by cardinal direction regions.

resultsThe birth register included 109 306 women, and data from 3937 purchasers were analyzed. Compared with women living in Southern Finland, those living in the North had higher odds for gestational hypertension (adjusted OR 1.36, 95% CI 1.10-1.68, p = 0.005), while women living in Eastern Finland had greater odds for preeclampsia (adjusted OR 1.21, 95% CI 1.02-1.44, p = 0.030). We did not find regional differences in the prevalence of gestational diabetes or preterm birth. Higher average areal fiber content of the purchases decreased the odds of gestational hypertension (OR 0.90, 95% CI 0.89-0.99, p = 0.022), and diminished gestational hypertension's geographical disparity. Higher means in areal red and processed meat purchases were associated with preterm birth (OR 1.29, 95% CI 1.02-1.62, p = 0.031), and a high maternal body mass index was related to all pregnancy complications (OR 1.3-9.8, p < 0.001 in all comparisons), but they did not account for regional differences.

conclusionsCompared with Southern Finland, hypertensive pregnancy complications were more prevalent in women living in Eastern and Northern Finland. Obesity did not explain regional differences, whereas lower fiber content of purchases in these regions may have contributed to the prevalence of pregnancy hypertension.

Indexed as

Pregnancy ComplicationsPregnancy in ObesityAdultDiabetes, GestationalFemaleFinlandHumansPregnancyPremature BirthPrevalenceRegistriesRisk Factorsbody mass indexgestational diabetesgestational hypertensionloyalty cardnutrientpreeclampsiapregnancypremature labor

Identifiers

PMID40415198
PMCPMC12144603

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.