Evidence map›Paper›PMID 40289394›Full record

ArticleActa obstetricia et gynecologica Scandinavica2025

The relationship between crowding in the delivery ward and the risk of postpartum hemorrhage.

Linnea V Ladfors, Natalie Holowko, Can Liu, Louise Lundborg, Mia Ahlberg, Fredrik Granath, Olof Stephansson

Abstract read
In one paragraph

Article 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. Article
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

7 authors.

Linnea V LadforsClinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.ORCID https://orcid.org/0000-0001-9417-6936
Natalie HolowkoClinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.ORCID https://orcid.org/0000-0002-9124-3264
Can LiuClinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.
Louise LundborgClinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.
Mia AhlbergClinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.ORCID https://orcid.org/0000-0001-8612-6277
Fredrik GranathClinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.
Olof StephanssonClinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.ORCID https://orcid.org/0000-0003-1528-4563

Funding

Forskningsrådet om Hälsa, Arbetsliv och Välfärd 2019-00590Vetenskapsrådet 2019-01275Vetenskapsrådet 2023-06100
6 · The paper itself

Abstract

introductionPostpartum hemorrhage (PPH) is a key concern in maternal health, with early identification important for preventing severe complications. In a crowded delivery ward, where the number of births exceeds the normal range, labor management, and PPH prevention may be compromised. Although previous research has mainly focused on crowding over the entire day, it remains unclear whether crowding in the hours surrounding birth influences PPH risk. Therefore, our study aimed to assess the association between delivery ward crowding, adjacent to birth, and PPH and to explore whether births during periods of potentially lower staffing, such as summer months or weekends, could amplify this risk. MATERIAL AND

methodsThis case-control study included 1 027 620 births in Sweden (2004-2019) from the Medical Birth Register. PPH, defined as estimated blood loss >1000 mL, cases were identified using a diagnostic code for PPH and were matched (1:10) with controls by the standardization criteria: delivery ward, year, and time of birth (night/day). The secondary outcome was PPH with blood transfusion. After standardization, crowding was defined as the number of births in a ±2-h interval around the index birth exceeding the 75th percentile. Unadjusted conditional logistic regression was used to study the association between crowding and PPH, PPH with blood transfusion, and to examine whether giving birth during a weekend or summer vacation month (June-August) modified these associations. Results were presented as odds ratios (OR) with 95% confidence intervals (CI).

resultsLabor induction and emergency cesarean delivery were less common in births that occurred during crowded compared to noncrowded time intervals. Crowding was not associated with an increased risk of PPH (OR: 0.97; 95% CI: 0.95-0.99) or PPH with blood transfusion (OR: 0.99; 95% CI: 0.92-1.07). Giving birth during a summer month or a weekend did not change the estimates for the association between crowding and PPH.

conclusionsFocusing on a narrow time frame around birth, crowding in the delivery ward was not associated with an increased, but instead a modest reduction, in risk of PPH. Future studies should investigate how staffing in relation to crowding influences the risk of PPH and other adverse birth outcomes.

Indexed as

CrowdingDelivery, ObstetricDelivery RoomsPostpartum HemorrhageAdultBlood TransfusionCase-Control StudiesFemaleHumansPregnancyRegistriesRisk FactorsSwedencase‐control studieslogistic modelspostpartum hemorrhagepregnancySwedenworkforce

Identifiers

PMID40289394
PMCPMC12144578

What Socratic holds

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LicenceCC BY-NC
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Registered trials

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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 Socratic graph.