ArticlePLoS medicine2020
Variations in use of childbirth interventions in 13 high-income countries: A multinational cross-sectional study.
Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 93 papers, 11 of them syntheses that pooled it.
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Who cites it
93 citing papers in PubMed, 11 syntheses or guidelines pooled it, 206 citations in OpenAlex.
- Umbrella review and meta-analysis of the effect of delayed and immediate pushing in the second stage of labor on neonatal outcomes.Archives of gynecology and obstetrics · 2025Pooled it
- The Cost and Cost-Effectiveness of Childbirth Settings: A Systematic Review.Applied health economics and health policy · 2025Pooled it
- Pharmacological pain relief and women´s birth experience: a systematic review.BMC pregnancy and childbirth · 2025Pooled it
- Pharmacogenetics of opioid medications for relief of labor pain and post-cesarean pain: a systematic review and meta-analysis.European journal of clinical pharmacology · 2025Pooled it
- Pooled it
- Maternal and newborn plasma oxytocin levels in response to maternal synthetic oxytocin administration during labour, birth and postpartum - a systematic review with implications for the function of the oxytocinergic system.BMC pregnancy and childbirth · 2023Pooled it
- Labor epidural analgesia and subsequent risk of offspring autism spectrum disorder and attention-deficit/hyperactivity disorder: a cross-national cohort study of 4.5 million individuals and their siblings.American journal of obstetrics and gynecology · 2023Pooled it
- Interventions for the prevention or treatment of epidural-related maternal fever: a systematic review and meta-analysis.British journal of anaesthesia · 2022Pooled it
- Comparison of ultra-low, low and high concentration local anaesthetic for labour epidural analgesia: a systematic review and network meta-analysis.Anaesthesia · 2022Pooled it
- Routine vaginal examinations compared to other methods for assessing progress of labour to improve outcomes for women and babies at term.The Cochrane database of systematic reviews · 2022Pooled it
- Induction of labour at 41 weeks or expectant management until 42 weeks: A systematic review and an individual participant data meta-analysis of randomised trials.PLoS medicine · 2020Pooled it
- The effect of mindfulness-based counseling on the childbirth experience of primiparous women: a randomized controlled clinical trial.BMC pregnancy and childbirth · 2023Trial
- Effectiveness of a physical therapy program using peanut ball positions during the first stage of labor on maternal and neonatal outcomes: randomized clinical trial.Brazilian journal of physical therapyTrial
- Epidural Analgesia in Labor: A Nationwide Evaluation of Utilization in Germany.Deutsches Arzteblatt international · 2026Observational
- Midwifery Students' Definitions of Normal Labor and Birth: A Study From Five Countries.Birth (Berkeley, Calif.) · 2026Article
- Labour epidural analgesia and early childhood behavioural outcomes: the moderating role of maternal mental health and pro-inflammatory cytokines.Anaesthesia · 2026Article
- Knowledge, attitude and practice of labor neuraxial analgesia in pregnant women and their partners: a cross-sectional survey in China.BMC pregnancy and childbirth · 2026Article
- Association of intrapartum epidural analgesia and oxytocin exposure with offspring autism and neurodevelopment from the Japan Environment and Children's Study.Scientific reports · 2026Article
- Analgesic Efficacy and Adverse Effects of Epidural Ropivacaine Combined with Equipotent Alfentanil or Sufentanil for Labor Analgesia: A Multicenter Randomized Controlled Single-Blind Trial.Pain and therapy · 2026Article
- The Carbon Footprint of a Cesarean Section: A Study on Real-Time, Prospectively Collected Data of Disposables, Energy, and Reusables.The journal of obstetrics and gynaecology research · 2026Observational
33 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
21 authors at 17 institutions in 13 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundVariations in intervention rates, without subsequent reductions in adverse outcomes, can indicate overuse. We studied variations in and associations between commonly used childbirth interventions and adverse outcomes, adjusted for population characteristics. METHODS AND
findingsIn this multinational cross-sectional study, existing data on 4,729,307 singleton births at ≥37 weeks in 2013 from Finland, Sweden, Norway, Denmark, Iceland, Ireland, England, the Netherlands, Belgium, Germany (Hesse), Malta, the United States, and Chile were used to describe variations in childbirth interventions and outcomes. Numbers of births ranged from 3,987 for Iceland to 3,500,397 for the USA. Crude data were analysed in the Netherlands, or analysed data were shared with the principal investigator. Strict variable definitions were used and information on data quality was collected. Intervention rates were described for each country and stratified by parity. Uni- and multivariable analyses were performed, adjusted for population characteristics, and associations between rates of interventions, population characteristics, and outcomes were assessed using Spearman's rank correlation coefficients. Considerable intercountry variations were found for all interventions, despite adjustments for population characteristics. Adjustments for ethnicity and body mass index changed odds ratios for augmentation of labour and episiotomy. Largest variations were found for augmentation of labour, pain relief, episiotomy, instrumental birth, and cesarean section (CS). Percentages of births at ≥42 weeks varied from 0.1% to 6.7%. Rates among nulliparous versus multiparous women varied from 56% to 80% versus 51% to 82% for spontaneous onset of labour; 14% to 36% versus 8% to 28% for induction of labour; 3% to 13% versus 7% to 26% for prelabour CS; 16% to 48% versus 12% to 50% for overall CS; 22% to 71% versus 7% to 38% for augmentation of labour; 50% to 93% versus 25% to 86% for any intrapartum pain relief, 19% to 83% versus 10% to 64% for epidural anaesthesia; 6% to 68% versus 2% to 30% for episiotomy in vaginal births; 3% to 30% versus 1% to 7% for instrumental vaginal births; and 42% to 70% versus 50% to 84% for spontaneous vaginal births. Countries with higher rates of births at ≥42 weeks had higher rates of births with a spontaneous onset (rho = 0.82 for nulliparous/rho = 0.83 for multiparous women) and instrumental (rho = 0.67) and spontaneous (rho = 0.66) vaginal births among multiparous women and lower rates of induction of labour (rho = -0.71/-0.66), prelabour CS (rho = -0.61/-0.65), overall CS (rho = -0.61/-0.67), and episiotomy (multiparous: rho = -0.67). Variation in CS rates was mainly due to prelabour CS (rho = 0.96). Countries with higher rates of births with a spontaneous onset had lower rates of emergency CS (nulliparous: rho = -0.62) and higher rates of spontaneous vaginal births (multiparous: rho = 0.70). Prelabour and emergency CS were positively correlated (nulliparous: rho = 0.74). Higher rates of obstetric anal sphincter injury following vaginal birth were found in countries with higher rates of spontaneous birth (nulliparous: rho = 0.65). In countries with higher rates of epidural anaesthesia (nulliparous) and spontaneous births (multiparous), higher rates of Apgar score < 7 were found (rhos = 0.64). No statistically significant variation was found for perinatal mortality. Main limitations were varying quality of data and missing information.
conclusionsConsiderable intercountry variations were found for all interventions, even after adjusting for population characteristics, indicating overuse of interventions in some countries. Multivariable analyses are essential when comparing intercountry rates. Implementation of evidence-based guidelines is crucial in optimising intervention use and improving quality of maternity care worldwide.
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