Evidence map›Paper›PMID 41834337›Full record

ArticleBJOG : an international journal of obstetrics and gynaecology2026

Prenatal Prescription Opioid Analgesic Exposure and Academic Performance in Third Grade Children: A Population-Based Cohort Study.

Bianca Varney, Helga Zoega, Malcolm B Gillies, Claudia Bruno, Alys Havard, Antonia Shand, Natasha Nassar, Jonathan Brett

Abstract read
In one paragraph

Article in BJOG : an international journal of obstetrics and gynaecology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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No citing paper in PubMed yet.

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

8 authors.

Bianca VarneyMedicines Intelligence Research Program, School of Population Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia.
Helga ZoegaCentre of Public Health Sciences, Faculty of Medicine, University of Iceland, Reykjavík, Iceland.
Malcolm B GilliesMedicines Intelligence Research Program, School of Population Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia.
Claudia BrunoMedicines Intelligence Research Program, School of Population Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia.
Alys HavardMedicines Intelligence Research Program, School of Population Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia.ORCID https://orcid.org/0000-0001-6563-8804
Antonia ShandDepartment of Maternal Fetal Medicine, Royal Hospital for Women, Randwick, Sydney, Australia.
Natasha NassarLeeder Centre for Health Policy, Economics and Data, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.
Jonathan BrettMedicines Intelligence Research Program, School of Population Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia.

Funding

Financial Markets Foundation for ChildrenNational Health and Medical Research CouncilUNSW Scientia Program Award
6 · The paper itself

Abstract

objectiveTo evaluate the association between prenatal exposure to opioids analgesics and academic performance in third grade children.

designPopulation-based cohort study using linked data from New South Wales birth records, medicine dispensing data, and national standardised test results.

settingNew South Wales, Australia (2003-2011). POPULATION: Liveborn children of concessional women, excluding those whose mothers lived interstate, were overseas visitors, or had records of opioid dependence.

methodsExposure was defined as ≥ 1 opioid dispensed during pregnancy stratified by pregnancy timing, dose, and type of monotherapy. Reading and numeracy z-scores were compared between children with and without prenatal opioid exposure using linear mixed-effects models incorporating propensity score weights and accounting for maternal and school clustering.

main outcome measuresStandardised national reading and numeracy Z-scores for third-grade children.

resultsAmong 85,478 eligible children, 70,882 (82.9%) had test scores, with 7,664 (10.2%) prenatally exposed to opioids analgesics, mainly codeine. Prenatal e.xposure to opioid analgesics was associated with a slight decrease in standardised reading and numeracy test scores (adjusted mean difference [aβ] -0.05, 95% CI -0.06 to -0.03), below the conventional threshold for a small effect (Cohen's d = 0.2). Codeine and oxycodone results were similar to those for any opioid exposure, while a larger difference was observed for tramadol (reading aβ -0.25, 95% CI -0.31 to -0.18; numeracy aβ -0.22, 95% CI -0.29 to -0.16).

conclusionsPrenatal exposure to codeine and oxycodone do not have meaningful impacts on third-grade academic performance. In contrast, tramadol was associated with lower reading and numeracy scores, though whether this reflects a true effect or is attributable to unmeasured confounding remains unclear and warrants further investigation.

Indexed as

Academic PerformanceAnalgesics, OpioidPrenatal Exposure Delayed EffectsChildCodeineCohort StudiesFemaleHumansMaleNew South WalesPregnancyTramadolAnalgesics, OpioidCodeineTramadol

Identifiers

PMID41834337
PMCPMC13254002

What Socratic holds

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LicenceCC BY
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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.