School-age outcomes among IVF-conceived children: A population-wide cohort study
- PMID: 36693021
- PMCID: PMC9873192
- DOI: 10.1371/journal.pmed.1004148
School-age outcomes among IVF-conceived children: A population-wide cohort study
Abstract
Background: In vitro fertilisation (IVF) is a common mode of conception. Understanding the long-term implications for these children is important. The aim of this study was to determine the causal effect of IVF conception on primary school-age childhood developmental and educational outcomes, compared with outcomes following spontaneous conception.
Methods and findings: Causal inference methods were used to analyse observational data in a way that emulates a target randomised clinical trial. The study cohort comprised statewide linked maternal and childhood administrative data. Participants included singleton infants conceived spontaneously or via IVF, born in Victoria, Australia between 2005 and 2014 and who had school-age developmental and educational outcomes assessed. The exposure examined was conception via IVF, with spontaneous conception the control condition. Two outcome measures were assessed. The first, childhood developmental vulnerability at school entry (age 4 to 6), was assessed using the Australian Early Developmental Census (AEDC) (n = 173,200) and defined as scoring <10th percentile in ≥2/5 developmental domains (physical health and wellbeing, social competence, emotional maturity, language and cognitive skills, communication skills, and general knowledge). The second, educational outcome at age 7 to 9, was assessed using National Assessment Program-Literacy and Numeracy (NAPLAN) data (n = 342,311) and defined by overall z-score across 5 domains (grammar and punctuation, reading, writing, spelling, and numeracy). Inverse probability weighting with regression adjustment was used to estimate population average causal effects. The study included 412,713 children across the 2 outcome cohorts. Linked records were available for 4,697 IVF-conceived cases and 168,503 controls for AEDC, and 8,976 cases and 333,335 controls for NAPLAN. There was no causal effect of IVF-conception on the risk of developmental vulnerability at school-entry compared with spontaneously conceived children (AEDC metrics), with an adjusted risk difference of -0.3% (95% CI -3.7% to 3.1%) and an adjusted risk ratio of 0.97 (95% CI 0.77 to 1.25). At age 7 to 9 years, there was no causal effect of IVF-conception on the NAPLAN overall z-score, with an adjusted mean difference of 0.030 (95% CI -0.018 to 0.077) between IVF- and spontaneously conceived children. The models were adjusted for sex at birth, age at assessment, language background other than English, socioeconomic status, maternal age, parity, and education. Study limitations included the use of observational data, the potential for unmeasured confounding, the presence of missing data, and the necessary restriction of the cohort to children attending school.
Conclusions: In this analysis, under the given causal assumptions, the school-age developmental and educational outcomes for children conceived by IVF are equivalent to those of spontaneously conceived children. These findings provide important reassurance for current and prospective parents and for clinicians.
Copyright: © 2023 Kennedy et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Conflict of interest statement
I have read the journal’s policy and the authors of this manuscript have the following competing interests: BV has a paid role as a member of the Therapeutic Goods Administration. BV, FA and KS own shares in respective IVF companies (Monash IVF, Virtus Health and Melbourne IVF).
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References
-
- Adamson GD, de Mouzon J, Chambers G, Zegers-Hochschild F, Ishihara O, Banker M, et al.. International Committee for Monitoring Assisted Reproductive Technology: world report on assisted reproductive technology. 2017. Available from: https://www.icmartivf.org/reports-publications/. - PubMed
-
- European Society of Human Reproduction and Embryology. More than 8 million babies born from IVF since the world’s first in 1978: European IVF pregnancy rates now steady at around 36 percent, according to ESHRE monitoring. ScienceDaily. 2018. [cited 2021 Nov 8]. Available from: www.sciencedaily.com/releases/2018/07/180703084127.htm [Internet].
-
- European Society of Human Reproduction and Embryology. World’s number of IVF and ICSI babies has now reached a calculated total of 5 million. ScienceDaily. 2012. [cited 2021 Nov 8]. Available from www.sciencedaily.com/releases/2012/07/120702134746.htm>.
-
- Newman JE, Paul RC, Chambers GM. Assisted reproductive technology in Australia and New Zealand 2018. National Perinatal Epidemiology and Statistics Unit, the University of New South Wales, Sydney, 2020. Available from: https://npesu.unsw.edu.au/surveillance/assisted-reproductive-technology-....
-
- Australian Bureau of Statistics. Births, Australia. Canberra, Australia: Australian Bureau of Statistics, 2018. Available from: https://www.abs.gov.au/statistics/people/population/births-australia/2018.
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