Motherhood
How AI and software can make a positive difference to maternity outcomes – report

Women are more likely to receive good care during pregnancy where AI and other clinical software tools are used, a large review of research has found.
Researchers conducted a review of over 12,000 papers and 87 articles for different AI and related software tools, investigating the impact of their use in maternity settings.
A meta-analysis of 35 included studies found the odds of improved outcomes was 1.69 times higher in women cared for using CDSS, with data from over 5.2 million pregnancies in both high-income and low-and-middle-income countries.
The findings revealed that although there were variations in each situation and implementation of CDSS that they reviewed, most showed improvements in outcomes for the pregnancies.
Academics from the University of Birmingham, Birmingham Health Partners, Keele University, Warwick University and the Shrewsbury and Telford Hospitals NHS Trust evaluated almost 50 different types of CDSS across 49 High-Income and 38 Low-and-Middle-Income Countries.
Neil Cockburn, health informatics research fellow at the University of Birmingham, said: “The [UK] government has made digital transformation of the NHS a top priority to improve quality of care and reduce costs, and clinical decision support systems will be a key technology in delivering these improvements. However, there needs to be systematic, rigorous, and rapid evaluation of the tools being used in order to ensure they are doing what is expected while keeping up with the pace of change in technology.
“”Maternity services are under huge pressure in the UK and internationally, and that makes it challenging to offer safe services. We can see this in the huge rise in hospitals receiving support from the Maternity Safety Support Programme.”
“One solution is the use of AI and related software tools called clinical decision support systems to help expecting families and healthcare workers to make safe decisions, so we looked at every evaluation of these kinds of software ever published in academic literature.”
In one study led by the Bristol University which was reviewed, a software programme trialled was designed to help women decide if they wanted a vaginal birth after previously having a c-section. This CDSS supported women in feeling more confident about their decisions by providing them with useful information about risks and benefits, while reducing the rate of c-section overall.
Another study supported by the Tommy’s National Centre for Miscarriage Research trialled a risk-prediction model to accurately triage women as at low risk of having an ectopic pregnancy, which can be life-threatening in some cases. These examples highlighted the possibility for CDSS to support both clinical and individual decision-making concerning maternity care; an important step for supporting safe pregnancies in the future.
The researchers note that while substantial contributions can be made to maternity care with CDSS, it relies on appropriateness to each unique situation. As the first systematic review of CDSS, it is hoped that this will encourage evaluations of different CDSS to continue aiding clinicians, developers, and researchers in maternity care.
Motherhood
Natural birth pressure harming new mothers’ mental health, research finds

Pressure to have a natural birth can cause lasting psychological harm when labour does not go to plan, new research shows.
The study found that the messages women receive during pregnancy are directly linked to the shame and self-blame many feel when those expectations are not met.
For the first time, the research provides an explanation for why unmet birth expectations contribute to psychological harm.
Several women involved in the research said they felt they had not given birth “properly”, even when medical intervention had saved their lives.
Rebecca Matthews, lead author and PhD researcher at the University of Reading, said: “These women were not failed by their bodies, they were failed by the messages they were given.
“Birth trauma does not begin with birth. It begins in the ideology sold to women throughout pregnancy.
“For the first time we can explain precisely how, by showing how birth culture creates a moral standard for women that defines what a good mother does and then leaves them to blame themselves when birth does not match that.
“Until we reform the way we prepare women for birth, we will keep seeing the same devastating consequences for mothers and their babies.”
The researchers interviewed 21 first-time mothers in the UK whose births did not go as planned.
From NCT and hypnobirthing classes, to social media to midwives, the researchers heard how women are surrounded by messaging that frames natural, unmedicated vaginal birth as the “gold standard”, not just medically preferable, but as a mark of being a good mother and the first test of maternal worth.
Research shows around half of women report their birth differed significantly from their expectations, and for the women in this study, all of whom experienced exactly that, the psychological consequences were profound.
Women judged themselves against the internalised moral standard that this ideology had created.
The researchers are calling for antenatal education to stop treating one kind of birth as the goal and to present all birth outcomes as equally valid routes to motherhood.
They also call for better postnatal screening for women whose births did not go as expected, specifically targeting the shame, self-blame and identity disruption that this research identifies as mechanisms underlying birth trauma.
The findings align with and extend the conclusions of the Kirkup, Ockenden and Birth Trauma Inquiry reports, all of which documented how the institutional pursuit of “normal birth” contributed to preventable harm.
This research provides the first theoretical explanation of how that ideology generates individual psychological harm and points to antenatal messaging as the primary site of such preventable harm.
Pregnancy
Wales becomes first UK nation to unite maternity care under a single digital record

System C has completed the national rollout of BadgerNet Maternity across all seven NHS Health Boards in Wales. This is the first time any UK nation has unified its maternity care under a single digital record and patient-facing app.
With approximately 26,000 babies born annually in Wales, BadgerNet connects maternity information across organisational boundaries in the country.
Expectant parents can access their records, maternity appointments and key updates digitally through a single app, wherever they receive care while clinicians have secure access to the right information at the point of care.
The national three-year agreement across all Heath Boards replaces a patchwork of separate local systems and eliminates the need for paper hand-held notes.
Anthony Tracey is director of digital at Hywel Dda University Health Board, the final of the Welsh Health Boards to go live with BadgerNet.
He said: “The rollout of BadgerNet across Wales is a vitally important step forward in modernising our maternity services and providing a consistent service across the country.
“By giving expectant parents direct access to their information and enabling clinicians to share data more effectively, we are strengthening safety, transparency and consistency in maternity care nationwide.”
For expectant parents, the single digital maternity record transforms how they engage with their care.
Instead of carrying paper notes and repeating information at every appointment, parents can access key details, appointments and updates digitally, supporting more informed conversations and shared decision-making.
The result is greater transparency, fewer administrative frustrations and a more joined-up experience throughout pregnancy and into the postnatal period, regardless of which health board they fall under.
For clinicians and Health Boards, the joined-up approach reduces duplication and streamlines handovers across teams and sites. Information is digitally captured once and made available securely wherever it is needed, helping to minimise errors, reduce time spent tracking down notes and support more efficient multidisciplinary working.
At a national level, linking maternity data across Wales creates a foundation for safer, more consistent care.
Aggregated, standardised information enables earlier identification of trends and variation, supports evidence-based policy decisions and enhances long-term service planning.
With a comprehensive view of maternity activity and outcomes across the country, Wales is now better positioned to raise standards for parents, babies and families.
Guy Lucchi, managing director of healthcare at System C, added: “Delivering a truly national approach across all seven Health Boards is a significant achievement for Wales.
“One shared system means information flows with the patient, not the organisation.
“That reduces duplication, supports earlier identification of risk and frees up valuable clinical time.
“Crucially, linking maternity data at a national level provides powerful insight to drive improvement. Health Boards can benchmark, plan services with greater confidence and ensure resources are targeted where they are needed most, while expectant parents benefit from clearer communication and a more connected experience of care.”
Pregnancy
Early birth safer in high blood pressure pregnancies – study
Menopause1 week agoPerimenopause misinformation ‘putting women at risk’
Insight4 weeks agoNIH Grant terminations disproportionately impact minority scientists, research finds
Adolescent health4 weeks agoWUKA brings Period-Positive Pool Party to London Aquatics Centre to keep girls swimming through puberty
Hormonal health3 weeks agoPCOS renamed after decade-long campaign to end ‘cyst’ misconception
Events4 weeks agoWHIS 2026 unveils agenda and first speakers for the leading women’s health summit
Menopause4 weeks agoCBT shows promise for menopause insomnia and hot flashes
Hormonal health2 weeks agoNHS urged to update website following renaming of PCOS
News6 days agoThree menopause innovators shortlisted for Femtech World Award














