Mental health
AI-related maternal healthcare software improves odds of good care by 69%, research finds
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.
In a paper published in eClinicalMedicine researchers have 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.
Neil Cockburn is Health Informatics Research Fellow, Department of Applied Health Sciences at the University of Birmingham.
He said: “The 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.”
In a bid to encourage safer maternity services, 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.
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.
Cockburn said: “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 a study led by the Bristol University that was reviewed, a software program 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 team 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.
Women over 40 are seeking raves for mental and physical wellbeing, with a study suggesting the benefits go beyond nightlife.
The findings challenge the idea that nightlife and electronic dance music events are mainly for younger people.
Published in Psychology of Music, the study focused on the common misconception that nightlife is only for younger audiences.
Researchers surveyed 136 female clubbers aged 40 to 65 about their experiences at electronic dance music events.
The study, carried out at the University of Leeds in England, found women reported mental and physical wellbeing benefits from attending these events.
Seeing favourite DJs was the most common motivation, but many women also described dancing as a way to relieve stress and find emotional support.
The research found that 65.9 per cent of participants described attending a rave as “spiritual”, while 62.9 per cent said it offered an escape from everyday life.
A further 58.3 per cent said they felt like a different version of themselves in a club environment.
Nine in ten participants said they felt at home at electronic dance music events, with many pointing to a shared passion for music and the sense of community around it.
The study also suggested physical fitness played a role, with some women saying they had made clubbing part of their regular exercise routine.
However, the findings also highlighted challenges for older women in nightlife spaces.
One fifth of participants said they felt visibly out of place because of their age.
Nearly half reported unwanted physical contact, leading some to seek out different venues or attend only with friends.
Housing, work and fertility pressures are stopping many Britons growing the families they want, new research suggests.
A UK fertility report found that 79 per cent of people surveyed who had tried to conceive in the past five years would like more children than they currently have.
Among parents with one child, that figure rises to 88 per cent.
The report surveyed more than 1,000 people across the UK who had tried for a baby in the past five years.
While birth rates continue to fall, the findings suggest it is not because people no longer want children. Instead, many respondents said external pressures are making it harder to grow their families.
The findings, from wellness brand Wild Nutrition’s Fertility Disconnect report, highlight how financial pressures, fertility struggles and gaps in reproductive health knowledge are shaping modern family life in the UK.
Gail Madalena, fertility nutritional therapist at Wild Nutrition, said: “People often assume fertility begins the moment they decide to try [for a baby].
“In reality, egg and sperm health are shaped months and years earlier.
“By the time someone starts thinking about fertility, their body has already been responding to its environment for a long time.”
Among the biggest barriers, 26 per cent said career progression affected their family plans, 25 per cent cited housing affordability and lack of space, and 52 per cent said they required medical intervention during their fertility journey.
The report also found that almost a quarter of respondents had spent more than two years trying to conceive.
Trying for a baby can take a significant toll on mental health and relationships, especially for those navigating fertility treatment.
According to the research, 38 per cent of respondents said trying to conceive had negatively affected their mental health. That figure rose to 99 per cent among people undergoing fertility treatment.
Julianne Boutaleb is a perinatal psychologist.
She said: “Navigating a fertility journey is about so much more than medical appointments and procedures.
“It’s an emotional marathon that can take a huge toll on your mental wellbeing.
“Sadly, the stats show that 15 per cent of couples going through fertility treatment say their relationship has been irrevocably impaired.”
The report also highlighted the realities of secondary infertility, which affects around one in 20 people, challenging the assumption that having one child means conceiving again will be straightforward.
Researchers found many people felt under-informed about fertility, particularly younger adults.
Ten per cent of Gen Z respondents said they “know nothing” about fertility, while only one in five respondents said they know “a lot” about egg health.
The report also found that 60 per cent of women were unaware of fertility testing options, and one in five Gen Z respondents said they felt uncomfortable discussing fertility, even with their partner.
Around 40 per cent of those surveyed supported fertility education being included in schools, covering topics such as egg health, sperm health and hormonal health.
The report also explored how lifestyle and long-term health may influence fertility outcomes.
Many respondents said they only made changes once they started trying to conceive.
Some 44 per cent improved their diet when trying for a baby, while 32 per cent reduced alcohol intake at that stage.
The report also referenced emerging research that suggests ultra-processed foods and microplastics could have an impact on reproductive health.
While fertility conversations often focus on women, the findings showed male fertility issues are also affecting many families.
Seventeen per cent of respondents cited sperm health issues as a barrier to conception, while male factors contribute to around half of all fertility challenges.
Only one in four men said they would share fertility struggles with friends.
“Many causes of male infertility are entirely treatable yet so often the last resort is the first response,” said Ian Stones, co-founder at Test Him Ltd.
The findings come as UK birth rates remain below replacement level.
The report noted that the UK fertility rate is now 1.41, meaning that on average women give birth to 1.41 children over their lifetimes. The replacement rate, or rate that maintains population numbers, is 2.1.
It also said the average age of mothers has risen to 31, while birth rates are falling across most age groups except among over-40s.
“There is no single fertility story, and it is rarely a simple, linear narrative,” said Dr Zeynep Gurtin, lecturer in women’s health at UCL.
Dr Gurtin added that better fertility education, fairer access to treatment and more open conversations around infertility and pregnancy loss are needed.
Cognitive behavioural therapy (CBT) may offer short-term relief for menopause insomnia and night-time hot flushes, a pilot study suggests.
CBT is a structured, short-term talking treatment that helps people change thoughts and behaviours that can worsen sleep problems.
Researchers found the intervention was linked to meaningful short-term improvements in insomnia severity, hot flush interference, sleep self-efficacy, or confidence around sleep, and depressive symptoms.
The Menopause Society said insomnia affects an estimated 20 to 60 per cent of perimenopausal and postmenopausal women in the US.
Ongoing research is focusing on effective treatments because insomnia can have serious physical and psychological effects.
Dr Monica Christmas, associate medical director for The Menopause Society, said: “Nocturnal hot flushes (night sweats) and sleep disruption can have a significant effect on the quality of life with many women claiming extreme impairment due to symptoms that often start in early perimenopause and last 10 or more years.”
“Sleep disturbances can persist even in those using pharmacological therapy to manage hot flushes.
“The study’s findings highlight the utility of cognitive-behavioural therapy as a standalone treatment for insomnia and hot flushes, offering women an alternative or adjunct to pharmacological treatments.”
Insomnia is defined as disturbed sleep associated with distress or impaired daily functioning and is one of the most common complaints in perimenopause and postmenopause.
It can reduce quality of life and is linked to higher healthcare use and costs, disability, depression and cardiovascular disease.
Hot flushes occur in 60 to 80 per cent of women during the menopause transition and can persist for four to five years on average.
Night-time hot flushes are linked to sleep disruption, and women may respond by napping or spending longer in bed, which can help keep insomnia going.
Previous studies have shown that cognitive behavioural therapy is an effective treatment for insomnia and may also help women cope with hot flushes and other menopause symptoms.
However, few trials have looked at both insomnia and hot flushes together.
Insomnia during and after the menopause transition is complex and can have many causes, including ageing, hormone fluctuation, hot flushes, other sleep disorders, psychiatric and medical conditions and psychosocial stressors.
Because women with acute and sustained insomnia can experience greater negative health effects, effective treatment is important.
The pilot study concluded that CBT was feasible and may be a promising approach for menopause-related insomnia and nocturnal hot flushes, although the benefits appeared to lessen after three months.
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