By Dr. Louise Metcalf, Cofounder and President, GHEORG | Registered Psychologist | AI and Digital Health
When business leaders talk about workforce productivity, the conversation almost invariably turns to employee wellbeing, burnout, and mental health support programs. These are important conversations. But they consistently overlook a force that is quietly eroding the focus, energy, and output of a significant proportion of the global workforce every single day: the mental health of employees’ children.
This is not a peripheral concern. It is a measurable, costed business problem, and the evidence base is growing rapidly.
The numbers employers are not seeing
Approximately one in seven children worldwide is affected by a mental health condition, yet the majority receive no care at all. The World Health Organisation estimates that mental health accounts for only two percent of national health budgets globally, a figure unchanged since 2017. Hundreds of millions of children are carrying unaddressed anxiety, depression, and behavioural disorders inside families where at least one adult is also a working professional.
The workplace cost is substantial and well-documented. A 2023 survey by RethinkFirst of two thousand working parents in the United States found that nearly 74 percent had missed work during the previous year specifically to address their child’s mental health or academic difficulties. More than half reported missing up to four days per school year for appointments, crisis-related absences, or school meetings. When aggregated across the workforce, researchers estimated that child-related mental health absenteeism alone could be costing the US economy as much as 65 billion dollars annually in lost productivity. The Integrated Benefits Institute has further documented a twofold increase in absenteeism among employees who are caregivers for a child with mental health needs, compared to those who are not.
Absenteeism is only part of the picture. Deloitte’s 2024 Mental Health and the Workplace report in the identified presenteeism, working while mentally preoccupied and unable to perform at full capacity, as the largest single driver of the 51 billion pound annual mental health burden on UK employers. That report examined the impact of children’s poor mental health on working parents for the first time, finding it to be a material and underestimated contributor. A parent whose child is in crisis does not leave that crisis at the office door.
The investment case is clear
Employers who support workforce mental health see a measurable financial return. Deloitte’s analysis found that for every pound invested in employee mental health, employers receive approximately 4.70 pounds back in productivity gains, a figure based on a review of 26 published studies and robust across sectors and organisation sizes. The question few leaders are yet asking is whether the same logic extends to the mental health of employees’ children. The answer is yes. When a parent has access to credible, effective support for their child, distraction and the logistical burden of navigating inadequate systems are removed. The parent can be fully present. For organisations thinking seriously about talent retention, gender equity in leadership, and the wellbeing infrastructure they offer as an employer of choice, child mental health support is no longer a philanthropic nicety. It is a strategic lever.
Scale changes everything
The traditional clinical response, a referral, a waiting list, a psychologist’s appointment that may be unaffordable or unavailable outside working hours, was already failing children before the post-pandemic surge in need. In many low- and middle-income countries, the treatment gap exceeds 90 percent, meaning fewer than one in ten children who need support receive it. Artificial intelligence, deployed responsibly, changes the geometry of this problem. GHEORG is an AI-enabled digital mental health platform supporting thousands of children in 78 countries, reaching them at home, at times that suit their families, in multiple languages, at a cost that does not force a parent to choose between their child’s mental health and their household budget.
For global employers, this matters in a specific and practical way. The multinational organisation with staff distributed across Southeast Asia, sub-Saharan Africa, and Latin America cannot assume that employee assistance programs designed for a UK or US context will reach the children of those staff. These programs were built for a particular geography, a particular healthcare infrastructure, and a particular income level. The access gap is real, and it falls hardest on exactly the regions where workforces are growing fastest.
The workforce of 2040 is sitting in a classroom right now
Business leaders who think carefully about talent pipelines, succession planning, and the future of labour markets cannot afford to treat child mental health as someone else’s problem. The longitudinal evidence is unambiguous: untreated mental health conditions in childhood produce measurable and persistent negative effects on adult educational attainment, employment participation, and economic productivity. The WHO estimates that over half of all adult mental health conditions show their first symptoms before the age of 14. Research published in the Journal of Human Resources, tracking children from early adolescence through to age 30, found that those with untreated conditions showed persistent negative outcomes into adulthood, while those who received support demonstrated significantly improved psychological and economic wellbeing. Analysis from the National Bureau of Economic Research confirms that depression, anxiety, and stress accounted for 46 percent of all working days lost in the United Kingdom in 2022 and 2023, more than any other category of illness.
The children struggling with unmet mental health needs today are the engineers, managers, clinicians, and entrepreneurs of 2035 and 2045. If we do not address their needs now, at scale, we will spend the following two decades managing the workforce consequences: higher rates of mental health leaves of absence, lower productivity, reduced innovation capacity, and greater dependence on crisis services already under enormous strain.
What responsible AI makes possible
The question is not whether AI has a role in children’s mental health. It already does, at scale, whether we are thoughtful about it or not. The question is whether that AI is safe, evidence-based, and held to the clinical rigour we would demand of any intervention affecting a vulnerable population. At GHEORG, we treat this as a scientific question. We developed VERA-MH-P, the first AI safety evaluation framework designed specifically for conversational AI interacting with children aged five to twelve in mental health contexts, in partnership with medical researchers around the world. It addresses clinical validity, engagement appropriateness, risk detection, response accuracy, and ongoing monitoring: the infrastructure that makes AI-delivered support trustworthy enough for employers, parents, and health systems to rely on.
This matters to employers because trust is what determines whether parents actually use the support available to them. Employee assistance programs that offer mental health resources see notoriously low utilisation rates, in part because employees do not trust that the support is genuinely effective and in part because the services offered were never designed with their specific circumstances in mind. An AI platform underpinned by a published, peer-reviewed safety framework is a fundamentally different proposition. It is something an employer can stand behind, and something a parent can engage with, because the evidence for its safety has been independently established.
The productivity crisis inside your workforce is not primarily a technology problem. It is a trust problem and an access problem. Parents are not struggling because there is a shortage of information about child mental health. They are struggling because there is a shortage of credible, accessible, affordable support that actually works. The business case is there. The technology is there. The evidence is there. The only remaining question is whether business leaders will recognise children’s mental health for what it is: one of the most consequential and under-addressed drivers of workforce performance in the world today.
Dr. Louise Metcalf is Cofounder and President of GHEORG, an AI-enabled digital mental health platform serving thousands of children across 78 countries. She holds a PhD in Science and Psychology, and is a registered psychologist. She leads the development of VERA-MH-P, the first AI safety evaluation framework for paediatric mental health AI.
Read more on thought leadership at The Missing Conversation in Emotional Eating: Why Insight Isn’t Enough—and What Actually Creates Change
