Durlak et al. (2011), meta-analysis of 213 SEL programs — CASEL and the Learning Policy Institute (casel.org · learningpolicyinstitute.org).
Belfield et al. (2015), ‘The Economic Value of Social and Emotional Learning’, Center for Benefit-Cost Studies of Education, Columbia University, in the Journal of Benefit-Cost Analysis (cbcse.org).
United Kingdom: GOV.UK on mental health and wellbeing support in schools; NICE; Education Endowment Foundation (‘Healthy Minds’).
Australia: Be You (beyou.edu.au); Hoare et al. (2020), ANZJP; ACER KidsMatter evaluation.
Singapore: Ministry of Education — Social and Emotional Learning within Character & Citizenship Education (moe.gov.sg).
Africa: ‘Four Steps To My Future’ pilot (PMC10953368); Ghana SEL study, Nature Scientific Reports (2025).
Latin America: Peru Ministry of Education and World Bank SEL evaluation (J-PAL); ‘Um Compasso Para Aprender’ randomised controlled trial, Child Development (2021).
India: NCERT, Mental Health and Wellbeing of School Students — survey of 379,842 students across Classes 6–12 (2022).
The AI-age context: World Economic Forum, Future of Jobs Report 2025; Common Sense Media national survey on teens and AI companions (2025); Pew Research Center on teen chatbot use (2025).
A note on these figuresFigures are reported from the studies above; emeeqo has not independently reproduced them. The economic-return study was conducted in US dollars — we express the ratio rather than converting it, because the ratio is the finding, not the currency.