Mindspark — adaptive learning in Indian schools
India
An adaptive learning system rigorously evaluated by MIT's J-PAL: students gained 2–2.5× the control group's progress in maths and language …
Gambia · Brikama · See the Gambia profile
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A World Bank-backed pilot brought the AI-adaptive platform Mindspark to pre-service teacher training at The Gambia College. A baseline found only 60% of trainees reached minimum proficiency, and female trainees were hesitant to seek help from all-male coaches.
The Gambia's Teacher Competency Assessment (TCA) found that only 60% of graduating pre-service teachers for lower basic education reached minimum subject-matter proficiency, against a backdrop where roughly 90% of the country's 10-year-olds struggle to read and understand a simple passage. To address the pipeline problem at its source, MoHERST, the Ministry of Basic and Secondary Education, The Gambia College and the World Bank piloted Mindspark, an AI-driven adaptive learning platform, to strengthen trainee teachers' own foundational math and English skills.
The pilot's own World Bank-published Adaptive Learning Toolkit records an important equity finding alongside the diagnostic results: socio-cultural norms significantly affected how female trainees engaged with the software. Female learners were observed to be hesitant to ask questions or request support because of social norms that made them reserved around the pilot's all-male coaches and teachers, which in turn limited their access to help and their effective use of the platform.
At an October 2024 forum in Banjul, Gambian officials including the Minister of Higher Education, Professor Pierre Gomez, and World Bank Senior Economist Jason Weaver reviewed the TCA findings and discussed scaling up adaptive learning technologies alongside the government's parallel move to a three-year teacher training programme.
As of the reported forum, the pilot had produced a rigorous baseline diagnosis and an honestly documented equity failure mode, but no published pre/post evidence yet shows Mindspark improved trainee teachers' own proficiency scores — the practice is evaluated here as an instructive early-stage pilot rather than a proven intervention, and the gendered access gap it surfaced is a caution for other single-gender-coached adaptive learning rollouts.
Read the full analysis: https://thepoint.gm/africa/gambia/national-news/education-stakeholders-convene-forum-on-adoptive-learning-pilot-in-gambia
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India
An adaptive learning system rigorously evaluated by MIT's J-PAL: students gained 2–2.5× the control group's progress in maths and language …
Uruguay
National adaptive mathematics platform (PAM) for all Uruguayan primary (grades 3-6) and lower secondary students since 2013. An independent CINVE …
Côte d'Ivoire
A 22-week difference-in-differences evaluation of the EvidenceB adaptive-learning platform at Gagnoa's Technical and Vocational High School found active users gained …
Malawi
Malawi national programme deploying onecourse (onebillion) AI-adaptive tablets for Standards 1–4 literacy and numeracy across all 6,000 public primary schools …
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