Methodology · Frameworks · Ubuntu / Griot (Africa)

Pre-industrial

Ubuntu / Griot (Africa)

Sub-Saharan Africa — oral tradition spanning millennia

The Ubuntu philosophy ("I am because we are") frames education as fundamentally communal. Griot traditions pass knowledge through story, song, and ceremony. Learning is inseparable from community membership.

Domain coverage

Framework vs developmental baseline — higher is more coverage

Language
8 / 12 baseline
Academic
Moderate gap2 / 5 baseline
Thinking
Moderate gap6 / 12 baseline
Social
18 / 11 baseline
Character
12 / 10 baseline
Physical
10 / 10 baseline
Creative
14 / 8 baseline
Nature
10 / 6 baseline
Practical
12 / 7 baseline
Inner
4 / 4 baseline
Framework scoreDevelopmental baselineSevere gap <30% of baselineModerate gap <60% of baseline

Developmental conflicts

Where this framework under-serves development

These domains receive significantly less coverage than developmental science recommends. The gap creates a mismatch between curriculum expectations and what children actually need at this stage.

Moderate gapAcademic2 vs 5 baseline (40% covered)

Premature academic pressure before age 6–7 competes with developmental tasks (play, motor, social) that have narrower windows. Post age 7, academic engagement should accelerate.

Moderate gapThinking6 vs 12 baseline (50% covered)

Executive function (working memory, inhibitory control, cognitive flexibility) underlies all later learning. Frameworks neglecting cognitive development miss the foundation for academic success.

How conflicts are identified

Domain scores reflect how many distinct skills each framework defines in that area (sourced from official documents and research summaries). The developmental baseline is derived from the organic distribution of our canonical milestone set — what actually emerged when we clustered skills cross-culturally. A severe gap means the framework covers less than 30% of the developmental baseline in that domain. A moderate gap means 30–60% coverage. Over-indexed means more than 2× the baseline.