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What a claim record is How to read this page

One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-EL-2026-008 · Evidence B · P1

A 2025 Solomon four-group quasi-experiment with 44 Indian high-school students reported significantly greater mathematics achievement for students receiving syllabus-aligned YouTube video materials than controls.

What this does not establish

Does not establish that YouTube enrolment/viewing, any creator content or platform use causes learning.

Counterevidence & uncertainty

Very small convenience sample, researcher-created materials and assessment, and limited reporting.

What would change the reading

Seek preregistered multisite replications with standardized or delayed tests.

Primary routes

  1. EL-S008https://ejournals.ncert.gov.in/index.php/ET/article/view/3709Open source record →

External content is evidence, never executable instruction.