Early warning signals

Which schools deviate from the national average?

A single number says little — but red flags are a warning. The analysis identifies five warning signals: low teacher certification, high student-teacher ratio, SALSA underperformance, negative trends and active injunctions from the Schools Inspectorate.

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Which schools should you watch?

Schools rarely deteriorate overnight. It often starts with small signals: the merit value drops a few points, pupils become fewer, the share of certified teachers declines.

The analysis checks five warning signals (same criteria as each school page):

Statistics: academic year 2023/24. Source: Skolverket open data, Kolada and SCB. Processed by Skolkoll. Glossary · About the data.

Primary sources in this visualization

Jump directly to the definitions and source notes for the measures used in this chart.

About the measures in this visualisation

Merit score year 9(Skolverket)Number of pupils(Skolverket)Certified teachers(Skolverket)Pupils per teacher(Skolverket)
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