Matric exam data can help uncover the state of education

Outlier Insights is a new project that makes it easy to view and interrogate datasets – such as 13 years of South African matric results.

By Outlier Reporter
Wednesday, January 17, 2024

Photo: Ashraf Hendricks/GroundUp

At the start of each year, South Africa’s attention is focused on how the previous year’s grade 12 cohort fared in their final exams, with the pass rate presented as a barometer of the health of the South African education system. But it is just one metric.

How well matrics pass maths and science, for example, and what percentage pass those two key subjects with at least 40% are other measures that are becoming increasingly important as South Africa navigates the dynamic space of artificial intelligence and emerging technologies.

The Outlier has trawled through 13 years of reports issued by the Department of Education to track the performance of learners completing the National Senior Certificate exams. The historical data provides context, reveals trends and facilitates evidence-based analysis.

Charts from Outlier Insights

Data tools

With Outlier Insights, you can:

Scroll down for instructions on how to use Outlier Insights.

In charts

There are various education-related charts from previous years in the Our World in Charts archive. Subjects covered include the performance of no-fee schools and the number of bachelor passes achieved.

Telling stories

Education is a primary focus for The Outlier. Past stories about the country’s matric results include:

Read more education stories here

What is a matric pass?

According to the Department of Basic Education, the following are minimum pass requirements for National Senior Certificate candidates

Bachelor studies

  • At least 40% for the candidate’s home language (compulsory)
  • At least 50% for 4 other subjects, excluding life orientation
  • At least 30% for the language of learning and teaching of the higher education institution
  • At least 30% for 1 other subject
  • Must pass at least 6 of the 7 subjects

Diploma studies

  • At least 40% for the candidate’s home language (compulsory)
  • At least 40% for 3 other subjects, excluding life orientation
  • At least 30% for the language of learning and teaching of the higher education institution
  • At least 30% for 1 other subject
  • Must pass at least 6 of the 7 subjects

Higher certificate studies

  • At least 40% for the candidate’s home language (compulsory)
  • At least 30% for the language of learning and teaching of the higher education institution
  • At least 40% for 2 other subjects
  • At least 30% for 3 other subjects
  • Must pass at least 6 of the 7 subjects

How to use Outlier Insights

All data and charts are free to view, download and republish. 

  1. Go to insights.theoutlier.co.za. You will be asked to register by entering your email address
    How to download charts from Outlier Insights

    2. Hover over ‘Education’ in the red bar and, from the dropdown, select the graph you would like to view

    3. You can view and download the chart as a column chart instead of a line chart. Toggle by using the ‘graph’ button on the bottom right

    4. To download a chart for republication, select the appropriate PNG button

    5. You can download the data for further analysis as .csv files. These can be opened in Google Sheets

Notebook

Please credit Outlier Insights on any of the data or charts you use. Cite the education charts like this: National Senior Certificate Examination Reports via Outlier Insights [Right-click on this link to copy it]