Learner flow through patterns in the Western Cape using CEMIS datasets from 2007 to 2019: A longitudinal cohort analysis

Stellenbosch Working Paper Series No. WP01/2021
 
Publication date: February 2021
 
Author(s):
[protected email address] (Department of Economics, Stellenbosch University)
 
Abstract:

The availability of individual learner-unit records allows one to track learners as a group or cohort over a specified period. Longitudinal cohort tracking provides a more complete picture of the progress of learners (dropout and repetition) in the education system. Expanding on the findings of Van Wyk, Gondwe and De Villiers (2017) by using a longitudinal dataset, the aim of this study was to track learners from Grade 1 to Grade 12 as a group or cohort over a longer specified period (2007-2019). This longitudinal data cohort analysis explored how successful learners progressed through the Western Cape public education system and how many eventually dropped out of this system. We used the Central Education Management Information System (CEMIS) datasets from 2007-2019 to create a longitudinal dataset of individual learners. The analysis reveals the importance of unit-level records. With the availability of unit-level learner records, key questions such as: “What is the profile of the learners who dropped out of the system?” or ”What is the profile of the learners who progressed without any repetition?” can be answered. In order to achieve the goals of this study, we first conducted a cross-sectional analysis of the patterns and trends of the flow of learners between 2007 and 2019 in the Western Cape. Thereafter, we conducted a longitudinal cohort analysis of learners to determine progression with or without repetition and who dropped out of the Western Cape public education system. The findings show considerable repetition in primary school. While most learners progressed through the system without repeating, a relatively high percentage also repeated one or more grades but remained in the system. We also found higher repetition and high dropout in secondary school. These findings contrast with the primary school phase, where lower dropout was evident. A further key finding was a significant decrease of repetition rates since 2015, particularly in Grades 1 and 9, and to a lesser extent in Grades 10 and 11. These findings point to enhanced internal efficiency in the Western Cape public education system over this period.

 
JEL Classification:

I21, C55, Y55

Keywords:

longitudinal cohort analysis, unit-level records, cross-sectional analysis, repetition, unique identifier, pseudo cohorts, primary school, secondary school, internal efficiency

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Upcoming Seminars

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BER Weekly

13 September 2021
It was a data-heavy week in SA, with the 2021Q2 real GDP data indicating that the economy had better-than-expected recovery momentum in the first half of the year. While growth remained solid in the second quarter, both the survey and actual data released last week revealed the significant impact that the range of shocks at the start of the third quarter...

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