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Quality assurance in high schools through regression analysis

Includes bibliography.

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Bibliographic Details
Main Author: Watermeyer, John Westerton
Other Authors: Gilmour, James David
Format: Thesis
Language:English
Published: School of Education 2016
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access_status_str Open Access
author Watermeyer, John Westerton
author2 Gilmour, James David
author_browse Gilmour, James David
Watermeyer, John Westerton
author_facet Gilmour, James David
Watermeyer, John Westerton
author_sort Watermeyer, John Westerton
collection Thesis
description Includes bibliography.
format Thesis
id oai:open.uct.ac.za:11427/17553
institution University of Cape Town (South Africa)
language eng
last_indexed 2026-06-10T12:35:10.061Z
license_str Not specified — see source repository
provenance_str_mv Harvested via OAI-PMH from UCTD — University of Cape Town Open Access Repository
publishDate 2016
publishDateRange 2016
publishDateSort 2016
publisher School of Education
publisherStr School of Education
record_format dspace
source_str UCTD — University of Cape Town Open Access Repository
spelling oai:open.uct.ac.za:11427/17553 Quality assurance in high schools through regression analysis Watermeyer, John Westerton Gilmour, James David Dunne, Tim T Education, Secondary - South Africa - Cape Town Academic achievement - South Africa - Cape Town Quality assurance - South Africa - Cape Town Regression analysis Analysis of variance Includes bibliography. School Effectiveness is a relatively new and poorly defined domain for which a structure is proposed, to facilitate future discussion. Three fields within School Effectiveness are identified, namely School Effectiveness Research (SER), School Improvement (SI) and Quality Assurance (QA). Three divisions are identified within each field on the basis of various criteria. SER has methodological generations, Sl is classified by decade, and three themes of QA are described, including performance indicators (Pis). A definition of effectiveness in terms of regression lines is described and the concept of added value or adjusted achievement developed. This study is concerned with the development of Pis for use within a single school to monitor and promote improvement. The context of the study (a model C senior high school in a predominantly white southern suburb of Cape Town) and the data collected is described before a review is made of some of the analyses which could be used to monitor effectiveness. A technique whereby pupil achievement is adjusted (for prior achievement and other background variables) and the residuals (or adjusted achievement) derived from the regressions investigated with one-way A NOVAs is described and tested using various models and subjects. With respect to groups, it is proposed that statistical significance of differences between mean residuals could be used as a PI. With respect to individual pupils, educators could set their own criterion for investigating cases where adjusted achievement is very large or very small. Statistical significance requires interpretation, however, and the role of professional judgement in modelling and monitoring adjusted achievement is discussed. The view that techniques such as regression analysis can only indicate when professional investigation and intervention might be necessary is stressed. It would seem unwise to rank teachers or subjects on the basis of adjusted achievement. 2016-03-07T06:55:47Z 2016-03-07T06:55:47Z 1997 Master Thesis Masters MEd http://hdl.handle.net/11427/17553 eng application/pdf School of Education Faculty of Humanities University of Cape Town
spellingShingle Education, Secondary - South Africa - Cape Town
Academic achievement - South Africa - Cape Town
Quality assurance - South Africa - Cape Town
Regression analysis
Analysis of variance
Watermeyer, John Westerton
Quality assurance in high schools through regression analysis
thesis_degree_str Master's
title Quality assurance in high schools through regression analysis
title_full Quality assurance in high schools through regression analysis
title_fullStr Quality assurance in high schools through regression analysis
title_full_unstemmed Quality assurance in high schools through regression analysis
title_short Quality assurance in high schools through regression analysis
title_sort quality assurance in high schools through regression analysis
topic Education, Secondary - South Africa - Cape Town
Academic achievement - South Africa - Cape Town
Quality assurance - South Africa - Cape Town
Regression analysis
Analysis of variance
url http://hdl.handle.net/11427/17553
work_keys_str_mv AT watermeyerjohnwesterton qualityassuranceinhighschoolsthroughregressionanalysis