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A multilevel analysis of learner and school contextual factors associated with educational qualityWinnaar, Lolita January 2013 (has links)
Magister Philosophiae - MPhil / The South African schools act, (number 5, 1996), asserts that all learners have a
right to access both basic and quality education without discrimination of any sort.
Since the implementation of the Millennium Development Goals there has been a
drive by the Department of Education to ensure that all learners have access to
basic education by 2015. However what remains a challenge after almost 20 years
of democracy is the poor quality of education and this is clear from the results of
international assessment studies. Results from studies like the Trends in
International Mathematics and Science Study and Southern and East Africa
Consortium for Monitoring Educational Quality, show that South African children
perform well below international averages. In this study learner Mathematics
achievement scores taken from the Trends in International Mathematics and
Science Study 2011 cycle will serve as a proxy for educational quality. Using
multilevel analysis the current study aims to use a 2-level Hierarchical Linear
Model to firstly; determine the learner and family background factors associated
with education quality. Secondly; factors at the school level will be identified and
proven to be associated with education quality. Variables selected for the study
was based on Creamer’s theory of school effectiveness which looked at school,
classroom level inputs as well as learner background variables to explain student
level achievement. The results show that at the learner’s level the most significant
factors were the age of the leaner, in the sense that grade age appropriate learners
obtained higher scores than overage learners. Learner’s perception of mathematics
is extremely important and has a positive effect on mathematics performance. In
the current study mathematics perception refers to learners valuing and liking
mathematics as well learner confidence in learning mathematics. Learners who
said they were bullied as school generally scored lower than learners who were
not bullied. At the school level the most significant factors were teacher working
conditions, teachers’ specialisation in mathematics, school socio-economic status,
and general infrastructure. Interesting to note at the school level is when socioeconomic
status was included in the model as a single variable the score difference between low socio-economic status and high socio-economic status schools was almost 46 points. However when the factors mentioned above were added to the model the difference in scores dropped by almost half.
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Reading between the lines : contributing factors that affect Grade 5 learner reading performanceVan Staden, Surette 24 May 2011 (has links)
This study aims to identify and explain relationships between some major factors associated with successful reading at Grade 5 level in South African primary schools. In South Africa, grave concerns with regards to low levels of student achievement pervade research initiatives and educational debates. Despite considerable investments in educational inputs (such as policy and resources) and processes (such as curriculum provision and teacher support), outcomes (such as student achievement) remain disappointingly low. The South African population is characterized by great diversity and variation. With 11 official languages, current educational policy in South Africa advocates an additive bilingualism model and students in Grade 1 to 3 are taught in their mother tongue. Thereafter, when these students progress to Grade 4, the language of learning and teaching changes to a second language, which in most cases is English. At this key developmental stage students are also expected to advance from learning to read to a stage where they can use reading in order to learn. With this complexity of issues in mind, Hierarchical Linear Modeling (HLM) was used to determine the effect of a number of explanatory variables at learner and school level on reading achievement as outcome variable, while controlling for language using the South African Progress in International Reading Literacy Study (PIRLS) 2006 data. As an international comparative evaluation of reading literacy involving more than 40 countries, PIRLS 2006 was the second, after PIRLS 2001, in a series of planned five-year cycles of assessment to measure trends in children’s reading literacy achievement, policy and practices related to literacy. Grade 5 learners in South African primary schools who participated in PIRLS 2006 were not able to achieve satisfactory levels of reading competence. The gravity of this finding is exacerbated by the fact that these learners were tested in the language in which they had been receiving instruction during the Foundation Phase of schooling. This study found most significant factors associated with reading literacy at learner-level, but this does not mean that the existence of teacher- and school-level factors is not of importance. While some explanatory factors at learner-level can more easily become the target of reading interventions, the higher level effect of the classroom and school are not diminished by this study. Creemers’ Comprehensive Model of Educational Effectiveness was utilized as theoretical point of departure. Creemers’ model was adapted for the purposes of this study to reflect a South African model of reading effectiveness in contrast with Creemers’ original use of it as a model of school effectiveness. Evidence was provided that the conceptual framework was inadequate in identifying factors affecting reading achievement for all South African language groupings. More specifically, the adapted South African reading effectiveness model was only appropriate in explaining reading achievement scores for the Afrikaans and English language groupings than for those from African language groupings. / Thesis (PhD)--University of Pretoria, 2010. / Science, Mathematics and Technology Education / unrestricted
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A cross country investigation of social enterprise innovation: a multilevel modelling approachMonroe-White, Thema K. 22 May 2014 (has links)
This dissertation presents a multilevel model of national-level factors and their impact on the organizational-level characteristics of social enterprises and their innovations. This study builds on the foundations of two theoretical frameworks: the national systems of innovation, which recognizes economic competitiveness to be a product of several interrelated institutions (e.g. financial, educational, cultural, historical) and where organizational-level innovation drives country level competitiveness; and the comparative social enterprise framework, which contends that national-level institutions (e.g., economic competitiveness, models of civil society) drive the size and shape of the social enterprise sector of a country. Data for this study were collected from multiple secondary global datasets representing 54 countries across seven world regions. Research questions and hypotheses are examined using ordinal and logistic hierarchical generalized linear modeling, two analytical techniques capable of explaining variation at one level (i.e., organizations) as a consequence of factors at another level of analysis (i.e., countries) for non-normally distributed dependent variables. Findings indicate that economic competitiveness, welfare spending, culture and quality of life significantly impact the odds of a business being a social enterprise. Fewer significant relationships were found social enterprise innovations. Conclusions and policy implications are discussed in light of data limitations and the current state of the field.
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