Efficiency evaluation of South Africa tertiary education institutions using data envelopment analysis
- Authors: Chitekedza, Ignatious
- Date: 2015
- Subjects: Data envelopment analysis -- South Africa , Principal components analysis
- Language: English
- Type: Thesis , Masters , MSc
- Identifier: http://hdl.handle.net/10948/4764 , vital:20674
- Description: With an increasing number of students enrolling at higher education institutions in South Africa, it has become important to investigate whether these institutions are using their resources adequately. This study uses data envelopment analysis (DEA) to estimate the efficiency of 23 South African tertiary education institutions based on both teaching and research outputs. Using DEA we are able to rank South African universities according to their use of resources in these two areas. These rankings can identify institutions which are performing well and also those which require improvement. The effect that merging institutions has on this efficiency is also determined. Owing to the limited sample size, variable reduction techniques, including the efficiency contribution measure (ECM) and principal components analysis (PCA-DEA), were used to improve the discrimination of the analysis.
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- Date Issued: 2015
Factors associated with successful talent development in South African soccer players
- Authors: Mudege, Solomon Mufudzi
- Date: 2011
- Subjects: Soccer -- Training -- South Africa , Ability , Soccer -- Coaching -- South Africa , Professionalism in sports -- South Africa
- Language: English
- Type: Thesis , Masters , MA
- Identifier: vital:10103 , http://hdl.handle.net/10948/d1015713
- Description: In recent times, the performances of the South African senior national team (“Bafana Bafana”) have not matched the impressive off-field advancements in South African professional soccer. At the historic 2010 FIFA World CupTM held in South Africa, Bafana Bafana became the first host nation to be eliminated in the first round of the competition. Such disappointments have compelled stakeholders in South African soccer to call for a re-assessment of all structures and programmes which have an impact on the playing abilities of South African players. Of prime importance is the need to obtain a better understanding of talent development in South African soccer. The aim of this research study was to determine the relevance of selected factors associated with successful talent development in South African male professional soccer players competing in the 2008-2009 ABSA PSL season. In order to accomplish the research aims, the literature relating to talent development concepts and models was examined. The literature review identified seven factors which are relevant to talent development in soccer. The empirical study was exploratory, and it utilized a descriptive, non-experimental approach. Data were collected via a 53-item questionnaire, which was designed to evaluate the identified seven factors. The questionnaire was administered to a sample of 56 South African professional soccer players who played for clubs participating in the 2008-2009 season of the ABSA Premier Soccer League. The results obtained from the sample were analysed in terms of their descriptive statistics and confirmatory factor analysis was performed. The following six factors were statistically confirmed as being associated with the successful talent development of the sample: Training Environment, Motivation and Ambitions, Personal Development, Family Support, Cultural Factors and Coaching. These six factors accounted for 58 percent of the overall variance. The questionnaire had a reliability of 0.84, as measured by the Cronbach alpha coefficient. The study concludes that talent development in South African soccer is a multifactorial and complex process. Although the sample size was not suitable for discriminant analysis, theories such as the relative age effect and the „10-year rule‟ may be applicable to South African soccer. This study also adds to the limited body of knowledge on South African soccer, by identifying and scientifically analysing those factors which are associated with successful talent development. As success on the international stage becomes a priority in South African soccer, the identified factors serve as a sound scientific basis in the formulation of improved structures and strategies for perfecting the abilities of young soccer players, and increasing the competitiveness of Bafana Bafana.
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- Date Issued: 2011