School of Social Sciences (ETDs)

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Exploring Personality Structure in South Africa: A Text Mining Approach
(University of the Witwatersrand, Johannesburg, 2024-03-15) Gama, Beauty; Alence, Rod; Laher, Sumaya
Physical expression, behavioural attributes and social relations of an individual can often be studied through personality traits. This has made personality research a relevant aspect of gaining a deeper understanding of people in various contexts, for clinical reasons as well as social relatability. Trait theory has been fundamental in utilizing statistical methods such as factor analysis to construct the personality models that currently exist. The Five Factor Model (FFM) is amongst the most widely accepted of these trait theory models. Personality assessment instruments are developed as operationalisations of these models. These include the Goldberg Adjective Checklist, the South African Personality Inventory (SAPI), and the Chinese Personality Assessment Inventory (CPAI). Recently, naturally occurring data like social media statuses or Facebook Posts are being considered as data examining personality structure. This study aims to explore personality structure data obtained from South African literary texts and text mining techniques. Various techniques of text mining such as parts of speech tagging, and unsupervised and supervised LDA topic modelling were applied to 60 South African literary texts. While topic modelling showed limitations when used in an unsupervised manner, when guided by thematic clusters it presented comprehensible trait classifications that fit with the clusters as defined by the FFM. The instances where there was no fit corresponded with the literature which demonstrates poor fit for those constructs in African constructs. The results also showed that there is a difference in the expression of personality traits between men and women with the differences concurring with those found in the broader literature on gender differences across personality. While the text corpus for this study was small, there is evidence to suggest that text mining techniques could be used to assist in research on personality structure. Text mining is an approach that requires further research as it can be useful in dealing with large data that is naturally occurring to provide a better contextual exploration of personality.
Exploring the Impact of a Targeted Mediated Learning Intervention on the Mathematical Ability of Grade 5 Learners Experiencing Mathematical Difficulties
(University of the Witwatersrand, Johannesburg, 2024) Cooke, Belinda; Amod, Zaytoon
This preliminary investigation took place in a South African private remedial school and presents the case study of three Grade 5 learners experiencing mathematical difficulties. The study aimed to establish whether a 12-week mediated learning intervention (Feuerstein (2009) From Unit to Group (FU2G)) would have an impact on the learners’ mathematical ability as well as on their deficient cognitive functions related to mathematics. The sample included three learners, a teacher trained in the FIE-Basic programme, and a remedial teacher responsible for remedial mathematics classes with the learners. Class mathematics test marks and scores from mathematics-related Wechsler Individual Achievement Test, Third Edition (WIAT-III) (Wechsler, 2009) subtests were used as a measure of mathematical ability before and after the intervention. Data was also collected through semi-structured interviews with both teachers and the completed FU2G instrument booklets. A qualitative assessment of deficient cognitive functions related to mathematics was based on the Feuerstein list of deficient cognitive functions. Qualitative evaluation of the participants’ performance on the WIAT-III subtests before and after the intervention was not notably different. Due to considerable difference in the content of each term’s class mathematics assessments, qualitative interpretations of the participants’ mathematics class test marks were not pursued in the findings. The findings revealed that the FU2G intervention resulted in some positive changes in each learner’s deficient cognitive functions related to mathematics. The learners’ WIAT-III subtest performance as well as these positive changes are discussed in relation to each participant’s learning difficulties and neurodiversity. Overall, the participating teachers had a positive perception of the use and benefits of the mediated learning experience intervention.
The Cratylus Testimony: Moving Toward Plato’s Ontology of the Human Body
(University of the Witwatersrand, Johannesburg, 2024-03-15) Crowder, Jason Dale; Futter, Dylan
Socrates’ etymologies for the term σῶμα (human body) in the Cratylus 400b11-c9 excerpt raise a question that is often ignored or under-addressed in Platonic scholarship. That question is the focus of this dissertation. I aim to work out Plato’s definition and ontology of the human body as it unfolds and manifests within the Cratylus dialogue. My goal is to grasp what precisely Socrates’ σῶμα etymologies disclose about Plato’s ontological views toward the human body. Only a careful exegetical analysis of those etymologies can unveil such information. In other words, I want to know what the Cratylus 400b11-c9 testimony reveals about Plato’s ontological views concerning the human body. Hence, my research interest lies in three specific veins: (1) Socrates’ σῶμα etymologies in the Cratylus, (2) the relationship between a given etymology and a proper definition, and (3) the philosophical significance of these precise etymologies on Plato’s ontology regarding the human body. Much more entails each aspect than what appears initially. As the dissertation unfolds, other factors that need attention and require addressing will naturally arise. I propose that a careful and thorough exegetical analysis of the given σῶμα etymologies would reveal not only essential details for moving toward a proper understanding of Plato’s ontology of the human body but also proves that the Cratylus is a good entry point into this discussion itself. For such reasons, I shall argue that these etymologies are, in fact, instrumental in establishing the foundation of Plato’s overall ontological disposition of the σῶμα and, perhaps, Plato’s teleology of the human body too. Socrates’ σῶμα etymologies are not straightforward semantic connections but rather heavily influenced by a philosophical-religious perspective. As such, each seems relatively intelligible, and the statements are prima facie unproblematic at a precursory glance. While Plato’s character Socrates’ three σῶμα etymologies appear intelligible and prima facie unproblematic upon closer examination, that does not appear to be the case.
The South African Arts Scene and European Cultural Institutions - A Troubled Relationship?
(University of the Witwatersrand, Johannesburg, 2023-02) Heide, Josephine Elisabeth; Tagwirei, Cuthbeth
Framed within the conceptual idea of decoloniality, this research critically investigates the power dynamic between South African artists and European cultural institutions that operate in South Africa. The study examines colonial legacies of exploitative practices, knowledge imposition and neo-colonisation disguised as charity and development aid in the Arts. It highlights the disproportionate dependence on European institutions due to a lack of sufficient sources of funding and support available to artists in South Africa. The study further establishes the legitimate place of European cultural institutions in the cultural landscape and their significant role according to the perspectives of the interview partners who shared their experiences as art practitioners and cultural policy experts. A qualitative research process comprising six semi-structured narrative interviews with South African artists was conducted. The collected data are explored using experienced-centred Narrative Analysis, focusing on the identification of colonial legacies that surface from the narratives. The research uses decolonial theory as a theoretical lens into the investigated power dynamics in the field of cultural cooperation between European institutions and South African partners. Decoloniality helps to unpack and dismantle the underlying complexities. The analysis elicits the perspectives and experiences of art practitioners which indicate perpetuated colonial relations on different levels. The study concludes with a set of recommendations for practitioners on how a more decolonised practice in the field of transcultural collaboration between South African artists and European cultural institutions can be achieved.
Violence and protest: A historical analysis of ‘violence’ and community protests in Bethanie, c. 1866 to 2018
(University of the Witwatersrand, Johannesburg, 2022-10) Makena, Kefuoe Emmaculate; von Holdt, Karl; Lekgoathi, Sekibakiba P.
The Bakwena ba Mogopa are a community in the North West Province of South Africa. The capital of this community is Bethanie. In 2018, residents of Bakwena ba Mogopa embarked on a protest. This protest highlighted issues of unemployment, lack of service delivery and underdevelopment. For many, in particular young people, this protest was surprisingly militant. However, for the elders in the community, this reignited memories of the war of Mabidibidi from the late 1920s. This war was about the split of the Lutheran church which resulted in two separate churches, one being the ELCSA and BLC. Moreover, other elders argued that in the 1960s, the conflict within the traditional leadership was also Mabidibidi. This dissertation explores various protests and moments of contention that have manifested in Bethanie and have shaped this rather peaceful community. To provide context for these events, this dissertation looks at the history of Bethanie from 1866 till 2018. For a community that refers to itself as peaceful, perhaps given the events of spectacular protests that have taken place throughout South Africa, this case of Bethanie complicates some of the common understandings of how violent protests manifests.

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