The extension of collective agreements to non- parties for dismissal for operational requirements
- Authors: Lupondwana, Masiza Howard
- Date: 2022-12
- Subjects: Labor laws and legislation--South Africa , Unfair labor practices
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59724 , vital:62387
- Description: Section 23 (1) of the Constitution of the Republic of South Africa1 states that “Everyone has the right to fair labour practice. (2) Every worker has the right to – (a) to form and join a trade union; (b) to participate in the activities and programmes of a trade union; and (c) to strike’’. The Labour Relations Act 2 (the LRA) was enacted to give effect to section 23 of the Constitution, to regulate the organizational rights of trade union, to promote and facilitate collective bargaining at the workplace and at sectoral level. Its purpose is to advance the economic development, social justice, labour peace and democratization of the workplace by fulfilling the primary objectives of this Act. Firstly, this study seeks to critically examine the extension of collective agreements and effect of section 23(1) (d) in both small- and large-scale retrenchments (s189 & 189 A). A right to fair dismissal is a guaranteed employment right as outlined in section 185 of the LRA. Danielle Venn writes that “legislation is not the only source of employment, labour law clearly set a minimum standard while collective agreements or individual contracts can include provisions more generous to employees than those in legislation.3 This indicates that collective agreements are mechanisms aimed at creating conducive working conditions of employment between the employer and employee in the workplace. By ensuring that resolutions aimed at promoting general welfare of employees are implemented, regulating and enhancement of employee benefits, and other matters of mutual interest are expressed in the agreement. Individual employment law has express terms which clearly state that an employment contract may incorporate the employer’s disciplinary code of conduct. This mostly include procedure to be followed during termination of service or dismissal. , Thesis (LLM) -- Faculty of Law, Department of Mercantile law, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Lupondwana, Masiza Howard
- Date: 2022-12
- Subjects: Labor laws and legislation--South Africa , Unfair labor practices
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59724 , vital:62387
- Description: Section 23 (1) of the Constitution of the Republic of South Africa1 states that “Everyone has the right to fair labour practice. (2) Every worker has the right to – (a) to form and join a trade union; (b) to participate in the activities and programmes of a trade union; and (c) to strike’’. The Labour Relations Act 2 (the LRA) was enacted to give effect to section 23 of the Constitution, to regulate the organizational rights of trade union, to promote and facilitate collective bargaining at the workplace and at sectoral level. Its purpose is to advance the economic development, social justice, labour peace and democratization of the workplace by fulfilling the primary objectives of this Act. Firstly, this study seeks to critically examine the extension of collective agreements and effect of section 23(1) (d) in both small- and large-scale retrenchments (s189 & 189 A). A right to fair dismissal is a guaranteed employment right as outlined in section 185 of the LRA. Danielle Venn writes that “legislation is not the only source of employment, labour law clearly set a minimum standard while collective agreements or individual contracts can include provisions more generous to employees than those in legislation.3 This indicates that collective agreements are mechanisms aimed at creating conducive working conditions of employment between the employer and employee in the workplace. By ensuring that resolutions aimed at promoting general welfare of employees are implemented, regulating and enhancement of employee benefits, and other matters of mutual interest are expressed in the agreement. Individual employment law has express terms which clearly state that an employment contract may incorporate the employer’s disciplinary code of conduct. This mostly include procedure to be followed during termination of service or dismissal. , Thesis (LLM) -- Faculty of Law, Department of Mercantile law, 2022
- Full Text:
- Date Issued: 2022-12
The gender rubik’s cube: ethnographic conversations with gay men in Port Elizabeth within the Nelson Mandela Bay Municipality
- Authors: Pillay, Ryan
- Date: 2022-12
- Subjects: Masculinity --Port Elizabeth -- Nelson Mandela Bay , Homosexuality --Political aspects -- Port Elizabeth , Sex differences (Psychology)
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59413 , vital:62085
- Description: Today, a number of disciplines across the social sciences have begun to pay attention to gender; however, gender studies suggest a degree of empowerment for feminist knowledge and not enough recognition that men, too, are gendered beings. As the gender spectrum acknowledges inclusions across options of the gendered form, a greater understanding of gender experiences is required to assist in the development of solutions and systemic changes in society. The study uses qualitative research methods such as one on one interviews to open conversations with self- identified gay men, leading to a deeper understanding of masculinities and what it means to be a man within contemporary society. The proposition made in this study on the notions of men and masculinities is that they can be seen as a gender puzzle, or a gendered Rubik’s Cube, which when considered in this way contribute towards a better understanding of humanity. A Rubik’s Cube approach could facilitate the proposed changes of a deeper analysis of men and masculinities. This study fundamentally explores the lived experiences of the participants and how these experiences come alive in relation to masculinities in contemporary society and offers recommendations to facility positive change, such as about the understanding, the role, the process, and the purpose of ‘coming out’ as a gendered form of both expression and self-identity. , Thesis (MA) -- Faculty of Humanities, School of Governmental and Social Sciences, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Pillay, Ryan
- Date: 2022-12
- Subjects: Masculinity --Port Elizabeth -- Nelson Mandela Bay , Homosexuality --Political aspects -- Port Elizabeth , Sex differences (Psychology)
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59413 , vital:62085
- Description: Today, a number of disciplines across the social sciences have begun to pay attention to gender; however, gender studies suggest a degree of empowerment for feminist knowledge and not enough recognition that men, too, are gendered beings. As the gender spectrum acknowledges inclusions across options of the gendered form, a greater understanding of gender experiences is required to assist in the development of solutions and systemic changes in society. The study uses qualitative research methods such as one on one interviews to open conversations with self- identified gay men, leading to a deeper understanding of masculinities and what it means to be a man within contemporary society. The proposition made in this study on the notions of men and masculinities is that they can be seen as a gender puzzle, or a gendered Rubik’s Cube, which when considered in this way contribute towards a better understanding of humanity. A Rubik’s Cube approach could facilitate the proposed changes of a deeper analysis of men and masculinities. This study fundamentally explores the lived experiences of the participants and how these experiences come alive in relation to masculinities in contemporary society and offers recommendations to facility positive change, such as about the understanding, the role, the process, and the purpose of ‘coming out’ as a gendered form of both expression and self-identity. , Thesis (MA) -- Faculty of Humanities, School of Governmental and Social Sciences, 2022
- Full Text:
- Date Issued: 2022-12
The principle of fairness in South African criminal trials
- Authors: Ndude, Tembinkosi
- Date: 2022-12
- Subjects: Criminal law , Criminal law -- cases , South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/60090 , vital:62984
- Description: The purpose of this research is to determine the presence of the principle of fairness during criminal trials in South Africa. In determining the presence of the principle, this research will provide a short background on both the historical pre-constitution situation on the principle of fairness and the present situation on how courts in South Africa conduct themselves in the adjudication of criminal cases in ensuring fair criminal trials. The historical background partially highlights certain provisions of the Criminal Procedure Act in curtailing both the application of due processes and entrenchment of fairness during criminal trials. The arguments on the principle of fairness during criminal trials are discussed in tandem with the principle of the rule of law in the determination of the resolve our justice system has, and the use of designated legal instruments to assert the principle of fairness, for example, section 35(3) of the Constitution and the provisions of the Criminal Procedure Act 51 of 1977(herein referred "the Act") including the determination of the level of judicial interference, independence, and impartiality. The challenges of unfair trials are also explained against the concept of ubuntu which is a foundational element of fairness expressed and interpreted as such by the indigenous people living in South Africa. In the Port Elizabeth Municipality v Various Occupiers, the court describes the concept of ubuntu as part of a deep cultural heritage central to fairness and fair treatment of humans. The principle of fairness in our criminal trials is a transformative element shaped by our historical background. This is evident in S v Zuma which refers to section 25 of the Interim Constitution. The transformative element shaping principle of fairness is discussed in conjunction with section 35(3) of the new Constitution and case law. This research also notes the adversarial element of our criminal trials having considered some of the evidentiary burdens, for example, the onus of proof, rebuttal of evidence, proof beyond reasonable doubt, reverse onus, circumstantial evidence, presumption, and the adverse inference. However, these evidentiary burdens are addressed by section 35(3) of the Constitution and case law, for example the right to remain silent, the right to be presumed innocent, the right not to be compelled to give self-incriminating evidence, to be informed of the charge with sufficient detail to answer it, to choose, and be represented by a legal practitioner and to be informed of this right promptly. This work views the principle of fairness as a mechanism focussing on relegating unjustness and the ill treatment of accused persons during criminal trials to the dustbin of history. , Thesis (LLM) -- Faculty of Law, Department Criminal and Procedural Law, 2022
- Full Text: false
- Date Issued: 2022-12
- Authors: Ndude, Tembinkosi
- Date: 2022-12
- Subjects: Criminal law , Criminal law -- cases , South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/60090 , vital:62984
- Description: The purpose of this research is to determine the presence of the principle of fairness during criminal trials in South Africa. In determining the presence of the principle, this research will provide a short background on both the historical pre-constitution situation on the principle of fairness and the present situation on how courts in South Africa conduct themselves in the adjudication of criminal cases in ensuring fair criminal trials. The historical background partially highlights certain provisions of the Criminal Procedure Act in curtailing both the application of due processes and entrenchment of fairness during criminal trials. The arguments on the principle of fairness during criminal trials are discussed in tandem with the principle of the rule of law in the determination of the resolve our justice system has, and the use of designated legal instruments to assert the principle of fairness, for example, section 35(3) of the Constitution and the provisions of the Criminal Procedure Act 51 of 1977(herein referred "the Act") including the determination of the level of judicial interference, independence, and impartiality. The challenges of unfair trials are also explained against the concept of ubuntu which is a foundational element of fairness expressed and interpreted as such by the indigenous people living in South Africa. In the Port Elizabeth Municipality v Various Occupiers, the court describes the concept of ubuntu as part of a deep cultural heritage central to fairness and fair treatment of humans. The principle of fairness in our criminal trials is a transformative element shaped by our historical background. This is evident in S v Zuma which refers to section 25 of the Interim Constitution. The transformative element shaping principle of fairness is discussed in conjunction with section 35(3) of the new Constitution and case law. This research also notes the adversarial element of our criminal trials having considered some of the evidentiary burdens, for example, the onus of proof, rebuttal of evidence, proof beyond reasonable doubt, reverse onus, circumstantial evidence, presumption, and the adverse inference. However, these evidentiary burdens are addressed by section 35(3) of the Constitution and case law, for example the right to remain silent, the right to be presumed innocent, the right not to be compelled to give self-incriminating evidence, to be informed of the charge with sufficient detail to answer it, to choose, and be represented by a legal practitioner and to be informed of this right promptly. This work views the principle of fairness as a mechanism focussing on relegating unjustness and the ill treatment of accused persons during criminal trials to the dustbin of history. , Thesis (LLM) -- Faculty of Law, Department Criminal and Procedural Law, 2022
- Full Text: false
- Date Issued: 2022-12
The protection and promotion of the rights of journalists in Tanzania.
- Authors: Nnko, Ruth Anaeli
- Date: 2022-12
- Subjects: freedom of speech , Journalism , Human rights
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/60100 , vital:63095
- Description: The ability to freely acquire, search for, disseminate, and express opinions and ideas is foundational in a democratic society. When a state effectively safeguards the right to freedom of expression of all citizens, this has a rollover effect on other fundamental human rights. Freedom of expression often operates in tandem with the right to information, equality and human dignity. To this effect, freedom of expression has been recognized as a fundamental human right in various international, regional and sub-regional instruments. The scope and limitations of the right to freedom of expression has, over the years, been developed through regional and sub-regional cases. These cases have noted that, on the one hand, freedom of expression goes beyond a mere aspiration of states. State Parties to human rights’ instruments are bound by an obligation to give effect to this right. On the other hand, however, freedom of expression is not absolute and can be limited where such limitation is necessary, lawful, and proportional. Within the United Republic of Tanzania, techniques have been adopted to limit the right to freedom of expression of journalists. These range from the use of national laws to fines, suspensions, and imprisoning of journalists, to extrajudicial acts such as enforced disappearances in more extreme cases. Although, these techniques are not unique to the United Republic of Tanzania as the same ill treatment of journalists’ practices can be found in other countries. This study evaluates whether the legal framework, as well as the actions of the United Republic of Tanzania, in effect, protect and promote the right to freedom of expression specifically the rights of journalists. This study is divided in five chapters which aim to provide an in-depth coverage of the human rights systems in operation that are apply to journalists in Tanzania. The study also considers limitations in the regional, subregional and national legal frameworks and concludes with recommendations that could be adopted to ensure compliance with sub-regional, regional and international standards. , Thesis (LLM) -- Faculty Law, Criminal and Procedural Law, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Nnko, Ruth Anaeli
- Date: 2022-12
- Subjects: freedom of speech , Journalism , Human rights
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/60100 , vital:63095
- Description: The ability to freely acquire, search for, disseminate, and express opinions and ideas is foundational in a democratic society. When a state effectively safeguards the right to freedom of expression of all citizens, this has a rollover effect on other fundamental human rights. Freedom of expression often operates in tandem with the right to information, equality and human dignity. To this effect, freedom of expression has been recognized as a fundamental human right in various international, regional and sub-regional instruments. The scope and limitations of the right to freedom of expression has, over the years, been developed through regional and sub-regional cases. These cases have noted that, on the one hand, freedom of expression goes beyond a mere aspiration of states. State Parties to human rights’ instruments are bound by an obligation to give effect to this right. On the other hand, however, freedom of expression is not absolute and can be limited where such limitation is necessary, lawful, and proportional. Within the United Republic of Tanzania, techniques have been adopted to limit the right to freedom of expression of journalists. These range from the use of national laws to fines, suspensions, and imprisoning of journalists, to extrajudicial acts such as enforced disappearances in more extreme cases. Although, these techniques are not unique to the United Republic of Tanzania as the same ill treatment of journalists’ practices can be found in other countries. This study evaluates whether the legal framework, as well as the actions of the United Republic of Tanzania, in effect, protect and promote the right to freedom of expression specifically the rights of journalists. This study is divided in five chapters which aim to provide an in-depth coverage of the human rights systems in operation that are apply to journalists in Tanzania. The study also considers limitations in the regional, subregional and national legal frameworks and concludes with recommendations that could be adopted to ensure compliance with sub-regional, regional and international standards. , Thesis (LLM) -- Faculty Law, Criminal and Procedural Law, 2022
- Full Text:
- Date Issued: 2022-12
Towards a sustainable food management system: Exploring indigenous food practices of sorghum grain in the Moshana village, Northwest, South Africa
- Authors: Nkgothoe,Julius Batlhalifi
- Date: 2022-12
- Subjects: Food security -- Moshana village-- South Africa , Sustainable development-- South Africa -- North West , Sorghum --Composition
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59271 , vital:61803
- Description: This research study explores indigenous sorghum food management practices as a pathway towards sustainable food systems. The level of hunger is ever-increasing, and so is the global population. Regions less industrialized and developed suffer the most as they host growing populations and most of the worlds undernourished. Further intensified in this problem are a culling and unforgiving food systems run by a few conglomerates and a knowledge system driven by a histography of ‘othering’ even in its knowledge creation process. Although there exist institutions such as the United Nations Food and Agricultural programs, these remain relegated to policy and intergovernmental level, in the process, not being mindful of the real food issues faced at the grassroots level. This research study centralizes indigenous food practices to make sense of how rural and indigenous livelihoods such as those located in the Moshana village thrive and survive in a monopolized and urban-centred food climate like South Africa. By interviewing 12 participants, living, and taking part in the Moshana village food systems and employing stringent face-to-face semi-structured interviews, we present an indigenous food system as experienced and shared by Moshana Village Community members. The findings present an array of indigenous and food management practices, perspectives through an African ecological philosophical view. Conceptually inspired by the works of Vandana Shiva and many global south thinkers on seeds, grains and sustainable indigenous food systems, this study hopes to reinsert back the centrality of food in the growing field of African Sociology. The findings clearly show that elderly women are preserving the Sorghum knowledge and preservation processes. These practices have assisted the Moshana Village community members to cope with food shortages and lockdown restrictions during the strict COVID-19 lockdown in South Africa. The study concludes with clear need for the archiving and intergenerational communication of food management within the rural communities. , Thesis (MA) -- Faculty of Humanities, School of Governmental and Social Sciences, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Nkgothoe,Julius Batlhalifi
- Date: 2022-12
- Subjects: Food security -- Moshana village-- South Africa , Sustainable development-- South Africa -- North West , Sorghum --Composition
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59271 , vital:61803
- Description: This research study explores indigenous sorghum food management practices as a pathway towards sustainable food systems. The level of hunger is ever-increasing, and so is the global population. Regions less industrialized and developed suffer the most as they host growing populations and most of the worlds undernourished. Further intensified in this problem are a culling and unforgiving food systems run by a few conglomerates and a knowledge system driven by a histography of ‘othering’ even in its knowledge creation process. Although there exist institutions such as the United Nations Food and Agricultural programs, these remain relegated to policy and intergovernmental level, in the process, not being mindful of the real food issues faced at the grassroots level. This research study centralizes indigenous food practices to make sense of how rural and indigenous livelihoods such as those located in the Moshana village thrive and survive in a monopolized and urban-centred food climate like South Africa. By interviewing 12 participants, living, and taking part in the Moshana village food systems and employing stringent face-to-face semi-structured interviews, we present an indigenous food system as experienced and shared by Moshana Village Community members. The findings present an array of indigenous and food management practices, perspectives through an African ecological philosophical view. Conceptually inspired by the works of Vandana Shiva and many global south thinkers on seeds, grains and sustainable indigenous food systems, this study hopes to reinsert back the centrality of food in the growing field of African Sociology. The findings clearly show that elderly women are preserving the Sorghum knowledge and preservation processes. These practices have assisted the Moshana Village community members to cope with food shortages and lockdown restrictions during the strict COVID-19 lockdown in South Africa. The study concludes with clear need for the archiving and intergenerational communication of food management within the rural communities. , Thesis (MA) -- Faculty of Humanities, School of Governmental and Social Sciences, 2022
- Full Text:
- Date Issued: 2022-12
Uncwadi lwemveli njengovimba wokukhulisa ulwimi lwesiXhosa
- Hela -Gxanyana, Honjiswa Erica
- Authors: Hela -Gxanyana, Honjiswa Erica
- Date: 2022-12
- Subjects: Xhosa literature -- Research Folk literature, Xhosa , Semiotics
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59304 , vital:62029
- Description: Umphandi kolu phando uza kugxila ekuphononongeni imiba yolwimi evela kuncwadi lwemveli lwesiXhosa nengqina ukuba olu ncwadi lunguvimba wokukhulisa ulwimi. Uncwadi lwemveli ke luquka iintsomi, iimbali, izibongo, iingoma, izaci namaqhalo, amaqhina, intlalo yakwaNtu ebandakanya iintetho, izifungo, iintsikelelo, iziqhulo, imizobo, izixhobo ezisetyenziswayo nako konke okungqonge intlalo. Apha kolu phando umphandi uza kuqwalasela iintsomi, iimbali, iziqhulo, izaci, amaqhalo nezentlalo yamaXhosa njengovimba wokukhulisa ulwimi lwesiXhosa. Olu ncwadi lunguvimba nomthombo apho amaXhosa angaziphakulela ezidaphela kulwimi oluteketeke kuba xa siqwalasela isixhobo sothiyomagama ezintsomini (onomastics), izibhebhelele zamagama ambaxa akunika umfanekiso ntelekelelo ocace gca wento okanye umntu ekuthethwa ngaye ungakungqina oku. Olu ncwadi lwemveli lwesiXhosa luzibalula ngokwandisa iintetho eziveza iintsingiselo ezahlukileyo zisandisa zikhulisa olu lwimi kude kuyokuthi ga ngokusungulwa kwentethwana ezizizithethantonye ngaloo ndlela lukhule ulwimi lwesiXhosa. Umphandi kolu phando uza kugqoloda kolu ncwadi lwemveli eluveza njengovimba, isisele sokudimbaza ulwimi lwesiXhosa , Thesis (MA) -- Faculty of Humanities, School of language and Communications, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Hela -Gxanyana, Honjiswa Erica
- Date: 2022-12
- Subjects: Xhosa literature -- Research Folk literature, Xhosa , Semiotics
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59304 , vital:62029
- Description: Umphandi kolu phando uza kugxila ekuphononongeni imiba yolwimi evela kuncwadi lwemveli lwesiXhosa nengqina ukuba olu ncwadi lunguvimba wokukhulisa ulwimi. Uncwadi lwemveli ke luquka iintsomi, iimbali, izibongo, iingoma, izaci namaqhalo, amaqhina, intlalo yakwaNtu ebandakanya iintetho, izifungo, iintsikelelo, iziqhulo, imizobo, izixhobo ezisetyenziswayo nako konke okungqonge intlalo. Apha kolu phando umphandi uza kuqwalasela iintsomi, iimbali, iziqhulo, izaci, amaqhalo nezentlalo yamaXhosa njengovimba wokukhulisa ulwimi lwesiXhosa. Olu ncwadi lunguvimba nomthombo apho amaXhosa angaziphakulela ezidaphela kulwimi oluteketeke kuba xa siqwalasela isixhobo sothiyomagama ezintsomini (onomastics), izibhebhelele zamagama ambaxa akunika umfanekiso ntelekelelo ocace gca wento okanye umntu ekuthethwa ngaye ungakungqina oku. Olu ncwadi lwemveli lwesiXhosa luzibalula ngokwandisa iintetho eziveza iintsingiselo ezahlukileyo zisandisa zikhulisa olu lwimi kude kuyokuthi ga ngokusungulwa kwentethwana ezizizithethantonye ngaloo ndlela lukhule ulwimi lwesiXhosa. Umphandi kolu phando uza kugqoloda kolu ncwadi lwemveli eluveza njengovimba, isisele sokudimbaza ulwimi lwesiXhosa , Thesis (MA) -- Faculty of Humanities, School of language and Communications, 2022
- Full Text:
- Date Issued: 2022-12
Uptake and storage of nutrients by primary producers in the Swartkops Estuary
- Authors: Whitfield, Emily Cailyn
- Date: 2022-12
- Subjects: Estuarine ecology --South Africa --Swartkops River Estuary , Eutrophication—Research
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59611 , vital:62195
- Description: Estuaries occur at the interface between the terrestrial and marine environment and as such act as the last ‘filtering’ mechanism prior to nutrient pollution entering the adjacent ocean. This study focused on the Swartkops Estuary which is eutrophic and requires the removal of nutrients. The role of phytoplankton as nutrient filters and storage of nutrients by seagrass and salt marsh was investigated. This study found that phytoplankton temporarily took up a large percentage of dissolved inorganic nitrogen (max. 99%) and dissolved silica (max. 76%) and limited amounts of dissolved inorganic phosphorus (max. 18%). The amount of carbon, nitrogen and phosphorus stored by the salt marsh species Spartina maritima and Salicornia tegetaria and the seagrass species Zostera capensis were determined. It was found that the salt marsh grass Spartina maritima stored the most nutrients (149.61 ± 16.59 N g m-2 ; 105.44 ± 13.41 P g m-2 ; 1690.52 ± 168.90 C g m-2 ), while for the salt marsh succulent Salicornia tegetaria less nutrients were stored (27.01 ± 4.17 N g m-2 ; 22.97 ± 3.21 P g m-2 ; 458.66 ± 69.43 C g m-2 ). Zostera capensis also acted as a nutrient store (22.17 ± 6.94 N g m-2 ; 23.75 ± 4.70 P g m-2 ; 221.10 ± 26.74 C g m-2 ). The macrophytes were able to store nutrients for longer periods and thus prevent these nutrients from being exported into the adjacent ocean. On the contrary, phytoplankton uptake was temporary as the nutrients are released once the bloom decays. Without intervention there will be an increase of harmful algal blooms (HABs) and fish kills in the eutrophic Swartkops Estuary. Nutrient input from upstream wastewater treatment works, canals and stormwater run-off must be reduced. Conservation and management of the seagrass and salt marsh habitats is needed to ensure the long-term storage of nutrients , Thesis (MSc) -- Faculty of Science, School of Environmental Sciences, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Whitfield, Emily Cailyn
- Date: 2022-12
- Subjects: Estuarine ecology --South Africa --Swartkops River Estuary , Eutrophication—Research
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59611 , vital:62195
- Description: Estuaries occur at the interface between the terrestrial and marine environment and as such act as the last ‘filtering’ mechanism prior to nutrient pollution entering the adjacent ocean. This study focused on the Swartkops Estuary which is eutrophic and requires the removal of nutrients. The role of phytoplankton as nutrient filters and storage of nutrients by seagrass and salt marsh was investigated. This study found that phytoplankton temporarily took up a large percentage of dissolved inorganic nitrogen (max. 99%) and dissolved silica (max. 76%) and limited amounts of dissolved inorganic phosphorus (max. 18%). The amount of carbon, nitrogen and phosphorus stored by the salt marsh species Spartina maritima and Salicornia tegetaria and the seagrass species Zostera capensis were determined. It was found that the salt marsh grass Spartina maritima stored the most nutrients (149.61 ± 16.59 N g m-2 ; 105.44 ± 13.41 P g m-2 ; 1690.52 ± 168.90 C g m-2 ), while for the salt marsh succulent Salicornia tegetaria less nutrients were stored (27.01 ± 4.17 N g m-2 ; 22.97 ± 3.21 P g m-2 ; 458.66 ± 69.43 C g m-2 ). Zostera capensis also acted as a nutrient store (22.17 ± 6.94 N g m-2 ; 23.75 ± 4.70 P g m-2 ; 221.10 ± 26.74 C g m-2 ). The macrophytes were able to store nutrients for longer periods and thus prevent these nutrients from being exported into the adjacent ocean. On the contrary, phytoplankton uptake was temporary as the nutrients are released once the bloom decays. Without intervention there will be an increase of harmful algal blooms (HABs) and fish kills in the eutrophic Swartkops Estuary. Nutrient input from upstream wastewater treatment works, canals and stormwater run-off must be reduced. Conservation and management of the seagrass and salt marsh habitats is needed to ensure the long-term storage of nutrients , Thesis (MSc) -- Faculty of Science, School of Environmental Sciences, 2022
- Full Text:
- Date Issued: 2022-12
Urban space production and sustainable development: a case of waterfall city in Gauteng, South Africa
- Authors: Ntakana, Khulekani
- Date: 2022-12
- Subjects: Sustainable urban development -- Gauteng -- South Africa , Gated Communities -- Gauteng -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59633 , vital:62250
- Description: The year 1994 marked the dawn of the new, democratic South Africa. It also brought its own sets of challenges to the country. One such challenge was urban space. Regrettably, the new dispensation inherited still very much race-based urban areas. Urban space is understood to be a social outcome, the result of an historical process, an unequal accumulation of time, a presupposition, and a milieu of social production (Balbim, 2016). The distinguishing feature of urban space in South Africa is the phenomenon of exclusion, which causes deformity, and disappearance of urban structure. Exclusion has become a permanent visual reality in cities in which walled and gated communities divide the urban tissue and take up a large part of the urban space. The social action and struggle against the exclusionary process of globalisation such as the commodification and privatisation of urban space have always been on the international urban agenda. The study’s literature review suggests that government attitudes towards human settlements should change, particularly in terms of policymaking to combat the contemporary urban disparities such as fragmentation (also known as “enclave urbanism”). Fragmented cities do not function as a system but more and more as juxtaposed and uncoordinated fragments drifting apart (Bénit-Gbaffou, 2008). This has an immense impact on several sustainability influencing variables. Urban fragmentation can also have profound effects on human social dynamics and well-being by reducing the number of green spaces in cities. As loss of biodiversity continues, total core area and habitat cohesion decrease while edge density and shape complexity increase. Cities are required to be more sustainable, more accessible, and equal. Cities are now witnessing the emergence of real estate products that are far from achieving the previously mentioned goals, particularly inclusivity. Inclusivity in cities can be achieved by a contemporary urban development approach referred to as ‘inclusive urban space production’. Inclusive urban space production is a pro-poor approach that equally values and incorporates the contributions of all city stakeholders in addressing development issues, including the marginalised groups. The aim of this inquiry was, therefore, to examine factors that influence urban space production to generate a responsive urban space production model, referred to in this study as the “IUSP model”. The study also aimed at examining the role of the state and xx other stakeholders involved in the production of urban space, including the private sector and the community. Participation by all of them is essential to enhance inclusive urban space production for sustainability. A theoretical model for inclusive urban space production was developed based on an intensive literature review. Also, a concurrent partially mixed method design was employed in this inquiry. A study of Waterfall City was conducted to understand exclusive developments and their effect on the larger urban system. And a survey questionnaire was disseminated using random sampling. This was to measure the postulated model. Results from these two concurrent approaches were merged to yield the final model. The findings from the case study were analysed using ATLAS.ti and the findings from the survey questionnaire were analysed using several analyses techniques including EFA, correlation and regression. Both sets of results indicated that the intention to promote inclusive developments is predicted by seventeen dependent variables categorically presented under urban development characteristics, exclusive development enablers, inclusive development barriers, and sustainability criteria. The results of this inquiry are significant because they bring together the interdisciplinary perspectives to discern comprehensively the idea of inclusivity and sustainability in urban space production. The responsive model developed as a key product of this study aims to assist policymakers, planners, designers, landscapers, and developers as a guideline for facilitating inclusive and sustainable urban development. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Ntakana, Khulekani
- Date: 2022-12
- Subjects: Sustainable urban development -- Gauteng -- South Africa , Gated Communities -- Gauteng -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59633 , vital:62250
- Description: The year 1994 marked the dawn of the new, democratic South Africa. It also brought its own sets of challenges to the country. One such challenge was urban space. Regrettably, the new dispensation inherited still very much race-based urban areas. Urban space is understood to be a social outcome, the result of an historical process, an unequal accumulation of time, a presupposition, and a milieu of social production (Balbim, 2016). The distinguishing feature of urban space in South Africa is the phenomenon of exclusion, which causes deformity, and disappearance of urban structure. Exclusion has become a permanent visual reality in cities in which walled and gated communities divide the urban tissue and take up a large part of the urban space. The social action and struggle against the exclusionary process of globalisation such as the commodification and privatisation of urban space have always been on the international urban agenda. The study’s literature review suggests that government attitudes towards human settlements should change, particularly in terms of policymaking to combat the contemporary urban disparities such as fragmentation (also known as “enclave urbanism”). Fragmented cities do not function as a system but more and more as juxtaposed and uncoordinated fragments drifting apart (Bénit-Gbaffou, 2008). This has an immense impact on several sustainability influencing variables. Urban fragmentation can also have profound effects on human social dynamics and well-being by reducing the number of green spaces in cities. As loss of biodiversity continues, total core area and habitat cohesion decrease while edge density and shape complexity increase. Cities are required to be more sustainable, more accessible, and equal. Cities are now witnessing the emergence of real estate products that are far from achieving the previously mentioned goals, particularly inclusivity. Inclusivity in cities can be achieved by a contemporary urban development approach referred to as ‘inclusive urban space production’. Inclusive urban space production is a pro-poor approach that equally values and incorporates the contributions of all city stakeholders in addressing development issues, including the marginalised groups. The aim of this inquiry was, therefore, to examine factors that influence urban space production to generate a responsive urban space production model, referred to in this study as the “IUSP model”. The study also aimed at examining the role of the state and xx other stakeholders involved in the production of urban space, including the private sector and the community. Participation by all of them is essential to enhance inclusive urban space production for sustainability. A theoretical model for inclusive urban space production was developed based on an intensive literature review. Also, a concurrent partially mixed method design was employed in this inquiry. A study of Waterfall City was conducted to understand exclusive developments and their effect on the larger urban system. And a survey questionnaire was disseminated using random sampling. This was to measure the postulated model. Results from these two concurrent approaches were merged to yield the final model. The findings from the case study were analysed using ATLAS.ti and the findings from the survey questionnaire were analysed using several analyses techniques including EFA, correlation and regression. Both sets of results indicated that the intention to promote inclusive developments is predicted by seventeen dependent variables categorically presented under urban development characteristics, exclusive development enablers, inclusive development barriers, and sustainability criteria. The results of this inquiry are significant because they bring together the interdisciplinary perspectives to discern comprehensively the idea of inclusivity and sustainability in urban space production. The responsive model developed as a key product of this study aims to assist policymakers, planners, designers, landscapers, and developers as a guideline for facilitating inclusive and sustainable urban development. , Thesis (PhD) -- Faculty of Engineering, the Built Environment, and Technology, 2022
- Full Text:
- Date Issued: 2022-12
Using spatial explicit capture-recapture model to investigate the demography and spatial dynamics of lion prides in Pilanesberg National Park
- Authors: Bettings, Isabella Aletta
- Date: 2022-12
- Subjects: Lions--Behavior--South Africa , Animals tracks -- Pilanesberg National Park -- North West
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59655 , vital:62318
- Description: Lions are apex predators that play a vital role in the ecosystem. They regulate prey species through predation and other non-consumptive means. Factors that have influenced the decline of lion populations across Africa in the last half century, are loss of habitat, human wildlife conflict and the depletion of prey species. Extensive reintroductions of lions have been conducted across South Africa in order to restore their numbers in protected areas. The Pilanesberg National Park (PNP) was one of many protected areas that reintroduced lions. Their numbers were well documented by management until 2005 where they lost track of the population numbers. During this unfortunate period, there was an observed decline in prey numbers. The aim of this dissertation was to estimate the abundance, movement, and sex ratio of lions, in PNP. Abundance, movement, and sex ratio were determined by a three-month intensive lion survey. The location of each lion encounter was recorded on a mobile device which had an application installed called Cybertracker (v3). Photographs were taken of each Lion to build identification kits. For the data analysis, I used the Bayesian spatial explicit capture-recapture (SECR) model. This model takes time, space, and the robustness of an individual lion into account. Robustness is the measure of how well a lion maintains their functionality, when various stressors are applied (Harmsen, Foster, & Quigley, 2020). The estimated lion population in PNP was 44 lions (>1 year) with a density of 8.8 lions per 100 km2 . The estimated mean home range size of male lions was 279 km2 with a highest probability density (HPD) range of 179 – 385 km2 . The estimated mean home range of female lions was 191 km2 with a HPD range of 135 – 262 km2 . The larger home range size for male lions and smaller home range size for females is found v throughout the African continent in protected areas. The estimated sex ratio was 0.9♀:1♂, which is unexpected as PNP sex ratios between male and female lions is usually 2♀:1♂. A future sampling design for PNP was produced from the completed lion survey dataset. I drove a total of 7350 km and evaluated the influence of varied sampling efforts (i.e., kms driven) on precision estimates and relative bias for abundance, movement, and sex ratio. I found that a minimum of 4 000 km was needed to adequately estimate the lion abundance, movement, and sex ratio in this small fenced protected area. These findings can be used to help guide management to the most cost-effective sampling method and still obtain accurate estimates for monitoring lions. By showing management what is required for appropriate lion surveys this might help improve future monitoring. , Thesis (MSc) -- Faculty of Science, School of Natural Resource Management, 2022
- Full Text:
- Date Issued: 2022-12
- Authors: Bettings, Isabella Aletta
- Date: 2022-12
- Subjects: Lions--Behavior--South Africa , Animals tracks -- Pilanesberg National Park -- North West
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/59655 , vital:62318
- Description: Lions are apex predators that play a vital role in the ecosystem. They regulate prey species through predation and other non-consumptive means. Factors that have influenced the decline of lion populations across Africa in the last half century, are loss of habitat, human wildlife conflict and the depletion of prey species. Extensive reintroductions of lions have been conducted across South Africa in order to restore their numbers in protected areas. The Pilanesberg National Park (PNP) was one of many protected areas that reintroduced lions. Their numbers were well documented by management until 2005 where they lost track of the population numbers. During this unfortunate period, there was an observed decline in prey numbers. The aim of this dissertation was to estimate the abundance, movement, and sex ratio of lions, in PNP. Abundance, movement, and sex ratio were determined by a three-month intensive lion survey. The location of each lion encounter was recorded on a mobile device which had an application installed called Cybertracker (v3). Photographs were taken of each Lion to build identification kits. For the data analysis, I used the Bayesian spatial explicit capture-recapture (SECR) model. This model takes time, space, and the robustness of an individual lion into account. Robustness is the measure of how well a lion maintains their functionality, when various stressors are applied (Harmsen, Foster, & Quigley, 2020). The estimated lion population in PNP was 44 lions (>1 year) with a density of 8.8 lions per 100 km2 . The estimated mean home range size of male lions was 279 km2 with a highest probability density (HPD) range of 179 – 385 km2 . The estimated mean home range of female lions was 191 km2 with a HPD range of 135 – 262 km2 . The larger home range size for male lions and smaller home range size for females is found v throughout the African continent in protected areas. The estimated sex ratio was 0.9♀:1♂, which is unexpected as PNP sex ratios between male and female lions is usually 2♀:1♂. A future sampling design for PNP was produced from the completed lion survey dataset. I drove a total of 7350 km and evaluated the influence of varied sampling efforts (i.e., kms driven) on precision estimates and relative bias for abundance, movement, and sex ratio. I found that a minimum of 4 000 km was needed to adequately estimate the lion abundance, movement, and sex ratio in this small fenced protected area. These findings can be used to help guide management to the most cost-effective sampling method and still obtain accurate estimates for monitoring lions. By showing management what is required for appropriate lion surveys this might help improve future monitoring. , Thesis (MSc) -- Faculty of Science, School of Natural Resource Management, 2022
- Full Text:
- Date Issued: 2022-12
A critical assessment of the inter-governmental relations clusters system in the south African local government context: the case of Raymond Mhlaba Municipality by infrastructure
- Authors: Mkosana, Luvo
- Date: 2022-11
- Subjects: Infrastructure (Economics) -- South Africa , Public administration -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/26841 , vital:66035
- Description: This research is focused on the premise that intergovernmental relations cluster system can be a precondition for improving the state of infrastructure in Raymond Mhlaba Local Municipality. It follows, logically, that engaging stakeholders in all the three spheres of government and allowing them to fully participate in IGR processes has the potential to play a central role in improving infrastructure sector. Without effective and efficient implementation of IGR in the South African public sector, the transformation of the infrastructure sector will continue to menace many local government departments. Given the critics levelled against the processes involved in IGR, the qualitative and method was used as an investigative method to gain a deeper understanding of IGR cluster systems and its general contribution on infrastructural development. The findings showed a general consensus on the importance of the concept of IGR and its potential in ensuring that stakeholders come up with efficient ways to improve the infrastructure sector. Evidence also showed that the main components of infrastructure such as electricity, housing, water and sanitation and roads are still facing challenges and there are backlogs despite the efforts by all the three spheres of government to ensure that the collaborate in improving the sector. This knowledge allows the adoption of a bottom-up approach to IGR cluster system in the South African local government sector. , Thesis (MPA) -- Faculty of Management and Commerce, 2022
- Full Text:
- Date Issued: 2022-11
- Authors: Mkosana, Luvo
- Date: 2022-11
- Subjects: Infrastructure (Economics) -- South Africa , Public administration -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/26841 , vital:66035
- Description: This research is focused on the premise that intergovernmental relations cluster system can be a precondition for improving the state of infrastructure in Raymond Mhlaba Local Municipality. It follows, logically, that engaging stakeholders in all the three spheres of government and allowing them to fully participate in IGR processes has the potential to play a central role in improving infrastructure sector. Without effective and efficient implementation of IGR in the South African public sector, the transformation of the infrastructure sector will continue to menace many local government departments. Given the critics levelled against the processes involved in IGR, the qualitative and method was used as an investigative method to gain a deeper understanding of IGR cluster systems and its general contribution on infrastructural development. The findings showed a general consensus on the importance of the concept of IGR and its potential in ensuring that stakeholders come up with efficient ways to improve the infrastructure sector. Evidence also showed that the main components of infrastructure such as electricity, housing, water and sanitation and roads are still facing challenges and there are backlogs despite the efforts by all the three spheres of government to ensure that the collaborate in improving the sector. This knowledge allows the adoption of a bottom-up approach to IGR cluster system in the South African local government sector. , Thesis (MPA) -- Faculty of Management and Commerce, 2022
- Full Text:
- Date Issued: 2022-11
Barriers to utilisation of antenatal care services in Bloemfontein, sub-district of Mangaung Metro, Free State, South Africa
- Montshiwa, Kgalalelo Christine
- Authors: Montshiwa, Kgalalelo Christine
- Date: 2022-11
- Subjects: Prenatal care
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/26995 , vital:66212
- Description: Background: Maternal and child mortality remain a global health problem, regardless of preventative measures put in place. Antenatal care is crucial to decrease maternal and child morbidity and mortality. However, in Bloemfontein, the sub-district of Mangaung Metro in the Free State, it has been identified that women utilise this kind of service sub-optimally. The study aimed to explore and describe barriers to the utilisation of antenatal care by pregnant women in the Bloemfontein sub-district of Mangaung Metro. Methodology: This study was qualitative and used an explorative, descriptive design. Qualitative data was collected by using focus group discussions and key informants’ interviews. Three focus group discussions with twenty-five pregnant and lactating mothers, aged between 18 and 49 years, were conducted. Participants took part in one focus group discussion at each healthcare facility. Four key informant interviews were conducted with four facility managers and one professional midwife who conducted ANC at the clinic at the time of the study in the three healthcare facilities. A thematic analysis process was used to analyse the collected qualitative data under each identified barrier. The STATA version 15 was used in the analysis of the demographic characteristics of the participants. Results: Most of the participants indicated that they are aware of the importance of attending ANC appointments however, they have voiced that the delayed waiting times and staff attitudes contribute to how they feel about visiting a clinic early. Some of the participants mentioned that they have cultural barriers as they still believe that a traditional pregnant woman should not reveal her pregnancy in the early days but must rather wait until her stomach has grown significantly for her to visit the clinic. Two participants indicated that they had unplanned pregnancies and wanted to do an abortion, but their religious beliefs prevented them to choose to terminate their pregnancies. Economically, not all participants complained about their financial situation though the majority were unemployed and single. Participants from the Bloemspruit facility complained of transport as they stay far from the clinic and they are sometimes forced to walk alone which makes it difficult to attend all their booked sessions with their midwives. The results of the study revealed that there are several factors contributing to late antenatal care attendance namely provider and personal factors contributing to late antenatal care attendance in the Bloemfontein sub-district of Mangaung Metro. Personal factors that were found to be contributing to late antenatal care booking were lack of transport, especially for Bloemspruit participants, unwanted pregnancy, lack of financial support, lack of partner support, cultural and religious beliefs, and lack of knowledge. Provider factors that were found to be contributing to late booking were lack of resources like tools of the trade, long waiting times, poor infrastructure, human resources, and midwives’ attitudes. Recommendations. To deploy qualified midwives to conduct antenatal care clinics, to extend the service over the weekends as participants mentioned that they struggle to get time off from work during the week. Health promotion and community awareness campaigns on the importance of antenatal care may increase the utilisation of antenatal care services. , Thesis (MPA) -- Faculty of Health Sciences, 2023
- Full Text:
- Date Issued: 2022-11
- Authors: Montshiwa, Kgalalelo Christine
- Date: 2022-11
- Subjects: Prenatal care
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/26995 , vital:66212
- Description: Background: Maternal and child mortality remain a global health problem, regardless of preventative measures put in place. Antenatal care is crucial to decrease maternal and child morbidity and mortality. However, in Bloemfontein, the sub-district of Mangaung Metro in the Free State, it has been identified that women utilise this kind of service sub-optimally. The study aimed to explore and describe barriers to the utilisation of antenatal care by pregnant women in the Bloemfontein sub-district of Mangaung Metro. Methodology: This study was qualitative and used an explorative, descriptive design. Qualitative data was collected by using focus group discussions and key informants’ interviews. Three focus group discussions with twenty-five pregnant and lactating mothers, aged between 18 and 49 years, were conducted. Participants took part in one focus group discussion at each healthcare facility. Four key informant interviews were conducted with four facility managers and one professional midwife who conducted ANC at the clinic at the time of the study in the three healthcare facilities. A thematic analysis process was used to analyse the collected qualitative data under each identified barrier. The STATA version 15 was used in the analysis of the demographic characteristics of the participants. Results: Most of the participants indicated that they are aware of the importance of attending ANC appointments however, they have voiced that the delayed waiting times and staff attitudes contribute to how they feel about visiting a clinic early. Some of the participants mentioned that they have cultural barriers as they still believe that a traditional pregnant woman should not reveal her pregnancy in the early days but must rather wait until her stomach has grown significantly for her to visit the clinic. Two participants indicated that they had unplanned pregnancies and wanted to do an abortion, but their religious beliefs prevented them to choose to terminate their pregnancies. Economically, not all participants complained about their financial situation though the majority were unemployed and single. Participants from the Bloemspruit facility complained of transport as they stay far from the clinic and they are sometimes forced to walk alone which makes it difficult to attend all their booked sessions with their midwives. The results of the study revealed that there are several factors contributing to late antenatal care attendance namely provider and personal factors contributing to late antenatal care attendance in the Bloemfontein sub-district of Mangaung Metro. Personal factors that were found to be contributing to late antenatal care booking were lack of transport, especially for Bloemspruit participants, unwanted pregnancy, lack of financial support, lack of partner support, cultural and religious beliefs, and lack of knowledge. Provider factors that were found to be contributing to late booking were lack of resources like tools of the trade, long waiting times, poor infrastructure, human resources, and midwives’ attitudes. Recommendations. To deploy qualified midwives to conduct antenatal care clinics, to extend the service over the weekends as participants mentioned that they struggle to get time off from work during the week. Health promotion and community awareness campaigns on the importance of antenatal care may increase the utilisation of antenatal care services. , Thesis (MPA) -- Faculty of Health Sciences, 2023
- Full Text:
- Date Issued: 2022-11
Estimating estuarine suspended sediment concentration through spectral indices and band ratios derived from Sentinel-2 data: a case of Umzimvubu Estuary, South Africa
- Authors: Tshazi, Zamavuso
- Date: 2022-11
- Subjects: Sediments (Geology) , Suspended sediments , Remote sensing
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27743 , vital:69406
- Description: The current study was aimed at evaluating the reliability and efficacy of selected remote sensing band ratios and indices in accurately estimating the spatial patterns of suspended sediment concentration level in Umzimvubu Estuary, Eastern Cape, South Africa. Sentinel-2 imagery was acquired on the 29th of March 2022. Band reflectance values were extracted from Sentinel -2 imagery, and laboratory measurements of suspended sediment concentration were obtained from samples collected from fifty (50) sampling points in the estuary on the 29th of March 2022. Sentinel-2 imagery was then validated with the field data in estimating and mapping the suspended sediment concentration. Several remote sensing band ratios Red/(Green plus Near-Infrared), Near-Infrared/Green, Red plus Near-Infrared/Green, Blue(Green plus Red)/Blue and Green plus Near-Infrared)/Blue and indices, that is the Normalised Difference Turbidity Index (NDTI), Normalized Difference Suspended Sediment Index (NDSSI) and Normalized Suspended Material Index (NSMI)) were then used to predict the suspended sediment concentration from Sentinel-2 imagery. The accuracy of band ratios and indices was evaluated by correlating the prediction against the observed suspended sediment concentration from Sentinel-2 imagery. A total of 50 points were randomly surveyed in the Umzimvubu estuary for analyzing suspended sediment concentration. Results indicate that the Blue (Green plus Red)/Blue, the Green plus Near-Infrared)/Blue and NMSI performed well based on their R-squared. The Blue (Green plus Red)/Blue and Green + Near-Infrared)/Blue band ratios had 0.86 and 0, 94, respectively. While NSMI yielded an R-squared of 0,76 and RMSE of 19,2 mg/L. The results in the current study indicate that Sentinel-2 imagery can reliably estimate the concentration of suspended sediment level in the Umzimvubu Estuary using band ratios and indices. , Thesis (MSc) -- Faculty of Science and Agriculture, 2022
- Full Text:
- Date Issued: 2022-11
- Authors: Tshazi, Zamavuso
- Date: 2022-11
- Subjects: Sediments (Geology) , Suspended sediments , Remote sensing
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27743 , vital:69406
- Description: The current study was aimed at evaluating the reliability and efficacy of selected remote sensing band ratios and indices in accurately estimating the spatial patterns of suspended sediment concentration level in Umzimvubu Estuary, Eastern Cape, South Africa. Sentinel-2 imagery was acquired on the 29th of March 2022. Band reflectance values were extracted from Sentinel -2 imagery, and laboratory measurements of suspended sediment concentration were obtained from samples collected from fifty (50) sampling points in the estuary on the 29th of March 2022. Sentinel-2 imagery was then validated with the field data in estimating and mapping the suspended sediment concentration. Several remote sensing band ratios Red/(Green plus Near-Infrared), Near-Infrared/Green, Red plus Near-Infrared/Green, Blue(Green plus Red)/Blue and Green plus Near-Infrared)/Blue and indices, that is the Normalised Difference Turbidity Index (NDTI), Normalized Difference Suspended Sediment Index (NDSSI) and Normalized Suspended Material Index (NSMI)) were then used to predict the suspended sediment concentration from Sentinel-2 imagery. The accuracy of band ratios and indices was evaluated by correlating the prediction against the observed suspended sediment concentration from Sentinel-2 imagery. A total of 50 points were randomly surveyed in the Umzimvubu estuary for analyzing suspended sediment concentration. Results indicate that the Blue (Green plus Red)/Blue, the Green plus Near-Infrared)/Blue and NMSI performed well based on their R-squared. The Blue (Green plus Red)/Blue and Green + Near-Infrared)/Blue band ratios had 0.86 and 0, 94, respectively. While NSMI yielded an R-squared of 0,76 and RMSE of 19,2 mg/L. The results in the current study indicate that Sentinel-2 imagery can reliably estimate the concentration of suspended sediment level in the Umzimvubu Estuary using band ratios and indices. , Thesis (MSc) -- Faculty of Science and Agriculture, 2022
- Full Text:
- Date Issued: 2022-11
Examining the nature of entrepreneurship within the towns and rural areas of Sakhisizwe Local Municipality, Eastern Cape
- Authors: Maliwa, Noluvuyo
- Date: 2022-11
- Subjects: Entrepreneurship , Developing countries--Economic conditions , Small business
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27555 , vital:69315
- Description: Entrepreneurship plays an important role in societies around the world because it supports economic growth and creates job opportunities. This study investigated the nature of entrepreneurship in three distinct parts of Sakhisizwe Local Municipality, including a town within Sakhisizwe’s former homeland area, rural communities within its former homeland area, and a town within an area characterised by large-scale commercial farms. The study sought to establish the share of adults in the different parts of the municipality involved in entrepreneurship, to identify factors that contribute to the decision to become an entrepreneur, and to examine strategies pursued by, and challenges experienced, different types of entrepreneurs. The study involved a random sample of 362 respondents and both quantitative and qualitative data analysis. Among the main findings is that the proportion of adults involved in enterprise in Sakhisizwe is higher than found by other studies for South Africa as a whole, but is especially high for those living in the town in the former homeland area. While those residing in rural communities also engage in enterprise, they are generally compelled to practice their enterprises in town, thus have the disadvantage of needing frequent transport. While residing in the town in the commercial farming area is not disadvantageous in the same way, the challenge is that the town itself is able to support relatively few entrepreneurs due to fewer people coming to town for their shopping. , Thesis (MSci) -- Faculty of Science and Agricultures, 2022
- Full Text:
- Date Issued: 2022-11
- Authors: Maliwa, Noluvuyo
- Date: 2022-11
- Subjects: Entrepreneurship , Developing countries--Economic conditions , Small business
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27555 , vital:69315
- Description: Entrepreneurship plays an important role in societies around the world because it supports economic growth and creates job opportunities. This study investigated the nature of entrepreneurship in three distinct parts of Sakhisizwe Local Municipality, including a town within Sakhisizwe’s former homeland area, rural communities within its former homeland area, and a town within an area characterised by large-scale commercial farms. The study sought to establish the share of adults in the different parts of the municipality involved in entrepreneurship, to identify factors that contribute to the decision to become an entrepreneur, and to examine strategies pursued by, and challenges experienced, different types of entrepreneurs. The study involved a random sample of 362 respondents and both quantitative and qualitative data analysis. Among the main findings is that the proportion of adults involved in enterprise in Sakhisizwe is higher than found by other studies for South Africa as a whole, but is especially high for those living in the town in the former homeland area. While those residing in rural communities also engage in enterprise, they are generally compelled to practice their enterprises in town, thus have the disadvantage of needing frequent transport. While residing in the town in the commercial farming area is not disadvantageous in the same way, the challenge is that the town itself is able to support relatively few entrepreneurs due to fewer people coming to town for their shopping. , Thesis (MSci) -- Faculty of Science and Agricultures, 2022
- Full Text:
- Date Issued: 2022-11
Guidelines for designing personal health dashboards
- Authors: Chabana, Chabana Ernst
- Date: 2022-11
- Subjects: Dashboards (Management information systems) , Information visualization , Medical informatics , Digital health , Design manual
- Language: English
- Type: Academic theses , Master's theses , text
- Identifier: http://hdl.handle.net/10962/419137 , vital:71619
- Description: The healthcare industry is realising the value of providing ordinary individuals with their personal health data for self-care and self-management purposes, however, these individuals are faced with the challenge of going through, understanding and extracting insights from large volumes of complex personal health data. A dashboard (coupled with data visualization) is regarded as a suitable way to present personal health data effectively, to inform self-care and self- management-based decisions. However, there is no homogeneous (i.e. “one-size-fits-all”) approach to designing dashboards; therefore, this research aimed at creating a set of design guidelines that can be used as a foundation for tailoring dashboards that support the presentation of personal health data. The Design Science Research methodology was used to systematically develop and evaluate the set of dashboard design guidelines. Within this methodology, literature was reviewed and focus groups with participants were conducted to extract insights and inform the development of the initial set (proposed) design guidelines. The proposed design guidelines were then used to develop a medium-fidelity personal health dashboard prototype. Usability testing with the dashboard prototype was conducted to evaluate the efficacy and utility of these design guidelines. The evaluation provided insights that strengthened the quality of the design guidelines. The evaluation indicated that the proposed set of guidelines are suitable for designing a dashboard that presents personal health data effectively. These design guidelines can be adapted in order to inform the process of tailoring dashboards for accommodating different personal health data presentation needs. , Thesis (MCOM) -- Faculty of Commerce, Information Systems, 2023
- Full Text:
- Date Issued: 2022-11
- Authors: Chabana, Chabana Ernst
- Date: 2022-11
- Subjects: Dashboards (Management information systems) , Information visualization , Medical informatics , Digital health , Design manual
- Language: English
- Type: Academic theses , Master's theses , text
- Identifier: http://hdl.handle.net/10962/419137 , vital:71619
- Description: The healthcare industry is realising the value of providing ordinary individuals with their personal health data for self-care and self-management purposes, however, these individuals are faced with the challenge of going through, understanding and extracting insights from large volumes of complex personal health data. A dashboard (coupled with data visualization) is regarded as a suitable way to present personal health data effectively, to inform self-care and self- management-based decisions. However, there is no homogeneous (i.e. “one-size-fits-all”) approach to designing dashboards; therefore, this research aimed at creating a set of design guidelines that can be used as a foundation for tailoring dashboards that support the presentation of personal health data. The Design Science Research methodology was used to systematically develop and evaluate the set of dashboard design guidelines. Within this methodology, literature was reviewed and focus groups with participants were conducted to extract insights and inform the development of the initial set (proposed) design guidelines. The proposed design guidelines were then used to develop a medium-fidelity personal health dashboard prototype. Usability testing with the dashboard prototype was conducted to evaluate the efficacy and utility of these design guidelines. The evaluation provided insights that strengthened the quality of the design guidelines. The evaluation indicated that the proposed set of guidelines are suitable for designing a dashboard that presents personal health data effectively. These design guidelines can be adapted in order to inform the process of tailoring dashboards for accommodating different personal health data presentation needs. , Thesis (MCOM) -- Faculty of Commerce, Information Systems, 2023
- Full Text:
- Date Issued: 2022-11
Interpreting structural polarization in Zimbabwean electoral politics since 1980
- Authors: Munhuweyi, kenneth Takudzwa
- Date: 2022-11
- Subjects: Zimbabwe -- Politics and government -- 1980- , Political history , Politics
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27105 , vital:66303
- Description: The study presents the structural polarization that characterized Zimbabwe’s postindependence electoral politics from 1980. Existing literature on the same phenomenon of polarization is both fragmented and inconsistent. Nevertheless, this study traced the history of Zimbabwean polarization to the pre-colonial and colonial periods to ascertain the reality of post-independence polarization. The postindependence of Zimbabwe under the Mugabe and Mnangagwa administrations, the ZANU-PF ruling party, was marked by political repression and restriction in electoral politics -a stealth authoritarian practice. In line with earlier studies, this research suggested that Zimbabwe is far from being an institutionalized democracy, given the dearth of electoral democratic qualities, the rule of law- and constitutional subversion. Zimbabwe has had a series of elections under monitoring and evaluation by local and international observers. The electoral observers’ reports and verdicts remain crucial in any given election and require scrutiny to determine their credibility and legitimacy. In 2018, Mnangagwa opened a doorway for international electoral monitoring/observation, previously closed by Mugabe in 2002. While recognizing Mnangagwa’s democratic aspirations, the 2017 post-coup was laced with political repression and 2018 post-election judicial verdict bias. There have been democratic transitioning impediments due to the ZANU-PF party’s centralized state institutions and militarized state capture –typical of a bureaucratic authoritarian regime. With the ZANU-PF party’s competitive authoritarianism in Zimbabwe, the thesis presented the prospects of the Citizens Coalition for Change opposition political parties’ -office seeking coalition building -aiming at maximizing electoral outcomes towards power changing and electoral reforms. , Thesis (MSoc) -- Faculty of Social Sciences and Humanities, 2022
- Full Text:
- Date Issued: 2022-11
- Authors: Munhuweyi, kenneth Takudzwa
- Date: 2022-11
- Subjects: Zimbabwe -- Politics and government -- 1980- , Political history , Politics
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27105 , vital:66303
- Description: The study presents the structural polarization that characterized Zimbabwe’s postindependence electoral politics from 1980. Existing literature on the same phenomenon of polarization is both fragmented and inconsistent. Nevertheless, this study traced the history of Zimbabwean polarization to the pre-colonial and colonial periods to ascertain the reality of post-independence polarization. The postindependence of Zimbabwe under the Mugabe and Mnangagwa administrations, the ZANU-PF ruling party, was marked by political repression and restriction in electoral politics -a stealth authoritarian practice. In line with earlier studies, this research suggested that Zimbabwe is far from being an institutionalized democracy, given the dearth of electoral democratic qualities, the rule of law- and constitutional subversion. Zimbabwe has had a series of elections under monitoring and evaluation by local and international observers. The electoral observers’ reports and verdicts remain crucial in any given election and require scrutiny to determine their credibility and legitimacy. In 2018, Mnangagwa opened a doorway for international electoral monitoring/observation, previously closed by Mugabe in 2002. While recognizing Mnangagwa’s democratic aspirations, the 2017 post-coup was laced with political repression and 2018 post-election judicial verdict bias. There have been democratic transitioning impediments due to the ZANU-PF party’s centralized state institutions and militarized state capture –typical of a bureaucratic authoritarian regime. With the ZANU-PF party’s competitive authoritarianism in Zimbabwe, the thesis presented the prospects of the Citizens Coalition for Change opposition political parties’ -office seeking coalition building -aiming at maximizing electoral outcomes towards power changing and electoral reforms. , Thesis (MSoc) -- Faculty of Social Sciences and Humanities, 2022
- Full Text:
- Date Issued: 2022-11
Older persons’ perceptions of services that support positive ageing in the Khayelitsha and Gugulethu districts of the Western cape
- Authors: Tshefu-Mavimbela, Siphokazi
- Date: 2022-11
- Subjects: Aging -- Western Cape , Older people -- Western Cape
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/60389 , vital:64705
- Description: Globally people are growing older, and nearly every country is experiencing an increase in their ageing populace. In 1960 older people made up 5 % of the world population, while in 2018, they were about 9% of the overall population. Projections are that in 2050 people over the age of 65 will make up 16% of the overall population. To respond to an ageing population, a government must ensure that its policy framework can respond to the needs of its citizens. A society that supports a positive ageing environment improves older people’s well-being. In our complex society, each person is dependent on others in various ways, and social, emotional and practical interdependence is a feature of the human social condition. This means that older people do not function well in isolation but need support for positive ageing. This research project focused on older people’s perceptions of services that support their positive ageing in the Khayelitsha and Gugulethu districts of the Western Cape, South Africa. The theoretical framework employed in the study is Systems Theory. The research approach utilised in the study is qualitative with an explorative and descriptive research design. A non-probability purposive, criterion-based sampling technique was employed. The researcher recruited eleven older persons aged sixty years and above in the Khayelitsha and Gugulethu areas. An NGO that works with older persons’ served as gatekeepers. Semi-structured telephonic interviews were conducted. The data collected was analysed using thematic data analysis. The trustworthiness of the research process was enhanced using Guba’s model. Ethical principles as set out in the Belmont report were also adhered to. The key findings of the current study indicated that in Khayelitsha and Gugulethu areas, there are available services that support positive ageing, such as clubs, excursions and social grants. Environmental aspects challenging positive ageing included unfavourable home conditions such as financial burden and ill-treatment, poverty and unemployment, health problems, and COVID-19 effects. Older people mentioned that there are available but inadequate services such as municipal services and care facilities. Thus, they recommended that there should be poverty alleviation schemes, community development projects such as crafting, gardening, sewing, and more institutions and home-based care for older people. , Thesis (MA) -- Faculty of Health Sciences, 2022
- Full Text:
- Date Issued: 2022-11
- Authors: Tshefu-Mavimbela, Siphokazi
- Date: 2022-11
- Subjects: Aging -- Western Cape , Older people -- Western Cape
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/60389 , vital:64705
- Description: Globally people are growing older, and nearly every country is experiencing an increase in their ageing populace. In 1960 older people made up 5 % of the world population, while in 2018, they were about 9% of the overall population. Projections are that in 2050 people over the age of 65 will make up 16% of the overall population. To respond to an ageing population, a government must ensure that its policy framework can respond to the needs of its citizens. A society that supports a positive ageing environment improves older people’s well-being. In our complex society, each person is dependent on others in various ways, and social, emotional and practical interdependence is a feature of the human social condition. This means that older people do not function well in isolation but need support for positive ageing. This research project focused on older people’s perceptions of services that support their positive ageing in the Khayelitsha and Gugulethu districts of the Western Cape, South Africa. The theoretical framework employed in the study is Systems Theory. The research approach utilised in the study is qualitative with an explorative and descriptive research design. A non-probability purposive, criterion-based sampling technique was employed. The researcher recruited eleven older persons aged sixty years and above in the Khayelitsha and Gugulethu areas. An NGO that works with older persons’ served as gatekeepers. Semi-structured telephonic interviews were conducted. The data collected was analysed using thematic data analysis. The trustworthiness of the research process was enhanced using Guba’s model. Ethical principles as set out in the Belmont report were also adhered to. The key findings of the current study indicated that in Khayelitsha and Gugulethu areas, there are available services that support positive ageing, such as clubs, excursions and social grants. Environmental aspects challenging positive ageing included unfavourable home conditions such as financial burden and ill-treatment, poverty and unemployment, health problems, and COVID-19 effects. Older people mentioned that there are available but inadequate services such as municipal services and care facilities. Thus, they recommended that there should be poverty alleviation schemes, community development projects such as crafting, gardening, sewing, and more institutions and home-based care for older people. , Thesis (MA) -- Faculty of Health Sciences, 2022
- Full Text:
- Date Issued: 2022-11
Perceptions of stakeholders in schools on the implementation of school sport policy in school sport development in the Amathole-west district, Eastern Cape
- Authors: Xakaxa, M Z
- Date: 2022-11
- Subjects: Sports administration , Sports and state
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27959 , vital:70943
- Description: This study aimed to explore the perceptions of stakeholders in schools regarding the implementation of school sport policy and its impact on school sport development in the Amathole-west district of the Eastern Cape, South Africa. The research sought to examine teachers' knowledge of the Department of Basic Education's school sport policy, assess whether the policy promotes school sport development, identify ways to enhance its implementation in Amathole-west, and propose strategies for the effective implementation of the policy by the Department of Basic Education. Adopting a qualitative interpretivist research approach, the study employed in-depth one-on-one interviews, focus group discussions, and document analysis. A purposive sample of 20 participants was selected, grouped into four focus groups, to contribute valuable insights to the study. Drawing on the Participatory School Governance model and the Social Ecological Model, the findings revealed that teachers, members of the School Management Team, and School Governing Body members perceive sports as essential for learners, as they promote physical health and instill discipline and moral behavior. However, the study also highlighted that teachers and School Governing Body members play a limited role in the implementation of school sport policy and development. Instead, they tend to rely on externally qualified sports experts, resulting in reduced involvement in policy implementation. The study emphasizes the need for improved involvement and investment in school sport policy implementation. Additionally, several strategies were suggested to ensure the effective implementation of school sport policy. These include providing Continued Professional Development (CPD) opportunities for teachers and increasing awareness about the sports policy. In conclusion, this study sheds light on the perceptions of school stakeholders regarding the implementation of school sport policy and the development of school sports in Amathole-west, South Africa. The findings underscore the importance of enhancing teachers' involvement and knowledge in policy implementation and recommend strategies for the successful implementation of the school sport policy , Thesis (MPH) -- Faculty of Health Sciences, 2022
- Full Text:
- Date Issued: 2022-11
- Authors: Xakaxa, M Z
- Date: 2022-11
- Subjects: Sports administration , Sports and state
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27959 , vital:70943
- Description: This study aimed to explore the perceptions of stakeholders in schools regarding the implementation of school sport policy and its impact on school sport development in the Amathole-west district of the Eastern Cape, South Africa. The research sought to examine teachers' knowledge of the Department of Basic Education's school sport policy, assess whether the policy promotes school sport development, identify ways to enhance its implementation in Amathole-west, and propose strategies for the effective implementation of the policy by the Department of Basic Education. Adopting a qualitative interpretivist research approach, the study employed in-depth one-on-one interviews, focus group discussions, and document analysis. A purposive sample of 20 participants was selected, grouped into four focus groups, to contribute valuable insights to the study. Drawing on the Participatory School Governance model and the Social Ecological Model, the findings revealed that teachers, members of the School Management Team, and School Governing Body members perceive sports as essential for learners, as they promote physical health and instill discipline and moral behavior. However, the study also highlighted that teachers and School Governing Body members play a limited role in the implementation of school sport policy and development. Instead, they tend to rely on externally qualified sports experts, resulting in reduced involvement in policy implementation. The study emphasizes the need for improved involvement and investment in school sport policy implementation. Additionally, several strategies were suggested to ensure the effective implementation of school sport policy. These include providing Continued Professional Development (CPD) opportunities for teachers and increasing awareness about the sports policy. In conclusion, this study sheds light on the perceptions of school stakeholders regarding the implementation of school sport policy and the development of school sports in Amathole-west, South Africa. The findings underscore the importance of enhancing teachers' involvement and knowledge in policy implementation and recommend strategies for the successful implementation of the school sport policy , Thesis (MPH) -- Faculty of Health Sciences, 2022
- Full Text:
- Date Issued: 2022-11
Spatial assessment of riparian vegetation condition in relation to water quality: a case of the Keiskamma River, Eastern Cape Province, South Africa
- Authors: Teyise, Anda
- Date: 2022-11
- Subjects: Water quality , Riparian plants , Stream health
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27679 , vital:69393
- Description: Riparian vegetation plays several roles in ecological functioning, such as improving water quality because it can filtrate the sediments and provides stability on the floodplain. The condition of riparian vegetation can serve to provide information regarding river condition. The main purpose of this study was to investigate the extent to which water quality level of the Keiskamma River can be explained by the riparian vegetation density patterns. This study used Sentinel-2 Multi-Spectral Instrument (MSI) satellite image to assess spatial patterns in riparian vegetation condition. The Normalized Difference Vegetation Index (NDVI) was generated from the Sentinel-2 imagery and was used as the base from which riparian vegetation density classes were obtained through the supervised image classification technique. The image classification accuracy assessment was caried out to verify and validate the accuracy of riparian vegetation density classes. This technique produced the overall accuracy (OA) classification of 83.72 percent. The riverine water quality parameters were measured on the randomly surveyed sites using the Premium Series PC60 5-in-1 Water Quality Tester. High density of riparian vegetation were found in the upper course of the river. The low-density riparian vegetation dominates the middle course of the river while the lower part of the river contains a mixture of the three riparian vegetation conditions. The one-sample t-test statistical technique was carried out to determine the spatial pattern of water quality parameters. The t-test results revealed the significant variation in water pH, with the p-value of 0.00. However, t-test results also showed insignificant variations in water Total Dissolved Solids (TDS) and electrical conductivity (EC), with p-values of 0.117 0.059 and 0.059 respectively. The linear regression was used to determine the relationship between riparian vegetation and water quality. In this case, the NDVI values were used as surrogate for riparian vegetation condition. The results showed insignificant relationships between NDVI and water pH (r2 = 0.00), NDVI and water TDS (r2 = 0.09), and NDVI and water EC (r2 = 0.09) along the Keiskamma River. In view of the findings obtained from this study “spatial differences in riparian vegetation along the lateral and longitudinal dimensions of the Keiskamma River denote spatial variations in water quality levels”, is rejected. , Thesis (MSci) -- Faculty of Science and Agriculture, 2022
- Full Text:
- Date Issued: 2022-11
- Authors: Teyise, Anda
- Date: 2022-11
- Subjects: Water quality , Riparian plants , Stream health
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27679 , vital:69393
- Description: Riparian vegetation plays several roles in ecological functioning, such as improving water quality because it can filtrate the sediments and provides stability on the floodplain. The condition of riparian vegetation can serve to provide information regarding river condition. The main purpose of this study was to investigate the extent to which water quality level of the Keiskamma River can be explained by the riparian vegetation density patterns. This study used Sentinel-2 Multi-Spectral Instrument (MSI) satellite image to assess spatial patterns in riparian vegetation condition. The Normalized Difference Vegetation Index (NDVI) was generated from the Sentinel-2 imagery and was used as the base from which riparian vegetation density classes were obtained through the supervised image classification technique. The image classification accuracy assessment was caried out to verify and validate the accuracy of riparian vegetation density classes. This technique produced the overall accuracy (OA) classification of 83.72 percent. The riverine water quality parameters were measured on the randomly surveyed sites using the Premium Series PC60 5-in-1 Water Quality Tester. High density of riparian vegetation were found in the upper course of the river. The low-density riparian vegetation dominates the middle course of the river while the lower part of the river contains a mixture of the three riparian vegetation conditions. The one-sample t-test statistical technique was carried out to determine the spatial pattern of water quality parameters. The t-test results revealed the significant variation in water pH, with the p-value of 0.00. However, t-test results also showed insignificant variations in water Total Dissolved Solids (TDS) and electrical conductivity (EC), with p-values of 0.117 0.059 and 0.059 respectively. The linear regression was used to determine the relationship between riparian vegetation and water quality. In this case, the NDVI values were used as surrogate for riparian vegetation condition. The results showed insignificant relationships between NDVI and water pH (r2 = 0.00), NDVI and water TDS (r2 = 0.09), and NDVI and water EC (r2 = 0.09) along the Keiskamma River. In view of the findings obtained from this study “spatial differences in riparian vegetation along the lateral and longitudinal dimensions of the Keiskamma River denote spatial variations in water quality levels”, is rejected. , Thesis (MSci) -- Faculty of Science and Agriculture, 2022
- Full Text:
- Date Issued: 2022-11
The classification performance of ensemble decision tree classifiers: a case study of detecting fraud in credit card transactions
- Authors: Chogugudza, Mcdonald
- Date: 2022-11
- Subjects: fraud , Commercial fraud , Accounting fraud
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27590 , vital:69317
- Description: In this dissertation, we propose ensemble decision tree classifiers as an ideal classification technique for solving the problem of fraud in the domain of credit card transactions. Ensemble tree classifiers have been applied in many areas like speech recognition, image recognition and medical diagnostics and have shown excellent results. At the centre of fraud, credit card fraud has been a major concern. The rise in credit card fraud is largely attributed to the nature in which it can be done. A fraudster does not need to always be physically present to commit fraud making it the number one target for criminals. Card-Not-Present refers to this type of fraud where an electronic transaction can be conducted without the need for a client to be present. This can be done via telephonic calls or the web. To be able to come up with better classifiers it was important for the researcher to first investigate what causes misclassifications in fraud detection systems. A systematic literature review was done to uncover the factors that have been identified as causes of misclassifications. It was discovered that many factors lead to misclassifications and several authors have proposed techniques to handle these factors. However, there is no universal techniques for addressing factors that lead to misclassifications as different domains have different datasets which require different techniques. This study investigates how parameters involved in modelling fraud detection systems impact the classification performance of ensemble decision tree classifiers. The factors that were investigated include sample size, sampling technique, learning method and choice of split criterion and how they affect classification performance. A series of experiments were conducted to investigate how the aforementioned factors contributed to better classifiers. Ecommerce data from Vesta corporation made available on Kaggle was used in the experiments. The data was split into two sets, one for training the models and the other for testing the performance of the models. Accuracy, confusion matrix, precision and recall were used as performance measures. Our results showed that a larger sample size resulted in better classifiers. This is attributed to models having more instances to learn from which covers most patterns of fraudulent transactions. The sampling technique was shown to be pivotal in classification performance as under sampling showed a great reduction in performance as it achieved a maximum accuracy of 89.6223 while oversampling produced increased performance with maximum accuracy of 99.9531. Furthermore, our results showed that the choice of split criterion impacts the performance of ensemble tree classifiers. The use of entropy as the choice of split criterion resulted in better classifiers compared to the use of the Gini index. However, the downside is that entropy requires more time to execute compared to the Gini index. Lastly, the learning method proved to impact the performance of ensemble classifiers. Models that used supervised learning had better performance compared to those that use unsupervised learning in detecting credit card fraud. The conclusions from this research are insightful when designing fraud detection systems that use ensemble decision tree classifiers as base learners. , Thesis (Msci) -- Faculty of Science and Agriculture, 2022
- Full Text:
- Date Issued: 2022-11
- Authors: Chogugudza, Mcdonald
- Date: 2022-11
- Subjects: fraud , Commercial fraud , Accounting fraud
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/27590 , vital:69317
- Description: In this dissertation, we propose ensemble decision tree classifiers as an ideal classification technique for solving the problem of fraud in the domain of credit card transactions. Ensemble tree classifiers have been applied in many areas like speech recognition, image recognition and medical diagnostics and have shown excellent results. At the centre of fraud, credit card fraud has been a major concern. The rise in credit card fraud is largely attributed to the nature in which it can be done. A fraudster does not need to always be physically present to commit fraud making it the number one target for criminals. Card-Not-Present refers to this type of fraud where an electronic transaction can be conducted without the need for a client to be present. This can be done via telephonic calls or the web. To be able to come up with better classifiers it was important for the researcher to first investigate what causes misclassifications in fraud detection systems. A systematic literature review was done to uncover the factors that have been identified as causes of misclassifications. It was discovered that many factors lead to misclassifications and several authors have proposed techniques to handle these factors. However, there is no universal techniques for addressing factors that lead to misclassifications as different domains have different datasets which require different techniques. This study investigates how parameters involved in modelling fraud detection systems impact the classification performance of ensemble decision tree classifiers. The factors that were investigated include sample size, sampling technique, learning method and choice of split criterion and how they affect classification performance. A series of experiments were conducted to investigate how the aforementioned factors contributed to better classifiers. Ecommerce data from Vesta corporation made available on Kaggle was used in the experiments. The data was split into two sets, one for training the models and the other for testing the performance of the models. Accuracy, confusion matrix, precision and recall were used as performance measures. Our results showed that a larger sample size resulted in better classifiers. This is attributed to models having more instances to learn from which covers most patterns of fraudulent transactions. The sampling technique was shown to be pivotal in classification performance as under sampling showed a great reduction in performance as it achieved a maximum accuracy of 89.6223 while oversampling produced increased performance with maximum accuracy of 99.9531. Furthermore, our results showed that the choice of split criterion impacts the performance of ensemble tree classifiers. The use of entropy as the choice of split criterion resulted in better classifiers compared to the use of the Gini index. However, the downside is that entropy requires more time to execute compared to the Gini index. Lastly, the learning method proved to impact the performance of ensemble classifiers. Models that used supervised learning had better performance compared to those that use unsupervised learning in detecting credit card fraud. The conclusions from this research are insightful when designing fraud detection systems that use ensemble decision tree classifiers as base learners. , Thesis (Msci) -- Faculty of Science and Agriculture, 2022
- Full Text:
- Date Issued: 2022-11
The effects of school violence on teaching and learning in selected schools in Amatole West District, Eastern Cape
- Poswa, S
- Authors: Poswa, S
- Date: 2022-11
- Subjects: School violence , Violence in children
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/26075 , vital:64788
- Description: The purpose of this study was to look at the effects of school violence on teaching and learning in three selected schools in the Amathole West education district. The objectives of the study guided the entire project and the theory of socio-ecology by Benbenishty and Astor (2005) underpinned and guided the study. Different forms of school violence, causes of school violence, its effects and measures to curb its spread were discussed. The study made use of the pragmatic paradigm which allowed the researcher to make use of both quantitative and qualitative approaches. The data collection instruments consisted of questionnaires and semi-structured interviews. Three high schools were selected purposively with a sample of 75 respondents. Three principals, five teachers (school management team) and 7 learners (school representative council) participated in the semi-structured interview and 60 learners were randomly selected to take part in the questionnaire completion. Data analysis included coding of questionnaires and running the codes on the SPSS package. There after, results were presented using tables and descriptive analysis. Percentages and numeric figures of different forms of school violence were analysed. Data collected from the semi-interviews was coded according to different themes and categories and presented in form of discussions. Thematic analysis was applied in this regard. Therefore, the themes that emerged from the findings of the study were linked to the reviewed literature and research questions. The researcher cross-checked with the participants whether their responses were captured correctly before drawing any conclusions. The major findings of the study revealed that school violence is very much prevalent in the three selected schools. However, the severity of the problem varies from one school to another. Learners indicated that they experience bullying, verbal abuse, corporal punishment, cyberbullying, theft of property, gang-related violence and sexual harassment. Bullying, verbal abuse, cyberbullying and corporal punishment were rated as the most common and frequent forms of violence. In addition to the findings above, some causes of school violence noted by the respondents included peer pressure, poor parental care, exposure to violence at home or communities, unguided exposure to media, easy access to drugs, alcohol and weapons and teacher absenteeism. Effects of school violence included loss of concentration in class, poor academic results, class disruptions and depression or suicidal thoughts. All participants were allowed to say what they think should be done to curb the spread of school violence. Reasons given included that of ensuring that other departments are included in the committees that deal directly with school violence cases, strict and consistent enforcement of the school code of conduct and the department’s policies on school violence. Most learners and teachers indicated that parents are not present in the lives of their children. Thus, parental involvement was strongly recommended by most participants. The researcher had some recommendations to make. It was recommended that communities should take an active part in fighting drug and alcohol abuse by learners in communities. This could be done by reporting people who sell these drugs and alcohol to persons who are under the age of 18. It was further recommended that the department of education should understand and take advantage of technology. School violence apps can be developed specifically for teenagers. These will ensure that knowledge about school violence is spread to most learners. Lastly, workshops should be conducted with both teachers and learners to equip them more about school violence. The conclusion of the study highlighted some important points to be taken into consideration. One of the points was that a failure to implement the strategies outlined in the study will result in the department spending millions of Rands in repairing and replacing what has been lost in schools. This lose will be due to theft and vandalism, high rate of teachers resigning because of stress-related problems. In addition, the economy will be characterised by a high rate of unemployment due to learners who drop out of school, overcrowded classes will continue to affect teaching and learning. Ultimately, there will be a continuous decrease in the NSC results of entire District of Amathole West. For further or future research studies, the researcher suggested that studies on the department’s policies on school violence are needed. These studies can focus on what the policy entails, and the implementation and effectiveness of such policies. In addition to these studies, a study that closely looks at parents as contributing factors to school violence is needed. , Thesis (MEd) -- Faculty of Education, 2022
- Full Text:
- Date Issued: 2022-11
- Authors: Poswa, S
- Date: 2022-11
- Subjects: School violence , Violence in children
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10353/26075 , vital:64788
- Description: The purpose of this study was to look at the effects of school violence on teaching and learning in three selected schools in the Amathole West education district. The objectives of the study guided the entire project and the theory of socio-ecology by Benbenishty and Astor (2005) underpinned and guided the study. Different forms of school violence, causes of school violence, its effects and measures to curb its spread were discussed. The study made use of the pragmatic paradigm which allowed the researcher to make use of both quantitative and qualitative approaches. The data collection instruments consisted of questionnaires and semi-structured interviews. Three high schools were selected purposively with a sample of 75 respondents. Three principals, five teachers (school management team) and 7 learners (school representative council) participated in the semi-structured interview and 60 learners were randomly selected to take part in the questionnaire completion. Data analysis included coding of questionnaires and running the codes on the SPSS package. There after, results were presented using tables and descriptive analysis. Percentages and numeric figures of different forms of school violence were analysed. Data collected from the semi-interviews was coded according to different themes and categories and presented in form of discussions. Thematic analysis was applied in this regard. Therefore, the themes that emerged from the findings of the study were linked to the reviewed literature and research questions. The researcher cross-checked with the participants whether their responses were captured correctly before drawing any conclusions. The major findings of the study revealed that school violence is very much prevalent in the three selected schools. However, the severity of the problem varies from one school to another. Learners indicated that they experience bullying, verbal abuse, corporal punishment, cyberbullying, theft of property, gang-related violence and sexual harassment. Bullying, verbal abuse, cyberbullying and corporal punishment were rated as the most common and frequent forms of violence. In addition to the findings above, some causes of school violence noted by the respondents included peer pressure, poor parental care, exposure to violence at home or communities, unguided exposure to media, easy access to drugs, alcohol and weapons and teacher absenteeism. Effects of school violence included loss of concentration in class, poor academic results, class disruptions and depression or suicidal thoughts. All participants were allowed to say what they think should be done to curb the spread of school violence. Reasons given included that of ensuring that other departments are included in the committees that deal directly with school violence cases, strict and consistent enforcement of the school code of conduct and the department’s policies on school violence. Most learners and teachers indicated that parents are not present in the lives of their children. Thus, parental involvement was strongly recommended by most participants. The researcher had some recommendations to make. It was recommended that communities should take an active part in fighting drug and alcohol abuse by learners in communities. This could be done by reporting people who sell these drugs and alcohol to persons who are under the age of 18. It was further recommended that the department of education should understand and take advantage of technology. School violence apps can be developed specifically for teenagers. These will ensure that knowledge about school violence is spread to most learners. Lastly, workshops should be conducted with both teachers and learners to equip them more about school violence. The conclusion of the study highlighted some important points to be taken into consideration. One of the points was that a failure to implement the strategies outlined in the study will result in the department spending millions of Rands in repairing and replacing what has been lost in schools. This lose will be due to theft and vandalism, high rate of teachers resigning because of stress-related problems. In addition, the economy will be characterised by a high rate of unemployment due to learners who drop out of school, overcrowded classes will continue to affect teaching and learning. Ultimately, there will be a continuous decrease in the NSC results of entire District of Amathole West. For further or future research studies, the researcher suggested that studies on the department’s policies on school violence are needed. These studies can focus on what the policy entails, and the implementation and effectiveness of such policies. In addition to these studies, a study that closely looks at parents as contributing factors to school violence is needed. , Thesis (MEd) -- Faculty of Education, 2022
- Full Text:
- Date Issued: 2022-11