Urban agriculture and the enhancement of food security and household Income in Grahamstown, Makana Municipality
- Authors: Mahandana, Funzani Nicholas
- Date: 2016
- Subjects: Urban agriculture -- South Africa -- Grahamstown , Income -- South Africa -- Grahamstown , Food security -- South Africa -- Grahamstown
- Language: English
- Type: Thesis , Masters , MA
- Identifier: http://hdl.handle.net/10948/8467 , vital:26367
- Description: This study draws on the relationship between household food security and household income through small scale community gardens and backyard vegetable gardens in Grahamstown Townships within Makana Municipality of the Eastern Cape Province, South Africa. The study explores the contribution of vegetable gardens in household food security and income and finding ways in which this contribution may be enhanced. This study offers insights into the relationships among individuals, households, stakeholders (Government institutions, NGOs, Municipalities, Farmers Associations etc.), and broader community dynamics that are central to understanding the local gardening projects and the dynamics of food security and household income. The implications of this research includes and understanding of how the challenges faced by the community and backyards gardens could be addressed.
- Full Text:
- Date Issued: 2016
- Authors: Mahandana, Funzani Nicholas
- Date: 2016
- Subjects: Urban agriculture -- South Africa -- Grahamstown , Income -- South Africa -- Grahamstown , Food security -- South Africa -- Grahamstown
- Language: English
- Type: Thesis , Masters , MA
- Identifier: http://hdl.handle.net/10948/8467 , vital:26367
- Description: This study draws on the relationship between household food security and household income through small scale community gardens and backyard vegetable gardens in Grahamstown Townships within Makana Municipality of the Eastern Cape Province, South Africa. The study explores the contribution of vegetable gardens in household food security and income and finding ways in which this contribution may be enhanced. This study offers insights into the relationships among individuals, households, stakeholders (Government institutions, NGOs, Municipalities, Farmers Associations etc.), and broader community dynamics that are central to understanding the local gardening projects and the dynamics of food security and household income. The implications of this research includes and understanding of how the challenges faced by the community and backyards gardens could be addressed.
- Full Text:
- Date Issued: 2016
User experience factors for mobile banking adoption: South African case study
- Authors: Louw, Jacques Gerrit
- Date: 2016
- Subjects: Consumer satisfaction -- South Africa , Banks and banking -- Technological innovations -- South Africa , Mobile commerce -- South Africa , Telecommunication -- South Africa -- Finance
- Language: English
- Type: Thesis , Masters , MTech
- Identifier: http://hdl.handle.net/10948/39207 , vital:35059
- Description: Smartphone devices are driving the transformation of online banking to satisfy the needs and desires of the consumer. This has led South African commercial banks to launch mobile banking applications on smartphones to enhance the growth of the economy and to provide more opportunities to improve the deprived sector of the economy, at acceptable rates. Moreover, opportunities exist for revenue growth, such as the delivery of greater real-time access to products and the offering of a wide variety of banking services. South African commercial banks could realise opportunities for economical and revenue growth should they focus on specific criteria that could enhance mobile banking adoption. Such criteria could not until recently, be realised by commercial banks in South Africa as the adoption rate of mobile banking remained low at 9%. Numerous South African studies have attempted to determine factors that could enhance mobile banking adoption in South Africa. There is, however, a lack of South African studies attempting to identify user experience factors that could enhance mobile banking adoption in South Africa. User experience refers to the subjective feeling of the user that results from their interaction or intention to interact with a product, to perform a specific task in a specific environment. One of the most important components for the success of any product is a positive user experience. When the user interface and functionality of a product match the expectations of the users and make the users effective and efficient, feel safe and attain some level of self-worth from using or possessing the product, their interaction with the product becomes more satisfactory. Consequently, the importance of designing for a positive user experience opens up the potential for identifying potential user experience factors that could enhance mobile banking adoption in South Africa. The user experience factors identified in this study infer their components from the user experience aspect of persuasive design and its elements, namely persuasion and trust, that led to the emergence of scarcity, reciprocation and security factors that could enhance mobile banking adoption in South Africa. A case study was employed to confirm the factors that could enhance mobile banking adoption in South Africa. The findings from the case study and the extensive literature review culminated in a set of user experience factors that in future could enhance the adoption of mobile banking in South Africa.
- Full Text:
- Date Issued: 2016
- Authors: Louw, Jacques Gerrit
- Date: 2016
- Subjects: Consumer satisfaction -- South Africa , Banks and banking -- Technological innovations -- South Africa , Mobile commerce -- South Africa , Telecommunication -- South Africa -- Finance
- Language: English
- Type: Thesis , Masters , MTech
- Identifier: http://hdl.handle.net/10948/39207 , vital:35059
- Description: Smartphone devices are driving the transformation of online banking to satisfy the needs and desires of the consumer. This has led South African commercial banks to launch mobile banking applications on smartphones to enhance the growth of the economy and to provide more opportunities to improve the deprived sector of the economy, at acceptable rates. Moreover, opportunities exist for revenue growth, such as the delivery of greater real-time access to products and the offering of a wide variety of banking services. South African commercial banks could realise opportunities for economical and revenue growth should they focus on specific criteria that could enhance mobile banking adoption. Such criteria could not until recently, be realised by commercial banks in South Africa as the adoption rate of mobile banking remained low at 9%. Numerous South African studies have attempted to determine factors that could enhance mobile banking adoption in South Africa. There is, however, a lack of South African studies attempting to identify user experience factors that could enhance mobile banking adoption in South Africa. User experience refers to the subjective feeling of the user that results from their interaction or intention to interact with a product, to perform a specific task in a specific environment. One of the most important components for the success of any product is a positive user experience. When the user interface and functionality of a product match the expectations of the users and make the users effective and efficient, feel safe and attain some level of self-worth from using or possessing the product, their interaction with the product becomes more satisfactory. Consequently, the importance of designing for a positive user experience opens up the potential for identifying potential user experience factors that could enhance mobile banking adoption in South Africa. The user experience factors identified in this study infer their components from the user experience aspect of persuasive design and its elements, namely persuasion and trust, that led to the emergence of scarcity, reciprocation and security factors that could enhance mobile banking adoption in South Africa. A case study was employed to confirm the factors that could enhance mobile banking adoption in South Africa. The findings from the case study and the extensive literature review culminated in a set of user experience factors that in future could enhance the adoption of mobile banking in South Africa.
- Full Text:
- Date Issued: 2016
User interface design guidelines for digital television virtual remote controls
- Authors: Wentzel, Alicia Veronica
- Date: 2016
- Subjects: Remote control , User interfaces (Computer systems) , Television broadcasting , Human-computer interaction
- Language: English
- Type: Thesis , Masters , MCom
- Identifier: vital:1158 , http://hdl.handle.net/10962/d1020617
- Description: The remote control is a pivotal component in households worldwide. It helps users enjoy leisurely television (TV) viewing. The remote control has various user interfaces that people interact with. For example, the physical user interface includes the shape of the remote and the physical buttons; the logical user interface refers to how the information is laid out; and the graphical user interface refers to the colours and aesthetic features of the remote control. All of the user interfaces together with the context of use, cultural factors, social factors, and prior experiences of the user influences the ways people interact with their remote control and ultimately has an effect on their user experiences. Advances in the broadcasting sector and transformations of the TV physical remote control have compounded the simple remote control into a multifaceted, indispensable device, overcrowded with buttons. The usability and ultimately the user experience of physical remote controls (PRCs) have been affected by the overloaded functionality and small button sizes. The usability issues with current PRCs, the evolution of mobile phones into touchscreen smartphones, and the trend of global companies moving towards virtual remote controls (VRCs) have prompted this research to discover what user interface design features will contribute towards an enhanced user experience for digital TV VRCs. This research used the design science research process model (DSRP), which comprised six steps, to investigate this topic area further. A review of the domain literature pertaining to mobile user experiences (MUX) and all the encompassing factors, mobile human computer interaction (MHCI) and the physical, logical, graphical and natural user interfaces was completed, as well as a review of the literature regarding the usability issues of PRCs and VRCs. A contextual task analysis (CTA) of a single South African digital TV PRC was used to identify how users utilise PRCs to perform tasks, and the usability issues they encountered during the tasks. Brainstorming focus groups were used to understand how to represent certain user interface elements and attempted to source ideas from users about what potential functionality digital TV VRCs should contain. Together with all the other results gathered from the previous chapters amalgamated into a set of user interface design guidelines for digital TV VRCs. The proposed user interface guidelines were used to instantiate a digital TV VRC prototype that underwent usability testing in order to validate the proposed user interface design guidelines. The results of the usability testing revealed that the user interface design guidelines for digital TV VRCs were successful, with the addition of one guideline that was discovered during the usability testing.
- Full Text:
- Date Issued: 2016
- Authors: Wentzel, Alicia Veronica
- Date: 2016
- Subjects: Remote control , User interfaces (Computer systems) , Television broadcasting , Human-computer interaction
- Language: English
- Type: Thesis , Masters , MCom
- Identifier: vital:1158 , http://hdl.handle.net/10962/d1020617
- Description: The remote control is a pivotal component in households worldwide. It helps users enjoy leisurely television (TV) viewing. The remote control has various user interfaces that people interact with. For example, the physical user interface includes the shape of the remote and the physical buttons; the logical user interface refers to how the information is laid out; and the graphical user interface refers to the colours and aesthetic features of the remote control. All of the user interfaces together with the context of use, cultural factors, social factors, and prior experiences of the user influences the ways people interact with their remote control and ultimately has an effect on their user experiences. Advances in the broadcasting sector and transformations of the TV physical remote control have compounded the simple remote control into a multifaceted, indispensable device, overcrowded with buttons. The usability and ultimately the user experience of physical remote controls (PRCs) have been affected by the overloaded functionality and small button sizes. The usability issues with current PRCs, the evolution of mobile phones into touchscreen smartphones, and the trend of global companies moving towards virtual remote controls (VRCs) have prompted this research to discover what user interface design features will contribute towards an enhanced user experience for digital TV VRCs. This research used the design science research process model (DSRP), which comprised six steps, to investigate this topic area further. A review of the domain literature pertaining to mobile user experiences (MUX) and all the encompassing factors, mobile human computer interaction (MHCI) and the physical, logical, graphical and natural user interfaces was completed, as well as a review of the literature regarding the usability issues of PRCs and VRCs. A contextual task analysis (CTA) of a single South African digital TV PRC was used to identify how users utilise PRCs to perform tasks, and the usability issues they encountered during the tasks. Brainstorming focus groups were used to understand how to represent certain user interface elements and attempted to source ideas from users about what potential functionality digital TV VRCs should contain. Together with all the other results gathered from the previous chapters amalgamated into a set of user interface design guidelines for digital TV VRCs. The proposed user interface guidelines were used to instantiate a digital TV VRC prototype that underwent usability testing in order to validate the proposed user interface design guidelines. The results of the usability testing revealed that the user interface design guidelines for digital TV VRCs were successful, with the addition of one guideline that was discovered during the usability testing.
- Full Text:
- Date Issued: 2016
Using bioinformatics tools to screen for trypanosomal cathepsin B cysteine protease inhibitors from the SANCDB as a novel therapeutic modality against Human African Trypanosomiasis (HAT)
- Authors: Mokhawa, Gaone
- Date: 2016
- Language: English
- Type: Thesis , Masters , MSc
- Identifier: http://hdl.handle.net/10962/3304 , vital:20470
- Description: Human African Trypanosomiasis (HAT), also known as sleeping sickness, is a fatal chronic disease that is caused by flagellated protozoans, Trypanosoma brucei gambiense and Trypanosoma brucei rhodesiense. HAT is spread by a bite from an infected tsetse fly of the Glosina genus. Up to 60 million people in 36 countries in sub-Saharan Africa are at a risk of infection from HAT with up to 30 000 deaths reported every year. Current chemotherapy for HAT is insufficient since the available drugs exhibit unacceptable side effects (toxicity) and parasite resistance. Novel treatments and approaches for development of specific and more potent drugs for HAT are therefore required. One approach is to target vital proteins that are essential to the life cycle of the parasite. The main interest of this study is to explore Trypanosoma brucei cathepsin B-like protease (TbCatB) structural and functional properties with the primary goal of discovering non peptide small molecule inhibitors of TbCatB using bioinformatics approaches. TbCatB is a papain family C1 cysteine protease which belongs to clan CA group and it has emerged as a potential HAT drug target. Papain family cysteine proteases of Clan CA group of Trypanosoma brucei (rhodesain and TbCatB) have demonstrated potential as chemotherapeutic targets using synthetic protease inhibitors like Z-Phe-Ala-CHN2 to kill the parasite in vitro and in vivo. TbCatB has been identified as the essential cysteine protease of T. brucei since mRNA silencing of TbCatB killed the parasite and resulted in a cure in mice infected with T. brucei while mRNA silencing of rhodesain only extended mice life. TbCatB is therefore a promising drug target against HAT and the discovery and development of compounds that can selectively inhibit TbCatB without posing any danger to the human host represent a great therapeutic solution for treatment of HAT. To understand protein-inhibitor interactions, useful information can be obtained from high resolution protease-inhibitor crystal structure complexes. This study aims to use bioinformatics approaches to carry out comparative sequence, structural and functional analysis of TbCatB protease and its homologs from T. congolense, T, cruzi, T. vivax and H. sapien as well as to identify non-peptide small molecule inhibitors of TbCatB cysteine proteases from natural compounds of South African origin. Sequences of TbCatB (PDB ID: 3HHI) homologs were retrieved by a BLAST search. Human cathepsin B (PDB ID: 3CBJ) was selected from a list of templates for homology modelling found by HHpred. MODELLER version 9.10 program was used to generate a hundred models for T. congolense, T, cruzi and T. vivax cathepsin B like proteases using 3HHI and 3CBJ as templates. The best models were chosen based on their low DOPE Z scores before validation using MetaMQAPII, ANOLEA, PROCHECK and QMEAN6. The DOPE Z scores and the RMSD (RMS) values of the calculated models indicate that the models are of acceptable energy (stability) and fold (conformation). Results from the different MQAPs indicate the models are of acceptable quality and they can be used for docking studies. High throughput screening of SANCDB using AutoDock Vina revealed nine compounds, SANC00 478, 479, 480, 481, 482, 488, 489, 490 and 491, having a strong affinity for Trypanosoma spp. cathepsin B proteases than HsCatB. SANC00488 has the strongest binding to Trypanosoma spp. cathepsin B proteases and the weakest binding to HsCatB protease. Molecular dynamics (MD) simulations show that the complexes between SANC00488 and TbCatB, TcCatB, TcrCatB and TvCatB are stable and do not come apart during simulation. The complex between this compound and HsCatB however is unstable and comes apart during simulation. Residues that are important for the stability of SANC00488-TbCatB complex are Gly328 of the S2 subsite, Phe208, and Ala256. In conclusion SANC00488 is a good candidate for development of a drug against HAT.
- Full Text:
- Date Issued: 2016
- Authors: Mokhawa, Gaone
- Date: 2016
- Language: English
- Type: Thesis , Masters , MSc
- Identifier: http://hdl.handle.net/10962/3304 , vital:20470
- Description: Human African Trypanosomiasis (HAT), also known as sleeping sickness, is a fatal chronic disease that is caused by flagellated protozoans, Trypanosoma brucei gambiense and Trypanosoma brucei rhodesiense. HAT is spread by a bite from an infected tsetse fly of the Glosina genus. Up to 60 million people in 36 countries in sub-Saharan Africa are at a risk of infection from HAT with up to 30 000 deaths reported every year. Current chemotherapy for HAT is insufficient since the available drugs exhibit unacceptable side effects (toxicity) and parasite resistance. Novel treatments and approaches for development of specific and more potent drugs for HAT are therefore required. One approach is to target vital proteins that are essential to the life cycle of the parasite. The main interest of this study is to explore Trypanosoma brucei cathepsin B-like protease (TbCatB) structural and functional properties with the primary goal of discovering non peptide small molecule inhibitors of TbCatB using bioinformatics approaches. TbCatB is a papain family C1 cysteine protease which belongs to clan CA group and it has emerged as a potential HAT drug target. Papain family cysteine proteases of Clan CA group of Trypanosoma brucei (rhodesain and TbCatB) have demonstrated potential as chemotherapeutic targets using synthetic protease inhibitors like Z-Phe-Ala-CHN2 to kill the parasite in vitro and in vivo. TbCatB has been identified as the essential cysteine protease of T. brucei since mRNA silencing of TbCatB killed the parasite and resulted in a cure in mice infected with T. brucei while mRNA silencing of rhodesain only extended mice life. TbCatB is therefore a promising drug target against HAT and the discovery and development of compounds that can selectively inhibit TbCatB without posing any danger to the human host represent a great therapeutic solution for treatment of HAT. To understand protein-inhibitor interactions, useful information can be obtained from high resolution protease-inhibitor crystal structure complexes. This study aims to use bioinformatics approaches to carry out comparative sequence, structural and functional analysis of TbCatB protease and its homologs from T. congolense, T, cruzi, T. vivax and H. sapien as well as to identify non-peptide small molecule inhibitors of TbCatB cysteine proteases from natural compounds of South African origin. Sequences of TbCatB (PDB ID: 3HHI) homologs were retrieved by a BLAST search. Human cathepsin B (PDB ID: 3CBJ) was selected from a list of templates for homology modelling found by HHpred. MODELLER version 9.10 program was used to generate a hundred models for T. congolense, T, cruzi and T. vivax cathepsin B like proteases using 3HHI and 3CBJ as templates. The best models were chosen based on their low DOPE Z scores before validation using MetaMQAPII, ANOLEA, PROCHECK and QMEAN6. The DOPE Z scores and the RMSD (RMS) values of the calculated models indicate that the models are of acceptable energy (stability) and fold (conformation). Results from the different MQAPs indicate the models are of acceptable quality and they can be used for docking studies. High throughput screening of SANCDB using AutoDock Vina revealed nine compounds, SANC00 478, 479, 480, 481, 482, 488, 489, 490 and 491, having a strong affinity for Trypanosoma spp. cathepsin B proteases than HsCatB. SANC00488 has the strongest binding to Trypanosoma spp. cathepsin B proteases and the weakest binding to HsCatB protease. Molecular dynamics (MD) simulations show that the complexes between SANC00488 and TbCatB, TcCatB, TcrCatB and TvCatB are stable and do not come apart during simulation. The complex between this compound and HsCatB however is unstable and comes apart during simulation. Residues that are important for the stability of SANC00488-TbCatB complex are Gly328 of the S2 subsite, Phe208, and Ala256. In conclusion SANC00488 is a good candidate for development of a drug against HAT.
- Full Text:
- Date Issued: 2016
Using data analysis and Information visualization techniques to support the effective analysis of large financial data sets
- Authors: Nyumbeka, Dumisani Joshua
- Date: 2016
- Subjects: Information visualization Finance -- Mathematical models , Database management
- Language: English
- Type: Thesis , Masters , MCom
- Identifier: http://hdl.handle.net/10948/12983 , vital:27141
- Description: There have been a number of technological advances in the last ten years, which has resulted in the amount of data generated in organisations increasing by more than 200% during this period. This rapid increase in data means that if financial institutions are to derive significant value from this data, they need to identify new ways to analyse this data effectively. Due to the considerable size of the data, financial institutions also need to consider how to effectively visualise the data. Traditional tools such as relational database management systems have problems processing large amounts of data due to memory constraints, latency issues and the presence of both structured and unstructured data The aim of this research was to use data analysis and information visualisation techniques (IV) to support the effective analysis of large financial data sets. In order to visually analyse the data effectively, the underlying data model must produce results that are reliable. A large financial data set was identified, and used to demonstrate that IV techniques can be used to support the effective analysis of large financial data sets. A review of the literature on large financial data sets, visual analytics, existing data management and data visualisation tools identified the shortcomings of existing tools. This resulted in the determination of the requirements for the data management tool, and the IV tool. The data management tool identified was a data warehouse and the IV toolkit identified was Tableau. The IV techniques identified included the Overview, Dashboards and Colour Blending. The IV tool was implemented and published online and can be accessed through a web browser interface. The data warehouse and the IV tool were evaluated to determine their accuracy and effectiveness in supporting the effective analysis of the large financial data set. The experiment used to evaluate the data warehouse yielded positive results, showing that only about 4% of the records had incorrect data. The results of the user study were positive and no major usability issues were identified. The participants found the IV techniques effective for analysing the large financial data set.
- Full Text:
- Date Issued: 2016
- Authors: Nyumbeka, Dumisani Joshua
- Date: 2016
- Subjects: Information visualization Finance -- Mathematical models , Database management
- Language: English
- Type: Thesis , Masters , MCom
- Identifier: http://hdl.handle.net/10948/12983 , vital:27141
- Description: There have been a number of technological advances in the last ten years, which has resulted in the amount of data generated in organisations increasing by more than 200% during this period. This rapid increase in data means that if financial institutions are to derive significant value from this data, they need to identify new ways to analyse this data effectively. Due to the considerable size of the data, financial institutions also need to consider how to effectively visualise the data. Traditional tools such as relational database management systems have problems processing large amounts of data due to memory constraints, latency issues and the presence of both structured and unstructured data The aim of this research was to use data analysis and information visualisation techniques (IV) to support the effective analysis of large financial data sets. In order to visually analyse the data effectively, the underlying data model must produce results that are reliable. A large financial data set was identified, and used to demonstrate that IV techniques can be used to support the effective analysis of large financial data sets. A review of the literature on large financial data sets, visual analytics, existing data management and data visualisation tools identified the shortcomings of existing tools. This resulted in the determination of the requirements for the data management tool, and the IV tool. The data management tool identified was a data warehouse and the IV toolkit identified was Tableau. The IV techniques identified included the Overview, Dashboards and Colour Blending. The IV tool was implemented and published online and can be accessed through a web browser interface. The data warehouse and the IV tool were evaluated to determine their accuracy and effectiveness in supporting the effective analysis of the large financial data set. The experiment used to evaluate the data warehouse yielded positive results, showing that only about 4% of the records had incorrect data. The results of the user study were positive and no major usability issues were identified. The participants found the IV techniques effective for analysing the large financial data set.
- Full Text:
- Date Issued: 2016
Using data mining techniques for the prediction of student dropouts from university science programs
- Authors: Vambe, William Tichaona
- Date: 2016
- Subjects: Data mining Dropout behavior, Prediction of
- Language: English
- Type: Thesis , Masters , MSc
- Identifier: http://hdl.handle.net/10353/12314 , vital:39252
- Description: Data Mining has taken a center stage in education for addressing student dropout challenges as it has become one of the major threat affecting Higher Educational Institutes (HEIs). Being able to predict students who are likely to dropout helps the university to assist those facing challenges early. This will results in producing more graduates with the intellectual capital who will provide skills in the industries, hence addressing the major challenge of skill shortage being faced in South Africa. Studies and researches as purported in literature have been done to address this major threat of dropout challenge by using the theoretical approach which banked on Tinto’s model, followed by the traditional and statistical approach. However, the two lacked accuracy and the automation aspect which makes them difficult and time-consuming to use as they require to be tested periodically for them to be validated. Recently data mining has become a vital tool for predicting non-linear phenomenon including where there is missing data and bringing about accuracy and automation aspect. Data mining usefulness and reliability assessment in education made it possible to be used for prediction by different researchers. As such this research used data mining approach that integrates classification and prediction techniques to analyze student academic data at the University of Fort Hare to create a model for student dropout using preentry data and university academic performance of each student. Following Knowledge Discovery from Database (KDD) framework, data for the students enrolled in the Bachelor of Science programs between 2003 and 2014 was selected. It went through preprocessing and transformation as to deal with the missing data and noise data. Classification algorithms were then used for student characterization. Decision trees (J48) which are found in Weka software were used to build the model for data mining and prediction. The reason for choosing decision trees was it’s ability to deal with textual, nominal and numeric data as was the case with our input data and because they have good precision.The model was then trained using a train data set, validated and evaluated with another data set. Experimental results demonstrations that data mining is useful in predicting students who have chances to drop out. A critical analysis of correctly classifying instances, the confusion matrix and ROC area shows that the model can correctly classify and predict those who are likely to dropout. The model accuracy was 66percent which is a good percentage as supported in literature which means the results produced can be reliably used for assessment and make strategic decisions. Furthermore, the model took a matter of seconds to compute the results when supplied with 400 instances which prove that it is effective and efficient. Grounding our conclusion from these experimental results, this research proved that Data Mining is useful for bringing about automation, accuracy in prediction of student dropouts and the results can be reliably depended on for decision making by faculty managers who are the decision makers.
- Full Text:
- Date Issued: 2016
Using data mining techniques for the prediction of student dropouts from university science programs
- Authors: Vambe, William Tichaona
- Date: 2016
- Subjects: Data mining Dropout behavior, Prediction of
- Language: English
- Type: Thesis , Masters , MSc
- Identifier: http://hdl.handle.net/10353/12314 , vital:39252
- Description: Data Mining has taken a center stage in education for addressing student dropout challenges as it has become one of the major threat affecting Higher Educational Institutes (HEIs). Being able to predict students who are likely to dropout helps the university to assist those facing challenges early. This will results in producing more graduates with the intellectual capital who will provide skills in the industries, hence addressing the major challenge of skill shortage being faced in South Africa. Studies and researches as purported in literature have been done to address this major threat of dropout challenge by using the theoretical approach which banked on Tinto’s model, followed by the traditional and statistical approach. However, the two lacked accuracy and the automation aspect which makes them difficult and time-consuming to use as they require to be tested periodically for them to be validated. Recently data mining has become a vital tool for predicting non-linear phenomenon including where there is missing data and bringing about accuracy and automation aspect. Data mining usefulness and reliability assessment in education made it possible to be used for prediction by different researchers. As such this research used data mining approach that integrates classification and prediction techniques to analyze student academic data at the University of Fort Hare to create a model for student dropout using preentry data and university academic performance of each student. Following Knowledge Discovery from Database (KDD) framework, data for the students enrolled in the Bachelor of Science programs between 2003 and 2014 was selected. It went through preprocessing and transformation as to deal with the missing data and noise data. Classification algorithms were then used for student characterization. Decision trees (J48) which are found in Weka software were used to build the model for data mining and prediction. The reason for choosing decision trees was it’s ability to deal with textual, nominal and numeric data as was the case with our input data and because they have good precision.The model was then trained using a train data set, validated and evaluated with another data set. Experimental results demonstrations that data mining is useful in predicting students who have chances to drop out. A critical analysis of correctly classifying instances, the confusion matrix and ROC area shows that the model can correctly classify and predict those who are likely to dropout. The model accuracy was 66percent which is a good percentage as supported in literature which means the results produced can be reliably used for assessment and make strategic decisions. Furthermore, the model took a matter of seconds to compute the results when supplied with 400 instances which prove that it is effective and efficient. Grounding our conclusion from these experimental results, this research proved that Data Mining is useful for bringing about automation, accuracy in prediction of student dropouts and the results can be reliably depended on for decision making by faculty managers who are the decision makers.
- Full Text:
- Date Issued: 2016
Utilisation of university health care services by employees of the University of Fort Hare
- Authors: Fritsche, Ntombikayise
- Date: 2016
- Subjects: Employee health promotion Health services administration Universities and colleges
- Language: English
- Type: Thesis , Masters , MCur
- Identifier: http://hdl.handle.net/10353/5950 , vital:29449
- Description: Background: University of Fort Hare (UFH) provides health care services to its students and staff; however, whether the health care services are being utilised by the staff is only speculative. Hence, the aim of the study was to determine the level of employees’ awareness regarding availability of University Health Care Services (UHS) and factors responsible for their utilization. wildlife and thereby may constitute a serious risk to public health. Therefore, it is recommended that proper regulation of the use of the compounds and their safe disposal be ensured to protect aquatic resources and the well-being of humans. Methodology: This quantitative descriptive study involved conveniently selected 255 UFH employees who were either permanently employed or on contract employment for two years and above. A structured self-administered questionnaire was used for data collection. The questionnaire solicited information on demographics variables, awareness of employees regarding the existence of university health services, and factors affecting utilization of university health services (UHS) by employees. Data was analysed using descriptive statistics (frequency and percentages) and inferential statistics (logistic regression analysis). Results: -Two hundred and thirty three (91 percent) of sampled UFH employees in both campuses are aware of the UHS. The longer the duration of employment and the older the employee (above 50 years old) the more likely the employees are aware of UHS. However, the elderly employees displayed poor utilization of health care services. Accessibility of UHS (96 percent), satisfaction with UHS (95 percent), listening to others (word of mouth) (61.2 percent) and having a health concern (51 percent) encourage UHS utilization whereas being unaware (8.6 percent) of the UHS remains the barrier for utilisation. Having medical aid (81 percent) prevent those who are aware of UHS from utilising the university health care services. Operating hours (30 percent), staff attitudes (50 percent) and long waiting time (70 percent) with lack of essential medicines (38 percent) prohibit employees from revisiting. Conclusion: The University of Fort Hare’s health care services are well known by almost every employee through “word of the mouth” though they are not completely aware as to which health service programmes are being offered. The utilization of University of Fort Hare’s health care services is positively and adversely influenced by different factors.
- Full Text:
- Date Issued: 2016
- Authors: Fritsche, Ntombikayise
- Date: 2016
- Subjects: Employee health promotion Health services administration Universities and colleges
- Language: English
- Type: Thesis , Masters , MCur
- Identifier: http://hdl.handle.net/10353/5950 , vital:29449
- Description: Background: University of Fort Hare (UFH) provides health care services to its students and staff; however, whether the health care services are being utilised by the staff is only speculative. Hence, the aim of the study was to determine the level of employees’ awareness regarding availability of University Health Care Services (UHS) and factors responsible for their utilization. wildlife and thereby may constitute a serious risk to public health. Therefore, it is recommended that proper regulation of the use of the compounds and their safe disposal be ensured to protect aquatic resources and the well-being of humans. Methodology: This quantitative descriptive study involved conveniently selected 255 UFH employees who were either permanently employed or on contract employment for two years and above. A structured self-administered questionnaire was used for data collection. The questionnaire solicited information on demographics variables, awareness of employees regarding the existence of university health services, and factors affecting utilization of university health services (UHS) by employees. Data was analysed using descriptive statistics (frequency and percentages) and inferential statistics (logistic regression analysis). Results: -Two hundred and thirty three (91 percent) of sampled UFH employees in both campuses are aware of the UHS. The longer the duration of employment and the older the employee (above 50 years old) the more likely the employees are aware of UHS. However, the elderly employees displayed poor utilization of health care services. Accessibility of UHS (96 percent), satisfaction with UHS (95 percent), listening to others (word of mouth) (61.2 percent) and having a health concern (51 percent) encourage UHS utilization whereas being unaware (8.6 percent) of the UHS remains the barrier for utilisation. Having medical aid (81 percent) prevent those who are aware of UHS from utilising the university health care services. Operating hours (30 percent), staff attitudes (50 percent) and long waiting time (70 percent) with lack of essential medicines (38 percent) prohibit employees from revisiting. Conclusion: The University of Fort Hare’s health care services are well known by almost every employee through “word of the mouth” though they are not completely aware as to which health service programmes are being offered. The utilization of University of Fort Hare’s health care services is positively and adversely influenced by different factors.
- Full Text:
- Date Issued: 2016
Validation of the periodicity of growth zone formation in the otoliths of four fish species from the Upper Zambezi ecoregion, southern Africa
- Taylor, Geraldine C, Peel, Richard A, Weyl, Olaf L F, Hay, Clinton J
- Authors: Taylor, Geraldine C , Peel, Richard A , Weyl, Olaf L F , Hay, Clinton J
- Date: 2016
- Subjects: To be catalogued
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/443414 , vital:74116 , https://hdl.handle.net/10520/EJC196537
- Description: In the Upper Zambezi and Okavango ecoregions, Brycinus lateralis, Hepsetus cuvieri, Schilbe intermedius and Serranochromis macrocephalus are important in subsistence fisheries, while S. intermedius and S. macrocephalus are often caught in commercial catches. Despite their importance, there is little information on their age and growth and age validation. Growth zone deposition rate in otoliths of B. lateralis, H. cuvieri, S. intermedius and S. macrocephalus was validated as annual using edge analysis in this study. Annual deposition of growth zones was corroborated by a fluorochrome marking experiment. Both methods demonstrated that one growth zone was deposited annually. Edge analysis demonstrated that the highest proportion of opaque zones was detected between August and December, most likely as a result of slow growth during lower temperature water during the preceding winter. With growth zone deposition validated as annual, future research should focus on determining the growth, maturity and mortality rates of these species, parameters which are important for their management.
- Full Text:
- Date Issued: 2016
- Authors: Taylor, Geraldine C , Peel, Richard A , Weyl, Olaf L F , Hay, Clinton J
- Date: 2016
- Subjects: To be catalogued
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/443414 , vital:74116 , https://hdl.handle.net/10520/EJC196537
- Description: In the Upper Zambezi and Okavango ecoregions, Brycinus lateralis, Hepsetus cuvieri, Schilbe intermedius and Serranochromis macrocephalus are important in subsistence fisheries, while S. intermedius and S. macrocephalus are often caught in commercial catches. Despite their importance, there is little information on their age and growth and age validation. Growth zone deposition rate in otoliths of B. lateralis, H. cuvieri, S. intermedius and S. macrocephalus was validated as annual using edge analysis in this study. Annual deposition of growth zones was corroborated by a fluorochrome marking experiment. Both methods demonstrated that one growth zone was deposited annually. Edge analysis demonstrated that the highest proportion of opaque zones was detected between August and December, most likely as a result of slow growth during lower temperature water during the preceding winter. With growth zone deposition validated as annual, future research should focus on determining the growth, maturity and mortality rates of these species, parameters which are important for their management.
- Full Text:
- Date Issued: 2016
Variables affecting family employee remuneration in South African family businesses
- Authors: Pitsiladi, Lesvokli N
- Date: 2016
- Subjects: Family-owned business enterprises -- South Africa , Human capital -- South Africa
- Language: English
- Type: Thesis , Masters , MBA
- Identifier: http://hdl.handle.net/10948/3449 , vital:20431
- Description: The purpose of this multi-case study research was to determine variables that affect The Perceived Success of Fair Family Employee Compensation in South African family businesses. Five propositions: Human Capital, Outside Advice, Succession Planning, Fairness and Family Harmony were tested and as a result, Human Capital, Fairness and Family Harmony were deduced to have a positive influence, while Outside Advice and Succession Planning had a non-significant influence. The present research effort begun with an in-depth literature review on family business and the variables: Human Capital, Outside Advice, Succession Planning, Fairness, Family Harmony and Fair Family Employee Compensation, followed by a qualitative explanatory multi-case study research design using embedded units of analysis and provided a valuable insight into compensation issues regarding family businesses in South Africa. Replication logic was used to generalise the results and it was recommended that the preliminary theory regarding Outside Advice and Succession Planning be revised and tested with another set of cases, while the results indicated that Human Capital, Fairness and Family Harmony could be generalised to the broader theory.
- Full Text:
- Date Issued: 2016
- Authors: Pitsiladi, Lesvokli N
- Date: 2016
- Subjects: Family-owned business enterprises -- South Africa , Human capital -- South Africa
- Language: English
- Type: Thesis , Masters , MBA
- Identifier: http://hdl.handle.net/10948/3449 , vital:20431
- Description: The purpose of this multi-case study research was to determine variables that affect The Perceived Success of Fair Family Employee Compensation in South African family businesses. Five propositions: Human Capital, Outside Advice, Succession Planning, Fairness and Family Harmony were tested and as a result, Human Capital, Fairness and Family Harmony were deduced to have a positive influence, while Outside Advice and Succession Planning had a non-significant influence. The present research effort begun with an in-depth literature review on family business and the variables: Human Capital, Outside Advice, Succession Planning, Fairness, Family Harmony and Fair Family Employee Compensation, followed by a qualitative explanatory multi-case study research design using embedded units of analysis and provided a valuable insight into compensation issues regarding family businesses in South Africa. Replication logic was used to generalise the results and it was recommended that the preliminary theory regarding Outside Advice and Succession Planning be revised and tested with another set of cases, while the results indicated that Human Capital, Fairness and Family Harmony could be generalised to the broader theory.
- Full Text:
- Date Issued: 2016
Vertebrate Biostratigraphy of the Witteberg Group and the Devonian-Carboniferous boundary in South Africa
- Authors: Gess, Robert W
- Date: 2016
- Language: English
- Type: text , boook chapter
- Identifier: http://hdl.handle.net/10962/73987 , vital:30248 , https://doi.org/10.1007/978-3-319-40859-0_13
- Description: Witteberg Group rocks are Late Devonian to Early Carboniferous in age. Comparison with Laurasian sea-level curves has correlated the earliest Carboniferous Tournasian transgression, with the argillaceous Kweekvlei Formation, overlying the arenaceous Witpoort Formation. The Devonian/Carboniferous boundary is globally characterised by a Mass Extinction which extinguished the entire grade of placoderm fish and radically reduced sarcopterygian and acanthodian diversity, preluding an Early Carboniferous radiation of actinopterygians. Analysis of Cape Supergroup biostratigraphy reveals that a fauna preservationally dominated by placoderms, sharks, and gyracanthid acanthodians may be traced from the Upper Bokkeveld Group through the Wagondrift Formation (Witteberg Group) to the Witpoort Formation, wherein it displays an increased diversity of placoderms, as well as sarcopterygians. Overlying strata contain no placoderms or sarcopterygians, but present are some relict sharks and acanthodians, and an increasing abundance of actinopterygians. This congruence confirms sea-level curve based age estimates of the Witteberg Group and the position of the Devonian/Carboniferous boundary.
- Full Text: false
- Date Issued: 2016
- Authors: Gess, Robert W
- Date: 2016
- Language: English
- Type: text , boook chapter
- Identifier: http://hdl.handle.net/10962/73987 , vital:30248 , https://doi.org/10.1007/978-3-319-40859-0_13
- Description: Witteberg Group rocks are Late Devonian to Early Carboniferous in age. Comparison with Laurasian sea-level curves has correlated the earliest Carboniferous Tournasian transgression, with the argillaceous Kweekvlei Formation, overlying the arenaceous Witpoort Formation. The Devonian/Carboniferous boundary is globally characterised by a Mass Extinction which extinguished the entire grade of placoderm fish and radically reduced sarcopterygian and acanthodian diversity, preluding an Early Carboniferous radiation of actinopterygians. Analysis of Cape Supergroup biostratigraphy reveals that a fauna preservationally dominated by placoderms, sharks, and gyracanthid acanthodians may be traced from the Upper Bokkeveld Group through the Wagondrift Formation (Witteberg Group) to the Witpoort Formation, wherein it displays an increased diversity of placoderms, as well as sarcopterygians. Overlying strata contain no placoderms or sarcopterygians, but present are some relict sharks and acanthodians, and an increasing abundance of actinopterygians. This congruence confirms sea-level curve based age estimates of the Witteberg Group and the position of the Devonian/Carboniferous boundary.
- Full Text: false
- Date Issued: 2016
Views from the inside: An appraisal of the effectiveness of international NGOs as agents of development through a case study of Concern Universal’s Local Development Support Programme in Dedza District, Malawi
- Authors: Mussa, Khadija Sungeni
- Date: 2016
- Language: English
- Type: Thesis , Masters , MSocSc
- Identifier: http://hdl.handle.net/10962/1499 , vital:20063
- Description: Malawi, which became independent in 1964, attracted Non-Governmental Organisations (NGOs) from the early 1980s. Initially, NGO involvement was a response to the influx of refugees from neighbouring war-torn Mozambique. Since then, NGOs have been active in the development sector. Malawi, a small country, has widespread poverty, and has recently been in international headlines as a victim of floods, drought and food shortages. Economically unstable, with environmental problems, Malawi is in need of development assistance. NGOs have been centrally positioned in such efforts, but the academic literature on their role has been limited. NGO interventions in development efforts, generally, have been subject to controversy. While some argue that NGOs provide an essential means of development, especially where state capacity is limited, others argue that, with most NGOs headquartered or funded from abroad, their strategies and practices are often more accountable to external pressures than local needs. This thesis intervenes in these debates with a case study: with the aim of examining the sustainability, appropriateness, accountability and effectiveness of NGO projects, it looks at a project by the international NGO (INGO), Concern Universal (CU), which works in the central region in Dedza, Malawi. It examines the project, using fieldwork in three villages, looking at issues such as its use of participatory methods, relations with local government and village structures, capacity building methods, and donor relations. The thesis argues that (I)NGOs like CU exist in a conflicted situation: they have to remain in the good books of their donors, while, at the same time, maintaining accountability to their beneficiaries; they depend on their ability to manoeuvre through the conflict in order to ensure their continuity, and so, their impact is shaped by competing imperatives. CU has made a real impact on poverty alleviation efforts, but its methods and approaches are shaped by said competing imperatives.
- Full Text:
- Date Issued: 2016
- Authors: Mussa, Khadija Sungeni
- Date: 2016
- Language: English
- Type: Thesis , Masters , MSocSc
- Identifier: http://hdl.handle.net/10962/1499 , vital:20063
- Description: Malawi, which became independent in 1964, attracted Non-Governmental Organisations (NGOs) from the early 1980s. Initially, NGO involvement was a response to the influx of refugees from neighbouring war-torn Mozambique. Since then, NGOs have been active in the development sector. Malawi, a small country, has widespread poverty, and has recently been in international headlines as a victim of floods, drought and food shortages. Economically unstable, with environmental problems, Malawi is in need of development assistance. NGOs have been centrally positioned in such efforts, but the academic literature on their role has been limited. NGO interventions in development efforts, generally, have been subject to controversy. While some argue that NGOs provide an essential means of development, especially where state capacity is limited, others argue that, with most NGOs headquartered or funded from abroad, their strategies and practices are often more accountable to external pressures than local needs. This thesis intervenes in these debates with a case study: with the aim of examining the sustainability, appropriateness, accountability and effectiveness of NGO projects, it looks at a project by the international NGO (INGO), Concern Universal (CU), which works in the central region in Dedza, Malawi. It examines the project, using fieldwork in three villages, looking at issues such as its use of participatory methods, relations with local government and village structures, capacity building methods, and donor relations. The thesis argues that (I)NGOs like CU exist in a conflicted situation: they have to remain in the good books of their donors, while, at the same time, maintaining accountability to their beneficiaries; they depend on their ability to manoeuvre through the conflict in order to ensure their continuity, and so, their impact is shaped by competing imperatives. CU has made a real impact on poverty alleviation efforts, but its methods and approaches are shaped by said competing imperatives.
- Full Text:
- Date Issued: 2016
Views of grade nine learners regarding the marketing of nursing as a career to attract school-leavers to the profession in the Nelson Mandela Bay Municipality
- Stevens, Annette Kay, Williams, Maggie
- Authors: Stevens, Annette Kay , Williams, Maggie
- Date: 2016
- Subjects: Nursing -- Vocational guidance -- South Africa -- Nelson Mandela Bay Municipality Nursing -- Practice -- South Africa -- Nelson Mandela Bay Municipality Career development -- Nursing -- South Africa -- Nelson Mandela Bay Municipality
- Language: English
- Type: Thesis , Masters , MCur
- Identifier: http://hdl.handle.net/10948/12834 , vital:27125
- Description: Globally, the nursing profession is faced with a decline in school-leavers’ interest in nursing as a career. The decline in school leavers entering the nursing profession poses a threat to the future of nursing because, globally, the average age of nurses in many countries exceeds 40 years (International Council of Nurses, 2008). The role of marketing in attracting school leavers to careers of choice is well documented; however, there is a lack of documented marketing attempts by Nursing Education Institutions to market nursing as a career at secondary schools in the Nelson Mandela Bay Municipality. The purpose of the study was to determine the views that grade nine learners have regarding the marketing of nursing as a career to attract school-leavers to the profession. The researcher also explored and described how grade nine learners are being informed or wish to be informed of nursing as a career. Based on the findings of the study, broad guidelines were developed for nurse educators at Nursing Education Institutions so as to facilitate the marketing of nursing as a career for school leavers. To achieve the purpose of this study, a quantitative, explorative, descriptive and contextual study design was used. The study was conducted at selected senior secondary schools in the Nelson Mandela Bay Municipality. The research population in this study comprised of all grade nine learners at secondary schools in the Nelson Mandela Bay Municipality. A simple random sampling method was used to select participants. A structured self-administered questionnaire was used as the data collection tool. The data collected were analysed with the help of the statistician, using descriptive and inferential statistics. The study findings revealed that grade nine learners in the Nelson Mandela Bay Municipality had a positive response to choosing nursing as a career and that schools situated in the lower socio-economic areas had the highest percentage of grade nine learners indicating an interest in nursing as a career. The study concludes with recommendations for nursing practice, education and research. Ethical principles have been maintained throughout the study.
- Full Text:
- Date Issued: 2016
- Authors: Stevens, Annette Kay , Williams, Maggie
- Date: 2016
- Subjects: Nursing -- Vocational guidance -- South Africa -- Nelson Mandela Bay Municipality Nursing -- Practice -- South Africa -- Nelson Mandela Bay Municipality Career development -- Nursing -- South Africa -- Nelson Mandela Bay Municipality
- Language: English
- Type: Thesis , Masters , MCur
- Identifier: http://hdl.handle.net/10948/12834 , vital:27125
- Description: Globally, the nursing profession is faced with a decline in school-leavers’ interest in nursing as a career. The decline in school leavers entering the nursing profession poses a threat to the future of nursing because, globally, the average age of nurses in many countries exceeds 40 years (International Council of Nurses, 2008). The role of marketing in attracting school leavers to careers of choice is well documented; however, there is a lack of documented marketing attempts by Nursing Education Institutions to market nursing as a career at secondary schools in the Nelson Mandela Bay Municipality. The purpose of the study was to determine the views that grade nine learners have regarding the marketing of nursing as a career to attract school-leavers to the profession. The researcher also explored and described how grade nine learners are being informed or wish to be informed of nursing as a career. Based on the findings of the study, broad guidelines were developed for nurse educators at Nursing Education Institutions so as to facilitate the marketing of nursing as a career for school leavers. To achieve the purpose of this study, a quantitative, explorative, descriptive and contextual study design was used. The study was conducted at selected senior secondary schools in the Nelson Mandela Bay Municipality. The research population in this study comprised of all grade nine learners at secondary schools in the Nelson Mandela Bay Municipality. A simple random sampling method was used to select participants. A structured self-administered questionnaire was used as the data collection tool. The data collected were analysed with the help of the statistician, using descriptive and inferential statistics. The study findings revealed that grade nine learners in the Nelson Mandela Bay Municipality had a positive response to choosing nursing as a career and that schools situated in the lower socio-economic areas had the highest percentage of grade nine learners indicating an interest in nursing as a career. The study concludes with recommendations for nursing practice, education and research. Ethical principles have been maintained throughout the study.
- Full Text:
- Date Issued: 2016
Visit the exotic birthplaces of transdisciplinarity
- Burt, Jane C, Cockburn, Jessica J, Fox, Helen E, Copteros, Athina
- Authors: Burt, Jane C , Cockburn, Jessica J , Fox, Helen E , Copteros, Athina
- Date: 2016
- Language: English
- Type: text , book
- Identifier: http://hdl.handle.net/10962/68442 , vital:29256 , https://doi.org/10.13140/RG.2.1.1511.7048
- Description: Publisher version , Preface: Why a new approach to science? The world we live in is very different to the world of one hundred years ago. The world has never been so populated by humans and never before have the spe-cies ‘human’ influenced and manipulated the natural world in the way in which we do now. Academics are calling it the age of the Anthropocene. In the age of the Anthropocene we face different challenges to what hu- mans faced centuries ago. As we find ourselves in this new age we have had to not only question ‘what we know’ but also ‘how we know’ and whether the ‘how we know’ is the right kind of ‘how’ for the problems that we face today. This has led to a questioning of the way in which we generate knowledge and the way in which this knowledge is used. This critique is not aimed at all knowledge generation it is mostly a frustration that has arisen out of the physical and biological sciences with the realisation that doing good science is just not enough to bring about meaningful change in the world. Trans-disciplinary scientists and practitioners have begun this journey in search of a new kind of science - A science in service of society! This tourist trip will re- trace the few first steps of these emerging ideas so that we can understand where these new ideas have come from and how they may influence our own research. , This document was developed for a postgraduate course on Transdisciplinary research held at Rhodes University. It explores three key theoretical approaches to transdisciplinarity in relation to the question 'Why TD?'.
- Full Text:
- Date Issued: 2016
- Authors: Burt, Jane C , Cockburn, Jessica J , Fox, Helen E , Copteros, Athina
- Date: 2016
- Language: English
- Type: text , book
- Identifier: http://hdl.handle.net/10962/68442 , vital:29256 , https://doi.org/10.13140/RG.2.1.1511.7048
- Description: Publisher version , Preface: Why a new approach to science? The world we live in is very different to the world of one hundred years ago. The world has never been so populated by humans and never before have the spe-cies ‘human’ influenced and manipulated the natural world in the way in which we do now. Academics are calling it the age of the Anthropocene. In the age of the Anthropocene we face different challenges to what hu- mans faced centuries ago. As we find ourselves in this new age we have had to not only question ‘what we know’ but also ‘how we know’ and whether the ‘how we know’ is the right kind of ‘how’ for the problems that we face today. This has led to a questioning of the way in which we generate knowledge and the way in which this knowledge is used. This critique is not aimed at all knowledge generation it is mostly a frustration that has arisen out of the physical and biological sciences with the realisation that doing good science is just not enough to bring about meaningful change in the world. Trans-disciplinary scientists and practitioners have begun this journey in search of a new kind of science - A science in service of society! This tourist trip will re- trace the few first steps of these emerging ideas so that we can understand where these new ideas have come from and how they may influence our own research. , This document was developed for a postgraduate course on Transdisciplinary research held at Rhodes University. It explores three key theoretical approaches to transdisciplinarity in relation to the question 'Why TD?'.
- Full Text:
- Date Issued: 2016
Vocational curriculum report 191(NATED) as a curriculum: a case study of three Eastern Cape TVET Colleges
- Authors: Sixabayi, Siyabonga Prince
- Date: 2016
- Subjects: Vocational education -- Curricula -- South Africa -- Eastern Cape Curriculum planning -- South Africa -- Eastern Cape
- Language: English
- Type: Thesis , Masters , Degree
- Identifier: http://hdl.handle.net/10353/5126 , vital:29089
- Description: This study aimed to investigate if there are any possible gaps in the offering Vocational Curriculum Report 191, in terms of knowledge, skills and link to the world of work. This study was a case study of three Technical and Vocational Education and Training Colleges that offer Vocational Curriculum Report 191, and it was geographically limited to the province of the Eastern Cape. The five main findings from this study were that firstly, the curriculum offers theory without practice. Secondly, there is a mismatch between what is offered as curriculum at Technical and Vocational Education and Training Colleges and what the labour market wants. Thirdly, lecturers do not have the practical exposure that relates to their fields of study. Fourthly, Vocational Curriculum Report 191 does not promote self-employment of its students and lastly, the curriculum is outdated and does not comply with the criteria of current employment opportunities. The study recommends that the curriculum be reviewed and revised. Technical and Vocational Education and Training colleges need to have in site practice facilities to cater for the practical application of theoretical knowledge of students. Partnerships between Technical and Vocational Education and Training Colleges, the labour market and Sector Education and Training Authorities are strongly recommended in this study.
- Full Text:
- Date Issued: 2016
- Authors: Sixabayi, Siyabonga Prince
- Date: 2016
- Subjects: Vocational education -- Curricula -- South Africa -- Eastern Cape Curriculum planning -- South Africa -- Eastern Cape
- Language: English
- Type: Thesis , Masters , Degree
- Identifier: http://hdl.handle.net/10353/5126 , vital:29089
- Description: This study aimed to investigate if there are any possible gaps in the offering Vocational Curriculum Report 191, in terms of knowledge, skills and link to the world of work. This study was a case study of three Technical and Vocational Education and Training Colleges that offer Vocational Curriculum Report 191, and it was geographically limited to the province of the Eastern Cape. The five main findings from this study were that firstly, the curriculum offers theory without practice. Secondly, there is a mismatch between what is offered as curriculum at Technical and Vocational Education and Training Colleges and what the labour market wants. Thirdly, lecturers do not have the practical exposure that relates to their fields of study. Fourthly, Vocational Curriculum Report 191 does not promote self-employment of its students and lastly, the curriculum is outdated and does not comply with the criteria of current employment opportunities. The study recommends that the curriculum be reviewed and revised. Technical and Vocational Education and Training colleges need to have in site practice facilities to cater for the practical application of theoretical knowledge of students. Partnerships between Technical and Vocational Education and Training Colleges, the labour market and Sector Education and Training Authorities are strongly recommended in this study.
- Full Text:
- Date Issued: 2016
Walking into Africa in a Chinese way: Hua Jiming’s mindful entry as counterbalance
- Authors: Simbao, Ruth K
- Date: 2016
- Language: English
- Type: text , book
- Identifier: http://hdl.handle.net/10962/146167 , vital:38501 , ISBN 9791024005799 , https://books.google.co.za/books?id=VGSwDwAAQBAJanddq=Afrique-Asie:+Arts,+espaces,+pratiquesandsource=gbs_navlinks_s
- Description: Book abstract. The links between Africa and Asia are at the very heart of globalization. Understanding its richness and complexity requires a study carried out from various points of view. Particular attention to culture is essential. Centered on the work of visual artists and performers, on town planning, literature and spirituality, the essays gathered here call on many disciplines: art history and history, anthropology, sociology, geography, architecture, comparative literature, visual and culture studies. They constitute a network of crossed views on a subject which no serious reflection on globalization can do today.
- Full Text:
- Date Issued: 2016
- Authors: Simbao, Ruth K
- Date: 2016
- Language: English
- Type: text , book
- Identifier: http://hdl.handle.net/10962/146167 , vital:38501 , ISBN 9791024005799 , https://books.google.co.za/books?id=VGSwDwAAQBAJanddq=Afrique-Asie:+Arts,+espaces,+pratiquesandsource=gbs_navlinks_s
- Description: Book abstract. The links between Africa and Asia are at the very heart of globalization. Understanding its richness and complexity requires a study carried out from various points of view. Particular attention to culture is essential. Centered on the work of visual artists and performers, on town planning, literature and spirituality, the essays gathered here call on many disciplines: art history and history, anthropology, sociology, geography, architecture, comparative literature, visual and culture studies. They constitute a network of crossed views on a subject which no serious reflection on globalization can do today.
- Full Text:
- Date Issued: 2016
Was Myriophyllum spicatum L.(Haloragaceae) recently introduced to South Africa from Eurasia?
- Weyl, Philip S R, Thum, R A, Moody, M L, Newman, R M, Coetzee, Julie A
- Authors: Weyl, Philip S R , Thum, R A , Moody, M L , Newman, R M , Coetzee, Julie A
- Date: 2016
- Subjects: To be catalogued
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/425463 , vital:72242 , xlink:href="https://doi.org/10.1016/j.aquabot.2015.09.003"
- Description: There is debate over the native or exotic status of Myriophyllum spicatum L. (Haloragaceae) in South Africa, which has important implications for developing and implementing management strategies. The aim of this study was to determine if M. spicatum was recently introduced from Eurasia by reconstructing the genetic relationships between South African and Eurasian M. spicatum using both a nuclear ribosomal (ITS1-5.8S-ITS2-26S) and a chloroplast intron (trnQ-rps16) sequence from 40 populations. For both these DNA markers, the South African populations were distinct from Eurasian populations, but always stemmed from a European origin. The data suggest that South African and European M. spicatum share a common ancestor, however the divergence of both markers are characteristic of a long period of isolation rather than a recent introduction from Europe. The genetic data from this study suggest that M. spicatum has not been introduced recently, but is most likely a native component of the South African flora.
- Full Text:
- Date Issued: 2016
- Authors: Weyl, Philip S R , Thum, R A , Moody, M L , Newman, R M , Coetzee, Julie A
- Date: 2016
- Subjects: To be catalogued
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/425463 , vital:72242 , xlink:href="https://doi.org/10.1016/j.aquabot.2015.09.003"
- Description: There is debate over the native or exotic status of Myriophyllum spicatum L. (Haloragaceae) in South Africa, which has important implications for developing and implementing management strategies. The aim of this study was to determine if M. spicatum was recently introduced from Eurasia by reconstructing the genetic relationships between South African and Eurasian M. spicatum using both a nuclear ribosomal (ITS1-5.8S-ITS2-26S) and a chloroplast intron (trnQ-rps16) sequence from 40 populations. For both these DNA markers, the South African populations were distinct from Eurasian populations, but always stemmed from a European origin. The data suggest that South African and European M. spicatum share a common ancestor, however the divergence of both markers are characteristic of a long period of isolation rather than a recent introduction from Europe. The genetic data from this study suggest that M. spicatum has not been introduced recently, but is most likely a native component of the South African flora.
- Full Text:
- Date Issued: 2016
Water footprint assessment of citrus production in South Africa: A case study of the Lower Sundays River Valley
- Munro, Samantha A, Fraser, Gavin C G, Snowball, Jeanette D, Pahlow, Markus
- Authors: Munro, Samantha A , Fraser, Gavin C G , Snowball, Jeanette D , Pahlow, Markus
- Date: 2016
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/69240 , vital:29463 , https://doi.org/10.1016/j.jclepro.2016.06.142
- Description: Water footprint assessment is a developing method that is being increasingly applied to quantify water use, prioritise reductions, assess sustainability and provide information to achieve sustainable, efficient, and equitable water use. The objectives of this paper were to conduct a water footprint assessment of primary citrus production within the Lower Sundays River Valley in South Africa using local, high-resolution data and to examine indicators (water scarcity, pollution, efficiency, productivity and access) to determine the sustainability of blue, green and grey water footprints of a wet, dry and average year. Lemons were found to have the lowest blue and combined green-blue water footprint per ton of production across all climatic years, followed by soft citrus, valencias and navels. Valencias had the lowest, and navels the highest grey WF (relating to inorganic nitrogen). Lemons, despite their high crop water and fertiliser requirements, were regarded more economically efficient in comparison to valencias, soft citrus and navels, in that they provided higher net income and more employment hours per m3 of water in comparison to other citrus crops. In an average season, lemons generated approximately 39% more income per m3 of water than navels, despite navels being the dominant cultivar. Blue water consumption for citrus in the catchment was calculated to be 58.7 Mm3 for an average season and 89.2 Mm3 for a dry season. Due to an inter-basin transfer scheme, no physical water scarcity occurred, and both environmental and basic human needs are met. Water pollution levels related to nitrogen however, exceeded the assimilative capacity of the run-off in dry years. The area also experiences institutional and infrastructural scarcity and 14% of the population do not have access to piped water. Stakeholders and governments may use the results of water footprint assessments to determine the status of river basins, make evaluations for future water usage and the potential impacts of expanding agriculture and different management strategies. Including environmental and socio-economic indicators will also improve the integrity of water footprint assessments.
- Full Text: false
- Date Issued: 2016
- Authors: Munro, Samantha A , Fraser, Gavin C G , Snowball, Jeanette D , Pahlow, Markus
- Date: 2016
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/69240 , vital:29463 , https://doi.org/10.1016/j.jclepro.2016.06.142
- Description: Water footprint assessment is a developing method that is being increasingly applied to quantify water use, prioritise reductions, assess sustainability and provide information to achieve sustainable, efficient, and equitable water use. The objectives of this paper were to conduct a water footprint assessment of primary citrus production within the Lower Sundays River Valley in South Africa using local, high-resolution data and to examine indicators (water scarcity, pollution, efficiency, productivity and access) to determine the sustainability of blue, green and grey water footprints of a wet, dry and average year. Lemons were found to have the lowest blue and combined green-blue water footprint per ton of production across all climatic years, followed by soft citrus, valencias and navels. Valencias had the lowest, and navels the highest grey WF (relating to inorganic nitrogen). Lemons, despite their high crop water and fertiliser requirements, were regarded more economically efficient in comparison to valencias, soft citrus and navels, in that they provided higher net income and more employment hours per m3 of water in comparison to other citrus crops. In an average season, lemons generated approximately 39% more income per m3 of water than navels, despite navels being the dominant cultivar. Blue water consumption for citrus in the catchment was calculated to be 58.7 Mm3 for an average season and 89.2 Mm3 for a dry season. Due to an inter-basin transfer scheme, no physical water scarcity occurred, and both environmental and basic human needs are met. Water pollution levels related to nitrogen however, exceeded the assimilative capacity of the run-off in dry years. The area also experiences institutional and infrastructural scarcity and 14% of the population do not have access to piped water. Stakeholders and governments may use the results of water footprint assessments to determine the status of river basins, make evaluations for future water usage and the potential impacts of expanding agriculture and different management strategies. Including environmental and socio-economic indicators will also improve the integrity of water footprint assessments.
- Full Text: false
- Date Issued: 2016
Water service delivery in Harare: a willingness to pay (WTP) analysis
- Authors: Mugomba, Lynsey M
- Date: 2016
- Language: English
- Type: Thesis , Masters , MCom
- Identifier: http://hdl.handle.net/10962/4120 , vital:20614
- Description: In 2008-2009, Harare (Zimbabwe) was the centre of the worst cholera outbreak in Africa in the past fifteen years. A key reason cited was the lack of adequate water service delivery by the Harare City Council (HCC). Harare requires an optimum supply of 1 400 mega litres (ML) of water daily but the HCC has capacity to produce 650ML and after leakages and theft, only 400ML reaches consumers. This inadequacy compromised the hygiene of residents and forced them to resort to unsafe water sources. Coupled with a failing healthcare system, the outbreak resulted in over 4 000 deaths and further affected 100 000 people. The HCC attributes its poor service delivery to the lack of funds rendering them unable to adequately increase capacity and refurbish existing infrastructure (treatment plants and pipelines). This thesis serves to explore whether the residents of Harare (and surrounding satellite towns) would be willing to pay monthly contributions towards the USD$2.5 billion needed for various water capacity and infrastructure projects to ease the water crisis in Harare. The study analyses the water problem using a framework on the typical stages of water provision. The research also places an emphasis on the key social, economic and political factors that are contributing to the problem in Harare. Upon closer inspection, it was seen that the financial problems that the HCC is having are not only due to the economy, but poor management and transparency structures are also to blame. For various reasons, the government has largely lost its credibility with its citizens, leading some to conclude that the government’s actions reflect those of a predatory state. The contingent valuation method (willingness to pay-WTP) was used in conjunction with the dichotomous choice referendum. The binary probit model was used to help assess the degree to which different variables influenced the respondent’s decision to contribute to the needed funds. In spite of the seeming lack of trust, it was found that approximately 66.19% of the respondents were willing to pay. Amongst those willing, the mean willingness to pay amount was approximately USD$7 monthly per household.
- Full Text:
- Date Issued: 2016
- Authors: Mugomba, Lynsey M
- Date: 2016
- Language: English
- Type: Thesis , Masters , MCom
- Identifier: http://hdl.handle.net/10962/4120 , vital:20614
- Description: In 2008-2009, Harare (Zimbabwe) was the centre of the worst cholera outbreak in Africa in the past fifteen years. A key reason cited was the lack of adequate water service delivery by the Harare City Council (HCC). Harare requires an optimum supply of 1 400 mega litres (ML) of water daily but the HCC has capacity to produce 650ML and after leakages and theft, only 400ML reaches consumers. This inadequacy compromised the hygiene of residents and forced them to resort to unsafe water sources. Coupled with a failing healthcare system, the outbreak resulted in over 4 000 deaths and further affected 100 000 people. The HCC attributes its poor service delivery to the lack of funds rendering them unable to adequately increase capacity and refurbish existing infrastructure (treatment plants and pipelines). This thesis serves to explore whether the residents of Harare (and surrounding satellite towns) would be willing to pay monthly contributions towards the USD$2.5 billion needed for various water capacity and infrastructure projects to ease the water crisis in Harare. The study analyses the water problem using a framework on the typical stages of water provision. The research also places an emphasis on the key social, economic and political factors that are contributing to the problem in Harare. Upon closer inspection, it was seen that the financial problems that the HCC is having are not only due to the economy, but poor management and transparency structures are also to blame. For various reasons, the government has largely lost its credibility with its citizens, leading some to conclude that the government’s actions reflect those of a predatory state. The contingent valuation method (willingness to pay-WTP) was used in conjunction with the dichotomous choice referendum. The binary probit model was used to help assess the degree to which different variables influenced the respondent’s decision to contribute to the needed funds. In spite of the seeming lack of trust, it was found that approximately 66.19% of the respondents were willing to pay. Amongst those willing, the mean willingness to pay amount was approximately USD$7 monthly per household.
- Full Text:
- Date Issued: 2016
Water supply development decision-making in South Africa
- Authors: Preston, Ian Robert
- Date: 2016
- Subjects: Water security -- South Africa , Water resources development -- South Africa -- Cost effectiveness , Water consumption -- Economic aspects -- South Africa , Water-supply -- South Africa -- Management , Water-supply -- South Africa -- Decision making
- Language: English
- Type: Thesis , Masters , MCom
- Identifier: vital:1210 , http://hdl.handle.net/10962/d1020848
- Description: Balancing water demand and supply in South Africa involves high levels of uncertainty. The Department of Water and Sanitation (DWS) is responsible for making decisions to either increase water supply or decrease water demand so as to ensure that sufficient water is available, when and where it is needed. However, no retrospective analyses of such decisions have been found. One way to assess such decisions is to evaluate the associated costs and benefits thereof. Therefore the primary aim of this study is to evaluate the costs and benefits of selected water supply options, and of the decision-making associated with those options. In order to achieve this purpose, four case studies were analysed within a mixed-methods research paradigm, which used both quantitative and qualitative methods, including unit reference value (URV) analysis, inter- and intra-case analysis and content analysis to examine the success of the decisions made. The four case studies were conducted on the Inyaka, Nandoni, Berg and De Hoop dams and their catchments. Firstly, estimated and actual project costs were compared using unit reference analysis and inter-case analyses. Secondly, the reduction of mean annual runoff (MAR) caused by invasive alien plants (IAPs) and the cost of clearing them in the dam catchments were evaluated using inter-case analyses. Information thus gathered was used together with data from DWS documentation and the results of interviews with ten key specialists, to analyse the decision-making process that led to the decision to build De Hoop Dam (the most recent case study). The rational decision-making model (RDMM) was used as a framework within which to analyse and evaluate this decision-making process. This study has also demonstrated how the RDMM can be used to assess decision-making associated with water supply development. The results of this study show that there is considerable variation of estimated costs (at the time that the decision to build the dam was taken) in relation to the actual costs of building the dams and that Ministers were not put in a position to understand the full long-term costs or the opportunity costs of the proposed dams. Furthermore, the most recent IAP data (2008) shows that the impact on water security by IAPs could not offset the water security resulting from building each of the four dams. However, if IAP management is not continued in these catchments, the projected reduction of MAR by IAPs will compromise water security within 45 years. Given the almost exponential spread and densification of IAPs, together with their long-term impact on MAR and increased costs of controlling them, it is clear that IAP management should have been factored into water supply decision-making from the outset. In the analysis of the decision to build the De Hoop Dam, the results show that while the decision-making process that culminated in the decision to build the dam did not follow the steps of the RDMM, DWS appears to have followed a somewhat similar approach. It was found that while there was a need for the provision of additional water in the Olifants catchment, this need was overstated and the resulting overestimation caused the scale and size of the dam to be larger than it could and probably should have been. Additionally, it appears that DWS‘s decision to build the De Hoop Dam themselves, rather than having it built by the private sector, may have been less than optimal. It is recommended that, in future decision-making, DWS needs to incorporate multiple alternative options into the same solution, and to ensure that decision-makers are put into a position to make informed decisions, including adequate consideration of externalities. Furthermore, DWS needs to employ decision-making models such as the RDMM to facilitate retrospective analyses to improve their institutional knowledge. Keywords: water resources management, dams, invasive alien plants, decision-making, unit reference values, rational decision-making model.
- Full Text:
- Date Issued: 2016
- Authors: Preston, Ian Robert
- Date: 2016
- Subjects: Water security -- South Africa , Water resources development -- South Africa -- Cost effectiveness , Water consumption -- Economic aspects -- South Africa , Water-supply -- South Africa -- Management , Water-supply -- South Africa -- Decision making
- Language: English
- Type: Thesis , Masters , MCom
- Identifier: vital:1210 , http://hdl.handle.net/10962/d1020848
- Description: Balancing water demand and supply in South Africa involves high levels of uncertainty. The Department of Water and Sanitation (DWS) is responsible for making decisions to either increase water supply or decrease water demand so as to ensure that sufficient water is available, when and where it is needed. However, no retrospective analyses of such decisions have been found. One way to assess such decisions is to evaluate the associated costs and benefits thereof. Therefore the primary aim of this study is to evaluate the costs and benefits of selected water supply options, and of the decision-making associated with those options. In order to achieve this purpose, four case studies were analysed within a mixed-methods research paradigm, which used both quantitative and qualitative methods, including unit reference value (URV) analysis, inter- and intra-case analysis and content analysis to examine the success of the decisions made. The four case studies were conducted on the Inyaka, Nandoni, Berg and De Hoop dams and their catchments. Firstly, estimated and actual project costs were compared using unit reference analysis and inter-case analyses. Secondly, the reduction of mean annual runoff (MAR) caused by invasive alien plants (IAPs) and the cost of clearing them in the dam catchments were evaluated using inter-case analyses. Information thus gathered was used together with data from DWS documentation and the results of interviews with ten key specialists, to analyse the decision-making process that led to the decision to build De Hoop Dam (the most recent case study). The rational decision-making model (RDMM) was used as a framework within which to analyse and evaluate this decision-making process. This study has also demonstrated how the RDMM can be used to assess decision-making associated with water supply development. The results of this study show that there is considerable variation of estimated costs (at the time that the decision to build the dam was taken) in relation to the actual costs of building the dams and that Ministers were not put in a position to understand the full long-term costs or the opportunity costs of the proposed dams. Furthermore, the most recent IAP data (2008) shows that the impact on water security by IAPs could not offset the water security resulting from building each of the four dams. However, if IAP management is not continued in these catchments, the projected reduction of MAR by IAPs will compromise water security within 45 years. Given the almost exponential spread and densification of IAPs, together with their long-term impact on MAR and increased costs of controlling them, it is clear that IAP management should have been factored into water supply decision-making from the outset. In the analysis of the decision to build the De Hoop Dam, the results show that while the decision-making process that culminated in the decision to build the dam did not follow the steps of the RDMM, DWS appears to have followed a somewhat similar approach. It was found that while there was a need for the provision of additional water in the Olifants catchment, this need was overstated and the resulting overestimation caused the scale and size of the dam to be larger than it could and probably should have been. Additionally, it appears that DWS‘s decision to build the De Hoop Dam themselves, rather than having it built by the private sector, may have been less than optimal. It is recommended that, in future decision-making, DWS needs to incorporate multiple alternative options into the same solution, and to ensure that decision-makers are put into a position to make informed decisions, including adequate consideration of externalities. Furthermore, DWS needs to employ decision-making models such as the RDMM to facilitate retrospective analyses to improve their institutional knowledge. Keywords: water resources management, dams, invasive alien plants, decision-making, unit reference values, rational decision-making model.
- Full Text:
- Date Issued: 2016
Water Use and Food Security: Knowledge Dissemination and Use in Agricultural Colleges and Local Learning Networks for Homestead Food Gardening and Smallholder Farming
- Lotz-Sisitka, Heila, Pesanayi, Tichaona, Weaver, Kim N, Lupele, Chisala, O’Donoghue, Rob B, Sithole, Phindile, van Staden, Wilna, Mabeza, Chris, Denison, C M Jonathan, Phillips, Katrina
- Authors: Lotz-Sisitka, Heila , Pesanayi, Tichaona , Weaver, Kim N , Lupele, Chisala , O’Donoghue, Rob B , Sithole, Phindile , van Staden, Wilna , Mabeza, Chris , Denison, C M Jonathan , Phillips, Katrina
- Date: 2016
- Subjects: To be catalogued
- Language: English
- Type: text , report
- Identifier: http://hdl.handle.net/10962/436825 , vital:73308 , ISBN 978-1-4312-0852-4 , https://wrcwebsite.azurewebsites.net/wp-content/uploads/mdocs/2277-1-16.pdf
- Description: This final report has detailed the work that went into pilot testing an Ac-tion Oriented Strategy (AOS) to support Agricultural Colleges to make use of the two sets of WRC materials that were the focus of the project. The general objective of this project entitled “Action oriented strategy for knowledge dissemination and training for skills development of water use in homestead food gardening and rain water harvesting for cropland food production” was: To develop a strategy for achieving effective knowledge dissemination and practical training to encourage productive water use for food crop production [amongst smallholder farmers and food growers in South Africa].
- Full Text:
- Date Issued: 2016
- Authors: Lotz-Sisitka, Heila , Pesanayi, Tichaona , Weaver, Kim N , Lupele, Chisala , O’Donoghue, Rob B , Sithole, Phindile , van Staden, Wilna , Mabeza, Chris , Denison, C M Jonathan , Phillips, Katrina
- Date: 2016
- Subjects: To be catalogued
- Language: English
- Type: text , report
- Identifier: http://hdl.handle.net/10962/436825 , vital:73308 , ISBN 978-1-4312-0852-4 , https://wrcwebsite.azurewebsites.net/wp-content/uploads/mdocs/2277-1-16.pdf
- Description: This final report has detailed the work that went into pilot testing an Ac-tion Oriented Strategy (AOS) to support Agricultural Colleges to make use of the two sets of WRC materials that were the focus of the project. The general objective of this project entitled “Action oriented strategy for knowledge dissemination and training for skills development of water use in homestead food gardening and rain water harvesting for cropland food production” was: To develop a strategy for achieving effective knowledge dissemination and practical training to encourage productive water use for food crop production [amongst smallholder farmers and food growers in South Africa].
- Full Text:
- Date Issued: 2016