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Determinants of Credit Access to Small Scale Enterprises: A Case Study of Centenary Bank Kabale Branch-Kabale District.
No full textAccess to credit is a crucial factor for the growth and sustainability of small-scale enterprises (SSEs), especially in developing areas. This study aimed to explore the factors influencing credit access for SSEs in Kabale District, Uganda, with a particular focus on Centenary Bank, Kabale branch. A mixed-methods approach was used, combining both quantitative and qualitative data collection techniques. The results indicated that several key factors significantly affect SMEs' ability to secure credit. Complex and lengthy lending processes were identified as major obstacles, with many SMEs noting that documentation requirements and processing delays discouraged them from applying for loans. The need for collateral was highlighted as a key determinant, as many SME owners reported being unable to provide sufficient collateral, resulting in loan rejections. The study also found that a lack of understanding of credit bureau policies negatively affected SMEs' willingness to apply for loans, leading to mistrust of the credit system. Those with higher levels of education and training were more likely to have better access to credit, as they demonstrated greater confidence in managing financial records and understanding loan requirements. Economic factors, such as high interest rates, were seen as significant barriers to borrowing, while strict regulatory frameworks were perceived as obstacles to lending. The study emphasizes the importance of targeted interventions to improve credit access for small-scale enterprises in Kabale District. Recommendations include simplifying lending procedures, creating more flexible collateral policies, raising awareness about credit bureaus, and offering education and training programs for SME owners
Tea Growing and Socio-Economic Wellbeing of the Community of Kyamuhunga-Bushenyi.
No full textThis research investigated the socio-economic impact of tea growing on the community of Kyamuhunga, Bushenyi District, Uganda. Despite the significant role of tea cultivation in the livelihoods of households in Kyamuhunga, there is a lack of comprehensive understanding of its implications for community development. Through a mixed-methods approach, including quantitative surveys, qualitative interviews, and participatory research techniques, this study aims to address this knowledge gap by examining various aspects of tea cultivation and its socio-economic effects on the local community. The research has assessed the contribution of tea growing to household incomes, livelihood diversification, and poverty alleviation within Kyamuhunga. It also analyzed the employment generation potential of tea cultivation, including labor dynamics, job creation, and opportunities for youth and women empowerment. Additionally, the study explored the social dynamics of tea cultivation, including its impact on community cohesion, gender roles, and cultural practices. Environmental implications, such as land use changes, soil erosion, and water pollution, were also examined. Furthermore, the research evaluated existing policies, regulations, and institutional frameworks governing tea production and trade in Kyamuhunga. It identified challenges faced by tea growers and the community, as well as opportunities for innovation, value addition, and market diversification. Ultimately, the findings of this research aim to inform evidence-based policies and interventions for maximizing the positive socio-economic impacts of tea cultivation while mitigating potential challenges, thus contributing to sustainable community development in Kyamuhunga, Bushenyi District, and beyond
Effects of Job Stress on Teachers Productivity in Primary Schools of Katuna Town Council in Kabale District.
No full textNearly all organizations worldwide strive for effective production. The struggle for employees and the organization's productivity can be associated with stress of different kinds, (CDC, 2016; WHO, 2020). This can have an effect on the productivity of the employees and the organizations. This study thus proposes to investigate the effects of job stress on teachers' productivity in Katuna Town Council, Uganda. The objectives of the study were to find out the forms of job stressors at work on teachers' productivity in primary schools; to identify the effect of teachers' emotional stress on productivity in primary schools; to suggest possible strategies to address teachers' job stress for productivity in primary schools of Katuna Town Council of Kabale District. The study was significant to the primary school teachers, Headteachers, other civil servants, and public servants of Katuna town council, Uganda, and the whole world,d especially on stressors, causes, and strategies to overcome stress. The study will use a quantitative design incorporating a descriptive survey approach. The target population was institutional employees in Katuna town council, Kabale – Uganda. Sampling will involve simple random sampling to select 108 participants from 127 target populations who were the teachers and Headteachers of Primary Schools in Kaduna Town Council. Data collection tools will involve the use of structured questionnaires and structured observation checklists to collect both quantitative data. Data analysis will involve the use of descriptive analysis involving the use of frequencies, tables, graphs, and pie charts. The study findings showed that the different forms of job stressors such as excessive workload, lacking instructional resources, disruptive student behaviors, school's administrative pressure, parents and community members' high academic expectations, balancing work with personal life, limited access to opportunities for professionalism, job instability with uncertain salary and frequent staff changes and lack of school leadership support affected teachers productivity in Primary schools of Katuna Town Council of Kabale District. The effect of Teachers' emotional stress on Productivity included reduced teacher enthusiasm and engagement in teaching, challenging classroom and learning environment management, a feeling of dissatisfaction, and reduced stability on duty. The possible strategies to address Teachers' job stress for Productivity included schools adjusting duty allocated loads, engaging teachers in professional development programs, schools encouraging and supporting flexible scheduling of duties, school creating a supportive and collaborative school environment, schools reviewing and adjusting school policies and rewarding teachers' hard work and achievements could boost their morale reducing the stress levels and focusing on improving their output. Conclusively, a primary school teacher in Kaduna Town Council had different job stressors that were deficient in their teaching output. The study recommended that school administrators to stressors aware to teachers and support them gain skills in stress management to enhance their duty input and output
Impact of Smallholder Tea Production in Buhunga Sub-County Rukungiri District.
No full textTea production is a significant contributor to the economy of Uganda, providing employment opportunities for thousands of households and generating substantial foreign exchange earnings. However, little is known about the specific impact of smallholder tea farming on the socio- economic development of local communities. This study aims to assess the impact of smallholder tea production on the socio-economic development of Buhunga Sub-county, Rukungiri District, Uganda. The study employs a mixed-methods research design, combining quantitative and qualitative approaches. A structured questionnaire was administered to 200 smallholder tea farmers selected through stratified random sampling. The questionnaire gathered data on demographic characteristics, income levels, investments in education and healthcare, and challenges faced by farmers. In-depth interviews and focus group discussions were also conducted with key informants, including community leaders and agricultural extension workers. The findings indicate that tea production generates moderate levels of income for smallholder farmers, with the majority (45%) earning between 500,001 and 1,000,000 UGX annually. This income has a positive impact on household investments in education and healthcare, with an average of 300,000 UGX and 200,000 UGX respectively being spent in these areas. Pearson correlation analysis revealed a strong positive correlation (r = 0.78, p < 0.01) between income levels and investments in education, as well as a moderate positive correlation (r = 0.65, p < 0.01) between income levels and healthcare investments. However, smallholder tea farmers face several challenges, including limited access to quality inputs, market price fluctuations, and inadequate infrastructure. Gender disparities were also observed, with female farmers facing barriers in accessing resources and decision-making power. Qualitative insights highlighted the positive impact of tea production on community development, with farmers reporting reinvestment of their earnings into local infrastructure, such as schools and health clinics. The study concludes that while tea production plays a significant role in enhancing household income and socio-economic outcomes, addressing the challenges faced by smallholder farmers and promoting gender equity is crucial for maximizing the benefits of tea farming. By supporting smallholder tea farmers and investing in critical areas like education and healthcare, stakeholders can contribute to sustainable community development in Buhunga Sub-county and beyond
Using Fabric Cutoffs to Create Branding Patchwork Designs Around Kabale Town.
No full textThis study examined the innovative reuse of fabric offcuts to create branding designs within the fashion and textile industry, with a focus on Kabale Town, Uganda. It highlights the environmental challenges posed by fabric waste, particularly offcuts, and explores their potential to be repurposed into patchwork branding designs. These designs not only reduce waste but also provide a cost-effective branding solution for businesses and institutions seeking distinctive approaches. The research objectives included identifying the types and sources of fabric offcuts in Kabale and demonstrating how these materials can be transformed into creative, functional, and decorative branding designs. Additionally, the study explored the role of fashion designers in mitigating environmental pollution by innovatively reusing fabric waste while increasing their income through such practices. The findings are significant for artists and designers, emphasizing how recycling fabric offcuts can lower costs and promote environmental conservation. Moreover, the research highlights the economic and social benefits of sustainable fashion practices. Despite challenges such as time constraints, limited funding, and language barriers, the study underscores the value of fabric offcuts as a resource for branding and creative innovation in the fashion industry
Ethnobotanical Survey and Conservation Strategies of Medicinal Plants Used in Masulita Sub-County in Wakiso District.
No full textIntroduction:
This study aimed to document the ethnobotanical knowledge concerning medicinal plants used for treating various ailments and the associated practices in the Masulita sub-county, Wakiso district. It also sought to evaluate conservation strategies for these medicinal plants. The global surge in herbal remedy usage has heightened the risk of endangerment for many medicinal plant species. Uganda faces a particularly high risk of medicinal plant extinction due to factors such as overexploitation, habitat destruction, unsustainable harvesting practices, and increased use of herbicides. Furthermore, the shift in demographic composition towards a younger population has accelerated the erosion of Traditional Medicinal Knowledge (TMK), compounded by inadequate documentation efforts. This study focused on documenting the medicinal plants used by the residents of the Masulita sub-county for disease treatment and preserving indigenous knowledge.
Methods:
Sixty respondents were selected using a combination of snowball and purposive sampling methods to gather information on medicinal plant usage and community conservation practices in the Masulita sub-county. Data were collected through semi-structured questionnaires and interviews. Medicinal plant specimens were collected with the assistance of herbalists, pressed, and identified at the National Herbarium in Makerere University, Uganda. Descriptive statistics such as frequencies, pie charts, percentages, bar graphs, and column graphs were used to present the data.
Results:
A total of 94 medicinal plant species belonging to 39 plant families and 82 genera were documented. The most abundant taxa were Asteraceae (16%, 15 species) and Fabaceae (9%, 8 species). Leaves (53.28%), stem bark (16.39%), and roots (11.48%) were the most commonly used plant parts for preparing medicinal remedies. Decoction (27%) and oral administration (58.6%) were the predominant methods of preparation and administration, respectively. Gastrointestinal diseases (15.66%) were the most frequently treated ailments, and cultivation emerged as the primary conservation strategy. Eleven medicinal plant species were identified as scarce due to herbicide use and overexploitation.
Conclusion and Recommendations:
Masulita sub-county in Wakiso district harbors a diverse array of medicinal plants and possesses rich indigenous knowledge for treating various ailments. However, there has been a notable decline in the population of medicinal plant species due to increased herbicide use and overexploitation. The involvement of local and central government authorities in medicinal plant conservation and associated knowledge has been insufficient. The government of Uganda should implement conservation measures such as conservation programs, awareness campaigns, cultivation initiatives, and educational programs aimed at local residents to enhance medicinal plant conservation efforts. Furthermore, there is a pressing need for ethnobotanical studies across the Wakiso district to preserve traditional medicinal knowledge further
Automated Recipe Generation AI Tool from Food Images using Machine Learning. Approach for Ingredient Extraction and Cooking Instructions
No full textThis report represents a crucial step towards fulfilling the requirements for a Bachelor's degree in Computer Science from Kabale University. It is structured into three main chapters, each playing a distinct role in advancing the understanding and implementation of the proposed project.
Chapter one served as the foundational section of the report, encompassing essential elements such as the introduction, background of the study, problem statement, objectives (both general and specific), research questions, study scope (including time, content, and geographical scope), justification, and theoretical framework. This chapter provided an overview of the research, contextualizes it within existing literature, identifies the specific issue or challenge being addressed, identifies the objectives and research questions, and establishes the theoretical foundation guiding the investigation.
Chapter two delves into the literature review, a critical component of the research process that provides a comprehensive analysis of existing recipe generation AI tools. This chapter evaluates the strengths and weaknesses of current systems, aiming to identify areas for improvement and address any shortcomings. Additionally, it examines image processing techniques used in recipe generation AI tools, sourced from reputable platforms such as Google Scholar and IEEE. The insights gained from the literature review serve as a basis for future research and provide criteria for evaluating case studies in subsequent chapters.
Chapter three focuses on the research methodology, detailing the approach used to achieve the objectives outlined in chapter one. This chapter describes the data collection approaches, tools, and techniques employed in system design and development. Furthermore, it analyzes the validation approach used to assess the effectiveness and reliability of the proposed system. By providing transparency and clarity regarding the research process, chapter three ensures validity in the study's findings, laying the groundwork for a robust and impactful research.
Chapter four presents a detailed analysis of the system requirements, architecture, and design considerations essential for the successful implementation of the proposed recipe generation AI tool. It outlines the systematic approach taken to analyze user needs, define functional and non-functional requirements, and develop a robust system architecture. Additionally, this chapter discusses the design methodologies and tools utilized to translate conceptual requirements into tangible system specifications.
Chapter five elucidates the implementation phase of the project, providing insights into the practical realization of the designed system. It discusses the selection of programming languages, frameworks, and technologies employed in building the recipe generation AI tool. Furthermore, this chapter elaborates on the development process, including code implementation, testing procedures, and integration efforts, culminating in the deployment ready version of the system.
Chapter six synthesizes the findings from the preceding chapters, offering a comprehensive discussion on the project's outcomes, implications, and contributions to the field of recipe generation AI. It critically evaluates the achieved results against the defined objectives, addressing any discrepancies and identifying areas of success. Moreover, this chapter presents concluding remarks, recommendations for further research, and outlines avenues for future work, ensuring the project's continuity and potential for ongoing improvement
Modeling Concrete Compressive Strength Variation with Age Using Origin Pro Software.
No full textConcrete is a widely used construction material whose compressive strength is a critical factor influencing its performance. This study aims to develop a mathematical model that accurately predicts the variation of concrete compressive strength with age. Origin Pro software, a powerful data analysis tool, was employed to analyze existing data and develop the model. A total of 150 observations of existing compressive strength data were used to develop the mathematical model. These were taken from compressive strength data for the concrete cast for the upgrading to paved standard of 9.5km of roads, reconstruction of 6.72km of roads including signalization of junctions and channelization of 3.9km of drainages in Lubaga, Kawempe, Makindye Division, and Wakiso district, a project by the Korea Consultants International as the Consultant, China Communications Construction Company as the Contractor and KCCA as the client. They included 37 observations for class 20, 79 observations for class 25, and 34 observations for class 30. The data was then imported into Origin Pro for statistical analysis and regression modeling. Correlation analysis was performed to identify significant factors influencing compressive strength. Subsequently, a regression model was developed to establish a relationship between compressive strength and age. The developed model was validated with a separate dataset from experimental data in the Kabale University Civil Engineering Laboratory to assess its accuracy. The model's performance was evaluated using metrics such as mean squared error (MSE) and coefficient of determination (R-squared). The results demonstrated that the model effectively captured the trend of compressive strength variation with age. The findings of this study provide valuable insights into concrete behavior over time. The developed model can be utilized in construction planning, quality control, and material research. Future research could explore the incorporation of additional factors, such as aggregate properties and environmental conditions, to enhance the model's predictive capabilities
Credit Policy and Loan Recovery in Microfinance Institutions: A Case Study of Mubuga SACCO Kisoro District.
No full textThe study assessed the effect of credit policy on loan recovery in microfinance institutions. A case study of Mubuga SACCO Kisoro district. The study was guided by three objectives, which were: to establish credit policies applied by Mubuga SACCO Kisoro district; to find out challenges impacting Mubuga SACCO Kisoro district; and to establish the relationship between credit policy and loan recovery at Mubuga SACCO Kisoro district. A targeted population of 40 respondents was considered for the study. These included top management, cashiers, loan officers, and accountants. Both simple random and purposive sampling techniques were used to identify the study sample size. The methods that were used in data collection included questionnaires. The collected data was edited, coded, entered into a computer, and analyzed with Excel, a Microsoft statistical package. The results were presented in tables. Based on the results of the study, 100% of the respondents agreed that there are various credit policies applied by Mubuga SACCO, and these include credit terms that involve both the length of the credit period and the discount rate, the loan amount recommended by the credit officer, and collateral security. The study findings revealed the challenges impacting Mubuga SACCO in credit policy and loan recovery in microfinance institutions: arrears rate, failure of appraisal of customers were common, loan appraisal policies were not clear, and there was existing collateral security that was inadequate. From objective three, it was found out, as indicated by the respondents from Mubuga SACCO, that there is a relationship between credit policies and loan recovery, and if good credit provides the institution with reasonable and adequate returns on loans, borrowers are given a small amount of money. The researcher concluded that there were various credit policies applied at Mubuga SACCO. The majority of the respondents reported that credit terms involved both the length of the credit period and the discount rate given, offering a uniform interest rate. The study findings further recommend that Mubuga SACCO should redesign its credit policy so as to make credit more effective to reduce loan losses and write-offs
Microfinance and Financial Performance of Small and Medium Enterprises in Rukiga District: A Case Study of Muhanga Town Council Rukiga District.
No full textThe study investigated the impact of microfinance on the financial performance of small and medium enterprises (SMEs) in Muhanga Town Council, Rukiga district. Its objectives were to identify the types of microfinance services available to SMEs, assess the financial performance levels of SMEs, and examine the relationship between microfinance and SME financial performance. The research utilized a cross-sectional research design, employing questionnaires and interviews for data collection. To ensure methodological validity and reliability, the researcher developed data collection tools and obtained necessary permissions, including an introductory letter from Kabale University presented to the Town Clerk for data collection from SMEs. Questionnaires and interview schedules were refined based on feedback from the research supervisor before being administered. Data collection spanned one week, after which responses were collected, classified, coded, and prepared for analysis using tables. Data analysis involved sorting, inspecting, cleaning, and coding of both quantitative and qualitative data. Quantitative data from structured questionnaires were processed using coding and entry into computer software such as Microsoft Excel and SPSS for generating descriptive statistics like frequencies and percentages. SPSS was also used for inferential statistics. The study concluded that while microfinance services such as loans, savings, credit, leasing, insurance, and cash transfers are available to SMEs in Muhanga Town Council, they do not consistently lead to improved financial performance for small businesses. However, the research underscored the significant role of microfinance in enhancing SME financial performance in the region. Based on these findings, the study recommended that SME management engage in continuous consultation with other business entities to enhance their financial performance. Additionally, microfinance institutions were advised to consider reducing interest rates to incentivize more SMEs, particularly those in Muhanga Town Council, to access loans at lower costs, thereby potentially boosting business performance