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A Strategy to Improve Pass Rates of Written Postgraduate Statistics Modules Sesale, Eunice Lebogang; Ramarumo, Tshepo; Seeletse, Solly Matshonisa
IndoMath: Indonesia Mathematics Education Vol 6, No 2 (2023): August 2023
Publisher : Universitas Sarjanawiyata Tamansiswa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30738/indomath.v6i2.63

Abstract

Many universities apply student support services to undergraduate (UG) students, but some postgraduate (PG) cases need it. South African universities have intensified PG admissions. PG students admitted with a minimum admission mark are not PG-ready. For the Bachelor of Science Honours (BSc Honours) in Statistics (Stats) that requires intense Math conceptual knowledge to apply to Stats concepts, where competition is high, only top students can be competitive. In South Africa, the job market prioritizes graduates from historically white higher education institutions (HEIs), and formerly black and newer university graduates’ struggle. Non-stop students from the latter universities are not easily employed, so they need a stimulus. This study focuses on BSc Honours (Stats) students who perform low for intervention to improve their performance. Measures were proposed for student conduct and behavior to enable lecturers to constantly stimulate the teaching and monitor and evaluate progress while continuously assessing the students. The study followed an experimental design. Students were ordered to practice with module exercises using statistical software packages in the computer laboratory. Exceedingly high pass rates of 100% were realized. The methods were viewed as effective and beneficial.
Gamification in Education: Enhancing Student Engagement in the Digital Age Seeletse, Solly Matshonisa; Wijayanti, Lisma Meilia; Muqorrobin, Syamsul; Abdurahman, Ayi
EDUJAVARE: International Journal of Educational Research Vol. 2 No. 2 (2024): EDUJAVARE: International Journal of Educational Research
Publisher : CV. Edujavare

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70610/edujavare.v2i2.796

Abstract

The integration of gamification in education has emerged as a promising approach to enhance student engagement and motivation, particularly in the digital age. However, despite its growing popularity, concerns persist about its long-term effectiveness and alignment with educational objectives. This study aims to explore the impact of gamification on student engagement and learning outcomes in a secondary school setting while also addressing potential challenges in its implementation. A qualitative case study design was used, employing semi-structured interviews with students and teachers, classroom observations, and analysis of lesson plans over three months. The findings revealed that gamification significantly increased student motivation, with students expressing greater enthusiasm for learning, particularly in traditionally challenging subjects. Additionally, gamified elements such as points, badges, and leaderboards contributed to increased active participation and collaboration among students. However, competition and the focus on extrinsic rewards created stress for some students, affecting their overall learning experience. The study concluded that while gamification can enhance short-term engagement and motivation, its long-term impact requires careful design to ensure alignment with educational goals. This research contributes to understanding gamification's role in education by highlighting its potential benefits and challenges, providing valuable insights for educators seeking to implement gamification effectively.
Digital Literacy as a Core Competency: Preparing Students for the Future Workforce Seeletse, Solly Matshonisa; Azizah, Suci Midsyahri; Mardhotillah, Bunga; Fathoni, Tamrin
EDUJAVARE: International Journal of Educational Research Vol. 2 No. 1 (2024): EDUJAVARE: International Journal of Educational Research
Publisher : CV. Edujavare

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70610/edujavare.v2i1.799

Abstract

In the era of rapid technological advancement, digital literacy has become a fundamental competency required for success in the modern workforce. However, there remains a gap between the digital skills taught in educational settings and the competencies needed by employers. This study explores how digital literacy can be integrated as a core competency in educational systems, aiming to better prepare students for the digital-first workforce. Using a qualitative case study approach, the research involved in-depth interviews, focus group discussions, and document analysis across several educational institutions. The study found that while there is growing recognition of the importance of digital literacy, its integration remains inconsistent, with many institutions focusing primarily on technical skills rather than the broader cognitive and ethical aspects of digital literacy. Additionally, gaps in teacher training and the lack of standardized frameworks for teaching digital literacy were identified as key challenges. The study concludes that a more comprehensive and standardized approach is needed to incorporate critical thinking, ethical engagement, and adaptability to ensure students are fully prepared for the digital workforce. 
Empowering Youth Through Creative Digital Content Workshops in Marginalized Areas Seeletse, Solly Matshonisa
International Assulta of Research and Engagement (IARE) Vol. 3 No. 1 (2025): International Assulta of Research and Engagement (IARE)
Publisher : Edujavare Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70610/iare.v3i1.808

Abstract

This community service initiative aimed to empower marginalized youth by enhancing their digital literacy and creative skills through workshops focused on digital content creation. The primary objective was to equip participants with the technical skills needed to produce digital media while fostering self-expression and social engagement. Using a Participatory Action Research (PAR) approach, the workshops involved hands-on training in video editing, podcasting, and social media management while encouraging collaboration and storytelling on local issues. The results indicated a significant improvement in technical skills and self-confidence among participants, with 85% reporting increased proficiency in content creation tools. Moreover, the workshops promoted a sense of community and empowerment, as youth collaborated on projects addressing social issues and showcased their work in a final exhibition. The findings highlighted the transformative power of creative digital education in marginalized communities, bridging the digital divide and offering youth a platform to assert their identities. Despite challenges such as unequal access to technology and varying initial skill levels, the initiative demonstrated the potential of digital content creation programs to foster empowerment, social cohesion, and critical engagement. The contributions of this initiative are significant in promoting inclusive digital literacy programs and offering a model for future community-driven digital education.
Beyond the basics: A qualitative exploration of mathematics teaching effectiveness in South African secondary schools Mokoena, Oratilwe Penwell; Seeletse, Solly Matshonisa
Primatika : Jurnal Pendidikan Matematika Vol. 14 No. 1 (2025)
Publisher : Program Studi Pendidikan Matematika, Fakultas Keguruan dan Ilmu Pendidikan, Universitas Mulawarman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30872/primatika.v14i1.4646

Abstract

In the world of teaching mathematics, significant disparities persist in teaching effectiveness and the interventions employed by educators. This study investigates the challenges faced by mathematics teachers and explores interventions to enhance learner performance. Through a qualitative research design, seven dedicated mathematics teachers were sampled using a purposive snowball sampling approach. Data were gathered through structured interviews with participants from selected secondary schools in the Madibeng Local Municipality. The study findings underpin the hurdles teachers encounter, including insufficient resources, congested annual teaching plans, demotivated learners, ill-discipline, and subject coercion. These issues are further compounded by the broader educational inequalities in the South African education system, a legacy of its fragmented and unequal education system inherited from the apartheid dispensation. Despite these challenges, government schoolteachers adopted effective strategies such as scaffolding, weekly assessments, the use of past exam papers, and learner-centered approaches. The study concludes that to enhance teaching effectiveness, teachers need robust support and adequate resources. Additionally, government bodies, school heads of departments, and principals must effectively collaborate to provide these necessary support and resources, thereby improving learner outcomes and reducing dropout rates. This study contributes invaluable insights into the complexities of teaching mathematics, highlighting effective practices and interventions to keep learners engaged and prevent them from swaying away to mathematical literacy or leaving school altogether.
AI-powered Somatic Cancer Cell Analysis for Early Detection of Metastasis: The 62 principal Cancer Types Buthelezi, Sandile; Seeletse, Solly Matshonisa; Hungwe, Taurai; Mbirimi-Hungwe, Vimbai
International Journal of Integrated Health Sciences Vol 13, No 1 (2025)
Publisher : Faculty of Medicine Universitas Padjadjaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15850/ijihs.v13n1.4061

Abstract

Background: Early detection of metastasis is critical in improving survival outcomes in cancer patients, with artificial intelligence offering advanced tools for predictive analytics.Objective: To emphasize the importance of early metastasis detection in improving cancer patient outcomes, and to highlight that recent advancements in AI-powered somatic cancer cell analysis may enhance early detection and personalize treatment strategies.Methods: This study leveraged a comprehensive survival and artificial intelligence (AI) powered analysis to identify key genomic and clinical factors influencing cancer prognosis, with a focus on early metastatic detection. The AI algorithms explored the possibility of detecting tumors with a high spread risk. The study underscored the critical role of AI-powered analysis in the early detection of metastasis and the personalization of treatment strategies in cancer care.Results: By leveraging advanced AI algorithms, key predictors of cancer prognosis such as fraction genome alteration, primary tumor site, and smoking history, all of which significantly influence metastasis outcomes, were identified. Furthermore, the models demonstrated exceptional predictive accuracy, with XGBoost and Support Vector Machines achieving an accuracy of 0.95.Conclusion: Integrating AI capabilities into clinical workflows holds the promise of significantly enhancing early detection and treatment of metastatic cancer, thereby improving patient outcomes and optimizing therapeutic interventions.
Designing a Sustainable Entrepreneurship Skills Development and SMME Growth Model for Zimbabwe: Lessons Learned from Masvingo Province Investigation SEELETSE, Solly Matshonisa; Jongwe, Pamire; Ndobe, Tsakani Violet; Ladzani, Watson Mmboswobeni
REVENUE: Jurnal Manajemen Bisnis Islam Vol. 6 No. 1 (2025)
Publisher : Sharia Business Management UIN Raden Intan Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/2ztbwj21

Abstract

Small, Medium, and Micro Enterprises (SMMEs) are pivotal to Zimbabwe's economic growth. Yet, they face significant challenges, such as limited access to finance, inadequate infrastructure, regulatory barriers, and a lack of entrepreneurial skills. This manuscript presents the design of a sustainable entrepreneurship skills development and SMME growth model referred to as Objectives, Phased Framework, and Enabling Ecosystem (OPFEE)  based on insights from a comprehensive investigation conducted in Masvingo Province. The study highlights the essential elements of fostering a conducive environment for SMME growth, emphasizing the need for practical skills, financial inclusion, infrastructure, and regulatory reform. It outlines a phased approach to support entrepreneurship in Zimbabwe, identifying the critical steps needed to transform SMMEs into key drivers of economic growth.