Research in Social Sciences and Technology
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Understanding Barriers to STEM: Teachers' Insights on African American Underrepresentation
This study focuses on the development of a measurement instrument to identify Middle and High School mathematics and science teachers’ beliefs about the main factors of underrepresentation of African American students in STEM (Science, Technology, Engineering, and Mathematics) fields. The research method using the stages of instrument development were (1) test design which involved construction of initial item pool by conducting extensive review of literature and coding of participating teachers personal statements (2) determination of validity which involved expert review process to confirm construct and face validity of items, (3) pilot testing which involved collecting data from a second set of participants, (4) determination of reliability which involves conducting a reliability analysis based on data collected from pilot testing and (5) determination of factorial structure which involved Exploratory Factor Analysis (EFA) to identify underlying factors in participating teachers’ belief structures. First, to obtain trustworthy information, voluntary middle and high school mathematics and science teachers were asked to write personal statements where they explain their main reasons for choosing teaching as a career. Secondly, qualitative data obtained from participating teachers’ personal statements were coded. Coding was applied to identify and to group the phrases or sentences that convey the same or similar reasons. Then results from an extensive literature review on this topic were blended in teachers’ common expressions which were determined because of coding procedure. Then 8 content experts assessed content validity and face validity. Finally, the survey was piloted to African American middle and high school mathematics and science teachers. Fifty-three (53) surveys were completed and received back from teachers. Then, exploratory factor analysis was conducted to identify any underlying factors in the scale. Reliability analyses were also conducted for both the entire survey and for each of the factors. Results of the study suggested four underlying components: (1) Access and Resources, (2) Role Models and Representation, (3) Bias and Discrimination, (4) Curriculum and Pedagogy
Mathematics Education Lecturers’ Experiences of a Virtual Writing Retreat and its Impact on Publication Output
Departmental writing retreats for academics in higher education are one of the strategies used to enhance publication outputs and information sharing as well as the development of research discourse. Using a collaborative autoethnographic reflexivity approach, the aims of this consolidative analysis were to identify the attributes that the participants (seven Mathematics Education researchers) regarded as effective in the online writing retreat and examine the components of the writing retreat that facilitated publication output. This paper employs Wenger’s Community of Practice as the theoretical frame to critically evaluate reflective experiences from the online writing retreats. Fairclough’s Critical Discourse Analysis was used to analyse reflective experiences. The analysis unearthed many personal research needs and some of the key elements of the writing retreat that were regarded as conducive to fast tracking and advancing publication outputs. The elements I focus on in this paper are protected quality time and space to write; formation of a community of practice and attending to reviewers’ post-review comments. The contention is that researchers can achieve greater publication outputs for their departments and organisations during the writing retreats, particularly when provided with critical and formative feedback on their writing. Further research should be conducted to explore and examine researchers’ experiences of attending the writing retreats, especially using online platforms, as well as understanding the elements of writing retreats that advance the publication outcomes.  
Introducing a Supportive Framework to Address Students’ Misconceptions and Difficulties in the Learning Mathematical Proof Techniques: A Case of Debark University in Ethiopia
This research article is about "Introducing a Supportive Framework to Address Students' Misconceptions and Difficulties in Learning Mathematical proof techniques (MPT): A Case of Debark University”. This study aims to develop, introduce, and implement a supportive framework to overcome students’ misconceptions and difficulties in MPT. The framework, named IR2CP2CE, was developed, introduced, and implemented at Debark University in Ethiopia using various data-gathering instruments such as questionnaires, interviews, classroom observations, and document analysis from students and instructors. The study collected data over four months, including the implementation of a supportive framework using mixed, quasi-experimental, and pragmatism research approaches, designs, and paradigms respectively. The internal reliability of the data-gathering instruments was interpreted using Cronbach’s coefficient, Spearman-Brown, Spearman correlations, Kuder-Richardson 20 and 21, and difficulty and discrimination indices. The results showed that the implementation of the supportive framework led to significant improvements in students’ academic performance in MPT, regardless of factors such as gender, academic year category, and preliminary knowledge and proving skills. This study recommends additional imperatives for practice and future research. 
A Quest to Nurture Creativity in Technology Classrooms: Are Physical Factors a Spanner in the Works?
Nurturing creativity in Technology classrooms will, potentially, prepare learners for adaptability to the sweeping transformations that the new industrial revolutions portend and equip them to maximise the opportunities inherent in these revolutions. This study examined the effects of physical factors on the development of creativity in Grade 9 Technology classrooms. A qualitative research design was employed to purposively sample three Grade 9 Technology teachers to participate in this study. Open-ended questionnaires and non-participant observations were used as the methods of data collection for the study and the data were analysed thematically. The research findings show that creative pedagogy and the resultant development of creativity in the classroom, to a significant extent, are influenced by physical factors – class size and availability of Technology equipment. The study contributes to the body of knowledge by outlining how unfavourable physical conditions hinder the development of creativity skills in Technology classrooms, which is a core objective of the Curriculum Assessment Policy Statement (CAPS) guiding Technology education in South Africa. The study outlines the importance of a conducive learning environment to the quest to enhance learners’ creativity. Furthermore, the study recommends solutions to the paucity of resources for the enhancement of creativity in the Technology classrooms. 
Gender Stereotyping and Social Norms: Exploring Theoretical Perspectives and Educational Implications
This review is a theoretical paper which examined gender stereotyping and social norms. The review was supported by feminist theory, critical theory and social psychology theory. The review utilizes a comprehensive strategy to investigate the theoretical lenses and consequences of gender stereotyping and social norms. The approach comprised of a few key stages. A survey incorporating gender stereotyping, social norms, feminist theory, critical theory and social psychology to assemble an all encompassing comprehension of the review was done. The review of gender stereotyping and social norms through critical assessment of key idea and viewpoints from feminist theory, critical theory and social psychology. The structure for revealing perplexing social peculiarities is given by the integration of feminist theory, critical theory and social psychology theory. This enlightened the basic component of inequality and injustice by considering the joint impact of gender, power and social setting. The review revealed the pervasive nature of gender stereotyping and social norms, their effect on causing inequality and injustice and the significance of promoting gender equality and social equity. In this way, the significance of interdisciplinary collaborative effort and combined actions in addressing the issue of gender stereotyping and social norms within educational setting and more extensive cultural setting. It emphasized the need for holistic approaches that will consider the broad intersection of power, ideology, and social issue in order to create gender equality and social justice both in the social and educational domain.  
Assessment of Item Parameter and Model-Data Fit of 4IR Teachers' Effectiveness Scale in Secondary Schools
In secondary schools in Southwest Nigeria, the Fourth Industrial Revolution Chemistry Teachers Effectiveness Scale (4IRCTES) items were evaluated for discrimination item parameter and model-data fit to the underlying construct. In this study, a descriptive survey research design was employed. The survey encompassed 4,986 Chemistry teachers in the southwestern region of Nigeria. 35 Chemistry teachers made up the study’s sample. 4IRCTES was the instrument utilised to collect the data. Research question two was based on the absolute overall model-data fit, or M2 statistic, whereas research question one used the Multidimensional Graded Response Model (MGRM) of the Item Response Theory (IRT) to analyse the item parameter (item discrimination). Result showed that items of 4IRCTES discriminated well between teachers with low effectiveness and teachers with high effectiveness. Finally, in the study, result showed that the MGRM of the IRT is the substantial model-data fit for the 4IRCTES. The study concluded that the 4IRCTES items effectively distinguished between teachers who were ineffective and those who were effective
Accelerating Graduate Employability through Work-Integrated Learning
Work integrated learning (WIL) encompasses educational experiences that merge academic knowledge and practical application in a professional setting, benefiting both students and the existing workforce. The objective of incorporating WIL into education is to foster the integration of theoretical understanding by engaging students in a combination of academic coursework and hands-on work-related activities. With the rise in unemployment, WIL appears to help organizations to get graduates that have all the attributes and skills relevant in the world or work, thereby expanding and growing their businesses ensuring greater prosperity for all concerned. The aim of this article was to assess the role Work Integrated Learning in accelerating Graduate Employability. Four WIL coordinators from different academic programmes that offer WIL as a module participated in this paper. Data was analysed using Thematic analysis, following Braun & Clark steps. The study revealed a direct correlation between academic performance and practical application in the professional setting. This paper therefore argues that WIL programmes can contribute immensely to the overall development of graduates and increase their chances of employment. The study revealed that WIL coordinators should review placement arrangements to improve WIL. This study found that Work Integrated Learning (WIL) has a positive effect on graduate employability and skills development, and that university WIL coordinators should review placement arrangements to ensure that students have enough training and development prior to placement. 
Accessibility Challenges of Using Podcasts and Vodcasts in a South African Distance Learning University
Academic writing presents a range of challenges for students, particularly those enrolled in distance university institutions. These challenges encompass various facets such as understanding citation and referencing, developing a distinctive writer’s voice, mastering academic discourse, paraphrasing, summarising, and adhering to academic conventions. Notably, deficiencies in academic writing skills often trace back to inadequate preparation during high school education, potentially leading to qualification deferment and high dropout rates. To tackle these challenges, podcasts and vodcasts emerged as essential tools to bridge academic gaps, catering to diverse learning styles and offering flexibility beyond traditional teaching methods. However, the efficacy of supplemental multimedia tools warrants exploration, considering uncertainties regarding student acceptance. Thus, this study aimed to identify accessibility challenges, to reduce existing barriers and enhance accessibility in open distant institutions. Utilising qualitative research methodologies, including focus group discussions and literature analysis, data collection was conducted. The study drew upon Moore’s theory of transactional distance and Garrison et al.’s community of inquiry framework to create collaborative online interactions and meaningful lecturer-student engagement, culminating in the construction of new knowledge. Findings revealed that students did not encounter accessibility challenges and expressed preference for shorter podcasts and vodcasts. These multimedia formats alleviated boredom, clarified complex concepts, prevented monotony, enhanced attention and comprehension, stimulated interest, facilitated active learning, and accommodated various learning styles. Podcasts and vodcasts reduced transactional distance and created a sense of community. Contrary to prevailing literature, students did not encounter accessibility challenges, shifting the focus towards shorter, high-quality multimedia content rather than accessibility concerns. 
Elevating STEM Learning: Unleashing the Power of AI in Open Distance eLearning
The integration of Artificial Intelligence (AI) into Open Distance eLearning (ODeL) represents a significant evolution in STEM education, offering transformative benefits in teaching, learning and administrative processes. This conceptual paper explores how AI-driven platforms are revolutionising ODeL by providing personalised learning experiences, real-time feedback, adaptive assessments and immersive simulations through technologies like Augmented Reality (AR) and Virtual Reality (VR). These advancements not only enhance student engagement and understanding but also support the development of critical thinking and problem-solving skills. The paper highlights successful case studies from institutions like Carnegie Mellon University and Stanford Online High School, showcasing practical implementations of AI in STEM education. However, the integration of AI also brings forth challenges, particularly concerning data privacy, security and the need for equitable access to technology. As AI continues to advance, it promises to play an important role in lifelong learning, offering modular and just-in-time educational opportunities. The paper concludes with a call for robust ethical frameworks to guide the responsible use of AI in education, ensuring that the benefits are maximized while potential risks are mitigated
Student Teachers’ Resilience During The COVID-19 Pandemic: Navigating Remote Teaching Practice
This article explores student teachers’ resilience during the COVID-19 pandemic and their ability to thrive in online teaching practice. Amid the pandemic’s unprecedented challenges, student teachers exhibited remarkable adaptability in navigating the shift to remote teaching. Through qualitative research and thematic analysis, this article delves into student teachers’ experiences, highlighting their positive encounters with online teaching methodologies and tools. The findings underscore the importance of resilience and adaptability in the dynamic field of education, emphasising the valuable skills student teachers attained through their engagement with online teaching. Furthermore, the article explores the advantages of online practical assessments, shedding light on innovative evaluation methods that may shape future educational practices. Overall, the insights gleaned from this research contribute to a deeper understanding of student teachers’ experiences during times of educational transformation. Recommendations are also offered to integrate online teaching methods into teacher training programmes to enhance these students’ resilience and adaptability in the face of adversity