The IDEMS Podcast
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© 2023 IDEMS International
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Stories from a social enterprise that uses mathematical sciences in impact-oriented work around the world. Our experiences range from helping some of the world's poorest farmers get value from data, to enabling academics to use AI responsibly in their teaching. We never know what our next task will be but the last 6 years have shown that it is likely to lead to a story.
240 Episodes
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Learning doesn’t come through passive consumption of information, but through doing. In this episode, Lily and David discuss the integration of STACK exercises into the PreTeXt textbooks that Lily has been working on – take a look at some previous episodes for more details. What if open textbooks could share the same bank of deep, automated-feedback assessments across multiple versions and courses?
What if educational resources could be available in a limitless variety of variants, each adapted to the tools students actually use? In this episode, David talks to Lily about a project she has been working on to convert open statistics and data science textbooks into the PreTeXt format. The discussion highlights why PreTeXt’s semantic structure and separation of authoring from publishing enable systematic changes across a book, supporting making software-specific and software-agnostic variants to tailor the books to various contexts where different approaches are more valuable.
Following previous episodes on Kenyan maths textbooks, Santiago and David reflect on the project from IDEMS’ perspective. They discuss the rapid push to complete open Grade 10 mathematics resources, driven by urgent teacher needs under the new curriculum and growing interest from the Kenyan Ministry of Education and CEMASTEA. They outline the core tools: a PreTeXt textbook designed for multiple variants, minimal STACK integration for mastery-focused interactive questions and feedback, and Moodle courses that combine short teacher training with learning-objective-based topic courses and forums for peer exchange and certification.
How do textbooks function differently across educational systems, and what happens when those systems operate in low-resource environments? Following on from previous episodes on the CBC open textbooks project in Kenya, Lucie Hazelgrove-Planel and David Stern discuss textbooks more generally. They discuss the different roles textbooks play in different educational contexts, and how a lack of contextualisation can block learning. They consider how an open textbook model, where they can be adapted into different variants without requiring an entirely new publication, could revolutionise the way textbooks are produced and used globally.
Students are increasingly turning to LLMs (Large Language Models) to solve maths exercises and get feedback. In light of this, is there still a place for deterministic online assessment tools like STACK? In this episode, Michele and David argue that this problem is an opportunity for educators and developers to build better alternatives, potentially embedding generative AI features in STACK to provide a more interactive, conversational experience. They consider more generally how LLMs affect exams, curriculum decisions, and student motivation, noting uncertainty about future skills and warning against reactive curriculum changes while encouraging experimentation.
David interviews Michael Obiero on the challenges of implementing Kenya's new Grade 10 Competency-Based Curriculum, such as resource shortages and unprepared teachers. To address these issues, they are developing digital resources, online courses, and a teacher support platform. Their grassroots initiative aims to create community-driven, context-sensitive solutions with the help of volunteers and limited funding. By fostering peer-to-peer learning and collaboration among teachers, they seek to build a sustainable model for adapting educational resources to various contexts and improving math education outcomes.
Lily and David discuss the significant influence of data collectors on survey variability and data quality, using examples from West Africa. They highlight the importance of thorough enumerator training to address issues like inconsistent definitions of household size.
In this episode Lily and David delve into the ANOVA (Analysis of Variance) tables, focusing on the sum of squares. They discuss how it helps account for data variability, and the difference between sum of squares and mean squares. The episode also touches on the limitations of p-values and emphasizes the ANOVA table's value as a descriptive tool, particularly in enhancing research methods in West Africa.
Lily and David discuss the application of ANOVA in agroecology research, focusing on its historical roots and its use as a descriptive tool. They emphasize the importance of understanding the degrees of freedom in the ANOVA table, highlighting its impact on effective data analysis and model fitting. This episode is part of the celebration of 20 years of research support in the region, showcasing the value of statistical methods in enhancing research outcomes.
Lily talks with Roger about an agricultural experiment in West Africa that revealed the impact of termite mounds on crop yield data. The discussion focuses on handling unexplained variability and the importance of recognizing outliers. Roger explains the necessity of removing certain plots to reduce data variability and achieve clearer results.
In this episode, Lucie and David discuss the complexities of sampling in research. They explore common misconceptions, and introduce three levels of sampling complexity. The episode highlights the necessity of understanding population structure and the compromises involved in effective sampling.
In this episode, Santiago and David delve into David's experiences at the Joint Maths Meeting. They highlight talks on applied category theory, reflecting on the importance of adapting presentations to different audiences. David shares insights on the role and impact of math camps in low-resource environments, comparing them to similar US-based initiatives. The discussion also covers innovative uses of AI in math education, including AI-driven assessments, and reflects on the collaborative and learning opportunities provided by large math conferences.
In this episode, Santiago and David discuss David's insightful experiences at the Joint Mathematics Meetings (JMM) in the U.S. They explore the significance of collaboration, the role of open educational resources like WeBWork, and the challenges and opportunities in both high-resource American universities and low-resource environments.
Lily and David discuss the nuanced distinction between managing and leading. They compare structured roles to leadership that emerges naturally, and consider leadership as servitude, given versus taken leadership, and the inverted pyramid approach that supports team members to take ownership and grow.
Lily and David discuss IDEMS' guiding principle of embracing diversity. They explore the benefits and significant challenges of this principle, including personal experiences and the organisation's journey. Despite difficulties, they highlight how diversity has strengthened IDEMS, providing adaptability and unique learnings, making IDEMS stronger as an organisation.
This is a follow-up to episodes 216 and 223, it is recommended to listen to those first. In this episode, Santiago and founding director David consider the nuances of achieving personalised education through the five quiz model. They highlight the importance of community involvement and localised context in creating adaptive, relevant learning experiences.
In this episode, Lily and David discuss transforming challenges in low-resource educational environments into opportunities. David shares his experiences in leveraging limited funding and facilities, advocating for individual initiative, and generating agency among students and staff.
In this episode, Santiago and David discuss the idea of personalised education within standardised education. They explore the challenges and opportunities of using adaptive learning technologies to customize educational materials for individual needs to thrive in standardised systems. They also touch on the historical context and future potential of educational tools.
Lucie and David discuss a $7,000 grant from Float, funding internships to support tech projects in West Africa and Kenya. The initiative will advance community tech in agroecology and prepare for a larger $45,000 workshop, emphasizing IDEMS' focus on capacity building and collaboration.
In this podcast episode, Santiago and David discuss IDEMS’ strategy for sustainable growth through Social Enterprise Impact Bonds. They revisit the concept of 'fundamentally profitable', emphasizing the need for financial sustainability to support impactful projects. The conversation highlights their unique funding model, offering ethical and secure returns for investors, aimed at fostering social impact while avoiding high-risk ventures.
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