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Item Child Labor in Sindh, Pakistan: Patterns and Areas in Need of Intervention(Stats, 2024-11) Maqbool, Nadia; Newton, Paul; Shah, TayyabChild labor remains a predominant issue in Pakistan despite the country’s existing policies and frameworks aimed at abolishing it. Through this study, we investigated the child labor distribution across Sindh and examined the factors that shape the regional patterns. We analyzed the data available through the 2018–19 Sindh Multiple Indicator Cluster Surveys, MICS 6, from 20,030 households with 40,633 children in the 5–17 age bracket. By applying prevalence statistics, chi-square tests, and regression modeling to these data, we investigated the trends in child labor prevalence, identified the correlation between child labor and various socioeconomic and geodemographic variables, and finally mapped the geospatial patterns of child labor across districts in Sindh, enabling us to identify and prioritize the districts in need of immediate intervention. The findings revealed that about 20 percent of the children in Sindh are engaged in child labor, with a high prevalence among males and in the 15–17 age bracket. Moreover, poverty and rural dwellings raise this issue. Other socioeconomic and geographic factors reinforcing this issue are a lack of education among children, mothers, or caretakers and mothers’ or caretakers’ functional difficulties. However, children’s functional difficulties lower their prevalence in labor. Among the 29 districts across Sindh, Kambar Shahdadkot has the highest prevalence of child labor.Item Device Based Caregiver Training During Humanitarian Crises(University of Saskatchewan, 2025-04-11) Nickel, JonathanThis paper explores the development and implementation of a device-based training program for caregivers during humanitarian crises, in collaboration with World Without Orphans (WWO). The project described here aims to adapt WWO’s Hope Groups facilitator training, originally intended to be completed in-person, into an accessible, engaging, and interactive online format using Rise 360 – a product of Articulate 360. The project addresses the urgent need for scalable training solutions to support caregivers in crisis situations, such as war, displacement, and natural disasters. The literature review highlights the critical role of parental support in mitigating the adverse effects of crises on children, emphasizing the importance of mobile device accessibility and engagement through technology. The adaptation process of the Hope Groups curriculum is explained, with emphasis on enhancing and transforming learning experiences through the SAMR model. The project includes 15 microlessons, covering essential topics such as coping with loss, maintaining safety, and fostering resilience. The project highlights the challenges and rewards of collaborating with NGOs, the importance of cybergogy in creating engaging online learning environments, and the potential for future adaptations and translations of the training materials. The project aims to equip facilitators with the necessary tools to effectively support caregivers, ultimately benefiting vulnerable children in crisis-affected regions.Item Enhancing Computer Science Assessment with AI-Assisted Software Development(University of Saskatchewan College of Education, 2025-04-02) Brett William BalonThis project report examines the AI-assisted development and implementation of a software grading system designed to enhance efficiency, accuracy, and pedagogical integrity in secondary computer science (CSC) education. Developed by a CSC educator with no formal programming background, the project explores the viability of AI-assisted software creation for automating grading processes while maintaining data privacy, reducing instructor workload, and preserving human oversight in assessment. The software, constructed through iterative refinement with AI-generated code, demonstrates how educators can leverage emerging technologies to optimize instructional design (ID) and improve learning outcomes without compromising professional autonomy or ethical considerations. This report positions AI-enhanced grading within the broader discourse of automation in education, highlighting both opportunities and challenges associated with AI-driven instructional tools. Unlike commercially available grading software, which often relies on external data processing and proprietary algorithms, this system operates entirely within local networks, prioritizing transparency and security. The project addresses critical concerns such as trust in automated assessment, scalability, and the accessibility of AI tools for educators with limited programming experience. Beyond its technical contributions, this report examines the pedagogical implications of integrating AI into assessment design. Drawing from Rancière’s philosophy of intellectual emancipation, the development of this system reflects an iterative, inquiry-based learning process, wherein cycles of refinement and problem-solving parallel broader educational paradigms. AI is framed not as a replacement for human expertise, but as an augmentative tool that, when applied with intention and oversight, has the potential to enhance both teaching practices and student engagement. By approaching AI-driven instructional design from an educator’s perspective rather than a computer scientist’s, this report provides practical insights for teachers seeking to integrate AI-assisted tools into their workflow. It argues that AI, when implemented responsibly, can serve as a means of professional empowerment, supporting pedagogical goals while maintaining ethical and instructional integrity.Item Preparing Educators to Teach and Create With Generative Artificial Intelligence(Canadian Network for Innovation in Education (CNIE), 2024) MacDowell, Paula; Moskalyk, Kristin; Korchinski, Katrina; Morrison, DirkTeachers skilled in using generative artificial intelligence (GAI) have advantages in terms of increased productivity and augmented instructional capabilities. Alongside the rapid advancement of GAI, teachers require authentic learning opportunities to build the confidence and expertise necessary for engaging with these technologies creatively and responsibly. This article provides an illustrative case of preparing preservice and in-service teachers with the knowledge, skills, and mindsets to teach and create with GAI. Using a self-study method to investigate professional practices, we analyzed the curriculum, instruction, and assessment in an upper-level undergraduate course in multimedia design and production. Thirty-five teachers engaged in experiential activities focussed on developing artificial intelligence (AI) literacy, alongside a collaborative assignment to co-author an open-access textbook, Teaching and Creating With Generative Artificial Intelligence. To support equitable and inclusive access to the educational benefits offered by AI, the Student Artificial Intelligence Literacy (SAIL) framework was developed. SAIL facilitates student AI literacy through curriculum engagement and three distinct types of interactions: cognitive, socio-emotional, and instructor-guided. Building on lessons learned from the COVID-19 pandemic regarding the issues with technology training for teachers in Canada, five recommendations are offered to facilitate the meaningful integration of AI literacy in teacher education programs.Item Preparing for the demands of tomorrow: Using AI to support grade 12 academic writing instruction(2024) Korchinski, KatrinaPreparing secondary students for the rigor of post-secondary academic writing goes beyond teaching the five-paragraph essay and grammatical conventions. The arrival of generative artificial intelligence (GAI) requires educators to understand the intricate relationship between technology and literacy. Building AI literacies in student writers is essential, as GAI is here to stay. Recognizing its potential, adapting teaching methods, and integrating AI literacy into writing instruction is crucial for preparing the next generation of communicators for their academic and professional futures. Those who value writing refute the notion that students no longer need to learn how to write, and current literature shows that GAI does not eliminate the need for skilled writers but rather signals a shift in literacy instruction. While GAI may offer unethical shortcuts, students must still learn how to independently express their ideas, demonstrate knowledge, and engage in critical thinking. They need to learn to use GAI tools as aids, not crutches. To enter university as confident writers, secondary students require scaffolded instruction, mentorship, practice, review, feedback, and reflection, all supported by the ethical use of GAI tools. This project focuses on teaching ethical use of AI in writing and enhancing composition through the Cognitive Process Theory of Writing. Lesson plans and resources are included to encourage teacher integration of AI literacy into classroom writing instruction.Item Reparative futures(Futures, 2024-09-14) Myers, Kevin; Nally, David; Paulson, JuliaThe past is present in all future making activities. However, there is more that futuring processes can do to engage with past-present relationships, namely by bringing to the fore frameworks of reparation and redress. This article explores how ideas of reparative action may offer generative resources for Futures Studies. It suggests that in order to create futures characterised by justice it is essential to listen to and engage with ongoing histories of repression, violence and domination and find ways to talk about the past that support individuals, communities and nations to reimagine and remake social relations that are just and inclusive. The article explores reparative futures as they are negotiated in practice, through the lens of their pedagogical potential and ethical demands, and as world-making political possibilities. In doing so, it highlights the necessity for enhanced dialogue between Future Studies and the ‘reparative turn’ within the humanities and social sciences. We explore the tensions and unresolved questions of reparative futures along with the possibilities for future-making practices characterised by justice, care, creativity and humility for humans and nonhumans.