A pedagogical approach: toward leveraging mathematical modeling and AI to support integrating humanities into STEM education
This paper examines the transformative potential of integrating humanities into STEM education using interdisciplinary approaches, AI, and Model Eliciting Activities (MEAs). The integration is motivated by the increasing complexity of global challenges, such as climate change, which demand solutions...
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2025-01-01
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| Series: | Frontiers in Education |
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| Online Access: | https://www.frontiersin.org/articles/10.3389/feduc.2024.1396104/full |
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| author | Quintana M. Clark |
| author_facet | Quintana M. Clark |
| author_sort | Quintana M. Clark |
| collection | DOAJ |
| description | This paper examines the transformative potential of integrating humanities into STEM education using interdisciplinary approaches, AI, and Model Eliciting Activities (MEAs). The integration is motivated by the increasing complexity of global challenges, such as climate change, which demand solutions that extend beyond traditional STEM boundaries and incorporate ethical, cultural, and societal considerations. This study profiles a multi-year, NSF-funded project focused on enhancing STEM literacy among underrepresented minority students through agricultural sciences-based MEAs that address key societal challenges in health, energy, urban green spaces, and food security. The paper details the curriculum’s design principles, emphasizing real-world, culturally relevant contexts. Results indicate that while quantitative measures show limited significant changes in interest and motivation, qualitative findings highlight increased student engagement, especially regarding real-world issues. The study underscores the importance of structural and interactional components, such as culturally relevant pedagogy, for successful curriculum implementation. Future research is recommended to explore broader applications of this model across diverse educational settings, aiming to refine interdisciplinary educational frameworks that equip students with technical skills and ethical awareness to navigate societal challenges responsibly. This case study provides a framework for educators seeking to implement interdisciplinary approaches that prepare students to address complex global challenges by integrating technical skills with ethical and cultural understanding. |
| format | Article |
| id | doaj-art-4ce8452fdb234cf799ce837aca11690f |
| institution | Kabale University |
| issn | 2504-284X |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Education |
| spelling | doaj-art-4ce8452fdb234cf799ce837aca11690f2025-01-28T06:41:04ZengFrontiers Media S.A.Frontiers in Education2504-284X2025-01-01910.3389/feduc.2024.13961041396104A pedagogical approach: toward leveraging mathematical modeling and AI to support integrating humanities into STEM educationQuintana M. ClarkThis paper examines the transformative potential of integrating humanities into STEM education using interdisciplinary approaches, AI, and Model Eliciting Activities (MEAs). The integration is motivated by the increasing complexity of global challenges, such as climate change, which demand solutions that extend beyond traditional STEM boundaries and incorporate ethical, cultural, and societal considerations. This study profiles a multi-year, NSF-funded project focused on enhancing STEM literacy among underrepresented minority students through agricultural sciences-based MEAs that address key societal challenges in health, energy, urban green spaces, and food security. The paper details the curriculum’s design principles, emphasizing real-world, culturally relevant contexts. Results indicate that while quantitative measures show limited significant changes in interest and motivation, qualitative findings highlight increased student engagement, especially regarding real-world issues. The study underscores the importance of structural and interactional components, such as culturally relevant pedagogy, for successful curriculum implementation. Future research is recommended to explore broader applications of this model across diverse educational settings, aiming to refine interdisciplinary educational frameworks that equip students with technical skills and ethical awareness to navigate societal challenges responsibly. This case study provides a framework for educators seeking to implement interdisciplinary approaches that prepare students to address complex global challenges by integrating technical skills with ethical and cultural understanding.https://www.frontiersin.org/articles/10.3389/feduc.2024.1396104/fullSTEMhumanitiesartificial intelligencemodel-eliciting activitiesmathematical modelingethics |
| spellingShingle | Quintana M. Clark A pedagogical approach: toward leveraging mathematical modeling and AI to support integrating humanities into STEM education Frontiers in Education STEM humanities artificial intelligence model-eliciting activities mathematical modeling ethics |
| title | A pedagogical approach: toward leveraging mathematical modeling and AI to support integrating humanities into STEM education |
| title_full | A pedagogical approach: toward leveraging mathematical modeling and AI to support integrating humanities into STEM education |
| title_fullStr | A pedagogical approach: toward leveraging mathematical modeling and AI to support integrating humanities into STEM education |
| title_full_unstemmed | A pedagogical approach: toward leveraging mathematical modeling and AI to support integrating humanities into STEM education |
| title_short | A pedagogical approach: toward leveraging mathematical modeling and AI to support integrating humanities into STEM education |
| title_sort | pedagogical approach toward leveraging mathematical modeling and ai to support integrating humanities into stem education |
| topic | STEM humanities artificial intelligence model-eliciting activities mathematical modeling ethics |
| url | https://www.frontiersin.org/articles/10.3389/feduc.2024.1396104/full |
| work_keys_str_mv | AT quintanamclark apedagogicalapproachtowardleveragingmathematicalmodelingandaitosupportintegratinghumanitiesintostemeducation AT quintanamclark pedagogicalapproachtowardleveragingmathematicalmodelingandaitosupportintegratinghumanitiesintostemeducation |