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Social and Behavioral Sciences Commons

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Full-Text Articles in Social and Behavioral Sciences

Beyond Ethics: Considerations For Centering Equity-Minded Data Science, Nathan Alexander, Carrie Diaz Eaton, Anelise H. Shrout, Belin Tsinnajinnie, Krystal Tsosie Jul 2022

Beyond Ethics: Considerations For Centering Equity-Minded Data Science, Nathan Alexander, Carrie Diaz Eaton, Anelise H. Shrout, Belin Tsinnajinnie, Krystal Tsosie

Journal of Humanistic Mathematics

In this paper, we utilize duoethnography - a research method in which practitioners discursively interrogate the relationships between culture, context, and the mechanisms which shape individual autobiographical experiences - to explore what may be beyond ethics in the context of data science. Although ethical frameworks have the ability to reflect cultural priorities, a singular view of ethics, as we explore, often fails to speak to the multiple and diverse priorities held both within and across institutional spaces. To that end, this paper explores multiple perspectives, epistemologies, and worldviews that can collectively push researchers towards considerations of a data science education …


Towards Pedagogy Supporting Ethics In Modelling, Marie Oldfield Jul 2022

Towards Pedagogy Supporting Ethics In Modelling, Marie Oldfield

Journal of Humanistic Mathematics

Education for concepts such as ethics and societal responsibility that are critical in building robust and applicable mathematical and statistical models do currently exist in isolation but have not been incorporated into the mainstream curricula at the school or university level. This is partially due to the split between fields (such as mathematics, statistics, and computer science) in an educational setting but also the speed with which education is able to keep up with industry and its requirements. I argue that principles and frameworks of socially responsible modelling should begin at school level and that this would mean that ethics …


Contextualizing The Impact Of Faculty-Led Short-Term Study Abroad On Students’ Global Competence: Characteristics Of Effective Programs, Colleen Fisher, Laurel Iverson Hitchcock, Ashley Neyer, Stacy C. Moak, Sarah Moore, Scott Marsalis May 2022

Contextualizing The Impact Of Faculty-Led Short-Term Study Abroad On Students’ Global Competence: Characteristics Of Effective Programs, Colleen Fisher, Laurel Iverson Hitchcock, Ashley Neyer, Stacy C. Moak, Sarah Moore, Scott Marsalis

Journal of Global Awareness

Short-term faculty-led study abroad programs are high-impact pedagogical practices designed to enhance students' global competency. However, there is a gap in our understanding regarding the specific educational components of short-term faculty-led study abroad programs that promote global competency. This systematic review examined nearly two decades of research on such programs (n=86) to assess the educational components associated with increases in students' global competencies using Steinberg's (2017) educational components as a framework. Results indicated that the educational components included in global competency-building education abroad courses varied substantially across programs and global regions. The components most strongly supporting enhanced global competency were …


Using An Interdisciplinary Case Study To Incorporate Quantitative Reasoning In Social Work, Nursing, And Mathematics, Elizabeth Post, Mischelle Stone, Lauren Cavner Williams, Mary Beaudry Jan 2022

Using An Interdisciplinary Case Study To Incorporate Quantitative Reasoning In Social Work, Nursing, And Mathematics, Elizabeth Post, Mischelle Stone, Lauren Cavner Williams, Mary Beaudry

Journal of Mathematics and Science: Collaborative Explorations

Through the national consortium, SUMMIT-P, Ferris State University faculty collaborated to develop and scaffold mathematics and quantitative reasoning across disciplines to reduce math anxiety. Participants in this collaborative group included faculty from social work, nursing, and mathematics who developed a case study on a Hurricane Katrina scenario that necessitated calculating the need for emergency shelter, water, food, and medicine, and as a response to the potential for a Malaria outbreak. This particular case study allowed faculty to use the lens of social justice to teach mathematical concepts and provided an avenue for nursing and social work students to engage in …