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Full-Text Articles in Education

Combining Academics And Social Engagement: A Major-Specific Early Alert Method To Counter Student Attrition In Science, Technology, Engineering, And Mathematics, Andrew J. Sage, Cinzia Cervato, Ulrike Genschel, Craig Ogilvie Jun 2018

Combining Academics And Social Engagement: A Major-Specific Early Alert Method To Counter Student Attrition In Science, Technology, Engineering, And Mathematics, Andrew J. Sage, Cinzia Cervato, Ulrike Genschel, Craig Ogilvie

Geological and Atmospheric Sciences Publications

Students are most likely to leave science, technology, engineering, and mathematics (STEM) majors during their first year of college. We developed an analytic approach using random forests to identify at-risk students. This method is deployable midway through the first semester and accounts for academic preparation, early engagement in university life, and performance on midterm exams. By accounting for cognitive and noncognitive factors, our method achieves stronger predictive performance than would be possible using cognitive or noncognitive factors alone. We show that it is more difficult to predict whether students will leave STEM than whether they will leave the institution. More ...


The Personal Is Archival: Researching And Teaching With Stories Of Women Engineers, Scientists, And Doctors, Amy Bix Apr 2018

The Personal Is Archival: Researching And Teaching With Stories Of Women Engineers, Scientists, And Doctors, Amy Bix

History Conference Papers, Presentations and Posters

Personal stories from archives are essential to understand the historical gendering of American science, medicine, technology, and innovation. Advocates promoted science, medicine, and engineering to young men, yet the twentieth-century brought increasing numbers of women into STEM education and employment. This paper illustrates the above by offering guidance to key archival and digital collections that show how women (individually and as groups) made places for themselves in modern science, technology, and medicine. Sources illustrate complex intersections for women simultaneously shaping professional and personal identities. This paper suggests how historians can reach beyond individual biographies to build broader analyses that deploy ...