“…Since then, two groups have unpacked the core concepts into more detailed frameworks Cary & Branchaw, 2017). For competencies, biology education researchers have enumerated a variety of specific scientific practices, including: science process skills (Coil, Wenderoth, Cunningham, & Dirks, 2010), experimentation (Pelaez et al, 2017), scientific literacy (Gormally, Brickman, & Lutz, 2012), responsible conduct of research (Diaz-Martinez et al, 2019), quantitative reasoning (Durán & Marshall, 2018;Stanhope et al, 2017), bioinformatics (Wilson Sayres et al, 2018), data science (Kjelvik & Schultheis, 2019), data communication (Angra & Gardner, 2016), modeling (Diaz Eaton et al, 2019;Quillin & Thomas, 2015), the interdisciplinary nature of science (Tripp & Shortlidge, 2019), and scientific writing (Timmerman, Strickland, Johnson, & Payne, 2011). Efforts to define general or STEM-wide education goals for college graduates can also inform how we teach competencies in biology, such as the Association of American College & University VALUE rubrics (Rhodes, 2010) and more targeted work on information literacy (Association of College and Research Libraries, 2015), communication (Mercer-Mapstone & Kuchel, 2017), and process skills (Cole, Lantz, Ruder, Reynders, & Stanford, 2018;Understanding Science, 2016).…”