We are indebted to all the students who consented to participate in the study as well as our University of Georgia Biology Education Research Group colleagues for their critical feedback and support. We also wish to thank Daniel Z. Grunspan who generously shared raw data to test the SNA code he developed and published as a primer, Paola Barriga who provided excellent support in R programming for data visualization, Austin Lannen who helped extracting and organizing survey data for SNA, and Kim Brown who helped us with the logistics of conducting our research experiment in the BIOL 1108L laboratory classroom. This material is based upon work supported by the National Science Foundation under Grant - NSF#1659423 – Research Experiences for Undergraduates - UBERV2 program. Any opinions, findings, and conclusions, or recommendations expressed in this material are those of the author(s), and do not necessarily reflect the views of the National Science Foundation.