This lesson is based on a 2021 study by Straw, Carpentier, and Brown entitled, "Roundup causes high levels of mortality following contact exposure in bumble bees." Students will learn about the ecosystem effects of pesticide use and the concept of surfactant co-formulants, then receive background information on survival analysis. Using the data from three of this study's experiments, students will run their own survival analyses and create survival plots in R. 

• Alyssa Hoekstra
• Andrew Cameron
• Andrew Cameron
• Anna Mika
• Brian Tyler Dagliano
• Brycen Boettcher
• David Sale
• Drew LaMar
• Dylan Stephens
• Elizabeth W Edmondson
• Emily Hastings
• Emma Powell
• Erik Kaseloo
• Evan Blais
• Gabriela Giacomangeli
• Grace Lumsden-Cook
• Hayley Orndorf
• Herman Tomasi
• Holly Robison
• Jackie Luu
• James R Vonesh
• John McIntosh
• Julia L. Josephs
• Kristine Grayson
• Leah Shotwell
• Liz Buikema
• Madison E Hagen
• Madison Guyton
• Madison Whitehurst
• Mary Roseblock
• Maxcy Nicole Hill
• Megan Black
• Melanie Del Pozo
• Nina Brundle
• Paige Punzalan
• Rachel Kline
• Sam S Donovan
• Sarah B Fones
• Timothy Owen
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• Pesticide-Driven Bee Mortality: An Introduction to Survival Analysis in R v.2.0 - published 26 Jan 2023 in Teaching Materials