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Developing Data Literacy Skills and Connecting the Student Experience in the Classroom to the Community Through Biodiversity Projects

Undergraduate education and long-term science literacy are enhanced by integrating data projects with public datasets and creating analysis summaries. Underutilized public datasets are often generated by community-based or citizen science projects to address conservation issues supported by local residents. The objectives of this course activity are for students to contribute to a community science project, observe local species diversity, develop biodiversity questions, and apply data science techniques. Engaging students in these local projects enhances their understanding of the scientific process and its broader impacts on their community. The City Nature Challenge (CNC) is an annual global community science event where students participate by documenting species observations with the iNaturalist application, similar to localized BioBlitz events. Students are guided through using the iNaturalist database to practice biodiversity calculations then data is collected through participation in CNC (or a BioBlitz event an instructor arranges for their class). Spreadsheet software is used by students to organize, analyze, and summarize their relevant data to their peers. Students join the iNaturalist community of observers, which includes professional and non-professional naturalists. Therefore, students can see the themselves as scientists by contributing locally relevant data to a global and digital community of scientists. Experience working with large datasets such as the CNC iNaturalist dataset is essential for STEM careers and building data literacy. Implementing these experiences in classrooms will provide students unique opportunities to learn more about local biodiversity, develop interdisciplinary skills and positively influence a global network of scientists.

Primary image: Students recording biodiversity observations in an open field. At the annual Macaulay Honors College BioBlitz, students are divided into teams to explore a specific NYC park and record the animal and plant life they observed, which they later used to generate biodiversity reports including the species richness and abundances for the park.

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My Dog IS My Homework: Exploring Canine Genetics to Understand Genotype-Phenotype Relationships

To facilitate understanding of the fundamental genetic concept of the genotype-phenotype relationship in our introductory biology students, we designed an engaging multi-week series of related lessons about canine genetics in which students explore and answer the question, "How does the information encoded in DNA lead to physical traits in an organism?" Dogs are an excellent model organism for students since the genetic basis for complex morphological traits of various breeds is an active area of scientific research and dog DNA is easily accessible. Additionally, examination of students' pets offers a relatable, real-world, connection for students. Of the more than 19,000 genes that control canine genetics, simple genetic mutations in three genes are largely responsible for the coat variations of dogs –specifically, the genes that control hair length, curl, and the presence/absence of furnishings. In our lessons, students collect DNA samples from dogs, isolate and amplify targeted sections of DNA through polymerase chain reactions (PCR), and then sequence and analyze DNA for insertions and single nucleotide polymorphism (SNP) mutations. Utilizing gel electrophoresis and bioinformatics tools, students connect how the physical manifestation of traits is rooted in genetic sequences. Students also participate in discussions of scientific literature, group collaboration to construct a final poster, and presentation of their findings during a mock scientific poster conference. Through this module students engage in progressive exploration of genetic and molecular techniques that reveal how simple variations in a few DNA sequences in combination lead to a broad diversity of coat quality in domestic dog breeds.

Primary image. Genetic Analysis of Canine Coat Morphologies. Three dogs with differing coat morphologies analyzed by students (A, B, C), an agarose gel post-electrophoresis (D), and a chromatogram of a DNA sequence highlighting a relevant mutation (E). This collage contains original images taken by authors and course participants.

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Emily Rude onto Genetics

CURE-all: Large Scale Implementation of Authentic DNA Barcoding Research into First-Year Biology Curriculum

Growing calls in science education reform have emphasized wide-scale engagement of first-year undergraduate students in authentic research experiences; however, large course enrollments, inadequate student experience, limited resources and departmental inertia often create obstacles to reaching this goal. To help overcome these obstacles, the Department of Biology at James Madison University (JMU) has developed a cost-effective, scalable, and transferable semester-long (14-week) course-based undergraduate research experience (CURE) designed for large enrollment introductory biology labs. In this series of labs, first-year students use DNA barcoding to engage in authentic research practices drawn from the fields of ecology, molecular biology, and bioinformatics. These labs enable students to identify local species of plants, fungi, and invertebrates using student-generated DNA barcode sequences, which are then shared through a public database. Since their implementation at JMU in 2016, students in these labs have created and shared over 1,500 unique DNA barcode sequences and documented over 300 local species of plants, fungi, and invertebrates. These data are being used in an ongoing project comparing the biodiversity of forest edge versus forest interior habitats, but the labs are adaptable to almost any habitat or taxonomic group. In this article, we provide detailed descriptions of the content, logistics, and implementation of this 14-week series of labs. To our knowledge, this is among the largest-enrollment CUREs being offered to first-year undergraduates in the United States, and we hope that it can be useful to other institutions interested in documenting biodiversity and engaging introductory biology students in authentic research.

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Emily Rude onto Evolution - Phylogeny

Biostatistics using R: A Laboratory Manual

Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language to biology majors.

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Investigating Cell Signaling with Gene Expression Datasets

Modern molecular biology is a data- and computationally-intensive field with few instructional resources for introducing undergraduate students to the requisite skills and techniques for analyzing large data sets. This Lesson helps students: (i) build an understanding of the role of signal transduction in the control of gene expression; (ii) improve written scientific communication skills through engagement in literature searches, data analysis, and writing reports; and (iii) develop an awareness of the procedures and protocols for analyzing and making inferences from high-content quantitative molecular biology data. The Lesson is most suited to upper level biology courses because it requires foundational knowledge on cellular organization, protein structure and function, and the tenets of information flow from DNA to proteins. The first step lays the foundation for understanding cell signaling, which can be accomplished through assigned readings and presentations. In subsequent active learning sessions, data analysis is integrated with exercises that provide insight into the structure of scientific papers. The Lesson emphasizes the role of quantitative methods in research and helps students gain experience with functional genomics databases and data analysis, which are important skills for molecular biologists. Assessment is conducted through mini-reports designed to gauge students' perceptions of the purpose of each step, their awareness of the possible limitations of the methods utilized, and the ability to identify opportunities for further investigation. Summative assessment is conducted through a final report. The modules are suitable for complementing wet-laboratory experiments and can be adapted for different courses that use molecular biology data.

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Passion-Driven Statistics

E-book in .pdf format and customizable .iba format

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Simple, Accessible River-Based Field Investigation of Riverine Microplastics

Scientists have discovered that microplastic pollution is ubiquitous in the environment, but the small size of these microscopic pollutants prohibits most people from recognizing their prevalence. This river-based field lesson will introduce environmental science students to this emerging environmental concern, and encourages them to explore microplastics in their local waterways with sample collection, density separation and field-based microscopy. Students will appreciate the opportunity to connect to this topic from anywhere in the world, allowing them to see microplastics with their own eyes and without the use of sophisticated equipment. In addition, this lesson helps students recognize their own personal impact on microplastic pollution and identify ways to reduce their creation of microplastics.

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Is Earth Currently Undergoing a Sixth Mass Extinction?

The five Phanerozoic mass extinctions were central in shaping biodiversity on Earth today. Due to increasing biodiversity losses, there is debate about whether we are currently undergoing a sixth mass extinction. To help students better understand these issues and explore the ongoing debate, we developed a lesson that uses active learning approaches including small-group work, poll questions, and whole-class discussion. This lesson provides an overview of major events in Earth’s history, an introduction to extinction and mass extinction, and past and present conservation efforts. Students were assessed using two short take-home assignments, in-class poll questions, and quiz questions. Here we provide detail about the lesson and summarize student performance on the assessments.

Primary image: This image was adapted from work shared under a Creative Commons License (https://commons.wikimedia.org/wiki/File:Nature_timespiral_vertical_layout.png)

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Louse Genetics, Genomics, and Gene Function...Oh My!

In this module, students will be investigating a louse gene with an unknown function to determine if it might be important in the evolution of the louse ecomorphs.

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Emily Rude onto Genetics

V&C - Unpacking a Movement and Sharing Lessons Learned

Vision and Change in Undergraduate Biology Education: Unpacking a Movement and Sharing Lessons Learned

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The Undergraduate Student Experiences with Citizen Science (USE CitSci) Network: Opportunities for Involvement

Poster presented at the 2023 C*Science Association meeting

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The Undergraduate Student Experiences with Citizen Science (USE CitSci) Network: Easing Instruction, Improving Learning, and Broadening Science Participation

Poster presented at the 2021 Citizen Science Association meeting

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From panic to pedagogy: Using online active learning to promote inclusive instruction in ecology and evolutionary biology courses and beyond

Harris, B.N., P.C. McCarthy, A.M. Wright, H. Schutz, K.S. Boersma, S.L. Shepherd, L.A. Manning, 2020. From panic to pedagogy: Using online active learning to promote inclusive instruction in ecology and evolutionary biology courses and beyond. Ecology and Evolution 10: 12581–12612. https://doi.org/10.1002/ece3.6915 

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Cultivating inclusive instructional and research environments in ecology and evolutionary science

Emery, N.C., Bledsoe, E.K., Hasley, A.O. and Eaton, C.D., 2020. Cultivating inclusive instructional and research environments in ecology and evolutionary science. Ecology and Evolution. https://onlinelibrary.wiley.com/doi/full/10.1002/ece3.7062 

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Reimagining publics and (non) participation: Exploring exclusion from science communication through the experiences of low-income, minority ethnic groups

Dawson, E. 2018. Reimagining publics and (non) participation: Exploring exclusion from science communication through the experiences of low-income, minority ethnic groups. Public Understanding of Science 27: 772–786. https://doi.org/10.1177/0963662517750072 

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“Not designed for us”: How science museums and science centers socially exclude low‐income, minority ethnic groups

Dawson, E. 2014. “Not designed for us”: How science museums and science centers socially exclude low‐income, minority ethnic groups. Science Education 98: 981–1008. https://onlinelibrary.wiley.com/doi/full/10.1002/sce.21133 

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Equity in informal science education: developing an access and equity framework for science museums and science centres

Dawson, E. 2014. Equity in informal science education: developing an access and equity framework for science museums and science centres. Studies in Science Education 50: 209–247. https://www.tandfonline.com/doi/full/10.1080/03057267.2014.957558 

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Male principal investigators (almost) don’t publish with women in ecology and zoology

Salerno, P.E., M. Páez-Vacas, J.M. Guayasamin, and J.L. Stynoski. 2019. Male principal investigators (almost) don’t publish with women in ecology and zoology. PLoS One 14: e0218598. https://doi.org/10.1371/journal.pone.0218598

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Science faculty’s subtle gender biases favor male students

Moss-Racusin, C.A., J.F. Dovidio, V.L. Brescoll, M.H. Graham, and J. Handelsman. 2012. Science faculty’s subtle gender biases favor male students. Proceedings of the National Academy of Sciences, USA 109: 16474–16479. https://doi.org/10.1073/pnas.1211286109 

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A synthesis of expertise and expectations: women museum scientists, club women and populist natural science in the United States

Madsen-Brooks, L. 2013. A synthesis of expertise and expectations: women museum scientists, club women and populist natural science in the United States, 1890–1950. Gender & History 25: 27–46. http://dx.doi.org/10.1111/gend.12010 

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Challenging science as usual: women’s participation in American natural history museum work

Not open access 

Madsen-Brooks, L. 2009. Challenging science as usual: women’s participation in American natural history museum work, 1870–1950. Journal of Women’s History 21: 11–38. https://doi.org/10.1353/jowh.0.0076 

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Coming out in STEM: factors affecting retention of sexual minority STEM students

Using a national longitudinal survey data set from the Higher Education Research Institute, this study tested whether students who identified as a sexual minority (for example, lesbian, gay, bisexual, or queer) were more or less likely to persist after 4 years in science, technology, engineering, and mathematics (STEM) fields, as opposed to switching to a non-STEM program, compared to their heterosexual peers. A multilevel regression model controlling for various experiences and characteristics previously determined to predict retention in STEM demonstrated that, net of these variables, sexual minority students were 7% less likely to be retained in STEM compared to switching into a non-STEM program. Despite this finding, sexual minority STEM students were more likely to report participating in undergraduate research programs, and the gender disparity in STEM retention appears to be reversed for sexual minority STEM students.

Hughes, B.E., 2018. Coming out in STEM: factors affecting retention of sexual minority STEM students. Scientific Advances 4: eaao6373. https://doi.org/10.1126/sciadv.aao6373 

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Parenting in the field of myrmecology: career challenges in the 21st century

de Oliveira Ramalho, M., Decio, P., de Albuquerque, E.Z. and Esteves, F., 2020. Parenting in the field of myrmecology: career challenges in the 21st century. Boletim do Museu Paraense Emílio Goeldi-Ciências Naturais15(1), pp.27-37. http://editora.museu-goeldi.br/bn/artigos/cnv15n1_2020/parenting(ramalho).pdf 

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Systemic inequalities for LGBTQ professionals in STEM

 LGBTQ STEM professionals were more likely to experience career limitations, harassment, and professional devaluation than their non-LGBTQ peers. They also reported more frequent health difficulties and were more likely to intend to leave STEM. These trends were similar across STEM disciplines and employment sectors. 

Cech, E.A. and Waidzunas, T.J., 2021. Systemic inequalities for LGBTQ professionals in STEM. Science Advances7(3), p.eabe0933. https://advances.sciencemag.org/content/7/3/eabe0933.abstract 

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