CourseSource: Resources

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Three Research-Based Quantitative Reasoning Modules for Introductory Organismal Biology Laboratories

We have designed three laboratory modules for an introductory organismal biology course with an emphasis on quantitative reasoning and data analysis skills. Module 1 tests for dimorphism in crayfish chelae using a paired statistical design. Module...

Courses: Introductory Biology Science Process Skills

allometryplantsAnatomytranspirationdimorphisminvertebrate biologyarthropodsplatyhelminths

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934

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202

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Thinking deeply about quantitative analysis: Building a Biologist's Toolkit

Vision and Change in Undergraduate Biology Education encouraged faculty to focus on core concepts and competencies in undergraduate curriculum. We created a sophomore-level course, Biologists' Toolkit, to focus on the competencies of...

Courses: Introductory Biology

Vision and ChangeRRStudioquantitative literacystatistical analysisScientific communication

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4212

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287

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Analysis of Microbiomes Using Free Web-Based Tools in Online and In-Person Undergraduate Science Courses

Our understanding of microbiomes, or the collection of microorganisms and their genes in a given environment, has been revolutionized by technological and computational advances. However, many undergraduate students do not get hands-on experiences...

Courses: Bioinformatics Ecology Ecology Microbiology

microbiomeDNA SubwayCyVerseCourse based undergraduate researchQIIME2ranacapa

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921

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338

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Quantifying Uncertainty and Distinguishing Data Sets in Introductory Physics

Physics labs are moving increasingly to open-ended experiments where students develop experimental physics skills, rather than verify textbook physics concepts. This sequence of activities sets the stage for this new kind of lab early in the...

Courses: Introductory Physics: Calculus-Based

statisticsMeasurementlaboratoryuncertaintypendulumexperimental skills

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1510

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436

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Using Images of Foraging Leaf-Cutter Ants to Teach Linear Regression

This lesson offers students a realistic, open-inquiry research experience, even when lab or field research is not possible. We first introduce students to leaf-cutter ants and how they forage. Then we provide images and videos of foraging...

Courses: Ecology Ecology Introductory Biology Science Process Skills

linear regressionexperimental designPlant-insect interactionsSymbiosisForaging behavior

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7984

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398

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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)...

Courses: Biochemistry and Molecular Biology Cell Biology

genomicstranscriptionsignaling

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3903

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Isolation and Functional Analysis of a Pancreatic Enzyme in an Introductory Student Lab

Structure and function are correlated at all levels of biology. This topic is typically addressed early in an undergraduate class in general or molecular biology before students have gained much skill or knowledge in molecular biology. However, an...

Courses: Biochemistry and Molecular Biology Introductory Biology

Protein StructureproteaseEnzymechemical bondscatalysissolubility

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3390

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Assessing Urban Biodiversity With the eBird Citizen Science Project: A Course-Based Undergraduate Research Experience (CURE) Module

The eBird citizen science module takes advantage of technology tools and online resources developed by the Cornell Laboratory of Ornithology (http://ebird.org) to achieve several learning objectives embedded in a semester-long upper-level biology...

Courses: Ecology Ecology Science Process Skills

datacitizen sciencecommunityBiodiversitySpecieshypothesishabitat

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1160

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183

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Fatty Acid Induction of Lipid Droplets in Cancer Cells

There is a growing need for the development and communication of cell culture-based laboratory activities specifically designed for undergraduate students. This multi-week laboratory activity allows students to take part in the planning,...

Courses: Cell Biology Science Process Skills

Course based undergraduate researchCell ImagingLive Cell Staining

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5131

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348

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Learning to Pipet Correctly by Pipetting Incorrectly?

Beginning undergraduate students in biology need basic laboratory, data analysis, and science process skills to pursue more complex questions in course-based undergraduate research experiences (CUREs). To this end, we designed an introductory...

Courses: Introductory Biology Science Process Skills

statisticslaboratorypipetting

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5054

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914

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Tackling "Big Data" with Biology Undergrads: A Simple RNA-seq Data Analysis Tutorial Using Galaxy

Analyzing high-throughput DNA sequence data is a fundamental skill in modern biology. However, real and perceived barriers such as massive file sizes, substantial computational requirements, and lack of instructor background knowledge can...

Courses: Biochemistry and Molecular Biology Bioinformatics

bioinformaticsDNA sequenceRNAseqgene expression

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2084

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586

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BioVEDA Curriculum: An Approach to Link Conceptual and Quantitative Understanding of Variation During Experimental Design and Data Analysis

When performing a biological investigation, experts constantly cycle between conceptual and quantitative modes of thinking, integrating their understanding in both worlds to make decisions about their work. This cycling and mixing of conceptual...

Courses: Science Process Skills

statisticssample sizeBiological variation

Teaching Tools and Strategies

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A 360˚ View of COVID-19

In March 2020, institutions underwent a massive transition to distance learning as a result of the COVID-19 pandemic. With so little time to devise new materials to maximize learning in the new virtual environment, instructors devised a variety of...

Courses: Biochemistry and Molecular Biology Bioinformatics Cell Biology Evolution Genetics Immunology Introductory Biology Microbiology Science Process Skills

geneticsImmunologyBiochemistrybioinformaticsmolecular evolutionpublic healthvirusCOVID19

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A Fun Introductory Command Line Lesson: Next Generation Sequencing Quality Analysis with Emoji!

Radical innovations in DNA sequencing technology over the past decade have created an increased need for computational bioinformatics analyses in the 21st century STEM workforce. Recent evidence however demonstrates that there are significant...

Courses: Bioinformatics

bioinformaticsgenomicscodingJupyter notebookcommand lineCyVersescriptingnext generation sequencing analysis

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1607

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345

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Investigating Gene Expression and Cell Specialization in Axolotl Embryos

The process of cell specialization is critical to the formation and function of tissues in animals and plants. Although gene expression, including the regulation of transcription, is taught in most introductory cell biology courses, the...

Courses: Biochemistry and Molecular Biology Cell Biology Developmental Biology Science Process Skills

developmenttranscriptiongene expressionmodel organismembryo

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Breaking It Down: What Factors Control Microbial Decomposition Rates?

Demonstrating and modeling changes in ecosystem processes in the laboratory classroom can be logistically difficult and expensive. This complexity often leaves little time for students to generate and test hypotheses. Yet, we must foster student...

Courses: Ecology Ecology Microbiology Science Process Skills

data analysishypothesis testingdata visualizationdata managementMicrobial RespirationDecompostionAbiotic ConditionsResults Communication

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1526

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Online Adaptation to "Gotcha! Which fly trap is the best? An introduction to experimental data collection and analysis"

We present here a simple and engaging experiment capitalizing on the universal need to rid our homes of fruit flies to teach experimental design and analysis. In an earlier paper, we described an experiment in which students learn the scientific...

Courses: Science Process Skills

data analysisexperimental designolfaction

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A Remote Introductory Biology Lab Using Backyard Birdwatching to Teach Data Analysis and Communication

Asking questions, designing experiments, collecting data and interpreting those data, and communicating the results are some of the most important concepts an undergraduate biology lab can teach students. When the SARS-CoV2 pandemic forced our...

Courses: Ecology Ecology Introductory Biology Science Process Skills

ecologydata analysisdata collection

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Design Your Own Flow Cytometry Experiment: A Four-Week Inquiry Laboratory

Due to its importance to the field, flow cytometry should be one of the hallmark methods a student learns in the lab portion of an undergraduate immunology course. Flow cytometry is a classic lab technique utilized within immunology and molecular...

Courses: Immunology

Immunologyexperimental designFlow cytometryMice

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12386

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A virtual laboratory on cell division using a publicly-available image database

Cell division is a key concept in cell biology. While there are many popular activities to teach students the stages of mitosis, most make use of simple schematics, cartoons, or textbook diagrams. Others engage students in acting out the stages,...

Courses: Cell Biology Science Process Skills

image analysismicroscopymitosisCellular Processes