CourseSource: Resources

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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

Essay

1420

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112

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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

Lesson

1668

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203

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Using a Sequential Interpretation of Data in Envelopes (SIDE) approach to identify a mystery TRP channel

This lesson sought to engage students in data interpretation and to encourage critical thinking about neurophysiology in the context of temperature sensation. A family of receptors called Transient Receptor Potential (TRP) channels are activated...

Courses: Anatomy-Physiology Cell Biology Neurobiology

Cell communicationChannel specificity and activationLimitations of tools of Cell BiologyNeuronal Signaling

Lesson

3082

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887

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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

Lesson

1673

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462

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Out of Your Seat and on Your Feet! An adaptable course-based research project in plant ecology for advanced students

University capstone projects can offer science students a rich research experience that illustrates the process of doing scientific research, and can also help students better choose future academic and career pathways. While capstone projects are...

Courses: Ecology Ecology Plant Biology Science Process Skills

statisticsactive learningecologyinterdisciplinaryplantscommunicating sciencegroup workfield workproces of science

Lesson

9149

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498

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Manuscript 101: A Data-Driven Writing Exercise for Beginning Scientists

Learning to write a scientific manuscript is one of the most important and rewarding scientific training experiences, yet most young scientists only embark on this experience relatively late in graduate school after gathering sufficient data in...

Courses: Bioinformatics Cell Biology Developmental Biology Genetics Microbiology Science Process Skills

geneticsanimaldevelopmentcompetitionbacterial

Lesson

2680

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203

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A Case Study for Teaching Toxicology: Using Whales as an Indicator for Environmental Health

One of the challenges of teaching scientific courses is helping students understand research methods, biological models, and data analysis, which can be especially difficult in classes without a laboratory component. Within the field of...

Courses: Science Process Skills Toxicology

absorptionone environmental health hypothesismetals

Lesson

2043

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458

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Air Quality Data Mining: Mining the US EPA AirData website for student-led evaluation of air quality issues

Air pollution directly affects human health endpoints including growth, respiratory processes, cardiovascular health, fertility, pregnancy outcomes, and cancer. Therefore, the distribution of air pollution is a topic that is relevant to all, and...

Courses: Ecology Ecology Introductory Biology Science Process Skills

data miningenvironmental justiceair qualityairpollutionspatial reasoning

Lesson

3225

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221

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Garden Variety Mutations: Using Primary Data to Understand the Central Dogma in Large-Lecture Introductory Biology

The ability to interpret and create an argument from data is a crucial skill for budding scientists, yet one that is seldom practiced in introductory courses. During this argumentation module, students in a large lecture class will work in groups...

Courses: Biochemistry and Molecular Biology Genetics Introductory Biology

mutationtranscriptiongene expressioncentral dogmatranslationgel electrophoresisGenotype/Phenotype

Lesson

2530

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813

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Exploring Species Interactions with "Snapshot Serengeti"

Authentic learning experiences are a valuable way for students to gain an in-depth understanding of the scientific process. However, implementing such experiences in large enrollment courses can be challenging. Here, we present a community ecology...

Courses: Ecology Ecology

ecologyspecies interactionscitizen scienceCommunity Ecologyanimal behaviorScience Communicationmigrationanimal activityspecies distribution

Lesson

2718

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967

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Squirreling Around for Science: Observing Sciurid Rodents to Investigate Animal Behavior

Hands-on research experiences are important opportunities for students to learn about the nature of inquiry and gain confidence in solving problems. Here, we present an inquiry-based lesson plan that investigates the foraging behavior of sciurid...

Courses: Ecology Ecology Introductory Biology Science Process Skills

foragingbehaviorbehavioral ecologySciuridSquirrelSquirrel-NetTrade-offVigilance

Lesson

2502

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591

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Learning About Protein Localization: A Lesson for Analyzing Figures in a Scientific Publication

In order to function correctly, proteins must be localized to a specific subcellular location. We have designed this lesson to use data from the primary literature to teach students about the mechanisms cells use to direct proteins to the...

Courses: Cell Biology Science Process Skills

colocalizationimmunofluorescenceProtein localizationsignal sequencessubcellular fractionationwestern blotting

Lesson

1759

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302

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Modeling the Research Process: Authentic human physiology research in a large non-majors course

Laboratory experiences in large-enrollment introductory science courses often utilize “cookie-cutter style” laboratory experiences due to the relative simplicity of setting up the lab stations, as well as a need to teach students...

Courses: Anatomy-Physiology Introductory Biology Neurobiology Science Process Skills

data analysishypothesis testingexperimental designphysiology

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1964

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277

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Assessing in vivo Antimicrobial Activity Through the Analysis of Galleria mellonella Kaplan-Meier Plots

Antimicrobials and their use in the treatment of bacterial infections are a fundamental lesson in all microbiology courses. Typically, cultivation-based methods are used to teach students about antimicrobial testing. A complementary approach...

Courses: Microbiology

Antimicrobial TestingAntimicrobialsInvertebrate animal models

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376

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Data, Distributions, and Hypotheses: Exploring Diversity and Disturbance in the Tallgrass Prairie

Proper hypothesis generation, data handling, graphing, and communication are essential skills that undergraduate majors in biology are expected to master. However, students rarely get hands-on practice that helps them to effectively develop these...

Courses: Ecology Ecology Plant Biology

Quantitative reasoningRestoration EcologyScience process skillstall grass prairie ecosystem

Teaching Tools and Strategies

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A Strategy for Teaching Undergraduates to Write Effective Scientific Results Sections

Most undergraduate instructors would agree that learning to write about data in the style of a scientific research paper is a worthy goal for their students. However, many hesitate to tackle the challenge of teaching scientific writing in...

Courses: Science Process Skills

data analysisprimary literaturescientific writingcommunicating science

Lesson

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Follow the Sulfur: Using Yeast Mutants to Study a Metabolic Pathway

Students are frequently overwhelmed by the complexity of metabolic pathways and they think they have "learned" the pathway when they have memorized the individual reactions. This laboratory lesson helps students to understand the...

Courses: Biochemistry and Molecular Biology Genetics Introductory Biology Microbiology Science Process Skills

SelectionyeastMetabolismcysteinemediamethioninemutantPathwaysulfur

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Teaching RNAseq at Undergraduate Institutions: A tutorial and R package from the Genome Consortium for Active Teaching

Next-generation sequencing is radically changing the study of biology, but there are currently few resources aimed at teaching the required laboratory and data-analysis skills to undergraduate students. This gap is especially true at primarily...

Courses: Bioinformatics Introductory Biology

statisticsbioinformaticsRNAseqgene expressioncomputer programming

Lesson

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Splicing it Together: Using Primary Data to Explore RNA Splicing and Gene Expression in Large-Lecture Introductory Biology

At the heart of scientific ways of knowing is the systematic collection and analysis of data, which is then used to propose an explanation of how the world works. In this two-day module, students in a large-lecture course are immersed in a...

Courses: Biochemistry and Molecular Biology Cell Biology Genetics Introductory Biology

gene regulationtranscriptiongene expressioncentral dogmarepressoralternative splicingmRNA processingActivatorTranscription factors

Lesson

1329

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408

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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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Quantifying Uncertainty and Distinguishing Data Sets in Introductory Physics

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

Using a Sequential Interpretation of Data in Envelopes (SIDE) approach to identify a mystery TRP channel

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

Out of Your Seat and on Your Feet! An adaptable course-based research project in plant ecology for advanced students

Manuscript 101: A Data-Driven Writing Exercise for Beginning Scientists

A Case Study for Teaching Toxicology: Using Whales as an Indicator for Environmental Health

Air Quality Data Mining: Mining the US EPA AirData website for student-led evaluation of air quality issues

Garden Variety Mutations: Using Primary Data to Understand the Central Dogma in Large-Lecture Introductory Biology

Exploring Species Interactions with "Snapshot Serengeti"

Squirreling Around for Science: Observing Sciurid Rodents to Investigate Animal Behavior

Learning About Protein Localization: A Lesson for Analyzing Figures in a Scientific Publication

Modeling the Research Process: Authentic human physiology research in a large non-majors course

Assessing in vivo Antimicrobial Activity Through the Analysis of Galleria mellonella Kaplan-Meier Plots

Data, Distributions, and Hypotheses: Exploring Diversity and Disturbance in the Tallgrass Prairie

A Strategy for Teaching Undergraduates to Write Effective Scientific Results Sections

Follow the Sulfur: Using Yeast Mutants to Study a Metabolic Pathway

Teaching RNAseq at Undergraduate Institutions: A tutorial and R package from the Genome Consortium for Active Teaching

Splicing it Together: Using Primary Data to Explore RNA Splicing and Gene Expression in Large-Lecture Introductory Biology

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

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