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

1523

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121

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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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2828

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556

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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...

Courses: Ecology Ecology Plant Biology

species richnessBiodiversitydisturbanceHabitat rangePopulation abundance

Lesson

3386

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917

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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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1812

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479

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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

5045

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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

Lesson

9413

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562

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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

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1704

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519

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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

Lesson

2849

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775

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Unwrapping Enzyme Kinetics

Enzyme rates and kinetics are key components used by biochemists to understand how enzymes function. However, students often find it difficult to understand how these experiments are performed and how they reflect enzyme behavior in solution. The...

Courses: Biochemistry and Molecular Biology

kineticsstructure-functionenzymescatalysis

Lesson

2906

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245

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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

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2264

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481

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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

3420

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286

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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

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1158

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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

Lesson

2847

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867

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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

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2072

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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

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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

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1965

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349

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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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355

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Squirrels in Space: Using Radio Telemetry to Explore the Space Use and Movement of Sciurid Rodents

Biotelemetry is used by researchers to track the interactions of animals with each other and the environment. While advancing technology has led to the development of numerous biotelemetry tools, radio telemetry remains the most common method for...

Courses: Ecology Ecology

DispersalHabitat selectionHome rangeSquirrel-Net

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2101

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288

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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

Lesson

1450

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393

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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

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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"

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

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

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

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

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

Unwrapping Enzyme Kinetics

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

Fatty Acid Induction of Lipid Droplets in Cancer Cells

Exploring Species Interactions with "Snapshot Serengeti"

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

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

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

Squirrels in Space: Using Radio Telemetry to Explore the Space Use and Movement of Sciurid Rodents

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

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