CourseSource: Resources

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Quantifying and Visualizing Campus Tree Phenology

Large enrollment courses present a challenge for instructors who want to engage students in authentic science practices that fit the recommendations of Vision & Change. Our lesson provides a meaningful science experience for undergraduates in...

Courses: Introductory Biology

ecologyBiodiversityphenologyplant biology

Lesson

914

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338

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0

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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

1521

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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

Lesson

5100

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348

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0

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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

Lesson

2822

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555

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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

3372

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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

Lesson

1809

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479

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0

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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

5037

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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

2827

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774

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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

Essay

923

views

202

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0

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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

Lesson

2262

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481

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0

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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

2841

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867

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0

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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

2055

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586

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0

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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

Lesson

3171

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1094

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0

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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

1959

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348

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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

Lesson

2092

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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

1445

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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

Lesson

6614

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1646

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Single Cell Insights Into Cancer Transcriptomes: A Five-Part Single-Cell RNAseq Case Study Lesson

There is a growing need for integration of “Big Data” into undergraduate biology curricula. Transcriptomics is one venue to examine biology from an informatics perspective. RNA sequencing has largely replaced the use of microarrays for whole...

Courses: Biochemistry and Molecular Biology Bioinformatics Cell Biology Genetics Introductory Biology

bioinformaticscancertranscriptomicshigh-throughputData wranglingSingle cell RNA sequencingq

Lesson

2562

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641

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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

Lesson

3688

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200

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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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Quantifying and Visualizing Campus Tree Phenology

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"

Learning to Pipet Correctly by Pipetting Incorrectly?

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

Unwrapping Enzyme Kinetics

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

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

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

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

Single Cell Insights Into Cancer Transcriptomes: A Five-Part Single-Cell RNAseq Case Study Lesson

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

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

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