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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2055

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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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1261

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93

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Gender and Classroom Participation: A Case for Quantitative Analysis

Teaching statistics to students using authentic research is one way to highlight the transferability and value of the material taught in the class. Below we describe an activity in Statistics for Biological and Health Sciences (STAT2510), an...

Courses: Science Process Skills

statisticsgenderpopulationProportionSampleEquality

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

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1692

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518

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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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12331

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1871

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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

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6529

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1121

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Mapping a Mutation to its Gene: The "Fly Lab" as a Modern Research Experience

Although genetics is an invaluable part of the undergraduate biology curriculum, it can be intimidating to students as well as instructors: Students must reduce their reliance on memorization and dive deep into quantitative analysis, and...

Courses: Biochemistry and Molecular Biology Bioinformatics Genetics Science Process Skills

geneticsbioinformaticsdrosophilachi-square analysiscomplementation mappingmode of inheritancethree-point mapping

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1106

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289

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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

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2803

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703

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Teaching Biodiversity with Museum Specimens in an Inquiry-Based Lab

In response to the growth of biology datasets and broad efforts to digitize data, an increasingly important skill for science students is the management and analysis of large datasets. We designed an inquiry-based lab module to introduce students...

Courses: Ecology Ecology Evolution Introductory Biology Science Process Skills

data analysisnatural historyphylogenyBiodiversitymammalsAllen's RuleBergmann's Ruleecogeographymuseum research

Lesson

1482

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159

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Infectious Chocolate Joy with a Side of Poissonian Statistics: An activity connecting life science students with subtle physics concepts

Introductory physics courses are required for many programs in the life sciences, yet traditional curricula fail to help students meaningfully connect physical concepts with biological systems. In this lesson, we describe an activity taught...

Courses: Bioinformatics Microbiology Science Process Skills

quantitative biologyHIVmultiplicity of infectionPoisson DistributionPhysics for biologists

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924

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275

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Population Ecology of the Northern Spotted Owl

The mathematical modeling of populations utilizing field-collected demographic data is an important component of lab curricula in a variety of undergraduate biology lab courses. During the global pandemic brought about by the SARS-CoV-2 virus in...

Courses: Ecology Ecology Introductory Biology

demographyCommunity Ecologypopulation ecologyconservation biologylife tables

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2262

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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

5362

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1017

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An active-learning lesson that targets student understanding of population growth in ecology

Effective teaching and learning of population ecology requires integration of quantitative literacy skills. To facilitate student learning in population ecology and provide students with the opportunity to develop and apply quantitative skills, we...

Courses: Ecology Ecology Introductory Biology

population growthexponential growthlogistic growthpopulation ecologygrowth rateDensityAbundancecarrying capacitylinear growth

Lesson

2271

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455

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A Short Laboratory Module to Help Infuse Metacognition during an Introductory Course-based Research Experience

A core competency identified in Vision and Change for undergraduate biology students is the Ability to Apply the Process of Science. Here, we describe a three-week laboratory module for students in an Introductory Cell and Molecular Biology...

Courses: Science Process Skills

metacognitiongene expressionScientific ProcessExperimenal DesignHypothesis Generationmodel organisms

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1714

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467

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Ain't No Mountain Pine Enough: A Case Study of How Mountain Pine Beetles are Affecting Ecosystem Processes

This case study engages students in generating hypotheses and predictions, analyzing and interpreting data, critically evaluating contrasting results in science, and thinking about feedbacks between biota and abiotic ecosystem dynamics. To address...

Courses: Ecology Ecology

population biologycarbon cyclingSpecies-habitat interactions

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317

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Authentic Ecological Inquiries Using BearCam Archives

Learning through authentic scientific inquiries is essential for understanding the nature and process of science and for developing critical thinking and communication skills. It is logistically challenging, however, to offer experiences of...

Courses: Ecology Ecology Science Process Skills

behaviorinterspecific interactionsPeer reviewauthentic inquiryintra-specific interactions

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Interactive Video Vignettes (IVVs) to Help Students Learn Genetics Concepts

Many video resources exist to teach Mendelian genetics, but most consist of passive delivery of information rather than active construction of knowledge by users. We have created two interactive video vignettes (IVVs) that can be used together or...

Courses: Genetics Introductory Biology Science Process Skills

genotypephenotypeallelespedigreedominanceHardy-Weinberg equilibriumInheritance

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1529

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306

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Promoting Climate Change Literacy for Non-majors: Implementation of an atmospheric carbon dioxide modeling activity as an inquiry-based classroom activity

Students who are directly involved in scientific activities develop a deeper understanding and appreciation of both scientific knowledge and the scientific process. This understanding is critically important in scientific areas like climate change...

Courses: Introductory Biology Science Process Skills

modelingExcelquantitativeclimate changeEnvironmental Biologyatmospheric carbon dioxide

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A Laboratory Module That Explores RNA Interference and Codon Optimization Through Fluorescence Microscopy Using Caenorhabditis elegans

Scientific research experiences are beneficial to students allowing them to gain laboratory and problem-solving skills, as well as foundational research skills in a team-based setting. We designed a laboratory module to provide a guided research...

Courses: Bioinformatics Cell Biology Developmental Biology Genetics Science Process Skills

microscopyC. elegansquantitative analysisinquiry-based learninggene expressionRNA interferenceCodon UsageLaboratory Module

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2840

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

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

Gender and Classroom Participation: A Case for Quantitative Analysis

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

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

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

Mapping a Mutation to its Gene: The "Fly Lab" as a Modern Research Experience

Quantifying and Visualizing Campus Tree Phenology

Teaching Biodiversity with Museum Specimens in an Inquiry-Based Lab

Infectious Chocolate Joy with a Side of Poissonian Statistics: An activity connecting life science students with subtle physics concepts

Population Ecology of the Northern Spotted Owl

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

An active-learning lesson that targets student understanding of population growth in ecology

A Short Laboratory Module to Help Infuse Metacognition during an Introductory Course-based Research Experience

Ain't No Mountain Pine Enough: A Case Study of How Mountain Pine Beetles are Affecting Ecosystem Processes

Authentic Ecological Inquiries Using BearCam Archives

Interactive Video Vignettes (IVVs) to Help Students Learn Genetics Concepts

Promoting Climate Change Literacy for Non-majors: Implementation of an atmospheric carbon dioxide modeling activity as an inquiry-based classroom activity

A Laboratory Module That Explores RNA Interference and Codon Optimization Through Fluorescence Microscopy Using Caenorhabditis elegans

Exploring Species Interactions with "Snapshot Serengeti"

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