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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: EcologyEcology Introductory BiologyIntroductory Biology Science Process SkillsScience Process Skills

    data miningenvironmental justiceair qualityairpollutionspatial reasoning
    Lesson
    1132

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    198

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    It's a bird! It's a plane! It's biomechanics!
    Biomechanics is a discipline that draws from physics and engineering principles to understand the movement and structure of living organisms. It is highly interdisciplinary in nature and can be incorporated into general biology and ecology...

    Courses: Anatomy-PhysiologyAnatomy-Physiology EcologyEcology EvolutionEvolution

    EvolutionecologybatphysiologyAnatomybirdFlightforcesinsect
    Lesson
    3016

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    549

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    2

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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: BioinformaticsBioinformatics

    bioinformaticsgenomicscodingJupyter notebookcommand lineCyVersescriptingnext generation sequencing analysis
    Lesson
    2169

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    470

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    Teaching students to read, interpret, and write about scientific research: A press release assignment in a large, lower-division class
    A central skill in any science discipline is the ability to read, understand, and discuss the primary literature of the discipline. However, teaching this skill presents unique challenges within large, lower-division courses. To assess our...

    Courses: Cell BiologyCell Biology Science Process SkillsScience Process Skills

    cell biologyScience Communicationscientific literacyGraduate Teaching Assistant Professional DevelopmentBiological LiteracyPrimary ResearchWriting Skills
    Lesson
    1581

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    301

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    Using QIIME to Interpret Environmental Microbial Communities in an Upper Level Metagenomics Course
    Metagenomics is rapidly evolving due to advances in sequencing technologies and bioinformatics, but without proper training to interpret these datasets, student understanding remains limited. Aimed at undergraduate juniors and seniors and graduate...

    Courses: Biochemistry and Molecular BiologyBiochemistry and Molecular Biology BioinformaticsBioinformatics EcologyEcology MicrobiologyMicrobiology Science Process SkillsScience Process Skills

    microbiome
    Teaching Tools and Strategies
    2467

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    106

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    How to Design a Classroom Activity that Integrates 3D Print Models with Active Learning
    Student exploration of relevant physical models can deepen knowledge of course material. In this guide we describe a method by which instructors can integrate 3D printing technology with an established teaching strategy, the classroom jigsaw, to...

    Courses: Introductory BiologyIntroductory Biology

    active learning3D print modelsclassroom jigsaw
    Lesson
    4088

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    487

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    A Classroom Intervention to Reduce Confirmation Bias
    STEM students are often unable to recognize cognitive bias in their own disciplines, and simply describing cognitive bias to students has shown to be insufficient to improve critical thinking. However, habitual metacognitive techniques show...

    Courses: Science Process SkillsScience Process Skills

    biasprocess of sciencemetacognitionConfirmation BiasCognitive Bias
    Lesson
    962

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    230

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    Exploring the Broader Impacts of Science and Society in an Active Learning Environment
    Science and society have always been intertwined. Today, scientists are increasingly encouraged to interact with the public by conducting transparent and participatory engaged scholarship, as opposed to the prevailing one-way transfer of...

    Courses: Introductory BiologyIntroductory Biology Professional Development and Career PlanningProfessional Development and Career Planning Science Process SkillsScience Process Skills

    active learningsocietyScience CommunicationscienceBroader impactsPublic engagement
    Lesson
    1225

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    408

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    Your Tax Dollars at Work: A mock grant writing experience centered on scientific process skills
    A successful scientist combines skill, creativity, and the art of persuasion to excel in his or her field of study. Critically important for the professional scientist is the ability to not only conduct research, but also to conceive a project and...

    Courses: Science Process SkillsScience Process Skills

    researchexperimental designprocess of sciencePeer reviewgrant writingPecha Kuchaproposal
    Lesson
    1718

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    288

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    Using Comics to Make Science Come Alive
    Students often see science as a fragmented set of facts to be memorized, rather than concepts and processes that are relevant in their everyday lives. This is especially true for non-science majors, who represent the vast majority of all college...

    Courses: EcologyEcology GeneticsGenetics Introductory BiologyIntroductory Biology NeurobiologyNeurobiology

    role of science in society
    Lesson
    1592

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    197

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    Defining and Understanding Pathogenic Disease: An Engaging Activity that Connects Students' Lived Experiences with their Academic Studies
    Contagious diseases are unavoidable realities of life. Thus, understanding pathogens and their respective diseases is important in many biological subfields including evolution, ecology, health sciences, microbiology, and others. While all college...

    Courses: EcologyEcology Introductory BiologyIntroductory Biology MicrobiologyMicrobiology

    infectious diseasePathogenspathogenic disease
    Teaching Tools and Strategies
    1103

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    123

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    In-class peer grading of daily quizzes increases feedback opportunities
    Educators are familiar with evidence of the benefit that frequent and immediate feedback provides to our students, regardless of class size. We also often find ourselves in a situation where we do not have enough time planned or TA support...

    Courses: Introductory BiologyIntroductory Biology

    foundational knowledgegraphical interpretationtechnical terms
    Lesson
    2914

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    249

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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 SkillsScience Process Skills ToxicologyToxicology

    absorptionone environmental health hypothesismetals
    Teaching Tools and Strategies
    995

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    202

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    Making toast: Using analogies to explore concepts in bioinformatics
    Contemporary biology is moving towards heavy reliance on computational methods to manage, find patterns, and derive meaning from large-scale data, such as genomic sequences. Biology teachers are increasingly compelled to prepare students with...

    Courses: BioinformaticsBioinformatics

    bioinformaticsworkflowgenome