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The QUBES platform hosts hundreds of teaching materials, reference materials, and cloud-based software free to use and adapt using open Creative Commons licenses.

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    UW Data Science for Social Good program
    The UW Data Science for Social Good (DSSG) program partners eScience Data Scientists and Student Fellows from across the country with Project Leads from academia, government, and the private sector...
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    Integrating Social Justice into your STEM Classroom: Redlining & Environmental Science
    Materials for the workshop on social justice presented at the 2021 BIOME Institute.

    Keywords: sustainabilityenvironmental sciencesocial justiceenvironmental justiceredlining2021 BIOME

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    Integrating Social Justice into your STEM Classroom: Redlining & Health
    Workshop about models for introducing social justice issues into classes developed in a Faculty Mentoring Network. Presented at the 2021 BIOME Institute.

    Keywords: STEM educationhealthsocial justiceredlining2021 BIOME

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    Restoring tropical forests: Is planting clusters of trees a cost-effective and ecologically-sound strategy to restore tropical forest?
    This module (available in four languages) provides a broad introduction to both ecological and social aspects of tropical forest restoration. It focuses on a long-term study comparing three...

    Keywords: Restoration Ecologyforest restorationtropical forest

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    Teaching Cancer Biology Through a Lens of Social Justice
    The biology classroom is not separate from the greater context of society; social issues can and should be presented in connection with the content. Here we present an example of antiracist...

    Keywords: assessmentcancersocial justicePOGILAlignmentPublic ExamPublic

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    Instagram’s Impact on Self-Esteem of Local High Schoolers
    Social media’s effects on connecting people worldwide and its exponential growth in usage sparked studies on its effect on the mental state of users. In the local community of Saratoga,...

    Keywords: social mediamental health

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    Human Dimensions in Amphibian Conservation: Addressing Threats
    This module introduces students to the theme of human dimensions in conservation and provides them with an opportunity to engage in practices related to social science research.

    Keywords: conservationhuman dimensionsamphibianssocial scienceconceptual modelstakeholder analysisopen standardsresearch proposalSPARCnet

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    2019-Zhu_EtAl-Partial_differential_equation_modeling_of_rumor_propagation
    This paper defines a spatial distance in online social networks by clustering and then proposes a partial differential equation model with a time delay.

    Keywords: social networksrumorpropogation

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    Introduction to the Faculty Resource Guide: Integrating Social Justice, Diversity, Equity and Inclusion Issues in STEMM courses
    We live in challenging times. Higher education faces many challenges including changes in enrollment pattern, fiscal constraints and lack of public acceptance of the value of the degree relative to...

    Keywords: social justiceDEI statementsTeaching Controversial Issues

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    Map Your Hazards! – Assessing Hazards, Vulnerability and Risk
    The Map Your Hazards module provides students an interactive mechanism to engage in place-based exploration of natural hazards, social vulnerability, risk and the factors that shape their...

    Keywords: earth scienceenvironmental scienceglobal changenatural hazardsenvironmental studiesenvironmental sociologyResources @ InTeGrate

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    Trinity-Marshall Island case
    Trinity Washington University-Discovering Planet Earth (ENVS 101- An introductory science course designed for non-science majors, study "Marshall Island" case. Students are split into four groups...

    Keywords: case studyclimate changemarshall island

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    Learning Communities as a Driver for Humanizing STEM: Cultivating Authentic Conversations about Anti-Racism in Introductory Biology Pedagogy using Duoethnography
    In this study we present a retrospective debrief of a learning community of college biology professors who were exploring how to define and implement racial equity-focused practices and content in...

    Keywords: Equitysocial justicediversity

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    Exploring Connections between Low Albedo, Urban Heat Islands and Social Justice
    This exercise explores circumstances of urban heat islands in the United States using spatial data, including an exploration of heat island solutions.

    Keywords: redliningUrban heat islandalbedo

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    1994-M_Yamaguti-Discrete Models in Social Sciences
    Also, a finite difference model in sociology is given as a chaotic phenomenon.

    Keywords: economicschaossociologydiscretediscretization

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    1975-DH_Griffel-Teaching the formation and solution of differential equations
    This paper raises many interesting questions about teaching the formation (and solution) of differential equations, i.e. modeling with differential equations.

    Keywords: parasitesTopographypopulationepidemictraffic flowsocial interactionsfish weightarms race

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    Interconnections in The Open Ecosystem
    Presentation on open education and open science given as the keynote address at the 2019 BioQUEST & QUBES Summer Workshop

    Keywords: biostatisticsstatistical analysisavian malariaSummer Workshop 2018

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    Serenity now! Keep calm and do science with real data in the classroom
    Presentation on a free web application currently under development on QUBES called Serenity at the 5th Life Discovery Conference

    Keywords: data sciencetool:serenity5th Life Discovery- Doing Science Education conference (LDC)5th Life Discovery Conference

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    Science Sprints for Undergraduate Research Days
    After participating in the 2021 Science Sprint working group, I planned and executed a one-day Science Sprint focused on exploring urban ecology and social and environmental justice. Specifically,...

    Keywords: Science Sprint

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    For a Racially-Just, Inclusive, Open, STEM education: The RIOS Institute imagines an Open Education as the radical idea that education should be affordable, accessible, equitable, inclusive, and relevant to everyone
    As we engage in Open STEM Education, “Open for Whom?” becomes an increasingly urgent question. Why should we invest in an education that is free, if it does not attend to the inclusion of...

    Keywords: social justiceriosNABT 2022

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    Exploring Health Inequities and Redlining
    For this assignment, students will investigate relationships between historic redlining data and modern statistics of human health.

    Keywords: diseasehealthsocial justicepublic healthData science for Biologistredliningchronic diseasesocial vulnerability

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