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Using Big Data to Identify and Understand Educational Inequality in America
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This lesson is connected to but can be used independently of "Using Big Data to Identify and Understand Educational Inequality in America (1)"

Students will develop CS skills and behaviors including but not limited to: learning what an API is, learning how to access and utilize data on an API, and developing their R coding skills and knowledge. Students will also learn basic, but important, sociological principles such as how poverty is related to educational opportunities in America (and how this relationship varies between and among states). Although prior knowledge of CS and sociology is helpful, neither is necessary for student (or instructor) success on this project. Three instructional hours.

Subject:
Applied Science
Computer Science
Social Science
Sociology
Material Type:
Activity/Lab
Lecture Notes
Provider:
CUNY Academic Works
Provider Set:
Lehman College
Author:
Elin Waring
Joseph Cleary
Date Added:
07/01/2019
Using Census Data to Identify a Town's Housing Needs:  A Student/Faculty Collaborative Research and Service Learning Experience
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CC BY-NC-SA
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In this classroom project, students and faculty help a local housing non-profit identify area U.S. Census tracts most in need of its assistance in promoting decent and affordable homeownership to low- to moderate- income individuals. While this example describes an experience in a small, upper-level elective economics course, it includes suggestions for modifications of design and learning goals for other learning levels and environments.

Subject:
Economics
Social Science
Sociology
Material Type:
Activity/Lab
Teaching/Learning Strategy
Provider:
Science Education Resource Center (SERC) at Carleton College
Provider Set:
Teaching and Learning Economics (SERC)
Author:
Elizabeth Perry-Sizemore
Date Added:
08/28/2012
Using Metaphors to Advance and Assess Learning
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CC BY-NC-SA
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Use metaphor frames throughout a course to help students both learn various concepts and to assess how they are understanding them.

(Note: this resource was added to OER Commons as part of a batch upload of over 2,200 records. If you notice an issue with the quality of the metadata, please let us know by using the 'report' button and we will flag it for consideration.)

Subject:
Anthropology
Biology
Career and Technical Education
Environmental Studies
Life Science
Social Science
Sociology
Material Type:
Activity/Lab
Provider:
Science Education Resource Center (SERC) at Carleton College
Provider Set:
Teach the Earth
Author:
Carmen Werder
Date Added:
12/10/2020
Using Reflection Activities in the Field to Deepen Student Learning
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CC BY-NC-SA
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This activity offers one of the reflection activities we developed in our learning community "Exploring Natural History in Word and Field." In this class, the students learn about natural history by reading natural history essays and participating in field trips. In this activity, we use reflection before and during a field trip to an Old Growth Forest to help our students clarify their own stance for a Position Paper on whether and under what conditions logging should be allowed in Old Growth Forests.

(Note: this resource was added to OER Commons as part of a batch upload of over 2,200 records. If you notice an issue with the quality of the metadata, please let us know by using the 'report' button and we will flag it for consideration.)

Subject:
Biology
Career and Technical Education
Environmental Studies
History
Life Science
Social Science
Sociology
Material Type:
Activity/Lab
Provider:
Science Education Resource Center (SERC) at Carleton College
Provider Set:
Teach the Earth
Author:
Holly Hughes
Date Added:
12/09/2021
Using Statistics to Explore Attitudes Towards Gene-Editing
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Educational Use
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CRISPR-Cas9 is a gene-editing technology with potential to expand the agricultural industry and improve human health. However, this technology may have unforeseeable consequences and adverse effects for society. Statistical procedures are often used to study public perceptions of controversial technologies. In this unit plan, students will design and administer surveys to investigate how their peers feel about various applications of gene-editing technology. In the process, students will apply random sampling methods and learn how to minimize response bias. Once their surveys are completed, students will analyze the results using contingency tables, confidence intervals, and hypothesis tests. The ultimate goal of this unit will be to help students to create clear policies for regulating the use of CRISPR-Cas9 and defend these policies with their statistical findings.

Subject:
Mathematics
Social Science
Sociology
Statistics and Probability
Material Type:
Lesson Plan
Unit of Study
Provider:
Yale-New Haven Teachers Institute
Provider Set:
2019 Curriculum Units Volume III
Date Added:
08/01/2019
Using Student Data from Your Own College or University to Identify the Best Predictors of Student Success in College
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CC BY-NC-SA
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In this individual research project, a senior thesis student conducts a regression analysis that explores whether high school GPA or standardized test scores are better predictors of the cumulative GPAs of college graduates at her own university. The data are easily obtainable from the Office of Institutional Research. The project can be modified to be a group research project in a Research Methods Class or a Special Topics Upper Level Economics class.

Subject:
Economics
Social Science
Sociology
Material Type:
Activity/Lab
Teaching/Learning Strategy
Provider:
Science Education Resource Center (SERC) at Carleton College
Provider Set:
Teaching and Learning Economics (SERC)
Author:
Mary Borg
Date Added:
08/28/2012
Using Tinder to Understand Interpersonal Communication
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CC BY
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Nowadays, among all the online dating sites and apps, Tinder is one of the most innovative apps because link users’ contacts from Facebook and the apps’ algorithm immediately gives them an endless photos of potential mates with no questionnaires or forms –as the previous traditional dating sites and apps do-, only faces, and then users need to swipe right if a user likes a person, and by the contrary swipe left if not (Bertoni, 2014).  Tinder is the biggest player in the online dating market. In the last three years, the newest app has reached 30 million users representing one fourth of the total market. But, to our knowledge, the research on addressing what makes this online dating app more or less interactive and how the communicative affordances offered by this online dating app may have an effect on the subsequent romantic outcomes is scarce.

Subject:
Communication
Gender and Sexuality Studies
Sociology
Material Type:
Activity/Lab
Author:
Narissra Punyanunt-Carter
Santiago Arias
Date Added:
06/12/2023
Verifying Social Media Posts
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CC BY
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 Verifying social media posts is quickly becoming a necessary endeavor in everyday life, let alone in the world of education. Social media has moved beyond a digital world which connects with friends and family and has become a quick and easy way to access news, information, and human interest stories from around the world. As this state of media has become the "new normal," especially for our younger generations, we, educators, find ourselves charged with a new task of teaching our students how to interact with and safely consume digital information.The following three modules are designed to be used as stand-alone activities or combined as one unit, in which the lessons can be taught in any order. "Who Said What?!" is a module focusing on author verification. "A Picture is Worth a Thousand Words'' is a module devoted to image verification. "Getting the Facts Straight" is a module designed to dive into information verification. Lastly, there are assessment suggestions to be utilized after completing all three modules.

Subject:
Cultural Geography
Journalism
Political Science
Reading Informational Text
Sociology
U.S. History
World History
Material Type:
Activity/Lab
Author:
Kylie Warford
Date Added:
11/19/2021
Verifying Social Media Posts
Unrestricted Use
CC BY
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 Verifying social media posts is quickly becoming a necessary endeavor in everyday life, let alone in the world of education. Social media has moved beyond a digital world which connects with friends and family and has become a quick and easy way to access news, information, and human interest stories from around the world. As this state of media has become the "new normal," especially for our younger generations, we, educators, find ourselves charged with a new task of teaching our students how to interact with and safely consume digital information.The following three modules are designed to be used as stand-alone activities or combined as one unit, in which the lessons can be taught in any order. "Who Said What?!" is a module focusing on author verification. "A Picture is Worth a Thousand Words'' is a module devoted to image verification. "Getting the Facts Straight" is a module designed to dive into information verification. Lastly, there are assessment suggestions to be utilized after completing all three modules.

Subject:
Cultural Geography
Journalism
Political Science
Reading Informational Text
Sociology
U.S. History
World History
Material Type:
Activity/Lab
Assessment
Diagram/Illustration
Homework/Assignment
Lesson
Lesson Plan
Module
Unit of Study
Author:
Sandra Stroup
Amanda Schneider
Megan Shinn
Date Added:
11/04/2020
Violence, Human Rights, and Justice
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CC BY-NC-SA
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This course examines the problem of mass violence and oppression in the contemporary world, and the concept of human rights as a defense against such abuse. It explores questions of cultural relativism, race, gender and ethnicity. It examines case studies from war crimes tribunals, truth commissions, anti-terrorist policies and other judicial attempts to redress state-sponsored wrongs. It also considers whether the human rights framework effectively promotes the rule of law in modern societies. Students debate moral positions and address ideas of moral relativism.

Subject:
Anthropology
Arts and Humanities
Philosophy
Social Science
Sociology
Material Type:
Full Course
Provider Set:
MIT OpenCourseWare
Author:
James, Erica
Date Added:
09/01/2014
Visionaries Can Change the World
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Educational Use
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As a primary-level teacher, I am responsible for creating a classroom that operates as a community, with everyone’s voice included in the day-to-day environment and provides opportunities for students to learn through literature, science, technology, engineering, art and mathematics. Key components of our school theme include equity and inclusion making social-emotional learning integral to any academic learning that takes place throughout the day. This unit will provide my students the opportunity to build an understanding of how we are all important to help make positive changes the world in the ways that we can.

Subject:
English Language Arts
Ethnic Studies
Gender and Sexuality Studies
Social Science
Sociology
Material Type:
Lesson Plan
Unit of Study
Provider:
Yale-New Haven Teachers Institute
Provider Set:
2020 Curriculum Units Volume I
Date Added:
08/01/2020
Visual  Histories: German Cinema 1945 to Present
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CC BY-NC-SA
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This course is an invitation to German film-making since the end of the Second World War. We investigate how German cinema captured the atmosphere of the immediate post-war years and discuss extensively major works of the “New German Cinema” of the Sixties and Seventies. We also look at examples of East Germany’s film production and finally observe the very different roads German cinema has been taking from the 1990’s into the present.

Subject:
Arts and Humanities
History
Social Science
Sociology
Visual Arts
Material Type:
Full Course
Provider Set:
MIT OpenCourseWare
Author:
Widdig, Bernd
Date Added:
09/01/2003
Visualizing Data with R
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CC BY-NC-SA
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Short Description:
This book uses a tidyverse approach to introduce various forms of visualization to assist in exploratory data analysis, and data visualization.

Word Count: 3017

(Note: This resource's metadata has been created automatically by reformatting and/or combining the information that the author initially provided as part of a bulk import process.)

Subject:
Applied Science
Computer Science
Information Science
Mathematics
Social Science
Sociology
Statistics and Probability
Material Type:
Textbook
Provider:
College of DuPage Press, 2022
Author:
Christine Monnier
Date Added:
07/28/2022
Visualizing Social Justice in South Seattle: Data Analysis, Race, and The Duwamish River Basin
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CC BY-NC-SA
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We examine the factors of race and environmental contamination, starting from the premise (and data proving) that race is not a biological, scientifically valid category, but a social, historical construction with real world consequences for equal access to health, resources, and power.

(Note: this resource was added to OER Commons as part of a batch upload of over 2,200 records. If you notice an issue with the quality of the metadata, please let us know by using the 'report' button and we will flag it for consideration.)

Subject:
Biology
Career and Technical Education
Environmental Studies
History
Life Science
Mathematics
Measurement and Data
Social Science
Sociology
Statistics and Probability
Material Type:
Activity/Lab
Provider:
Science Education Resource Center (SERC) at Carleton College
Provider Set:
Teach the Earth
Author:
Eunice Blavascunas, University of Washington
Date Added:
12/09/2021
Voices Carry: The Power of Writing to Create Change
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Educational Use
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During this course of study, students will read the short fiction of writers with a broader perspective. It is my hope that through experience of the work of a group of diverse female writers that students will be able to examine an author’s text and life experience in order to determine their point of view. They will be asked to learn about different writers, analyze what aspects of their life are important, determine why it is that they chose this topic to write about, and cultivate their own views about what the writers view as important. Also, during this process, they will have the opportunity to write about what they determine is important.

Roxane Gay states that writing itself is a political act.2 I would agree. I think writing is a way for the writer to exert their power. My students often feel they have no voice, but there are a multitude of ways for underrepresented voices to be heard including, but not limited to, expressing political power. As young people, it is important for my students now to start thinking about what is important to them. In their research, Xu, Mar and Peterson found experience has an important impact on political views. It is important for my students to have experiences.3 While my students don’t have the right to vote, they have the ability to cultivate their voice to determine what issues are important to them and what their stance is on those issues. In the long term, this will be very important when they do reach the age to become voters.

It is my hope that through the study of writers like Chimamanda Ngozi Adichie, Sandra Cisneros, Toni Morrison, and Nadine Gordimer, among others, that my students will start to see how women have regained their power through writing. I want my students to find their voice like Roxane Gay, who overcame adversity and found her inner strength, her inner voice, through the written word .4 This is what I want for my students. I want them to be able to cultivate their own voice to share with the world so they can be heard. One of the ways we will do this, just as Gay talks about in finding her own voice, is through reading the writing of powerful women and my students’ own writing.

Subject:
English Language Arts
Ethnic Studies
Gender and Sexuality Studies
Social Science
Sociology
Material Type:
Lesson Plan
Unit of Study
Provider:
Yale-New Haven Teachers Institute
Provider Set:
2020 Curriculum Units Volume I
Date Added:
08/01/2020
Vístete como quieras
Unrestricted Use
CC BY
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En la primera parte de la actividad, se expondrán los atuendos más característicos de la época de los '50 en adelante; invitando a los prosumidores a cuestionar las diferencias y compararlas con su realidad.Luego, se expondrá un video reflexivo acerca de la expresión de la vestimenta y un momento de 15 minutos para discutir lo visto anteriormente. ¿Qué opinas de eso? ¿Alguna vez sufriste discriminación? ¿Crees que este bien? ¿De dónde creen que salga el pensamiento de la asignación de vestimenta al género? Entre otras preguntas.Finalmente, los alumnos escanearán un código QR para acceder a la actividad; una comunidad en Instagram en donde podrán compartir una imagen de un atuendo que los represente y el por qué. Este puede estar acompañado con su nombre o puede permanecer anónimo. El objetivo de esto es celebrar y visibilizar las diferentes perspectivas culturales que cada uno de nosotros tenemos acerca de la vestimenta y como nos expresamos con ella. De igual forma, esto inventiva al estudiante a eliminar tabúes y vergüenza al momento de expresar sus gustos y opiniones, dando paso a un desarrollo adecuado al pensamiento creativo y crítico.

Subject:
Philosophy
Psychology
Sociology
Special Education
Material Type:
Diagram/Illustration
Author:
Alan Abad
Date Added:
03/16/2023
WWHoA Psychology and Sociology Activity Collection
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CC BY-SA
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This collection an be used as group or individual activities in psychology, sociology, communications, or related courses. The WWHoA model aims to first engage students in the "Why" of the concept or lesson, then moves them into the "what" and "how," before concluding with "assessments." The materials cover four lessons, and are intended to be used as is and also expanded upon for other concepts. These activities were created by Maria Gross, Psychology, Mid Michigan Community College; Kelley Eltzroth, Psychology, Mid Michigan Community College;
Nicole Korzetz, Psychology, Lee College; Philip B. Terry-Smith,Ph.D, Sociology, Anne Arundel Community College; and Diane Miller, Communication, Mid Michigan Community College.

Subject:
Business and Communication
Communication
Psychology
Social Science
Sociology
Material Type:
Lesson Plan
Date Added:
09/03/2018
Wanna Play? (Read Aloud)
Only Sharing Permitted
CC BY-NC-ND
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Story tells how Calr Erskine became lifelong friends with Johnny Wilson, then Jackie Robinson.  Also, learn the story of how Carl compares his World Series ring and son Jimmy’s Special Olympics medal. This video is 8:37 minutes.32 pages Suggested for grades 1-3  ISBN: 979-8-9863985-0-1Library of Congress: HM831. E77 E65 2022

Subject:
Elementary Education
Sociology
Speaking and Listening
Material Type:
Activity/Lab
Lesson
Reading
Author:
Special Olympics Indiana
Date Added:
08/06/2022
Wants Versus Needs
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CC BY-NC-SA
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"Wants Versus Needs" is a two-part assignment given to students to encourage reflection on the materialism/consumption inherent in today's American society. This activity is designed to bring home to students the personal impact of materialism and advertising in America today.

(Note: this resource was added to OER Commons as part of a batch upload of over 2,200 records. If you notice an issue with the quality of the metadata, please let us know by using the 'report' button and we will flag it for consideration.)

Subject:
Biology
Life Science
Social Science
Sociology
Material Type:
Activity/Lab
Provider:
Science Education Resource Center (SERC) at Carleton College
Provider Set:
Teach the Earth
Author:
Madeline Lovell, Seattle University
Date Added:
12/09/2021