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Data sharing in PLOS ONE: An analysis of Data Availability Statements
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CC BY
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A number of publishers and funders, including PLOS, have recently adopted policies requiring researchers to share the data underlying their results and publications. Such policies help increase the reproducibility of the published literature, as well as make a larger body of data available for reuse and re-analysis. In this study, we evaluate the extent to which authors have complied with this policy by analyzing Data Availability Statements from 47,593 papers published in PLOS ONE between March 2014 (when the policy went into effect) and May 2016. Our analysis shows that compliance with the policy has increased, with a significant decline over time in papers that did not include a Data Availability Statement. However, only about 20% of statements indicate that data are deposited in a repository, which the PLOS policy states is the preferred method. More commonly, authors state that their data are in the paper itself or in the supplemental information, though it is unclear whether these data meet the level of sharing required in the PLOS policy. These findings suggest that additional review of Data Availability Statements or more stringent policies may be needed to increase data sharing.

Subject:
Applied Science
Computer Science
Health, Medicine and Nursing
Information Science
Social Science
Material Type:
Reading
Provider:
PLOS ONE
Author:
Alicia Livinski
Christopher W. Belter
Douglas J. Joubert
Holly Thompson
Lisa M. Federer
Lissa N. Snyders
Ya-Ling Lu
Date Added:
08/07/2020
Democracy Minutes
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CC BY-NC-ND
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Democracy Minutes are a growing series of short videos that explain topics and constructs important to civil discourse and a healthy democracy. This video series is created by the Vanderbilt Project on Unity and American Democracy, which elevates the role of research and evidence-based reasoning into the national conversation. Drawing on original content anchored on facts and evidence, the Project seeks to make a meaningful contribution to bridging America’s deepest differences.

Subject:
History
Social Science
U.S. History
Material Type:
Lecture
Lesson
Module
Teaching/Learning Strategy
Date Added:
06/08/2022
Development, Planning, and Implementation: The Dialectic of Theory and Practice
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CC BY-NC-SA
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This is an advanced graduate-level seminar that will analyze the effectiveness of development and planning theories from the perspective of practitioners who implement projects and policies based on such theories. The course will be organized around 12 implementation puzzles, which should be considered for re-theorizing both developmental and planning processes.

Subject:
Political Science
Social Science
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Ferreira Cardoso, Cauam
Sanyal, Bishwapriya
Date Added:
09/01/2017
Displacement in the Face of Climate Change
Read the Fine Print
Educational Use
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In this unit, students will analyze how climate change affects migration around the world and the policies that could be effective in addressing the issue. To start, students will investigate what motivates people to move in general. Then students will read “The Great Climate Migration” by Abrahm Lustgarten and Meridith Kohut, where they will be introduced to how climate change may affect migration in the future. Students will then investigate how climate change is impacting migration by reading and presenting about specific scenarios around the globe. Finally, students will begin to research how policy can address climate migration to avoid disastrous outcomes in the future.

Subject:
Social Science
Material Type:
Lesson Plan
Provider:
Pulitzer Center
Author:
April Wallace
Date Added:
07/22/2021
The Economic History of Work and Family
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CC BY-NC-SA
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This course will explore the relation of women and men in both pre-industrial and modern societies to the changing map of public and private (household) work spaces, examining how that map affected their opportunities for both productive activity and the consumption of goods and leisure. The reproductive strategies of women, either in conjunction with or in opposition to their families, will be the third major theme of the course. We will consider how a place and an ideal of the "domestic" arose in the early modern west, to what extent it was effective in limiting the economic position of women, and how it has been challenged, and with what success, in the post-industrial period. Finally, we will consider some of the policy implications for contemporary societies as they respond to changes in the composition of the paid work force, as well as to radical changes in their national demographic profiles. Although most of the material for the course will focus on western Europe since the Middle Ages and on the United States, we will also consider how these issues have played themselves out in non-western cultures.

Subject:
Anthropology
Arts and Humanities
Economics
Gender and Sexuality Studies
History
Social Science
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
McCants, Anne
Date Added:
02/01/2005
Economics Made Easy: Curricular Resources for Economics Courses
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CC BY
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Looking for engaging content for your economics courses? The Institute for Humane Studies has curated this collection of educational resources to help economics professors enrich their curriculum. Find videos, interactive games, reading lists, and more on everything from opportunity costs to trade policy. This collection is updated frequently with new content, so watch this space!

Subject:
Economics
Social Science
Material Type:
Teaching/Learning Strategy
Provider:
Institute for Humane Studies
Author:
Institute for Humane Studies
Date Added:
04/13/2018
Electric Cars: Policy
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CC BY-NC-SA
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Electric cars are more than a novel means of mobility. They have been recognized as an essential building block of the energy transition. Fulfilling their promise will imply a significant change in the technical, digital and social dimensions of transport and energy infrastructure. As the massive adoption of electric mobility will deeply change our society and our individual routines, government intervention is called for. If you are interested in learning about the roles of government in shaping the transition towards electric mobility and renewable energy systems, then this is the course for you.

In this course, you will explore the promise of electric mobility from different public policy perspectives and different levels of government, and learn how they interact. After completing this course, you will be able to assess a policy plan to support the introduction of electric cars and make a motivated choice between alternative policy instruments. In the final week, the course will be concluded by connecting the different track perspectives.

The course includes video lectures, presentations and exercises, which are all illustrated with real-world case studies from projects that were implemented in the Netherlands.

Subject:
Applied Science
Engineering
Material Type:
Full Course
Provider:
Delft University of Technology
Provider Set:
TU Delft OpenCourseWare
Author:
prof.dr.ir. Margot Weijnen
prof.dr.ir. Z. Lukszo
Date Added:
02/19/2019
Electricity and Gas: Market Design and Policy Issues
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CC BY-NC-SA
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European gas and electricity markets have largely been liberalized. Due to the specific physical characteristics and public interest aspects of electricity and gas, and to the fact that the networks continue to be natural monopolies, these markets require careful design. In this class, it is analyzed what the market design variables are and how the ongoing process of market design depends on policy goals, starting conditions and physical, technical and institutional constraints. In addition, a number of current policy issues will be discussed, such as security of supply, the CO2 emissions market, the integration of European energy markets and privatization. Participation in a simulation game, in which long-term market dynamics are simulated, is mandatory.

Subject:
Economics
Social Science
Material Type:
Lecture
Lecture Notes
Provider:
Delft University of Technology
Provider Set:
Delft University OpenCourseWare
Author:
Dr.ir. L.J. de Vries
Date Added:
02/12/2016
Energy Economics
Conditional Remix & Share Permitted
CC BY-NC-SA
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This course explores the theoretical and empirical perspectives on individual and industrial demand for energy, energy supply, energy markets, and public policies affecting energy markets. It discusses aspects of the oil, natural gas, electricity, and nuclear power sectors and examines energy tax, price regulation, deregulation, energy efficiency and policies for controlling emission.

Subject:
Applied Science
Atmospheric Science
Career and Technical Education
Economics
Environmental Science
Environmental Studies
Physical Science
Political Science
Social Science
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Joskow, Paul
Date Added:
02/01/2007
Energy and Environment in American History: 1705-2005
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CC BY-NC-SA
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A survey of how America has become the world's largest consumer of energy. Explores American history from the perspective of energy and its relationship to politics, diplomacy, the economy, science and technology, labor, culture, and the environment. Topics include muscle and water power in early America, coal and the Industrial Revolution, electrification, energy consumption in the home, oil and US foreign policy, automobiles and suburbanization, nuclear power, OPEC and the 70's energy crisis, global warming, and possible paths for the future.

Subject:
Arts and Humanities
Economics
Social Science
World Cultures
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Peter Shulman
Date Added:
02/16/2011
English Language Arts, Grade 12
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CC BY-NC
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The 12th grade learning experience consists of 7 mostly month-long units aligned to the Common Core State Standards, with available course material for teachers and students easily accessible online. Over the course of the year there is a steady progression in text complexity levels, sophistication of writing tasks, speaking and listening activities, and increased opportunities for independent and collaborative work. Rubrics and student models accompany many writing assignments.Throughout the 12th grade year, in addition to the Common Read texts that the whole class reads together, students each select an Independent Reading book and engage with peers in group Book Talks. Language study is embedded in every 12th grade unit as students use annotation to closely review aspects of each text. Teacher resources provide additional materials to support each unit.

Subject:
English Language Arts
Material Type:
Full Course
Provider:
Pearson
Date Added:
10/06/2016
English Language Arts, Grade 12, Global Issues
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CC BY-NC
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Who decides who among us is civilized? What rules should govern immigration into the United States? Whom should we let in? Keep out? What should we do about political refugees or children without papers? What if they would be a drain on our economy?

ACCOMPLISHMENTS

Students read William Shakespeare’s play The Tempest and write a short argument about who in the play is truly civilized.
Students participate in a mock trial in which they argue for or against granting asylum to a teenage refugee, and then they write arguments in favor of granting asylum to one refugee and against granting it to another.
Students read an Independent Reading text and write an informational essay about a global issue and how that relates to their book.

GUIDING QUESTIONS

These questions are a guide to stimulate thinking, discussion, and writing on the themes and ideas in the unit. For complete and thoughtful answers and for meaningful discussions, students must use evidence based on careful reading of the texts.

What role do national identity, custom, religion, and other locally held beliefs play in a world increasingly characterized by globalization?
How does Shakespeare’s view of human rights compare with that in the Universal Declaration of Human Rights?
Who is civilized? Who decides what civilization is or how it’s defined?
How do we behave toward and acknowledge those whose culture is different from our own?

Subject:
English Language Arts
Reading Informational Text
Reading Literature
Speaking and Listening
Material Type:
Unit of Study
Provider:
Pearson
English Language Arts, Grade 12, Global Issues, Contemporary Issues, The Universal Declaration of Human Rights
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CC BY-NC
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In this lesson, students will share their drafts of their fear narratives and give feedback in small groups. They’ll have class time to revise and complete a final draft. They’ll revisit the Universal Declaration of Human Rights to see what the document says about immigrants and refugees.

Subject:
English Language Arts
Material Type:
Lesson Plan
Date Added:
09/21/2015
Environmental Justice, Fall 2004
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CC BY-NC-SA
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Examines theories and practice of environmental justice, concerns about race, poverty, and the environment in both domestic and international contexts, exploring and critically analyzing philosophies, frameworks, and strategies underlying environmental justice movements. Examines case studies of environmental injustices, including: distribution of environmental quality and health, unequal enforcement of regulations, unequal access to resources to respond to environmental problems, and the broader political economy of decision-making around environmental issues. Explores how environmental justice movements relate to broader sustainable development goals and strategies. This class explores the foundations of the environmental justice movement, current and emerging issues, and the application of environmental justice analysis to environmental policy and planning. It examines claims made by diverse groups along with the policy and civil society responses that address perceived inequity and injustice. While focused mainly on the United States, international issues and perspectives are also considered.

Subject:
Anthropology
Biology
Ecology
Life Science
Social Science
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Carmin, JoAnn
Date Added:
01/01/2004
Environmental Policy and Economics
Conditional Remix & Share Permitted
CC BY-NC-SA
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This course explores the proper role of government in the regulation of the environment. It will help students develop the tools to estimate the costs and benefits of environmental regulations. These tools will be used to evaluate a series of current policy questions, including: Should air and water pollution regulations be tightened or loosened? What are the costs of climate change in the U.S. and abroad? Is there a "Race to the Bottom" in environmental regulation? What is "sustainable development"? How do environmental problems differ in developing countries? Are we running out of oil and other natural resources? Should we be more energy efficient? To gain real world experience, the course is scheduled to include a visit to the MIT cogeneration plant. We will also do an in-class simulation of an air pollution emissions market.

Subject:
Atmospheric Science
Career and Technical Education
Economics
Environmental Studies
Physical Science
Political Science
Social Science
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Allcott, Hunt
Date Added:
02/01/2011
Environmental studies: Climate Change
Only Sharing Permitted
CC BY-NC-ND
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TED Studies, created in collaboration with Wiley, are curated video collections — supplemented by rich educational materials — for students, educators and self-guided learners. In Climate Change, speakers give talks that boldly illuminate the nature and scale of current-day climate science, policy and ethics. They explore the economics and psychology of individual and collective action — or inaction — on climate change in order to assess the costs of our choices and opportunities for change. Relevant areas of interest, study and coursework include: ecology, atmospheric science, oceanography, glaciology, energy development, environmental policy, science in the media, political science, ethics, sociology, behavioral psychology and cultural studies.

Subject:
Atmospheric Science
Physical Science
Material Type:
Lecture
Reading
Teaching/Learning Strategy
Provider:
TED
Provider Set:
TED Studies
Author:
Kanmani Venkateswaran
Maxwell Boykoff
Date Added:
01/06/2017
Ethical Dimensions of Renewable Energy and Sustainability Systems
Conditional Remix & Share Permitted
CC BY-NC-SA
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This course presents an examination of ethical issues relevant to systems-based research procedures, professional conduct, social and environmental impacts, and embedded ethics in research and professional practice in RESS based jobs. In this course, you will consider case studies of ethical issues that can arise when engaging renewable energy and sustainability systems. You will also develop an ethics case study based on your area of RESS interests. The goals of the course are to provide you with tools for analyzing ethical issues both in the line of professional duties and in consideration of the various ethical issues that face an entire sector of renewable energy and that underpin the very reasons for taking a sustainable and renewable approach.

Subject:
Applied Science
Environmental Science
Material Type:
Full Course
Provider:
Penn State College of Earth and Mineral Sciences
Author:
Erich Schienke
Date Added:
10/07/2019
Ethics and the Law on the Electronic Frontier
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CC BY-NC-SA
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This course considers the interaction between law, policy, and technology as they relate to the evolving controversies over control of the Internet. In addition, there will be an in-depth treatment of privacy and the notion of "transparency" -- regulations and technologies that govern the use of information, as well as access to information. Topics explored will include:

Legal Background for Regulation of the Internet
Fourth Amendment Law and Electronic Surveillance
Profiling, Data Mining, and the U.S. PATRIOT Act
Technologies for Anonymity and Transparency
The Policy-Aware Web

Subject:
Arts and Humanities
Business and Communication
Communication
Intellectual Property Law
Law
Philosophy
Political Science
Social Science
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Abelson, Harold
Fischer, Michael
Weitzner, Daniel
Date Added:
09/01/2005
Evaluating the Effects of Local Energy Resource Development
Unrestricted Use
CC BY
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This is a semester-long jigsaw project in which students work in teams to explore the effects of energy resource development on local water resources, economics, and society. Students are presented with a contemporary energy resource development issue being debated in their community. They research the water, geological, economic, and social impact of the project, and then either defend or support the development proposal.

Subject:
Career and Technical Education
Environmental Studies
Physical Science
Material Type:
Activity/Lab
Provider:
CLEAN: Climate Literacy and Energy Awareness Network
Provider Set:
CLEAN: Climate Literacy and Energy Awareness Network
Author:
Devin Castendyk
SERC - On the Cutting Edge Collection
Date Added:
06/19/2012
Explore Boston’s Energy, Climate, and Equity Initiatives
Unrestricted Use
CC BY
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Major reports and initiatives by the city and its collaborators are described here in chronological order, starting in 2007. Use the drop down menu to filter the reports by subject area.

Subject:
Applied Science
Career and Technical Education
Environmental Studies
Material Type:
Case Study
Diagram/Illustration
Reading
Provider:
Boston University
Provider Set:
Boston University Institute for Global Sustainability
Date Added:
11/18/2022