Data Justice
Information, analytics and computing for social change
Introduction
Data Justice (DJ) provides students an opportunity to interrogate the biases that are built into information collection, design, and analysis. Students explore how specific values are coded into datasets, algorithms, AI-driven systems, machine learning models, and other sociotechnical systems. They gain advanced data-related skills that will serve them in a wide variety of careers that aim to make the world a better place through information.
By the conclusion of the program, students will be able to:
- Employ justice-centered approaches to equitable computer and data sciences;
- Analyze how cultural values, power, and privilege are encoded into technologies;
- Critique the sociopolitical values of data structure and algorithmic design;
- Analyze ways that computing and data science have been used as a catalyst for positive social change; and
- Develop a computing identity that intersects with personal identity factors.
DJ Scholars enters its second academic year in 2025-26. The program is sponsored by the University of Maryland’s College of Information, a top-ranked research and teaching college in the field of information science.
In the College of Information, faculty, staff, students, and partners are expanding the frontiers of how information and technology are accessed and used in a rapidly evolving world. We are combining principles of information science with cutting-edge technology to foster access to information, improve information interfaces, and expand how information is used in an evolving world.
Throughout all of our endeavors, the College of Information is committed to utilizing information and technology for good – to connect communities, empower individuals, and create opportunities.
Colloquium and Lecture Topics
- How do you use information?
- What is the info you need to change the world?
- What has produced the digital divide?
- How are digital identities different from personal identities?
- How can we achieve information justice?
The Data Justice program will be an excellent opportunity for undergraduate students interested in information science, computer science, the social sciences, journalism, business, policy, and more.
Other Learning Opportunities
In addition to colloquium and supporting courses, DJ students will choose three 1-credit electives from a group of courses focused on building technical computing and data science skills. Course titles include:
- Making Twitter Bots
- Solving Puzzles and Riddles with Computation
- Comic Books and Machine Learning
- Emergent Experiences through Technology
Off-campus excursions to information-related sites, such as the Library of Congress, the National Archives, and the Agricultural Library in Beltsville, MD, will foster community and encourage examination of information in the community (in physical location, cyberspace, and institutions created for the management and best use of information).
Curriculum Overview
Data Justice is an 18-credit program that includes a required course on algorithmic bias (INST204S); a series of colloquium courses on the topics of the digital divide, digital identities, and information justice; a set of supporting courses drawn from the College of Information’s 100- and 200-level courses on relevant current issues; a set of short supporting courses focused on technical computing and data science skills; and a practicum (CPDJ240 Service Learning) in which students will undertake a project with a community partner related to data justice.
The following table represents a typical two-year curriculum, but individual schedules will vary. Details about courses and requirements can be found on the Data Justice Citation Checklist.
| SEMESTER | COURSE | CREDITS |
|---|---|---|
| Semester 1 | CPDJ 100: Colloquium I | 1 credit |
| INST204S: Designing Fair Systems (DSHS, SCIS) | 3 credits | |
| Semester 2 | CPDJ 101: Colloquium II | 1 credit |
| Semester 3 | CPDJ 200: Colloquium III | 1 credit |
| Semester 1, 2, 3, or 4 | INST 388: Maker Movement Approach to Computing INST 388: Maker Movement Approach to Computing INST 388: Maker Movement Approach to Computing |
1 credit 1 credit 1 credit |
| Semester 1, 2, 3, or 4 | Supporting Course (var. Gen Ed) Supporting Course (var. Gen Ed) |
3 credits 3 credits |
| Semester 4 | CPDJ 240: Service-Learning Practicum | 3 credits |
Sponsoring College
Office Address
1101 Centreville
Office Phone
TBD
Faculty
News and Notes, Etc.
How International Studies Helped This Alumni Lawyer 'Discover the World'
When Valerie Redmond was studying government and politics at the University of Maryland, law school was always in the back of her mind. An alumna of the International Studies Scholars program, Redmond now works for Price Waterhouse Cooper in New York focusing on consumer compliance. Redmond knew she wanted to work as a lawyer after she took a class on the Supreme Court with Michael Spivey, a professor in the Department of Government and Politics. The class utilized real cases and required students to re-enact the arguments and determine how the case would go, Redmond explained.
Science, Technology and Society Alum Transforms Internship Into a Career at DOJ
After interning with the Department of Justice his junior year, Science, Technology and Society alumnus John Rookard applied for a position with the Justice Department the summer before his senior year. Rookard realized that there were post-grad professional opportunities for him at the Justice Department after speaking with the human resources manager at his internship. He applied for one of these positions August 2016, and received an offer in March of this year.
‘Proud to be a Scholar’: Arts Alum Now Working as Healthcare Lobbyist
Looking back, Arts Scholars alumna Shannon Gahs says it’s interesting to see how Arts Scholars alumni have used their experience in the program to bridge into different areas. After graduating from the University of Maryland in 2006, Gahs attended the University of Baltimore School of Law. She is now working at Bayada Home Health Care advocating for policies that will benefit nurses and therapists. In August, she was promoted to director of government affairs. “I’m using the organizational and presentation skills [that I developed in Arts] to bring together grassroots support and build coalitions with other groups advocating for our patients and nursing staff,” Gahs said.
Scholars Recognized at 2017 University Awards
Scholars students took home several top awards at the 36th University Student Leadership Awards on Sunday, May 7. University Awards recognized Maryland Medallion Society members and Byrd/Elkins Finalists who have contributed significantly to the general advancement of this university’s interests and displayed outstanding involvement and leadership in campus activities. These students are the university’s top 20 senior students; two Scholars alumni were recognized by the Maryland Medallion Society:
Public Leadership Alum Jazz Lewis Elected to Maryland State Legislature
Jazz Lewis, a 2009 alumnus of Public Leadership Scholars, is currently serving as the second youngest delegate in the Maryland General Assembly. "[Public Leadership] was pivotal to me, I got my first job in politics because of Public Leadership. I interned in the [Prince George’s County] councilman’s office as part of my practicum project," Lewis said. This internship provided him with a "feel for change on the local level," especially in Prince George’s County, where Lewis grew up. Lewis was introduced to this internship opportunity when former Public Leadership Director David Crocker brought in a Prince George’s County council member to speak to their class.
Washburn to Replace Littlefield as Director of Public Leadership Scholars
After working with Public Leadership Scholars for 10 years, Jennifer Littlefield will be transitioning out as director of the program and moving into the Public Policy Undergraduate Studies Office full-time. Littlefield sent Public Leadership Scholars an email on March 8 to inform students that this semester will be her last with PL. "It’s very bittersweet for me as August will mark my 10-year anniversary with the Public Leadership Program, four years as the Director," Littlefield wrote. "I absolutely love PL, its mission, curriculum, activities, staff, and most of all YOU. I will miss it tremendously, but I'm also very excited to be focusing my attention on launching the new major in Public Policy."