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.
Science, Discovery and the Universe Scholars Program to Close After Successful 25-Year Run
College Park Scholars has announced that, after 25 years of providing students with an interdisciplinary curriculum examining the role of science in society, the Science, Discovery and the Universe (SDU) Scholars program will close at the end of this academic year. The decision was made by mutual agreement between College Park Scholars and the Department of Astronomy, which sponsors the program.
Practicum Offers Hands-On Ways to Learn About ‘Complicated Issues In and Out of the Classroom'
Incoming students often hear about the various experiences that Scholars take on in their practica–the capstone project or culminating hands-on learning all College Park Scholars are required to complete in their second year. Though specific practicum requirements vary by Scholars program, students are commonly able to meet program needs by engaging in an internship, doing service-learning or conducting research.
Paper Co-Authored by STS Undergrads Receives Best Paper Recognition at National Conference
During Sona Chudamani’s first year at the University of Maryland, she volunteered to be a subject for a research project. Her reason? “I didn’t have much to do during my freshman year, especially with everything being online,” she says.
Scholars recognizes Citation Class of 2022, Founders Circle Award winners
Students in College Park Scholars’s Citation Class of 2022 began their University of Maryland (UMD) careers in the fall of 2020, under the shadow of the COVID-19 pandemic. They spent their first year almost entirely online: Some Zoomed into their program colloquium from their double-turned-single dorm rooms; others attended virtually from their families’ homes, away from campus.
2 Scholars alums named Merrill Presidential Scholars
Two Scholars alumni were among the 19 graduating seniors named this year’s Philip Merrill Presidential Scholars. The program recognizes the University of Maryland’s most successful seniors—as chosen by their academic colleges—and additionally honors the university faculty and K–12 teachers they cite for their mentorship. The two alums were: Alexia Ayuk, Business, Society and the Economy Katelyn Wang, Environment, Technology and Economy
UMD Grant Initiative Bolsters Scholars Curricula With Additional Experiential Learning
Hands-on, active learning has always been a hallmark of College Park Scholars. Thanks to new grants from the University of Maryland (UMD), some Scholars programs will expand upon those traditions with more resources and support. The grants come from UMD’s campuswide Teaching and Learning Innovation Grants initiative, which is providing significant funds—up to tens of thousands of dollars in some cases—for innovative educational projects that focus on active and experiential learning.