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QSIDE Institute

@qside.bsky.social
135 followers 44 following 131 posts

www.qsideinstitute.org A research-to-action-to-change organization, partnering with CBOs and mission-driven organizations, to measure systemic inequities and provide evidence-backed solutions.

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QSIDE Institute @qside.bsky.social · 24/09/2026
If you would like to make your opinion on this matter known, the deadline for public comment is October 13th (comments can also be submitted anonymously): us.list-manage.com/d97dOXFJG_u?...
us.list-manage.com
Decennial Census of the Population of Americans; Proposed Residence Criteria and Proposed Regulations for Demographic Questions
The Census Bureau is proposing to add two new parts to the Code of Federal Regulations governing the decennial census of population and housing. First, the Census Bureau is proposing to add a part out...
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QSIDE Institute @qside.bsky.social · 24/09/2026
These changes will make studying structural inequity more difficult, and have serious implications beyond whose existence and identity is deemed worthy of being counted.
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QSIDE Institute @qside.bsky.social · 24/09/2026
The Census Bureau published a federal register notice proposing changes to the 2030 census. In brief, the proposed changes would eliminate the collection of race/ethnicity data in the decennial census and revise the residency rules to exclude undocumented U.S. residents from data collection.
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QSIDE Institute @qside.bsky.social · 14/09/2026
At QSIDE, we believe data should be accessible to identify and rectify inequity & human suffering. To this end, QSIDE has collected and synthesized data from a variety of different sources and sectors, to make visible truths that are often intentionally obscured: qsideinstitute.org/qside-datase...
qsideinstitute.org
QSIDE Datasets - QSIDE
Below is a list of our public QSIDE datasets. You can read more about the context and methodology for data collection in the associated studies included below. All data sets are available for use in t...
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QSIDE Institute @qside.bsky.social · 14/09/2026
The federal government is attempting to change to the U.S. Census in that ways that make it harder to address equity-related questions related to race, ethnicity, and citizenship: www.npr.org/2026/09/09/n...
npr.org
Trump officials propose sweeping changes to the census that would reshape voting maps
A Trump census proposal would stop asking about race and exclude millions of U.S. residents from a count that the 14th Amendment says must include the "whole number of persons in each state."
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QSIDE Institute @qside.bsky.social · 21/08/2026
Learn more about the pharmacy refusals, the risks they pose, and what the lab is doing to address it, by visiting qsideinstitute.org/pharmacy-ref... . You can also watch our new video, which answers frequently asked questions at www.youtube.com/watch?v=LAD0dYcNIpk !
youtube.com
Pharmacy Refusals Lab FAQ Video
YouTube video by QSIDE Institute
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QSIDE Institute @qside.bsky.social · 21/08/2026
Since June 2024, QSIDE has been investigating pharmacy refusal-to-fill incidents in response to growing anecdotal reports, equity concerns, and an evolving legal landscape surrounding prescription refusals.
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QSIDE Institute @qside.bsky.social · 03/08/2026
New research by QSIDE has found that the current law review submission system is both inefficient and inequitable—rewarding the prestige of the author’s institution rather than the quality of the article. For more information on our methods and findings, visit journals.plos.org/plosone/arti...
journals.plos.org
Inefficiency and inequity of the law review submission system
Where a legal scholar works shapes publication outcomes nearly as much as what they write. Law reviews, the primary publication market for legal scholarship in the United States, are run by student ed...
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QSIDE Institute @qside.bsky.social · 03/08/2026
Diversity, equity, and accessibility in academia not only improves educational and economic outcomes for individuals, but also enriches scholarship by broadening the range of perspectives, experiences, and ideas that shape research.
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QSIDE Institute @qside.bsky.social · 30/06/2026
Read more about the downstream effect of judicial appointments, and how to create a more just “justice” system, in our new op-ed: inquest.org/when-the-jud...
inquest.org
When the Judge Used to Wear Blue - Chad Topaz - Inquest
Data reveals that judges with law enforcement backgrounds are more likely to order pretrial detention and set high bail. In other words, judicial appointments are jail policy.
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QSIDE Institute @qside.bsky.social · 30/06/2026
Pretrial detention is linked to adverse legal & economic outcomes, including: higher conviction rates, harsher sentences, and persistent employment challenges. A recent QSIDE study found that judicial professional background affects both the likelihood and severity of pretrial detention outcomes.
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QSIDE Institute @qside.bsky.social · 17/06/2026
Interested in more reporting from those with a gender-expansive perspective? Follow and support @katelynburns.com’s newsletter Burns Notice (www.burnsnotice.com), and @transjournalists.org , to for more reporting on the trans community by the trans community!
burnsnotice.com
Burns Notice
Trans rights, politics internet culture, gaming, and the occasional sports thing. A newsletter by independent journalist Katelyn Burns.
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QSIDE Institute @qside.bsky.social · 17/06/2026
Hospitals across the country are receiving subpoenas as part of a wide effort to limit gender affirming care. Read how the DOJ is weaponizing the legal system against trans youth—and why this playbook may be adapted for immigration-status, abortion records, and more—in our new op-ed: bit.ly/3ScTKJ7
burnsnotice.com
GUEST: A Crucial Update on the Trans Care Hospital Subpoenas
And how hospitals can be fighting back against the DOJ's attacks We are proud to bring you this guest essay by Williams College professor Chad M. Topaz NYU Langone Health faced a 9 a.m. deadline thi...
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QSIDE Institute @qside.bsky.social · 12/06/2026
Interested in more data driven research on the criminal legal system, visit qsideinstitute.org/criminal-leg... Or, visit qsideinstitute.org/qside-datase... to access our unique criminal legal system datasets and code, and begin your own research today!
qsideinstitute.org
Criminal & Legal System Justice - QSIDE
Peer-Reviewed Papers Judicial Professional Background and Pretrial Detention Outcomes. Oren, O., Topaz, C. M. Journal of Law and Courts (2025). Quantifying Fair Chance Policy Implementation and Employ...
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QSIDE Institute @qside.bsky.social · 12/06/2026
New research by @vera.org shows more than 1,200 US counties have invested in expanding their carceral footprints between 2002-2022, despite national trends showing a sustained decrease in jail populations (~11% between 2019-2024). Learn more about their findings at www.vera.org/ending-mass-...
vera.org
The Scale of Jail Construction Across the United States, 2002–2022
Vera works closely with government and civic leaders to urgently build and improve justice systems that ensure fairness, promote safety, and strengthen…
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QSIDE Institute @qside.bsky.social · 09/06/2026
Grade cap policies have been shown to negatively impact educational outcomes, and worsen educational disparities for black students and female instructors. Read more about why grade quotes are harmful in our recent piece, published by Inside Higher Ed: www.insidehighered.com/opinion/view...
insidehighered.com
Don’t Follow Harvard on Grade Caps (opinion)
The evidence suggests that limiting the number of A grades is not the way to go.
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QSIDE Institute @qside.bsky.social · 02/06/2026
Join us TODAY @ 3pm (ET) for a FREE Virtual Reading of Unlocking Justice: The Power of Data to Confront Inequity and Create Change, with author and QSIDE co-founder @chadtopaz.bsky.social! To learn more or register visit: bit.ly/UnlockingJus...
Unlocking Justice: The Power of Data to Confront Inequity and Create Change by Chad M. Topaz. Book Cover.
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QSIDE Institute @qside.bsky.social · 27/05/2026
Repost and join us June 2nd for a chance to win a signed copy of Unlocking Justice! Optional donations encouraged, but not required. To pre-order a copy of Unlocking Justice, visit: chadtopaz.com/book/
chadtopaz.com
Unlocking Justice — Chad M. Topaz
Unlocking Justice: The Power of Data to Confront Inequity and Create Change by Chad M. Topaz. Princeton University Press, 2026.
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QSIDE Institute @qside.bsky.social · 27/05/2026
Join us for a FREE Virtual Reading of Unlocking Justice: The Power of Data to Confront Inequity and Create Change, with author and QSIDE co-founder, @chadtopaz.bsky.social, June 2nd at 3:00 pm (ET)! To learn more or register today, visit: bit.ly/UnlockingJus...
Unlocking Justice: The Power of Data to Confront Inequity and Create Change by Chad M. Topaz. Book cover.
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QSIDE Institute @qside.bsky.social · 25/05/2026
Interested in learning more about the inequities at the heart of our criminal justice system, which mathematics can reveal? Join a FREE virtual reading/Q&A of Unlocking Justice with author and activist Chad Topaz (@chadtopaz.bsky.social), June 2nd @3pm ET! bit.ly/UnlockingJus...
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QSIDE Institute @qside.bsky.social · 25/05/2026
The evidentiary standard set by Justice Alito, when overturning Section 2 of the Voting Rights Act, is mathematically unmeetable. Read why this ruling effectively dismantles the Voting Rights Act in an op-ed by QSIDE cofounder @chadtopaz.bsky.social : electionlawblog.org?p=155797
electionlawblog.org
Chad Topaz: "The Phony Math at the Heart of the Supreme Court’s Voting Ruling" #ELB
The following is a guest post from Chad Topaz, author of the forthcoming book,  Unlocking Justice: The Power of Data to Confront Inequity and Create Change: Commentary on Callais has emphasized the de...
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QSIDE Institute @qside.bsky.social · 18/05/2026
Only two weeks left to register for the 2026 Data4Justice Accelerator! Given the sharp rise in ICE operations across the country, all guided and personal research assignments will focus on ICE activity and detention data! No prior experience required! Visit bit.ly/d4jaccelerator to learn more!
QSIDE Institute is proud to Announce our Data4Justice Accelerator.

Summer 2026, June 15th - July 26th.

Learn core data science skills through lessons and a guided research project focused on Immigration and Customs Enforcement/ICE data in this 5-week intensive online course.
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QSIDE Institute @qside.bsky.social · 15/05/2026
These insights come from a dataset of over 20,000 Federalist Society events from 1984-2024, compiled by @chadtopaz.bsky.social. To learn more about Chad’s criminal justice research, join a FREE virtual reading/Q&A from their upcoming book Unlocking Justice June 2nd @3pm ET! bit.ly/UnlockingJus...
bit.ly
Unlocking Justice Virtual Reading w/ Author Chad Topaz
Join us for a FREE Virtual Reading of Unlocking Justice: The Power of Data to Confront Inequity and Create Change by author Chad Topaz!
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QSIDE Institute @qside.bsky.social · 15/05/2026
A new op-ed by QSIDE cofounder @chadtopaz.bsky.social describes what the data reveals about influence of the Federal Society in manufacturing the judicial ideologies and judges that are behind gutting human, civil, environmental, and voting rights protections: religiondispatches.org/2026/05/14/w...
religiondispatches.org
What 20,000 Federalist Society Events Reveal About the Conservative Legal Machine
On April 29, in Louisiana v. Callais, the Supreme Court rendered Section 2 of the Voting Rights Act, in Justice Kagan’s words, “all but a dead letter.” The 6-3 decision reset the rules for challenging...
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QSIDE Institute @qside.bsky.social · 11/05/2026
Repost and join us June 2nd for a chance to win a signed copy of Unlocking Justice! Optional donations encouraged, but not required. To pre-order a copy of Unlocking Justice, visit: chadtopaz.com/book/
chadtopaz.com
Unlocking Justice — Chad M. Topaz
Unlocking Justice: The Power of Data to Confront Inequity and Create Change by Chad M. Topaz. Forthcoming June 2026 from Princeton University Press.
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QSIDE Institute @qside.bsky.social · 11/05/2026
Join us for a FREE Virtual Reading of Unlocking Justice: The Power of Data to Confront Inequity and Create Change, with author and QSIDE co-founder, @chadtopaz.bsky.social, June 2nd at 3:00 pm (ET)! To learn more or register today, visit: bit.ly/UnlockingJus...
bit.ly
Unlocking Justice Virtual Reading w/ Author Chad Topaz
Join us for a FREE Virtual Reading of Unlocking Justice: The Power of Data to Confront Inequity and Create Change by author Chad Topaz!
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QSIDE Institute @qside.bsky.social · 04/05/2026
If you would like to hold ICE accountable using the power of data science, join our Data4Justice Accelerator, June 26th. All personal and guided research assignments will be tailored to teach you how to analyze ICE activity and detention data. For more information, visit: bit.ly/d4jaccelerator
bit.ly
Data4Justice Accelerator Program - QSIDE
Reserve a place in our upcoming summer session! Kickstart your social justice research agenda with QSIDE! The QSIDE Institute is proud to announce the launch of the Data4Justice Accelerator, a trainin...
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QSIDE Institute @qside.bsky.social · 04/05/2026
Towards the end of 2025, @thetrace.org launched a new data tool for tracking ICE firearm incidents—from brandishing a weapon to lethal shootings. This dashboard is being updated as new events occur: www.thetrace.org/2025/12/immi...
thetrace.org
How Many People Have Been Shot in ICE Raids?
The Trace is tracking gun incidents connected to Trump’s deployment of immigration agents. Know of an incident? Please be in touch.
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QSIDE Institute @qside.bsky.social · 13/04/2026
Given the sharp rise in ICE operations across the country, all of our guided and personal research assignments will be focused specifically on analyzing ICE activity and detention data. No prior experience required! Visit bit.ly/d4jaccelerator to learn more!
bit.ly
Data4Justice Accelerator Program - QSIDE
Reserve a place in our upcoming summer session! Kickstart your social justice research agenda with QSIDE! The QSIDE Institute is proud to announce the launch of the Data4Justice Accelerator, a trainin...
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QSIDE Institute @qside.bsky.social · 13/04/2026
We are excited to announce this summer we will be offering our 5-week data science online intensive focusing on Immigration and Customs Enforcement (ICE).
QSIDE Insitute is Proud to Announce our Data4Justice Accelerator (Summer 2026, June 15th - July 26th). 

Lean core data science skills through lessons and a guided research project focused on Immigration and Customs Enforcement/ICE data in this 5-week intensive online course!
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QSIDE Institute @qside.bsky.social · 02/04/2026
To learn more about the research behind the article, visit: www.scrutinize.org/judicial-pro... To learn how to accomplish your own criminal justice research agenda, visit bit.ly/d4jaccelerator!
scrutinize.org
Judicial Professional Background and Pretrial Detention Outcomes — Scrutinize
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QSIDE Institute @qside.bsky.social · 02/04/2026
The opinion piece builds on NEW research done by the QSIDE Institute and Scrutinize which found NYC judges with law enforcement backgrounds (former prosecutors, police officers) set cash bail 32% higher on average (~$9,200) and detain defendants more frequently than judges without those backgrounds
What This Means in Practice.

In New York City, the mayor appoints Criminal Court Judges to 10-year terms. Our findings suggest that replacing a single former law enforcement judge with one that has neither law enforcement nor legal service experience would, over that term, result in: ~$8.7M in taxpayer savings detention costs, ~$6M less in cash bail imposed on defendants and families, ~65 fewer people detained, and ~17 years of jail time avoided.
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QSIDE Institute @qside.bsky.social · 02/04/2026
QSIDE Chief Research Officer @chadtopaz.bsky.social was just published in the Boston Globe last month, outlining the practical impacts of judicial appointments for the state of Massachusetts: www.bostonglobe.com/2026/03/20/o....
bostonglobe.com
What’s missing from Healey’s court picks - The Boston Globe
Former prosecutors dominate new judicial appointments, influencing bail, detention, and the very outcomes reforms aimed to fix.
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QSIDE Institute @qside.bsky.social · 23/03/2026
Given the sharp rise in ICE operations across the country, all of our guided and personal research assignments will be focused specifically on analyzing ICE activity and detention data. No prior experience required! Visit bit.ly/d4jaccelerator to learn more!
bit.ly
Data4Justice Accelerator Program - QSIDE
Reserve a place in our upcoming summer session! Kickstart your social justice research agenda with QSIDE! The QSIDE Institute is proud to announce the launch of the Data4Justice Accelerator, a trainin...
000
QSIDE Institute @qside.bsky.social · 23/03/2026
We are excited to announce this summer we will be offering our 5-week data science online intensive focusing on Immigration and Customs Enforcement (ICE).
Flyer for Summer Accelerator.

QSIDE Institute is proud to Announce our Data4Justice Accelerator.

Summer 2026, June 15th - July 26th.

Learn core data science skills through lessons and a guided research project focused on Immigration and Customs Enforcement/ICE data in this 5-week intensive online course.

Participants will also develop their own personal research plan focused on justice in immigration policy and/or immigration enforcement. 

All technical skill levels are welcome!

To learn more, scan the QR code or visit bit.ly/d4jaccelerator
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QSIDE Institute @qside.bsky.social · 19/02/2026
QSIDE Institute and the Association for Women in Mathematics are sponsoring a FREE online workshop (February 20th) on how to improve your public-facing writing! Learn how to make your work clear, accessible, and available for a wider audience to increase its impact! Register now: bit.ly/3NmTbKq
bit.ly
The Public Scholar Workshop - How to Get Started, How to Get Better
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QSIDE Institute @qside.bsky.social · 11/02/2026
Register for our FREE virtual hands-on Workshop, February 20th, at: bit.ly/3NmTbKq
bit.ly
The Public Scholar Workshop - How to Get Started, How to Get Better
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QSIDE Institute @qside.bsky.social · 11/02/2026
In this hands-on Zoom workshop sponsored by the Association for Women in Mathematics (AWM) and the QSIDE Institute, Historian David M. Perry will describe how to begin navigating the media landscape and help you workshop your ideas for a public-facing writing project!
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QSIDE Institute @qside.bsky.social · 11/02/2026
FREE Public Scholar Workshop: How to Get Started, How to Get Better! As mathematicians and data scientists, we have a huge amount of expertise--and that expertise matters. How do we communicate what we care about to the public?
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QSIDE Institute @qside.bsky.social · 06/02/2026
If you are in need of legal assistance or aid visit: www.immigrationadvocates.org/nonprofit/le...
immigrationadvocates.org
Legal Directory - Nonprofit Resource Center
Immigration Advocates Network is a free national online network that supports legal advocates working on behalf of immigrants' rights.
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QSIDE Institute @qside.bsky.social · 06/02/2026
icemamp.dev (www.icemap.dev) pulls statistics and articles from ICE newsroom reports, TRAC immigration data, as well as a myriad of local and national news sources to provide a national overview of ICE activities and reporting, with special focus on its Enforcement and Removal Operations.
Screenshot of icemap.dev Live News feed and ICE activity map.
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QSIDE Institute @qside.bsky.social · 06/02/2026
iceinmyarea.org (www.iceinmyarea.org) is a community-driven ICE reporting/alert system, designed to help people stay informed about ICE activity in their neighborhoods by allowing users to anonymously report and view sightings of ICE vehicles, checkpoints, and detainments in real time.
iceinmyarea.org
ICE Activity Tracker - Community Safety Alert System
Anonymous community-driven tool to report and track ICE (Immigration and Customs Enforcement) activity. Help protect undocumented immigrants and their families by sharing real-time safety alerts.
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QSIDE Institute @qside.bsky.social · 06/02/2026
Civil rights pioneer Ida B. Wells said that “the way to right wrongs is to turn the light of truth upon them.” As communities across the country come together in action, we would like to highlight a few data tools doing just that — helping to keep people informed and safe during this time of fear.
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QSIDE Institute @qside.bsky.social · 06/02/2026
iceinmyarea.org (www.iceinmyarea.org) is a community-driven ICE reporting/alert system, designed to help people stay informed about ICE activity in their neighborhoods by allowing users to anonymously report and view sightings of ICE vehicles, checkpoints, and detainments in real time.
iceinmyarea.org
ICE Activity Tracker - Community Safety Alert System
Anonymous community-driven tool to report and track ICE (Immigration and Customs Enforcement) activity. Help protect undocumented immigrants and their families by sharing real-time safety alerts.
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QSIDE Institute @qside.bsky.social · 05/02/2026
For more Criminal Justice Research visit: qsideinstitute.org/criminal-leg... For Data Tools and Resources visit: qsideinstitute.org/resources/ To learn about our research partner, visit: www.scrutinize.org
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QSIDE Institute @qside.bsky.social · 05/02/2026
Findings: NYC judges with law enforcement backgrounds (e.g. former prosecutors, police officers) set cash bail 32% higher on average (~$9,200) and detain defendants more frequently than judges without those backgrounds.
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QSIDE Institute @qside.bsky.social · 05/02/2026
Are you interested in how judicial professional background affects pretrial detention outcomes? You can explore the data and code from our new peer-reviewed research yourselves at qsideinstitute.org/qside-datase... !
qsideinstitute.org
QSIDE Datasets - QSIDE
Below is a list of our public QSIDE datasets. You can read more about the context and methodology for data collection in the associated studies included below. All data sets are available for use in t...
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QSIDE Institute @qside.bsky.social · 20/01/2026
To find more information, and the full paper, visit www.scrutinize.org/judicial-pro... Or read our coverage in the @gothamist.com press: gothamist.com/news/as-mamd... This research created in partnership with Scrutinize, a legal research center for transparency & accountability: www.scrutinize.org
scrutinize.org
Judicial Professional Background and Pretrial Detention Outcomes — Scrutinize
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QSIDE Institute @qside.bsky.social · 20/01/2026
NEW RESEARCH on Judicial Professional Background and Pretrial Detention Outcomes Findings: NYC judges with law enforcement backgrounds (former prosecutors, police officers) set cash bail 32% higher on average (~$9,200) and detain defendants more frequently than judges without those backgrounds.
What This Means in Practice.

In New York City, the mayor appoints Criminal Court Judges to 10-year terms. Our findings suggest that replacing a single former law enforcement judge with one that has neither law enforcement nor legal service experience would, over that term, result in: ~$8.7M in taxpayer savings detention costs, ~$6M less in cash bail imposed on defendants and families, ~65 fewer people detained, and ~17 years of jail time avoided.
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QSIDE Institute @qside.bsky.social · 16/01/2026
Over the years, QSIDE has scraped, collected, and structured high-quality, verified datasets related to diversity, equity, and inclusion across multiple fields of research. Links to each dataset, its associated study, and more are available at qsideinstitute.org/qside-datase...
qsideinstitute.org
QSIDE Datasets - QSIDE
Below is a list of our public QSIDE datasets. You can read more about the context and methodology for data collection in the associated studies included below. All data sets are available for use in t...
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