{"id":1726,"date":"2025-12-15T03:22:35","date_gmt":"2025-12-15T08:22:35","guid":{"rendered":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/?page_id=1726"},"modified":"2025-12-15T03:22:35","modified_gmt":"2025-12-15T08:22:35","slug":"using-big-data-to-dismantle-systemic-barriers-how-tracking-official-misconduct-can-foster-justice-and-increase-accountability-in-the-criminal-legal-system","status":"publish","type":"page","link":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/in-print\/volume-38-issue-3-summer-2025\/using-big-data-to-dismantle-systemic-barriers-how-tracking-official-misconduct-can-foster-justice-and-increase-accountability-in-the-criminal-legal-system\/","title":{"rendered":"Using Big Data to Dismantle Systemic Barriers: How Tracking Official Misconduct Can Foster Justice and Increase Accountability in the Criminal Legal System"},"content":{"rendered":"<p>The U.S. criminal legal system is a vast and complex machine, long subject<br \/>\nto public and scholarly scrutiny. The U.S. incarcerates more people than any<br \/>\nother nation, holding an astonishing 1.9 million individuals behind bars. Of<br \/>\nthem, approximately eighty percent are indigent, and over sixty percent are<br \/>\nracial minorities, despite these groups comprising a relatively small portion of<br \/>\nthe overall population. In this expansive system, which disproportionately tar<br \/>\ngets minorities and the poor, it is unsurprising that justice is not always served:<br \/>\nHuman error and bias are nearly guaranteed to occur at some juncture.<br \/>\nExperts estimate that about four percent of imprisoned individuals in America<br \/>\nare actually innocent of the crimes for which they were convicted, meaning<br \/>\nnearly 50,000 people are potentially being wrongfully held in state or federal<br \/>\nprisons today. Still, wrongful convictions based on actual innocence are only<br \/>\none piece of the puzzle. Many more individuals have been unjustly convicted<br \/>\ndue to violations of their constitutional rights. Class and race, however, are<br \/>\nnot the only common characteristics shared by those trapped in this derelict<br \/>\nsystem\u2014an alarming number of them were put there by misbehaving officials<br \/>\noccupying positions of power.<br \/>\nRecent data reveals that sixty percent of overturned criminal convictions in<br \/>\nthe United States were obtained as the result of official misconduct by govern<br \/>\nment actors, most frequently involving the concealment, falsification, or misrep<br \/>\nresentation of evidence by police and prosecutors. High-profile cases of<br \/>\nmisconduct have been widely reported in the media and analyzed by scholars.<br \/>\nAdvocates and policymakers have sought reform through litigation, legislation, and other means, but these efforts have largely fallen short of achieving change<br \/>\nfor a variety of reasons, not the least of which is because criminal justice stake<br \/>\nholders routinely disagree about the nature and extent of official misconduct,<br \/>\nwhat it derives from, and how often it occurs. As a result, relatively little pro<br \/>\ngress has been made over time to meaningfully examine some of the most perva<br \/>\nsive systemic injustices rooted in official malfeasance. But why is this? And<br \/>\nwhy, in an era of heightened public awareness about deficiencies in the criminal<br \/>\nlegal system and unprecedented access to information, has this issue not been<br \/>\nadequately addressed?<br \/>\nThis Article seeks to answer these questions by examining the role and scope<br \/>\nof known instances of official misconduct and evaluating the mechanisms by<br \/>\nwhich stakeholders have attempted to combat it. It scrutinizes the successes and<br \/>\nfailures of these efforts, highlighting how the lack of comprehensive data collec<br \/>\ntion has hindered reform. Specifically, this piece is the first to argue that the ab<br \/>\nsence of robust empirical data on official misconduct has impeded a thorough<br \/>\nunderstanding of its underlying causes and consequences, its frequency and vol<br \/>\nume, and the patterns that emerge within it. In advocating for the use of big<br \/>\ndata systems to uniformly track and analyze misconduct at the state and re<br \/>\ngional levels, the Article explores advancements that could be achieved if stake<br \/>\nholders prioritized systematic misconduct data collection. Finally, it proposes a<br \/>\ncollaborative framework for collecting, analyzing, and sharing misconduct<br \/>\ndata, offering practical guidance for implementing the necessary infrastructure.<br \/>\nBy fostering transparency, encouraging best practices, and holding officials<br \/>\naccountable, the use of big data systems to study official misconduct could dis<br \/>\nmantle systemic barriers to justice and revolutionize the system as we know it.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/wp-content\/uploads\/sites\/24\/2025\/12\/GT-GJLE250040.pdf\">Keep Reading<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The U.S. criminal legal system is a vast and complex machine, long subject to public and scholarly scrutiny. The U.S. incarcerates more people than any other nation, holding an astonishing [&hellip;]<\/p>\n","protected":false},"author":14207,"featured_media":0,"parent":1715,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"abstract.php","meta":{"_acf_changed":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"footnotes":"","_tec_slr_enabled":"","_tec_slr_layout":""},"class_list":["post-1726","page","type-page","status-publish","hentry"],"acf":[],"ticketed":false,"_links":{"self":[{"href":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/wp-json\/wp\/v2\/pages\/1726","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/wp-json\/wp\/v2\/users\/14207"}],"replies":[{"embeddable":true,"href":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/wp-json\/wp\/v2\/comments?post=1726"}],"version-history":[{"count":2,"href":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/wp-json\/wp\/v2\/pages\/1726\/revisions"}],"predecessor-version":[{"id":1753,"href":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/wp-json\/wp\/v2\/pages\/1726\/revisions\/1753"}],"up":[{"embeddable":true,"href":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/wp-json\/wp\/v2\/pages\/1715"}],"wp:attachment":[{"href":"https:\/\/www.law.georgetown.edu\/legal-ethics-journal\/wp-json\/wp\/v2\/media?parent=1726"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}