Broken by Design: How Georgia’s Prison Classification Failures Fueled a Five-Fold Increase in Homicides

Also available as: Public Explainer | Legislator Brief | Media Brief

News Lead

A new investigative analysis by Georgia Prisoners’ Speak reveals that Georgia’s prison classification system — the process meant to separate people by risk level and keep them safe — has collapsed under chronic understaffing, overcrowding, and bed-space-driven decisions that override actual risk assessments. The result: 142 people were killed in Georgia prisons between 2018 and 2023, with homicides surging from 7 in 2018 to 35 in 2023, a five-fold increase.

The U.S. Department of Justice described the conditions it found as “among the most severe violations” uncovered in any DOJ prison investigation, concluding that “the leadership of the Georgia Department of Corrections has lost control of its facilities.” The GPS analysis synthesizes DOJ findings, academic research, and the organization’s own data to show that the Georgia Department of Corrections is housing people classified as close-security — defined as escape risks with assault histories deemed dangerous — in medium-security facilities that are neither designed nor staffed to hold them. This systematic mismatch places lower-risk people directly in harm’s way.

The department’s own data reveals the scale of the cover-up: GDC reported just 6 homicides in the first five months of 2024 in its mortality data, but at least 18 deaths were categorized as homicides in its own incident reports — a three-fold discrepancy that obscures the true human toll of the state’s failures.

Key Takeaway: Georgia’s broken classification system has contributed to a five-fold increase in prison homicides, with the DOJ calling the resulting conditions among the most severe it has ever investigated.

Quotable Statistics

Deaths and Violence
142 people killed in Georgia prisons between 2018 and 2023
– Homicides grew from 7 in 2018 to 35 in 2023 — a five-fold increase
5 homicides at 4 different prisons in one month alone in 2023
– GDC reported 6 homicides in the first 5 months of 2024 in its mortality data, but at least 18 deaths were categorized as homicides in incident reports — systematic underreporting by a factor of three

Staffing Collapse
– Georgia’s prison population has doubled since 1990 while correctional officer staffing sits at only 50% of full levels
– Some prisons have staffing vacancy rates exceeding 60%
– At one close-security prison, a single officer was responsible for tracking 400 beds

Classification System
– Georgia operates 7 close-security prisons and 14 medium-security prisons
– GPS data analysis found that medium-security prisons house close-security people at rates far above what would be expected
– Classification decisions are driven by bed availability rather than risk assessment, per DOJ findings
– Approximately 100–125 people arrive per day from county jails for classification at Georgia Diagnostic and Classification Prison
– All new arrivals are considered close security during the 7–15 working day diagnostic process

Cost of Getting It Wrong (Comparative Data)
– Federal per-inmate costs range from $21,006/year at minimum security to $33,930/year at high security — a 61% difference
– New Mexico’s overclassification cost the state up to $28 million per year
– In New Mexico, 60% of new people scored at minimum security on the classification tool, but only 29% were actually housed there
– Community supervision (probation) costs just $3,433 per person per year — roughly one-tenth of minimum-security imprisonment

Key Takeaway: Every major metric — homicides, staffing, classification accuracy, and reporting integrity — points to systemic failure by the Georgia Department of Corrections.

Context and Background

What is prison classification? Classification is the systematic process of sorting people in prison into security levels — close, medium, or minimum — based on risk factors, then assigning them to facilities, housing, and programs appropriate to that level. Georgia uses the Next Generation Assessment (NGA), an algorithm that weighs sentence length, criminal history, history of violence, and other factors. The international standard, established by the Nelson Mandela Rules, calls for placing people in the lowest security category consistent with safety.

What went wrong in Georgia? The GPS analysis identifies a vicious cycle: (1) Chronic understaffing — correctional officer positions are at 50% of full levels, with some facilities exceeding 60% vacancy. (2) With too few officers, the state cannot enforce the security boundaries that classification is supposed to create. (3) Bed-space constraints override risk assessments, so people classified as close-security end up in medium-security facilities. (4) Gangs fill the supervision vacuum, controlling housing units. People can unlock their own cells and move freely. (5) Violence becomes the norm — what DOJ called “near-constant life-threatening violence.”

Who is most at risk? The DOJ found that GDC does not adequately screen, classify, or track LGBTI individuals to ensure their safety. Transgender women are often housed with male populations and face heightened assault risk due to inadequate classification — a direct violation of Prison Rape Elimination Act (PREA) standards. Research also shows that women are systematically overclassified into higher security than their behavior warrants because classification tools were designed for men.

The underreporting problem. The state’s own data contradicts itself. GDC reported 6 homicides for the first five months of 2024 in mortality data, but at least 18 deaths were categorized as homicides in incident reports. The DOJ found that violent incidents are consistently underreported and mischaracterized, which prevents accountability and delays reform.

The DOJ’s verdict. The October 2024 DOJ findings report described Georgia’s violations as “among the most severe” in any DOJ prison investigation. Among the recommended remedial measures: “adding supervision and staffing, fixing the classification and housing system, and correcting deficiencies when it comes to reporting and investigations.”

A cautionary parallel. New Mexico’s classification system suffered similar failures — bed-space-driven decisions, overclassification, and placement of high-risk people in medium-security facilities. In 1999, a guard was murdered at a medium-security prison where people with violent histories and gang affiliations had been inappropriately placed. The state’s overclassification alone cost up to $28 million per year.

Key Takeaway: Georgia’s classification crisis is not a single-point failure but a cascading system collapse driven by understaffing, overcrowding, and the state’s decision to prioritize bed space over human safety.

Story Angles

1. “The Numbers Don’t Add Up”: Georgia’s Homicide Underreporting
GDC’s mortality data reported 6 homicides in the first five months of 2024, but its own incident reports classified at least 18 deaths as homicides in the same period. This three-fold discrepancy raises serious questions about whether the state is systematically concealing the scale of lethal violence in its facilities. A FOIA-driven investigation comparing mortality data, incident reports, and medical examiner records could reveal the true death toll. Key question for officials: Why does GDC maintain two sets of numbers?

2. Dangerous by Assignment: How Bed Space Decisions Get People Killed
The DOJ found that Georgia places close-security people — defined as escape risks with assault histories deemed dangerous — in medium-security facilities not designed to hold them, with classification decisions driven by bed availability rather than risk assessment. GPS’s own data analysis confirms this mismatch is systematic, not incidental. This story would track specific facilities where the mismatch is most severe, interview families of people harmed, and examine the decision chain from the NGA algorithm to warden overrides to actual housing placement.

3. The $28 Million Warning Georgia Is Ignoring
New Mexico’s experience provides a direct financial analogy for Georgia. Overclassification cost New Mexico up to $28 million per year, while 60% of people who scored at minimum security were placed in medium or higher. Georgia’s system suffers from the same dysfunction — overclassifying low-risk people while simultaneously underclassifying high-risk people, wasting money while failing to protect anyone. A fiscal analysis of Georgia’s classification patterns could quantify the taxpayer cost of the state’s broken system and demonstrate that reform is not only a moral imperative but a budget one.

Read the Source Document

Read the full GPS analysis: Prison Classification Systems & Violence: Misclassification, Overclassification, and Safety Failures (PDF)

Other Versions

  • Public Version — A plain-language explainer for community members, families, and advocates
  • Legislator Version — A policy brief with reform recommendations for Georgia lawmakers
Also available as: Public Explainer | Legislator Brief | Media Brief

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