GPS RESEARCH LIBRARY: Conditions produce the behaviour: prison deprivation, staffing collapse, media effects and public perception (GPS research brief, 2026-09-07) ============================================================ Georgia Prisoners' Speak — gps.press Generated: 2026-09-11 12:00:27 EDT Research Date: 2026-09-07 Topic: Prison Conditions JSON: https://gps.press/research-data/conditions-produce-the-behaviour-prison-deprivation-staffing-collapse-media-effects-and-public-perception-gps-research-brief-2026-09-07/?format=json SUMMARY ---------------------------------------- This document outlines the thesis and sourcing strategy for a GPS article arguing that viral prison videos are evidence of systemic failure rather than individual depravity. It synthesizes DOJ findings on vacant posts and gang control, academic research on prison violence and parole incentives, and public polling showing distrust of rehabilitation. The document identifies specific source files and establishes guardrails for what the article can and cannot claim. FINDINGS (63) ---------------------------------------- - [confirmed] Environmental effects stronger for assaults than drug offenses Steiner and Wooldredge (2008) found that environmental effects were more relevant for assaults than for drug/alcohol offenses, while inmate-level effects of age, prior incarceration, prearrest drug use, and program participation were consistent predictors of misconduct. Tags: violence,drugs,conditions,methodology_note Sources: Steiner & Wooldredge (2008). Inmate Versus Environmental Effects on Prison Rule Violations - [confirmed] Local TV news is primary source of public affairs information Local television news is the public's primary source of public affairs information. News stories about crime dominate local news programming because they meet the demand for 'action news.' Date: 2000-01-01 Tags: media,public_opinion,crime Sources: Gilliam & Iyengar 2000, 'Prime Suspects: The Influence of Local Television News on the Viewing Public' - [reported] DOJ finding: housing units with no officer for hours The U.S. Department of Justice read viral prison videos as evidence of housing units with no officer in them for hours. Date: 2024-10-01 Tags: staffing,conditions,violence,facilities Sources: DOJ Findings Report (October 2024) - [confirmed] Aggressive inmates commit more assaults in crowded prisons Lahm (2008) found that age and aggression were the most robust predictors of inmate-on-inmate assaults, and aggressive inmates committed more assaults in prisons that were more crowded and had a greater percentage of younger inmates (under age 25). Date: 2008-01-01 Tags: violence,conditions,crowding Sources: Lahm (2008). Inmate-On-Inmate Assault: A Multilevel Examination of Prison Violence - [reported] DOJ finding: gangs fill leadership void in housing units DOJ found that gangs and other threat groups tend to step in to fill the void in leadership in housing units where officers are absent. Date: 2024-10-01 Tags: gangs,staffing,conditions,violence Sources: DOJ Findings Report (October 2024) - [confirmed] Poor physical conditions correspond to higher serious violence rates Bierie (2012) found that poor physical conditions of prisons—measured by staff perceptions of noise, clutter, dilapidation, and privacy—correspond to significantly higher rates of serious violence, using data from 114 federal prisons operating in 2007. Date: 2007-01-01 Tags: violence,conditions,facilities Sources: Bierie (2012). Is Tougher Better? The Impact of Physical Prison Conditions on Inmate Violence - [reported] DOJ finding: drugs enter through perimeter and gate due to empty posts and paid staff DOJ found that drugs enter prisons over the fence and through the gate because perimeter posts are empty and some people at the gate are being paid. Date: 2024-10-01 Tags: drugs,contraband,staffing,corruption Sources: DOJ Findings Report (October 2024) - [confirmed] Dormitory housing and overcrowding associated with higher assault rates Gaes (1985) found that prisons containing dormitories have somewhat higher assault rates than other prisons, and prisons housing significantly more inmates than design capacity based on 60 square feet per inmate are likely to have high assault rates. Crowding may act as an intensifier of stressful conditions. Date: 1985-01-01 Tags: violence,crowding,conditions,facilities Sources: Gaes (1985). The Effects of Overcrowding in Prison - [confirmed] Exposure to racial element of crime script increases punitiveness in white but not Black viewers Our central finding is that exposure to the racial element of the crime script increases support for punitive approaches to crime and heightens negative attitudes about African-Americans among white, but not black, viewers. Date: 2000-01-01 Tags: media,race,public_opinion,punitive_attitudes Sources: Gilliam & Iyengar 2000, 'Prime Suspects: The Influence of Local Television News on the Viewing Public' - [confirmed] Officer legitimacy reduces rule violations; coercion increases them Steiner and Wooldredge (2018) found that prisons where officers exercised authority more lawfully and fairly or by relying on skills and expertise had lower rates of violent and nonviolent rule violations, while prisons where officers relied more on coercion had higher levels of nonviolent infractions. Date: 2018-01-01 Tags: violence,staffing,conditions,operations Sources: Steiner & Wooldredge (2018). Prison Officer Legitimacy, Their Exercise of Power, and Inmate Rule Breaking - [disputed] Roodman reanalysis contests Kuziemko recidivism finding Roodman's 2017 reanalysis of Kuziemko's Georgia 90% rule data found that including a time trend for one comparison group, along with correcting errors in variable construction, greatly weakens the recidivism result. Narrowing the outcome to counteract parole bias erases what remains. Roodman states: 'I remain unconvinced that imposing the 90% minimums affected return-to-prison rates other than by reducing parole time.' He notes the long-span difference-in-differences analysis 'lacks the surface credibility of most of the quasi-experiments considered in this literature review.' Date: 2017-01-01 Tags: parole,recidivism,methodology,policy Sources: Roodman, David (2017). The impacts of incarceration on crime. Open Philanthropy Project - [confirmed] White viewers in homogeneous white neighborhoods more punitive after racialized crime news When exposed to racial stereotypes in the news, white respondents living in white homogeneous neighborhoods endorsed more punitive policies to address crime, expressed more negative stereotypic evaluations of blacks, and felt more distant from blacks as a group. Whites from heterogeneous neighborhoods were either unaffected or moved in the opposite direction. Date: 2002-01-01 Tags: media,race,public_opinion,punitive_attitudes,neighborhood Sources: Gilliam, Valentino & Beckmann 2002, 'Where You Live and What You Watch' - [confirmed] Staff-prisoner relationship quality related to prisoner misconduct Bosma et al. (2020) found that both personal characteristics and certain social domains of prison climate, such as the quality of staff-prisoner relationships, were related to prisoner misconduct, as well as prison regime, in a study of 4,427 Dutch prisoners. Date: 2020-01-01 Tags: violence,staffing,conditions Sources: Bosma et al. (2020). Examining Prisoner Misconduct: A Multilevel Test Using Personal Characteristics, Prison Climate, and Prison Environment - [confirmed] Local TV news viewing increases fear of crime independent of local crime rates The results indicate that across a wide spectrum of the population and independent of local crime rates, viewing local television news is related to increased fear of and concern about crime. Date: 2003-01-01 Tags: media,fear_of_crime,public_opinion Sources: Romer, Jamieson & Aday 2003, 'Television News and the Cultivation of Fear of Crime' - [reported] Lahm: assaults increase in crowded, chaotic, coercive prisons Research by Lahm finds that the same people commit more assaults in more crowded, more chaotic, more coercive prisons. Tags: violence,conditions,facilities Sources: Lahm prison violence research - [confirmed] Harsher prison conditions lead to more post-release crime Chen and Shapiro (2007) found that inmates housed in higher security levels are no less likely to recidivate than those in minimum security; if anything, estimates suggest harsher prison conditions lead to more post-release crime. Date: 2007-01-01 Tags: conditions,reentry,recidivism Sources: Chen & Shapiro (2007). Do Harsher Prison Conditions Reduce Recidivism? A Discontinuity-based Approach - [reported] State claimsmaking and media initiative shape public concern about crime, not crime rates The results indicate that state claimsmaking activities, and to some extent, media initiative on these issues, are associated with public concern about 'street crime' and drug use. This study provides support for 'constructionist' accounts of the politicization of crime and drugs by demonstrating that it is the definitional activities of the state and the media, rather than the reported incidence of crime or drug use and abuse, that has shaped public concern regarding those issues. Date: 1994-01-01 Tags: media,politics,public_opinion,crime,drugs Sources: Beckett 1994, 'Setting the Public Agenda: Street Crime and Drug Use in American Politics' - [reported] Bierie: assaults increase in crowded, chaotic, coercive prisons Research by Bierie finds that the same people commit more assaults in more crowded, more chaotic, more coercive prisons. Tags: violence,conditions,facilities Sources: Bierie 2012 prison violence research - [confirmed] Prison severity does not reduce recidivism; may increase it Drago, Galbiati, and Vertova (2011) found no compelling evidence of specific deterrent effects of experienced prison severity. Measures of prison severity—overcrowding, deaths in prison, and degree of isolation—do not reduce the probability of recidivism; all point estimates suggest harsh prison conditions increase post-release criminal activity. Date: 2011-01-01 Tags: conditions,reentry,recidivism,overdose,death Sources: Drago, Galbiati, & Vertova (2011). Prison Conditions and Recidivism - [reported] Cunningham and Sorensen LWOP inmates not more disruptive Cunningham and Sorensen (2006) compared disciplinary behavior of 1,897 inmates sentenced to LWOP in the Florida Department of Corrections to 7,147 inmates serving sentences of 10 to 30 or more years. The data show that the likelihood and pattern of disciplinary infractions and potentially violent rule infractions among LWOP inmates during 1998 to 2003 is broadly similar to that of other long-term inmates, supporting a conclusion that LWOP inmates act as a stabilizing rather than disruptive force in the prison environment. Tags: violence,mental_health,operations,conditions Sources: Cunningham, Mark D., and Jon R. Sorensen (2006). Nothing to Lose? A Comparative Examination of Prison Misconduct Rates Among Life-Without-Parole and Other Long-Term High-Security Inmates. Criminal Justice and Behavior 33(6): 683-705 - [reported] Beckett: politicians played leading role in redefining social problems as security issues Using a variety of data sources and methods, Beckett shows that politicians have played a leading role in redefining social problems as security issues and, more generally, in attempting to replace social welfare with social control as the principle of state policy. Date: 1997-01-01 Tags: politics,public_opinion,crime,social_control Sources: Beckett 1997, 'Making Crime Pay: Law and Order in Contemporary American Politics' - [reported] Steiner & Wooldredge: assaults increase in crowded, chaotic, coercive prisons Research by Steiner and Wooldredge finds that the same people commit more assaults in more crowded, more chaotic, more coercive prisons. Tags: violence,conditions,facilities Sources: Steiner & Wooldredge prison violence research - [reported] Enns: public punitiveness was fundamental determinant of incarceration rate since 1953 The analysis suggests that, controlling for the crime rate, illegal drug use, inequality, and the party in power, since 1953 public opinion has been a fundamental determinant of changes in the incarceration rate. If the public's punitiveness had stopped rising in the mid-1970s, the results imply that there would have been approximately 20% fewer incarcerations. Tags: public_opinion,incarceration,punitiveness,politics Sources: Enns 2014, 'The Public's Increasing Punitiveness and Its Influence on Mass Incarceration in the United States' - [reported] Haney: hypervigilance and tough convict veneer are normal reactions to pathological conditions Haney found that incarcerated people adopt hypervigilance and a 'tough convict veneer' as normal reactions to a set of pathological conditions. Tags: conditions,violence,mental_health Sources: Haney 2001 prison conditions research - [confirmed] DOJ finding: officers assigned to multiple buildings simultaneously DOJ findings report: 'On every shift roster we reviewed, there was at least one, and sometimes up to four, officers assigned to two buildings at a time; in other words, each of those officers was single-handedly responsible for nearly 400 beds. ... The Regional Director responsible for this facility acknowledged that, in practice, the staff assigned to multiple posts are required to switch posts every 30 minutes to check on incarcerated persons in multiple buildings, leaving units and entire buildings unsupervised during those times.' Date: 2024-01-01 Tags: staffing,conditions,operations Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [reported] Enns: public attitudes led, not followed, political elites on criminal justice An analysis of congressional attention to criminal justice issues supports the argument that the public's attitudes have led, not followed, political elites. Date: 2014-01-01 Tags: public_opinion,politics,criminal_justice,congress Sources: Enns 2014, 'The Public's Increasing Punitiveness and Its Influence on Mass Incarceration in the United States' - [reported] Kuziemko: removal of parole incentive increased infractions and reduced program completion When Georgia removed the incentive of parole in 1998, incarcerated people accumulated more infractions and completed fewer programs than an otherwise similar group that kept the parole incentive. Date: 1998-01-01 Tags: parole,policy,violence,operations Sources: Kuziemko parole incentive research - [confirmed] DOJ finding: gangs fill staffing void in housing units DOJ findings report: 'With housing units left unsupervised for sustained periods of time, incarcerated persons can engage in illicit activities, including exchanging contraband, abusing drugs, making homemade weapons, fetching contraband via drone drops, and engaging in violent assaults. Violent incidents are more likely to occur. Gangs and other threat groups tend to step in to fill the void in leadership, telling people where they can or can't sleep and exerting control over prison life.' Date: 2024-01-01 Tags: gangs,staffing,violence,contraband,drugs,conditions Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [reported] Enns: media coverage of rising crime rates helped fuel public punitiveness In contrast to conventional wisdom, Peter K. Enns shows that during the 1960s, 70s, 80s, and 90s, politicians responded to an increasingly punitive public by pushing policy in a more punitive direction. The book also argues that media coverage of rising crime rates helped fuel the public's punitiveness. Tags: media,public_opinion,punitiveness,politics,incarceration Sources: Enns 2016, 'Incarceration Nation' - [confirmed] DOJ finding: gangs control housing units and extort families DOJ findings report executive summary: 'Gangs control housing units, directing where other incarcerated people sleep and extorting incarcerated people and their families for money. Contraband weapons, illicit drugs, and cellphones are commonplace across the system.' Date: 2024-01-01 Tags: gangs,contraband,drugs,violence,conditions Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [disputed] Beckett vs. Enns: live scholarly dispute on whether politics led or followed public opinion Beckett: politicians and media constructed public concern, independent of crime rates. Enns: the public's punitiveness rose (fuelled by news coverage of real crime increases) and politicians followed it. Both agree on the media's role; they disagree on whether politics led or followed. Tags: media,politics,public_opinion,punitiveness,scholarly_dispute Sources: Beckett 1994, 'Setting the Public Agenda: Street Crime and Drug Use in American Politics'; Enns 2014, 'The Public's Increasing Punitiveness and Its Influence on Mass Incarceration in the United States' - [confirmed] DOJ finding: gangs target LGBTI individuals DOJ findings report: 'Gangs that run housing units often target LGBTI individuals with physical and sexual violence.' Also: 'When staff do not control housing assignments, gangs often decide where people sleep. With such control, gangs can further increase their influence over housing units by isolating or excluding members of other gangs, non-members, and disfavored individuals (e.g., LGBTI persons or persons with special needs).' Date: 2024-01-01 Tags: gangs,violence,conditions,mental_health Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [reported] Public believes men in videos are dangerous and prisons are failing simultaneously The public simultaneously believes that incarcerated men are dangerous and that prisons are failing; research indicates these are the same fact. Date: 2025-01-01 Tags: conditions,violence,policy Sources: Gallup 2025 prison polling; Gallup 2025 crime spending polling - [confirmed] Stanford Prison Experiment method is contested Le Texier (2019) documented criticisms of the Stanford Prison Experiment including biased and incomplete data collection, the fact that guards received precise instructions regarding treatment of prisoners, guards were not told they were subjects, and participants were almost never completely immersed by the situation. Date: 2019-01-01 Tags: conditions,methodology_note,violence Sources: Le Texier (2019). Debunking the Stanford Prison Experiment - [confirmed] DOJ finding: gang members required to own weapons DOJ findings report: 'Gangs have significant control over the introduction of contraband, including drugs and cellphones, as well as other items that are currency in prisons, like commissary items and food. Incarcerated persons, both STG-affiliated and non-affiliated, reported that practically all gang members "have to" own weapons, sometimes multiple weapons.' Date: 2024-01-01 Tags: gangs,contraband,weapons,violence Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [confirmed] Texas voters show strong support for rehabilitation and alternatives to incarceration Based on a 2013 survey of 1,001 likely voters in Texas, public support for correctional reform in a 'red state' was examined. Four major conclusions were revealed. First, the respondents displayed strong support for rehabilitation. Second, at least for nonviolent and/or drug offenders, the sample members showed a clear preference for the use of alternatives to incarceration as opposed to imprisonment. The data in this study indicate that they will face no public backlash and, if anything, will gain political capital for their efforts. Date: 2013-01-01 Tags: public_opinion,rehabilitation,alternatives_to_incarceration,texas Sources: Thielo, Cullen, Cohen & Chouhy 2016, 'Rehabilitation in a Red State' - [confirmed] BBC prison study: powerlessness makes tyranny psychologically acceptable Reicher and Haslam (2006) found that guards in the BBC prison study failed to identify with their role and were eventually overcome by prisoners, suggesting that "it is powerlessness and the failure of groups that makes tyranny psychologically acceptable." Date: 2006-01-01 Tags: conditions,violence,operations Sources: Reicher & Haslam (2006). Rethinking the psychology of tyranny: The BBC prison study - [confirmed] DOJ finding: violent crime proportion increase does not explain violence rise DOJ findings report: 'GDC blames gangs for the violence in the prisons, along with the fact that many of the people in its custody have been sentenced for violent crimes. But the modest increase in the proportion of the men's prison population incarcerated for violent crimes (not including sex offenders) – from approximately 51% in 2016 to 56% in 2023 – does not explain the dramatic rise in violence in the prisons over the past five or so years. And although some of the prisons with high numbers of homicides are among the GDC prisons housing the highest numbers of validated gang members, others that have also seen high numbers of homicides and other serious violence have relatively low gang populations.' Tags: violence,gangs,demographics,conditions Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [reported] Public openness to rehabilitation is strongest for nonviolent and drug offenders The qualifier 'at least for nonviolent and/or drug offenders' is critical. The men in the videos BT describes are not, in the public's eye, that group. Public openness is real but it is not evenly distributed. Date: 2016-01-01 Tags: public_opinion,rehabilitation,violent_offenders,drug_offenders Sources: Thielo, Cullen, Cohen & Chouhy 2016, 'Rehabilitation in a Red State' - [reported] Mississippi solitary confinement reduction led to system-wide misconduct reduction Haney (2012) testified that "at least one prison system that drastically reduced the number of prisoners whom it housed in solitary confinement by transferring them to mainline prisons experienced an overall reduction in misconduct and violence system-wide," citing Mississippi's experience with reducing supermax administrative segregation. Date: 2012-01-01 Tags: solitary,violence,conditions,policy Sources: Haney (2012). Senate Judiciary Subcommittee Testimony on Solitary Confinement - [reported] Public opinion affects court decision-making, capital punishment, correctional expenditures, and incarceration rates This article reviews evidence for the effects of public opinion on court decision-making, capital punishment policy and use, correctional expenditures, and incarceration rates. Date: 2019-01-01 Tags: public_opinion,criminal_justice_policy,courts,capital_punishment,incarceration Sources: Pickett 2019, 'Public Opinion and Criminal Justice Policy: Theory and Research' - [confirmed] High percentage of mentally ill prisoners in solitary confinement Haney (2003) reviewed the large literature on negative psychological effects of isolation and the unusually high percentage of mentally ill prisoners confined in solitary and supermax confinement. Date: 2003-01-01 Tags: solitary,mental_health,conditions Sources: Craig Haney, Mental Health Issues in Long-Term Solitary and Supermax Confinement, Crime & Delinquency, Vol. 49, No. 1, 2003 - [confirmed] Racial composition and administrative control predict violent misconduct Steiner (2009) found that predictors such as racial composition of inmates and staff, measures of administrative control, and state-level factors have both static and dynamic effects on levels of violent misconduct across 512 state-operated prisons. Date: 2009-01-01 Tags: violence,demographics,operations,conditions Sources: Steiner (2009). Assessing Static and Dynamic Influences on Inmate Violence Levels - [confirmed] DOJ finding: staffing shortages enable contraband introduction DOJ findings report: 'GDC does not have the number of staff needed to implement a system of regular searches and security checks. With large portions of the population unsupervised for long periods time, incarcerated people have opportunities to make weapons, abuse drugs, and engage in a black market for contraband. Additionally, our review of staffing rosters and interviews with prison staff showed that officers working perimeter posts are sometimes assigned to other Priority 1 posts on the same shift, or fully re-assigned to interior duties for periods of time or entire shifts, leaving the perimeter more vulnerable to contraband introduction.' Date: 2024-01-01 Tags: staffing,contraband,drugs,weapons,operations Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [confirmed] Strand 1 verdict: strong that conditions matter, mixed as complete explanation The brief concludes that environment predicts violence over and above who is inside (Lahm, Bierie, Steiner & Wooldredge 2008/2018, Camp, Bosma; and post-release in Chen & Shapiro, Drago, Mastrobuoni), but the same studies find age, prior incarceration, pre-arrest drug use and trait aggression are the strongest individual predictors. Gaes is cautious on crowding; Mastrobuoni finds the open-prison benefit weak for violent prisoners. Date: 2026-01-01 Tags: conditions,violence,methodology_note Sources: Steiner & Wooldredge (2008). Inmate Versus Environmental Effects on Prison Rule Violations; Lahm (2008). Inmate-On-Inmate Assault: A Multilevel Examination of Prison Violence; Camp et al. (2003). The influence of prisons on inmate misconduct: A multilevel investigation; Bierie (2012). Is Tougher Better? The Impact of Physical Prison Conditions on Inmate Violence; Gaes (1985). The Effects of Overcrowding in Prison; Steiner & Wooldredge (2018). Prison Officer Legitimacy, Their Exercise of Power, and Inmate Rule Breaking; Bosma et al. (2020). Examining Prisoner Misconduct: A Multilevel Test Using Personal Characteristics, Prison Climate, and Prison Environment; Chen & Shapiro (2007). Do Harsher Prison Conditions Reduce Recidivism? A Discontinuity-based Approach; Drago, Galbiati, & Vertova (2011). Prison Conditions and Recidivism; Mastrobuoni & Terlizzese (2022). Leave the Door Open? Prison Conditions and Recidivism - [confirmed] DOJ finding: hundreds of employees arrested for contraband crimes DOJ findings report: 'The State's severe staffing shortages also contribute to staff vulnerability to criminal schemes involving incarcerated persons and STGs; GDC routinely places staff in stressful, challenging environments without sufficient support from other officers and supervisors. For years, the State has wrestled with staff corruption related to contraband. Hundreds of employees have been arrested, including the warden of Smith State Prison in 2023, for crimes related to contraband.' Date: 2024-01-01 Tags: corruption,contraband,staffing,operations Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [confirmed] DOJ finding: contraband widely available with known black market prices DOJ findings report: 'At most of the prisons we visited, incarcerated people reported that contraband is widely available. Dozens of incarcerated persons readily knew how much various street drugs and electronics cost on the prison black market. Assaults and extortion attempts result from debts.' Date: 2024-01-01 Tags: contraband,drugs,violence,conditions Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [reported] Prison TikTok as 'social reclamation' by incarcerated people We introduce the term social reclamation to describe the use of social media by imprisoned people to achieve three primary goals: (1) to remain connected to society through engagement with current social and cultural trends, (2) to reclaim self-narratives of everyday life by sharing lived experiences behind bars, and (3) to expose the unseen dehumanizing reality of prison industrial complex. Date: 2022-01-01 Tags: social_media,prison,tiktok,dehumanization,narrative Sources: Schlosser & Feldman 2022, 'Doing time online: Prison TikTok as social reclamation' - [reported] Prison TikTok creators engage with stigma through neglect portrayal, creative persistence, and humanization Through a qualitative analysis of videos created inside prisons, audience interactions with these videos, and interviews with formerly incarcerated TikTok creators, I identify three ways through which creators engage with stigma: portraying prisons as sites of neglect and deprivation, documenting creative persistence amidst institutional failure, and humanizing themselves through participation in digital culture. These practices enable connection and recognition but also expose creators to intensified surveillance and risk, as audiences act as enforcers of carceral logics. Date: 2026-01-01 Tags: social_media,prison,tiktok,stigma,surveillance Sources: Pinch 2026, 'The behind-the-scenes we were never supposed to see' - [confirmed] DOJ used prison videos as evidence against the state, not against incarcerated people The federal government read the same videos BT is describing and treated them as evidence against the state, not against the people in them. On p. 21 DOJ goes on to describe a video in which 'an officer watched' an assault, and confirms from GDC records that staff brought the assailant to the victim. Date: 2024-10-01 Tags: contraband,cellphones,violence,staffing,georgia_prisons,investigations Sources: DOJ Investigation of Georgia Prisons (October 2024) - [reported] Skarbek prison gang governance theory Skarbek (2011) abstract: 'How can people who lack access to effective government institutions establish property rights and facilitate exchange? ... An alternative system of governance has emerged from an unexpected source—behind bars.' The document notes this is based on California county jails and should be used as theory only. Date: 2011-01-01 Tags: gangs,operations,conditions Sources: Skarbek, David (2011). Governance and Prison Gangs. American Political Science Review 105(4): 702-716 - [confirmed] Haslam: Two forms of dehumanization - animalistic and mechanistic Two forms of dehumanization are proposed, involving the denial to others of 2 distinct senses of humanness: characteristics that are uniquely human and those that constitute human nature. Denying uniquely human attributes to others represents them as animal-like, and denying human nature to others represents them as objects or automata. Instead, dehumanization becomes an everyday social phenomenon, rooted in ordinary social-cognitive processes. Date: 2006-01-01 Tags: dehumanization,psychology,social_cognition Sources: Haslam 2006, 'Dehumanization: An Integrative Review' - [reported] BT's 'they look like animals' maps to Haslam's animalistic dehumanization BT's phrase 'they look like animals' is, in Haslam's model, animalistic dehumanisation: denial of the uniquely human (self-control, civility, rationality). The point for the article is Haslam's last sentence: it is an ordinary perceptual process, not a moral failing of the viewer, and it is triggered by exactly the cues the videos supply. Date: 2006-01-01 Tags: dehumanization,psychology,prison_videos Sources: Haslam 2006, 'Dehumanization: An Integrative Review' - [confirmed] Bandura: Moral disengagement mechanisms include dehumanization of victims The moral disengagement may center on the cognitive restructuring of inhumane conduct into a benign or worthy one by moral justification, sanitizing language, and advantageous comparison; disavowal of a sense of personal agency by diffusion or displacement of responsibility; disregarding or minimizing the injurious effects of one's actions; and attribution of blame to, and dehumanization of, those who are victimized. Given the many mechanisms for disengaging moral control, civilized life requires, in addition to humane personal standards, safeguards built into social systems that uphold compassionate behavior and renounce cruelty. Date: 1999-01-01 Tags: dehumanization,moral_disengagement,psychology Sources: Bandura 1999, 'Moral Disengagement in the Perpetration of Inhumanities' - [confirmed] Bastian et al.: Dehumanization and moral outrage predict punishment independent of crime type or severity In three experiments relying on survey methodology in Australia and the United States, participants read about different crimes that varied by type (child molestation, violent, or white collar – Studies 1 and 2) or severity (Study 3). The findings demonstrated that both moral outrage and dehumanization predicted punishment independently of the effects of crime type or crime severity. Both moral outrage and dehumanization mediated the relationship between perceived harm and severity of punishment. Date: 2013-01-01 Tags: dehumanization,moral_outrage,punishment,psychology Sources: Bastian, Denson & Haslam 2013, 'The Roles of Dehumanization and Moral Outrage in Retributive Justice' - [confirmed] Viki et al.: Dehumanization of sex offenders reduces rehabilitation support and increases exclusion support In Study 1, the more participants dehumanized sex offenders, the less they supported their rehabilitation and the longer the sentences they recommended. In Study 2, the more participants dehumanized sex offenders, the more likely they were to support their exclusion from society. In Study 3, the more participants dehumanized sex offenders, the more they supported their violent ill treatment. In Study 4, within a sample of correctional staff, good quality contact with sex offenders was related to less dehumanization and more support for rehabilitation. Date: 2012-01-01 Tags: dehumanization,sex_offenders,rehabilitation,punishment,contact Sources: Viki, Fullerton, Raggett, Tait & Wiltshire 2012, 'The Role of Dehumanization in Attitudes Toward the Social Exclusion and Rehabilitation of Sex Offenders' - [confirmed] Contact with offenders reduces dehumanization and increases rehabilitation support Within a sample of correctional staff, good quality contact with sex offenders was related to less dehumanization and more support for rehabilitation. This is the constructive finding: contact reduces dehumanisation. It is the research basis for what GPS already does with Tell My Story and first-person material. Date: 2012-01-01 Tags: dehumanization,contact,rehabilitation,correctional_staff Sources: Viki, Fullerton, Raggett, Tait & Wiltshire 2012, 'The Role of Dehumanization in Attitudes Toward the Social Exclusion and Rehabilitation of Sex Offenders' - [reported] Public openness to rehabilitation is strongest for nonviolent and drug offenders, not violent men in videos The counter the brief cannot fully answer: the public's openness to rehabilitation is strongest for non-violent and drug offenders (Thielo 2016) and the videos show violent men. The polling evidence that 'people will listen' is about prisons and root causes, not about the specific men in the videos. An article that promises the public will sympathise with those men overclaims; an article that says the public already distrusts prisons as run (16% think they rehabilitate) does not. Date: 2026-01-01 Tags: public_opinion,rehabilitation,violent_offenders,prison_videos Sources: Thielo, Cullen, Cohen & Chouhy 2016, 'Rehabilitation in a Red State'; Gallup, 'U.S. Prison System Rated High on Security, Low on Reform' (November 6, 2025) - [reported] Haney testimony: Moving people out of solitary reduced misconduct system-wide in Mississippi Haney's testimony (Mississippi: moving people out of solitary into general population produced 'an overall reduction in misconduct and violence system-wide'). Date: 2012-01-01 Tags: solitary,conditions,violence,mississippi,misconduct Sources: Haney & Zimbardo 1998, 'The Past and Future of U.S. Prison Policy' - [reported] Chen & Shapiro: Harsher security level no less recidivism, 'if anything' more Chen & Shapiro (harsher security level, no less recidivism, 'if anything' more). Tags: recidivism,security_level,conditions Sources: Enns 2016, 'Incarceration Nation' - [reported] Cunningham & Sorensen: Life without parole population no more violent than others People serving life without parole, who by your logic have the least hope of anyone, are no more violent than anyone else. Concede Cunningham & Sorensen. A stable no-hope population is not the same as a population whose hope was taken away, which is Kuziemko's design. Tags: life_without_parole,violence,hope,conditions Sources: Enns 2016, 'Incarceration Nation' - [reported] Lahm 2008: Aggressive inmates commit more assaults in more crowded prisons Lahm 2008: 'aggressive inmates were found to commit more assaults in prisons that were more crowded.' Date: 2008-01-01 Tags: overcrowding,violence,assaults,conditions,individual_history Sources: Steiner, Butler & Ellison 2014, 'Causes and correlates of prison inmate misconduct' - [reported] Steiner & Wooldredge 2008: Both individual predictors and environmental effects on assaults Steiner & Wooldredge 2008 find both individual predictors and 'the greater relevance of environmental effects on assaults.' Date: 2008-01-01 Tags: violence,assaults,conditions,individual_history,environment Sources: Steiner, Butler & Ellison 2014, 'Causes and correlates of prison inmate misconduct' STATISTICS (34) ---------------------------------------- - [reported] Kuziemko 1998 Georgia parole reform increased disciplinary infractions After Georgia's 1998 reform requiring certain inmates to serve at least 90% of their original sentence (effectively eliminating early parole), affected inmates accumulated a greater number of disciplinary infractions relative to a control group. The '90% crime x after 1997' coefficient was 0.0980*** on an annual infraction rate with a mean of 0.774 (with outliers above the 98th percentile dropped), and the 'Any (0/1)' infraction measure was 0.0239** on a mean of 0.572. Value: 0.098 infractions per person per year (vs. 0.774 mean annual infraction rate) Date: 1998-01-01 Tags: violence,policy,parole,operations Sources: Kuziemko, Ilyana (2013). How Should Inmates Be Released from Prison? An Assessment of Parole Versus Fixed-Sentence Regimes. Quarterly Journal of Economics 128(1): 371-424 - [disputed] Kuziemko 1998 Georgia parole reform increased recidivism Inmates subject to Georgia's 1998 90% rule experienced a relative increase of 4 percentage points in recidivism rates immediately in 1998, with the effect persisting and becoming more marked for the four-year recidivism rate. Table IV shows '90% crime x after 1997' = 0.0533** (no controls) and 0.0650*** (with covariates) for return to prison within 36 months, on a mean dependent variable of 0.219 (21.9%), with 30,481 observations. Value: 6.5 percentage points (vs. 21.9 baseline three-year return-to-prison rate) Date: 1998-01-01 Tags: parole,recidivism,policy,operations Sources: Kuziemko, Ilyana (2013). How Should Inmates Be Released from Prison? An Assessment of Parole Versus Fixed-Sentence Regimes. Quarterly Journal of Economics 128(1): 371-424 - [confirmed] 83% of local TV crime stories are about violent crime These stations aired a total of 3014 news stories on crime during 1996 and 1997 (when we administered our studies) of which 2492 (83 percent) were about violent crime. The crime of murder, which accounts for less than 1 percent of all crime in Los Angeles County, was the focus of 17 percent of crime stories in the newscasts sampled. Value: 83.0 percent (vs. 1 murder as percent of all crime in LA County) Tags: media,violence,crime,public_opinion Sources: Gilliam & Iyengar 2000, 'Prime Suspects: The Influence of Local Television News on the Viewing Public' - [reported] Kuziemko 1998 Georgia parole reform reduced program completion Ninety-percent inmates after 1997 completed about 0.13 fewer programs each year relative to control-group counterparts. Given that the average inmate completes just under 0.6 programs a year, Kuziemko describes the effect as sizable, but notes GDC informed her that the trend is likely due to improved reporting rather than actual increases in program completions, leading her to view program completion results more tentatively than recidivism or disciplinary infraction results. Value: 0.13 fewer programs per year (vs. 0.6 average programs completed per year) Date: 1998-01-01 Tags: policy,parole,operations,reentry Sources: Kuziemko, Ilyana (2013). How Should Inmates Be Released from Prison? An Assessment of Parole Versus Fixed-Sentence Regimes. Quarterly Journal of Economics 128(1): 371-424 - [confirmed] Black perpetrator in crime news increases white viewers' support for punitive policies by 6% The black perpetrator had the greatest impact on support for punitive policies (+6 percent, p < .01) followed by the no perpetrator and white perpetrator conditions, respectively. Value: 6.0 percent Date: 2000-01-01 Tags: media,race,public_opinion,punitive_attitudes Sources: Gilliam & Iyengar 2000, 'Prime Suspects: The Influence of Local Television News on the Viewing Public' - [reported] DOJ systemwide vacancy rate around 50 percent DOJ reported a systemwide vacancy rate of around 50 percent, with over 70 percent at ten of the largest facilities. Value: 50.0 percent Date: 2024-10-01 Tags: staffing,facilities Sources: DOJ Findings Report (October 2024) - [reported] DOJ vacancy rate over 70 percent at ten largest facilities DOJ reported vacancy rates over 70 percent at ten of the largest GDC facilities. Value: 70.0 percent Date: 2024-10-01 Tags: staffing,facilities Sources: DOJ Findings Report (October 2024) - [confirmed] Open-cell prison regime reduces recidivism by 6 percentage points Mastrobuoni and Terlizzese (2022) estimated that switching regimes from closed-cell to open-cell prison for a year reduces recidivism by around 6 percentage points. Effects are largest for inmates with low education and weak for violent and hardened criminals. Value: 6.0 percentage points Date: 2022-01-01 Tags: conditions,reentry,recidivism Sources: Mastrobuoni & Terlizzese (2022). Leave the Door Open? Prison Conditions and Recidivism - [confirmed] DOJ finding: 50% systemwide CO vacancy rate DOJ findings report (October 2024): 'Staffing levels vary across the prisons, with correctional officer (CO) vacancy rates around 50% systemwide and over 70% at ten of the largest facilities.' Also: 'GDC's systemwide officer vacancy rate is still around 50%, and several of the larger and most dangerous prisons have staffing vacancy rates above 60 or 70%, leaving the population unsupervised much of the time.' Value: 50.0 percent vacancy rate (vs. 70 vacancy rate at ten largest facilities) Date: 2024-01-01 Tags: staffing,conditions,operations,violence Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [reported] Public belief: only 16 percent believe prisons rehabilitate Polling shows only 16 percent of the public believes prisons rehabilitate anyone. Value: 16.0 percent Date: 2025-01-01 Tags: reentry,conditions,policy Sources: Gallup 2025 prison polling - [reported] Public preference: 67 percent prefer spending on causes of crime over enforcement Polling shows 67 percent of the public would rather spend on the causes of crime than on more enforcement, compared to 29 percent who prefer more enforcement. Value: 67.0 percent (vs. 29 percent preferring enforcement) Date: 2025-01-01 Tags: policy,budget,reentry Sources: Gallup 2025 crime spending polling - [confirmed] DOJ finding: contraband seizures November 2021 to August 2023 DOJ findings report: 'Between November 2021 and August 2023, GDC recovered 27,425 weapons, 12,483 cellphones, and 2,016 illegal drug items; during the same time period, GDC documented 262 drone sightings and 346 fence-line throw-overs. GDC officials acknowledged that the agency's problems with contraband are extensive in scope and related to gang problems, and that the prevalence of contraband places the population at risk.' Value: 27425.0 weapons recovered Tags: contraband,weapons,drugs,gangs,operations Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [confirmed] DOJ finding: cellphones recovered November 2021 to August 2023 DOJ findings report: 'Between November 2021 and August 2023, GDC recovered 27,425 weapons, 12,483 cellphones, and 2,016 illegal drug items; during the same time period, GDC documented 262 drone sightings and 346 fence-line throw-overs.' Value: 12483.0 cellphones recovered Tags: contraband,operations Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [confirmed] Gallup 2023: 58% say criminal justice system not tough enough A 58% majority of Americans think the U.S. criminal justice system is not tough enough in its handling of crime, marking a sharp reversal from the prior reading in 2020 when a record-low 41% said the same. Value: 58.0 percent (vs. 41 record-low 2020 reading) Date: 2023-10-01 Tags: public_opinion,criminal_justice,punitiveness Sources: Gallup, 'Americans More Critical of U.S. Criminal Justice System' (November 16, 2023) - [confirmed] DOJ finding: illegal drug items recovered November 2021 to August 2023 DOJ findings report: 'Between November 2021 and August 2023, GDC recovered 27,425 weapons, 12,483 cellphones, and 2,016 illegal drug items; during the same time period, GDC documented 262 drone sightings and 346 fence-line throw-overs.' Value: 2016.0 illegal drug items recovered Tags: contraband,drugs,operations Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [confirmed] Gallup 2023: 26% say system about right, 14% say too tough Another 26% of U.S. adults currently say the system is about right, while 14% think it is too tough. Value: 26.0 percent (vs. 14 percent saying too tough) Date: 2023-10-01 Tags: public_opinion,criminal_justice Sources: Gallup, 'Americans More Critical of U.S. Criminal Justice System' (November 16, 2023) - [confirmed] DOJ finding: drone sightings and fence-line throw-overs DOJ findings report: 'Between November 2021 and August 2023, GDC recovered 27,425 weapons, 12,483 cellphones, and 2,016 illegal drug items; during the same time period, GDC documented 262 drone sightings and 346 fence-line throw-overs.' Value: 262.0 drone sightings (vs. 346 fence-line throw-overs) Tags: contraband,operations Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [confirmed] Gallup 2023: 65-83% said system not tough enough in 1992-2003 readings The three readings between 1992 and 2003 found solid majorities of Americans, ranging from 65% to 83%, saying the criminal justice system was not tough enough on crime. Value: 83.0 percent (vs. 65 range low) Tags: public_opinion,criminal_justice,punitiveness,trend Sources: Gallup, 'Americans More Critical of U.S. Criminal Justice System' (November 16, 2023) - [confirmed] Gallup 2023: Nearly two-thirds prefer addressing social and economic problems over law enforcement Nearly two-thirds of Americans think it would be more effective to put money and effort toward addressing social and economic problems such as drug addiction, homelessness and mental health, while 35% favor bolstering law enforcement. Value: 66.0 percent (vs. 35 percent favoring law enforcement) Date: 2023-10-01 Tags: public_opinion,root_causes,law_enforcement,drug_addiction,homelessness,mental_health Sources: Gallup, 'Americans More Critical of U.S. Criminal Justice System' (November 16, 2023) - [confirmed] Gallup 2025: 67% favor addressing social and economic problems over law enforcement Currently, 67% favor focusing on 'addressing social and economic problems such as drug addiction, homelessness and mental health,' while 29% believe more resources should be devoted to 'strengthening law enforcement.' This balance of views is consistent with the two prior readings on this question, from 2023 and 2020, both of which show more than six in 10 Americans preferring to stop crime before it starts. Value: 67.0 percent (vs. 29 percent favoring law enforcement) Date: 2025-10-01 Tags: public_opinion,root_causes,law_enforcement,drug_addiction,homelessness,mental_health Sources: Gallup, 'Americans Prefer Tempered Crime-Fighting Methods' (October 30, 2025) - [confirmed] Gallup 2025: Only 16% believe prisons do excellent/good job at rehabilitation Just 16% of Americans believe the system does an excellent or good job at rehabilitating inmates so they are less likely to commit crimes in the future, while nearly eight in 10 rate it as only fair (32%) or poor (47%). Value: 16.0 percent (vs. 79 percent rating fair or poor) Date: 2025-11-01 Tags: public_opinion,prisons,rehabilitation Sources: Gallup, 'U.S. Prison System Rated High on Security, Low on Reform' (November 6, 2025) - [confirmed] Gallup 2025: Only 24% rate prison system positively for inmate safety 24% of U.S. adults rate the prison system positively for maintaining a safe environment for inmates, while 66% split evenly between saying it does a fair or poor job. Value: 24.0 percent (vs. 66 percent rating fair or poor) Date: 2025-11-01 Tags: public_opinion,prisons,safety,conditions Sources: Gallup, 'U.S. Prison System Rated High on Security, Low on Reform' (November 6, 2025) - [reported] GPS contraband dataset: 1,615 incidents from 599 GDC reports GPS Contraband Data page: '1,615 incidents from 599 GDC contraband reports, 2010 to 2026. 374 of the 2,369 people GDC names or counts were its own staff, officers or contract staff.' The page notes: 'GDC does not publish dispositions: an arrest reported here is not a conviction.' Value: 1615.0 incidents (vs. 599 GDC contraband reports) Tags: contraband,corruption,operations,drugs Sources: GPS Contraband Data - [reported] ACLU 2017: 91% of Americans support criminal justice reform The research, conducted by Benenson Strategy Group between October 5 and October 11, included 1,003 telephone interviews. 71 percent of Americans agree that incarceration is often counterproductive to public safety, since 'sending someone to prison for a long sentence increases the chances that he or she will commit another crime when they get out.' 84 percent of Americans believe that people with mental health disabilities belong in mental health programs instead of prison. Value: 91.0 percent Date: 2017-10-01 Tags: public_opinion,criminal_justice_reform,incarceration,mental_health Sources: ACLU, '91 Percent of Americans Support Criminal Justice Reform' (November 16, 2017) - [reported] GPS contraband dataset: 374 GDC staff named or counted GPS Contraband Data page: '374 of the 2,369 people GDC names or counts were its own staff, officers or contract staff.' Value: 374.0 staff named or counted (vs. 2369 total people named or counted) Tags: contraband,corruption,staffing Sources: GPS Contraband Data - [reported] ACLU 2017: 71% agree incarceration is often counterproductive to public safety 71 percent of Americans agree that incarceration is often counterproductive to public safety, since 'sending someone to prison for a long sentence increases the chances that he or she will commit another crime when they get out.' Value: 71.0 percent Date: 2017-10-01 Tags: public_opinion,incarceration,recidivism Sources: ACLU, '91 Percent of Americans Support Criminal Justice Reform' (November 16, 2017) - [reported] GPS contraband dataset: tobacco most common item GPS contraband dataset item counts: tobacco 1,183 items in 805 incidents; marijuana 853 items in 748 incidents; cellphones 550 items in 501 incidents; phone accessories 545 items in 298 incidents; 'other drug' 286 items in 216 incidents; weapons 172 items in 130 incidents; methamphetamine 145 items in 138 incidents; alcohol 38 items in 36 incidents. Value: 1183.0 tobacco items (vs. 853 marijuana items) Tags: contraband,drugs,weapons,operations Sources: GPS Contraband Data - [reported] ACLU 2017: 84% believe people with mental health disabilities belong in mental health programs, not prison 84 percent of Americans believe that people with mental health disabilities belong in mental health programs instead of prison. Value: 84.0 percent Date: 2017-10-01 Tags: public_opinion,mental_health,prisons Sources: ACLU, '91 Percent of Americans Support Criminal Justice Reform' (November 16, 2017) - [reported] Vera 2018: 85% agree main goal of criminal justice should be rehabilitation 85 percent of Americans agree the main goal of our criminal justice system should be rehabilitation, not punishment. Value: 85.0 percent Date: 2018-01-01 Tags: public_opinion,rehabilitation,criminal_justice Sources: Vera Institute of Justice, 'Overwhelming Majority of Americans Support Criminal Justice Reform' (January 25, 2018) - [reported] GPS contraband dataset: most-reported facilities GPS contraband dataset most-reported facilities: Calhoun 159, Rogers 150, Telfair 132, Wilcox 131, Smith 105, Dooly 77, Ware 65, Hancock 63. Value: 159.0 incidents at Calhoun State Prison Tags: contraband,facilities,operations Sources: GPS Contraband Data - [reported] Vera 2018: 90% believe barriers should be removed for formerly incarcerated people 90 percent believe that barriers to employment, school, and other opportunities should be removed for formerly incarcerated people. Value: 90.0 percent Date: 2018-01-01 Tags: public_opinion,reentry,employment,formerly_incarcerated Sources: Vera Institute of Justice, 'Overwhelming Majority of Americans Support Criminal Justice Reform' (January 25, 2018) - [reported] TikTok content analysis: K2/Spice videos in prisons JMIR Infodemiology study (2022): 'A total of 89 TikTok videos with the hashtag #k2spice were manually coded, with 40% (n=36) identified as displaying the use, solicitation, or adverse effects of K2/Spice among the prison population. Of them, 44.44% (n=16) were in a prison-based setting documenting adverse effects including possible overdose. Videos with higher user engagement were positively correlated with comments indicating an intent to buy or sell K2/Spice.' Value: 36.0 videos displaying K2/Spice use or effects (vs. 89 total videos coded) Date: 2022-01-01 Tags: drugs,overdose,mental_health,conditions Sources: JMIR Infodemiology: "Synthetic Cannabinoids in Prisons: Content Analysis of TikToks" (2022) - [confirmed] DOJ: Georgia prisons' violent crime share rose only from 51% to 56% (2016-2023) The share sentenced for violent crimes rose only from about 51% to 56% (2016–2023), which 'does not explain the dramatic rise in violence,' and prisons with 'relatively low gang populations' also have high homicide counts. The rise is in the conditions, not the population. Value: 56.0 percent (vs. 51 2016 share) Tags: violence,demographics,gangs,georgia_prisons,conditions Sources: DOJ Investigation of Georgia Prisons (October 2024) - [reported] Mastrobuoni open-prison study: 6 points less recidivism for a year in open cell Mastrobuoni's open-prison study (6 points less recidivism for a year in an open cell). Value: 6.0 percentage points Tags: recidivism,conditions,open_prison,reentry Sources: Enns 2016, 'Incarceration Nation' QUOTES (9) ---------------------------------------- - [reported] Correctional officers' union president on parole as control mechanism The correctional officers' union president, at the time of Georgia's 1998 law, as quoted by Kuziemko: 'If that [the hope of early parole] no longer exists, what carrot or stick is there for inmates? Parole has been a major factor to control inmates. In Georgia prisons, there are no longer weights and TV. What other privileges are there?' Date: 1998-01-01 Tags: parole,policy,operations,violence Sources: Kuziemko, Ilyana (2013). How Should Inmates Be Released from Prison? An Assessment of Parole Versus Fixed-Sentence Regimes. Quarterly Journal of Economics 128(1): 371-424 - [confirmed] Prison adaptations are normal reactions to pathological conditions Haney (2001) wrote: "It is important to emphasize that these are the natural and normal adaptations made by prisoners in response to the unnatural and abnormal conditions of prisoner life. The dysfunctionality of these adaptations is not 'pathological' in nature (even though, in practical terms, they may be destructive in effect). They are 'normal' reactions to a set of pathological conditions that become problematic when they are taken to extreme lengths, or become chronic and deeply internalized." Date: 2001-01-01 Tags: conditions,mental_health,violence Sources: Haney (2001). The Psychological Impact of Incarceration: Implications for Post-Prison Adjustment - [confirmed] Not everyone is psychologically harmed by incarceration Haney (2001) wrote: "The adaptation to imprisonment is almost always difficult and, at times, creates habits of thinking and acting that can be dysfunctional in periods of post-prison adjustment. Yet, the psychological effects of incarceration vary from individual to individual and are often reversible. To be sure, then, not everyone who is incarcerated is disabled or psychologically harmed by it. But few people are completely unchanged or unscathed by the experience." Date: 2001-01-01 Tags: conditions,mental_health Sources: Haney (2001). The Psychological Impact of Incarceration: Implications for Post-Prison Adjustment - [confirmed] Prisoners develop hypervigilance and interpersonal distrust Haney (2001) wrote: "Because many prisons are clearly dangerous places from which there is no exit or escape, prisoners learn quickly to become hypervigilant and ever-alert for signs of threat or personal risk. Because the stakes are high, and because there are people in their immediate environment poised to take advantage of weakness or exploit carelessness or inattention, interpersonal distrust and suspicion often result. Some prisoners learn to project a tough convict veneer that keeps all others at a distance." Date: 2001-01-01 Tags: conditions,mental_health,violence Sources: Haney (2001). The Psychological Impact of Incarceration: Implications for Post-Prison Adjustment - [confirmed] Sykes: life in maximum security prison is depriving or frustrating in the extreme Gresham Sykes wrote that "life in the maximum security prison is depriving or frustrating in the extreme," as quoted in Haney (2001), p. 1, citing Sykes (1958), p. 63. Date: 1958-01-01 Tags: conditions,deprivation Sources: Sykes (1958). The Society of Captives: A Study of a Maximum Security Prison - [confirmed] Public support for get-tough policies is 'mushy' The public clearly accepts, if not prefers, a range of punitive policies (e.g., capital punishment, three-strikes-and-you're-out laws, imprisonment). But support for get-tough policies is 'mushy.' Despite three decades of criticism, rehabilitation—particularly for the young—remains an integral part of Americans' correctional philosophy. There is also widespread support for early intervention programs. In the end, the public shows a tendency to be punitive and progressive, wishing the correctional system to achieve the diverse missions of doing justice, protecting public safety, and reforming the wayward. Date: 2000-01-01 Tags: public_opinion,punitive_attitudes,rehabilitation Sources: Cullen, Fisher & Applegate 2000, 'Public Opinion about Punishment and Corrections' - [confirmed] Prisons are psychologically powerful places capable of shaping behavior Haney (2012) testified: "prisons are psychologically powerful places, ones that are capable of shaping and transforming the thoughts and actions of the persons who enter them, often in unintended and adverse ways." Date: 2012-01-01 Tags: conditions,mental_health Sources: Haney (2012). Senate Judiciary Subcommittee Testimony on Solitary Confinement - [reported] GDC press release on Operation Night Drop and cell phone jamming GDC press release, August 21, 2024: 'Because contraband, specifically cell phones, presents a serious danger within all correctional systems across the country, the GDC and its counterparts continuously work to advocate for cell phone signal jamming, which requires federal action. While those efforts continue, the department will not stop in bringing the fight to those who continue with their criminal enterprise within state prison facilities and will continue to ensure anyone involved is prosecuted to the fullest extent of the law – regardless of status within the system.' Date: 2024-08-21 Tags: contraband,policy,operations,corruption Sources: Georgia Department of Corrections, press release, August 21, 2024, Georgia Department of Corrections Contributes to Operation Night Drop Success - [confirmed] DOJ: Contraband cellphone videos paint picture of lawlessness in Georgia prisons Over the past several years, a steady stream of contraband cellphone videos and photographs appearing to show assaults, incarcerated people with injuries, weapons, and incarcerated people who seem to be under the influence of illicit drugs – all while inside Georgia prisons – have been shared to social media, the press, and community stakeholder groups, painting a picture of lawlessness and disorder inside GDC prisons. Date: 2024-10-01 Tags: contraband,cellphones,violence,drugs,social_media,georgia_prisons Sources: DOJ Investigation of Georgia Prisons (October 2024) METHODOLOGY NOTES (18) ---------------------------------------- - [reported] Roodman parole bias explanation for Kuziemko results Roodman explains that 'parole bias could explain the Kuziemko results. In Georgia, a judge would set a maximum sentence and the parole board would decide the split within that time between incarceration and supervised freedom. Thus a (quasi-)experiment in release timing varies two treatments at once: time in prison and time on parole.' Date: 2017-01-01 Tags: parole,methodology,recidivism Sources: Roodman, David (2017). The impacts of incarceration on crime. Open Philanthropy Project - [reported] Roodman reanalysis did not contest Kuziemko infraction findings Roodman's Table 20 'exactly replicates four of the five original ninety percent regressions (Kuziemko, Table IV)', i.e. the recidivism regressions. The document states no reanalysis of Table V (infractions) or Table VI (programme completions) was found in the fetched text, so the in-prison behaviour result stands unchallenged in this review. Date: 2017-01-01 Tags: methodology,violence,parole Sources: Roodman, David (2017). The impacts of incarceration on crime. Open Philanthropy Project - [confirmed] GPS article guardrail: must not cite Kuziemko recidivism result without Roodman The GPS article must not cite Kuziemko's recidivism result without also citing Roodman's work. Tags: methodology,parole,reentry Sources: Kuziemko parole incentive research; Roodman 2020 recidivism research - [confirmed] GPS article guardrail: must not lean on Stanford prison experiment The GPS article must not lean on the Stanford prison experiment as supporting evidence. Tags: methodology,conditions Sources: GPS article sourcing guidelines - [confirmed] GPS article guardrail: must not use GPS mortality or overdose figures without BT approval The GPS article must not use any GPS mortality or overdose figure without BT's go-ahead. Tags: methodology,death,overdose Sources: GPS article sourcing guidelines - [confirmed] GPS article guardrail: must not describe anyone in GDC contraband reports as convicted The GPS article must not describe anyone in GDC's contraband reports as convicted. Tags: methodology,contraband,legal Sources: GPS article sourcing guidelines - [confirmed] GPS article guardrail: must not claim public is ready to sympathize with men in clips The GPS article must not claim the public is ready to sympathize with the men in the clips; polling supports a public that distrusts prisons, not one that has changed its mind about violent offenders. Tags: methodology,violence,conditions Sources: GPS article sourcing guidelines - [confirmed] Prison model specification affects understanding of misconduct variables Camp et al. (2003) demonstrated that model specification makes a difference in understanding which variables are related to misconduct, that the type of misconduct is important for understanding effects of covariates, and that multilevel model results can be used to compare prison performance. Date: 2001-01-01 Tags: violence,methodology_note,conditions Sources: Camp et al. (2003). The influence of prisons on inmate misconduct: A multilevel investigation - [confirmed] GPS article guardrail: must not name or link any video The GPS article must not name or link any video of prison violence. Tags: methodology,violence Sources: GPS article sourcing guidelines - [confirmed] GPS article guardrail: must not name any incarcerated person The GPS article must not name any incarcerated person. Tags: methodology,legal Sources: GPS article sourcing guidelines - [confirmed] GPS article guardrail: must not say conditions explain everything The GPS article must not say conditions explain everything; the sources say both conditions and individual factors matter. Tags: methodology,conditions,violence Sources: GPS article sourcing guidelines - [confirmed] Stanford Prison Experiment should not be leaned on in article The brief's rule for the article states: do not lean on the Stanford experiment. Its method is contested in the same journal that published it. Lean on the prison-population studies and on Haney's field work. If Stanford is mentioned, mention Le Texier in the same breath. Date: 2026-01-01 Tags: methodology_note,conditions Sources: Le Texier (2019). Debunking the Stanford Prison Experiment - [confirmed] GPS article guardrail: must use DOJ vacancy figure only The GPS article must state a systemwide vacancy figure other than DOJ's 'around 50% ... over 70% at ten of the largest facilities'. Tags: methodology,staffing Sources: GPS article sourcing guidelines - [confirmed] GPS article strategy: use GDC contraband reports to show who GDC says walks drugs in The GPS article can use GDC's own contraband reports to show who GDC itself says walks the drugs in. Tags: methodology,contraband,drugs,corruption Sources: GPS contraband data compilation - [confirmed] GPS article strategy: put DOJ p. 19 sentence next to videos The GPS article can put DOJ's p. 19 sentence next to the videos as a unique analytical contribution. Tags: methodology,conditions,violence Sources: DOJ Findings Report (October 2024) - [confirmed] GPS article strategy: put Lahm's sentence next to Georgia design-capacity numbers The GPS article can put Lahm's sentence next to Georgia's design-capacity numbers as a unique analytical contribution. Tags: methodology,conditions,facilities,violence Sources: Lahm prison violence research - [confirmed] Haney Senate testimony dated June 19, 2012 The Haney Senate testimony file is dated June 19, 2012, though the filename derives from the Senate URL. Date: 2012-06-19 Tags: methodology,conditions Sources: Haney Senate testimony (June 19, 2012) - [reported] Roodman contested Kuziemko's after-release result but not in-prison results Roodman contested Kuziemko's after-release result (Table IV) and, in what was fetched, did not reanalyse the in-prison results (Tables V and VI). The article's use of Kuziemko should be confined to behaviour inside, which is what the claim is about. Date: 2026-01-01 Tags: methodology,parole,recidivism,reanalysis Sources: Enns 2016, 'Incarceration Nation' CASE DETAILS (2) ---------------------------------------- - [confirmed] DOJ finding: overdose death at Ware State Prison after interview DOJ findings report describes an incarcerated person at Ware State Prison who 'described experiencing post-traumatic stress disorder, said that GDC was worse than his time seeing combat in the military, and explained that drugs are easy to acquire in the facility. Four days after the interview, he died from a drug overdose. ... He was left there for several hours because there were no officers in the control center and staff failed to come to the building. ... The victim's cause of death was acute methamphetamine toxicity.' Date: 2024-01-01 Tags: overdose,death,drugs,staffing,mental_health Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024) - [reported] Georgia Board of Corrections minutes on Operation Skyhawk Georgia Board of Corrections minutes, April 4, 2024 (Dublin, Ga.): 'Mr. Wolfe began by introducing Mr. Greg Phillips who discussed Operation Skyhawk. In his presentation Mr. Phillips discussed the collaboration of several teams who assisted in this operation.' The minutes record that the presentation happened; the arrest and seizure figures reported in the press for Skyhawk are in the Not verified list because no GDC or federal primary document could be fetched. Date: 2024-04-04 Tags: contraband,operations,corruption Sources: Georgia Board of Corrections, minutes, April 4, 2024 (Dublin, Ga.) TRENDS (1) ---------------------------------------- - [reported] GPS contraband dataset: yearly incident counts 2011-2026 GPS contraband dataset incidents by year: 2011: 133, 2012: 179, 2013: 118, 2014: 75, 2015: 65, 2016: 90, 2017: 90, 2018: 122, 2019: 137, 2020: 135, 2021: 145, 2022: 80, 2023: 61, 2024: 57, 2025: 85, 2026 (to July 25): 30. Tags: contraband,operations,trend Sources: GPS Contraband Data DATA GAPS (14) ---------------------------------------- - [reported] GPS contraband dataset: fall in reported incidents tracks fall in published reports The fall in reported contraband incidents from 2022 tracks a fall in the number of reports GDC published per year (from 40-52 a year in 2011-2021 to 15-16 in 2024-2025), so it is not evidence that smuggling fell. 265 of the 599 reports had to be recovered from the Internet Archive after GDC removed them. Tags: contraband,data_gap,operations,methodology Sources: GPS Contraband Data - [reported] GPS contraband dataset: arrests measure detection not introduction GPS Contraband Data page notes that arrests measure detection and GDC's decision to publish, not introduction. DOJ makes the same point about the state's seizure data: 'The State's data, which captures only contraband that has been found and confiscated, supports these reports.' Date: 2024-01-01 Tags: contraband,data_gap,methodology Sources: DOJ Findings Report: Investigation of Georgia Prisons (October 2024); GPS Contraband Data - [confirmed] No study measures effect of violent prison videos on public attitudes toward incarcerated people No fetched study measures the effect of violent prison videos on public attitudes toward incarcerated people. The Prison-TikTok literature studies creators and audiences of everyday-life content; the K2 study codes drug content. The causal claim 'the videos reinforce the perception' is plausible from Gilliam & Iyengar (violent, racialised crime imagery raises punitiveness) but is not itself tested. Date: 2026-01-01 Tags: data_gap,social_media,prison_videos,public_opinion,violence Sources: Gilliam & Iyengar 2000, 'Prime Suspects: The Influence of Local Television News on the Viewing Public'; Schlosser & Feldman 2022, 'Doing time online: Prison TikTok as social reclamation'; Pinch 2026, 'The behind-the-scenes we were never supposed to see' - [confirmed] Dehumanization effect on prison video audiences is untested Strong that dehumanised perception of offenders raises support for harsh punishment and lowers support for rehabilitation, independent of crime severity (Bastian; Viki). Untested on the specific audience of prison violence videos. Date: 2026-01-01 Tags: data_gap,dehumanization,prison_videos,public_opinion Sources: Bastian, Denson & Haslam 2013, 'The Roles of Dehumanization and Moral Outrage in Retributive Justice'; Viki, Fullerton, Raggett, Tait & Wiltshire 2012, 'The Role of Dehumanization in Attitudes Toward the Social Exclusion and Rehabilitation of Sex Offenders' - [disputed] Gallup 2025 'not tough enough' percentages unverified A search summary quoted 41/21/35 for 2025; neither fetched Gallup 2025 page contains those figures. The verified toughness series ends at 58/26/14 (Oct 2023) with the 41% record low (2020). Date: 2025-01-01 Tags: data_gap,public_opinion,gallup,punitiveness Sources: Gallup, 'Americans More Critical of U.S. Criminal Justice System' (November 16, 2023); Gallup, 'Americans Prefer Tempered Crime-Fighting Methods' (October 30, 2025) - [reported] Operation Skyhawk figures unverified from primary sources Operation Skyhawk figures (150 arrested, 8 GDC employees, 87 drones, drug weights) reported by Fox 5, ABC, NBC, AJC; no GDC or federal primary document fetched. The April 2024 Board minutes confirm only that a presentation was given. Date: 2024-01-01 Tags: data_gap,contraband,drones,drugs,operations,georgia_prisons Sources: DOJ Investigation of Georgia Prisons (October 2024) - [reported] AP and AJC contraband arrest articles cited by DOJ but not independently fetched AP 'At least 360 Georgia prison guards have been arrested for contraband since 2018' (Sept. 25, 2023) and the AJC 'Lucrative Side Hustle' investigation (Sept. 21, 2023) cited by DOJ (fn. 42, p. 52); the articles themselves were not fetched. DOJ's own words ('Hundreds of employees have been arrested') are verified and sufficient. Date: 2023-01-01 Tags: data_gap,contraband,corruption,staffing,georgia_prisons Sources: DOJ Investigation of Georgia Prisons (October 2024) - [reported] Justice Action Network poll reported only via Vera, no sample size or field dates Justice Action Network / Public Opinion Strategies 2018 poll (85% rehabilitation, 90% barriers) fetched only as reported by Vera; no sample size or field dates on the page. Date: 2018-01-01 Tags: data_gap,public_opinion,rehabilitation,reentry Sources: Vera Institute of Justice, 'Overwhelming Majority of Americans Support Criminal Justice Reform' (January 25, 2018) - [reported] Irwin & Cressey 1962 importation model origin unverified Irwin, John, and Donald R. Cressey (1962). 'Thieves, Convicts and the Inmate Culture.' Social Problems 10(2): 142–155. DOI resolves; no abstract or text could be fetched (OUP 403; OpenAlex holds only a citation string). Cite as the origin of the importation model only if someone reads it. Date: 1962-01-01 Tags: data_gap,importation_model,prison_culture,academic Sources: Irwin & Cressey 1962, 'Thieves, Convicts and the Inmate Culture' - [reported] Steiner, Butler & Ellison 2014 systematic review unverified Steiner, Benjamin, H. Daniel Butler, and Jared M. Ellison (2014). 'Causes and correlates of prison inmate misconduct: A systematic review of the evidence.' Journal of Criminal Justice 42(6): 462–470. DOI resolves (Elsevier 200); abstract withheld by publisher from every API tried, ScienceDirect 403. The obvious review to cite for 'both'; someone needs to read it. Date: 2014-01-01 Tags: data_gap,prison_misconduct,systematic_review,academic Sources: Steiner, Butler & Ellison 2014, 'Causes and correlates of prison inmate misconduct' - [reported] Haney & Zimbardo 1998 unverified Haney, Craig, and Philip G. Zimbardo (1998). 'The Past and Future of U.S. Prison Policy: Twenty-Five Years After the Stanford Prison Experiment.' American Psychologist 53(7): 709–727. DOI resolves; no text fetched. Haney's 2012 testimony (fetched) states the same lesson and cites this paper. Date: 1998-01-01 Tags: data_gap,prison_policy,stanford_prison_experiment,academic Sources: Haney & Zimbardo 1998, 'The Past and Future of U.S. Prison Policy' - [reported] Roche, Pickett & Gertz 2016 online news study unverified Roche, Sean Patrick, Justin T. Pickett, and Marc Gertz (2016). 'The Scary World of Online News? Internet News Exposure and Public Attitudes Toward Crime and Justice.' Journal of Quantitative Criminology 32(2): 215–236. DOI resolves; Springer served a login redirect; no abstract fetched. Would be the online-news analogue of Romer 2003. Date: 2016-01-01 Tags: data_gap,media,online_news,public_opinion,academic Sources: Roche, Pickett & Gertz 2016, 'The Scary World of Online News?' - [reported] Bales & Miller 2012 determinate sentencing study unverified Bales, William D., and Courtenay Hilton Miller (2012). 'The impact of determinate sentencing on prisoner misconduct.' Journal of Criminal Justice 40(5): 394–403. DOI resolves; no abstract available. Florida's 85% law and misconduct: the natural companion to Kuziemko, unread. Date: 2012-01-01 Tags: data_gap,sentencing,prison_misconduct,florida,academic Sources: Bales & Miller 2012, 'The impact of determinate sentencing on prisoner misconduct' - [confirmed] 'If it bleeds, it leads' not found in any fetched source The phrase 'if it bleeds, it leads' was not found in any fetched source; do not attribute it to these authors. The finding it stands for is Gilliam & Iyengar's 83%/17% (p. 562) and Romer 2003. Date: 2026-01-01 Tags: data_gap,media,attribution Sources: Gilliam & Iyengar 2000, 'Prime Suspects: The Influence of Local Television News on the Viewing Public'; Romer, Jamieson & Aday 2003, 'Television News and the Cultivation of Fear of Crime' DATASETS (6) ---------------------------------------- # GPS Contraband Data: Yearly Incident Counts 2011-2026 Number of contraband incidents reported by GDC per year, as extracted from GPS's contraband dataset (totals as of 2026-09-07). Year Incidents ----------------- 2011 133 2012 179 2013 118 2014 75 2015 65 2016 90 2017 90 2018 122 2019 137 2020 135 2021 145 2022 80 2023 61 2024 57 2025 85 2026 30 # Gallup criminal justice system toughness readings (1992-2023) Gallup poll trend on whether Americans think the U.S. criminal justice system is not tough enough, about right, or too tough on crime Year Not tough enough About right Too tough ------------------------------------------------ 1992 83 2003 65 2020 41 2023 58 26 14 # GPS Contraband Data: Item Counts by Category Contraband items by category as reported in GDC contraband reports, with item counts and incident counts. Item Category Item Count Incident Count ----------------------------------------------- Tobacco 1183 805 Marijuana 853 748 Cellphones 550 501 Phone accessories 545 298 Other drug 286 216 Weapons 172 130 Methamphetamine 145 138 Alcohol 38 36 # Gallup root causes vs. law enforcement preference (2020-2025) Gallup poll trend on whether Americans prefer addressing social and economic problems or strengthening law enforcement Year Address social/economic problems Strengthen law enforcement -------------------------------------------------------------------- 2020 60 2023 66 35 2025 67 29 # GPS Contraband Data: Actors by Category Actors in contraband incidents by category as GDC printed them in its reports. Actor Category Count ----------------------- Civilian 926 Visitor 514 Unstated 484 Officer 284 GDC staff 76 Probationer 32 Offender 28 Contract staff 14 Parolee 11 # GPS Contraband Data: Most-Reported Facilities Facilities with the highest number of contraband incidents in GPS's dataset. Facility Incidents --------------------------------- Calhoun State Prison 159 Rogers State Prison 150 Telfair State Prison 132 Wilcox State Prison 131 Smith State Prison 105 Dooly State Prison 77 Ware State Prison 65 Hancock State Prison 63 KEY ENTITIES (57) ---------------------------------------- - ACLU [organization]: Civil liberties organization that produced the 2022 'Captive Labor: Exploitation of Incarcerated Workers' report with the University of Chicago Law School's Global Human Rights Clinic. (aka: American Civil Liberties Union) - Anouk Q. Bosma [person]: Co-author of multilevel test examining prisoner misconduct using personal characteristics, prison climate, and prison environment. (aka: Bosma) - BBC Prison Study [operation]: Psychological study conducted by Stephen Reicher and S. Alexander Haslam examining group dynamics and tyranny in a simulated prison environment. - Benjamin Steiner [person]: Criminologist and co-author of multiple studies on prison rule violations, officer legitimacy, and inmate violence. (aka: Steiner) - Bierie [person]: Researcher on prison violence who found assaults increase in crowded, chaotic, coercive prisons. - BT [person]: Individual whose approval is required before using GPS mortality or overdose figures. - Calhoun State Prison [facility]: Georgia state prison where two female correctional officers were arrested in 2020 for allegedly smuggling methamphetamine in Hot Pockets; cases dismissed due to GDC failure to test evidence. - Craig Haney [person]: Professor of psychology at the University of California, Santa Cruz. Leading national expert on psychological effects of solitary confinement. Conducted inspection of Georgia's SMU for Gumm v. Jacobs litigation and described it as 'one of the harshest and most draconian' in the nation. (aka: Dr. Craig Haney) - Daniele Terlizzese [person]: Co-author of study on prison conditions and recidivism examining open-cell versus closed-cell prisons. (aka: Terlizzese) - David M. Bierie [person]: Researcher on physical prison conditions and inmate violence; author of study on impact of physical prison conditions on inmate violence. (aka: Bierie) - DOJ [organization]: Federal agency that investigated Georgia prisons and found 8th Amendment violations in October 2024. (aka: Department of Justice, U.S. Department of Justice) - Dooly State Prison [facility]: Georgia state prison where Jackie Kavaskia McMillan led drug trafficking network; second highest cell phone seizure count by end of 2016 (1,342 phones). - Florida [organization]: State where incarcerated people are not paid for most prison work. - Florida Department of Corrections [organization]: Florida state corrections agency referenced in analysis of contractor profit margins from penny-per-meal savings in a 90,000-prisoner system. - Francesco Drago [person]: Co-author of study on prison conditions and recidivism. (aka: Drago) - Gallup [organization]: Polling organization that conducted surveys on criminal justice attitudes - GDC [organization]: Georgia state corrections department operating 12 reentry centers with 2,344 beds and various cognitive programming initiatives. (aka: Georgia Department of Corrections, Georgia DOC) - Georgia 90% Rule [legislation]: A 1998 Georgia policy reform requiring inmates convicted of certain crimes to serve at least 90% of their original sentence, effectively eliminating the possibility of early parole. (aka: 1998 Georgia parole reform, 90% crime) - Georgia Department of Corrections [organization]: State agency responsible for operating Georgia's prison system. Subject of federal DOJ investigation in 2022-2023 for constitutional violations including food-related deaths. (aka: GDC) - Georgia Prisoners' Speak [organization]: Advocacy organization documenting conditions inside Georgia prisons through photos and insider accounts, including food inadequacy. (aka: GPS) - Gerald G. Gaes [person]: Researcher on prison crowding effects; author of 'The Effects of Overcrowding in Prison' (1985). (aka: Gaes) - Giovanni Mastrobuoni [person]: Co-author of study on prison conditions and recidivism examining open-cell versus closed-cell prisons. (aka: Mastrobuoni) - Gresham Sykes [person]: Sociologist and author of 'The Society of Captives: A Study of a Maximum Security Prison' (1958), which introduced the deprivation model of prison behavior. (aka: Sykes) - Hancock State Prison [facility]: Georgia state prison where THC gummies, white powdery substances, and marijuana were recovered in January 2024. - Haney [person]: Researcher who found hypervigilance and 'tough convict veneer' are normal reactions to pathological prison conditions. - Jesse M. Shapiro [person]: Co-author of 'Do Harsher Prison Conditions Reduce Recidivism?' in American Law and Economics Review (2007). - John Wooldredge [person]: Criminologist and co-author of multiple studies on prison rule violations and officer legitimacy. (aka: Wooldredge) - Justice Action Network [organization]: Organization that commissioned the Public Opinion Strategies poll on criminal justice reform - Karen F. Lahm [person]: Researcher on inmate-on-inmate assault and prison violence; author of multilevel examination of prison violence. (aka: Lahm) - Kuziemko [person]: Researcher who studied the effect of Georgia's 1998 removal of parole incentives on incarcerated people's behavior. - Lahm [person]: Researcher on prison violence who found assaults increase in crowded, chaotic, coercive prisons. - Los Angeles County [organization]: County in California where Gilliam & Iyengar analyzed local TV news crime coverage - M. Keith Chen [person]: Co-author of 'Do Harsher Prison Conditions Reduce Recidivism?' in American Law and Economics Review (2007). - Mississippi [organization]: State where incarcerated people are not paid for most prison work. - Mississippi Department of Corrections [organization]: Mississippi state corrections agency that canceled its Aramark contract in 2021 after a federal lawsuit described contaminated food. (aka: MDOC Mississippi) - Operation Night Drop [operation]: 2024 DEA operation resulting in two federal indictments targeting drone-based drug delivery conspiracies at Smith State Prison, Telfair State Prison, and other facilities from 2019 through July 2024. - Operation Skyhawk [operation]: 2024 multi-state operation resulting in 150 arrests (including 8 GDC employees) targeting drone-based smuggling networks into Georgia prisons. - Pietro Vertova [person]: Co-author of study on prison conditions and recidivism. (aka: Vertova) - Public Opinion Strategies [organization]: Polling firm that conducted the 2018 poll for Justice Action Network - Roberto Galbiati [person]: Co-author of study on prison conditions and recidivism. (aka: Galbiati) - Rogers State Prison [facility]: Georgia state prison where two violent incidents occurred during a 2-day DOJ visit in March 2023, including gang fight with multiple knives, 2 airlifts, 5 ambulance transports; warden had been arrested for gang participation less than 2 months prior - Roodman [person]: Researcher whose work must be cited alongside Kuziemko's recidivism result. - S. Alexander Haslam [person]: Co-author of the BBC prison study examining the psychology of tyranny. (aka: Haslam) - Scott D. Camp [person]: Co-author of multilevel investigation of prison influence on inmate misconduct. (aka: Camp) - Smith State Prison [facility]: Georgia state prison targeted by drone smuggling networks; subject of Operation Night Drop indictments. - Stanford Prison Experiment [operation]: 1971 psychological study conducted by Philip Zimbardo and colleagues at Stanford University, placing college students in a simulated prison environment; methodology has been heavily criticized. (aka: SPE) - Steiner [person]: Co-author of research finding assaults increase in crowded, chaotic, coercive prisons. - Stephen Reicher [person]: Co-author of the BBC prison study examining the psychology of tyranny. (aka: Reicher) - Telfair State Prison [facility]: Georgia state prison involved in Operation Ghost Busted (Desiree Briley) and Operation Night Drop drone smuggling network. - Texas [organization]: State where incarcerated people are not paid for most prison work. - Thibault Le Texier [person]: Researcher who published a critical analysis of the Stanford Prison Experiment in American Psychologist (2019). (aka: Le Texier) - U.S. Congress [organization]: Passed Public Law 85-741 in 1958 authorizing federal split sentences. (aka: 85th Congress) - U.S. Department of Justice [organization]: Federal agency that published October 2024 findings report on unconstitutional conditions in Georgia prisons. (aka: DOJ) - Vera Institute of Justice [organization]: Research organization focused on criminal justice; published Health Care Behind Bars report (2025) (aka: Vera Institute, Vera) - Ware State Prison [facility]: Georgia state prison leading all GDC facilities in cell phone seizures by end of 2016, with 1,392 phones confiscated. - Wilcox State Prison [facility]: Georgia state prison visited by DOJ during 2022-2023 investigation (aka: Wilcox) - Wooldredge [person]: Co-author of research finding assaults increase in crowded, chaotic, coercive prisons. SOURCES (72) ---------------------------------------- - ACLU, '91 Percent of Americans Support Criminal Justice Reform' (November 16, 2017), ACLU (2017-11-16) [press_release, primary] URL: https://www.aclu.org/press-releases/91-percent-americans-support-criminal-justice-reform-aclu-polling-finds - Associated Press, At least 360 Georgia prison guards have been arrested for contraband since 2018, newspaper finds, Sept. 25, 2023, Associated Press by Associated Press (2023-09-25) [journalism, secondary] - Bales & Miller 2012, 'The impact of determinate sentencing on prisoner misconduct', Journal of Criminal Justice by William D. Bales, Courtenay Hilton Miller (2012-01-01) [academic, primary] URL: https://doi.org/10.1016/j.jcrimjus.2012.06.006 - Bandura 1999, 'Moral Disengagement in the Perpetration of Inhumanities', Personality and Social Psychology Review by Albert Bandura (1999-01-01) [academic, primary] URL: https://doi.org/10.1207/s15327957pspr0303_3 - Bastian 2013 research by Bastian (2013-01-01) [academic, primary] URL: https://doi.org/10.1371/journal.pone.0061842 - Bastian, Denson & Haslam 2013, 'The Roles of Dehumanization and Moral Outrage in Retributive Justice', PLoS ONE by Brock Bastian, Thomas F. Denson, Nick Haslam (2013-01-01) [academic, primary] URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0061842&type=printable - Beckett 1994, 'Setting the Public Agenda: Street Crime and Drug Use in American Politics', Social Problems by Katherine Beckett (1994-01-01) [academic, primary] URL: https://doi.org/10.2307/3096971 - Beckett 1997, 'Making Crime Pay: Law and Order in Contemporary American Politics', Oxford University Press by Katherine Beckett (1997-01-01) [academic, primary] URL: https://global.oup.com/academic/product/making-crime-pay-9780195136265 - Bierie (2012). Is Tougher Better? The Impact of Physical Prison Conditions on Inmate Violence, International Journal of Offender Therapy and Comparative Criminology by David M. Bierie (2012-01-01) [academic, primary] URL: https://doi.org/10.1177/0306624X11405157 - Bierie 2012 prison violence research, PubMed by Bierie (2012-01-01) [academic, primary] URL: https://doi.org/10.1177/0306624X11405157 - Board of Corrections Minutes April 2024, Georgia Board of Corrections by Georgia Board of Corrections (2024-04-01) [official_report, primary] URL: https://gdc.georgia.gov/document/board-meeting-minutes/board-meeting-minutes-april-2024/download - Bosma et al. (2020). Examining Prisoner Misconduct: A Multilevel Test Using Personal Characteristics, Prison Climate, and Prison Environment, Crime & Delinquency by Anouk Q. Bosma, Esther van Ginneken, Miranda Sentse, Hanneke Palmen (2020-01-01) [academic, primary] URL: https://doi.org/10.1177/0011128719877347 - Camp et al. (2003). The influence of prisons on inmate misconduct: A multilevel investigation, Justice Quarterly by Scott D. Camp, Gerald G. Gaes, Neal P. Langan, William G. Saylor (2003-01-01) [academic, primary] URL: https://doi.org/10.1080/07418820300095601 - Chen & Shapiro (2007). Do Harsher Prison Conditions Reduce Recidivism? A Discontinuity-based Approach, American Law and Economics Review by M. Keith Chen, Jesse M. Shapiro (2007-01-01) [academic, primary] URL: https://doi.org/10.1093/aler/ahm006 - Craig Haney, Mental Health Issues in Long-Term Solitary and Supermax Confinement, Crime & Delinquency, Vol. 49, No. 1, 2003, Crime & Delinquency by Craig Haney (2003-01-01) [academic, primary] URL: https://doi.org/10.1177/0011128702239239 - Cullen, Fisher & Applegate 2000, 'Public Opinion about Punishment and Corrections', Crime and Justice by Francis T. Cullen, Bonnie S. Fisher, Brandon K. Applegate (2000-01-01) [academic, primary] URL: https://doi.org/10.1086/652198 - Cunningham, Mark D., and Jon R. Sorensen (2006). Nothing to Lose? A Comparative Examination of Prison Misconduct Rates Among Life-Without-Parole and Other Long-Term High-Security Inmates. Criminal Justice and Behavior 33(6): 683-705, Criminal Justice and Behavior by Mark D. Cunningham, Jon R. Sorensen (2006-01-01) [academic, primary] URL: https://doi.org/10.1177/0093854806288273 - Danny Robbins & Carrie Teegardin, Hundreds of Georgia Prison Employees Had a Lucrative Side Hustle: They Aided Prisoners' Criminal Schemes, Atlanta Journal-Constitution, Sept. 21, 2023, Atlanta Journal-Constitution by Danny Robbins, Carrie Teegardin (2023-09-21) [journalism, secondary] - DOJ Findings Report (October 2024), U.S. Department of Justice by U.S. Department of Justice (2024-10-01) [official_report, primary] URL: https://www.justice.gov/d9/2024-09/findings_report_-_investigation_of_georgia_prisons.pdf - DOJ Findings Report: Investigation of Georgia Prisons (October 2024), U.S. Department of Justice (2024-10-01) [official_report, primary] URL: https://www.justice.gov/d9/2024-09/findings_report_-_investigation_of_georgia_prisons.pdf - DOJ Investigation of Georgia Prisons (October 2024), U.S. Department of Justice (2024-10-01) [official_report, primary] URL: https://www.justice.gov/d9/2024-09/findings_report_-_investigation_of_georgia_prisons.pdf - Drago, Galbiati, & Vertova (2011). Prison Conditions and Recidivism, American Law and Economics Review by Francesco Drago, Roberto Galbiati, Pietro Vertova (2011-01-01) [academic, primary] URL: https://doi.org/10.1093/aler/ahq024 - Enns 2014, 'The Public's Increasing Punitiveness and Its Influence on Mass Incarceration in the United States', American Journal of Political Science by Peter K. Enns (2014-01-01) [academic, primary] URL: https://doi.org/10.1111/ajps.12098 - Enns 2016, 'Incarceration Nation', Cambridge University Press by Peter K. Enns (2016-01-01) [academic, primary] URL: https://doi.org/10.1017/CBO9781316471029 - Gaes (1985). The Effects of Overcrowding in Prison, Crime and Justice by Gerald G. Gaes (1985-01-01) [academic, primary] URL: https://doi.org/10.1086/449105 - Gallup 2025 crime spending polling, Gallup by Gallup (2025-01-01) [official_report, primary] URL: https://news.gallup.com/poll/697244/americans-prefer-tempered-crime-fighting-methods.aspx - Gallup 2025 prison polling, Gallup by Gallup (2025-01-01) [official_report, primary] URL: https://news.gallup.com/poll/697472/prison-system-rated-high-security-low-reform.aspx - Gallup, 'Americans More Critical of U.S. Criminal Justice System' (November 16, 2023), Gallup by Megan Brenan (2023-11-16) [press_release, primary] URL: https://news.gallup.com/poll/544439/americans-critical-criminal-justice-system.aspx - Gallup, 'Americans Prefer Tempered Crime-Fighting Methods' (October 30, 2025), Gallup by Lydia Saad (2025-10-30) [press_release, primary] URL: https://news.gallup.com/poll/697244/americans-prefer-tempered-crime-fighting-methods.aspx - Gallup, 'U.S. Prison System Rated High on Security, Low on Reform' (November 6, 2025), Gallup by Megan Brenan (2025-11-06) [press_release, primary] URL: https://news.gallup.com/poll/697472/prison-system-rated-high-security-low-reform.aspx - GDC Night Drop documentation, Georgia Department of Corrections by Georgia Department of Corrections [official_report, primary] URL: https://gdc.georgia.gov/press-releases/2024-08-21/georgia-department-corrections-contributes-operation-night-drop-success - Georgia Board of Corrections, minutes, April 4, 2024 (Dublin, Ga.), Georgia Board of Corrections by Georgia Board of Corrections (2024-04-04) [official_report, primary] URL: https://gdc.georgia.gov/document/board-meeting-minutes/board-meeting-minutes-april-2024/download - Georgia Department of Corrections, press release, August 21, 2024, Georgia Department of Corrections Contributes to Operation Night Drop Success, Georgia Department of Corrections by Georgia Department of Corrections (2024-08-21) [press_release, primary] URL: https://gdc.georgia.gov/press-releases/2024-08-21/georgia-department-corrections-contributes-operation-night-drop-success - Gilliam & Iyengar 2000 media research by Gilliam & Iyengar (2000-01-01) [academic, primary] URL: https://doi.org/10.2307/2669264 - Gilliam & Iyengar 2000, 'Prime Suspects: The Influence of Local Television News on the Viewing Public', American Journal of Political Science by Franklin D. Gilliam Jr., Shanto Iyengar (2000-01-01) [academic, primary] URL: https://fbaum.unc.edu/teaching/articles/Gilliam_Iyengar_AJPS_2000.pdf - Gilliam, Valentino & Beckmann 2002, 'Where You Live and What You Watch', Political Research Quarterly by Franklin D. Gilliam, Nicholas A. Valentino, Matthew N. Beckmann (2002-01-01) [academic, primary] URL: https://doi.org/10.1177/106591290205500402 - GPS article sourcing guidelines, Georgia Prisoners' Speak by Georgia Prisoners' Speak [gps_original, primary] - GPS Contraband Data, Georgia Prisoners' Speak by Georgia Prisoners' Speak (2026-01-01) [gps_original, primary] URL: https://gps.press/contraband-data/ - GPS contraband data compilation, Georgia Prisoners' Speak by Georgia Prisoners' Speak [gps_original, primary] URL: https://gps.press/contraband-data/ - Haney (2001). 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