As of February 2025, El Salvador had the highest prisoner rate worldwide, with over 1,600 prisoners per 100,000 of the national population. Cuba, Rwanda, Turkmenistan, and the United States, rounded out the top five countries with the highest rate of incarceration. Homicides in El Salvador Interestingly, El Salvador, which long had the highest global homicide rates, has dropped out of the top 20 after a high number of gang members have been incarcerated. A high number of the countries with the highest homicide rate are located in Latin America. Prisoners in the United StatesThe United States is home to the largest number of prisoners worldwide. More than 1.8 million people were incarcerated in the U.S. at the beginning of 2025. In China, the estimated prison population totaled 1.69 million people that year. Other nations had far fewer prisoners. The largest share of the U.S. prisoners in federal correctional facilities were of African-American origin. As of 2020, there were 345,500 black, non-Hispanic prisoners, compared to 327,300 white, non-Hispanic inmates. The U.S. states with the largest number of prisoners in 2022 were Texas, California, and Florida. Over 160,000 prisoners in state facilities were sentenced for rape or sexual assault, which was the most common cause of imprisonment. The second most common was murder, followed by aggravated or simple assault.

At the beginning of 2025, the United States had the highest number of incarcerated individuals worldwide, with around 1.8 million people in prison. China followed with around 100,000 fewer prisoners. Brazil followed in third. The incarceration problem in the U.S. The United States has an incredibly high number of incarcerated individuals. Therefore, the incarceration problem has become a widely contested issue, because it impacts disadvantaged people and minorities the most. Additionally, the prison system has become capitalized by outside corporations that fund prisons, but there is still a high cost to taxpayers. Furthermore, there has been an increase in the amount of private prisons that have been created. For-profit prison companies have come under scrutiny because of their lack of satisfactory staff and widespread lobbying. Violent offenses are the most common type of offense among prisoners in the U.S. Incarceration rates worldwide El Salvador had the highest rate of incarceration worldwide, at 1,659 prisoners per 100,000 residents as of February 2025. Cuba followed in second with 794 prisoners per 100,000 inhabitants. The incarceration rate is a better measure to use when comparing countries than the total prison populations, which will naturally have the most populous countries topping the list.

Hong Kong had the largest share of female prisoners as of April 2025, with over ** percent of its detainees being women. Macau had the second-highest rate at over ** percent. In the United States, *** percent of inmates were women.

Introduction

Prison Statistics: Prisons serve as critical institutions within global justice systems, reflecting societal approaches to punishment, deterrence, and rehabilitation. As of 2024, approximately 11.5 million individuals are incarcerated worldwide, with about 10.8 million men and 700,000 women. This represents a 5.5% increase since 2012, indicating a persistent reliance on incarceration.

Incarceration rates vary significantly across regions. North America has the highest rate, with 489 prisoners per 100,000 people in 2022, down from 647 in 2012. In contrast, Southern Asia reported rates below 100 per 100,000 population. El Salvador leads globally with 1,086 prisoners per 100,000 people, followed by Cuba at 794 and Rwanda at 637.

The female prison population has surged by 57% since 2000, outpacing the 22% increase in the male prison population. This rise is often linked to factors such as poverty, discriminatory laws, and limited access to legal resources. Notably, one in three incarcerated individuals globally is held in pre-trial detention, highlighting concerns about legal processes and the presumption of innocence.

Understanding these demographics is essential for evaluating the effectiveness of incarceration as a tool for justice and rehabilitation. It also underscores the need for reforms that address systemic issues contributing to high incarceration rates. Let's explore some intriguing statistics about prisoners in the United States.

With approximately *** million prisoners, China had by far the biggest prison population across the Asia-Pacific region in 2022. In contrast, less than ************ people were incarcerated in Brunei and Timor-Leste, respectively. Prison populations and total populationsThe varying size of prison populations throughout Asia-Pacific can be attributed to the size of the general populations across the region's countries and territories. With a population of over *** billion, China is the most populous country in the world. Despite the disparity in population size, Bhutan, which had one of the smallest prison populations in APAC in 2022, had a higher serious assault rate than other Asia-Pacific counties. Crime ratesApart from the general population size, there are other factors which can be taken into consideration, such as a diversity in justice systems. Therefore, a comparison of crime throughout the region can be challenging. Although China had a higher prison population, it had a lower intentional homicide rate compared to other Asia-Pacific countries and territories. New Zealand, Singapore, and Hong Kong have the lowest corruption index scores in the region, whereas countries including Bangladesh, Cambodia, and North Korea have recorded the highest scores.

In 2024, Haiti had a 302 percent level of occupancy in their prison system, being the country with the highest occupancy rate in the Latin America and the Caribbean. It was followed by Guatemala, with almost 300 percent occupancy rate. Among the top ten countries with the most overcrowded national prison system, Panama had the lowest rate, at 163.1 percent. Regarding prison population, El Salvador and Cuba were the Latin American and Caribbean countries that had the largest rates, both with over 500 prisoners per 100,000 inhabitants.

Private Prison Service Market Outlook

The global private prison service market size was valued at approximately USD 8 billion in 2023 and is forecasted to reach USD 12.5 billion by 2032, expanding at a compound annual growth rate (CAGR) of around 4.5% during the forecast period. The growth of this market is driven by several factors, including increasing prison populations, government policies favoring privatization, and a focus on cost-efficiency and specialized services provided by private entities.

One of the primary growth factors of the private prison service market is the escalating prison population globally. Over the years, many countries have experienced a steady rise in incarceration rates due to stricter law enforcement policies and an increase in crime rates. This surge has led to overcrowded public prison facilities, prompting governments to seek alternatives to manage the burgeoning inmate numbers. Private prisons have emerged as a viable solution to this issue, providing additional capacity and thus driving market demand.

Another significant factor contributing to the growth of the private prison service market is the cost-efficiency and specialized services offered by private operators. Governments are increasingly outsourcing prison management to private entities to reduce operational costs and improve service quality. Private prisons often employ advanced technologies and management practices that lead to better resource utilization, enhanced security measures, and improved inmate rehabilitation programs. These factors make private prisons an attractive option for governments looking to manage prisons more effectively.

The increasing focus on rehabilitation and reintegration of inmates is also bolstering the private prison service market. Unlike traditional public prisons, many private facilities emphasize rehabilitation and education programs aimed at reducing recidivism rates. Private prison operators often provide comprehensive healthcare, vocational training, and educational programs tailored to the needs of inmates. These initiatives not only help in the personal development of inmates but also contribute to a safer society, which, in turn, drives the demand for private prison services.

From a regional perspective, North America holds the largest share in the global private prison service market, primarily driven by the United States, which has one of the highest incarceration rates in the world. Government policies favoring privatization and the presence of major private prison operators further strengthen the market in this region. However, other regions such as Asia Pacific and Europe are also showing significant potential due to increasing crime rates and shifting governmental policies towards privatization.

Service Type Analysis

The private prison service market is segmented by service type into security, rehabilitation, healthcare, education, and others. The security segment holds the largest market share due to its critical role in maintaining order and safety within prison facilities. Private prison operators invest heavily in advanced security technologies such as surveillance systems, biometric access controls, and perimeter security solutions. These investments ensure a secure environment for both inmates and staff, thereby making security services a pivotal component of the private prison market.

The rehabilitation segment is gaining traction as governments and private operators recognize the importance of reducing recidivism rates. Rehabilitation services include a range of programs such as behavioral therapy, substance abuse treatment, and vocational training designed to help inmates reintegrate into society. With growing awareness about the social and economic benefits of rehabilitation, this segment is expected to see substantial growth in the coming years.

Healthcare services are another critical component of private prison services. Inmates often have complex health needs that require specialized medical care. Private prison operators provide comprehensive healthcare services, including primary care, mental health services, and emergency medical treatment. The healthcare segment is expected to grow significantly due to the increasing prevalence of chronic conditions and mental health issues among the incarcerated population.

Educational services are also an essential part of the private prison service market. These services aim to equip inmates with the knowledge and skills needed to secure employment upon release. Educational programs range

In 2023 Turkey had the highest incarceration rate among European countries, at 408 prisoners per 100,000 inhabitants, followed by Georgia, which had an incarceration of 256. The country with the lowest incarceration rate in this year was Liechtenstein, which had 15 people in prison for every 100,000 inhabitants. Germany had one of the lowest rates of 69 when compared with other major European countries such as France and England & Wales, which had rates of 106 and 136 respectively. The Russian Federation has in previous years been the country with the highest incarceration rate in the Council of Europe's data, however, as the country was removed as a member of the council in 2022 due to their invasion of Ukraine, data for Russia is no longer available.

Overview

The Marshall Project, the nonprofit investigative newsroom dedicated to the U.S. criminal justice system, has partnered with The Associated Press to compile data on the prevalence of COVID-19 infection in prisons across the country. The Associated Press is sharing this data as the most comprehensive current national source of COVID-19 outbreaks in state and federal prisons.

Lawyers, criminal justice reform advocates and families of the incarcerated have worried about what was happening in prisons across the nation as coronavirus began to take hold in the communities outside. Data collected by The Marshall Project and AP shows that hundreds of thousands of prisoners, workers, correctional officers and staff have caught the illness as prisons became the center of some of the country’s largest outbreaks. And thousands of people — most of them incarcerated — have died.

In December, as COVID-19 cases spiked across the U.S., the news organizations also shared cumulative rates of infection among prison populations, to better gauge the total effects of the pandemic on prison populations. The analysis found that by mid-December, one in five state and federal prisoners in the United States had tested positive for the coronavirus -- a rate more than four times higher than the general population.

This data, which is updated weekly, is an effort to track how those people have been affected and where the crisis has hit the hardest.

Methodology and Caveats

The data tracks the number of COVID-19 tests administered to people incarcerated in all state and federal prisons, as well as the staff in those facilities. It is collected on a weekly basis by Marshall Project and AP reporters who contact each prison agency directly and verify published figures with officials.

Each week, the reporters ask every prison agency for the total number of coronavirus tests administered to its staff members and prisoners, the cumulative number who tested positive among staff and prisoners, and the numbers of deaths for each group.

The time series data is aggregated to the system level; there is one record for each prison agency on each date of collection. Not all departments could provide data for the exact date requested, and the data indicates the date for the figures.

To estimate the rate of infection among prisoners, we collected population data for each prison system before the pandemic, roughly in mid-March, in April, June, July, August, September and October. Beginning the week of July 28, we updated all prisoner population numbers, reflecting the number of incarcerated adults in state or federal prisons. Prior to that, population figures may have included additional populations, such as prisoners housed in other facilities, which were not captured in our COVID-19 data. In states with unified prison and jail systems, we include both detainees awaiting trial and sentenced prisoners.

To estimate the rate of infection among prison employees, we collected staffing numbers for each system. Where current data was not publicly available, we acquired other numbers through our reporting, including calling agencies or from state budget documents. In six states, we were unable to find recent staffing figures: Alaska, Hawaii, Kentucky, Maryland, Montana, Utah.

To calculate the cumulative COVID-19 impact on prisoner and prison worker populations, we aggregated prisoner and staff COVID case and death data up through Dec. 15. Because population snapshots do not account for movement in and out of prisons since March, and because many systems have significantly slowed the number of new people being sent to prison, it’s difficult to estimate the total number of people who have been held in a state system since March. To be conservative, we calculated our rates of infection using the largest prisoner population snapshots we had during this time period.

As with all COVID-19 data, our understanding of the spread and impact of the virus is limited by the availability of testing. Epidemiology and public health experts say that aside from a few states that have recently begun aggressively testing in prisons, it is likely that there are more cases of COVID-19 circulating undetected in facilities. Sixteen prison systems, including the Federal Bureau of Prisons, would not release information about how many prisoners they are testing.

Corrections departments in Indiana, Kansas, Montana, North Dakota and Wisconsin report coronavirus testing and case data for juvenile facilities; West Virginia reports figures for juvenile facilities and jails. For consistency of comparison with other state prison systems, we removed those facilities from our data that had been included prior to July 28. For these states we have also removed staff data. Similarly, Pennsylvania’s coronavirus data includes testing and cases for those who have been released on parole. We removed these tests and cases for prisoners from the data prior to July 28. The staff cases remain.

About the Data

There are four tables in this data:

• covid_prison_cases.csv contains weekly time series data on tests, infections and deaths in prisons. The first dates in the table are on March 26. Any questions that a prison agency could not or would not answer are left blank.

• prison_populations.csv contains snapshots of the population of people incarcerated in each of these prison systems for whom data on COVID testing and cases are available. This varies by state and may not always be the entire number of people incarcerated in each system. In some states, it may include other populations, such as those on parole or held in state-run jails. This data is primarily for use in calculating rates of testing and infection, and we would not recommend using these numbers to compare the change in how many people are being held in each prison system.

• staff_populations.csv contains a one-time, recent snapshot of the headcount of workers for each prison agency, collected as close to April 15 as possible.

• covid_prison_rates.csv contains the rates of cases and deaths for prisoners. There is one row for every state and federal prison system and an additional row with the National totals.

Queries

The Associated Press and The Marshall Project have created several queries to help you use this data:

Get your state's prison COVID data: Provides each week's data from just your state and calculates a cases-per-100000-prisoners rate, a deaths-per-100000-prisoners rate, a cases-per-100000-workers rate and a deaths-per-100000-workers rate here

Rank all systems' most recent data by cases per 100,000 prisoners here

Find what percentage of your state's total cases and deaths -- as reported by Johns Hopkins University -- occurred within the prison system here

Attribution

In stories, attribute this data to: “According to an analysis of state prison cases by The Marshall Project, a nonprofit investigative newsroom dedicated to the U.S. criminal justice system, and The Associated Press.”

Contributors

Many reporters and editors at The Marshall Project and The Associated Press contributed to this data, including: Katie Park, Tom Meagher, Weihua Li, Gabe Isman, Cary Aspinwall, Keri Blakinger, Jake Bleiberg, Andrew R. Calderón, Maurice Chammah, Andrew DeMillo, Eli Hager, Jamiles Lartey, Claudia Lauer, Nicole Lewis, Humera Lodhi, Colleen Long, Joseph Neff, Michelle Pitcher, Alysia Santo, Beth Schwartzapfel, Damini Sharma, Colleen Slevin, Christie Thompson, Abbie VanSickle, Adria Watson, Andrew Welsh-Huggins.

Questions

If you have questions about the data, please email The Marshall Project at info+covidtracker@themarshallproject.org or file a Github issue.

To learn more about AP's data journalism capabilities for publishers, corporations and financial institutions, go here or email kromano@ap.org.

As of May 2025, the Republic of Congo recorded the world’s highest prison occupancy rate, operating at approximately 616.9 percent of its official capacity. Cambodia followed with an occupancy rate of 409.1 percent.

The average for 2017 based on 57 countries was 161 prisoners per 100,000 people. The highest value was in the Seychelles: 445 prisoners per 100,000 people and the lowest value was in San Marino: 9 prisoners per 100,000 people. The indicator is available from 2002 to 2017. Below is a chart for all countries where data are available.

Iceland was the most peaceful country in the world in 2024 with an index value of 1.1. Ireland, Austria, and New Zealand followed behind.What is the Global Peace Index? The Global Peace Index is an effort by the Institute for Economics and Peace to measure the degree of peacefulness in countries across the world and rank them accordingly. The first list was created in 2007 and has since then been published annually. The index includes a number of indicators relating to both domestic and international peacefulness. International indicators In regards to international affairs the majority of indicators relate to involvement in military conflict or the efforts of the state in question to resolve conflict and ensure the safety of those affected. For example those states that give more financial support to UN peacekeeping missions are considered to be more peaceful while those who have a higher military expenditure as a percentage of gross domestic product (GDP) are considered to be less peaceful. The United States never reached the top 20 of the list, in part due to it having a high level of military spending as a percentage of GDP. Domestic factors Domestic indicators focus on both the amount of violence and crime in addition to incarceration rates. Again, the United States fails to reach levels akin to other countries. The country’s incarceration rates are significantly higher than in other OEDC countries. Moreover, the number of deaths from gun violence also contributes to the relatively low peacefulness ranking of the United States.

The average for 2017 based on 14 countries was 99 prisoners per 100,000 people. The highest value was in Rwanda: 500 prisoners per 100,000 people and the lowest value was in Guinea: 25 prisoners per 100,000 people. The indicator is available from 2002 to 2017. Below is a chart for all countries where data are available.

As of May 2025, Monaco had the largest share of foreign prisoners, with almost 90 percent of its detainees being foreigners. The United Arab Emirates was ranked second, with 87.5 percent of foreign prisoners.

Correctional System Market Outlook

The global correctional system market size was valued at approximately USD 5.8 billion in 2023 and is projected to reach USD 10.6 billion by 2032, growing at a compound annual growth rate (CAGR) of 6.9% from 2024 to 2032. This growth is primarily driven by technological advancements and the increasing need for efficient prison management systems. The adoption of innovative technologies such as AI, IoT, and cloud computing within correctional facilities is expected to streamline operations, enhance security measures, and improve rehabilitation programs, thus contributing to market expansion.

One of the primary factors fueling the growth of the correctional system market is the rising emphasis on enhancing operational efficiency and security within correctional facilities. As prison populations continue to grow, there is an increased need for systems that can manage inmate information, monitor activities, and ensure compliance with regulations. Advanced software solutions that offer real-time data analytics and automation are becoming essential tools for governmental agencies and private operators alike. Furthermore, the integration of AI and machine learning technologies is aiding in predictive analytics, helping authorities to anticipate and prevent potential security breaches.

Another significant growth factor is the increasing focus on rehabilitation and community corrections programs. Modern correctional systems are gradually shifting from punitive approaches to rehabilitative and restorative justice models. This shift necessitates the implementation of comprehensive rehabilitation programs that can effectively address the psychological, educational, and vocational needs of inmates. Consequently, there is a growing demand for software and services designed to manage these programs, track progress, and measure outcomes. Additionally, community corrections, which involve supervised probation and parole, are gaining traction, requiring robust systems to manage and monitor individuals outside traditional prison environments.

The expansion of cloud-based solutions is also playing a pivotal role in driving market growth. Cloud deployment offers numerous advantages, including cost-effectiveness, scalability, and ease of access to data from multiple locations. This is particularly beneficial for large-scale correctional facilities and government agencies that manage multiple prisons. By leveraging cloud technology, these institutions can ensure seamless communication, data sharing, and real-time updates across different facilities. Moreover, the shift towards cloud-based solutions is supported by advancements in data security measures, which are crucial for handling sensitive inmate information.

Regionally, North America holds a significant share of the correctional system market, driven by substantial investments in prison infrastructure and technology adoption. The United States, in particular, is a major contributor due to its large prison population and stringent regulatory requirements. Europe follows closely, with countries like the UK, Germany, and France focusing on modernizing their correctional facilities and enhancing rehabilitation efforts. The Asia Pacific region is expected to witness the highest growth rate during the forecast period, attributed to growing government initiatives to improve prison management and the increasing adoption of advanced technologies in countries like China, India, and Japan.

Component Analysis

In the correctional system market, the component segmentation involves hardware, software, and services. Each of these components plays a critical role in enhancing the efficiency and security of correctional facilities. The hardware segment includes surveillance systems, biometric devices, and communication systems. Surveillance systems, such as CCTV cameras and motion detectors, are essential for maintaining security within prisons. Biometric devices, including fingerprint scanners and facial recognition systems, are increasingly being adopted to ensure accurate identification and reduce the risk of impersonation. Communication systems, such as inmate telephone services and video conferencing, facilitate secure communication between inmates and their families, legal representatives, and prison staff.

The software segment encompasses management software, inmate tracking systems, and rehabilitation management software. Management software is designed to streamline various administrative tasks, such as inmate record-keeping, incident reporting, and resource allocation. Inmate tracking systems utilize tec

The United Nations International Crime Prevention and Criminal Justice Branch began the Surveys of Crime Trends and Operations of Criminal Justice Systems (formerly known as the World Crime Surveys) in 1978. The goal of the data collection effort was to conduct a more focused inquiry into the incidence of crime worldwide. To date, there have been five quinquennial surveys, covering the years 1970-1975, 1975-1980, 1980-1986, 1986-1990, and 1990-1994, respectively. Starting with the 1980 data, the waves overlap by one year to allow for reliability and validity checks of the data. For this data collection, the original United Nations data were restructured into a standard contemporary file structure, with each file consisting of all data for one year. Naming conventions were standardized, and each country and each variable was given a unique identifying number. Crime variables include counts of recorded crime for homicide, assault, rape, robbery, theft, burglary, fraud, embezzlement, drug trafficking, drug possession, bribery, and corruption. There are also counts of suspects, persons prosecuted, persons convicted, and prison admissions by crime, gender, and adult or juvenile status. Other variables include the population of the country and largest city, budgets and salaries for police, courts, and prisons, and types of sanctions, including imprisonment, corporal punishment, deprivation of liberty, control of freedom, warning, fine, and community sentence. The countries participating in the survey and the variables available vary by year.

The average for 2017 based on 39 countries was 245 prisoners per 100,000 people. The highest value was in Thailand: 540 prisoners per 100,000 people and the lowest value was in Indonesia: 93 prisoners per 100,000 people. The indicator is available from 2002 to 2017. Below is a chart for all countries where data are available.

As of April 2025, San Marino had the largest share of pre-trial detainees worldwide, at 100 percent. In comparison, **** percent of inmates in the United States were pre-trial detainees.

Abstract This is a scoping review of the literature on actions taken by countries during 2020 regarding the care for people living in the prison environment during the COVID-19 pandemic. We selected 54 publications for data mining and found data from 45 countries, which were organized into categories. Most of the literature addressed strategies adopted by countries with advanced economies. All of them mentioned some strategies to reduce viral transmission - the major ones were restricted/suspended family visits and desincarceration - and interventions to improve infrastructures in prisons, the provision of a telephone or other devices for calls or video calls being the most mentioned. Policies to mitigate the effects of the epidemic and interventions were found in publications referencing 33 countries, with the main focus on keeping family contact and reviewing the public safety policy. Concerning governance policies, measures from 11 countries were reported, and the most cited was national authority reinforcement. This study highlights the need for research on the success of each strategy and the differences among those countries.

The average for 2017 based on 19 countries was 250 prisoners per 100,000 people. The highest value was in El Salvador: 601 prisoners per 100,000 people and the lowest value was in Haiti: 81 prisoners per 100,000 people. The indicator is available from 2002 to 2017. Below is a chart for all countries where data are available.