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Global Impunity Index 2015 (Índice Global de Impunidad 2015)
First Edition, April 2015
Juan Antonio Le Clercq Ortega and Gerardo Rodríguez Sánchez Lara, editors
© Fundación Universidad de las Américas Puebla
Printed by Fundación Universidad de las Américas Puebla
Ex Hacienda de Santa Catarina Mártir S/N
San Andrés Cholula, Puebla, México
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Global Impunity
Index
GII 2015
Centro de Estudios sobre Impunidad y Justicia
(Center of Studies on Impunity and Justice)
Universidad de las Américas Puebla
(Editors)
Juan Antonio Le Clercq Ortega, PhD
Gerardo Rodríguez Sánchez Lara, MPP
April 2015
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DIRECTORY
Luis Ernesto Derbez Bautista, PhD
President of Universidad de las Américas Puebla
Catalina Aguilar Oropeza
Qualitative analyst
Andrea Ambrogi Domínguez, Hon.
Hon. President of the Council of the Center for
Studies on Impunity and Justice
Eddy Angélica Encinales Duarte
Quantitative analyst
Cecilia Anaya Berríos, PhD
Academic Vice President
Universidad de las Américas Puebla
Raphael Steger Cataño, H.E. Amb.
Dean of the School of Social Sciences
Universidad de las Américas Puebla
Research Team Global Impunity Index
Juan Antonio Le Clercq Ortega, PhD
Head of the Department of International Relations
and Political Science,
Director of the Center for Studies on Impunity and
Justice, Universidad de las Américas Puebla
Gerardo Rodríguez Sánchez Lara, MPP
Academic Coordinator of the Center for Studies on
Impunity and Justice, Universidad de las Américas
Puebla
Quantitative and Qualitative Research Teams
Azucena Cháidez Montenegro, MA
Research Coordinator, Global Impunity Index
Edgar Valle Álvarez, MA
Research Coordinator, Global Impunity Index
Carlos Martínez Velázquez, Prof.
Data Lab Coordinator on Impunity and Justice of
CESIJ
Gabriela Cordourier Leal, PhD
Quantitative Consultant
Adla Patricia Karam Araujo, Adv.
Legal Researcher, Global Impunity Index
César Eduardo Montiel Olea, MPP
Quantitative analyst
Pablo Reynoso Brito
Academic assistant
Leonardo Daniel Sala Flores
Academic assistant
Quantitative Research Team
César Raúl Bogosian Gutiérrez, Brisa Ruiz Chan,
Javier Yañez Jiménez, Alejandra Barrios Rivera,
Verónica Valdez Pérez, Ariel Arnal Lorenzo,
Mariana Orozco Ramírez.
Honors Program Students and Scholars from
the Department of International Relations and
Political Science
Regina Aranda Camacho, Luis Eduardo Borges
Sánchez, Diana Carrillo Durán, Mariana Enríquez
Lizarraga, Andrea Iliana Estudillo Garnica,
Fernando Franco Castro Escobar, Rafael Galarza
Morales, Marcela Gómez Valdés, Héctor
Hernández Álvarez, Andrea Márquez Castillo,
Andrea Mercedes Varela Romero, Sergio Saul
Mirón Guevara, José Enrique Mora, Francisco
Sebastián Notabile, Manuel Ortega Bianchini,
Jaqueline Pérez Gamboa, Santiago Torres
Hernández, Amado Tress Mena, Luisa Fernanda
Valdés Morales, Valeria Fernanda Valencia Flores,
Andrea Mercedes Varela Romero y Angelina
Velasco Camacho.
Maria Guadalupe Acosta Pineda, CAO
Project Administration and Finances
Luis Salazar Gamez
Communications consultant
Antonio Sarmiento Marabotto, MIT
Proffesional translator
Andrea Aguilar Álvarez Altamirano
Editorial Design
Anabel I. Pérez Colín
Infographics
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INTRODUCTION
Luis Ernesto Derbez Bautista, PhD
PRESIDENT OF THE UNIVERSIDAD DE LAS AMÉRICAS PUEBLA
Impunity is one the most serious problems in the country and a matter of concern in the
international community. It is a multidimensional phenomenon that involves several factors
and causes. Even when it happens on a daily basis, it has not been sufficiently studied from
a quantitative point of view.
Impunity is a complex subject involving two fundamental areas of accountability of
States: security and justice institutions. Structural and functional problems in these two
areas are the precursors of insecurity, violence, corruption and grave human rights
violations.
From an etymological perspective impunity has a simple meaningμ “crime without
punishment”. However, impunity is closely linked with unequal access to justice,
inadequate institutional design, lack of structural capacities and disregard of citizen’s
rights. Countries that do not commit to improve their institutions and public policies,
allowing deep inequality in the economy, security and justice sectors, face the risk of a
public security crisis, high rates of violence and human rights violations.
By identifying impunity as a threat to democracy and public life in Mexico and
elsewhere in the world, the Universidad de las Américas Puebla (University of the
Americas Puebla - UDLAP) has developed the first worldwide quantitative and qualitative
study on this phenomenon, the Global Impunity Index (GII). In February 2014, a group of
in-house researchers, analysts of the Consejo Ciudadano de Seguridad y Justicia del Estado
de Puebla (Citizen Council of Security and Justice of the State of Puebla) and students of
the Programa de Honores of the UDLAP (Excellence Program of the UDLAP) began to
develop a methodology to assess, on an international scale, the installed capacities and
public policies of the States to punish crimes against their population.
The design, implementation and assessment of public policies demand a scientific
and evidence-based approach. The United Nations has acknowledged the importance of
improving domestic statistics on justice and security to ensure better policies on public
security and to promote the respect of human rights. The rule of law, governance, fight
against corruption, reduction of violence and access to information have also been
recognized as key elements for sustainable human development.
Thus, the Universidad de las Américas Puebla (University of the Americas Puebla)
launches the first Global Impunity Index through the its new Centro de Estudios sobre
Impunidad y Justicia (International Center of Studies on Impunity and Justice), which aims
to develop specialized studies, as well as critical and strategic thinking on institutional
design models and public policies to reduce impunity levels worldwide. We invite the
reader to go through this document and analyze the statistical results of the Index (which
are also available in the website of the CESIJ) and to engage in a discussion on the ways in
which our communities and institutions can fight impunity, a worldwide problem.
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Prologue
Mr. Andrea Ambrogi Domínguez
PRESIDENT OF THE CITIZEN COUNCIL OF SECURITY AND JUSTICE OF THE
STATE OF PUEBLA
PRESIDENT OF CESIJ´S HONORARY COUNCIL
A society cannot rely on the fact that the values and principles of its members are sufficient
to guarantee a harmonious and respectful coexistence. It is necessary to ensure that the
antisocial behavior of every individual is punished and that all community members are
aware of this.
Therefore, creating laws that seek to regulate human behavior is not enough—it is
also important to be certain of the enforcement of such laws and that those who break them
will be punished. Otherwise, antisocial behavior is multiplied and generalized.
This is how impunity occurs, being one of the most significant issues that the world
is facing, since it is considered as the main factor fueling and promoting crime and
corruption.
Thus, it is important to study it thoroughly; understanding the factors that triggers it
and knowing its scope. This is why, over a year ago, Mr. Derbez and myself decided to
outline the first ideas that today make up this Index.
Our initial interest was contributing and generating — from the academic and civic
field — better conditions of security and justice. However, we understood that, before
attaining these conditions, we had to identify the situation of the lack of punishment of
criminals in our society.
The first major finding was the lack of a comprehensive and specialized research on
the subject. In such a context we decided to create a working group, which I am proud to be
part of. This team gave life to a one-of-a-kind and pioneering study worldwide, being a
scientific measurement that is neither based on perceptions nor on opinions, but on
consolidated data from reliable statistical bases.
I would like to thank the UDLAP and the whole research team for their valuable
work, and especially to Mr. Derbez, because without his support, vision and experience this
effort would not have been possible.
I am sure that the Global Impunity Index will encourage new research that in turn
will contribute to a deeper understanding of this problem and to a subsequent design of
solutions in the global fight against impunity. Especially, I wish that this could be a tool
that puts the fight against impunity in the focus of public policies dedicated to abate
insecurity and corruption in Mexico.
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EXECUTIVE SUMMARY
The Global Impunity Index is the first major international academic effort to measure
impunity per country, an exercise that involves the measurement of an extremely
complex and multidimensional phenomenon.
CESIJ has found that impunity is a multidimensional phenomenon that exceeds the
analysis of punishable crimes like homicide (murder) and that impunity has three main
dimensions: security, justice and human rights.
The measurement of impunity is based on two main standards: first, the functionality
of the security, justice and human rights systems of countries and second, the structural
capacity within the institutional designs.
Statistics show that impunity is closely linked with relevant situations that are of
primary importance for Mexicans, such as human development, inequality and
corruption.
The wealth of countries, namely, their economic capacity of production, is not a
determinant factor of impunity.
While assigning appropriate resources for justice and security systems is necessary, it
is of greater importance that such institutions function properly and respect human
rights.
There is a link between inequality and impunity. Countries that do not provide
economic development opportunities are failing in taking the necessary steps to reduce
unequal access to security and justice for their population.
Countries with intermediate and high levels of human development have low impunity
rates.
Worldwide Results
This document is based on the analysis of information from the 193 Member States of
the United Nations and other 14 territories that produce commensurable statistical
information. However, the Global Impunity Index only includes information of 59 out
of the 193 Member States of the UN, as those are the only ones with sufficient and
updated statistical information on security, justice and human rights.
As many as 134 Member States of the United Nations do not have statistics on security
and justice allowing a comparative assessment on security and justice. Those States are
included in a subgroup titled “statistical impunity and structural problems”. Some of
them can be easily incorporated into the GII should they provide statistical information
on their outstanding indicators.
Countries that adequately combine the structural capacity of their security and justice
institutions with the respect for human rights have low levels of impunity. Amongst
these countries are Croatia, Slovenia, Czech Republic, Montenegro, Bulgaria, Malta,
Poland, Lithuania, Serbia, Norway, Denmark, Slovakia, Finland, the Netherlands,
Austria, Andorra, Germany, Bosnia and Herzegovina, Estonia and Portugal.
The GII revealed that the five countries with the highest impunity levels are
Philippines, Mexico, Turkey, Colombia and the Russian Federation.
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Mexico and other 11 countries (Austria, Barbados, Bulgaria, Chile, Finland, Japan, the
Netherlands, Poland, Portugal and the Czech Republic) are at the forefront on
statistical information on security and justice.
Unfortunately, emerging countries like Australia, Brazil, China, Indonesia, Niger and
South Africa do not report information on security and justice to the United Nations on
a systematic basis, making very difficult to compare them with the rest of the world.
For this reason they are not included in the measurement of the Index.
Most of the countries of Africa, Central Asia and Oceania have a structural deficit to
measure impunity in statistical terms because they do not report their information to
the United Nations on these issues. The international community has a major
responsibility in the development of institutions that produce domestic statistics, in
order to ensure a professional and objective measurement of the Post-2015
Development Agenda of the United Nations.
The UNODC (United Nations Office on Drugs and Crime) and Mexico through the
INEGI (The National Institute of Statistics and Geography - Instituto Nacional de
Estadística y Geografía) must uphold the worldwide technical lead on statistics for the
measurement of the Sustainable Development Goals of the Post-2015 Development
Agenda of the United Nations.
Results on Mexico
Mexico is ranked 58th in impunity among the 193 United Nations Member States.
Nevertheless, it ranks 58th (penultimate position) among the 59 countries with
sufficient statistical information for the estimation of the Global Impunity Index.
Mexico and other eleven countries (Austria, Barbados, Bulgaria, Chile, Finland, Japan,
the Netherlands, Poland, Portugal, Czech Republic and Serbia) are at the forefront in
the development of statistical information on human rights and justice.
Mexico must prioritize two main areas: the functionality of the security system and the
structure of the justice system.
On the functionality of the security system, the Index shows the need to optimize and
carry out adequate investigations on most of the persons that have formal contact with
security forces. Mexico does not need to invest more resources on the increase of
police institutions; rather the focus needs to be on the procedures that ensure the
effectiveness of police. That would contribute to reduce the workload of the judicial
institutions.
The Index shows that Mexico needs to increase the number of judges of the justice
system. Such action would have an immediate impact on judicial procedures, as the
increase of judges could reduce the number of persons held without any type of
sentence and also reduce overcrowding in prisons.
The GII found an average rate of 17 judges per 100,000 inhabitants per country.
Mexico has 4 judges per 100,000 inhabitants, a smaller number compared with the
global average. Croatia, the country with the lowest impunity rate has 45 judges per
100,000 inhabitants.
On the functionality of the Mexican security system, the Index showed the following:
the system is deficient with almost half of persons held without any type of sentence
(46%); there is little correlation between the number of persons imprisoned for
homicide and the number of reports/complaints (denuncias) for this crime and; there is
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a small number of judges compared with the number of cases in Courts, affecting the
attention given to penitentiary procedures.
On the structure of security systems, the Index depicts the governmental efforts of
increasing law enforcement in Mexico with 355 police per 100,000 inhabitants, a
number that is very close to the average, which is of 332 police per 100,000
inhabitants.
The human rights variables amount to the 33% of the overall ranking of Mexico.
However, measuring and comparing Mexico from a human rights perspective does not
reduce the impunity rate in the country, as it remains in the last places regarding the
remaining variables.
Impunity in Mexico is functional and structural. While impunity did not emerge in the
current administration, urgent measures need to be taken to reduce the prevailing high
levels of impunity.
Results on Latin America
The GII showed that the seven Latin American and Caribbean countries with the
lowest impunity rates are Costa Rica, Barbados, Panama, Trinidad and Tobago,
Bahamas, Guyana and Chile.
Other countries from Latin America, like Venezuela, Surinam, Santa Lucia, Haiti,
Ecuador, Antigua and Barbuda, Guatemala, Granada, Belize, Uruguay and Bolivia do
not produce sufficient statistic information for their incorporation into the GII. These
countries have information with six or less indicators, and therefore are included in the
category of “statistical impunity and structural problems”. Their governments must
take all the necessary efforts to report their statistics to the United Nations.
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ACKNOWLEDGMENTS
The creation of a Global Impunity Index demanded academic and research efforts and also
administrative and technical assistance for the functioning of the Center of Strategic
Studies. We would like to thank the three academic vice-presidencies (vicerrectorías) of
the University for their support in both fields.
The support of the Dean’s Office of the Department of International Affairs and
Political Science since early 2014 was essential for the project. We also express our
gratitude with Ambassador Raphael Steger Cataño for his advice and guidance.
For the first research stage we were fortunate to work with experts on security,
justice and human rights in Mexico and worldwide. We are deeply grateful with professor
Carlos Martinez Velazquez of the Centro Ciudadano y Consumidor, A.C. (Citizen and
Consumer Center, A.C.), who coordinated the qualitative research team. Amongst the
extraordinary team are professor Cesar Montiel Olea, Eddy Angelica Encinales Duarte and
Luis David Capistran, who were in charge of the first stage of the statistical database that
has over 30,000 data.
The second stage of the project, which started in 2015, benefited from the strategic
intervention of professors Azucena Cháidez Montenegro and Edgar Valle Álvarez, both
from SIMO Consulting and the Colectivo de Análisis para la Seguridad con Democracia
A.C. (Center of Analysis for Security with Democracy, A.C) for the consolidation of the
statistical model of the Global Impunity Index. They also coordinated the team of analysts
in charge of the qualitative model of the GII.
Mr. Pablo Reynoso, internationalist from the UDLAP coordinated the third
specialized team in charge of the qualitative analysis for the GII. Students from the
excellence and scholarship program of the International Affairs, Political Science and Law
careers conformed this team, and made major contributions in the elaboration of
emblematic domestic cases to study impunity in depth.
The Law School of the University and renowned national human rights and
victimization specialists, including attorney Adla P. Karam Araujo and Ulises Sandal,
Ph.D., advised on how to approach comprehensively the legal processes leading to
impunity.
We sincerely thank the strategic planning and communication teams of the UDLAP,
including professors Deyra Ibarretche del Toro and Lorena Martínez Gómez, and Mr. Luis
Salazar Gámez from the University’s Council. In the Center we believe, adequate outreach
of public policy and academic research enables correct implementation and evaluation. We
thank you for ensuring the outreach and analysis of our research products.
Any research project of international scope demands the support of administration
and finance teams. In such topics, we thank professors Mónica Núñez Huerta from UDLAP
and María Guadalupe Acosta Pineda of the Citizen Council.
We deeply appreciate the collaboration of Alicia Tlalolini Cervantes, assistant of the
Department, who acted as focal point with all the other areas.
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Since 2014, we have had the support of the Mexico Liaison and Partnership Office
of the United Nations Office on Drug and Crime, headed by Antonio Mazzitellu, as well as
of the Center of Excellence in Statistical Information on Government, Crime, Victimization
and Justice, a joint project from the UNODC and INEGI, headed by professor Salomé
Flores Sierra Franzoni. We would also like to acknowledge the leadership of INEGI and
UNODC in the United Nations Statistical Commission to improve the quality and
availability of statistics on crimes and criminal justice worldwide.
Finally, this publication and the creation of the Specialized Center on Impunity and
Justice (CESIJ) would not have been possible without the resolved support of Mr. Luis
Ernesto Derbez Bautista, Ph.D., dean of the UDLAP, of Mr. Andrea Ambrogi Domínguez,
president of the Consejo Ciudadano de Seguridad y Justicia de Puebla (Citizen Council of
Security and Justice of the State of Puebla) and permanent guest to the Consejo Nacional
de Seguridad de México (National Security Council of Mexico). It was them who
spearheaded this initiative with a clear goal in mind: to measure on a systematic and
comparative basis impunity, a global and multidimensional problem, in order to contribute
to a better design of policies on public security, justice and to the respect for human rights.
JUAN ANTONIO LE CLERCQ ORTEGA, PhD
GERARDO RODRÍGUEZ SÁNCHEZ LARA, MPP
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INTRODUCTION
There have been countless reports, statements, speeches, recommendations and legislative
acts on impunity around the world over the past decade. Sadly, actions against human
rights, equality and impartial justice take place on a regular basis in Mexico.
Elements contributing to this situation are manifold. The increasing transnational
nature of organized crime, vigilante movements acting on the fringes of the law, continuous
internal demographic changes, persistent lack of capacity of the justice system, lack of an
adequate legal framework to counter organized crime from a wider perspective of citizen
security, as well as the geographic location of Mexico, are amongst the conditions that
affect this situation. However, from the standpoint of civil society, the main concern in this
complex social knot consists in understanding the capacities and specific actions that States
carry out to prevent and counter impunity. The measurement of these capacities and their
performance within the institutions in charge of providing security and justice allows the
identification of weak spots that foster impunity.
The Global Impunity Index derives from the urgent need to understand a
multidimensional phenomenon. Impunity is the source and consequence of major social
problems as insecurity, injustice, violence and corruption. Unfortunately, the international
community has not developed a universally accepted methodology to evaluate States on
this subject matter.
As of February 2014, the Universidad de las Américas Puebla (University of the
Americas Puebla) aimed to analyze the phenomenon of impunity that until then had not
been measured from a structural and functional perspective, and on a worldwide scale. For
this reason, the UDLAP gathered a group of academics and experts in public policy,
political science, international affairs, security, justice and human rights to suggest a
methodology to investigate this phenomenon on a comprehensive fashion.
The Global Impunity Index resulted from this unprecedented international academic
effort and aims to approach this phenomenon comprehensively. The construction of
indicators to compare United Nations Member States on security and justice has only
recently become a priority. But the future is promising.
Year 2015 is upon us and with it, the time to define a new development agenda for
the coming years. September 2015 is the deadline for the definition of the new United
Nations millennium development goals, during the UN Summit for the Adoption of the
Post-2015 Development Agenda that will take place in New York.
The discussions over the new United Nations millennium development goals, also
known and the Post-2015 Development Agenda, have addressed the importance of
governance, the Rule of Law and justice as fundamental components of sustainable human
development. From the seventeen goals currently under discussion, goal number 16,
referring to the promotion of peaceful and inclusive societies for sustainable development,
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provide access to justice for all and build effective, accountable and inclusive institutions at
all levels is particularly relevant.
We strongly support the efforts of Mexico and other member States for the technical
consolidation of Goal 16. We deeply appreciate the invitation that the Ministry of Foreign
Affairs extended us to contribute, from the civil society, to this major effort.
In conclusion, the objective of this project, ongoing since 2014, is to establish a
reliable and rigorous indicator for the comparative measurement of impunity rates in
different countries of the world. We are convinced that high rates of impunity are the
underlying explanation to grave problems in Mexico, like corruption, insecurity and
violence. Through the creation of the Global Impunity Index we aim to contribute to the
national debate on the need to develop better institutional frameworks and public policies to
face these threats to human development in the country and worldwide on an informed
basis. Ours is a project that stands out as the first one that approaches the multidimensional
phenomenon of impunity by gathering statistical information and analysis of cases
worldwide.
The creation of this index forms part of a wider project that includes the creation of
the Centro de Estudios sobre Impunidad y Justicia (Specialized Center on Impunity and
Justice – CESIJ), through which the UDLAP will promote the development of research
networks, specialized studies, a laboratory for statistic information on impunity and active
collaboration with civil society organizations, as well as national and international
academic institutions.
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TABLE OF CONTENTS
p. 19 What is Impunity at Global Scale?
1.1 The Definition of Impunity
1.2 Why Do We Need to Talk about Impunity?
1.3 The State of Art: How has Impunity been measured?
p. 27 Global Impunity Index (GII)
2.1 Dimensions of the Model
2.2 Data Management
2.3 Specifications of the Index: the Development of the GII
2.4 Results and Contributions of each Dimension
2.5 Relationship of the Index with other Indicators
p. 53 Index Ranking
3.1 Countries with High Impunity Levels
3.2 Countries with Intermediate Impunity Levels
3.3.Countries with Low Impunity Levels
p. 59 Regional Remarks: Africa and Oceania
p. 61 The Case Study of Mexico
p. 65 Outstanding Information for the Analysis of Impunity
p. 67 Conclusions
p. 69 Annex 1. Methodological Challenges for the Calculation of the “Dark Figure”
p. 73 Annex 2. The Selection of the 59 Countries
p. 81 Bibliography
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GLOSSARY
Corruption (Lat. corruptĭo) vice or abuse introduced in nonmaterial things. In
organizations, especially in public ones, a practice consisting in the use of functions and
means of the former for profit, economic or otherwise, of its managers.
Rule of Law The situation of the State being subjected to the Constitution and approved
regulations, in accordance to the procedures established by the latter and which guarantee
the responsible and controlled functioning of the organs of power, the exercise of authority
in agreement with known and non-retroactive regulations and the observance of individual,
collective, cultural and political rights.1
Governance Traditions and institutions through which authority is exercised in a country.
This includes the process through which governments are elected, controlled and replacedν
the capacity of the government to formulate and apply public policies efficiently, as well as
the respect of citizens and the state for the institutions that rule the economic and social
relationships among them.2
Impunity (lat. Impunĭtas) Lack of punishment. (Orentlicher Report, 2005) The
impossibility, de jure or de facto, of bringing the perpetrators of violations to account whether in criminal, civil, administrative or disciplinary proceedings - since they are not
subject to any inquiry that might lead to their being accused, arrested, tried and, if found
guilty, sentenced to appropriate penalties, and to making reparations to their victims.3
Justice (lat. iustitĭa)μ One of the four cardinal virtues, which tend to give each one
whatever, is due or belongs to him/her. It is also understood to be that which must be done
according to right or reason. Finally, it is a public condemnation or punishment.
Phenomenon (lat. phaenomĕnon, and gr. φαι ό ε ο )μ Every manifestation that becomes
present to an individual consciousness and appears as object of his/her perception.
Extraordinary and surprising thing. In Immanuel Kant’s philosophy, whatever is the object
of sensible experience.
Peace (lat. pax, pacis)μ Situation and mutual relation of those not at war. In other words,
safety and tranquility of countries, in opposition to war or turmoil.
Security (lat. securĭtas)μ the quality or state of being secure as freedom from danger
(safety) and freedom from fear or anxiety.
1 Inter-American Institute of Human Rights, Electoral Dictionary, San José de Costa Rica,
(www.iidh.ed.cr/comunidades/redelec- toral/docs/red_diccionario/estado%20de%20derecho.htm)
2 World Bank Official Definition, Worldwide Governance indicators, Washington D.C.
info.worldbank.org/governance/wgi/index. aspx#home
3 Report of the independent expert to update the set of principles to combat impunity, Diane Orentlicher, Commission on
Human Rights, February 8, 2005, e/Cn.4/2005/102/add.1
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ACRONYMS AND
ABBREVIATIONS
CCSJP
Citizen Council for Security and Justice of Puebla
ECLAC
Economic Commission for Latin America and the Caribbean
CESIJ
Center of Studies on Impunity and Justice
IACHR
Inter-American Court of Human Rights
IGI
Índice Global de Impunidad
GII
Global Impunity Index
OECD
Organization for Economic Cooperation and Development
OAS
Organization of American States
UN
United Nations
UNODC
United Nations Office on Drugs and Crime
UNDP
United Nations Development Program
UDLAP
Universidad de las Américas Puebla
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WHAT IS IMPUNITY AT
GLOBAL SCALE?
The phenomenon of impunity is a major matter of concern in the international community
due to its impact in the lives of millions of persons and importance for most of the issues of
the national and international agenda. There is consensus amongst scholars and researchers
on the multidimensional nature of impunity, and on its many causes and consequences; all
of which have an impact, directly or indirectly, in justice, corruption, security, the respect
for human rights, the rule of law and authentic democracy.4
1.1 THE DEFINITION OF IMPUNITY
A correct understanding of the notion of impunity demands an overview of its fundamental
role in the contemporary world history. Impunity became meaningful and relevant as of the
second half of 20th century, during the weakening of military dictatorships in Latin
America, authoritarian governments in Central America and the so-called “Dirty War” in
Mexico and their overthrow in an international context. In this scenario, non-governmental
organization, jurists and international organizations like the Inter American Court on
Human Rights demanded the compliance of the fundamental obligation of democratic
States, albeit emerging, to “respect human rights, prevent their violation and investigate
them, hold perpetrators accountable and provide effective remedies for victims”, as well as
the derogation of amnesty laws that foster oblivion, denial and silence of State impunity
practices.5
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Las siguientes fuentes de información identifican algún tipo de correlación entre impunidad y corrupción. Juan C.
Echeverry y Zeinab Partow, “Por qué la justicia no responde al crimen”, en Corrupción, crimen y violencia, Bogotá,
Universidad de los Andes, Transparencia Mexicana, 2005. Índice nacional de corrupción y buen gobierno. Disponible en:
http//www.tm.org.mx/ índice—nacional de corrupción—y—buen—gobierno—incbg, consultado el 2 de abril de 2015.
Nick Jorgensen, “Impunity and Oversightμ When do Governments Police Themselves?”, en Journal of Human rights.
Routledge: Taylor & Francis Group, 2009. D. A. Shirk, Drug Violence and State Responses in México. University of San
Diego Department of Political Science, 2010. pp. 1—20. The World Justice Proyect y el Failed State Index (Actualmente:
Fragile State Index) Chris, Jochnick, “Comfronting the impunity of Non—State Actors: New Fields for the Promotion of
Human Rights”, en Human Rights Quarterly, Vol. 21, No. 1. 1999.
Los siguientes documentos identifican alguna correlación entre los Derechos Humanos y la impunidad:
Michael Humpher y Estela Valverde, “Human Rights, Victimhood and Impunityμ An Anthropology of Democracy in
Argentina”, en Social Analysis, Vol. 51, 2007. Nick Jorgensen, “Impunity and Oversightμ When do Governments Police
Themselves?”, en Journal of Human rights. Routledgeμ Taylor & Francis Group, 2009. Dermot Groome, “The Right to
Truth in the Fight Against Impunity”, en Berkeley Journal of International Law. Vol. 29. 2011. Naomi Roth—Arriza,
“Combating Impunityμ Some Thoughts on the Way Forward”, en Law and Contemporary Problems, Vol. 59, No 4, 1996.
José Serralvo, “Privatized Military Firms’ Impunity in Cases of Torture: A Crime of Humanity”. International
Community Law Review, Vol. 14, 2012.
5 Convención Americana de Derechos Humanos (CADH), artículo 1.1. y 2.; y Pacto Internacional de derechos Civiles y
Políticos (PIDCP), artículo 2.
19
The current approach of the Commission of Human Rights of the United Nations to
impunity includes two dimensions: de facto impunity and de jure impunity. De facto
impunity refers to the weakness of institutions, in particular of the judiciary, fueled by
actions that block procedures or corrode the independence and impartiality of justice
institutions. In several cases impunity has amounted to the reluctance of security forces to
provide evidence for the identification of perpetrators of human rights abuses, the
reluctance of officials allegedly involved in human rights violations to appear before courts,
in the falsification of public records, or in the intimidation and threat to victims, judges,
lawyers and witnesses. De iure impunity refers to laws, regulations or legal institutions
impeding that alleged perpetrators of human rights violations appear before justice,
including in the institutions in charge of conducting investigations. Thus, rules providing a
priori immunity to security forces amount to a “blank check” for law enforcement officers
that violate human rights.6
Impunity means the impossibility, de jure or de facto, of bringing the perpetrators of
violations to account - whether in criminal, civil, administrative or disciplinary
proceedings - since they are not subject to any inquiry that might lead to their being
accused, arrested, tried and, if found guilty, sentenced to appropriate penalties, and
to making reparations to their victims. 7
There is academic consensus in the sense that impunity has rarely just legal roots; on the
contrary, impunity results from interlinked normative and structural factors. In other words,
impunity “is a phenomenon that involves several factors relating to one another on a
different fashion in each case8; it is a phenomenon with legal, social, cultural, psychological
and even economic dimensions.”9 On the issue, Wilder Tayler statesμ “in human rights
violations cases, the criminal judicial system for the prosecution and sanction of
perpetrators is absent or just is not triggered”. Namely, we are dealing with the
institutionalization of injustice by those that are in charge of serving justice. This situation
encourages the repetition of massive violations and increases the will of perpetrating
crimes, affecting individuals and societies.10
Concerned with this situation, the international community has made major efforts
to prevent, investigate and sanction human rights violations by ensuring the observance of
the right to know and, by implication, the right to the truth, the right to justice and the right
to reparation.11 Despite these efforts, persistence of impunity is undisputable.
Wilder Tayler, “La Problemática de la Impunidad y su tratamiento en las Naciones Unidas —Notas para la Reflexión—
”. Revista IIDH. 1996, Vol. 24. San José, Costa Rica. Página. 188.
7 Comisión de Derechos Humanos de la ONU, 2005.
8 Rodrigo Uprimny y Diana Esther Guzmán. Experiencias exitosas de lucha contra la impunidad, Centro de Estudios de
Derecho, Justicia y Sociedad, 2007.
9 Kai Amos, Impunidad y Derecho Penal Internacional. Buenos Aires. Editorial, Ad Hoc. Segunda Edición Actualizada y
revisada. 1999 p. 35
10 Seminario impunidad y sus efectos en los procesos democráticos. Declaración de Santiago. Santiago de Chile,
diciembre 1996.
11 Comisión de Derechos Humanos de la ONU, 2005.
6
20
1.2 WHY DO WE NEED TO TALK ABOUT IMPUNITY?
The understanding and detailed measurement of factors fostering impunity within the
institutional performance is fundamental because impunity leads to lack of trust in public
institutions. In the words of Herta Däubler-Gmelinμ “impunity is simply the antagonist of
the rule of law”, namely, lack of punishment is one of the main obstacles for the
consolidation and enjoyment of human rights, security, liberty and justice; all of them
fundamental for ensuring a democracy within States.12
The administration of justice is a particularly important foundation of democracy,
although a completely democratic country does not guarantee efficient justice, and vice
versa. The coexistence of a democratic country and detrimental justice, as well as the
coexistence of corrupted justice in an antidemocratic country are unthinkable. A democratic
environment based on the enjoyment of human rights includes the active participation of
society in the political construction of its community, at the time that they are held
accountable in the justice system. However, in many countries the concept of democracy
has been narrowed to a merely formal concept to choose public representatives, setting
aside a system of checks and balances and State accountability. These situations often lead
to a sort of totalitarian system that avoids the enforcement of democratic instruments and
the administration of justice.13 In words of Mariclaire Acosta “we cannot create substantive
democracy without ensuring access to justice, the kind of democracy that allows and
encourages the exercise of rights and, thus, citizenship”.14
Despite efforts to reduce corruption and impunity in democratic States, problems
and patterns dating back to the origins of private property and the firsts government
systems remain.15 Thus, when we discuss about impunity we discuss about social and
political failures, and also of fundamental problems for the sound development of a society.
Corruption is at the core of impunity. For instance, in Mexico, neither passing of
laws on the issue and anticorruption obligations nor the development of institutional control
mechanisms in the political agenda have eradicated impunity. Thus, impunity results from
technical implementation problems, along with the absence of State control and civil
society.
A democratic system that puts in first place the supreme power of the people,
transparency and accountability can deter impunity in different government offices and set
forth trust standards amongst the population, at the time that improves governability and
increases social stability.
J. Álvarez Chinchón, “Impunidad, sistema de Justicia, estado de Derecho y democracia. ¿Es peor la impunidad que
elcrimen en sí mismo?”, en Espacio Abierto—Revista del Centro de Investigación y Estudios Judiciales, número
20/2014, pp. 18—22.
13 Índice de Desarrollo Democrático de América Latina.
14 http://superandolaimpunidad.cide.edu/
15 Claudia Cruz Santiago, Mejores prácticas internacionales en materia de combate a la impunidad y la corrupción,
México, Grupo parlamentario del PRD en la LX Legislatura de la Cámara de Diputados del Congreso de la Unión,
2008, p. 15.
12
21
1.3 THE STATE OF ART: HOW HAS IMPUNITY BEEN MEASURED?
The concept of impunity allows for a wide margin of interpretation and also diverse
measurement methodologies.16 In general terms, organizations around the world use the
following two methodologies: one based on a narrow interpretation of impunity that
measures unpunished crimes and a second one that has an empirical basis based on the
concept and its current meaning in several countries.17 Understandably, the measurement of
impunity is not a common or systematic practice despite several attempts to do so. Further,
such attempts have not been standardized and results still depend in an important extent on
governments will to provide updated and complete information. Now we will refer to the
difficulties of impunity calculations.
The United Nations is amongst the lead institutions collecting information in crimes
and functioning of criminal justice systems; information aimed to improve transnational
measurements through the creation of indicators. The database of the United Nations Office
on Drugs and Crime does not allow obtaining information on unpunished crimes.
Underreporting of crimes (the dark figure) and crime denounces not processed or recorded
due to administrative issues make of the overall measurement of violations a complex
task.18 A basic measurement of impunity consists on the number of reported homicides
versus the convictions for homicide over the same year. Timing and validity of data are the
fundamental shortcomings of this methodology, but also the gap between the legal and real
timing of judicial procedures; this is, reported homicides in a year can lead to judicial
procedures ending in a different year from the one of the actual perpetration of the crime.
Further, there is lack of correspondence between the legal and real timing of proceedings:
cases can take more than that the deadlines set forth in law, making difficult the
standardization of data and accurate calculation of the number of unpunished cases.
At the same time, these databases are not diverse enough to create new indicators
that in theory are related with impunity. Moreover, the United Nations receives information
directly from governments, making difficult to corroborate the accuracy of numbers: it all
depends on the level of transparency. Finally, the same variable can measure different
things depending on the country, making them incommensurable.
The Committee to Protect Journalists (CPJ), an independent organization that
fosters press freedom worldwide, offers another approach to impunity and calculates an
impunity index based on the number of unresolved killings of journalists as a percentage of
the overall population of each country.19 In its reports, the CPJ defines “killing” as a
deliberate attack against an individual in connection with his/her journalistic work; cases
are considered as unresolved when perpetrators are not found.20 The CPJ index combines
two elements in a sole indicator – this is, the unresolved cases and the population of a
country – but fails to take into consideration diverse factors and elements for a deeper
assessment of impunity at global scale.
Jorge Viñuales, “Impunityμ Elements for an Empirical Concept”, en Law and Inequality, 2007.
ONU, Amnistía Internacional (AI), el Comité para la Protección de los periodistas (CPJ, por sus siglas en inglés), las
distintas Comisiones de Derechos Humanos alrededor del mundo.
18 Oficina de las Naciones Unidas contra la Droga y el Delito, Estadísticas de delincuencia y justicia penal. Recurso
disponible en línea. Última revisión el 22 de marzo de 2015: http://www.unodc.org/unodc/en/data—and—
analysis/statistics/crime.html.
19 Comité para la Protección de Periodistas. http://www.cpj.org/killed/, consultado el 22 de marzo de 2015.
20 Comité para la Protección de Periodistas. http://www.cpj.org/killed/, consultado el 22 de marzo de 2015.
16
17
22
The assessment of Amnesty International (AI) is relevant to address this
methodology and conceptual gap. In its report Mexico under the shadow of impunity, AI
makes reference to an array of elements that could be included in a more comprehensive
concept of impunity, like torture, extrajudicial killings, disappearances, arbitrary detentions,
assessment of the justice system, transparency or opacity of government institutions and the
existence or lack of legal mechanisms for the protection of victims.21 In some countries
defense lawyers commonly do not attend to cross-examinations or fail to act when their
clients are torture or ill-treated. All this evidences the limitations of the CPJ index for
approaching a wider notion of impunity.
Simultaneously, the World Justice Project (WJP) developed an index on the
perception of the Rule of Law in 99 countries through the creation of indicators that
measure the level of corruption amongst public officers across the three branches of
government: the executive, congress and the judiciary.22 This project also addresses the
perception of order and security (reflected in efficient crime control) as well as the
perception of criminal justice. That is, whether it is effective, impartial, free from
corruption and governmental influence and respectful of defense rights, amongst others.
While these indicators do not measure impunity as such, they have contributed to foster a
broader concept of impunity in the society. These indicators are useful to measure possible
sources of impunity in cases of opacity or negligence of state and government actors.
Unlike the UN and the CPJ, measuring impunity stricto sensu the approach of WJP has
empirical grounds and follows a systematic process, which is an advantage. Moreover, in
order to report the Rule of Law from the point of view of citizens, the questions for the
calculation of the index were based on two original databases that the WJP put together in
each country: the General Population Survey and the Questionnaires of Qualified
Respondents. The data collected, that is not publicly available, gathers experiences and the
citizen perception on the performance of States and State agents, and also on the
functioning of the legal framework in each country. Results were drawn from
approximately 500 assessment variables collected from over 100,000 citizens and legal
experts in 99 countries.
A fundamental issue when discussing impunity is the respect for human rights.
Generally, the State violations are the ones that go unpunished. Nevertheless, there is lack
of consensus on the best way of measuring human rights violations. Below we elaborate on
the approach of this study, drawing from the indicators developed by Cingranelli-Richards
(CIRI). These indicators reflect the level of impunity in each country. However, their
methodology has accuracy limitations, shown in the vast array of each of its responses.
Finally, Amnesty International (AI) considers useful an empiric approach to
impunity that serves as a bridge between the concept and its actual meaning in several parts
of the world. AI took a sample of 98 cases classified as completely or partially unpunished
from a total of 3,000 reports of its online library. Cases were analyzed on a regional basis to
determine if the concept of impunity led to geographical differences coming from the
cultural, social and political conditions of each country. The final product was a definition
of impunity based on two dimensions. The first one, divided in structural and functional
aspects, covers the causes and conditions that perpetuate a state of impunity. The second
21
México, Bajo la sombra de la impunidad,1999. https://www.amnesty.org/es/documents/AMR41/002/1999/es/,
consultado el 22 de marzo de 2015.
22 http://data.worldjusticeproject.org/, consultado el 22 de marzo de 2015.
23
one identifies the status of alleged perpetrators, this is, those that benefit from impunity.
For AI impunity is not a definitive “phrase” encompassing all the meaning of the word, but
as a group of practices that include different actors; a wide and flexible term that depicts the
problems emerging in different regions and that leaves space for the specificities of each
country.
All these suggest that the analysis of AI could be a feasible indication of what
“impunity” means in practice. However, according to Viñuales, this notion could be
preliminary and controversial because from a methodological point of view the
construction of a general empirical concept of impunity, with data from a sole organization,
is not possible, regardless of how important or influential the organization is.23 That said,
the concept of impunity is vague and not conclusive. The construction of an index and list
of impunity based on an empirical construction of indications from the UN, the CIRI, the
WJP and Global Integrity, human rights commissions and victimization surveys could lead
to a comprehensive quantitative measurement of impunity per country, region or at a global
scale. All the impunity measures mentioned previously are examples of how organizations
develop concepts that are not comprehensive when defining the extent of impunity in a
society.
Based on the above, the Global Impunity Index presents the measurement of
impunity of 59 countries and the establishment of a list of results, as objective as data
allows. The concept is measured based on indicators related with the causes of impunity.
These indicators correspond to homogeneous variables gathered from several wellrecognized sources and from databases from different countries. Methodology of the GII is
available in chapter 2.
23
Op. cit. p. 23.
24
How has Impunity been Measured?
2 Methodologies
In strict sense
Measures perpetrated crimes that go
unpunished
In broad sense
Has an empirical foundation based on the
concept and its current use
How is it measured?
Crimes perpetrated/crimes prosecuted
How is it measured?
May take into consideration causes and
conditions that perpetuate a state of impunity,
perpetrators and citizen perception
Results
Isolated numbers on:
Results
Citizen perception on the extent of corruption
and criminal justice
Indexes reflect the current use of mechanisms
linked with impunity issues
Homicides
Torture
Sexual abuse
Extrajudicial
killings
Disappearances
Others
Shortcomings
Data comes from governments, so is
difficult to confirm the accuracy of
numbers
It is not a comprehensive index
Timing and validity of data
Not all have been standardized at a
global scale to be considered
commensurable
Shortcomings
It is not a comprehensive index
From a methodological point of view the
construction of a general empirical concept of
impunity, with data from a sole organization,
is not possible, regardless of how important or
influential the organization is
25
26
Global Impunity Index
2.1 DIMENSIONS OF THE MODEL
Structural
The structural dimension reports the official capacities of States to
punish, though procedures respectful of due process, to those
contravening the Rule of Law
Functional
The functional dimension measures the performance of government
areas in charge of punishing those that infringe the Rule of Law,
regardless of their legal framework, capacities and institutional
infrastructure or capacities
Human
Rights
Dimensions of the model
Impunity is a multidimensional phenomenon involving several factors and causes that
demand the construction of an index that takes into consideration its nature and the factors
that shape it. The underlying goal of the Global Impunity Index is to create a model capable
of measuring at least three dimensions of at least two fundamental governance areas for the
prevention of impunity: security and the administration of justice. These dimensions,
categorized in structural, functional and human rights, consider a subset of variables that
measure the response of the State to impunity in these two fields. The first edition of the
Global Impunity Index is based on variables that specialized literature considers
fundamental for the characterization of impunity and that are available for all the 59
countries under study.24 If countries increase their transparency levels when reporting their
domestic numbers to United Nations Office on Drugs and Crime (UNODC) is possible to
increase the number of variables for the dimensions of the model. Unlike other models, the
Global Impunity Index has as main interest and is designed to process exclusively factual
data and not data coming from perceptions that can be biased when compared between the
different countries included in the Index.25
By the incorporation of a human rights variable nationwide, the Global
Impunity Index proposes a comprehensive approach to the subject, by
referring also to the crimes perpetrated by the State that go unpunished
24
Más adelante se explica la forma en que se ha desarrollado la imputación de valores y en qué casos se aceptó.
La correlación del IGI con el Índice de Corrupción del Banco Mundial alcanza una R2 de 0.18, mientras que la
correlación del IGI con el índice de Rule of Law alcanza una R2 de 0.27.
25
27
1. STRUCTURAL DIMENSION
The structural dimension reports the official capacities of States to punish, though
procedures respectful of due process, to those contravening the Rule of Law. These
capacities include variables on human capital of states to counter impunity (police and
judges), the infrastructure of the penitentiary system, and ideally should incorporate
additional variables like government expenditures and itemization in each of these areas.
However, this remains a pending issue. Few countries provide budgetary information on a
systematic basis, mostly members of the OECD informing on the official capacity of
judicial systems and police, particularly, of crime investigation police.
Structural
Variables included in the 2015 version of this dimension:
Governance Areas
Security System
Police personnel or law enforcement
personnel per 100,000 inhabitants
Prison staff divided by the penitentiary
capacity
Prisons, penal institutions or correctional
institutions divided by the penitentiary
capacity
Prisons staff divided by prisoners in
prisons, penal institutions or correctional
institutions
Justice System
Number of professional judges and
magistrates per 100,000 inhabitants
Security System
1. Police personnel or law enforcement personnel per 100,000 inhabitants.
2. Prison staff divided the penitentiary capacity.
3. Prisons, penal institutions or correctional institutions divided by the penitentiary
capacity.
4. Prisons staff divided by prisoners in prisons, penal institutions or correctional
institutions.
Justice System
1. Number of professional judges and magistrates per 100,000 inhabitants
United Nations Office on Drugs and Crime Definitions:
1. Police personnel or law enforcement personnel means, personnel in public agencies
as of December 31 of the year under study, whose principal functions are the
prevention, detection and investigation of crime and the apprehension of alleged
offenders. Data concerning support staff (secretaries, clerks etc.) is excluded.
2. Professional judges or magistrates means both full-time and part-time officials
authorized to hear civil, criminal and other cases, including in appeal courts, and
make dispositions in a court of law. Associate judges and magistrates authorized as
above are also included.
28
3. Prison staff means all individuals employed in penal or correctional institutions,
including management, treatment, custodial and other personnel (maintenance, food
service etc.).
4. Penitentiary capacity means the number available spaces for the accommodation of
prisoners without overcrowding, excluding accommodation or operational capacity
for the detention of persons due to their immigration status.
5. Prisons, penal institutions or correctional institutions mean all public and privately
financed institutions where persons are deprived of their liberty. The institutions
may include, but are not limited to, penal, correctional, or psychiatric facilities
under prison administration.
6. The term prisoners in prisons, penal institutions or correctional institutions
excludes people detained for administrative reasons, including people detained
while their migration status is under investigation.
2. FUNCTIONAL DIMENSION
The functional dimension measures the performance of government areas in charge of
punishing those that infringe the Rule of Law, regardless of their legal framework,
capacities and institutional infrastructure or capacities. If the structural dimension refers to
official capacities and therefore of the States commitment to counter impunity, the
functional dimension refers to the social results in practice of the performance and
institutional arrangements of each country. Each one of the variables of this dimension aims
to summarize stories that altogether allow and understanding of the specific challenges that
each country faces to counter impunity.
Variables included in the 2015 version of this dimension:
Functional
Governance Areas
Security System
Justice System
Overall number of persons brought before
the criminal courts divided by the overall
number of persons that had formal contact
with the police
Percentage of persons detained without any type
of judgment/adjudication
Overall number of prisoners in prisons, penal
institutions or correctional institutions
Persons brought before the criminal courts
divided by the professional judges or magistrates
Overall number of prisoners in prisons,
penal institutions or correctional institutions
divided by the overall number of persons
convicted
Security System
1. Overall number of persons brought before the criminal courts divided by the overall
number of persons that had formal contact with the police.
Justice System
1. Percentage of persons detained without any type of judgment/adjudication.
29
2. Overall number of prisoners in prisons, penal institutions or correctional
institutions.
3. Persons brought before the criminal courts divided by the professional judges or
magistrates.
4. Overall number of prisoners in prisons, penal institutions or correctional
institutions divided by the overall number of persons convicted.
United Nations Office on Drugs and Crime Definitions
1. Persons detained without any type of judgment/adjudication means persons
incarcerated in prisons, penal institutions or correctional institutions awaiting first
trial or adjudication by relevant/competent authorities.
2. Formal contact with the police and/or criminal justice system includes the
suspected, arrested or cautioned.
3. Persons prosecuted mean alleged offenders prosecuted by means of an official
charge, initiated by the public prosecutor or the law enforcement agency responsible
for prosecution.
4. Persons brought before the criminal courts means persons indicted before the
judicial authority authorized to issue convictions under domestic criminal law,
whether the conviction was later upheld or not.
5. Persons convicted means persons found guilty by any legal body duly authorized to
pronounce them convicted under national law, whether the conviction was later
upheld or not. The total number of persons convicted includes the number convicted
of serious special law offences but excludes the number convicted of minor road
traffic offences and other petty offences.
6. Intentional homicide may be understood to mean death deliberately inflicted on a
person by another person, including infanticide.
7. Professional judges or magistrates means both full-time and part-time officials
authorized to hear civil, criminal and other cases, including in appeal courts, and
make dispositions in a court of law. Associate judges and magistrates authorized as
above are also included.
8. The term prisoners in prisons, penal institutions or correctional institutions
excludes people detained for administrative reasons, including people detained
while their migration status is under investigation.
3. HUMAN RIGHTS
Any discussion on impunity must bear the importance of violations perpetrated by the State
against the population. Unpunished violations to human dignity contribute to an
environment of impunity. The variables of the prior dimensions do not allow the
identification of these types of problems within States; rather they focus in the procedures
to punish crimes perpetrated by individuals and not by the State. By the incorporation of a
human rights variable nationwide, the Global Impunity Index proposes a comprehensive
approach to the subject, by referring also to the crimes perpetrated by the State that go
unpunished.
This dimension incorporates variables that measure the status of human rights
worldwide as objectively as possible. According to scholar Todd Landman, there are three
30
means to measure human rights: normative, practical and government results.26 This
document disregards a purely normative measurement because the signature, ratification
and even the incorporation of the highest international human rights standards does not
guarantee their compliance. The measurement of government results can be vague and
lacks of minimum commensurable standards, given the nature of human rights standards
and the diversity of actions that each country carries out to incorporate and respect the legal
framework on the matter.
We addressed these limitations by taking into consideration existent oversight
mechanisms. The main procedure has been based on the universal human rights system,
composed by a relevant number of experts that yet has proven to be insufficient due to
difficulties to access and trigger its procedures, and the amount of cases that reach
specialized committees of the United Nations system or regional systems. The United
Nations Human Rights Council is another mechanism. Unlike other procedures (including
special rapporteurs, treaty bodies), the Council work on the basis of reports that States are
obliged to file before it on a regular basis. This mechanism receives reports from all States
regularly; however, this report called Universal Periodic Review is filed before a political
body not to a body of experts and therefore the final conclusions/recommendations are not
necessarily consistent as they come from member States of the Council and not by experts
on the field.27
Further, the United Nations has also developed a methodology to produce human
rights indicators under the following categories: structural indicators, process indicators and
results indicators. Thus far, this methodology only permits standardized measurements, and
does not attempt to inquire or produce unified, systematic and commensurable statistics or
standards that allow a general measurement of the state of human rights worldwide.28 The
recommendation to create indicators on the matter, while relevant for countries interested in
producing reliable information is of little use for our study because currently there is not
systematized information under this methodology in most of the countries.
Another set of indicators come from education or non-governmental organizations
that analyze the status of human rights per country. Whereas these organization analyze the
status of human rights per country, the systematization of information under vague criteria
such as “it rarely happens” or “it happens frequently” that may be put into question for their
relativity. This is the case of Freedom House or the Political Terror Scale, developed by
experts from the University of North Carolina and the State University of Arizona, in the
United States of America.29
Bearing in mind the limitations of standardized measurements on the situation of
human rights worldwide, we decided to use for this project the Cingranelli and Richards
(CIRI) Human Rights Data Project.30 The methodology of this project consists on the
gathering of information on 15 human rights recognized across the international
community. The information, collected on a yearly basis between 1981 and 2011 identifies
Todd Landman, “Measuring Human Rightsμ Principles, Practice, and Policy”, en Human Rights Quarterly, Vol. 26, No.
4,
noviembre 2004, pp. 906-931.
27 Universal Periodic Review (Examen Periódico Universal) de Naciones Unidas http://www.upr-info.org/es, consultado 1
de abril de 2015.
28 Human Rights Indicators. A guide to Measurement and Implementation http://www.ohchr.org/Documents/Publications/
Human_rights_indicators_en.pdf, consultado el 1 de abril de 2015.
29 Political Terror Scale http://www.politicalterrorscale.org/, consultado el 1 de abril de 2015.
30 CIRI Human Rights Project http://www.humanrightsdata.com/, consutado el 1 de abril de 2015.
26
31
facts classified as human rights violations, using as source reports from governmental
institutions and non-governmental organizations. While there is not an assessment on the
gravity of the violations perpetrated, values are assigned pursuant the number of available
reports on specific human rights violations in 126 over 20 years. This is valuable
information inasmuch it allows the identification of reports on the human rights violations
under study and the number of reports per year, standardizing the measurements without
entering into the details of each case. 31 This information has been already used in several
academic projects, such as the Human Rights Atlas, as its nature only allows knowing the
existence or lack of reports.32
This first version of the Global Impunity Index includes four fundamental variables
for the assessment of human rights, which are directly related with the areas covered by the
Index: security; torture and extrajudicial killings as often – although not exclusively –
security forces are the main perpetrators of these human rights violations; justice, that
includes political imprisonment and disappearances. According to the CIRI Human Rights
Project, such variables are defined as follows.
Security System
1. Torture
Torture refers to the purposeful inflicting of extreme pain, whether mental or physical, by
government officials. This includes the use of physical and other force by police and prison
guards due to tangible negligence by government officials. The coding scheme of this
variable, based on reports filed before international bodies, is the following:
0 = Frequent reports/Practiced frequently (50 or more instances)
1 = Occasional reports/ Practiced occasionally (from 1 to 49 instances)
2 = Not practiced / Unreported (zero instances)
* The death penalty does not qualify as torture. This variable, does not include general
prison conditions.
2. Extrajudicial Killings
This variable refers to killings by government officials without due process of law. It
includes murders by private groups if instigated by the government. These killings may
result from the deliberate, illegal, and excessive use of lethal force by the police, security
forces, or other agents of the state and includes deaths resulting from torture. The coding
scheme of this variable is the following:
0 = Frequent reports/Practiced frequently (50 or more killings)
1 = Occasional reports/ Practiced occasionally (from 1 to 49 killings)
2 = Not practiced / Unreported (zero killings)
31
Esta metodología permite únicamente identificar tres rangos de posibilidades 0= violación practicada con frecuencia
(50 o más reportes); 1= violación practicada ocasionalmente (1 a 49 reportes); o bien 2= no ha ocurrido o no ha sido
reportada (no existen reportes).
32 Human Rights Atlas, http://www.humanrightsatlas.org, consultado el 1 de abril de 2015.
32
Justice System
1. Political Imprisonment
Political imprisonment refers to the incarceration of people by government officials
because of: their speech; their non-violent opposition to government policies or leaders;
their religious beliefs; their non-violent religious practices including proselytizing; or their
membership in a group, including an ethnic or racial group. This variable responds to the
question: are there any people imprisoned because of their political, religious, or other
beliefs or belonging to a group?
0 = Yes, and many (50 or more political prisoners held)
1 = Yes, but few (from 1 to 49 political prisoners held)
2 = None / None Reported (zero political prisoners held)
* Individuals who are imprisoned because they themselves have committed crimes whose
punishment is not limited by international law (e.g. murder, theft, etc.), regardless of the
reasons why they committed those acts, are not considered political prisoners.
2. Disappearances
The disappearances variable refers to cases in which people have disappeared, agents of the
state are likely responsible, and political motivation may be likely. In most instances,
disappearances occur because of a victim's political involvement or knowledge of
information sensitive to authorities. Often, victims are referred to by governments as
"terrorists," and labeled a threat to national security. The coding scheme of this variable is
the following:
0 = Have occurred frequently (50 or more disappearances)
1 = Have occurred occasionally (from 1 to 49 disappearances)
2 = Have not occurred / Unreported (zero disappearances)
* This variable does not consider reported kidnapping as disappearances, even if they
remain unsolved.
The database specifies which countries do not have any report or those where materials
were not available.
2.2 DATA MANAGEMENT
WORLDWIDE GOVERNANCE INDICATORS
Situations occurring in breach of the legal framework, like corruption, are difficult to
measure and track, making difficult the development of studies and indicators that capture
and effectively reflect corruption, democracy, Rule of Law and impunity levels. The
reduction of such complex options to a sole indicator is not feasible empirically.
Methodologies developed thus far focus on a specific definition or field and therefore their
indicators explain partial realities. Results must be taken with caution and in the context of
33
their conceptual framework. Another difficulty when developing these indexes is the high
costs involved in the incorporation of several countries and conducting the required over
the course of several years. Few projects have succeeded in doing so. Yearly indicator
estimations are fundamental for approaching governance issues. Faced with the lack of
standardized and accurate data, several organizations have chosen to gather information
from experts and citizen perception surveys in each country. These indicators, available in
several countries, show and reveal weaknesses of States and, by remaining available over
long periods of time they also show backlashes or progress in governance issues. For these
reasons, they are fundamental for increasing international pressure over governments.
Examples include:
1. The Global Integrity Index, of Global Integrity.
2. The Rule of Law Index, of the he World Justice Project.
3. The Worldwide Governance Indicators Project of the World Bank
These indicators are very useful for the identification of governance levels on an
international scale, even when their methodology is narrowed to specific goals and
conceptual frameworks and none of them focuses in the measurement of impunity. Further,
countries included in these indicators are not necessarily aligned with the 31 countries
studied in the Global Impunity Index.
Aiming to fill an information gap, this document proposes a model for the
measurement of impunity that reflect the real situation, rather than presenting qualitative or
perception measurements. For that purpose, use available information on crimes and the
judicial system per country, allowing therefore a comparison between countries, as well as
the identification of obstacles and information needs for analyzing and constructing
impunity indicators on a global scale.
Data
The United Nations Office on Drugs and Crime (UNODC) has the sole compilation of hard
data on security, justice and crime, with information between 2003 and 2012 on several
countries and indicators. It should be noted that both, countries and indicators, vary each
year. UNODC Databases include information on:
Resources of the criminal justice system
Persons detained
Persons prosecuted
Persons convicted
Prisons
Indicators on persons detained per type of crime, persons convicted and the years of
conviction are only available for the period 2010 - 2012. These indicators serve as inputs
for the construction of the structural and functional dimensions that crosscut the justice and
security systems.
For the human rights dimension we used other sources of information. The CIRI
Human Rights Data Project was deemed the most adequate was, with a range that goes
from 1981 to 2011. From this source, we selected:
Reports on extrajudicial killings.
34
2.3
Reports on torture.
Reports on political imprisonment.
Reports on disappearances.
SPECIFICATIONS OF THE INDEX: THE DEVELOPMENT OF
THE GII
Our main goal was the development of an indicator that includes as many countries as
possible, that leaves an open path for updating information in the future and that allows the
formulation of specific recommendations on public policies. The indicator values of the
Global Impunity Index rank between 0 and 100, where 0 amounts to lack of impunity and
100 to the highest level of impunity, based on the countries under study.
The creation of the Global Impunity Index took place in three stages, explained as follows.
STAGE ONE: STANDARDIZATION OF POTENTIAL INDICATORS
Drawing from the information of the UNODC and the CIRI we created potential indicators
(see chart 1) and adjusted them to the dimensions and crosscutting axis of the theoretical
framework of the Global Impunity Index. The creation of variables followed the “from
crime to punishment” path. This is to say, from the record of the crime by the police, the
investigation procedure, persons prosecuted, persons convicted to the criminal system. All
this procedure is linked with the availability of financial and human resources in the justice
and security systems: the lack of such resources increases the probabilities of impunity.
Overall, we created 23 potential indicators according to chart 1 “Potential Indicators for the
Global Impunity Index”.
We applied the indicators the standardization method Min-Max to obtain
commensurable scaling values between the dimensions and the crosscutting axis that would
allow the analysis of time correlations and crosscutting issues. For that purpose, we used all
the years and countries available and we performed the standardization per year. Based on
these 23 potential indicators, we calculated a correlation matrix for all the years and
countries with information and subsequently applied the Bonferroni correction, a method
used for multiple comparisons, that allows the study of the performance of the different
ways to approach a fact, through the analysis of the variance with the aim to know if,
overall, the different performances differ significantly among one another. We also
conducted tests by region to analyze the consistency of the selected indicators. As result,
we eliminated the countries of Africa and Oceania from the calculation because the
resulting correlations diverted in direction and significance from other regions and also due
to the lack of statistical information. This exercise shed fundamental information on the
most important indicators for the construction of the Index and allowed the development of
a notion of impunity, from the available information.
STAGE TWO: SELECTION OF SUB-DIMENSIONS
The UNODC database does not allow the development of a continuous Index over years for
a specific group of countries; its data is not perfectly commensurable due to the multiplicity
35
of countries, unavailable information for several years and variations in the information
governmental agencies report to the UNODC. This situation led to the following decisions.
Unavailable Years. Taking into consideration that years do not change dramatically from
one year to the other, we used the closest information to year 2012, but not before 2010 for
the relevant potential indicators. Thus, there was only one index for one year: circa 2012.
Non-Commensurable Information. For purposes of consistency in the indicator there must
be a significant correlation between the Global Impunity Index and the governance
indicators related with impunity. The adjustment need not be perfect because they are
measuring different issues, however, there must be a significant coefficient of an R2
superior to 0.20. In this case, we used the indicators on the rule of law and corruption from
the World Bank that has a strict methodology.
Chart 1 “Potential Indicators for the Global Impunity Index”
No.
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
Description
Police personnel or law enforcement personnel per 100,000 inhabitants
Number of professional judges and magistrates per 100,000 inhabitants
Prisons staff divided by prisoners in prisons, penal institutions or correctional institutions
Prisoners in prisons, penal institutions or correctional institutions divided by the penitentiary
capacity
Prisons staff divided by prisoners in prisons, penal institutions or correctional institutions
Persons that had formal contact with the police divided by overall number of reports 1
Persons brought before the criminal courts divided by the number of Police personnel or law
enforcement personnel
Persons brought before the criminal courts divided by the number of professional judges and
magistrates
Persons brought before the criminal courts divided by the overall number of persons that had
formal contact with the police
Persons convicted divided by number of persons that had formal contact with the police
Persons convicted divided by persons brought before the criminal courts
Persons convicted divided by the number of professional judges and magistrates
Percentage of Prisoners without any type of judgment/adjudication
Prisoners for homicide divided by the overall number of homicides
Prisoners for violent crimes divided by the number of reports of violent crimes 2
Prisoners for property crimes divided by the number of reports of crimes against property3
Percentage of persons convicted to 20 or more years divided by the percentage of prisoners
for homicide
Prisoners divided by persons convicted
Prisoners divided by the overall number of reports1
Disappeared persons4
Extrajudicial killings5
Torture5
Prisoners5
1
Includes reported homicides and reports for assault, trespassing, kidnapping, robbery, sexual violence and car theft.
Assault, kidnapping, robbery and sexual violence.
3
Trespassing, non-violent robbery and car theft.
4
Categorical and ordinal variable: 50 and more equal to 0; from 1 to 49 equal 1; no disappeared equal 2.
5
Categorical and ordinal variables: 0 = Frequent reports/Practiced frequently; 1 = Occasional reports/ Practiced
occasionally; 2 = Not practiced/ Unreported (zero instances).
2
36
Unavailable Countries. We used the regional median for those countries that did have
information on some of the selected indicators, but information was unavailable for others.
After the results of the variance and covariance matrixes, and the Bonferroni correction, the
conceptual framework of the Global Impunity Index and the adjustments for lack of data,
we selected 14 indicators. Correlation matrixes provided information on the need to use
complementary indicators to get results reflecting that higher indicators worsen the
condition of each dimension. See chart 2 “Indicators per dimension and crosscutting axis”
Chart 2 “Indicators per Dimension and Crosscutting Axis]x
Dimension
Crosscutting Axis
Structural
Functional
Human Rights
Security System
Police personnel or law enforcement
personnel per 100,000 inhabitants
(complementary)
Prisoners divided by the overall
penitentiary capacity
Prisons staff divided by the overall
penitentiary capacity (complementary)
Prisons staff divided by the overall
number of prisoners
(complementary)
Overall number of persons brought
before the criminal courts divided by the
overall number of persons that had
formal contact with the police
(complementary)
Extrajudicial killings (complementary)
Torture (complementary)
Justice System
Number of professional judges
and magistrates per 100,000
inhabitants
Persons brought before the
criminal courts divided by the
number of professional judges
and magistrates
Number of prisoners divided
by persons convicted
Percentage of persons detained
without any type of
judgment/adjudication
Prisoners for homicide divided
by the overall number of
homicides (complementary)
Disappearances
(complementary)
Political imprisonment
(complementary)
THIRD STAGE: INDEX ESTIMATION
To obtain the index for each dimension and cross axis a simple mean was applied, i.e. an
equal weight is given to each sub-dimension; this is for dimensions built by more than one
indicator. Each dimension was integrated in the following way:
ESS =
polpc + reccap + percap + perrec
4
37
Where ESS sta ds for the se urit s ste ’s stru tural di e sio ; polpc is police per
100,000 inhabitants (complement); reccap is inmates per total capacity of prisons; percap
is personnel in prisons per total capacity of prisons (complement) and perrec is personnel
in prisons per total inmates (complement.)
ESJ=jpc
Where ESJ is the structural system of justice dimension; jpc is judges per 100,000
inhabitants (complement.)
FSS=atcf
Where FSS is the se urit s ste ’s fu tio al di e sio a d atcf is persons appearing in
court per persons in formal contact with the police.
FSJ =
4
atj + reccon + recssen + rechomh
Where FSJ is the justi e s ste ’s fu tio al di e sio ; atj is persons appearing in court
per number of judges; reccon is inmates per convicted persons; recssen is percentage of
inmates without sentence; and rechomh is inmates convicted of homicide per total
homicides (complement.)
DHSS=
ejec+tort
2
Where DHSS is the se urit s ste ’s hu a rights di e sio , ejec is the frequency of
extrajudicial executions and tort is the frequency of torture cases.
DHSJ =
desap + encar
2
Where DHSJ is the judi ial s ste ’s hu a rights di e sio ; desap is disappeared; and
encar is the frequency of political incarceration.
GII =
6
ESS + ESJ + FSS + FSJ + DHSS + DHSJ
Likewise, for the Global Impunity Index a simple mean of all dimensions and cross axis was
applied.
38
2.4
RESULTS AND CONTRIBUTIONS OF EACH DIMENSION TO
THE INDEX
Given the difficulties in the information availability, the GII was estimated for a total of 59
countries, with the data close to 2012, but not before 2010. It is important to remember
that the higher the index the higher the degree of impunity in the country, relative to the
other countries included in the index. The way to interpret the index is by its relative
distance and position regarding other countries and not by its absolute value, since the
latter is a function of the maximum and minimum values for the set of countries having
information in the corresponding dimension.
The positions obtained show that the Philippines occupy the first place in impunity with
80.0 GII. On the other extreme is Croatia, the last place, with a 27.5 GII. Mexico stands in
the second place regarding impunity, which is not encouraging at all, although it describes
our realit a ordi gl . See Ta le (GII’s Positio a d Value a d its Dimensions for 59
Countries.)
O e of the GII’s ad a tages is that it allo s us to a al ze di e sio the differe es
among countries, since their position changes for each dimension. The highest and lowest
scores per dimension are (see Graph 1):
39
Chart 3. Positioning and value of the Global Impunity Index and its dimensions, 59
countries
27.5
28.2
34.8
Structural
Security Justice
System
System
46.5
22
53
17.2
54.6
50.9
Functional
Security Justice
System
System
70.8
25.5
74.7
24.1
89.1
14.2
Human Rights
Security Justice
System
System
0
0
0
0
0
0
34.9
37.5
38
38.2
38.7
39.1
39.3
39.3
39.4
39.4
40.3
40.3
40.7
40.8
42.1
42.1
46.3
61.3
57.9
63.7
38.3
63.6
58.7
47.5
43.5
54.2
51.1
43.1
57.5
31.6
56
46.1
26.5
0
84.6
55.6
64
56.7
47.3
75.3
75.6
58
69.9
76.7
52.1
75.4
58.1
51.6
86
71.6
0
44.3
79.4
71.9
74.3
79.4
79.4
76.8
78.8
89.8
92.3
98.6
86.1
79.4
25.8
17
60.3
15.4
25.3
17.7
30.4
33.7
38
22.5
41.9
32.2
17.2
39.2
27.5
25.7
25
50
0
25
25
25
25
0
0
25
0
0
25
0
0
50
0
25
25
25
0
0
0
0
0
0
0
0
0
0
25
0
42.2
42.6
43
43
43.4
43.7
44.6
46.4
46.8
47.2
47.6
48.6
48.7
49.3
49.3
49.7
50
50.5
51.3
51.4
51.5
54.5
53.9
41.3
55.6
53.9
39.3
60.3
73.5
65
66.7
56.2
45.5
68.7
68.3
46.1
52.4
69.2
60.9
69.2
60.5
47
70.5
71.7
69.1
75.4
75.4
86.6
77.7
98.3
67.6
52.6
64.4
85.2
59.4
97
96.5
87
82.2
73.4
87.4
60.3
89
79.4
83.5
79.4
79.4
79.7
79.4
72.6
74.5
92.8
87.2
79.4
83.4
79.4
54.9
79.4
99
59.5
83
69.3
61.3
98.2
24
21.6
18
22.8
26.3
32.1
32.1
32.4
5.1
26.9
35.3
27.3
34.9
25.5
24
34.6
39.2
35.4
56.9
26.5
24.9
25
25
50
25
25
25
25
0
50
50
25
50
50
50
50
25
50
50
25
75
50
0
0
0
0
0
0
0
0
0
0
25
0
0
0
0
0
0
0
0
25
0
51.7
52
53.6
53
46.8
58.2
79.9
86.7
82.9
76.1
82.4
79.4
26.3
46.3
26.4
50
50
25
25
0
50
Relative
position
59
58
57
Region
Country
GII
Europe
Europe
Europe
56
55
54
53
52
51
50
49
48
47
46
45
44
43
42
41
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
40
39
38
37
36
35
34
33
32
31
30
29
28
27
26
25
24
23
22
21
20
Europe
Europe
Europe
Europe
America
Asia
Europe
Asia
Europe
Europe
Europe
Europe
America
Asia
Europe
America
America
Asia
America
Europe
America
19
18
17
Europe
America
Europe
Croatia
Slovenia
Czech
Republic
Montenegro
Bulgaria
Malta
Poland
Sweden
Lithuania
Serbia
Norway
Denmark
Slovakia
Finland
Netherlands
Austria
Andorra
Germany
Bosnia and
Herzegovina
Estonia
Portugal
Italy
Switzerland
Canada
Cyprus
France
Singapore
Romania
Hungary
Latvia
Albania
Costa Rica
Japan
Ireland
Barbados
Paraguay
Mongolia
Panama
Ukraine
Trinidad
and Tobago
Moldova
Bahamas
Spain
40
16
15
America
America
14
13
12
11
10
9
8
7
6
5
4
3
2
1
America
Asia
America
America
Asia
Asia
America
America
America
Europe
Asia
America
America
Asia
Guyana
United
States
Chile
Armenia
Jamaica
Argentina
Georgia
South Korea
El Salvador
Honduras
Nicaragua
Russia
Turkey
Colombia
Mexico
Philippines
53.9
56.4
65.5
62.1
97.6
84.5
72.3
100
37.7
42
50
50
0
0
57.4
57.7
57.8
58.8
60.3
63.3
64.1
64.1
65.9
67.3
68.7
75.6
75.7
80
67.9
57.5
52.2
53.9
75.5
663
86
77.3
75.6
49.7
67.2
71.2
65.9
90.6
83.4
88.9
98.5
94.2
93.3
92.1
82.8
83
100
67
77.9
84.1
94.5
98.9
64.8
90.7
79.4
82.4
69.4
79.4
79.4
72.9
82.4
70.5
74.5
93.2
97.8
74.5
53.3
8.8
41.6
47.4
23.9
42.2
36.2
26.4
37.5
16.5
42.5
30.1
46.2
40.8
75
75
75
75
75
50
75
75
75
100
100
75
75
100
0
25
0
0
25
50
25
50
25
100
50
100
75
75
41
42
Two countries may have a similar GII yet their position inside each dimension may be
totally different. This means that impunity spreads through different dimensions, thus the
public policy actions should be different. In some cases it will be necessary to strengthen
the security system in the structural dimension either by increasing human resources, or
by training the same ones to develop their capabilities. In other cases, the functional
dimension will have greater weight. The maximum, minimum and average GII scores and
its dimensions reflect intra-regional inequalities, but also among regions (see Graph 2.) It
is relevant to add that the regional classification was done accordingly with the one done
by the United Nations.
In America (17 countries) and Asia (9 countries), the greatest dispersion is seen in DHSJ,
followed by DHSS, while in Europe (33 countries) the dispersion among countries is very
high for the ESJ, FSS, DHSS and DHSJ dimensions. The dimensions ESJ and FSS in the group
of 59 countries cover 53% of the impunity measured by the index, while the human rights
dimension is the one with the lowest input, particularly in the cross axis of the justice
system. America (17 countries) and Asia (9 countries) have similar distributions in the
contribution of each dimension and cross axis, ESJ standing out with 25% and 27%
respectively; whereas in Europe, the biggest contribution to GII is the FSS dimension with
31% (see Graph 3.)
43
Slo e ia has di e sio s ESS a d FSS rea hi g the highest GII’s o tri uti g s ores ith
31% and 44%, respectively. Russia is the country where the human rights dimension has
the highest contribution, with 25% in each cross axis (see Graph 4.)
Finally, as a consistency exercise, the Rule of Law Index and the Corruption Index – both
from the World Bank- were used to analyze their statistical correlation with GII,
considering that both phenomena have a significant relation with impunity. Generally,
impunity tends to be higher in those countries with highest levels of corruption; similarly,
where the Rule of Law is weaker, impunity tends to be present too. It is important to note
that in both indicators the higher the i de , the etter the o ditio . Graph sho s GII’s
relation with each of these. When observing the indexes separately, as well as in the
graphs, a negative trend shows, meaning that the higher the impunity the higher the
corruption and the weaker the rule of law.
44
45
Chart 4. Contribution per dimension to GII
Region
Country
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Europe
Croatia
Slovenia
Czech Republic
Montenegro
Bulgaria
Malta
Poland
Sweden
Lithuania
Serbia
Norway
Denmark
Slovakia
Finland
Netherlands
Austria
Andorra
Germany
Bosnia and
Herzegovina
Estonia
Portugal
Italy
Switzerland
Canada
Cyprus
France
Singapore
Romania
Hungary
Latvia
Albania
Costa Rica
Japan
Ireland
Barbados
Paraguay
Mongolia
Panama
Ukraine
Trinidad and Tobago
Moldova
Bahamas
Spain
Guyana
United States
Chile
Europe
Europe
Europe
Europe
America
Asia
Europe
Asia
Europe
Europe
Europe
Europe
America
Asia
Europe
America
America
Asia
America
Europe
America
Europe
America
Europe
America
America
America
Structural
Security
System
28%
31%
26%
22%
27%
25%
28%
17%
27%
25%
20%
18%
23%
21%
18%
24%
13%
22%
18%
22%
21%
16%
22%
21%
15%
23%
26%
23%
24%
20%
16%
23%
23%
16%
18%
23%
20%
22%
20%
15%
17%
15%
18%
20%
18%
20%
Justice
System
13%
10%
24%
13%
0%
37%
24%
28%
24%
20%
32%
32%
25%
29%
32%
21%
31%
23%
20%
Functional
Security
System
43%
44%
43%
41%
32%
0%
19%
34%
31%
32%
34%
34%
32%
33%
37%
38%
40%
34%
31%
Justice
System
15%
14%
7%
12%
8%
26%
7%
11%
8%
13%
14%
16%
10%
17%
13%
7%
16%
11%
10%
Human Rights
Security
Justice
System
System
0%
0%
0%
0%
0%
0%
12%
0%
22%
11%
0%
11%
11%
11%
11%
0%
11%
0%
11%
0%
0%
0%
0%
0%
11%
0%
0%
0%
0%
0%
10%
0%
0%
0%
0%
10%
20%
0%
28%
28%
27%
29%
29%
33%
29%
35%
24%
19%
23%
29%
20%
33%
33%
29%
27%
24%
28%
20%
29%
26%
28%
26%
30%
25%
24%
31%
33%
31%
31%
31%
30%
27%
27%
33%
31%
28%
29%
27%
19%
27%
33%
20%
27%
23%
20%
32%
25%
26%
25%
22%
30%
19%
9%
8%
7%
9%
10%
12%
12%
12%
2%
9%
12%
9%
12%
9%
8%
12%
13%
12%
18%
9%
8%
8%
15%
8%
12%
12%
15%
10%
10%
19%
10%
10%
10%
9%
0%
18%
18%
9%
17%
17%
17%
17%
8%
17%
17%
8%
24%
16%
16%
16%
8%
15%
15%
22%
0%
0%
0%
0%
0%
0%
0%
0%
0%
0%
9%
0%
0%
0%
0%
0%
0%
0%
0%
8%
0%
8%
0%
16%
0%
0%
0%
46
Asia
America
America
Asia
Asia
America
America
America
Europe
Asia
America
America
Asia
Global
America
Europe
Asia
Armenia
Jamaica
Argentina
Georgia
South Korea
El Salvador
Honduras
Nicaragua
Russia
Turkey
Colombia
Mexico
Philippines
Average, 59 countries
America average,18
countries
Europe average, 33
countries
Asia average, 10
countries
17%
15%
15%
21%
17%
22%
20%
19%
12%
16%
16%
15%
19%
20%
19%
26%
28%
27%
26%
24%
22%
22%
25%
17%
19%
19%
21%
21%
25%
25%
26%
23%
23%
19%
21%
21%
19%
21%
17%
18%
21%
22%
16%
28%
24%
3%
12%
13%
7%
11%
9%
7%
9%
4%
10%
7%
10%
9%
11%
12%
22%
22%
21%
21%
13%
20%
19%
19%
25%
24%
17%
17%
21%
13%
16%
7%
0%
0%
7%
13%
7%
13%
6%
25%
12%
22%
17%
16%
4%
3%
21%
24%
31%
11%
10%
3%
19%
27%
23%
9%
16%
6%
A graphical analysis is not enough; as a consequence, three regression models with
Ordinary Least Squares were run, with GII as the dependent variable. This was done to
analyze the consistency of our indicator and to determine if the negative trend observed
graphically is meaningful. This was also useful to identify the adjustment level of the
three models. In the first model only the corruption dependent variable was added, which
produces a negative and significant coefficient at 99% with an adjustment (R2) of 0.19.
The second model shows a negative and significant relation at 99% for the coefficient of
the variable Rule of Law, and an adjustment (R2) of 0.28; this could be interpreted as
impunity being more related to Rule of Law than to corruption. This is understandable
from the way the GII is constructed, including variables about conditions in the security
and judicial systems. When both indicators are incorporated (model 3) we observe that
the coefficients are significant, and have an adjustment that increases to an R2=0.33;
however, the coefficient sign of the corruption index is reversed. This happens because
the dependent variables have a very high correlation, causing multicollinearity.
47
2.5 RELATIONSHIP OF THE INDEX WITH OTHER INDICATORS
The correlation coefficient measures the linear relation among data. It is identified with
the Greek letter (p), whose value ranges from 1 to -1, a perfect positive linear relation
being 1 and a perfect linear negative relation -1. The values that represent high levels of
correlation are two different sets: those between -1 to -0.5 contain a representative
negative correlation; the other set goes from 0.5 to 1 and means that they have a
representative positive correlation. Assertions and inferences can be made about these
intervals, whereas those coefficients outside the intervals are not significant to make
assertions.
It was sought to contrast GII with other existent indicators to identify a possible
relation with them. Additionally, this exercise allows identification of other variables that
explain impunity in order to have a more general overview of the countries.
A positive correlation among the data is observed graphically. The GINI Index
measures inequality; specifically, it estimates income inequality inside a country, but it
also captures any form of unequal distribution.33 The index ranges between the values of
0 and 1, where 0 represents perfect equality – all citizens have the same income – and 1
ea s a si gle perso o e trates all the ou tr ’s i o e. I this ase, the GINI i de
was multiplied by 100 to enable an easier, simple comparison between indexes. The
graph shows that for higher inequality impunity is higher. Statistically, the correlation
coefficient of the data is p=0.67. With these two indicators it is possible to claim that
those countries with higher inequality among their citizens have higher levels of impunity.
These results clearly show that impunity and inequality are correlated problems.
33
http://data.worldbank.org/indicatorSI.POV.GINI (accessed March 28, 2015)
48
It is possible to observe graphically that there is no apparent relation among the
data, since the trend is not clear: it is not possible to explain one variable in relation to the
other one. Statistically the correlation coefficient is p=0.38, which shows a negative linear
relation, but the value is small, which does not assure that there is a lineal relation
between them. It is not possible to claim that GDP per capita explains impunity levels.34
This implies that inequality is not related to impunity and that they measure different
things, so it is not possible to modify the impunity situation through the increase in GDP
per capita. See graph 7.
The Human Development Index (HDI) is an indicator consisting of three elements:
health, education and standard of living.35 If the level of this three elements is high, the
indicator is also high. The graph identifies that the data has a negative relation and that it
is distributed uniformly across the graph. Hence, for a higher HDI indicator, the impunity
index is lower. Additionally, the correlation coefficient is p=-0.6, confirming the negative
relation among data. It is possible to conclude, then, that countries with greater HDI have
lower levels of impunity.
34
35
http://data.worldbank.org/indicator/NY.GDP.PCAP.CD (accessed March 28, 2015)
http://hdr.undp.org/en/data (accessed April 2, 2015)
49
Impunity can be explained by inequality (GINI) and human development (HDI) in the
countries, but not by the wealth of their citizens (per capita GDP). It is possible also to
claim that, to reduce impunity levels, it is important to reduce inequality among citizens,
and to increase the quality of health, education and living standards.
50
51
52
INDEX RANKING
From the 59 countries included in the Global Impunity Index, we selected the most
representative countries of the Pole, this is, those with the high, intermediate and low
impunity levels to understand why they report such levels. The GII describes the specific
procedures taking place in countries to sanction crimes and avoid impunity: from the
moment police detain alleged perpetrators to the moment a judge issues a decision,
including the conditions of the penitentiary system and the functioning of judicial
procedures.
3.1 Countries with High Impunity Levels
Philippines, Mexico, Colombia, the Russian Federation and Turkey are amongst the
countries with the highest levels of impunity. Data reveals that the main issues for Latin
American countries are security structures and administration of justice. In contrast, the
former Soviet Union including its European and Asian territories is the country with the
highest impunity levels based on the assessment of its human rights reports.
Honduras
In Honduras, similar to another Central America countries, violence and economic
inequality represent an obstacle for the construction of a democratic State as they
undermine the capacity of State institutions to administrate justice and provide security.36
The results of the Global Impunity Index confirm this trend: Honduras is ranked 7th in
security system structure.
One explanation is the number of police per 100,000 inhabitants: Honduras has an
average of 154 police per 100,000 inhabitants, a percentage relatively small to the average
worldwide average. Furthermore, Honduras is amongst the countries with the lowest levels
of prison staff. The conditions of penitentiary institutions in Honduras are critical.
According to information that Human Rights Watch37 obtained from the Human Rights
Commissioner of Honduras (Comisionado de los Derechos Humanos en Honduras –
CONADEH) in the sense that, as of May 2013 prisons accommodated over 12, 600
prisoners throughout the country, despite having an official capacity for 8,200 prisoners.
The international organization also alerted on the particularly entrenched corruption
amongst penitentiary officers of the country.
36
Comisión Económica para América Latina y El Caribe, Informe La hora de la igualdad: brechas por cerrar, caminos por
abril, 2012.
37 Una de las principales organizaciones internacionales independientes dedicadas a la protección y defensa de los
derechos humanos.
53
As to the performance of the justice system, the results of the Global Impunity
Index coincide with those of the World Bank in 2008 in the sense that institutions in charge
of ensuring the Rule of Law have been poorly managed, creating incentives for
corruption.38 According to the same investigation the users of Honduras justice system are
pessimistic on the efficiency and honesty of judicial public officers, they believe that
perpetrators of crimes will not be punished, that only the most important cases reach Courts
and that they fear reprisals should they report crimes.
Mexico and Colombia
The Global Impunity Index showed similarities between Mexico and Colombia on structure
indicators, and also on those referring to the justice and security systems. This may be
related with the fact that during the 70’s both countries experienced an increase of
organized crime linked with drug-trafficking issues, affecting the State capacity to provide
security and justice and creating an environment of corruption amongst authorities that act,
sometimes, in complicity with criminals.39
On the structure of the justice system, Mexico and Colombia rank in the same
position on the number of police per 100,000 inhabitants (335 and 347 respectively).
Regarding their penitentiary systems, there is no significant difference between the two
countries in terms of prison staff divided by the official capacity, the prison staff divided by
prisoners in prisons and in the variable showing the relation between prisoners in prisons
and the penitentiary capacity. All these indicators are below the average, showing
fundamental flaws in the security system from the detention of a person to its imprisonment
while waiting for a trial. Overcrowding in prisons, torture and accused lack of knowledge
of judicial procedures characterize the penitentiary systems of both countries.40
Mexico and Colombia have similar results on the performance of the justice system,
with comparable numbers on the persons with formal contact with courts. They also present
similar numbers on the variable showing the number of persons in prison divided by the
number of persons convicted for a grave crime, despite Colombia has a significantly higher
number of judges per 100,000 inhabitants than Mexico (10 and 4, respectively). Mexico
and Colombia have significant differences on the percentage of persons detained without
any type of judgment (47 and 33, respectively), that in both countries is higher that the
worldwide average (23). The underlying explanation is that in Mexico and Colombia the
pre-trial detention model prevails, this is, the incarceration of indicted persons during the
criminal procedures. In 2008 Mexico drove criminal reforms narrowing the application of
pre-trial detention for petty offenses.
38
Debido Proceso Legal y Banco Mundial, Las reformas a la administración de justicia en Honduras y Bolivia, Razones
que han obstaculizado su éxito y cómo enfrentarlas, 2008.
39 Véanse José Luis Cadena, “Geopolítica del narcotráfico, México y Colombiaμ la equivocación en el empleo de las
fuerzas militares”, en Revista Mexicana de Ciencia Política, vol. 54, núm. 210, 2010. Ver también Jorge Chabat,
“Narcotráfico y Estadoμ El discreto encanto de la corrupción”, en Letras Libres, 2005
40 Washington Office on Latin America-WOLA, Sistemas sobrecargados: Leyes de drogas y cárceles en América Latina,
Washington, 2010.
54
3.2 Countries with Intermediate Impunity Levels
Japan
The UNODC numbers reflect low levels of criminality in Japan, with a particularly small
number of homicides: 3 per 100,000 inhabitants.41 For this reason is considered one of the
safest countries worldwide. The Global Impunity Index shows that the structure of the
security system of Japan has a similar rank that the one of Switzerland, this is, there is an
average of 205 police per 100, 000 inhabitants, a number below the global average (334)
and almost a third part of the number for Croatia (495). In contrast, Japan reported the
United Nations a significantly small result than Croatia on the penitentiary staff divided by
the penitentiary capacity. The same results are observed in terms of the penitentiary police
divided by the number of prisoners, as Japan has a lower rank than Croatia and
Switzerland. The Japanese justice system characterizes for an extreme discipline that,
beyond cultural issues, reflects on the lack of transparency of procedures. An example is
the situation of detainees, which can be put in isolation for 23 days, without having contact
with their attorney. In the period under review, non-governmental organizations like the
Center of Rights of Prisoners of Tokyo have denounced human rights violations in
prisoners held in prisons. The Global Impunity Index revealed similar information: Japan
has high rates of torture reports.
Japan is ranked amongst the last positions on the structure of the justice system. The
low percentage of judges per 100,000 inhabitants (3) explains this situation in part. Results
of Japan on the performance of the justice system reflect a contradictory situation: while the
percentage of persons detained without any type of judgment/adjudication is below the
worldwide average, the trend reversed when we analyzed the numbers of prisoners divided
by the number of persons convicted, ranking Japan in a similar position than Honduras.
This is particularly relevant on the cases of prisoners sentenced to death, like Hakamada
Iwao, who spend 45 years in the death row and was finally released due to mental illness
complications.42 Situations allowing punishment to persons that are not necessarily guilty
amount to impunity.
Spain
The Global Impunity Index shows that, interestingly, Spain has the highest impunity levels
in the European Union (EU), ranked in the 17th overall position. The number of judges per
100,000 inhabitants is low with 11 judges, ranking Spain in the 24th position of the Global
Impunity Index, just above Malta, Albania and Ireland in the EU. On the contrary,
regarding the number of police per 100,000 Spain ranks in the 40th position with an average
of 383, above the European average. The correlation between the prison staff and prisoners
is of 1. The number of persons that had formal contact with the police but were not brought
before criminal courts is of 1, placing Spain in the 35th position, slightly below the average.
Finally, Spain has the 33th position on the number of persons detained without any type of
judgment/adjudication within the worldwide average, with 23% of persons in prison
41
UNODC, Global Study on Homicide, Viena, 2013.
Amnistía Internacional, Un año después de la liberación de Hakamada ¿Cómo viven los presos condenados a muerte en
Japón?, 2015.
42
55
without even a preliminary judgment. It must be noted that Spain did not even provide
official numbers in this regard.
These results show the judicial system is the main problem in Spain and explain
why it has the highest impunity levels in the EU. The low number of judges per 100,000
inhabitants as well as low number of judgments are relevant indicators on this regard.
According to available public information, the justice system in Spain is inefficient
in processing judicial dockets, making impunity prevail. The last administrations have
attempted to address the issue from different angles aiming to reduce the response times of
judicial authorities.43 For that, there have been two schemes: to increase the number of
judges and officers at the judiciary in order to expedite the management of dockets and
issuance of decisions or judgments, or to subject the workload of courts to specific
temporary frameworks. The first option implied an important amount of public resources
and appeared impossible to all the political parties. 44 The forthcoming economic crises and
an manifest political blockage of the judiciary by the majority of political parties –that the
Minister of Justice Alberto Ruiz Gallardón himself recognized– made of this last option the
only feasible one, this is, overload courts with judicial procedures, and setting forth
deadlines for the issuance of decisions and judgments.45
United States
The United States has diverse variables, but in the Global Impunity Index it ranks in the
15th position, meaning that impunity levels in the United States are considerably high.
Highly negative results in some variables explain this situation.
The number of police per 100,000 inhabitants is low (2011) that, while not
alarming, is below the average. Likewise, the number of judges per 100,000 inhabitants is
of barely 10, placing the United States also below the global average. However, the number
of detainees without judgment is relatively low: 23% of the overall number of prisoners.
Further, the correlation between the penitentiary staff and prisoners is of 46%. To the
contrary, two variables position the United States in the very last place of the ranking.
Perhaps the most important one is the number of persons that have formal contact with
security forces but were not brought before criminal courts. The Index shows that less of
1% of persons that have formal contact with the system are not brought to a formal
procedure, making of the United States the country in the last position in this raking. Yet,
the United States is the country with the highest number of prisoners with judgments, even
if they are not final: 25% of prisoners are in this situation. The difference between these
two variables for the United States is at the average. However, the variable on the number
of persons that had formal contact with the police but were not brought before criminal
courts is the highest of all the countries included in the index, which automatically places
the United States below the average.
Why the United States is ranked below the average in the Global Impunity Index?
The procedure from the perpetration of a crime until the issuance of a judgment is the
43
Comparecencia del Ministro de Justicia ante la Comisión de Justicia del Senado, el 5 de marzo de 2012. Versión
estenográfica.
44 Ley Orgánica 8/2012, de 27 de diciembre, de medidas de eficiencia presupuestaria en la Administración de Justicia, por
la que se modifica la LOPJ.
45 Comparecencia del Ministro de Justicia ante la Comisión de Justicia del Senado, el 25 de enero de 2012. Versión
estenográfica.
56
following: the United States is the highest ranked on cases of first contact of an individual
without a judicial procedure. However, when a case is brought before criminal courts the
number of persons detained without any type of judgment/adjudication is within the
average rank, as well as the number of convictions. This demonstrates that the judicial
system works once it is triggered. But police actions downgrade the United States in the
Global Impunity Index. The United States is the country with the highest number of formal
contact with the police without cases reaching criminal courts, focusing the Index precisely
in the correlation between the police with society. The level of detentions that do not reach
a judicial stage is the highest of the table, turning a red light over the police as a potential
source of impunity. The US Department of State implicitly acknowledges this situation, as
evidenced by the Global Impunity Index.46
3.3 Countries with Low Impunity Levels
Croatia and the Balkans
The Global Impunity Index showed that Croatia is the country with the lowest impunity
levels (27 out of 100). Further, the four countries with the most favorable indicators,
resulting with low impunity rates Croatia, Slovenia, Montenegro and Bulgaria.
On the correlation between the number of judges per 100,000 inhabitants, Bulgaria
is the country with the highest number of judges (57), followed by Slovenia (48), Croatia
(45) and Montenegro (42).
Regarding the number of police per 100,000 inhabitants, Montenegro is the country
with the highest figures with 678 police, followed by the Russian Federation (521), Panama
(513) and Barbados (with 502). However, these three countries – Russia, Panama and
Barbados – have a low numbers of judges per 100,000, namely, Russia 20, Panama 8 and
Barbados 8, preceded by Croatia with 45. The number of police is an important indicator
for the remaining three countries of this group. Bulgaria is ranked 58th in the ranking with
387 police members, and Slovenia is ranked 21th with 356 police members, showing that
there is no correlation between the number of police per habitant and the impunity index
unless it is linked with the justice system.
The number of persons detained without reaching the judicial system measures the
effectiveness of police. This means that, when faced with a potential case, the police detain
few persons, only the ones allegedly involved in the perpetration of a crime. Croatia is
ranked 10th in police effectiveness, above the average rank, with a percentage of 54% of
prison staff compared with the overall number of prisoners.
Croatia is ranked 26th in the number of persons brought before criminal courts with
delays in the issuance of judgments/adjudications with a 23% of prisoners in this situation,
that is, above the average but not particularly outstanding. However, Croatia is ranked 45th
in prisoners with convictions, amounting to a 22% of the overall numbers. This means that
even when the number of persons before the judicial system is relatively high, the justice
46
http://www.bjs.gov/index.cfm?ty=tp&tid=703, consultado el 1º de abril de 2015, así como Washington Post, Current
law gives police wide latitude to use deadly force, 28 de agosto de 2014. Es importante destacar que los datos más nuevos
que ofrece el Departamento de Justicia (Bureau of Justice Statistics) son de 2002.
57
system issues sufficient convictions or adjudications resulting in acceptable levels of
administration of justice in Croatia.
Year 2011 was the starting point of several judicial reforms in these four Balkan
countries, in an important extent due to European Union requirements for new State
members or for candidate countries. Back then, the European Commission affirmed that
most of the candidate countries to the European Union had not made substantial progress
on judicial reforms due to the political instability of their governments, making those
reforms more susceptible of political manipulation and impeded the fight against
corruption, closely linked to political power. While the recommendations of the European
Union appeared to be purely technical, they are addressed at both, the judicial system to
make it reachable to common citizens and to high-level corruption. Despite this, the
assessment of the European Commission is positive regarding the reforms to the justice
system.47
It is important to note that in the Balkans, reforms to police system is linked with
the judicial reforms. Through guidelines, the European Commission has set forth that
police reform and, therefore, the number of police per inhabitant, is linked and equally
important than the judicial reform. In this sense, as seen before, the comparative data of this
Balkan group with Russia, Panama and Barbados are significant; the police number is not
directly related with the impunity index. To the contrary, data showed the correlation
between numbers of judges per inhabitant with impunity. Thus, the recommendations of the
European Commission on the linkage between the police reform and justice reforms appear
to make sense. To the contrary, a police reform unlinked with a deep judicial reform does
not reduce impunity rates by itself.
The problems of the judicial system –persons detained without a
judgment/adjudication, poor capacity to look after the penitentiary population– can reduce
the Global Impunity Index but are controllable if the judicial system issues
judgments/adjudications and, therefore, is able to ease the transit of persons detained
without any type of judgment or adjudication. This is, precisely, the case of Croatia, where
there is a relatively high number of persons detained without any type of judgment or
adjudication, which may be a negative variable in the measurement of the Global Impunity
Index, is compensated with the number of final judgment at the end of the procedure, in
other words, the Croatian justice system allows to serve justice.
47
Comisión Europea, Comunicado de prensa, 20 de julio de 2011.
58
Regional Remarks:
Africa and Oceania
During the variables analysis for the development of the Index we identified atypical cases
in the data (outliers) in the countries of Africa and Oceania. The outliers are data that
increase the variables variance and bias the distribution; this is, they are observations with a
significant distance with other observations. When a distribution has outliers not all the
estimators are strong enough to make estimations on the distribution; for instance, the
average becomes a better estimator. This situation demands specific theoretical
deliberations. A distribution is biased due to the existence of atypical data and, therefore,
does not comply with the fundamental requirements for the development of statistical
models.
In Africa, the two mains problems were the lack of data and, when available, they
were part of the negative radical of the distribution, but the distance between these data and
the rest of the information allows considering the existence of and outlier. In Oceania, we
found the opposite problem: countries with information available were part of the positive
radical of the variables; however similar to Africa, the rest of the data turns them in
outliers; even when they are positive data the distance with the rest of the information bias
the development of the indicator: countries, especially Australia and New Zealand bias the
distribution of positive data.
Faced with this situation, we assessed the theoretical options and decided to
eliminate this information from the Index, giving the same treatment to outliers than most
of the studies. The extreme values distribution of these two continents invites to a particular
analysis of both cases in further editions.
59
60
The Case Study of Mexico
The fact that Mexico faces a critical position on impunity is not new. The facts taken place
over the past decade speak by themselves: the fight against organized crime – without
accountability –, high levels of corruption in political power, enforced disappearances and
outstanding rate of unpunished crimes have created a perception in the international and
international public opinion of lack of governability and authentic citizen concern
demanding responses and solutions from authorities.
The 2014 National Poll on Victimization and Perception of Insecurity (ENVIPE) of
the National Institute of Statistics and Geography (INEGI) shows that Mexicans perceive
impunity as one of the top ten problems in their States.48 The last administrations have
developed strategies for the improvement of public security focusing in two main issues:
the creation of more and better police –like the recently created National Gendarmerie– and
the increase of penalties for high-impact crimes like kidnapping. Despite these efforts, it
would appear that impunity is still entrenched in the political system, making difficult the
administration of justice and the respect for human rights. Faced with this situation we need
to ask: which situations inside the Mexican judicial structure foster the impunity?
Impunity casts doubts over the respect of the right to justice. Ideally, officers
involved in the investigation and prosecution of crimes, as well as their punishment (from
the investigation, detention, procedures, judgments and imprisonment) should ensure the
respect of this right. However, instruments like this one evidences some of the failures of
the justice and security systems in Mexico.
The rank of Mexico in the Global Impunity Index shows, amongst other issues,
overcrowding in prisons boosted by excessive workload of judicial institutions unable to
keep the pace for timely judging the cases of penitentiary population. According to the
Index, the underlying explanations to overcrowding and the difficult relation between
prisons and courts go back to the first stages of criminal procedures. In Mexico, most of
formal contacts are not brought before judges, showing a practice in the first stages of the
procedure there is of “the more persons detained and prosecuted, the better results”.49 In
this situation, security forces would be entering into contact with a high number of innocent
civilians and allowing corruption for those that are the actual perpetrators of crime that
entered into contact with security forces and the first judicial stages.
It should be noted, though, that Mexico is amongst the countries with the highest
amount of available information that favors the measurement of impunity; however, despite
the government concerns over this phenomenon, it would appear that it has not taken the
appropriate actions. Examples include recent statements of the President when he referred
to the commitment to foster “actions to enforce the human right to justice” and narrow
48
http://www.inegi.org.mx/est/contenidos/proyectos/encuestas/hogares/regulares/envipe/, consultado 2 de abril de 2015.
Guillermo Zepeda Lecuona, El uso excesivo e irracional de la prisión preventiva en México,
http://www.juridicas.unam.mx/sisjur/penal/pdf/11-516s.pdf, consultado el 31 de marzo de 2015.
49
61
those to “common justice” in family, labour, property and consumer issues, disregarding
the alarming lack of capacity of the criminal system.50
Interpretation of Dimensions for Mexico
Despite government efforts to reduce impunity the country has an alarming position in the
ranking of the Global Impunity Index. Based on the Index results, Mexico has two major
areas of concern: the functionality of the security system and the structure of the justice
system. Unlike countries with low impunity rates, in Mexico the security system fails to
conduct investigations in most of the cases of persons suspected, detained, arrested or under
pre-trial detention in the investigative stage (arraigo).
The second major concern that fosters impunity is the structural shortcomings of the
justice system. The Index showed an average rate of 17 judges per 100,000 inhabitants per
country. Mexico has 4 judges per 100,000 inhabitants. Mexico has 4 judges per 100,000
inhabitants, a smaller number compared with the global average, which raises concerns
excessive workload in courts. Countries with lower impunity levels, for instance, Croatia
with 45 judges per 100,000 inhabitants, have an improved capacity and are able to pay due
attention to cases.
The Index provides significant information on impunity coming from the security
and penitentiary systems, on prisoners and on crime failures. On the functionality of the
Mexican security system, the Index showed the following: the system is deficient with
almost half of persons detained without any type of judgment/adjudication (46%); there is
little correlation between the number of persons imprisoned for homicide and the number
of reports/complaints (denuncias) for this crime and; there is a small number of judges
compared with the number of cases in Courts, affecting the attention given to penitentiary
procedures. When compared with other countries with lower impunity rates, the differences
are quite significant. For instance, with Croatia that has a 23% of persons detained without
judgments and they have an adequate correlation between the prisoners and reports of
homicides.
On the structure of security systems, the Index depicts the governmental efforts of
increasing law enforcement in Mexico with 355 police per 100,000 inhabitants, a number
closer to the average, which is of 332 police per 100,000 inhabitants. However, it also
reveals overcrowding in prisons that impedes prison staff to provide essential services for
prisoners.
Recommendations for Mexico based on the Global Impunity Index.
The Global Impunity Index revealed that Mexico must prioritize two main areas: the
functionality of the security system and the structure of the justice system.
On the functionality of the security system, the Index shows the need to optimize
and carry out adequate investigations on most of the persons that have formal contact with
security forces. Mexico does not need to invest more resources on the increase of police
institutions; rather the focus needs to be on the procedures that ensure the effectiveness of
police. That would contribute to reduce the workload of the judicial institutions. On the
50
10 acciones por un México con Paz con Justicia y Desarrollo,
http://www.excelsior.com.mx/nacional/2014/11/28/994660,consultado el 30 de marzo de 2015.
62
second dimension, the Index shows that Mexico needs to increase the number of judges of
the justice system. Such action would have an immediate impact on judicial procedures, as
the increase of judges could reduce the number of persons held without any type of
sentence and also reduce overcrowding in prisons.
63
64
Outstanding Information for
the Analysis of Impunity
The main obstacle for the development of the Index was the lack of information. In one
hand, country reports are not published on a regular basis; countries do not report all the
information and reports do not take into consideration all countries. The other major
problem was the absence of variables that allow the construction of a stronger index.
Outstanding variables that would strengthen the Index include:
1. Justice System Expenditures as a Percentage of the Gross Domestic Product
(GDP) or national budget. The Index revealed the fundamental role of judges in
the reduction of impunity; therefore, the knowledge of the expenditures in this issue
is fundamental for strengthening the indicator. Number of prosecutor offices and
prosecutions per inhabitant. Unlike the number of police and judges per inhabitant,
there is no information on the numbed of prosecutors, who are in charge of the
continuity of judicial procedures. Information that became available on this regard
would allow adding another dimension to the study.
2. Outcome and Follow Up to Open Cases. A problem we faced was the time
framework of the information. Thus, the knowledge of the results of open cases
versus the number of open cases per year – and not by the end of the process – will
allow to elaborate further on the efficiency of the security and justice systems.
3. Standardized and Periodic Victimization Polls. One of the main challenges for
the measurement of the dark figure (cifra negra) was the difference between the
victimization polls that follow the United Nations standards. Also, information is
not available for the same years. Both situations did not allow comparing countries.
4. Number of Fugitive Convicted Prisoners that are not Recaptured. The number
of fugitive convicted prisoners that are not recaptures is a form of impunity. Despite
having received a punishment, convicted prisoners that scape and are not recaptured
are avoiding their punishment, remaining unpunished. This is another dimension for
the analysis of impunity.
5. Length of the Judgment per Crime Set Forth in Law. This information sets forth
the severity of the punishment compared with the gravity of the perpetrated crime.
This information allows comparing the type of crime punished more severely and
set the correlation between those and crimes classified as grave crimes.
65
6. Length of the Judgment per Actual Crime. With this variable we aim to measure
the actual time a convicted prisoner spends in prison for the crime he/she
perpetrated and allows to measure the functioning of the justice system, as well as
the identification of impunity holes, this is, cases where there is as simulation of
punishment of grave crimes with low convictions in reality.
These are some of the variables that would allow strengthening the Index and the
incorporation of other dimensions. This study aims to offer additional information each
year, have new indicators that include comparison points, references and, finally, provide a
comprehensive report while having more variables.
66
Conclusions
The Global Impunity Index is the result of an unprecedented effort for understanding
impunity in a comprehensive approach. This phenomenon undermines the credibility on
institutions, weakens the State and, lastly, it affects the social pact. As mentioned before,
impunity is very difficult to measure. And there is also the need of knowing the extent and
consequences of this phenomenon. Information is, at the same time, fundamental to address
this need and its main weakness: we depend on the will of States for understanding
impunity better. And despite States reluctance to provide information, this study if an
invitation for governments to transparent and open their information: countering impunity
is in their best interest.
This document is an attempt to understand impunity from its origins through the
final process, this is, an appropriate punishment for the perpetrated crime. This model
includes three dimensions: the security system, the justice system and human rights.
Results showed the importance of approaching impunity from a comprehensive
perspective. Beyond wealth, impunity is linked with corruption and inequality. This is
consistent with observed regional differences: in general, the structural dimension has the
same influence throughout the regions. However, we cannot address the functional and
human rights dimensions of the model without identifying the inequality problems in Latin
America and Asia, as well as corruption in those regions. In general terms, the Index shows
that impunity is not only cause my negligent performance, but also for negligence in
dealing with State shortcomings, including those of the security and justice systems and of
the responsibility of each State to respect, protect and ensure human rights.
Pending issues to deal with impunity are manifold. From the creation and
transparency of data to the specific actions that States carry out to improve the physical and
human conditions of the systems in charge of strengthening the Rule of Law. This study is
not aimed to be exhaustive but to set the foundations of a systematic and objective
measurement of impunity, including the conditions that allow its expansion. The Global
Impunity Index is just the first step in a long path.
67
68
ANNEX 1: PROBLEMS FOR
THE CALCULATION OF
THE DARK FIGURE
(CIFRA NEGRA)
A significant percentage of criminal cases are never reported to the police and, therefore,
are not included in official statistics. This unknown figure, called “dark figure” or “hidden
figure” of crimes amounts to a lack of punishment of perpetrators of crimes and, therefore,
is an fundamental indicator for the development of a Global Impunity Index. An example
of this is the case of Mexico. According to the 2008 National Poll on Insecurity (ENSI), the
police did not record crimes in 85% of the overall crimes, showing that the availability of
this information in a statistical analysis mat affect the results obtained.51
The regular procedure for the calculation of the “dark figure” is the result between
the overall perpetrated crimes, including those unreported, minus the number of crimes
reported to the police. This equation that may appear basic is hard to obtain in a global
scale because normally there is only official data available to compare countries. This has
led researches to the use of different instruments to traditional statistics for the
measurement of criminal justice, such as victimization studies that, even when they allow
obtaining a “dark figure” and are a valuable source of complementary information from
police statistics, there are not performed on a systematic or standardized basis in several
countries. Next, we reproduce some inconveniencies and limitations for the calculation of
the dark figure in victimization studies.
First, not all crimes can be captured through this method. For instance, some
victimization polls neither include homicide nor the consensual crimes without direct
victims, such as drug consumption or gamblingν they do not include “fraud, embezzlement,
employee pilferage, price-fixing and the wide range of consumer, corporate and whitecollar crimes”.52 This situation makes difficult the calculation of the dark figure based on
UNODC data because is possible that it is already included –or not – and in these situations
is not possible to compare between actors or elements.
Second, the application of a different victimization polls in each country leads to
non-standardized questions that make difficult to obtain the dark figure for several
countries, for instance, common questions in the victimization polls include: have you or
any of your relatives been victim of a crime over the past year, yes or no?; have you been
51
Victimización, incidencia y cifra negra en México. Análisis de la ENSI-6. Instituto ciudadano de estudios sobre la
inseguridad A.C., https://www.oas.org/dsp/documents/victimization_surveys/mexico/mexico_analisis_ensi6.pdf,
consultado el 2 de abril de 2015.
52 ONU. 2004. Manual para la elaboración de un sistema de estadísticas sobre justicia penal. 47p.,
http://unstats.un.org/unsd/publication/SeriesF/SeriesF_89S.pdf, consultado el 2 de abril de 2015.
69
victim of a crime?; how many times have you been victim of a crime over the past year?
These three questions provide diverse information. The first one could double crimes by
including relatives; the second does not take into consideration the diversity of crimes and
perpetrators for one victim; and the third one is the ideal question to calculate the overall
number of crimes but in practice is not applied often. The compilation of mixed
information impedes the calculation of global numbers.
Third, studies on victimization are not applied on a regular basis, i.e. yearly, making
common the finding of gaps when it comes to creates the database on dark figures.
Fourth, despite UNODC efforts to create a standardized methodology for the
International Crime Victims Survey (ICVS) States have different information needs, nor the
same goals, they do not show interest in applying the victimization polls and, therefore, the
calculation of the dark figure is possible for a small number of countries, as shown in Table
1.
Table 1 - History Results of the International Crime Victims Survey
Country
Canada
Chile
Colombia
Costa Rica
Denmark
Ecuador
Finland
Germany
Guatemala
Japan
Mexico
Netherlands
Nicaragua
Panama
Paraguay
Portugal
Sweden
2000
2004
2006
2008
88.35
99.44
85.29
82.12
99.07
90.69
75.76
2010
93.1
54.12
92.83
82.12
92.55
99.6
99.83
99.20
98.95
99.14
98.93
86.84
97.19
76.26
94.63
93.97
93.18
93.77
80.01
91.52
We calculated the dark figure from the difference of the overall number of crimes minus
the prosecuted persons (persons with an open case in the relevant year). We did not include
homicide prosecutions, this is, we deleted homicide cases from the overall number of
prosecutions. Finally, it should be noted that we took the numbers on prosecutions and
population per country from the UNODC and the World Bank, whereas we used the
UNCIRI victimization polls.
Statistics from table 1 were calculated as follows: we used victimization polls to
obtain numbers on victims of crime. From there, we identified the relevant question to
obtain the dark figure for most of the countries: have you or any of your relatives been
victim of a crime over the past year, yes or no? The overall number of responses amounted
to the 100% of crimes perpetrated in the given year and country. This calculation was also
useful to obtain the percentage of prosecuted persons (excluding homicides) from the
overall crimes perpetrated the year under study. The result of the 100% minus the prior
result is an approximation to the percentage of the dark figure.
70
It is important to emphasize that the result of the dark figure for Mexico in the 2008
ENSI poll is 13 points far from the results of Table 1. This difference is precisely the result
of the problem explained in this document for the calculation of the dark figure. For this
reason, this study does not take into consideration the dark figure in the construction of the
global impunity index.
71
72
ANNEX 2: THE
SELECTION OF THE 59
COUNTRIES
In principle, we used a database of 193 countries (disaggregating some of the countries
according to government changes over time, resulting in an overall number of 219) that
complied with the condition of incorporating all the countries of the different databases
used for the development of the Global Impunity Index with the aim of including
information on countries to be included in the Index and to identify those that are recurrent
in the databases. Further, we standardized the names of all the databases and added the
initials that identify them worldwide to create a database that is simple and standard. The
normalization and initials were also used to compare results with other global indicators
such as the GINI, per capita GDP, the Human Development Index or Poverty Level.
Table 2
Country
Afghanistan
Albania
Algeria
American Samoa
Andorra
Angola
Anguilla
Antigua and Barbuda
Argentina
Armenia
Aruba
Australia
Austria
Azerbaijan
Bahamas
Bahrain
Bangladesh
Barbados
Belarus
Belgium
Belize
Benin
Bermuda
Bhutan
Bolivia
Code
AFG
ALB
DZA
ASM
ADO
AGO
AIA
ATG
ARG
ARM
ABW
AUS
AUT
AZE
BHS
BHR
BGD
BRB
BLR
BEL
BLZ
BEN
BMU
BTN
BOL
Bosnia and Herzegovina
Botswana
BIH
BWA
Country
Guam
Guatemala
Guinea
Guinea-Bissau
Guyana
Haiti
Honduras
Hong Kong, China
Hungary
Iceland
India
Indonesia
Iran
Iraq
Ireland
Israel
Italy
Jamaica
Japan
Jersey, Channel Islands
Jordan
Kazakhstan
Kenya
Kiribati
Democratic People’s
Republic of North
Korea
South Korea
Kosovo
Code
GUM
GTM
GIN
GNB
GUY
HTI
HND
HKG
HUN
ISL
IND
IDN
IRN
IRQ
IRL
ISR
ITA
JAM
JPN
JEY
JOR
KAZ
KEN
KIR
PRK
Country
Papua New Guinea
Paraguay
Peru
Philippines
Poland
Portugal
Puerto Rico
Qatar
Reunion
Romania
Russia
Rwanda
Samoa
San Marino
Sao Tome and Principe
Saudi Arabia
Senegal
Serbia
Seychelles
Sierra Leone
Singapore
Slovakia
Slovenia
Solomon Islands
Somalia
Code
PNG
PRY
PER
PHL
POL
PRT
PRI
QAT
REU
ROM
RUS
RWA
WSM
SMR
STP
SAU
SEN
SRB
SYC
SLE
SGP
SVK
SVN
SLB
SOM
KOR
KSV
South Africa
South Sudan
ZAF
SSD
73
Brazil
Brunei
Bulgaria
Burkina Faso
Burundi
Cambodia
BRA
BRN
BGR
BFA
BDI
KHM
Kuwait
Kyrgyzstan
Laos
Latvia
Lebanon
Lesotho
KWT
KGZ
LAO
LVA
LBN
LSO
Cameroon
Canada
Cape Verde
Cayman Islands
Central African Republic
Chad
Chile
China
Colombia
Comoros
Democratic Republic of
the Congo
Congo
Cook Islands
Costa Rica
Ivory Coast
Croatia
Cuba
Cyprus
Czech Republic
Denmark
Djibouti
Dominica
Dominican Republic
CMR
CAN
CPV
CYM
CAF
TCD
CHL
CHN
COL
COM
ZAR
Liberia
Libya
Lichtenstein
Lithuania
Luxemburg
Macau, China
Macedonia
Madagascar
Malawi
Malaysia
Maldives
LBR
LBY
LIE
LTU
LUX
MAC
MKD
MDG
MWI
MYS
MDV
COG
COK
CRI
CIV
HRV
CUB
CYP
CZE
DNK
DJI
DMA
DOM
Mali
Malta
Marshall Islands
Martinique
Mauritania
Mauritius
Mexico
Micronesia
Moldavia
Monaco
Mongolia
Montenegro
MLI
MLT
MHL
MTQ
MRT
MUS
MEX
FSM
MDA
MCO
MNG
MNE
Ecuador
ECU
Morocco
MAR
Egypt
El Salvador
Equatorial Guinea
Eritrea
Estonia
Ethiopia
Fiji
Finland
France
French Guyana
Gabon
Gambia
Georgia
Germany
Ghana
Greece
Greenland
Granada
EGY
SLV
GNQ
ERI
EST
ETH
FJI
FIN
FRA
GUF
GAB
GMB
GEO
DEU
GHA
GRC
GRL
GRD
Mozambique
Myanmar
Namibia
Nauru
Nepal
Netherlands
Netherland Antilles
New Caledonia
New Zealand
Nicaragua
Niger
Nigeria
Niue
Norway
Oman
Pakistan
Palau
Panama
MOZ
MMR
NAM
NRU
NPL
NLD
ANT
NCL
NZL
NIC
NER
NGA
NIU
NOR
OMN
PAK
PLW
PAN
Spain
Sri Lanka
Palestine
Saint Kitts and Nevis
Saint Lucia
Saint Vincent and the
Grenadines
Sudan
Suriname
Swaziland
Sweden
Switzerland
Syria
Taiwan
Tajikistan
Tanzania
Thailand
East Timor
ESP
LKA
SPL
KNA
LCA
VCT
Togo
Tonga
Trinidad and Tobago
Tunisia
Turkey
Turkmenistan
Tuvalu
Uganda
Ukraine
United Arab Emirates
United Kingdom
United Kingdom (England
and Wales)
United Kingdom (Northern
Ireland)
United Kingdom (Scotland)
United States
Uruguay
Uzbekistan
Vanuatu
Venezuela
Vietnam
Virgin Islands
Gaza Strip
Yemen
Zambia
Zimbabwe
TGO
TON
TTO
TUN
TUR
TKM
TUV
UGA
UKR
ARE
GBR
ENG
SDN
SUR
SWZ
SWE
CHE
SYR
TWN
TJK
TZA
THA
TMP
IRE
SCO
USA
URY
UZB
VUT
VEN
VNM
VIR
WBG
YEM
ZMB
ZWE
Afterwards, we developed a database with the core information (datos madre) that included
all the analysis variables to work with them on an ordered fashion and without confusions.
Then, we created six subsets of databases: Structural Security System, Functional Security
74
System, Human Rights Security System, Structural Justice System, Functional Justice
System, and Human Rights Justice System that are the dimensions of the Index.
Once we selected the variables and time framework of the Index, as well as relevant
theoretical and statistical considerations we created a database including 219 countries and
14 final variables. From there the conclusion drawn was that only 12 countries have all the
variables. It is important to acknowledge the commitment of this group of countries in the
creation and report of information, as well as the diversity of existing data.
Table 3
Country
Austria
Czech
Republic
Finland
Bulgaria
Code
AUT
CZE
Country
Portugal
Serbia
Code
PRT
SRB
Country
Japan
Chile
Code
JPN
CHL
FIN
BGR
Netherlands
Poland
NLD
POL
Mexico
Barbados
MEX
BRB
Due to lack of measurement units in countries, we identified those States with one or two
outstanding variables. The list of the 27 countries that met this condition is shown next:
Table 4
Country
Code
Country
Code
DNK
FIN
SVK
CRI
Missing
Variables
1
1
1
1
Denmark
Finland
Slovakia
Costa
Rica
Hungary
Malta
Guyana
Georgia
South
Korea
Country
Code
COL
IRL
SVN
ARM
Missing
Variables
1
1
1
1
Italy
Latvia
Croatia
Albania
ITA
LVA
HRV
ALB
Missing
Variables
2
2
2
2
Colombia
Ireland
Slovenia
Armenia
HUN
MLT
GUY
GEO
1
1
1
1
Mongolia
Paraguay
Cyprus
Estonia
MNG
PRY
CYP
EST
1
1
2
2
ADO
HND
DEU
BIH
2
2
2
2
Sweden
SWE
2
Andorra
Honduras
Germany
Bosnia and
Herzegovina
Montenegro
KOR
1
MNE
2
From those we obtained a list of 39 countries that still were insufficient; therefore, we
included the countries with 3 and 4 outstanding variables. Finally, these 20 countries (table
3), completed the final list for the Index.
Table 5
Missing
Variables
3
3
3
3
3
3
3
Country
Code
Russia
Argentina
Panama
Bahamas
Switzerland
Canada
Spain
RUS
ARG
PAN
BHS
CHE
CAN
ESP
Missing
Variables
3
3
3
3
4
4
4
Country
Code
France
Philippines
Moldavia
Ukraine
Nicaragua
Turkey
FRA
PHL
MDA
UKR
NIC
TUR
Missing
Variables
4
4
4
4
4
4
75
To complete the outstanding information we used several viable statistic models. Due to the
specific conditions of the variables, in concrete, their dispersion, we used the regional
average (robust estimation in data with high levels of dispersion) as the equation (estimador
de la esperanza) to complete missing information. In this way we ensure that the chosen
variables are the closest to reality and that they do not affect the measurement units. We
only needed to add four sets of information to the 15% of the countries that are part of the
final Index, allowing a robust index. Lastly, it should be noted that 95 countries did not
have any of the 14 variables to be included in the Index, amounting to a 43% of the overall
list and showing the clear lack of information.
Countries with Less than 10 Variables
Ranking
Country
Code
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
Algiers
American Samoa
Angola
Anguilla
Aruba
Australia
Benin
Bermuda
Botswana
Burkina Faso
Burundi
Cameroon
Cape Verde
Cayman Islands
Central African Republic
Chad
Macau
Comoros
Democratic Republic of the Congo
Congo
Cook Islands
Ivory Coast
Djibouti
Egypt
Equatorial Guinea
Eritrea
Ethiopia
Fiji
French Guyana
Gabon
Gambia
Ghana
Greenland
Guam
Guinea
Guinea Bissau
DZA
ASM
AGO
AIA
ABW
AUS
BEN
BMU
BWA
BFA
BDI
CMR
CPV
CYM
CAF
TCD
MAC
COM
ZAR
COG
COK
CIV
DJI
EGY
GNQ
ERI
ETH
FJI
GUF
GAB
GMB
GHA
GRL
GUM
GIN
GNB
Number of
Indicators
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
76
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
Jersey
Kenya
Kiribati
Lesotho
Liberia
Libya
Madagascar
Malawi
Mali
Marshall Islands
Martinique
Mauritania
Mauritius
Micronesia
Morocco
Mozambique
Namibia
Nauru
Netherland Antilles
New Caledonia
New Zealand
Niger
Nigeria
Niue
Palau
Papua New Guinea
Puerto Rico
Reunion
Rwanda
Samoa
Sao Tome and Principe
Senegal
Seychelles
Sierra Leone
Solomon Islands
Somalia
South Africa
South Sudan
Sudan
Swaziland
Tanzania
Togo
Tonga
Tunisia
Tuvalu
Uganda
Virgin Islands
Vanuatu
West Bank and Gaza Strip
Zambia
Zimbabwe
JEY
KEN
KIR
LSO
LBR
LBY
MDG
MWI
MLI
MHL
MTQ
MRT
MUS
FSM
MAR
MOZ
NAM
NRU
ANT
NCL
NZL
NER
NGA
NIU
PLW
PNG
PRI
REU
RWA
WSM
STP
SEN
SYC
SLE
SLB
SOM
ZAF
SSD
SDN
SWZ
TZA
TGO
TON
TUN
TUV
UGA
VIR
VUT
WBG
ZMB
ZWE
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
77
Ranking
Country
Code
130
Kyrgyzstan
KGZ
Ranking
Country
Code
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
Afghanistan
Antigua and Barbados
Bahrain
Bangladesh
Belarus
Bhutan
Brunei
Cambodia
Cuba
North Korea
Dominica
Ecuador
Haiti
Iran
Iraq
Kuwait
Laos
Lebanon
Malaysia
Maldives
Burma
Nepal
Oman
Pakistan
Peru
Qatar
Saint Lucia
San Marino
Saudi Arabia
Surinam
Syria
Taiwan
Tajikistan
Timor-Leste
Turkmenistan
United Arab Emirates
Uzbekistan
Venezuela
Vietnam
Yemen
AFG
ATG
BHR
BGD
BLR
BTN
BRN
KHM
CUB
PRK
DMA
ECU
HTI
IRN
IRQ
KWT
LAO
LBN
MYS
MDV
MMR
NPL
OMN
PAK
PER
QAT
LCA
SMR
SAU
SUR
SYR
TWN
TJK
TMP
TKM
ARE
UZB
VEN
VNM
YEM
Ranking
Country
Code
83
84
85
Belgium
Belize
Grenada
BEL
BLZ
GRD
Number of
Indicators
3
Number of
Indicators
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
Number of
Indicators
5
5
5
78
86
87
88
89
Guatemala
Thailand
Macedonia
United Kingdom (Northern Ireland)
GTM
THA
MKD
IRE
5
5
5
5
Ranking
Country
Code
77
78
79
80
81
82
Bolivia
Kazakhstan
Palestine
United Kingdom (England and Wales)
United Kingdom (Scotland)
Uruguay
BOL
KAZ
SPL
ENG
SCO
URY
Number of
Indicators
6
6
6
6
6
6
Ranking
Country
Code
72
73
74
75
76
India
Indonesia
Luxembourg
Saint Kitts and Nevis
Sri Lanka
IND
IDN
LUX
KNA
LKA
Ranking
Country
Code
65
66
67
68
69
70
71
Brazil
China
Greece
Iceland
Israel
Kosovo
Saint Vincent and the Grenadines
BRA
CHN
GRC
ISL
ISR
KSV
VCT
Ranking
Country
Code
60
62
63
64
61
Azerbaijan
Jordan
Lichtenstein
Monaco
Dominican Republic
AZE
JOR
LIE
MCO
DOM
Number of
Indicators
7
7
7
7
7
Number of
Indicators
8
8
8
8
8
8
8
Number of
Indicators
9
9
9
9
9
79
80
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