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Overview

The 2014 Global Slavery Index presents a ranking of 167 countries based on the percent of a country’s population that is estimated to be in modern slavery. This year we have also ranked countries based on what actions their governments are taking to end modern slavery. We also analysed the contextual factors that make people vulnerable to modern slavery.

How big is the problem?

The table below shows the prevalence of slavery, based on the percentage of the population enslaved and the estimated number of people enslaved by country. For more information on how to interpret the table or sort the data presented, please click on the help button.

Global Rankings

Country Index rank Slaves (percentage) Slaves (est.)
Iceland 167 0.007 23
Ireland 166 0.007 300
Luxembourg 165 0.013 71
New Zealand 164 0.013 600
Norway 163 0.013 700
Finland 162 0.013 700
Denmark 161 0.013 700
Switzerland 160 0.013 1100
Austria 159 0.013 1100
Sweden 158 0.013 1200
Portugal 157 0.013 1400
Greece 156 0.013 1400
Belgium 155 0.013 1500
Netherlands 154 0.013 2200
Australia 153 0.013 3000
Taiwan 152 0.013 3000
Canada 151 0.013 4600
Spain 150 0.013 6100
United Kingdom 149 0.013 8300
France 148 0.013 8600
Germany 147 0.013 10500
Italy 146 0.019 11400
United States 145 0.019 60100
Cuba 144 0.0362 4100
Brazil 143 0.0775 155300
Israel 142 0.0806 6500
Singapore 141 0.0998 5400
Latvia 140 0.1132 2300
Romania 139 0.1132 22600
Belarus 138 0.1215 11500
Madagascar 137 0.1326 30400
Kenya 136 0.1464 64900
Barbados 135 0.1488 400
Jamaica 134 0.1548 4200
Trinidad and Tobago 133 0.169 2300
Dominican Rep. 132 0.1754 18200
Hong Kong 131 0.1865 13400
Poland 130 0.1865 71900
Argentina 129 0.1865 77300
Korea 128 0.1865 93700
Japan 127 0.1865 237500
South Africa 126 0.2001 106000
Venezuela 125 0.2002 60900
Uruguay 124 0.2095 7100
Panama 123 0.2095 8100
Costa Rica 122 0.2095 10200
Chile 121 0.2095 36900
Nicaragua 120 0.2182 13300
El Salvador 119 0.2182 13800
Paraguay 118 0.2182 14800
Honduras 117 0.2182 17700
Bolivia 116 0.2182 23300
Guatemala 115 0.2182 33800
Ecuador 114 0.2182 34300
Peru 113 0.2182 66300
Colombia 112 0.2182 105400
Mexico 111 0.2182 266900
Papua New Guinea 110 0.23 16800
China 109 0.2388 3241400
Gabon 108 0.2476 4100
Kosovo 107 0.2476 4500
Ukraine 106 0.2476 112600
Turkey 105 0.2476 185500
Mauritius 104 0.2541 3300
Philippines 103 0.2655 261200
Indonesia 102 0.2858 714100
Saudi Arabia 101 0.2919 84200
Tunisia 100 0.3063 33300
Timor-Leste 99 0.3404 4000
Turkmenistan 98 0.3592 18800
Kyrgyzstan 97 0.3592 20500
Lao PDR 96 0.3592 24300
Tajikistan 95 0.3592 29500
Azerbaijan 94 0.3592 33800
Kazakhstan 93 0.3592 61200
Sri Lanka 92 0.3592 73600
Cameroon 91 0.3592 79900
Uganda 90 0.3592 135000
Vietnam 89 0.3592 322200
Montenegro 88 0.36 2200
Cyprus 87 0.36 4100
Estonia 86 0.36 4800
Slovenia 85 0.36 7400
Macedonia 84 0.36 7600
Albania 83 0.36 10000
Lithuania 82 0.36 10600
Armenia 81 0.36 10700
Bosnia and Herz. 80 0.36 13800
Croatia 79 0.36 15300
Georgia 78 0.36 16100
Slovakia 77 0.36 19500
Serbia 76 0.36 25800
Hungary 75 0.36 35600
Czech Rep. 74 0.36 37900
Bulgaria 73 0.3797 27600
Guyana 72 0.387 3100
Ethiopia 71 0.4141 389700
Eq. Guinea 70 0.4348 3300
Libya 69 0.4348 27000
Eritrea 68 0.4348 27500
Somalia 67 0.4348 45600
Zimbabwe 66 0.4348 61500
Angola 65 0.4348 93400
Yemen 64 0.4348 106100
Dem. Rep. Korea 63 0.4348 108200
Afghanistan 62 0.4348 132800
Myanmar 61 0.4348 231600
Iran 60 0.4348 336700
Bangladesh 59 0.4348 680900
Lebanon 58 0.48 21400
Jordan 57 0.48 31000
Malaysia 56 0.48 142600
Morocco 55 0.48 158400
Algeria 54 0.48 188200
Egypt 53 0.48 393800
Nigeria 52 0.4805 834200
Guinea-Bissau 51 0.5001 8500
Swaziland 50 0.5359 6700
Cape Verde 49 0.6368 3200
Brunei 48 0.7093 3000
Bahrain 47 0.7093 9400
Kuwait 46 0.7093 23900
Oman 45 0.7093 25800
Thailand 44 0.7093 475300
Djibouti 43 0.7114 6200
Gambia 42 0.7114 13200
Sierra Leone 41 0.7114 43300
Burundi 40 0.7114 72300
S. Sudan 39 0.7114 80400
Guinea 38 0.7114 83600
Rwanda 37 0.7114 83800
Chad 36 0.7114 91200
Mali 35 0.7114 108900
Côte d’Ivoire 34 0.7114 144500
Tanzania 33 0.7114 350400
Russia 32 0.7315 1049700
Lesotho 31 0.7456 15500
Liberia 30 0.7456 32000
Togo 29 0.7456 50800
Benin 28 0.7456 77000
Senegal 27 0.7456 105400
Zambia 26 0.7456 108400
Malawi 25 0.7456 122000
Burkina Faso 24 0.7456 126300
Niger 23 0.7456 132900
Mozambique 22 0.7456 192600
Ghana 21 0.7456 193100
Nepal 20 0.8227 228700
Suriname 19 0.9068 4900
Botswana 18 0.9068 18300
Namibia 17 0.9068 20900
Mongolia 16 0.9068 25700
Moldova 15 0.9362 33300
Cambodia 14 1.0292 155800
Iraq 13 1.0351 345900
United Arab Emirates 12 1.0572 98800
Rep. of the Congo 11 1.1061 49200
Central African Rep. 10 1.13 52200
Syria 9 1.13 258200
Sudan 8 1.13 429000
Dem. Rep. Congo 7 1.13 762900
Pakistan 6 1.13 2058200
India 5 1.1409 14285700
Qatar 4 1.3563 29400
Haiti 3 2.3041 237700
Uzbekistan 2 3.9729 1201400
Mauritania 1 4 155600

 

Around the world today, there are an estimated 35.8 million men, women and children trapped in modern slavery

It is important to note that we are not asserting that there has been an increase in modern slavery around the world over the last year. We believe that this increase is due to the improved accuracy and precision of our measures and that we are uncovering modern slavery where it was not seen before. Five countries are appearing in the Global Slavery Index for the first time: Taiwan, South Sudan, North Korea, Kosovo and Cyprus. A detailed description of the methodology underpinning this process can be found here.

A ranking of one in the Index indicates the most severely concentrated modern slavery situation; a ranking of 167 indicates the least severely concentrated modern slavery problem.

The ten countries with the highest estimated prevalence of modern slavery by population are: Mauritania, Uzbekistan, Haiti, Qatar, India, Pakistan, the Democratic Republic of the Congo, Sudan, Syria and the Central African Republic.

The countries with the largest estimated numbers of people in modern slavery are: India, China, Pakistan, Uzbekistan, Russia, Nigeria, the Democratic Republic of the Congo, Indonesia, Bangladesh, and Thailand. Taken together, these countries account for 71 percent of the estimated 35.8 million people in modern slavery.

As was the case in 2013, the West African nation of Mauritania ranks number one in the Index. In 2014, an estimated four percent of the population – approximately 155,600 people – are enslaved in Mauritania, a country with deeply entrenched hereditary slavery. In the past 12 months, the Mauritanian Government has taken positive steps to address slavery, adopting a plan of action recommended by the United Nations Special Rapporteur on Contemporary Forms of Slavery. The government has agreed, amongst other things, to establishing a special tribunal to adjudicate cases of slavery. While this progress is important, it may be several years before these changes have any impact on the size of the problem.

The Republic of Uzbekistan, a Central Asian nation whose economy relies heavily on cotton production and export, is second in the Index. The rise in Uzbekistan’s ranking is a direct reflection of government-imposed forced labour. While it is very difficult to obtain accurate estimates of modern slavery in Uzbekistan, the role of the government in forcing citizens to pick cotton for two months every year has been well-documented by numerous organisations.1 The most conservative of available estimates indicates that almost four percent – approximately 1,201,400 people – of the Uzbek population is subjected to modern slavery during the annual cotton harvest.

Several other countries rose in the rankings in 2014. Those that entered the top ten include: Qatar, the Democratic Republic of the Congo, Sudan, Syria and the Central African Republic.

Qatar hosts significant numbers of foreign workers, and has risen in the ranking due to improved survey data giving better insight to the high number of enslaved migrant workers in the nation. It is ranked fourth with an estimated 1.4 percent of the population in modern slavery. We consider this to be a conservative estimate.

The ranking of Pakistan, the Democratic Republic of the Congo (DRC), Sudan, Syria and the Central African Republic in the top ten reflects the impact of war and conflict on modern slavery. Conflict brings an almost immediate end to the rule of law, as well as bringing most infrastructure, normal services and governmental processes to a halt. In conflict, exploitation becomes an immediate threat to an increased proportion of the population. Over one percent of the population of Pakistan, the Democratic Republic of the Congo, Sudan, Syria and Central African Republic is estimated to be in modern slavery. In absolute terms, this is approximately 2,058,200 people from Pakistan, 762,900 people from DRC, 429,000 people from Sudan, 258,200 people from Syria, and 52,200 people from the Central African Republic.

Ireland and Iceland sit at 166 and 167 in the 2014 Index with the lowest prevalence of modern slavery. While the estimated proportion of the population in modern slavery in each country is small (0.0007, or seven in every 10,000 persons in the population), no country in the Global Slavery Index is free of modern slavery. Ireland and Iceland are estimated to have approximately 300 and up to 100 people in modern slavery, respectively.

Government Response

In the table below, each country was given a letter rating based the strength of government responses to modern slavery. The highest possible rating is an AAA, and the lowest a D. For more information on how to interpret the table or sort the data presented, please click on the help button.

Rank of countries by government response

Country Response rating Survivors are supported Criminal justice Coordination and accountability Attitudes, social systems and institutions Business and government
Sweden A 77.8 88.1 66.7 87.5 0
Netherlands AA 88.9 95.2 100 87.5 0
Peru B 50 54.8 58.3 50 0
Lithuania B 50 61.9 58.3 50 0
Romania B 50 66.7 50 75 0
Nigeria B 61.1 73.8 58.3 43.8 0
Mexico B 55.6 73.8 50 50 0
Cyprus B 61.1 76.2 58.3 37.5 0
Nepal B 44.4 73.8 58.3 62.5 0
Guatemala B 44.4 66.7 50 56.3 0
Paraguay B 38.9 78.6 50 62.5 0
Chile B 44.4 66.7 50 56.3 0
Finland B 61.1 59.5 66.7 56.3 0
Iceland B 44.4 54.8 66.7 50 0
Bulgaria B 50 59.5 58.3 50 0
Jamaica B 55.6 73.8 66.7 43.8 0
Israel B 44.4 66.7 25 62.5 0
Thailand B 50 61.9 58.3 50 0
Nicaragua B 44.4 64.3 58.3 43.8 0
Indonesia B 50 54.8 50 62.5 0
Greece B 55.6 54.8 50 50 0
Czech Rep. B 44.4 73.8 58.3 62.5 0
United Arab Emirates B 77.8 73.8 41.7 43.8 0
Azerbaijan B 66.7 59.5 50 37.5 0
Poland BB 61.1 73.8 75 50 0
Argentina BB 77.8 92.9 25 56.3 0
Brazil BB 61.1 52.4 75 87.5 50
Italy BB 66.7 71.4 41.7 50 0
Montenegro BB 83.3 81 66.7 43.8 0
Macedonia BB 72.2 59.5 83.3 50 0
Serbia BB 66.7 81 50 56.3 0
Slovakia BB 66.7 66.7 66.7 62.5 0
Slovenia BB 61.1 73.8 58.3 43.8 0
Philippines BB 61.1 71.4 58.3 56.3 0
New Zealand BB 50 66.7 41.7 87.5 0
Hungary BB 55.6 73.8 66.7 68.8 0
Taiwan BB 61.1 61.9 50 62.5 0
Germany BB 61.1 66.7 58.3 56.3 0
France BB 50 81 50 68.8 0
Canada BB 44.4 81 58.3 81.3 0
Denmark BB 66.7 66.7 58.3 62.5 0
Latvia BB 61.1 81 58.3 50 0
Portugal BB 66.7 66.7 75 50 0
Spain BBB 72.2 73.8 58.3 68.8 0
Switzerland BBB 72.2 81 75 68.8 0
United States BBB 94.4 95.2 75 93.8 75
Georgia BBB 66.7 83.3 75 62.5 0
Belgium BBB 55.6 88.1 58.3 75 0
Croatia BBB 66.7 73.8 75 75 0
Australia BBB 72.2 88.1 66.7 81.3 50
Austria BBB 72.2 81 58.3 68.8 0
Norway BBB 66.7 81 75 68.8 0
Ireland BBB 66.7 81 75 75 0
United Kingdom BBB 77.8 81 66.7 81.3 0
Lebanon C 38.9 31 41.7 31.3 0
Swaziland C 22.2 19 33.3 18.8 0
Papua New Guinea C 27.8 26.2 8.3 18.8 0
Kuwait C 16.7 38.1 16.7 31.3 0
Tunisia C 22.2 38.1 16.7 37.5 0
Hong Kong C 27.8 14.3 16.7 25 0
Angola C 16.7 26.2 25 31.3 0
Djibouti C 11.1 31 33.3 25 0
Brunei C 22.2 35.7 16.7 37.5 0
Algeria C 16.7 52.4 33.3 6.3 0
Somalia C 27.8 19 25 18.8 0
Kyrgyzstan C 16.7 31 33.3 31.3 0
Zimbabwe C 22.2 31 16.7 31.3 0
Guinea-Bissau C 16.7 26.2 41.7 25 0
Oman C 33.3 40.5 25 18.8 0
Yemen C 11.1 26.2 33.3 37.5 0
Haiti C 22.2 38.1 25 18.8 0
Chad C 22.2 26.2 25 18.8 0
Morocco C 16.7 19 25 25 0
Mali C 16.7 16.7 33.3 25 0
Tanzania C 22.2 33.3 25 25 0
Guinea C 16.7 38.1 25 31.3 0
Cuba C 22.2 45.2 16.7 18.8 0
Suriname C 11.1 40.5 33.3 25 0
S. Sudan C 16.7 31 16.7 18.8 0
Russia C 33.3 52.4 25 12.5 0
Niger C 11.1 52.4 25 25 0
Sudan C 16.7 26.2 25 25 0
Dem. Rep. Congo C 22.2 31 33.3 12.5 0
Saudi Arabia C 33.3 38.1 41.7 18.8 0
Lao PDR CC 27.8 54.8 41.7 25 0
Gambia CC 27.8 54.8 41.7 37.5 0
Madagascar CC 16.7 38.1 33.3 43.8 0
Liberia CC 33.3 66.7 41.7 18.8 0
Burundi CC 27.8 40.5 25 25 0
Burkina Faso CC 44.4 26.2 16.7 25 0
Mozambique CC 22.2 47.6 41.7 37.5 0
Timor-Leste CC 33.3 40.5 16.7 43.8 0
Ethiopia CC 22.2 59.5 25 37.5 0
Botswana CC 27.8 33.3 33.3 43.8 0
Guyana CC 44.4 40.5 25 37.5 0
Cape Verde CC 22.2 40.5 16.7 37.5 0
Honduras CC 22.2 40.5 50 43.8 0
Kazakhstan CC 50 45.2 33.3 18.8 0
Namibia CC 38.9 52.4 25 31.3 0
Lesotho CC 38.9 33.3 16.7 31.3 0
Mauritania CC 27.8 38.1 33.3 37.5 0
Bahrain CC 38.9 45.2 33.3 31.3 0
Qatar CC 50 52.4 41.7 37.5 0
Gabon CC 44.4 40.5 41.7 25 0
Singapore CC 33.3 19 41.7 31.3 0
Venezuela CC 22.2 26.2 25 37.5 0
Kenya CC 33.3 40.5 25 43.8 0
Afghanistan CC 38.9 40.5 25 31.3 0
Côte d’Ivoire CC 16.7 52.4 58.3 31.3 0
El Salvador CC 27.8 40.5 41.7 37.5 0
Pakistan CC 33.3 33.3 33.3 31.3 0
Rwanda CC 33.3 52.4 33.3 18.8 0
Tajikistan CC 22.2 33.3 50 50 0
Bolivia CC 22.2 71.4 33.3 43.8 0
Togo CC 33.3 45.2 33.3 31.3 0
Egypt CC 38.9 52.4 41.7 43.8 0
Kosovo CCC 38.9 61.9 50 18.8 0
Ghana CCC 33.3 59.5 33.3 43.8 0
Belarus CCC 61.1 45.2 41.7 37.5 0
Luxembourg CCC 50 73.8 33.3 31.3 0
Colombia CCC 33.3 40.5 33.3 50 0
Zambia CCC 55.6 61.9 58.3 37.5 0
Barbados CCC 33.3 52.4 41.7 50 0
Ecuador CCC 38.9 52.4 41.7 37.5 0
Armenia CCC 38.9 61.9 16.7 43.8 0
Costa Rica CCC 44.4 54.8 41.7 50 0
Trinidad and Tobago CCC 27.8 59.5 33.3 50 0
Sierra Leone CCC 38.9 69 33.3 37.5 0
Mauritius CCC 44.4 64.3 41.7 31.3 0
Jordan CCC 50 59.5 50 50 0
Panama CCC 16.7 61.9 58.3 43.8 0
Vietnam CCC 38.9 45.2 58.3 43.8 0
South Africa CCC 44.4 57.1 33.3 43.8 0
Uruguay CCC 44.4 35.7 41.7 50 0
Senegal CCC 38.9 45.2 41.7 56.3 0
Bangladesh CCC 38.9 61.9 50 50 0
Malawi CCC 50 47.6 16.7 43.8 0
Uganda CCC 38.9 47.6 50 43.8 0
China CCC 33.3 40.5 41.7 43.8 0
Moldova CCC 44.4 61.9 41.7 43.8 0
Dominican Rep. CCC 33.3 66.7 41.7 37.5 0
Myanmar CCC 38.9 33.3 66.7 31.3 0
Ukraine CCC 61.1 59.5 50 25 0
Albania CCC 61.1 52.4 41.7 37.5 0
Turkey CCC 38.9 52.4 41.7 31.3 0
Mongolia CCC 50 59.5 16.7 50 0
India CCC 50 47.6 33.3 62.5 0
Korea CCC 33.3 42.9 25 62.5 0
Cambodia CCC 44.4 66.7 41.7 37.5 0
Sri Lanka CCC 38.9 33.3 58.3 62.5 0
Benin CCC 27.8 40.5 50 43.8 0
Bosnia and Herz. CCC 50 59.5 41.7 31.3 0
Japan CCC 44.4 35.7 33.3 43.8 0
Malaysia CCC 50 40.5 33.3 31.3 0
Cameroon CCC 55.6 52.4 25 37.5 0
Estonia CCC 55.6 45.2 50 43.8 0
Iran D 0 11.9 8.3 0 0
Uzbekistan D 16.7 33.3 25 12.5 0
Dem. Rep. Korea D 0 0 8.3 0 0
Eq. Guinea D 5.6 19 8.3 18.8 0
Iraq D 22.2 26.2 16.7 18.8 0
Eritrea D 0 11.9 16.7 12.5 0
Turkmenistan D 5.6 45.2 16.7 18.8 0
Syria D 0 11.9 16.7 6.3 0
Libya D 5.6 23.8 16.7 12.5 0
Central African Rep. D 11.1 23.8 8.3 12.5 0
Rep. of the Congo D 11.1 19 25 25 0

While no country has a fully comprehensive response to modern slavery, most countries within the Index are taking some action to respond to the problem.
All countries, with the exception of North Korea, have domestic legislation which criminalises some form of modern slavery. This ranges from articles in their penal codes criminalising forced labour or child commercial sexual exploitation, through to fully fledged counter trafficking legislation. Australia and the United Kingdom currently criminalise all forms of modern slavery, including forced marriage. While in most countries there is room for improvement, some laws do exist to hold perpetrators to account in almost every country, which suggests much more could be done within existing frameworks.

Many countries have developed a national action plan to respond to forms of modern slavery (101 of 167 countries), and some have a national coordination body (140 of 167 countries). Nearly all countries participate in a relevant regional response (165 of 167 countries).

Identifying victims is a critical first step to ensuring that they are removed from harm and provided with support. Most governments provide some training to front line law enforcement on how to identify victims (150 of 167). In 2014, the Index does not take into account the scale or quality of the training. Fewer governments, however, are providing training for other potential ‘first responders’, that is those in the health and social services, teachers, or those who work in the tourism industry, who may also come into contact with victims. Ireland, Argentina, and Montenegro are particularly strong in running regular and systematic training for ‘first responders’.

Victim assistance for men, women and children is a weakness of all government responses. No country scored 100 percent on these activities while the majority of countries scored 50 percent or lower. Most countries either only provide short term assistance, neglecting long-term reintegration, or provide support solely for female or child victims.

Many countries are taking steps to respond to attitudes or institutions that enable modern slavery to exist (165 of 167). Of these governments, approximately 93 percent run public information campaigns to raise awareness of modern slavery, while only eight percent focus on behaviour change. Many countries also have in place safety nets, such as child protection systems, and protections for Internally Displaced Persons (IDPs), asylum seekers and stateless people (120 of 167 countries). While these protections may exist in paper, the challenge is how to assess if such protections operate in reality.

Globally, only three governments are making some efforts to prevent the use of forced or slave labour in their supply chains, and in the supply chains of businesses operating in their country. These include the United States, Brazil and Australia. These countries have either made a public commitment to address modern slavery within their own supply chains, such as Australia, or have taken more active steps to ensure supply chain transparency, such the United States’ Executive Order, or Brazil’s Register of Companies (the Dirty List).

The Netherlands has the strongest response to modern slavery of the 167 countries examined, scoring highly across victim assistance programmes, criminal justice responses, and responding to institutional risk. The Netherlands includes the private sector in its National Action Plan and conducts independent evaluations.

Other governments in the top ten responses are, Sweden, the United States, Australia, Switzerland, Ireland, Norway, the United Kingdom, Georgia and Austria. Common characteristics of each of these countries are a strong political will to respond to the issue and a strong rule of law. These countries are also starting to take ownership of the link between business and modern slavery. In Brazil, companies that profit from slave labour are named and shamed. In the US, the government has taken steps to ensure its procurement practices are not contributing to modern slavery. In Australia, public procurement rules identify modern slavery as an important issue when considering the ethical behaviour of suppliers, but it is not clear if this has translated to action yet.

While these efforts are commendable, most countries within the top ten responses have strong economies, and also benefit from low prevalence and low risk across all vulnerability dimensions (indicating state stability, respect for human rights and rule of law). Despite these strong economies, none of these countries have a perfect response to modern slavery. In the US, victim support services are currently underfunded, and skewed towards supporting victims of sexual exploitation, but not forced labour despite recent studies confirming the significance of this problem. Victim support services in the Netherlands also focus predominately on those who experience commercial sexual exploitation.

The actions of Georgia deserve credit – despite having a weaker economy than many countries covered by the Index and ranking 78th in the Global Slavery Index for prevalence, the government has taken some strong steps to eradicate modern slavery. More, however, could be done to provide training to those who would ordinarily identify victims, and to address vulnerability factors.

In several of the countries in the top ten of responses, there is evidence of discriminatory migration policies, deportation of potential victims without sufficient screening, or criminalisation of victims for actions whilst under the control of criminals. The United Kingdom, for example, has been accused of deporting, or detaining in immigration detention centres, foreign migrants who are potential victims of modern slavery. There are inconsistencies in Australia’s screening processes of vulnerable migrant populations, such as asylum seekers, for indicators of trafficking. There have also been reports of children being treated as offenders in the United States for conduct committed as a direct result of being sold to others for sexual exploitation. Unaccompanied minors can also be subject to fast track screening and deportation at border points making it very unlikely for modern slavery to be detected.

Countries at the lower end of the ranking include North Korea, Iran, Syria, Eritrea, the Central African Republic, Libya, Equatorial Guinea, Uzbekistan, the Republic of the Congo and Iraq. These countries are characterised by weak economies, high levels of instability caused by recent conflict, such as Libya and Syria, or government complicity in modern slavery. Uzbek cotton, produced with forced labour, is exported to Bangladesh, South Korea and China. In North Korea, prisoners in the gulag system – or forced labour camps – produce hardwoods for export to Japan. The forced labour systems in both Uzbekistan and North Korea are major contributors to their national economies.

Hong Kong, Kuwait and Saudi Arabia each have either a strong or middle range economy, but have a particularly poor response to modern slavery. The kafala system, which ties an employee to an employer, has facilitated significant abuses of domestic and construction workers in the Middle East. Hong Kong is part of a small group of countries in South East Asia, such as Japan, Malaysia and Singapore, who, despite their relative wealth, have done little to respond to the problem within their borders.

Overall, many countries appear to have responses in place on paper, yet modern slavery still persists. This indicates that these responses are either not fit for purpose, or are not being fully implemented, or a combination of the two. Countries in South East Asia, such as Thailand and Indonesia, appear to have strong responses on paper, but these are often poorly implemented, or are hampered by high levels of corruption.

Vulnerability

The vulnerability table below shows factors that put a country’s residents at risk of modern slavery. The higher the score, the more vulnerable a country’s population is to slavery. For more information on how to interpret the table or sort the data presented, please click on the help button.

Global data table – vulnerability

Country Mean vulnerability Slavery policy Human rights Development State stability Discrimination
Norway 11.3 11.6 16 25.6 7.8 2.5
Netherlands 11.4 11.6 9.2 25.1 13.5 8.4
Australia 11.5 11.6 2.9 24.8 13.5 15.1
New Zealand 12.7 15.1 8.6 26.6 6.6 6.8
Sweden 13.5 8.1 15.7 26.5 10.1 10.9
Austria 14.9 4.5 17.3 23.9 14.4 14.4
United Kingdom 15.1 8.1 10.3 17.1 18.4 17.6
Canada 15.5 8.1 16.8 25.4 11.2 19.7
Finland 16 4.5 22.2 26.2 8.9 14.4
Belgium 16 4.5 18.1 26.8 14.9 15.9
Luxembourg 17 32.8 2.4 10.9 9.9 21.6
Germany 17.6 11.6 24.7 25.1 14.4 12.2
Denmark 18.4 43.4 16.8 25.2 3.5 6.2
United States 19.9 8.1 17.9 22.2 26.1 25.4
Iceland 20 54 19 22.4 12.1 3
Slovenia 20.7 4.5 15.1 29.6 16.1 34.8
Ireland 20.7 18.7 18.1 27.1 16.7 19.5
Portugal 21.4 18.7 13 28.2 17 29.7
Switzerland 22 32.8 23.3 21.1 10.6 25.5
Taiwan 22.7 11.6 28.4 17.1 27.7 28.9
Spain 22.7 15.1 27.9 22.8 22.6 17.6
France 22.8 25.8 25.8 28 21 23.9
Czech Rep. 24 8.1 27.9 28.7 17.7 37.6
Hong Kong 25 64.6 3.5 21.1 10.9 25.2
Poland 25.5 1 21.7 27.1 22.2 48.2
Slovakia 28.8 11.6 28.5 31.2 39.3 33.4
Argentina 29.5 25.8 30.7 30.3 46.5 21.3
Italy 29.6 32.8 21.9 24 38.1 31.3
Cyprus 29.8 25.8 27.7 29 20.7 46
Japan 29.9 61.1 17.6 23.4 11.4 40
Korea 30.3 22.2 39.2 30.8 30.5 36
Estonia 30.6 50.5 13.2 28.1 24.6 43.5
Uruguay 31.4 57.6 14.6 31.3 33.6 26.8
Chile 31.5 36.4 20 31.7 23.6 45.7
Croatia 33.7 43.4 33.8 30.8 30.3 37
Costa Rica 34.2 54 22.5 34.6 39.1 24.5
Brazil 34.6 22.2 28 33.3 50.2 42.5
Singapore 35.1 22.2 51.9 28.2 16.8 59.4
Lithuania 35.2 47 36.4 24.5 27.1 44.3
Hungary 35.3 54 30.8 33.8 22.1 32.4
Bulgaria 35.5 22.2 42.4 30.9 47.9 34.1
Serbia 37 25.8 45.4 34.1 43.2 40.2
Latvia 37.7 43.4 34.8 30 38.8 45.1
Israel 37.8 29.3 43.9 28.7 32 58.4
Romania 38.1 25.8 50.1 34.8 42.8 40.6
Barbados 38.5 57.6 17.5 42.3 23.1 42.3
Mauritius 39 68.2 30.8 38.9 21.4 42.3
Macedonia 39.7 25.8 41.7 33.7 54.9 46
Montenegro 40.8 36.4 38.8 30.3 49.5 49
Kosovo 40.9 22.2 45 36.3 48.4 56.3
Cape Verde 41.3 50.5 9.3 43.6 33.6 61.4
Greece 41.4 36.4 49.8 30.2 43.3 50.9
Jamaica 41.7 36.4 23.9 54.9 54.5 49.7
Moldova 41.8 4.5 58 40.1 52.6 53.6
Ecuador 42.1 39.9 49.6 32.2 57.7 34.7
Panama 42.1 68.2 28 35.6 46.8 42.6
Armenia 42.1 4.5 63.7 35.7 51.6 54.8
Trinidad and Tobago 42.8 64.6 27.7 36.2 41.5 36.8
El Salvador 42.9 32.8 32.6 44.9 61.4 53.5
South Africa 43.3 43.4 24.8 38.2 46.9 55.6
Mongolia 44 64.6 28.5 35.7 42.5 44.9
Mexico 45.2 39.9 40.9 39 60.2 42.7
Suriname 45.2 47 23 53.3 35.7 63.4
Peru 45.4 43.4 46.2 35.6 48.9 53.1
Bosnia and Herz. 45.7 29.3 57.2 34.9 46.4 53.8
Colombia 45.8 43.4 43.3 38.7 57.9 49.2
Nicaragua 45.9 8.1 59.6 60.9 59.7 41.2
Paraguay 46.3 43.4 36.5 43.3 61.5 53.9
Albania 46.3 47 43.6 36 57 55.3
United Arab Emirates 46.8 39.9 85 34.4 34.1 40.6
Philippines 47.1 36.4 41.4 45.6 52.5 59.4
Ukraine 48 57.6 46 38.9 61.1 40
Kazakhstan 49.1 36.4 75.8 34 57.8 38
Bolivia 49.5 54 42.3 53.4 60.5 48.3
Gabon 50.5 50.5 45.6 49.8 46.4 63.8
Qatar 50.8 50.5 82.3 28.1 26.1 70.1
Turkey 50.9 50.5 63.7 39.6 44.2 62.9
Georgia 51.1 57.6 71.9 37 45.9 46.8
Namibia 51.2 78.8 23 49.6 35.7 72.5
Tajikistan 51.4 39.9 78 51.1 57.1 38.5
Brunei 51.4 43.4 86.7 36.6 30.3 67
Thailand 51.5 57.6 60 40 44.6 58.6
Dominican Rep. 51.7 47 54.3 41.2 60.5 59.3
Guatemala 51.7 32.8 44.6 44.1 66.8 58.8
Botswana 51.8 85.9 35.5 50.2 29.6 53.6
Tunisia 52 64.6 45 40.8 48.3 53.9
Venezuela 52.7 43.4 76.4 38.3 73.7 35
Nepal 53.2 61.1 61.7 64.9 50.7 30.1
Azerbaijan 53.7 43.4 85.2 36.7 59.5 43.3
Indonesia 53.7 47 70 51.9 49.6 56
Timor-Leste 54.2 71.7 23 60.5 58.2 57
Kyrgyzstan 54.2 68.2 64.3 45.3 57 43.1
Vietnam 54.3 47 91.8 45.1 49.4 41.7
Ghana 54.4 71.7 25.9 67.9 46.2 63.5
Cuba 55.5 68.2 97.3 51.6 44.8 1
Mozambique 55.5 54 44.9 77.8 55.5 41
Sri Lanka 55.7 64.6 69.7 47.1 58.9 34.2
Senegal 55.7 43.4 38.1 76.4 54.3 55.7
Burkina Faso 55.8 54 38.8 83.7 58.9 42.8
Oman 56.1 68.2 77.2 38 40.9 58.8
Russia 56.2 54 89.9 29.7 67 47.5
Uzbekistan 56.5 54 91.8 39 62.8 38.6
Uganda 56.7 39.9 72.4 72.4 51.2 54.4
India 56.7 85.9 58.9 54 56.5 38.3
Benin 56.7 61.1 36.7 80.3 51 50.1
Belarus 56.8 64.6 97.3 36.4 54.5 34.7
Guyana 57.3 71.7 39.9 68.4 49.8 67.5
Bangladesh 57.3 75.3 62 67.3 58.6 30
Lesotho 57.7 82.3 34 70.4 46 52.1
Malaysia 58.1 78.8 77.4 35.6 30.4 71.5
Bahrain 58.2 78.8 86.9 27.4 37.2 56.5
Cameroon 58.4 32.8 71.6 74.6 59.7 57
Malawi 58.6 64.6 43.5 89.1 41.6 57.9
Zambia 58.9 61.1 51.1 71.4 48.5 67.7
China 59 57.6 91.9 42.2 46.2 53.3
Liberia 59.7 78.8 35.9 81.6 53.7 52
Morocco 60 85.9 68.9 43.9 46.6 50.9
Togo 60.1 68.2 50.5 76.9 60.4 48.1
Niger 60.2 61.1 47.8 86.9 55.2 50.2
Egypt 60.6 50.5 82.1 42.9 49.9 77.2
Jordan 60.7 61.1 85.9 48.6 37.5 62.4
Honduras 61.1 54 53.8 58 75.6 64.4
Rep. of the Congo 61.7 64.6 50.5 69.6 57.3 69.4
Kuwait 61.8 89.4 69.9 34.3 36.8 78.2
Ethiopia 62.3 36.4 92.6 82.7 52.7 53.8
Gambia 62.5 57.6 53.3 82.5 60.6 58.8
Lebanon 62.5 68.2 64.8 38.2 62.5 78.4
Lao PDR 62.6 61.1 97.3 61.5 49.8 50
Cambodia 62.9 75.3 58.8 54.8 65.3 63.6
Sierra Leone 63 68.2 42 86 50.7 68.2
Rwanda 63.5 75.3 71.2 70.2 45.9 54.1
Nigeria 63.6 50.5 72.7 58.5 68.4 71
Kenya 63.6 78.8 68.5 54.4 67.3 56
Mali 64 92.9 41.7 81.4 64.5 45.7
Tanzania 64.2 54 62.9 81.6 54.9 67.5
Algeria 64.8 89.4 92.1 49.2 48.1 48.9
Turkmenistan 64.8 64.6 100 45 64.7 46.3
Swaziland 65 64.6 69.5 55.2 55.8 73.2
Côte d’Ivoire 65 57.6 65.6 78.5 67.6 55.7
Papua New Guinea 65 89.4 28.5 65.9 48.2 89.3
Angola 65.3 71.7 75.3 63.4 61.4 54.4
Djibouti 65.7 68.2 75.3 72.5 56.1 52.7
Saudi Arabia 65.9 82.3 91.8 36 49.5 72.2
Burundi 66.3 78.8 55.2 81.9 66.4 41.7
S. Sudan 66.7 82.3 53.3 78.5 72.5 57.3
Madagascar 67.4 64.6 64.8 79.8 59 58
Pakistan 69.5 85.9 79.2 60.4 68.9 60
Eq. Guinea 69.6 92.9 83.5 53.7 62.8 58.8
Guinea 70 71.7 64.3 82.4 69.7 61.5
Guinea-Bissau 70.3 92.9 50.5 82.6 72 60
Iran 71.4 96.5 92.8 41 58.1 68.4
Iraq 71.7 71.7 91.8 61.3 77.2 59
Haiti 71.9 68.2 67 81.3 64.3 75
Mauritania 72.2 92.9 75.3 76.8 62.7 67.6
Myanmar 72.3 68.2 91.8 71.8 61.8 64.5
Zimbabwe 73.5 85.9 91.8 63.9 70.9 53.5
Chad 73.7 75.3 60.7 86.4 74.1 64.9
Afghanistan 75.1 78.8 69.8 91.9 79.3 54.4
Dem. Rep. Korea 75.2 85.9 100 59.8 75.1 58.8
Libya 75.6 89.4 88.2 50 63 83.5
Syria 76.9 100 100 55.3 74.7 54.1
Central African Rep. 78.9 92.9 83.5 82.3 77 66.2
Dem. Rep. Congo 79.3 78.8 78 83.9 80.7 64.3
Yemen 80.6 89.4 94.5 64.6 69.7 84.4
Sudan 82.6 78.8 100 79.7 79.8 59.9
Eritrea 83.8 92.9 100 86.3 55.9 83.5
Somalia 94.9 85.9 100 92.8 85.5 100

In 2014, the Global Slavery Index examines the relative vulnerability of the population in individual countries to modern slavery, based on an analysis of data across five dimensions:

  1. National policies to combat modern slavery.
  2. The availability of human rights protections in a country.
  3.  The level of economic and social development in a country.
  4. The level of state stability in a country.
  5. The extent of women’s rights and levels of discrimination in a country.

In 2014, the ten countries where vulnerability is highest were: Somalia, Eritrea, Sudan, Yemen, the Democratic Republic of the Congo, the Central African Republic, Syria, Libya, North Korea, and Afghanistan. In an effort to better understand the relative significance of each of the dimensions noted above, we undertook statistical testing (bivariate analysis) to examine the correlations between these dimensions, and prevalence of modern slavery. Correlation results confirm that the relationship between each of these dimensions and prevalence is statistically significant.
The strongest relationships (in order of strongest to weakest) are seen between:

  • State Stability and Prevalence (r = 0.55, p<.01)
  • Human Rights and Prevalence (r = 0.53, p<.01)
  • Development and Prevalence (r = 0.41, p<.01)
  • Discrimination and Prevalence (r =0.40, p<.01)
  • State Policy on Modern Slavery and Prevalence (r = 0.38, p<.01)

Each of these results is statistically significant indicating the relationship is not the result of chance (the closer r is to 1, the stronger the relationship between the two variables). The stability or instability of a country is a significant factor; protective policies will have little impact when a country’s rule of law has broken down because of civil war, or ethnic or religious conflict. In the Global Slavery Index the State Stability measure is an aggregate of factors that examine a country’s level of corruption, governance, independence of its judiciary, relative level of peace, political stability, level of violent crime, and availability of small arms and light weapons. Statistical testing confirms the relevance of modern slavery to conflict situations as we have seen this year in Syria and the horrors perpetrated by the terrorist group Islamic State.

High levels of prejudice and discrimination in a society can create a context that marks some people as less important and less deserving of rights and protection, which in turn makes the crime of modern slavery easier to commit against them. In the Global Slavery Index seven variables are used to measure the extent and types of discrimination. These factors include: discrimination on the basis of sexual orientation, disability, immigration status, ethnicity, women’s political and economic rights, and the level of income inequality (Gini coefficient) in a given country. Statistical testing confirms the relationship between discrimination and prevalence of modern slavery.

Footnotes

  1. “Follow-up to the conclusions of the Committee on the Application of Standards International Labour Conference, 102nd Session, June 2013: Uzbekistan (Ratification: 2008)”, (International Labour Organization, 2014), accessed 22/09/14: http://www.ilo.org/dyn/normlex/en/f?p=1000:13100:0::NO:13100:P13100_COMMENT_ID:3149080; see also “Forced
    Labor in Uzbekistan: Report on the 2013 Cotton Harvest”, (Uzbek-German Forum for Human Rights, 2014), accessed 22/09/14: http://uzbekgermanforum.org/wp-content/uploads/2014/06/Forced-Labor-in-Uzbekistan-Report-2013.pdf

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Country briefs

View detailed country briefs that describe the nature of problem, government responses, and action needed to address modern slavery in 32 countries.

Country results

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Regional profiles

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Survivors are identified, supported to exit and remain out of modern slavery
Criminal justice mechanisms address modern slavery
Coordination and accountability mechanisms for the central government are in place
Attitudes, social systems and institutions that enable modern slavery are addressed
Businesses and governments through their public procurement stop sourcing goods and services that use modern slavery

Government response rating: AAA

Numerical range: 59 to 64

The general characteristics of a country that has received a rating of AAA are as follows:
The government has an implemented an effective and comprehensive response to all forms of modern slavery, with effective emergency and long-term reintegration victim support services, a strong criminal justice framework, high levels of coordination and collaboration, measures to address all forms of vulnerability, and strong government procurement policies and legislation to ensure that slavery is not present in business supply chains. There is no evidence of criminalisation or deportation of victims.

Government response rating: AA

Numerical range: 53 to 58

The general characteristics of a country that has received a rating of AA are as follows:
The government has implemented a comprehensive response to most forms of modern slavery, with strong victim support services, a robust criminal justice framework, demonstrated coordination and collaboration, measures to address vulnerability, and government procurement guidelines and/or supply chain policies or legislation to ensure that slavery is not present in business supply chains.

Government response rating: A

Numerical range: 47 to 52

The general characteristics of a country that has received a rating of A are as follows:
The government has implemented key components of a holistic response to some forms of modern slavery, with strong victim support services, a strong criminal justice framework, demonstrated coordination and collaboration, measures to address vulnerability, and may have taken action to ensure that government procurement policies do not encourage slavery.

Government response rating: BBB

Numerical range: 41 to 46

The general characteristics of a country that has received a rating of BBB are as follows:
The government has implemented key components of a holistic response to modern slavery, with victim support services, a strong criminal justice response, evidence of coordination and collaboration, and protections in place for vulnerable populations. Governments may be beginning to address slavery in supply chains of government procurement, or of businesses operating within their territory. There may be evidence that some government policies and practices may criminalise and/or cause victims to be deported.

Government response rating: BB

Numerical range: 35 to 40

The general characteristics of a country that has received a rating of BB are as follows:
The government has introduced a response to modern slavery, which includes short term victim support services, a criminal justice framework that criminalises some forms of modern slavery, a body to coordinate the response, and protections for those vulnerable to modern slavery.There may be evidence that some government policies and practices may criminalise and/or cause victims to be deported, and/or facilitate slavery.

Government response rating: B

Numerical range: 29 to 34

The general characteristics of a country that has received a rating of B are as follows:
The government has introduced a response to modern slavery, with limited victim support services, a criminal justice framework that criminalises some forms of modern slavery, (or has recently amended inadequate legislation and policies), a body or mechanisms that coordinate the response, and has policies that provide some protection for those vulnerable to modern slavery. There is evidence that some government policies and practices may criminalise and/or deport victims, and/or facilitate slavery. Services may be provided by International Organisations (IOs)/ NGOs with international funding, sometimes with government monetary or in-kind support.

Government response rating: CCC

Numerical range: 23 to 28

The general characteristics of a country that has received a rating of CCC are as follows:
The government has a response to modern slavery, with limited victim support services, a criminal justice framework that criminalises some forms of modern slavery, has a national action plan and/or national coordination body, and has policies that provide some protections for those vulnerable to modern slavery. There is evidence that some government policies and practices may criminalise and/or deport victims, and/ or facilitate slavery. Services may be largely provided by IOs/NGOs with international funding, with limited government funding or in-kind support.

Government response rating: CC

Numerical range: 17 to 22

The general characteristics of a country that has received a rating of CC are as follows:
The government has a limited response to modern slavery, with largely basic victim support services, a limited criminal justice framework, limited coordination or collaboration mechanism, and few protections for those vulnerable to modern slavery.There may be evidence that some government policies and practices facilitate slavery. Services are largely provided by IOs/NGOs with limited government funding or in-kind support.

Government response rating: C

Numerical range: 11 to 16

The general characteristics of a country that has received a rating of C are as follows:
The government response to modern slavery is inadequate, with limited and/or few victim support services, a weak criminal justice framework, weak coordination or collaboration, while little is being done to address vulnerability.There are government practices and policies that facilitate slavery. Services, where available, are largely provided by IOs/NGOs with little government funding or in-kind support.

Government response rating: D

Numerical range: <0 to 10

The general characteristics of a country that has received a rating of D are as follows:
The government has a wholly inadequate response to modern slavery, and/ or there is evidence of government sanctioned modern slavery. However, countries in this category may be experiencing high levels of poverty and internal conflict that may prevent, or hinder a response to modern slavery.