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Claim analyzed
General“The Walk Free Foundation's Global Slavery Index 2023 lists the six countries with the largest numbers of people in modern slavery as India, China, North Korea, Pakistan, Russia, and Indonesia.”
Submitted by Brave Badger c743
The conclusion
Open in workbench →Walk Free's 2023 data supports the ranking named in the claim. In the report's global findings, those six countries are the top six by estimated number of people in modern slavery. The only notable caveat is that the report more explicitly presents a top-ten ranking and separately highlights a different six-country G20 grouping.
Caveats
- The report's most explicit presentation is a top-ten ranking, not a standalone official 'top six' list.
- Elsewhere, Walk Free refers to a different set of six countries in a G20 context: India, China, Russia, Indonesia, Türkiye, and the United States.
- The claim concerns absolute numbers of people, not prevalence rates; those are different measures and produce different country rankings.
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Sources
Sources used in the analysis
Walk Free says the Global Slavery Index 2023 is its flagship report and that it provides national estimates of modern slavery for 160 countries. The page states: "49.6M people in modern slavery" and lists country estimates including "11M people in India," "5.8M people in China," and "2.3M people in Pakistan."
The report states that six G20 nations feature among those with the highest numbers of individuals in modern slavery: India (11 million), China (5.8 million), Russia (1.9 million), Indonesia (1.8 million), Türkiye (1.3 million), and the United States (1.1 million).
The 2023 Global Slavery Index estimates that 50 million people were living in modern slavery in 2021. The report revealed six G20 nations are among the countries with the largest number of people in modern slavery: India (11 million), China (5.8 million), Russia (1.9 million), Indonesia (1.8 million), Türkiye (1.3 million), and the United States (1.1 million).
The 10 countries with the largest estimated numbers of people in modern slavery include some of the world’s most populous. Collectively, these countries — India (11 million), China (5.8 million), North Korea (2.7 million), Pakistan (2.3 million), Russia (1.9 million), Indonesia (1.8 million), Nigeria (1.6 million), Türkiye (1.3 million), Bangladesh (1.2 million), and the United States (1.1 million) — account for nearly two in every three people living in modern slavery and over half the world’s population.
Walk Free's summary notes that the 2023 report identifies the ten countries with the highest rates of modern slavery as North Korea, Eritrea, Mauritania, Saudi Arabia, Türkiye, Tajikistan, the United Arab Emirates, Russia, Afghanistan, and Kuwait. It also highlights six G20 nations among the highest absolute numbers, including India, China, Russia, and Indonesia.
Statista, citing Walk Free’s Global Slavery Index 2023, states: "An estimated 50 million people were living in modern slavery as of 2021, according to the Walk Free's flagship report Global Slavery Index 2023." It adds: "In terms of the largest estimated absolute numbers though, India ranks first (11,050,000 people in modern slavery), followed by China (5,771,000), North Korea (2,696,000), Pakistan (2,349,000), Russia (1,899,000), Indonesia (1,833,000) and Nigeria (1,611,000)." This reproduces the list of countries with the largest absolute numbers of people in modern slavery from the index.
Axios, reporting on the Global Slavery Index 2023, notes that: "The global population affected by modern slavery is on the rise, hitting 50 million in 2021." It further states: "The highest numbers of individuals living in modern slavery are found in, China North Korea Pakistan, Indonesia,, Turkey Bangladesh, the United States, with six of these nations being part of the G20." While the list is compressed and missing India in the snippet, it reflects the Global Slavery Index finding that a set of named countries have the highest absolute numbers of people in modern slavery.
The report says 50 million people were living in modern slavery in 2021, and that the largest estimated numbers of people in modern slavery are found in India, China, North Korea, Pakistan, Russia, Indonesia, Nigeria, Türkiye, Bangladesh, and the United States.
Walk Free's homepage excerpt states: "It is estimated that 49.6 million people live in modern slavery today." The site also promotes the Global Slavery Index 2023 as its major dataset on modern slavery.
Among the global findings, Walk Free notes that ten countries have the highest prevalence of modern slavery: North Korea, Eritrea, Mauritania, Saudi Arabia, Türkiye, Tajikistan, United Arab Emirates, Russia, Afghanistan, and Kuwait. Separately, it lists the ten countries with the largest estimated numbers of people in modern slavery as India, China, North Korea, Pakistan, Russia, Indonesia, Nigeria, Türkiye, Bangladesh, and the United States.
This overview of the Global Slavery Index says the index provides rankings across three dimensions, including "size of the problem (prevalence and absolute number), government response, and vulnerability."
A Reddit post discussing the Global Slavery Index 2023 reports: "The 2023 Global Slavery Index estimates 1,899,000 people currently living in slavery-like conditions in Russia. This includes forced labor, forced prostitution, debt bondage, forced servile marriage, exploitation of children, and forced prison labor." This figure matches the approximate 1.9 million people in modern slavery in Russia cited in secondary sources summarizing Walk Free’s data, supporting Russia’s inclusion among countries with the largest absolute numbers.
The page states that the index ranks countries by how prevalent slavery is in each country and by absolute numbers of the population that is in slavery. It is a reposting of Walk Free's fifth edition announcement.
The index ranks countries by estimated numbers of people in modern slavery and lists India, China, North Korea, Pakistan, Russia, and Indonesia in the leading group, but the full top-ten list also includes Nigeria, Türkiye, Bangladesh, and the United States.
Users discussing the 2023 Global Slavery Index note that Russia is reported to have several hundred thousand people living in modern slavery, and refer to Walk Free’s estimates of the largest national totals, which include India, China, North Korea, Pakistan, Russia, and Indonesia among others.
A Facebook post titled "Countries with the Highest Modern Slavery Rates" states: "The countries with the highest number of people living in modern slavery include India, China, North Korea, Pakistan, Russia, and Indonesia." This mirrors the list of countries at the top of Walk Free’s Global Slavery Index 2023 ranking by absolute number, though it omits additional countries such as Nigeria, Türkiye, Bangladesh, and the United States that are also listed in the original Walk Free report.
Walk Free’s Americas regional findings table lists estimated numbers of people in modern slavery by country for the Americas, but these figures contribute to the broader global ranking where India, China, North Korea, Pakistan, Russia, Indonesia, Nigeria, Türkiye, Bangladesh, and the United States are identified as having the largest estimated numbers of people in modern slavery worldwide.
An X (Twitter) post summarizing Walk Free’s data states: "Global Slavery Index 2023. The 10 Countries with the Largest Estimated Numbers of People in Modern Slavery 1. India 2. China 3. North Korea 4. Pakistan 5. Russia 6. Indonesia 7. Nigeria 8. Türkiye 9. Bangladesh 10. USA @WalkFree." This list aligns with the enumeration in the Global Slavery Index 2023 report of the countries with the largest estimated numbers of people in modern slavery.
The 2018 index is earlier than the claim being investigated, but it confirms Walk Free's methodology of publishing a country ranking on modern slavery and provides historical context for the series.
A social-media post repeats the claim that the six countries with the highest numbers of people in modern slavery are India, China, North Korea, Pakistan, Russia, and Indonesia, but it is not a reliable source for verification.
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Debate
Two AI advocates debated this claim using the research gathered.
Argument for
The Walk Free Foundation's Global Slavery Index 2023 explicitly identifies India, China, North Korea, Pakistan, Russia, and Indonesia as the top six countries with the largest absolute numbers of people in modern slavery, as confirmed by Walk Free's own global findings (Source 4, Source 10) and independent reporting (Source 6, Source 8). While the index lists a total of ten countries in this category, these six nations occupy the leading positions on that list in exact descending order of magnitude (Source 6, Source 18).
The Proponent conflates two distinct framings within the same report: Source 4 does list ten countries by absolute numbers, but the Proponent's selective truncation at six is an arbitrary editorial choice unsupported by the report itself, which presents no official 'top six' designation — only a top ten. Furthermore, the Proponent ignores that Source 2 and Source 3, drawn directly from Walk Free's own published report, explicitly frame the 'six countries' grouping as G20 nations — India, China, Russia, Indonesia, Türkiye, and the United States — demonstrating that the index's own authoritative 'six country' framing excludes North Korea and Pakistan entirely.
Argument against
The claim is false because it misrepresents the Global Slavery Index 2023's actual findings: as confirmed by Source 2 and Source 3, the six G20 nations highlighted by Walk Free as having the largest numbers are India, China, Russia, Indonesia, Türkiye, and the United States — not North Korea and Pakistan. While Source 4 and Source 6 do show North Korea and Pakistan in a broader top-ten list, the specific framing of 'six countries' in the index refers to the G20 grouping, which explicitly excludes North Korea and Pakistan and includes Türkiye and the United States instead, making the claim's named list demonstrably inaccurate.
The Opponent's argument relies on a strawman fallacy by conflating a specific G20-focused subset mentioned in Source 2 and Source 3 with the overall global ranking. The primary data from Walk Free in Source 4 and Source 10, as well as independent tracking in Source 6 and Source 18, confirms that the six countries with the absolute largest numbers of people in modern slavery globally are indeed India, China, North Korea, Pakistan, Russia, and Indonesia.
Panel Review
3 specialized AI experts evaluated the evidence and arguments.
Reviewer 1 — The Logic Examiner
The Global Slavery Index 2023 lists the top ten countries with the largest absolute numbers of people in modern slavery, and the top six in descending order are indeed India, China, North Korea, Pakistan, Russia, and Indonesia (Sources 4, 6, 10, and 18). The Opponent's objection relies on a false equivalence by conflating the overall global top six with a specific G20-only subset highlighted in other parts of the report.
Reviewer 2 — The Source Auditor
High-authority primary sources from Walk Free (Sources 2, 4, 10) explicitly list ten countries by absolute numbers with India-China-North Korea-Pakistan-Russia-Indonesia as the top six, but frame any 'six countries' grouping as G20 nations (India, China, Russia, Indonesia, Türkiye, US) rather than the claim's list. Independent high-authority outlets like Statista (Source 6) and Reuters (Source 8) reproduce the top-ten order without endorsing a designated 'six countries' framing matching the claim.
Reviewer 3 — The Precision Analyst
The claim states that the GSI 2023 lists six specific countries as having the largest numbers of people in modern slavery: India, China, North Korea, Pakistan, Russia, and Indonesia. Source 4 (Walk Free's own global findings page) and Source 6 (Statista reproducing Walk Free data) confirm that these six countries are indeed positions 1-6 in the top-ten list by absolute numbers, in that exact order. However, the report itself presents a 'top ten' list, not a 'top six,' and the only official 'six country' framing in the report (Sources 2 and 3) refers to six G20 nations (India, China, Russia, Indonesia, Türkiye, USA), which excludes North Korea and Pakistan. The claim's wording — 'lists the six countries with the largest numbers' — implies an official 'top six' designation that does not exist in the report; the report presents a top ten, and the six countries named do happen to be positions 1-6, but the claim's framing conflates this with the G20-specific 'six countries' language used in the report. The six named countries are factually the top six by absolute numbers per Sources 4, 6, 8, 10, 14, 18, making the claim substantively accurate even if the 'top six' framing is an editorial truncation rather than an official report designation.