Library

The reference reports, lists, datasets and investigations on child labour, newest first in each group. Each links to the publisher’s own copy.

Estimates and data

  1. Étude sur le travail des enfants dans la filière cacao au Cameroun

    National Institute of Statistics of Cameroon · Cocoa, Cameroon (in French)

    Measures the extent of child labour in Cameroon’s cocoa supply chain, its root causes, and recommendations to address it.

  2. Child Labor Report data, 2016 to 2022 (Sweat & Toil)

    US Department of Labor · Child labour and forced labour, worldwide

    Machine-readable data from ILAB’s three reports: the Findings, the List of Goods, and the list of products made with forced or indentured child labour.

  3. Child Labour: Global estimates 2024, trends and the road forward

    ILO and UNICEF · Global and regional, children aged 5 to 17

    The fourth joint estimate. It finds nearly 138 million children in child labour in 2024, almost 8 per cent of all children, 54 million of them in hazardous work, and a fall of over 20 million since 2020. It states that the target of ending child labour by 2025 was missed.

  4. Global Report on Trafficking in Persons 2024

    UNODC · Trafficking in 156 countries

    The eighth global report on trafficking. UNODC reports child trafficking rising, with children 38 per cent of detected victims.

  5. Global Slavery Index 2023

    Walk Free · Modern slavery in 160 countries, all ages

    Estimates the prevalence of modern slavery by country, which it defines to include forced labour, forced marriage, debt bondage and the sale and exploitation of children. It is the source of this index’s modern-slavery column.

  6. Global Estimates of Modern Slavery: Forced Labour and Forced Marriage

    ILO, Walk Free and IOM · Global; forced labour of children

    Estimates 3.3 million children in forced labour, about 12 per cent of everyone in forced labour.

  7. Child Labour: Global estimates 2020, trends and the road forward

    ILO and UNICEF · Global and regional, children aged 5 to 17

    Found 160 million children in child labour at the beginning of 2020, almost 1 in 10 of all children worldwide.

  8. Assessing progress in reducing child labor in cocoa production in cocoa-growing areas of Côte d’Ivoire and Ghana

    NORC at the University of Chicago · Cocoa, Côte d’Ivoire and Ghana, 2018 to 2019 season

    Funded by the US Department of Labor. It found 1.56 million children in child labour in cocoa production in the two countries. The governments raised methodological concerns, set out in the report’s annex.

  9. Ending child labour, forced labour and human trafficking in global supply chains

    ILO, OECD, IOM and UNICEF · Global supply chains

    The first joint attempt to measure these abuses in supply chains. It finds a significant share of child labour in their lower tiers, in raw-material extraction and agriculture, where due diligence and traceability are hardest.

  10. Global estimates of child labour: Results and trends, 2012 to 2016

    ILO · Global and regional

    Sets out the scale, prevalence and key characteristics of child labour as of 2016.

Government reports and lists

  1. 2026 Trafficking in Persons Report

    US Department of State · 188 countries and areas; April 2025 to March 2026

    Ranks each government’s response to human trafficking in tiers, and describes forced child labour as forced labour schemes in which traffickers compel children to work. It was released 100 days after its statutory deadline. It is the source of this index’s trafficking-tier column.

  2. ICI Annual Report 2025

    International Cocoa Initiative · Cocoa; Cameroon, Côte d’Ivoire, Ghana and Nigeria

    Reports the reach of its members’ monitoring and remediation systems to September 2025 and the share of covered children found in child labour. The figures are ICI’s own.

  3. 2024 Findings on the Worst Forms of Child Labor

    US Department of Labor, ILAB · 131 countries and territories

    The yearly assessment of each government’s effort against the worst forms of child labour, graded from significant advancement to no advancement. It is the source of this index’s government-effort column.

  4. Review of WHD efforts to address child labor law violation challenges

    US Department of Labor, Office of Inspector General · United States

    Finds that between fiscal years 2019 and 2023 the number of minors employed in violation of US child labour law found by the Wage and Hour Division rose by 88 per cent.

  5. 2025 Trafficking in Persons Report

    US Department of State · Global

    The previous edition of the trafficking report, with the same section on forced child labour.

  6. 2024 List of Goods Produced by Child Labor or Forced Labor

    US Department of Labor, ILAB · 204 goods from 82 countries and areas

    The goods ILAB has reason to believe are produced with child labour or forced labour, by country. ILAB says it keeps the list mainly to raise public awareness. It is the source of this index’s goods column.

Investigations

  1. Feasibility study for a child-friendly grievance mechanism in Ghana

    International Cocoa Initiative · Cocoa, Ghana

    Commissioned from Partner Africa to understand how children can safely report concerns and get support.

  2. “I Must Work to Eat”: Covid-19, Poverty, and Child Labor in Ghana, Nepal, and Uganda

    Human Rights Watch · Ghana, Nepal, Uganda

    Reports that the pandemic’s economic impact, school closures and inadequate government assistance pushed children into exploitative and dangerous work.

Guidance

  1. Marrakech Global Framework for Action against Child Labour

    ILO · Global

    Adopted at the 6th Global Conference on the Elimination of Child Labour, Marrakech, February 2026. It calls for stronger implementation of conventions C138 and C182, better enforcement and coordinated action to eliminate child labour by 2030.

  2. Worst forms of child labour: assessing progress and persisting challenges (A/HRC/60/28)

    UN Human Rights Council · Worst forms of child labour, global

    The report of the Special Rapporteur on contemporary forms of slavery. It finds that ending the worst forms of child labour needs stronger enforcement, international cooperation and community-based strategies that involve children, and notes hazardous work in digital and conflict settings.

  3. Durban Call to Action on the Elimination of Child Labour

    ILO · Global

    Adopted at the 5th Global Conference, the first held in Africa and the first in which children took part. It calls for urgent action to end child labour.

Research

  1. Discrepancies in reported time use, economic activities and education between children and proxy respondents

    UNICEF Innocenti and University of Ghana · Survey method; Ghana and Burkina Faso

    Finds that in Ghana, children’s own answers gave child-labour prevalence estimates about 20 per cent higher than answers given for them by adults.

  2. Child labour in cocoa growing regions of Ghana and Côte d’Ivoire: an analysis of academic attainment

    Global Public Health · Cocoa, Ghana and Côte d’Ivoire

    Uses survey data on 3,338 schoolchildren to examine how child labour relates to educational attainment, and how harmful and non-harmful cocoa work differ.