Forced labour is a recognised issue in open ocean fishing, but historically the scale of this crime has been very hard to track. When a joint research team from Global Fishing Watch, emLab at UC Santa Barbara, and Liberty Shared was trying to find out more about the use of forced labour in fisheries, a breakthrough came when they asked a key question: What if vessels that use forced labour behave in fundamentally different observable ways from vessels that do not?

Based on this question, the researchers built a predictive model that can identify vessels that are highly likely to be using forced labour.

In this webinar, the research team explains how they developed a way in which to distinguish between vessels that use forced labour and those that do not – and the potential to use this model to build an actionable tool for practitioners in the future.

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Responsible Sourcing Tool
Online ToolsVideos

The Responsible Sourcing Tool is a free web platform created to help visualize and understand the risks of human trafficking in supply chains. Created by Verité, Made in a Free World, and the Aspen Institute, with support from the U.S. State Depart...Read More

The Freedom Fund’s Hotspot Model
Videos

Watch this video to learn how the Freedom Fund’s hotspot model is empowering local frontline organisations to end modern slavery. Some of these frontline partners work directly to free victims, while others address root causes by improving educatio...Read More

How to Mitigate the Risk of Child Labour in the Supply Chain
VideosWebinarsEvents

When: May 12, 2016 @ 4:00 pm – 6:00 pm

Extreme poverty and lack of livelihood opportunities result in some families sending their children to work on cocoa farms.  It is reported that some children are ‘sold’ to traffickers or farm owners, paying for a determined duration of labour.  Children...

TAGS: Global
Cambodia’s trafficked brides: The escalating phenomenon of forced marriage in China
COVID-19 resourcesNews & AnalysisVideosPublicationsEvents

When: May 11, 2022 @ 11:00 am – 12:30 pm

Report launch: Wednesday, 11 May 2022 16:00-17:30 ICT (Cambodia/Vietnam) | 11:00-12:30 CEST (Austria) | 10:00-11:30 BST (UK) The number of women travelling from Cambodia to China for forced or arranged marriages has surged since 2016 and experienced a further spike...