19 February 2026

The challenges of estimating prevalence in human trafficking research

Past event
Word cloud with images relating to human trafficking, including slavery, abuse, violence, crime, exploitation

This event took place on Thursday 19 February 2026 and has now ended.

The University of Hull's Wilberforce Institute hosts a public lecture by Professor Todd Landman, focusing on the challenges faced when estimating the prevalence of human trafficking.

In the 25th anniversary year of the Palermo Protocol, there is an increasing demand for prevalence estimations of different exploitative practices that fall under the categories of slavery, forced labour, and human trafficking. This paper sets out the many challenges of estimating prevalence and how different empirical methods overcome the fundamental problem of unobservability inherent in hard-to-find, or elusive populations. It sets out a series of arguments for how prevalence estimation contributes to anti-trafficking, the risks and challenges associated with prevalence estimation, and the variety of methodological approaches that can be and have been applied for prevalence estimation. It draws on the extant quantitative research on human rights to ground its discussion of unobservability, political methodology on the identification of countable units for prevalence estimation, a review of extant studies and methodological options, and examples of live prevalence estimation projects in the Philippines and India, including their use of complementary novel data streams and computational methods to provide greater context and understanding in which prevalence is situated. Throughout its discussion, the paper focuses on the relationship between samples and statistical inference, and how various methods can reduce uncertainty and improve estimation. The paper concludes with a stylised summary of the remaining lacunae and challenges, examples of best practice, and how prevalence estimation makes an imperfect and partial contribution to the broader efforts at combatting human trafficking.

Biography:

Todd Landman is Professor of Political Science in the School of Politics and International Relations and Research Director of the Rights Lab at the University of Nottingham. His research is on the quantitative analysis of human rights with a particular focus on modern slavery, forced labour, and human trafficking. He is Head of the Rights Lab’s Prevalence Estimation Team, leading on or is part of a variety of prevalence estimation projects in the United States, Europe, Asia, Africa, and Southeast Asia, and he has completed a scoping review on prevalence estimation methods for the UK, funded by the UK Independent Anti-Slavery Commissioner. He has published numerous research monographs, peer reviewed journal articles, reports, and policy briefs, while his research has taken him to over 50 countries.

The Wilberforce Institute Public Lectures programme:

We are delighted to be partnering once again with Hull Museums to offer attendees at our public lectures the chance to visit Wilberforce House Museum next door before joining us for the event.

Lectures will begin at 4 pm and will take place at our home in Oriel Chambers, 27 High Street, Hull, HU1 1NE. We are very grateful to Hull Museums for their generous support of the Wilberforce Institute’s public lecture programme, and we hope many of you will take the opportunity to explore their fascinating exhibitions beforehand.

Refreshments will be available from 3:45 pm, and we warmly invite you to stay afterwards for a glass of wine and the chance to chat with our speaker.

A limited number of in-person tickets are available. If you are unable to join us in Hull, you can still enjoy the lecture online – please select the appropriate ticket type when booking.

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This event took place on Thursday 19 February 2026 and has now ended.

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