[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/zbw/roswps/167.html
   My bibliography  Save this paper

Modern Slavery – An Empirical Analysis

Author

Listed:
  • Willert, Bianca
Abstract
Contemporarily, modern slavery represents one of the most serious human rights violations. Although most countries officially abolished slavery and ratified the 1926 Slavery Convention of the League of Nations, slavery and slave-like practices still exist in various forms throughout the world. This paper addresses why coercive relationships persist today and investigates how political decision-making, institutional environment and coercive labor practices are interlinked. Moreover, we investigate the interplay between domestic anti-slavery laws and the extent of modern slavery. This paper identifies social and economic determinants of modern slavery using a novel dataset. The panel data contain information on 144 countries and territories from 2002 - 2016 for various types of exploitation of adults and children. We study determinants of modern slavery using cluster analysis and fit a fixed effects model to explain which factors drive exploitation. We find that different types of exploitation are driven by different factors. In addition, we show that slave-sending and slave-receiving countries differ significantly. We study transnational human trafficking and identify which social and economic factors determine this specialization. Moreover, we fit a model using Poisson regression to study why some countries detect victims, originating form more countries, than others do.

Suggested Citation

  • Willert, Bianca, 2021. "Modern Slavery – An Empirical Analysis," Thuenen-Series of Applied Economic Theory 167, University of Rostock, Institute of Economics, revised 2021.
  • Handle: RePEc:zbw:roswps:167
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/245955/1/wp167rev.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273.
    2. repec:ilo:ilowps:395373 is not listed on IDEAS
    3. Kaushik Basu, 1999. "Child Labor: Cause, Consequence, and Cure, with Remarks on International Labor Standards," Journal of Economic Literature, American Economic Association, vol. 37(3), pages 1083-1119, September.
    4. Bernd Beber & Christopher Blattman, 2010. "The Industrial Organization of Rebellion: The Logic of Forced Labor and Child Soldiering," HiCN Working Papers 72, Households in Conflict Network.
    5. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    6. Hernandez, Diego & Rudolph, Alexandra, 2015. "Modern day slavery: What drives human trafficking in Europe?," European Journal of Political Economy, Elsevier, vol. 38(C), pages 118-139.
    7. Niklas Potrafke, 2016. "Erratum to: Policies against human trafficking: the role of religion and political institutions," Economics of Governance, Springer, vol. 17(4), pages 387-396, November.
    8. Danailova-Trainor, Gergana. & Belser, Patrick., 2006. "Globalization and the illicit market for human trafficking : an empirical analysis of supply and demand," ILO Working Papers 993953393402676, International Labour Organization.
    9. Genicot, Garance, 2002. "Bonded labor and serfdom: a paradox of voluntary choice," Journal of Development Economics, Elsevier, vol. 67(1), pages 101-127, February.
    10. Frank Laczko & Gergana Danailova-Trainor, 2009. "Trafficking in Persons and Human Development: Towards A More Integrated Policy Response," Human Development Research Papers (2009 to present) HDRP-2009-50, Human Development Report Office (HDRO), United Nations Development Programme (UNDP), revised Oct 2009.
    11. Laczko, Frank & Danailova-Trainor, Gergana, 2009. "Trafficking in Persons and Human Development: Towards A More Integrated Policy Response," MPRA Paper 19234, University Library of Munich, Germany.
    12. Niklas Potrafke, 2016. "Policies against human trafficking: the role of religion and political institutions," Economics of Governance, Springer, vol. 17(4), pages 353-386, November.
    13. Seo-Young Cho & Axel Dreher & Eric Neumayer, 2014. "Determinants of Anti-Trafficking Policies: Evidence from a New Index," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(2), pages 429-454, April.
    14. Strulik, Holger, 2008. "The Role of Poverty and Community Norms in Child Labor and Schooling Decisions," Hannover Economic Papers (HEP) dp-383, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    15. Seo-Young Cho, 2015. "Modeling for Determinants of Human Trafficking: An Empirical Analysis," Social Inclusion, Cogitatio Press, vol. 3(1), pages 2-21.
    16. Rauscher, Michael & Willert, Bianca, 2020. "Modern slavery, corruption, and hysteresis," European Journal of Political Economy, Elsevier, vol. 64(C).
    17. Smriti Rao & Christina Presenti, 2012. "Understanding Human Trafficking Origin: A Cross-Country Empirical Analysis," Feminist Economics, Taylor & Francis Journals, vol. 18(2), pages 231-263, April.
    18. Omar Mahmoud, Toman & Trebesch, Christoph, 2010. "The economics of human trafficking and labour migration: Micro-evidence from Eastern Europe," Journal of Comparative Economics, Elsevier, vol. 38(2), pages 173-188, June.
    19. Niklas Jakobsson & Andreas Kotsadam, 2013. "The law and economics of international sex slavery: prostitution laws and trafficking for sexual exploitation," European Journal of Law and Economics, Springer, vol. 35(1), pages 87-107, February.
    20. Danailova-Trainor, Gergana. & Belser, Patrick., 2006. "Globalization and the illicit market for human trafficking : an empirical analysis of supply and demand," ILO Working Papers 993953733402676, International Labour Organization.
    21. Randall Akee & Arnab K. Basu & Arjun Bedi & Nancy H. Chau, 2014. "Transnational Trafficking, Law Enforcement, and Victim Protection: A Middleman Trafficker's Perspective," Journal of Law and Economics, University of Chicago Press, vol. 57(2), pages 349-386.
    22. Cho, Seo-Young & Dreher, Axel & Neumayer, Eric, 2013. "Does Legalized Prostitution Increase Human Trafficking?," World Development, Elsevier, vol. 41(C), pages 67-82.
    23. Akee, Randall K. Q. & Basu, Arnab K. & Chau, Nancy H. & Khamis, Melanie, 2010. "Ethnic Fragmentation, Conflict, Displaced Persons and Human Trafficking: An Empirical Analysis," IZA Discussion Papers 5142, Institute of Labor Economics (IZA).
    24. repec:ilo:ilowps:395339 is not listed on IDEAS
    25. Friedman, Eric & Johnson, Simon & Kaufmann, Daniel & Zoido-Lobaton, Pablo, 2000. "Dodging the grabbing hand: the determinants of unofficial activity in 69 countries," Journal of Public Economics, Elsevier, vol. 76(3), pages 459-493, June.
    26. Richard Williams, 2012. "Using the margins command to estimate and interpret adjusted predictions and marginal effects," Stata Journal, StataCorp LP, vol. 12(2), pages 308-331, June.
    27. Cho, Seo-Young & Vadlamannati, Krishna Chaitanya, 2012. "Compliance with the Anti-trafficking Protocol," European Journal of Political Economy, Elsevier, vol. 28(2), pages 249-265.
    28. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-764, May.
    29. Bruce A. Weinberg, 2001. "An Incentive Model of the Effect of Parental Income on Children," Journal of Political Economy, University of Chicago Press, vol. 109(2), pages 266-280, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rauscher, Michael & Willert, Bianca, 2020. "Modern slavery, corruption, and hysteresis," European Journal of Political Economy, Elsevier, vol. 64(C).
    2. Willert, Bianca, 2018. "Masters and slaves: A matching approach with heterogeneous workers," Thuenen-Series of Applied Economic Theory 159, University of Rostock, Institute of Economics.
    3. Michael Rauscher & Bianca Willert, 2019. "Slavery, Corruption, and Institutions," CESifo Working Paper Series 7944, CESifo.
    4. Rauscher, Michael & Willert, Bianca, 2019. "Slavery, corruption, and institutions," Thuenen-Series of Applied Economic Theory 164, University of Rostock, Institute of Economics.
    5. Seo-Young Cho, 2015. "Modeling for Determinants of Human Trafficking: An Empirical Analysis," Social Inclusion, Cogitatio Press, vol. 3(1), pages 2-21.
    6. Seo-Young Cho, 2016. "Liberal coercion? Prostitution, human trafficking and policy," European Journal of Law and Economics, Springer, vol. 41(2), pages 321-348, April.
    7. Hernandez, Diego & Rudolph, Alexandra, 2015. "Modern day slavery: What drives human trafficking in Europe?," European Journal of Political Economy, Elsevier, vol. 38(C), pages 118-139.
    8. Winkler,Stephen Joseph, 2021. "Human Trafficking: Definitions, Data, and Determinants," Policy Research Working Paper Series 9623, The World Bank.
    9. Jakobsson, Niklas & Kotsadam, Andreas, 2015. "The Economics of Trafficking for Sexual Exploitation," Memorandum 07/2015, Oslo University, Department of Economics.
    10. Anuj Gurung & Amanda D Clark, 2018. "The perfect storm: The impact of disaster severity on internal human trafficking," International Area Studies Review, Center for International Area Studies, Hankuk University of Foreign Studies, vol. 21(4), pages 302-322, December.
    11. Niklas Potrafke, 2016. "Policies against human trafficking: the role of religion and political institutions," Economics of Governance, Springer, vol. 17(4), pages 353-386, November.
    12. Tantawy Moussa & Amir Allam & Mahmoud Elmarzouky, 2022. "Global modern slavery and sustainable development goals: Does institutional environment quality matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2230-2244, July.
    13. Cho, Seo-Young & Dreher, Axel & Neumayer, Eric, 2013. "Does Legalized Prostitution Increase Human Trafficking?," World Development, Elsevier, vol. 41(C), pages 67-82.
    14. Seo-Young Cho, 2012. "Modeling for Determinants of Human Trafficking," Economics of Security Working Paper Series 70, DIW Berlin, German Institute for Economic Research.
    15. Seo-Young Cho, 2015. "Human Trafficking, A Shadow of Migration - Evidence from Germany," Journal of Development Studies, Taylor & Francis Journals, vol. 51(7), pages 905-921, July.
    16. Björkman Nyqvist, Martina & Kuecken, Maria & La Ferrara, Eliana & Artadi, Elsa, 2018. "Understanding Human Trafficking Using Victim-Level Data," CEPR Discussion Papers 13279, C.E.P.R. Discussion Papers.
    17. Shoji, Masahiro & Tsubota, Kenmei, 2022. "Sexual exploitation of trafficked children: Survey evidence from child sex workers in Bangladesh," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 101-117.
    18. Alexandra Rudolph & Friedrich Schneider, 2017. "International Human Trafficking: Measuring Clandestinity by the Structural Equation Approach," Social Inclusion, Cogitatio Press, vol. 5(2), pages 39-58.
    19. Masahiro Shoji & Kenmei Tsubota, 2018. "Sexual Exploitation of Trafficked Children: Evidence from Bangladesh," Working Papers 175, JICA Research Institute.
    20. Majeed, Muhammad Tariq & Malik, Amna, 2017. "Selling Souls: An Empirical Analysis of Human Trafficking and Globalization," MPRA Paper 88850, University Library of Munich, Germany.

    More about this item

    Keywords

    modern slavery; human trafficking; exploitation; human rights;
    All these keywords.

    JEL classification:

    • J47 - Labor and Demographic Economics - - Particular Labor Markets - - - Coercive Labor Markets
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:roswps:167. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/ivrosde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.