Global Estimates of Modern Slavery - FORCED LABOUR AND FORCED MARRIAGE - ILO

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Global Estimates of Modern Slavery - FORCED LABOUR AND FORCED MARRIAGE - ILO
Global Estimates
of Modern Slavery

FORCED LABOUR AND FORCED MARRIAGE

In partnership with
Global Estimates of Modern Slavery - FORCED LABOUR AND FORCED MARRIAGE - ILO
Global Estimates of Modern Slavery - FORCED LABOUR AND FORCED MARRIAGE - ILO
Global estimates
of modern slavery:
forced labour
and forced marriage

GENEVA, 2017
Global Estimates of Modern Slavery - FORCED LABOUR AND FORCED MARRIAGE - ILO
Copyright © International Labour Organization and Walk Free Foundation, 2017

First published 2017

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Global estimates of modern slavery: Forced labour and forced marriage
International Labour Office (ILO), Geneva, 2017

ISBN: 978-92-2-130131-8 (print)
ISBN: 978-92-2-130132-5 (web pdf)

Also available in French: Estimations mondiales de l’esclavage moderne: travail forcé et mariage forcé,
ISBN 978-92-2-230932-0 (print); ISBN 978-92-2-230933-7 (web pdf), ILO, Geneva, 2017; and in Spanish:
Estimaciones mundiales sobre la esclavitud moderna: Trabajo forzoso y matrimonio forzoso, ISBN
978-92-2-331038-7 (print); ISBN 978-92-2-331039-4 (web pdf), ILO, Geneva, 2017.

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4                                                            Global estimates of modern slavery: forced labour and forced marriage
Global Estimates of Modern Slavery - FORCED LABOUR AND FORCED MARRIAGE - ILO
On any given day in 2016

                                                    METRICS
                                     40
                                    million         40 million people were victims of modern
                                                    slavery. This includes:

                                                    ▪▪ 25 million people in forced labour
                                                    ▪▪ 15 million people in forced marriage

PREVALENCE

There were 5.4 victims of modern slavery for
every thousand people in the world in 2016.

There were 5.9 adult victims of modern slavery
for every 1,000 adults in the world and 4.4 child
victims for every 1,000 children in the world.           5.4
                                                       per 1,000

                                                    GENDER

                                                    Women and girls accounted for 71 per cent of
                                     71%            modern slavery victims.

                                    50%                                                25%
DEBT BONDAGE                                        CHILDREN

Debt bondage affected half of all victims           One in four victims of modern slavery were
of forced labour imposed by private actors.         children.

IN THE PAST FIVE YEARS, 89 MILLION PEOPLE EXPERIENCED SOME FORM OF MODERN
SLAVERY FOR PERIODS OF TIME RANGING FROM A FEW DAYS TO THE WHOLE FIVE YEARS.

                                                                                               5
Global Estimates of Modern Slavery - FORCED LABOUR AND FORCED MARRIAGE - ILO
© Lisa Kristine
Global Estimates of Modern Slavery - FORCED LABOUR AND FORCED MARRIAGE - ILO
Table of contents
Executive summary                                                          9

Introduction                                                              15

Part 1. The scale and manifestations of modern slavery                    21
  1.1     Main results                                                    21
  1.2     Forced labour                                                   28
         1.2.1      Forced labour exploitation                            32
         1.2.2      Forced sexual exploitation of adults and commercial   39
                    sexual exploitation of children
         1.2.3      State-imposed forced labour                           41
  1.3 Forced marriage                                                     44

Part 2. Ending modern slavery: road forward to 2030                       49
  2.1     Building a policy response: prevention and protection           50
  2.2 Building the evidence base                                          53
  2.3 International cooperation and partnership                           54

Annex: Note on methodology                                                57

Endnotes                                                                  63

Table of contents                                                          7
Global Estimates of Modern Slavery - FORCED LABOUR AND FORCED MARRIAGE - ILO
© Lisa Kristine
Executive
                summary
                    The 2017 Global Estimates of Modern           it refers to situations of exploitation that
                    Slavery are presented as a contribution       a person cannot refuse or leave because
                    to the Sustainable Development Goals          of threats, violence, coercion, deception,
                    (SDGs), in particular to Target 8.7, which    and/or abuse of power.
                    calls for effective measures to end forced
                    labour, modern slavery, and human             The Global Estimates of Modern Slavery
                    trafficking, as well as child labour in all   focus on two main issues: forced labour
                    its forms. It is intended to inform policy    and forced marriage. The estimate of
                    making and implementation of target 8.7       forced labour comprises forced labour
                    and related SDG Targets. These include        in the private economy (forms of forced
                    eliminating all forms of violence against     labour imposed by private individuals,
                    all women and girls in public and private     groups, or companies in all sectors
                    spheres, including trafficking and sexual     except the commercial sex industry),
                    and other types of exploitation (SDG          forced sexual exploitation of adults
                    5.2), eliminating all harmful practices,      and commercial sexual exploitation
                    such as child, early, and forced marriage     of children, and state-imposed forced
                    and female genital mutilations (SDG           labour.
                    5.3), ending abuse, exploitation, and
                                                                  Due to limitations of the data, as detailed
                    trafficking of children (SDG 16.2), and
                                                                  in this report, these estimates are consid-
                    facilitating orderly, safe, and responsible
                                                                  ered to be conservative.
                    migration and mobility of people,
                    including      through      implementation
                    of      planned      and      well-managed
                    migration policies (SDG 10.7).
                                                                  The global figures
                    The estimates herein are the result
                    of a collaborative effort between the
                    International    Labour    Organization       An estimated 40.3 million people were
                    (ILO) and the Walk Free Foundation,           victims of modern slavery in 2016.
                    in partnership with the International         In other words, on any given day in
                    Organization for Migration (IOM). They        2016, there were likely to be more than
                    benefited from inputs provided by             40 million men, women, and children
                    other UN agencies, in particular the          who were being forced to work against
                    Office of the High Commissioner for           their will under threat or who were living
                    Human Rights (OHCHR). In the context          in a forced marriage that they had not
                    of this report, modern slavery covers a       agreed to.
                    set of specific legal concepts including
                                                                  Of these 40.3 million victims:
                    forced labour, debt bondage, forced
                    marriage, other slavery and slavery           ▪▪ 24.9 million people were in forced
                    like practices, and human trafficking.           labour. That is, they were being forced
                    Although modern slavery is not defined           to work under threat or coercion as
                    in law, it is used as an umbrella term           domestic workers, on construction
                    that focuses attention on commonalities          sites, in clandestine factories, on farms
                    across these legal concepts. Essentially,

Executive summary                                                                                           9
and fishing boats, in other sectors,
     and in the sex industry. They were
                                              The regional
     forced to work by private individuals    figures
     and groups or by state authorities. In
     many cases, the products they made
     and the services they provided ended     Modern slavery occurred in every re-
     up in seemingly legitimate commercial    gion of the world. Modern slavery was
     channels. Forced labourers produced      most prevalent in Africa (7.6 per 1,000
     some of the food we eat and the          people), followed by Asia and the Pacific
     clothes we wear, and they have cleaned   (6.1 per 1,000) then Europe and Central
     the buildings in which many of us live   Asia (3.9 per 1,000). These results should
     or work.                                 be interpreted cautiously due to lack of
                                              available data in some regions, notably
▪▪ 15.4 million people were living in a       the Arab States and the Americas.
   forced marriage to which they had
   not consented. That is, they were en-      For forced labour specifically, the
   during a situation that involved having    prevalence is highest in Asia and the
   lost their sexual autonomy and often       Pacific, where four out of every 1,000
   involved providing labour under the        people were victims, followed by Europe
   guise of “marriage”.                       and Central Asia (3.6 per 1,000), Africa
                                              (2.8 per 1,000), the Arab States (2.2 per
Women and girls are disproportionately        1,000) and the Americas (1.3 per 1,000).
affected by modern slavery, account-
ing for 28.7 million, or 71 per cent of the   While noting limits of the data in key
overall total. More precisely, women and      regions, particularly the Arab States,
girls represent 99 per cent of victims of     the data suggests prevalence of
forced labour in the commercial sex in-       forced marriage is highest in Africa
dustry and 58 per cent in other sectors,      (4.8 per 1,000), followed by Asia and the
40 per cent of victims of forced labour       Pacific (2.0 per 1,000).
imposed by state authorities, and 84 per
cent of victims of forced marriages.

One in four victims of modern slavery
were children. Some 37 per cent               Forced labour
(5.7 million) of those forced to marry
were children. Children represented
                                              This study examined different forms of
18 per cent of those subjected to
                                              forced labour, distinguishing between
forced labour exploitation and 7 per
                                              forced labour imposed by private actors
cent of people forced to work by
                                              (such as employers in private businesses)
state authorities. Children who were
                                              and that which was imposed by states.
in commercial sexual exploitation
                                              Of the 24.9 million victims of forced
(where the victim is a child, there is
                                              labour, 16 million were in the private
no requirement of force) represented
                                              economy, another 4.8 million were in
21 per cent of total victims in this
                                              forced sexual exploitation, and 4.1 million
category of abuse.
                                              were in forced labour imposed by state
In the past five years, 89 million people     authorities.
experienced some form of modern
                                              FORCED LABOUR EXPLOITATION
slavery for periods of time ranging
from a few days to the whole five years.      An estimated 16 million people were in
The average length of time victims were       forced labour in the private economy in
in forced labour varied from a few days       2016. More women than men are affected
or weeks in some forms imposed by             by privately imposed forced labour, with
state authorities to nearly two years for     9.2 million (57.6 per cent) female and
forced sexual exploitation.                   6.8 million (42.4 per cent) male. Half
                                              of these men and women (51 per cent)
                                              were in debt bondage, in which personal

10                                             Global estimates of modern slavery: forced labour and forced marriage
debt is used to forcibly obtain labour.      and do not benefit them, or prisoners
                    This proportion rises above 70 per cent      forced to work against their will outside]
                    for adults who were forced to work in        the exceptions established by the ILO
                    agriculture, domestic work, or manufac-      supervisory bodies.
                    turing.

                    Among cases where the type of work
                    was known, the largest share of adults
                    who were in forced labour were domestic      Forced marriage
                    workers (24 per cent). This was followed
                    by the construction (18 per cent), man-
                                                                 In 2016, an estimated 15.4 million people
                    ufacturing (15 per cent), and agriculture
                                                                 were living in a forced marriage. Of this
                    and fishing (11 per cent) sectors.
                                                                 total, 6.5 million cases had occurred in
                    Most victims of forced labour suffered       the previous five years (2012-2016) and
                    multiple forms of coercion from              the remainder had taken place prior to
                    employers or recruiters as a way of          this period but had continued into it.
                    preventing them from being able to
                                                                 While men and boys can also be victims
                    leave the situation. Nearly one-quarter
                                                                 of forced marriage, most victims
                    of victims (24 per cent) had their wages
                                                                 (88 per cent) were women and girls, with
                    withheld or were prevented from leaving
                                                                 more than a third (37 per cent) of victims
                    by threats of non-payment of due wages.
                                                                 under 18 years of age at the time of the
                    This was followed by threats of violence
                                                                 marriage. Among child victims, 44 per
                    (17 per cent), acts of physical violence
                                                                 cent were forced to marry before the
                    (16 per cent), and threats against family
                                                                 age of 15 years. While noting limits of the
                    (12 per cent). For women, 7 per cent of
                                                                 data in key regions, particularly the Arab
                    victims reported acts of sexual violence.
                                                                 States, the data suggests prevalence
                    FORCED SEXUAL EXPLOITATION OF                of forced marriage per 1,000 people is
                    ADULTS AND COMMERCIAL SEXUAL                 highest in Africa (4.8 per 1,000), followed
                    EXPLOITATION OF CHILDREN                     by Asia and the Pacific (2.0 victims per
                                                                 1,000).
                    An estimated 3.8 million adults were
                    victims of forced sexual exploitation
                    and 1.0 million children were victims
                    of commercial sexual exploitation in
                    2016. The vast majority of victims (99
                                                                 Data sources and
                    per cent) were women and girls. More         methodology
                    than seven in ten victims were exploited
                    in the Asia and the Pacific region. This
                    was followed by Europe and Central           As no single source provides suitable
                    Asia (14 per cent), Africa (8 per cent),     and reliable data for all forms of modern
                    the Americas (4 per cent), and the Arab      slavery, a combined methodology has
                    States (1 per cent).                         been adopted, drawing on a variety of
                                                                 data sources as required. The central
                    STATE-IMPOSED FORCED LABOUR
                                                                 element is the use of 54 specially
                    There were an estimated 4.1 million          designed, national probabilistic surveys
                    people in state-imposed forced labour        involving interviews with more than
                    on average in 2016. They included citizens   71,000 respondents across 48 countries.
                    recruited by their state authorities to      Administrative data from IOM databases
                    participate in agriculture or construction   of assisted victims of trafficking were
                    work for purposes of economic                used, in combination with the 54 datasets,
                    development, young military conscripts       to estimate forced sexual exploitation
                    forced to perform work that was not of       and forced labour of children, as
                    military nature, those forced to perform     well as the duration of forced labour
                    communal services that were not              exploitation. Forced labour imposed
                    decided upon at the community level          by state authorities was derived from

Executive summary                                                                                         11
validated sources and systematic review       of forced labour prevention, while
of comments from the ILO supervisory          improved victim identification is critical
bodies with regard to ILO Conventions         to extending protection to the vast
on forced labour.                             majority of modern slavery victims who
                                              are currently unidentified or unattended.
The methodology used to build these           Finally, we know that much of modern
Global Estimates combined this data,          slavery today occurs in contexts of state
which covers a five-year reference period     fragility, conflict, and crisis, pointing to
from 2012 to 2016. All the data on cases      the need to address the risk of modern
of forced labour and forced marriage          slavery as part of humanitarian actions in
that took place between 2012 and 2016,        these situations.
representing a total of nearly 89 million
people, was analysed and processed            Further efforts are needed to improve
to build the main estimates of modern         the evidence base on modern slavery
slavery presented in this report.             in order to inform and guide policy
                                              responses in all of these areas. Key
                                              measurement priorities identified through
                                              the preparation of the Global Estimates
Conclusions                                   include the improved measurement of
                                              modern slavery affecting children and
and way forward                               specifically cases of commercial sexual
                                              exploitation involving children and
                                              child marriage. There is also a need to
Ending modern slavery will require a          more effectively capture specific sub-
multi-faceted response that addresses         populations such as adult victims of
the array of forces – economic, social,       forced sexual exploitation and victims
cultural, and legal – that contribute to      in conflict contexts. The ability to track
vulnerability and enable abuses. There        changes in modern slavery over time
can be no one-size-fits-all solution;         will be critical for monitoring progress
responses need to be adapted to the           in the lead-up to 2030. But perhaps the
diverse environments in which modern          most important priority is to strengthen
slavery still occurs. But it is nonetheless   and extend national research and data
possible to identify some overarching         collection efforts on modern slavery to
policy priorities in the lead-up to 2030      guide national policy responses.
from the Global Estimates and from
experience to date.                           International cooperation in addressing
                                              modern slavery is essential given its global
Stronger social protection floors are         and cross-border dimensions. Alliance
necessary to offset the vulnerabilities       8.7, a multi-stakeholder partnership
that can push people into modern              committed to achieving Target 8.7 of
slavery. Extending labour rights in the       the Sustainable Development Goals, has
informal economy – where modern               an important role to play in this regard.
slavery is most likely to occur – is needed   The Global Estimates indicate that the
to protect workers from exploitation.         majority of forced labour today exists in
Given that a large share of modern            the private economy. This underscores
slavery can be traced to migration,           the importance of partnering with
improved migration governance is vitally      the business community – alongside
important to preventing forced labour         employers’ and workers’ organisations,
and protecting victims.                       and civil society organisations – to
                                              eradicate forced labour in supply chains
Additionally, the risk and typology of
                                              and in the private economy more broadly.
modern slavery is strongly influenced
                                              Cooperation should be strengthened
by gender, and this must also be taken
                                              between and among governments and
into account in developing policy
                                              with relevant international and regional
responses. Addressing the root causes
                                              organizations in areas such as labour law
of debt bondage, a widespread means of
                                              enforcement, criminal law enforcement,
coercion, is another necessary element
                                              and the management of migration in

12                                             Global estimates of modern slavery: forced labour and forced marriage
order to prevent trafficking and to
                    address forced labour across borders.

Executive summary                                           13
© ILO
Introduction
               The new Global Estimates presented            in partnership with the International
               in this report indicate that more than        Organization for Migration (IOM).2 They
               40 million people were caught up in           benefited from inputs provided by other
               the grip of modern slavery in 2016. This      UN agencies, in particular the Office of
               alarming figure is a wake-up call to the      the High Commissioner for Human Rights
               global community, which, through the          (OHCHR). The estimates are based
               adoption of the 2030 Sustainable Devel-       on a jointly developed methodology
               opment Goals (SDGs), has committed to         summarised in the annex and described
               the target of ending modern slavery and       in detail in the methodology report
               human trafficking by the year 2030.           produced along with this Global
                                                             Estimates report.3 They are derived from
               Thirteen years is but a moment in hu-         various data sources, as no one source
               man history, and doing away with co-          was considered sufficiently suitable
               ercive systems that in some cases have        or reliable. The principal sources are
               been around for centuries – and that in       the Walk Free Foundation’s survey
               other cases are emerging from new and         data for 2014 and 2015, as well as data
               illegitimate business models, large-scale     from an additional 26 national surveys
               migration, crisis, and conflict – will be a   jointly conducted by ILO and Walk Free
               monumental challenge. Meeting the am-         Foundation in 2016 and data drawn from
               bitious 2030 target to end modern slav-       the IOM’s database of human trafficking
               ery will require renewed political will,      cases since 2012. The terminology utilised
               matched by the commitment of suffi-           in the report is described in Panel 1.
               cient resources, and a major acceleration
               of national and international efforts.        The report, and the global estimation
                                                             exercise that underpins it, forms part
               To be effective, policies and programmes      of a broader multi-partner effort to
               must be grounded in the best possible         measure and monitor progress towards
               understanding of the root causes of           Target 8.7 of the Sustainable Develop-
               modern slavery at both the national           ment Goals. This effort is taking place
               and global levels. This requires not only     within the framework of Alliance 8.7, a
               more and better information on the            multi-stakeholder partnership commit-
               numbers of people affected by modern          ted to ending forced labour, modern
               slavery, but also on its various forms and    slavery, human trafficking, and child la-
               manifestations, and the ways in which         bour in accordance with SDG Target 8.7.
               people are caught up in it. This report is
               aimed at informing global efforts towards     The report charts how far we must still
               the 2030 target by helping to fulfil these    travel to honour our commitment to
               information requirements. It is also hoped    ending modern slavery by 2030. Part 1
               that the findings presented in the report     presents the most complete possible
               will encourage further research and           profile of modern slavery in today’s
               data collection efforts by governments,       world: the main forms of forced labour
               focused on the national and local             and forced marriage, their extent and
               dimensions of modern slavery.                 characteristics, the means by which per-
                                                             sons are trapped in them, and the dura-
               The global and regional estimates             tion of the abuse. Part 2 discusses key
               presented in this report were developed       policy priorities emerging from the Glob-
               by the International Labour Organization      al Estimates in the drive to rid the world
               (ILO) and the Walk Free Foundation            of modern slavery.

Introduction                                                                                         15
Panel 1

Statistical concepts and definitions used in this report

In the context of this report,      example, a woman forced                 her parent or parents being
modern slavery covers a set         into    commercial     sexual           engaged in forced labour.
of specific legal concepts in-      exploitation is in a forced             The coercion may take place
cluding forced labour, debt         situation because of its                during the child’s recruitment
bondage, forced marriage,           involuntary     nature    and           to force the child or his or her
slavery and slavery-like prac-      the menace she is facing,               parents to accept the job or,
tices, and human trafficking.       regardless of the dangers               once the child is working, to
Although modern slavery is          and hazards she faces in                force him or her to do tasks
not defined in law, it is used as   this work or whether it is              that were not part of what
an umbrella term that focuses       permitted by law. In recent             was agreed to at the time of
attention on commonalities          years, the ILO has focused on           recruitment or to prevent the
across these legal concepts.        the two criteria embedded               child from leaving the work.
Essentially, it refers to situ-     in the Convention No. 29,
ations of exploitation that a       namely, “involuntariness” and
person cannot refuse or leave       “menace of penalty” with
because of threats, violence,       regard to determining forced
coercion, deception, and/or         labour of adults and forced
abuse of power.                     labour of children.”5

In order to make this set           Forced labour of adults is de-
of complex legal concepts           fined, for purposes of meas-
measurable,    the   Global         urement, as work for which
Estimates focus on two key          a person has not offered him
forms of modern slavery:            or herself voluntarily (criteri-
forced labour and forced            on of “involuntariness”) and
marriage.                           which is performed under
                                    coercion (criterion of “men-
Forced labour is defined            ace of penalty”) applied by
by ILO Forced Labour                an employer or a third party.
Convention, 1930 (No. 29)           The coercion may take place
as “all work or service that        during the worker’s recruit-
is exacted from any person          ment process to force him or
under the menace of any             her to accept the job or, once
penalty and for which the           the person is working, to
said person has not offered         force him or her to do tasks
himself voluntarily.”4 While        that were not part of what
forced    labour     may      be    was agreed to at the time of
particularly       widespread       recruitment or to prevent him
in      certain      economic       or her from leaving the job.
activities or industries, a
forced labour situation is          Forced labour of children
determined by the nature            is defined, for purposes
of the relationship between         of measurement, as work
a person and an “employer”          performed by a child under
and not by the type of              coercion applied by a third
activity performed, however         party (other than his or her
arduous or hazardous the            parents) either to the child or
conditions of work may be,          to the child’s parents, or work
nor by its legality or illegality   performed by a child as a
under national law. For             direct consequence of his or

16                                                Global estimates of modern slavery: forced labour and forced marriage
Modern slavery

                                                   Forced labour                            Forced marriage

                                                                                        Forced sexual exploitation
         State-imposed forced labour         Forced labour exploitation                 of adults and commercial
                                                                                      sexual exploitation of children

      TYPOLOGY OF                          military, compulsory partic-            That is, forced marriage in
      FORCED LABOUR                        ipation in public works, and            these estimates includes all
                                           forced prison labour.                   marriages of both adults and
      Forced labour can be found                                                   children that were reported
      in its various forms in practi-    Forced marriage refers to                 by the survey respondent to
      cally all countries and all eco-   situations where persons,                 have been forced and with-
      nomic activities. The typology     regardless of their age, have             out consent, regardless of
      depicted above, which was          been forced to marry without              the age of the respondent.
      developed for the global es-       their consent. A person might             Accordingly, the estimates
      timates of forced labour, is       be forced to marry through                do not include every instance
      based on three main catego-        physical, emotional, or fi-               of child marriage, as child
      ries of forced labour defined      nancial duress, deception by              marriage is not currently
      as follows:                        family members, the spouse,               measured adequately at the
                                         or others, or the use of force,           scale or specificity required
      ▪▪ Forced labour exploita-         threats, or severe pressure.              for a global estimate.8
         tion, imposed by private        Forced marriage is prohibited
         agents for labour exploita-     through      the   prohibitions           OTHER RELATED
         tion,   including    bonded     on slavery and slavery-like               CONCEPTS
         labour, forced domestic         practices, including servile
         work, and work imposed          marriage.6 Child marriage is              The other main concepts
         in the context of slavery or    generally considered to be                of modern slavery are slav-
         vestiges of slavery.            forced marriage, given that               ery, institutions and prac-
                                         one and/or both parties by                tices similar to slavery, and
      ▪▪ Forced sexual exploita-                                                   trafficking in persons (often
                                         definition has not expressed
         tion of adults, imposed by                                                referred to as human traffick-
                                         full, free, and informed con-
         private agents for com-                                                   ing). These are not included
                                         sent. However, there are
         mercial sexual exploitation,                                              explicitly in the estimates but
                                         exceptions. For example,
         and all forms of commer-                                                  are closely linked to them.
                                         in many countries 16 and 17
         cial sexual exploitation of                                               Slavery was first defined in a
                                         year-olds who wish to marry
         children. This encompasses                                                Convention adopted by the
                                         are legally able to do so fol-
         the use, procuring, or offer-                                             League of Nations in 1926
                                         lowing a judicial ruling or pa-
         ing of children for prostitu-                                             as “the status or conditions
                                         rental consent.7 It is impor-
         tion or pornography.                                                      of a person over whom any
                                         tant to be clear that for the
                                                                                   or all of the powers attach-
      ▪▪ State-imposed          forced   purposes of these estimates,
                                         the measurement of forced                 ing to the right of ownership
         labour,    including     work
                                         marriage is limited to what               are exercised”. It thus refers
         exacted by the public au-
                                         was captured by the surveys.              to control of one person or
         thorities, military, or para-

Introduction                                                                                                            17
persons over others, and is                isation, it is also accepted                   Organized Crime, adopted in
also considered a serious                  that the eradication of these                  2000. The definition specifies
criminal offence. The concept              slavery-like practices can                     that the crime of trafficking
of slavery-like practices was              be achieved only over time                     is a process constituted by
first addressed in internation-            through the necessary leg-                     three distinct elements – act,
al law in 1956 by means of a               islative and other program-                    means, and purpose (ex-
United Nations instrument,                 matic measures.                                ploitation). Coercion is one of
supplementing the earlier                                                                 the means enumerated in the
Slavery Convention, covering               While the concept of traffick-                 Protocol, which states that
a range of institutions and                ing in persons was addressed                   when coercion (or any other
practices similar to slavery,              in a number of earlier instru-                 means) is used to get victims
including debt bondage, serf-              ments, the most recent and                     into an exploitative situation,
dom, and forced marriage.9                 widely accepted definition is                  actual exploitation need not
While the instrument places                that contained in a Protocol                   happen for a trafficking crime
some emphasis on criminal-                 to the United Nations Con-                     to have taken place.
                                           vention against Transnational

Table 1

Modern slavery: global results

Number and prevalence of persons in modern slavery, by category, sex and age

                                                   Forced labour sub-categories
                                                                                                   Total
                                                         Forced sexual                                        Forced Modern
                                                                                                  forced
                                       Forced labour exploitation of adults         State-imposed            marriage slavery
                                                                                                  labour
                                        exploitation and commercial sexual          forced labour
                                                     exploitation of children

                     No. (thousands)          15 975                     4 816              4 060 24 850        15 442 40 293
World
                     Prevalence
                                                  2.2                      0.7                0.5     3.4.         2.1     5.4
                     (per thousand)
                     No. (thousands)           6 766                       29                2 411   9 206       2 442   11 648
          Male       Prevalence
                                                  1.8                           0             0.6      2.4         0.6     3.0
                     (per thousand)
Sex
                     No. (thousands)           9 209                    4 787               1 650 15 646        13 000 28 645
          Female     Prevalence
                                                  2.5                       1.3               0.4      4.2         3.5      7.7
                     (per thousand)
                     No. (thousands)          12 995                     3 791              3 778 20 564         9 762 30 327
          Adults     Prevalence
                                                  2.5                      0.7                0.7      3.9         1.9     5.8
                     (per thousand)
Age
                     No. (thousands)           2 980                     1 024                282    4 286       5 679   9 965
          Children   Prevalence
                                                  1.3                      0.4                 0.1     1.9         2.5     4.4
                     (per thousand)

18                                                         Global estimates of modern slavery: forced labour and forced marriage
Table 2

               Modern slavery: global results

               Number and prevalence of persons in modern slavery, by category, sex and age

                                                            Total forced labour    Forced marriage      Modern slavery

                                        No. (thousands)                 24 850                15 442           40 293
               World
                                        Prevalence
                                                                            3.4                  2.1               5.4
                                        (per thousand)
                                        No. (thousands)                   3 420               5 820             9 240
                         Africa         Prevalence
                                                                            2.8                  4.8               7.6
                                        (per thousand)
                                        No. (thousands)                   1 280                 670              1 950
                         Americas       Prevalence
                                                                             1.3                 0.7               1.9
                                        (per thousand)
                                        No. (thousands)                    350                  170               520
               Region    Arab States    Prevalence
                                                                            2.2                   1.1              3.3
                                        (per thousand)
                                        No. (thousands)                  16 550               8 440            24 990
                         Asia and
                                        Prevalence
                         the Pacific                                        4.0                  2.0               6.1
                                        (per thousand)
                                        No. (thousands)                   3 250                 340             3 590
                         Europe and
                                        Prevalence
                         Central Asia                                       3.6                 0.4                3.9
                                        (per thousand)

Introduction                                                                                                        19
© Lisa Kristine
Part 1.
                   The scale and
                   manifestations
                   of modern slavery

        1.1         Main results                                           who were being forced to work against
                                                                           their will under threat, or who were living
                                                                           in a forced marriage that they had not
                                                                           agreed to. In terms of the prevalence of
                    AN ESTIMATED 40.3 MILLION PEOPLE
                                                                           modern slavery, there were 5.4 victims
                    WERE VICTIMS OF MODERN SLAVERY
                                                                           for every thousand people in the world
                    IN 2016
                                                                           in 2016. Due to limitations of the meth-
                    In other words, on any given day in                    odology and data,10 these estimates are
                    2016, there were likely to be more than                considered to be conservative.
                    40 million men, women, and children

                    Figure 1

                    Modern slavery

                    Number and percentage distribution of victims of modern slavery, by category

                                                                                            Forced labour

                                                                                            Forced marriage

                                                     15,400,000
                                                         38%

                           24,900,000
                               62%

Part 1. The scale and manifestations of modern slavery                                                              21
OF THE TOTAL NUMBER OF VICTIMS                 This reflects highly gendered patterns
OF MODERN SLAVERY, 24.9 MILLION                of employment and migration and helps
PEOPLE WERE IN FORCED LABOUR                   shed light on where prevention and victim
AND 15.4 MILLION PEOPLE WERE                   identification efforts should be focused.
LIVING IN A FORCED MARRIAGE                    But the data also suggests the relevance
                                               of broader patterns of human rights
It is worth reflecting on what these fig-      abuses that disproportionately affect
ures mean:                                     women and girls, including domestic and
▪▪ 24.9 million people were being forced       sexual violence and discriminatory beliefs
   to work under threat or coercion as         and practices around access to property,
   domestic workers, on construction           education, and even citizenship.
   sites, in factories, on farms and fishing
   boats, in other sectors, and in the sex
   industry. They were forced to work by
   private individuals and groups or by
   state authorities. In many cases, the
   products they made and the servic-
   es they provided ended up in seem-
   ingly legitimate commercial channels.
   Forced labourers produced some of
   the food we eat and the clothes we
   wear, and they have cleaned the build-
   ings in which we live or work.

▪▪ 15.4 million people were living in a
   forced marriage to which they had
   not consented. That is, they were en-
   during a situation that involved having
   lost their sexual autonomy and often
   involved providing labour under the
   guise of “marriage”.

WOMEN AND GIRLS ARE
DISPROPORTIONATELY AFFECTED
BY MODERN SLAVERY, ACCOUNTING
FOR 71 PER CENT OF TOTAL VICTIMS

The estimates suggest that far more fe-
males than males are affected by modern
slavery (71 per cent versus 29 per cent).
This varies across forms. Women and
girls are disproportionately victimised
above all for forced labour in the private
economy (including domestic work and
the sex industry) and forced marriage.
Women and girls represented 99 per
cent of victims of forced sexual exploita-
tion and 84 per cent of victims of forced
marriages.

22                                              Global estimates of modern slavery: forced labour and forced marriage
Figure 2

                    Modern slavery and sex of victim

                    Percentage distribution of victims of modern slavery, by sex and category

             100%                                                                                                 Female

                                                                                                                  Male
              80%                                                                   40.6%
                                              57.6%
                           71.1%
             60%                                                                                    84.2%
                                                                99.4%

             40%

                                                                                    59.4%

              20%                             42.4%
                          28.9%
                                                                                                     15.8%
                                                                 0.6%
               0%

                         Modern           Forced labour      Forced sexual      State-imposed   Forced marriage
                         slavery           exploitation       exploitation      forced labour

                                                             Forced labour

                    The Global Estimates indicate that                       ONE IN FOUR VICTIMS OF MODERN
                    men are disproportionately subject to                    SLAVERY IN 2016 WERE CHILDREN
                    state-imposed forms of forced labour,                    BELOW THE AGE OF 18 YEARS
                    reflecting the impact on men of abusive
                    conscription and imprisonment, and to                    One of the most alarming findings of the
                    forced labour in sectors that traditionally              modern slavery estimates is the extent
                    involve manual labour (construction,                     to which children are victims. One-quar-
                    manufacturing, and agriculture/fishing).                 ter of all modern slavery victims –
                    They also confirm that men and boys                      10 million persons in all – were children.
                    can be victims in all aspects of modern                  Children were especially likely to fall
                    slavery, including forced sexual exploita-               victim to forced marriage. Some 37 per
                    tion and forced marriage. Accordingly, it                cent, or 5.7 million, of those forced to
                    is critical that preventative efforts reflect            marry were children. Children represent-
                    this risk profile and also that national laws            ed 21 per cent of the victims of forced
                    and responses to victimisation make al-                  sexual exploitation, 18 per cent of those
                    lowance for male victims.                                subjected to forced labour exploitation,
                                                                             and 7 per cent of people forced to work
                                                                             by state authorities.

Part 1. The scale and manifestations of modern slavery                                                                   23
Figure 3

       Modern slavery and age of victim

       Percentage distribution of victims of modern slavery, by age and category

100%                                                                                                     Children
                                                                       6.9%
                                18.7%              21.3%                                                 Adults
             24.7%
80%                                                                                      36.8%

60%

                                                                       93.1%
40%                             81.3%              78.7%
             75.3%
                                                                                         63.2%

20%

 0%

            Modern          Forced labour       Forced sexual     State-imposed     Forced marriage
            slavery          exploitation        exploitation     forced labour

                                                Forced labour

       There is in fact only a small difference
       between children and adults in terms
       of prevalence of modern slavery. There
       were 5.9 adult victims of modern slavery
       for every 1,000 adults in the world and
       4.4 child victims for every 1,000 chil-
       dren in the world. When examining the
       rates of prevalence by form of modern
       slavery, adults were more likely than chil-
       dren to be victims of all three forms of
       forced labour; however, children were
       more likely than adults to be victims of
       forced marriage. For every 1,000 chil-
       dren, there were 2.5 victims of forced
       marriage, while for every 1,000 adults
       there were 1.9 victims of forced marriage.

       24                                                        Global estimates of modern slavery: forced labour and forced marriage
Figure 4

                    Modern slavery and age of victim

                    Prevalence (per 1,000 persons) of modern slavery, by age and category

                                                                                                                 Children

                                                                                                                 Adults

                                5.9

                          4.4

                                                    2.5                                           2.5
                                                                                                        1.9
                                              1.3
                                                               0.4
                                                                     0.7          0.1 0.7

                         Modern           Forced labour     Forced sexual     State-imposed   Forced marriage
                         slavery           exploitation      exploitation     forced labour

                                                            Forced labour

                    Forced labour of children takes two pre-                days or entered into a forced marriage.
                    dominant forms. It can result from their                Of these, 82.7 million were victims of
                    guardians themselves being in forced                    forced labour and 6.5 million had been
                    labour, in which case the children work                 forced to marry against their will. There
                    with their parents or at least for the                  is wide variation in how long victims of
                    same employer. Or the children may be                   modern slavery remain in their situation.
                    in forced labour on their own as a result               While some manage to escape after a
                    of trafficking, deceptive recruitment, or               few days or weeks, others are trapped
                    coercive means used by their direct em-                 for years, as is the case for those in tradi-
                    ployer. In the former case, parents are                 tional forms of hereditary bonded labour
                    more likely to be aware of their children’s             and some forced marriages. For victims
                    situation and working conditions. In the                registered by IOM after 2012, the average
                    latter case, parents are less likely to be              duration in forced labour exploitation was
                    aware, as with children who migrate                     slightly over 20 months and for the vic-
                    alone or are trafficked into forced labour,             tims of sexual exploitation it was 23
                    particularly domestic work.                             months. Victims of forced labour im-
                                                                            posed by state authorities were exploit-
                    THERE WAS A TOTAL OF 89 MILLION                         ed for a duration that varied from a few
                    VICTIMS OF MODERN SLAVERY OVER                          days per month (for example, when au-
                    THE PERIOD FROM 2012 TO 2016;                           thorities force people to participate in
                    THE TIME DURATION VARIED WIDELY                         illegal communal services) to several
                    Over the five-year period from 2012 to                  years for some cases of prison labour or
                    2016, 89 million people were either in                  forced labour in the context of military
                    forced labour for a minimum number of                   service.

Part 1. The scale and manifestations of modern slavery                                                                25
Figure 5

Regional prevalence of modern slavery

Prevalence of modern slavery (per 1,000 population), by region and category

                      7.6
                                                                                           Forced labour

                                                                                           Forced marriages
                                      6.1
      5.4             2.8

                                                      3.9

      3.4                             4.0                                3.3

                      4.8                                                                1.9
                                                      3.6                2.2

                                                                                         1.3
      2.1                             2.0
                                                                         1.1
                                                      0.4                                0.7

     World           Africa         Asia and      Europe and        Arab States       Americas
                                   the Pacific    Central Asia

THE PREVALENCE OF MODERN                                bearing in mind critical gaps and limita-
SLAVERY IS HIGHEST IN AFRICA                            tions of the data.11 This is especially the
                                                        case in Central Asia and the Arab States,
There were 7.6 victims for every                        where few surveys have been conduct-
thousand people in the Africa region. This              ed despite numerous reports of forced
was followed by the Asia and the Pacific                labour and forced marriages occurring.12
region (6.1 per 1,000), Europe and Cen-                 Far more research and survey work is re-
tral Asia (3.9 per 1,000), the Arab States              quired at the national level to provide a
(3.3 per 1,000) and finally the Americas                more comprehensive picture.
(1.9 per 1,000). Regional prevalence rank-
ings differed for the two main categories
of modern slavery – forced labour and
forced marriage. Asia and the Pacific had
the highest prevalence of forced labour
(4.0 per 1,000) and Africa the highest
prevalence of forced marriage (4.8 per
1,000). The regional figures are impor-
tant but should be interpreted with care,

26                                                          Global estimates of modern slavery: forced labour and forced marriage
Figure 6

                    Regional distribution of modern slavery

                    Number (in thousands) and percentage distribution of victims of modern slavery, by region

                                                                                            Asia and the Pacific

                                                                                            Europe and Central Asia

                                                                                            Africa
                                                          3,600
                                                                                            Americas
                                                           9%
                                                                                            Arab States
                              25,000
                               62%

                                                         9,230
                                                          23%

                                                1,950
                                                  5%

                                             520
                                              1%

                    THE POPULOUS ASIA AND PACIFIC
                    REGION IS HOST TO BY FAR
                    THE LARGEST ABSOLUTE NUMBER
                    OF VICTIMS OF MODERN SLAVERY

                    Figures for the absolute numbers of
                    persons in modern slavery underscored
                    the importance of the Asia and Pacific
                    region, where 62 per cent of all victims
                    of modern slavery worldwide were locat-
                    ed. This was followed by the Africa re-
                    gion (23 per cent), Europe and Central
                    Asia (9 per cent), the Americas (5 per-
                    cent), and finally the Arab States (1 per
                    cent). The Asia and the Pacific region has
                    the highest share of victims across all
                    forms of modern slavery, accounting for
                    73 per cent of victims of forced sexual
                    exploitation, 68 per cent of those forced
                    to work by state authorities, 64 per cent
                    of those in forced labour exploitation,
                    and 42 per cent of all those in forced
                    marriages.

Part 1. The scale and manifestations of modern slavery                                                                27
1.2   Forced labour

      Table 3

      Forced labour

      Number and prevalence of persons in forced labour, by category, sex and age

                                                                  Forced labour sub-categories
                                                                                                                          Total
                                                                 Forced sexual exploitation of adults                    forced
                                              Forced labour                                           State-imposed
                                                                and commercial sexual exploitation of                    labour
                                               exploitation                                           forced labour
                                                                              children

                            No. (thousands)            15 975                                   4 816          4 060       24 850
      World
                            Prevalence
                                                          2.2                                     0.7             0.5         3.4.
                            (per thousand)
                            No. (thousands)            6 766                                       29            2 411      9 206
                 Male       Prevalence
                                                          1.8                                       0             0.6         2.4
                            (per thousand)
      Sex
                            No. (thousands)            9 209                                   4 787            1 650      15 646
                 Female     Prevalence
                                                          2.5                                      1.3            0.4         4.2
                            (per thousand)
                            No. (thousands)           12 995                                     3 791          3 778      20 564
                 Adults     Prevalence
                                                          2.5                                     0.7             0.7         3.9
                            (per thousand)
      Age
                            No. (thousands)            2 980                                    1 024             282       4 286
                 Children   Prevalence
                                                          1.3                                     0.4              0.1            1.9
                            (per thousand)

      This section of the report presents the                    on farms in Latin America, begging in
      main findings related to forced labour                     European cities, and constructing high
      using three broad categories: forced                       rise buildings in the Gulf States, among
      labour exploitation,13 forced sexual                       other sectors and geographic areas.
      exploitation,14 and state-imposed forced                   Regardless of the setting, an identifying
      labour.15                                                  feature of situations of forced labour is
                                                                 lack of voluntariness in taking the job or
      Forced labour, as set out in ILO Forced                    accepting the working conditions, and
      Labour Convention, 1930 (No.29),16 refers                  the application of a penalty or a threat
      to “all work or service which is exacted                   of a penalty to prevent an individual
      from any person under the menace of                        from leaving a situation or otherwise
      any penalty and for which the said person                  to compel work. Coercion can take
      has not offered himself voluntarily”.                      many forms, ranging from physical and
      Men, women, and children are forced                        sexual violence or threats against family
      to work in various settings across the                     members to more subtle means such as
      globe, with examples of forced labour                      withholding of wages, retaining identity
      found in garment making in South Asian                     documents, threats of dismissal, and
      factories, digging for minerals in African                 threats of denunciation to authorities.
      mines, harvesting tomatoes on North
      American farms, working as domestic
      workers in East Asian homes, working

      28                                                           Global estimates of modern slavery: forced labour and forced marriage
victims of forced labour exploitation in
                                                                            economic activities such as agriculture,
                    AN ESTIMATED 24.9 MILLION                               construction, domestic work, and man-
                    PERSONS WERE VICTIMS                                    ufacturing, 4.8 million were victims of
                    OF FORCED LABOUR IN 2016                                forced sexual exploitation, and 4.1 million
                                                                            were victims of forced labour imposed
                    Among the 24.9 million people in any
                                                                            by state authorities.
                    form of forced labour, 16 million were

                    Figure 7

                    Forced labour

                    Number and percentage distribution of victims of forced labour, by sub-category

                                                                                            Forced labour exploitation

                                                                                            Forced sexual exploitation

                               4,100,000                                                    State-imposed forced labour
                                  17%

                        4,800,000
                           19%
                                                     16,000,000
                                                        64%

                    A SIGNIFICANT SHARE OF VICTIMS
                    OF FORCED LABOUR WERE
                    EXPLOITED OUTSIDE
                    THEIR COUNTRY OF RESIDENCE17

                    Almost one of every four victims of forced
                    labour were exploited outside their
                    country of residence. As illustrated
                    in Figure 8, victims of forced sexual
                    exploitation appear most likely to have
                    been exploited outside their country of
                    residence, while, not surprisingly, almost
                    all forced labour imposed by state
                    authorities took place within the borders
                    of their own countries. It should be
                    noted, however, that these differences
                    by typology were driven in part by the
                    differences in the data sources used for
                    measuring them.18

Part 1. The scale and manifestations of modern slavery                                                                    29
Figure 8

       Forced labour and migration

       Percentage of victims of forced labour living outside their country residence, by form of forced labour

100%

80%

60%

40%
                                              74%

20%
                  23%
                                                                          14%                          1%

 0%

         Forced labour (total)           Forced sexual               Forced labour               State-imposed
                                          exploitation                exploitation               forced labour

       The large share of victims exploited                      This point is taken up further in Panel 2.
       outside their country of residence points                 The fight against modern slavery is thus
       to the high degree of risk associated with                integrally related to global initiatives
       migration in the modern world, particu-                   to promote orderly, safe, and regular
       larly for migrant women and children,                     migration, such as the global compact
       who are likely to be the most vulnerable.                 for safe, orderly and regular migration.

       Panel 2

       Migration and the risk of exploitation

       Although most migration is                   smugglers and become traf-                reduced bargaining power.
       voluntary and has a positive                 ficked along the way. Once                Large-scale       displacement
       impact on individuals and so-                they reach their destination,             caused by humanitarian crises
       cieties, migration can increase              migrants who have travelled               such as armed conflicts, nat-
       vulnerability to human traffick-             through regular and irregular             ural disasters, and protracted
       ing and exploitation. Irregular              channels remain vulnerable to             unrest can also create vul-
       migrants,      for    instance,              trafficking in persons and oth-           nerable populations who can
       may be subjected to kidnap                   er forms of exploitation due to           become victims of traffick-
       and ransom demands, extor-                   language barriers, challeng-              ing.19
       tion, physical violence, sex-                es of social integration, and
       ual abuse, and trafficking in                unscrupulous employers and                Migrant workers and job seek-
       persons. They may start their                landlords who take advan-                 ers, who constitute the major-
       journeys by willingly placing                tage of their limited knowl-              ity of international migrants,
       themselves in the hands of                   edge of local conditions and              are vulnerable to human
                                                                                              trafficking throughout their

       30                                                          Global estimates of modern slavery: forced labour and forced marriage
migration process. Labour                  documented the clear links         among children and youth on
      migration is an increasingly               between human trafficking          the move through the Medi-
      complex and dynamic phe-                   and migration. The United          terranean Sea.23
      nomenon taking place within                Nations Office on Drugs and
      and between all regions of                 Crime (UNODC) reports that         Opportunities for exploita-
      the world. In certain migration            approximately 60 per cent of       tion of migrant workers can
      corridors, such as between                 victims of trafficking in per-     include charging recruitment
      Asia and the Arab States and               sons detected between 2012         fees, providing false promis-
      within South-East Asia, the                and 2014 were from outside         es about salaries or working
      number of international mi-                the country where they were        conditions, or even the na-
      grants, the large majority of              exploited.21 IOM also docu-        ture of the job itself. Migrant
      whom are migrant workers,                  mented the predatory behav-        workers may find themselves
      has tripled since 1990. Tem-               iour and the kinds of enabling     employed under substand-
      porary labour migration, par-              environments in which human        ard working conditions, be-
      ticularly of low-skilled work-             trafficking and associated         ing paid at wage levels be-
      ers, is exceeding permanent                forms of abuse and exploita-       low national standards and
      flows, and this presents a sig-            tion flourish along key mi-        counterparts, and sometimes
      nificant governance challenge              gration routes. For example,       kept under these conditions
      in terms of ensuring decent                approximately three-quarters       due to their immigration sta-
      work and reducing migration                of respondents in IOM’s Flow       tus, difficulties in changing
      costs for this category of mi-             Monitoring Surveys conduct-        employment linked to re-
      grant workers.20 Many migrant              ed on the Central Mediterra-       strictive visa regimes, and/
      workers are concentrated in                nean route to Europe from          or debt bondage. While pro-
      specific economic sectors                  North Africa (primarily Libya)     tections for migrant workers
      such as domestic work, man-                reported direct experiences        are increasing in some areas,
      ufacturing, construction, and              of abuse, exploitation, coer-      particularly through bilateral
      agriculture. Special attention             cion and practices that may        agreements, there is a con-
      is required for domestic work-             amount to human traffick-          tinued need to reform the
      ers, who are among the most                ing.22 Findings from a recent      recruiting and contracting
      vulnerable groups of workers.              report by UNICEF and IOM           systems that place migrant
                                                 also shed light on the risks of    workers at risk of forced la-
      Several recent reports have                trafficking and exploitation       bour and human trafficking.

                    NINETY-FOUR PER CENT OF MODERN                       cal data providing insight into the connec-
                    SLAVERY VICTIMS WERE EXPLOITED                       tion between income levels and forced
                    IN A COUNTRY IN THE SAME                             labour movements. To explore this issue,
                    INCOME-BASED REGIONAL GROUPING                       the estimates of victims of forced labour
                    AS THEIR COUNTRY OF RESIDENCE                        were examined according to the income
                                                                         levels of the victims’ country of residence
                    Poverty is often cited as an important risk          and of the country where the exploitation
                    factor for modern slavery, and relative              took place. The results suggest very lit-
                    wealth disparities between countries are             tle movement across income groupings.
                    often cited as a pull factor. While poverty          Ninety-four per cent of victims of forced
                    can drive a decision to migrate for labour,          labour were exploited in a country that
                    it can also act as a barrier to migration,           was in the same income-based regional
                    as members of the poorest groups are of-             grouping as their country of residence.
                    ten unable to raise the money required to            People who were exploited in the low-
                    reach their destination, whether through             and lower-middle-income groupings were
                    accessing loans in their local communities           almost exclusively residents of countries
                    or from others in the migration industry.            that were in the same income grouping.
                    But to date there has been limited empiri-

Part 1. The scale and manifestations of modern slavery                                                            31
1.2.1 Forced labour                                                 Females accounted for a significant-
                                                                    ly larger share of total victims (57 per
      exploitation                                                  cent) than males (43 per cent). Nearly
                                                                    20 per cent of the victims of forced la-
                                                                    bour exploitation were children, who
        This sub-section refers to persons in                       may have worked alone, far from their
        forced labour exploitation imposed by                       families, or together with their parents.
        private actors other than for commercial                    Among cases of forced labour exploita-
        sexual exploitation.                                        tion where the type of work was known,24
                                                                    the largest share – almost a quarter – was
        AN ESTIMATED 16 MILLION PEOPLE                              in domestic work. This was followed by
        WERE VICTIMS OF FORCED                                      the construction (18 per cent), manufac-
        LABOUR EXPLOITATION IMPOSED                                 turing (15 per cent), and agriculture and
        BY PRIVATE ACTORS IN 2016                                   fishing (11 per cent) sectors.

        Figure 9

        Sector of forced labour exploitation

        (a) Sectoral distribution of victims of forced labour       (b) Sex distribution of victims of forced labour
            exploitation(a), (b)                                        exploitation, by sector of economic activity(a), (b)

                                                                                                                                                                                       Female                               Male
                1%
 100%           4%                    Begging
                                                                                                                                                                                                                  10
                7%                                                                                                                                                                 18              18
                                      Mining and quarrying
                9%                                                                                                                                            32
  80%                                 Personal services
                10%                                                                                           48                    48
                                      Wholesale and trade                                     61
                11%
                                      Accommodation and
  60%
                                      food service activities
                                                                        92
                15%                   Agriculture, forestries,                                                                                                                                                              100
                                      and fishing                                                                                                                                                                 90
  40%                                                                                                                                                                              82              82
                18%                   Manufacturing                                                                                                           68
                                      Construction                                                            52                    52
  20%                                                                                         39
                                      Domestic work
               24%
                                                                           8
  0%
                                                                     Accommodation and
                                                                    food service activities

                                                                                              Domestic work

                                                                                                                                    Personal services

                                                                                                                                                        Agriculture, forestries,
                                                                                                                                                                   and fishing
                                                                                                              Wholesale and trade

                                                                                                                                                                                   Manufacturing

                                                                                                                                                                                                   Construction

                                                                                                                                                                                                                  Begging

                                                                                                                                                                                                                             Mining and quarrying

        Note: (a) These figures are based on cases of forced labour exploitation where industry was reported. Informa-
        tion on the industry was available for 65 per cent of total cases of forced labour exploitation; and (b) with the
        exception of begging, categories are based on the International Standard Industrial Classification of All Eco-
        nomic Activities, Rev.4 (1-digit level). For further detail and explanation see United Nations Statistics Division
        (https://unstats.un.org/unsd/cr/registry/regcst.asp?Cl=27).

        32                                                                   Global estimates of modern slavery: forced labour and forced marriage
DIFFERENCES BY SEX IN THE                            Within each of these broader economic
                    TYPOLOGY OF FORCED LABOUR                            activity areas, forced labour exploita-
                    EXPLOITATION WERE CONSIDERABLE                       tion can take on a number of forms.
                                                                         They range from the servile practices
                    Male victims were much more likely than              still found in parts of the world’s poorer
                    female victims to be in the mining, man-             countries, often the vestiges of slavery
                    ufacturing, construction, and agriculture            or longstanding practices of ethnic and
                    sectors. Nine out of every 10 victims in-            social discrimination, to the abuses in the
                    volved in begging were also male. Fe-                supply chains of major modern compa-
                    male victims of forced labour exploita-              nies. Some of these issues by sector are
                    tion were much more likely to be in the              reviewed Panel 3.
                    accommodation and food services in-
                    dustry and in domestic work.

      Panel 3

      Forms of forced labour exploitation in the private economy

      DOMESTIC WORK                               19 per cent. Moreover,             umented, the fragmented
                                                  high-income countries ac-          nature of recruitment can
      The domestic work sec-                      count for 9.1 million domestic     lead to “excessive fees, work-
      tor, which accounted for                    workers globally, amounting        ing conditions akin to forced
      24 per cent of identified                   to about 80 per cent of the        labour, contract substitu-
      forced labour exploitation                  total.                             tion, visa trading, and inef-
      cases, is now receiving more                                                   fective complaint and griev-
      attention for its employment                With a few exceptions,             ance procedures”. Excessive
      potential but also for the                  domestic workers are exclud-       recruitment fees are often
      abuses occurring within it,                 ed from the protections in         transferred to workers in
      including extreme violence.                 national labour laws. Com-         the form of direct payments,
      There has been a steady in-                 mon grievances have includ-        large loans requiring repay-
      crease in the overall number                ed unpaid wages, the with-         ment at extremely high inter-
      of persons, mainly migrant                  holding of wages, lack of          est rates, or salary deduction
      women, seeking employment                   overtime pay, long hours and       schemes.26
      in this sector. Significantly,              heavy workloads, inadequacy
      the ILO’s most recent global                of rest days, absence of health    The situation can be ex-
      estimate of migrant workers                 care and maternity leave,          acerbated when migrant
      has a special focus on mi-                  poor living conditions, and is-    domestic workers are tied
      grant domestic workers.25                   sues related to contracts and      for a lengthy period of time
      Worldwide, there are cur-                   their termination. There has       to one employer by visa ar-
      rently an estimated 67 million              however been some progress         rangements. In such situ-
      domestic workers, of whom                   in recent years, notably since     ations, they may suffer re-
      some 11.5 million are migrant               the ILO’s Domestic Workers         strictions on their freedom
      domestic workers and almost                 Convention, 2011 (No. 189)         of movement, leaving them
      three-quarters are women.                   was adopted.                       isolated and alone and with
      The    Asia and the Pacific                                                    no effective remedy against
      region hosts the largest                    The coercion domestic work-        abusive treatment.
      share, with almost a quarter                ers often face, and which in
      of the world’s female migrant               many cases leads to forced         CONSTRUCTION
      domestic workers, followed                  labour situations, typically
                                                  stems from recruitment and         In the construction industry,
      by Europe with 22.1 per cent
                                                  job placement mechanisms.          which is estimated to employ
      and the Arab States with
                                                  As has been widely doc-            7 per cent of the global work-

Part 1. The scale and manifestations of modern slavery                                                           33
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