{"id":2929,"date":"2025-06-03T14:44:19","date_gmt":"2025-06-03T12:44:19","guid":{"rendered":"https:\/\/www.uni.lu\/fdef-fr\/?post_type=articles&#038;p=2929"},"modified":"2025-06-03T14:44:20","modified_gmt":"2025-06-03T12:44:20","slug":"devoiler-l-esclavage-moderne-dans-l-industrie-textile-grace-aux-donnees","status":"publish","type":"articles","link":"https:\/\/www.uni.lu\/fdef-fr\/articles\/devoiler-l-esclavage-moderne-dans-l-industrie-textile-grace-aux-donnees\/","title":{"rendered":"D\u00e9voiler l&rsquo;esclavage moderne dans l&rsquo;industrie textile, gr\u00e2ce aux donn\u00e9es"},"content":{"rendered":"\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<p>Le 24 avril 2013, un immeuble de huit \u00e9tages abritant cinq usines textiles s&rsquo;est effondr\u00e9 \u00e0 Dhaka, au Bangladesh. L\u2019effondrement a fait plus de 1 000 victimes et 2 500 bless\u00e9es, et a mis en lumi\u00e8re les conditions de travail inhumaines des ouvriers de l&rsquo;industrie textile. La surpopulation, le manque de consid\u00e9ration des normes de s\u00e9curit\u00e9 et les heures suppl\u00e9mentaires ont contribu\u00e9 \u00e0 la catastrophe meurtri\u00e8re.<\/p>\n\n\n\n<p>L&rsquo;effondrement du Rana Plaza est consid\u00e9r\u00e9 comme un tournant dans la r\u00e9glementation et la transparence de la cha\u00eene d&rsquo;approvisionnement. Sur place, les \u00e9quipes de t\u00e9l\u00e9vision ont film\u00e9 les logos de marques de mode connues parmi les d\u00e9combres : Les consommateurs commencent \u00e0 s&rsquo;interroger sur l&rsquo;origine de leurs v\u00eatements et sur la vie des personnes qui les fabriquaient.<\/p>\n\n\n\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"mettre-son-experience-professionnelle-a-profit\"\n    >\nMettre son exp\u00e9rience professionnelle \u00e0 profit<\/h2>\n\n\n\n<p>C\u2019est le moment d\u2019introduire <a href=\"https:\/\/www.uni.lu\/fdef-en\/people\/ranit-sinha\/\">Ranit Sinha<\/a>. Originaire d&rsquo;Inde, Ranit a travaill\u00e9 dans l&rsquo;industrie textile en Asie pendant dix ans avant de d\u00e9cider de poursuivre ses \u00e9tudes au Luxembourg. Apr\u00e8s avoir obtenu son <a href=\"https:\/\/www.uni.lu\/fdef-en\/study-programs\/master-in-logistics-and-supply-chain-management\/\">master en logistique et gestion de la cha\u00eene d&rsquo;approvisionnement<\/a>, Ranit entame un doctorat en \u00e9conomie et gestion. Son exp\u00e9rience directe du secteur combin\u00e9e aux m\u00e9thodes \u00e9conom\u00e9triques l&rsquo;ont inspir\u00e9 \u00e0 d\u00e9velopper une m\u00e9thode au service des entreprises, leur permettant de s&rsquo;assurer que leurs cha\u00eenes d&rsquo;approvisionnement sont exemptes d&rsquo;esclavage moderne et d&rsquo;exploitation des travailleurs.<\/p>\n\n\n\n<p>Le non-respect des r\u00e9glementations et des normes est g\u00e9n\u00e9ralement d\u00e9tect\u00e9 lors d&rsquo;audits en personne, explique Ranit. Cependant, ces inspections posent plusieurs probl\u00e8mes. Il est co\u00fbteux pour les entreprises d&rsquo;auditer tous leurs sous-traitants ou fournisseurs. Ensuite, les audits sont toujours \u00ab pr\u00e9ventifs \u00bb : les fournisseurs sont donc inform\u00e9s \u00e0 l&rsquo;avance, ce qui leur permet de pr\u00e9senter une image manipul\u00e9e de leurs activit\u00e9s. Parler aux travailleurs ne permet pas davantage de conclusions, car ils subissent souvent des pressions et craignent de perdre leur emploi.<\/p>\n\n\n\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"un-modele-econometrique-pour-identifier-les-fournisseurs-a-haut-risque\"\n    >\nUn mod\u00e8le \u00e9conom\u00e9trique pour identifier les fournisseurs \u00e0 haut risque<\/h2>\n\n\n\n<p>En vue de ces d\u00e9fis, Ranit et son directeur de th\u00e8se, le <a href=\"https:\/\/www.uni.lu\/fdef-en\/people\/joachim-arts\/\">Prof. Joachim Arts<\/a>, ont mis en place un m\u00e9canisme d&rsquo;audit robuste pour identifier et mesurer le \u00ab risque de pr\u00e9valence de l&rsquo;esclavage moderne \u00bb, \u00e0 l&rsquo;aide de mod\u00e8les \u00e9conom\u00e9triques de pointe. Au lieu de s&rsquo;appuyer sur des audits en personne, facilement falsifiables et co\u00fbteux, cette technique utilise des donn\u00e9es publiques ou commerciales et des mod\u00e8les \u00e9conomiques \u00e9tablis.<\/p>\n\n\n\n<p>Concr\u00e8tement, cette fonction permet de pr\u00e9dire la quantit\u00e9 de produits qui peut \u00eatre r\u00e9ellement fabriqu\u00e9e dans une usine qui&nbsp;:<\/p>\n\n\n\n<ul class=\"ulux-list\">\n<li class=\"ulux-list-item\">emploie un certain nombre de personnes,<\/li>\n\n\n\n<li class=\"ulux-list-item\">utilise un certain nombre de machines<\/li>\n\n\n\n<li class=\"ulux-list-item\">et respecte toutes les lois et r\u00e9glementations du travail.<\/li>\n<\/ul>\n\n\n\n<p>Cette estimation peut \u00eatre compar\u00e9e aux donn\u00e9es d\u2019exp\u00e9dition de l\u2019entreprise pour. Si un fournisseur produit plus que ce qui est pr\u00e9vu par le mod\u00e8le, il y a de fortes chances qu\u2019il emploie des travailleurs de mani\u00e8re ill\u00e9gale ou qu&rsquo;il oblige ses employ\u00e9s \u00e0 d\u00e9passer les heures autoris\u00e9 par la loi. Si la diff\u00e9rence est importante, le fournisseur peut \u00eatre signal\u00e9 pour un suivi plus approfondi.<\/p>\n\n\n\n<p>Les entreprises \u00e9tant confront\u00e9es \u00e0 la pression de consommateurs et \u00e0 des r\u00e9glementations visant \u00e0 lutter contre l&rsquo;esclavage moderne, la course est lanc\u00e9e pour prouver leur conformit\u00e9 et obtenir les certifications n\u00e9cessaires. Les marques de mode qui comptent des milliers de fournisseurs peuvent se baser sur la m\u00e9thode de Ranit pour concentrer leurs efforts d\u2019audits aupr\u00e8s des fournisseurs \u00ab \u00e0 haut risque \u00bb, r\u00e9duisant ainsi leurs co\u00fbts d&rsquo;audit et am\u00e9liorant leur efficacit\u00e9 en mati\u00e8re de conformit\u00e9. Ranit soul\u00e8ve les b\u00e9n\u00e9fices pour les ONG et associations, qui pourront mieux cibler leurs efforts visant \u00e0 am\u00e9liorer les conditions de travail dans les usines identifi\u00e9es et pour d\u00e9velopper des campagnes de sensibilisation cibl\u00e9es.<\/p>\n\n\n\n<h2 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"defis-actuels-et-opportunites-futures\"\n    >\nD\u00e9fis actuels et opportunit\u00e9s futures<\/h2>\n\n\n\n<p>Ranit reste toutefois r\u00e9aliste quant \u00e0 l\u2019impact de ces outils. \u00c9voquant son travail de terrain dans un pays exportateur de v\u00eatements \u00e0 bas prix, il d\u00e9crit des fabriques de sous-traitants (usines informelles de niveau 3), o\u00f9 des travailleurs endett\u00e9s vivent sur place dans des conditions ardues. Les travailleurs de ces \u00e9tablissements sont souvent issus de populations migrantes vuln\u00e9rables et marginalis\u00e9es. Ces entreprises, auxquelles les grandes soci\u00e9t\u00e9s sous-traitent g\u00e9n\u00e9ralement des t\u00e2ches manuelles telles que la broderie, la d\u00e9coration ou la coupe de fils, sont souvent non enregistr\u00e9es et introuvables. Elles n&rsquo;apparaissent donc pas dans la cha\u00eene d&rsquo;approvisionnement officielle et \u00e9chappent souvent aux audits de conformit\u00e9.<\/p>\n\n\n\n<p>Pour l&rsquo;avenir, Ranit esp\u00e8re que sa m\u00e9thode aura un int\u00e9r\u00eat commercial. Il cite des mod\u00e8les bas\u00e9s sur l&rsquo;IA actuellement d\u00e9velopp\u00e9s par diverses start-ups. Ces mod\u00e8les traitent des statistiques g\u00e9n\u00e9riques telles que la consommation d&rsquo;\u00e9lectricit\u00e9 et d&rsquo;eau dans les usines et permettent de d\u00e9tecter les \u00e9carts entre les donn\u00e9es d\u00e9clar\u00e9es et les donn\u00e9es r\u00e9elles. Ranit, quant \u00e0 lui, vise \u00e0 d\u00e9velopper un mod\u00e8le d&rsquo;IA avec une approche sectorielle. Son mod\u00e8le pourrait \u00eatre adapt\u00e9 \u00e0 diverses activit\u00e9s, qu&rsquo;il s&rsquo;agisse de la fabrication de v\u00eatements, de la production de cacao ou de la culture de l&rsquo;huile de palme. Il esp\u00e8re offrir aux entreprises un moyen plus simple et moins co\u00fbteux de surveiller leurs cha\u00eenes d&rsquo;approvisionnement, et ouvrir la voie \u00e0 une r\u00e9duction de l&rsquo;exploitation des travailleurs \u00e0 travers le monde.<\/p>\n\n\n\n<p>Cr\u00e9dit photo : Ranit Sinha<\/p>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n<ul class=\"flex flex-wrap mt-24 -mx-16  wp-block-unilux-blocks-free-content-card\">\n    <li class=\"w-full sm:w-1\/2 lg:w-1\/3 px-16 wp-block-unilux-blocks-people-item-automated\"><div class=\"ulux-card card-people bg-theme\">    <div class=\"ulux-card__container\">\n        <div class=\"ulux-card__visual\">\n            <!-- Template Image Component: default -->\n<img decoding=\"async\" class=\"w-full\" width=\"\" height=\"\" rel=\"\" alt=\"Ranit SINHA\" src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMzk3MzVfX1Jhbml0IFNJTkhB\" srcset=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMzk3MzVfX1Jhbml0IFNJTkhB--thumbnail 150w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMzk3MzVfX1Jhbml0IFNJTkhB--medium 300w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMzk3MzVfX1Jhbml0IFNJTkhB--medium_large 768w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMzk3MzVfX1Jhbml0IFNJTkhB--large 1024w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMzk3MzVfX1Jhbml0IFNJTkhB--1536x1536 1536w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMzk3MzVfX1Jhbml0IFNJTkhB--2048x2048 2048w\" loading=\"lazy\" \/><!-- end Image Component -->\n        <\/div>\n        <div class=\"ulux-card__body card-people\">\n            <h3 class=\"card__name\">Ranit SINHA<\/h3>\n            <div class=\"card__organization\">FSTM<\/div>\n            <div class=\"card__function\">Doctoral researcher<\/div>\n            <div class=\"ulux-card__link-wrapper card__link wp-block-unilux-blocks-simple-cta wp-block-unilux-blocks-people-item-automated\">\n    <a\n        href=\"https:\/\/www.uni.lu\/fstm-en\/people\/ranit-sinha\/\"\n        title=\"Ranit SINHA\"\n        class=\"link-text link-text--icon ulux-card__link link-absolute\"\n        target=\"\"\n    >\n        <span class=\"link-text__body\">\n            <span class=\"link-text__name\">Voir le profil<\/span>\n        <\/span>\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>    <\/a>\n<\/div>\n        <\/div>\n    <\/div>\n<\/div><\/li><li class=\"w-full sm:w-1\/2 lg:w-1\/3 px-16 wp-block-unilux-blocks-people-item-automated\"><div class=\"ulux-card card-people bg-theme\">    <div class=\"ulux-card__container\">\n        <div class=\"ulux-card__visual\">\n            <!-- Template Image Component: default -->\n<img decoding=\"async\" class=\"w-full\" width=\"\" height=\"\" rel=\"\" alt=\"Prof Joachim ARTS\" src=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMjg3NTNfX0pvYWNoaW0gQVJUUw==\" srcset=\"https:\/\/www.uni.lu\/en\/person-image\/NTAwMjg3NTNfX0pvYWNoaW0gQVJUUw==--thumbnail 150w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMjg3NTNfX0pvYWNoaW0gQVJUUw==--medium 300w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMjg3NTNfX0pvYWNoaW0gQVJUUw==--medium_large 768w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMjg3NTNfX0pvYWNoaW0gQVJUUw==--large 1024w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMjg3NTNfX0pvYWNoaW0gQVJUUw==--1536x1536 1536w,https:\/\/www.uni.lu\/en\/person-image\/NTAwMjg3NTNfX0pvYWNoaW0gQVJUUw==--2048x2048 2048w\" loading=\"lazy\" \/><!-- end Image Component -->\n        <\/div>\n        <div class=\"ulux-card__body card-people\">\n            <h3 class=\"card__name\">Prof Joachim ARTS<\/h3>\n            <div class=\"card__organization\">FSTM<\/div>\n            <div class=\"card__function\">Full professor in Supply Chain Management and Logistics<\/div>\n            <div class=\"ulux-card__link-wrapper card__link wp-block-unilux-blocks-simple-cta wp-block-unilux-blocks-people-item-automated\">\n    <a\n        href=\"https:\/\/www.uni.lu\/fstm-en\/people\/joachim-arts\/\"\n        title=\"Prof Joachim ARTS\"\n        class=\"link-text link-text--icon ulux-card__link link-absolute\"\n        target=\"\"\n    >\n        <span class=\"link-text__body\">\n            <span class=\"link-text__name\">Voir le profil<\/span>\n        <\/span>\n        <svg aria-hidden=\"true\" focusable=\"false\" class=\"icon icon-outline icon--arrow-right \"><use xlink:href=\"https:\/\/www.uni.lu\/wp-content\/themes\/unilux-theme\/assets\/images\/icons\/icons-outline.svg#icon--arrow-right\"><\/use><\/svg>    <\/a>\n<\/div>\n        <\/div>\n    <\/div>\n<\/div><\/li><\/ul>\n\n\n<p><\/p>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":320,"featured_media":2931,"template":"","format":"standard","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"","uluxPrePostTitle":"","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false},"articles-category":[],"articles-topic":[],"organisation":[100],"authorship":[320],"acf":[],"yoast_head":"<!-- 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