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"groups": [], "relationships_as_subject": [], "relationships_as_object": [], "doi": "10.60966/9jd6-m354", "doi_status": true, "domain": "https://data.iadb.org", "doi_date_published": "2025-03-08", "doi_publisher": "IADB", "data_collection_type": [{"uri": "https://taxonomy.iadb.org/knowledgeProductsTaxonomy/ba70c67d-1a87-46ac-ad2a-479d2c354809", "labels": {"en": "Observational Data", "es": "Datos Observacionales", "fr": "Donn\u00e9es d'observation", "pt_BR": "Dados Observacionais"}}], "keyword": {"en": ["Education", "Labor Demand", "Labor Market", "Standard Deviation"], "es": ["Educaci\u00f3n", "Demanda laboral", "Mercado laboral", "Desviaci\u00f3n est\u00e1ndar"], "fr": ["\u00c9ducation", "Demande de travail", "March\u00e9 du travail", "\u00c9cart-type"], "pt_BR": ["Educa\u00e7\u00e3o", "Demanda por trabalho", "Mercado de trabalho", "Desvio padr\u00e3o"]}, "contact_point": "opendata@iadb.org", "description": {"en": "This dataset provides detailed information on labor demand and supply in the three metropolitan areas along Bolivia\u2019s central axis.  \nIt supports research and policy analysis on Bolivian employment trends, workforce skills, and market alignment between employers and training institutions.\n\nLabor demand data were collected through two surveys conducted with companies in 2015 and 2016, capturing hiring needs, required qualifications, and occupational profiles.  \nLabor supply data were gathered through a census of university training centers (at both the professional and technical levels) and a survey of technical institutes, providing insights into the availability of trained professionals in key economic sectors.\n\nTogether, these sources offer a comprehensive view of the employment landscape in Bolivia, helping policymakers and researchers identify gaps between workforce training and labor market demand.", "es": "Este conjunto de datos re\u00fane informaci\u00f3n detallada sobre la oferta y la demanda de trabajo en las tres \u00e1reas metropolitanas que conforman el eje central de Bolivia.  \nConstituye un insumo para la investigaci\u00f3n y para el an\u00e1lisis de pol\u00edticas en torno a las tendencias del empleo en el pa\u00eds, las competencias de la fuerza laboral y el grado de correspondencia entre las empresas y las instituciones de formaci\u00f3n.\n\nLa informaci\u00f3n sobre demanda laboral proviene de dos encuestas aplicadas a empresas en 2015 y 2016, que documentan necesidades de contrataci\u00f3n, requisitos de cualificaci\u00f3n y perfiles ocupacionales.  \nLa informaci\u00f3n sobre oferta laboral se construy\u00f3 a partir de un censo de centros de formaci\u00f3n universitaria (de nivel profesional y t\u00e9cnico) y de una encuesta a institutos t\u00e9cnicos, lo que permite dimensionar la disponibilidad de profesionales capacitados en sectores econ\u00f3micos estrat\u00e9gicos.\n\nEn su conjunto, estas fuentes brindan una mirada integral del panorama del empleo en Bolivia y facilitan a responsables de pol\u00edticas e investigadores la identificaci\u00f3n de brechas entre la formaci\u00f3n de la fuerza laboral y lo que demanda el mercado laboral.", "fr": "Ce jeu de donn\u00e9es rassemble des informations d\u00e9taill\u00e9es sur l\u2019offre et la demande de travail dans les trois zones m\u00e9tropolitaines qui composent l\u2019axe central de la Bolivie.  \nIl sert de base \u00e0 la recherche et \u00e0 l\u2019analyse des politiques portant sur l\u2019\u00e9volution de l\u2019emploi dans le pays, sur les comp\u00e9tences de la main-d\u2019\u0153uvre et sur la coh\u00e9rence entre les entreprises et les \u00e9tablissements de formation.\n\nLes donn\u00e9es relatives \u00e0 la demande de travail sont issues de deux enqu\u00eates r\u00e9alis\u00e9es aupr\u00e8s d\u2019entreprises en 2015 et 2016, qui consignent les besoins de recrutement, les qualifications attendues et les profils professionnels.  \nLes donn\u00e9es relatives \u00e0 l\u2019offre de travail reposent sur un recensement des centres de formation universitaire (niveaux professionnel et technique) ainsi que sur une enqu\u00eate men\u00e9e aupr\u00e8s des instituts techniques, ce qui \u00e9claire la disponibilit\u00e9 de professionnels qualifi\u00e9s dans des secteurs \u00e9conomiques cl\u00e9s.\n\nPrises ensemble, ces sources offrent une vision globale du paysage de l\u2019emploi en Bolivie et aident les responsables des politiques et les chercheurs \u00e0 cerner les \u00e9carts entre la formation de la main-d\u2019\u0153uvre et la demande du march\u00e9 du travail.", "pt_BR": "Este conjunto de dados re\u00fane informa\u00e7\u00f5es detalhadas sobre a oferta e a demanda de trabalho nas tr\u00eas \u00e1reas metropolitanas que formam o eixo central da Bol\u00edvia.  \nServe de subs\u00eddio para a pesquisa e para a an\u00e1lise de pol\u00edticas a respeito das tend\u00eancias do emprego no pa\u00eds, das compet\u00eancias da for\u00e7a de trabalho e da correspond\u00eancia entre as empresas e as institui\u00e7\u00f5es de forma\u00e7\u00e3o.\n\nAs informa\u00e7\u00f5es sobre demanda de trabalho v\u00eam de duas pesquisas aplicadas a empresas em 2015 e 2016, que registram necessidades de contrata\u00e7\u00e3o, requisitos de qualifica\u00e7\u00e3o e perfis ocupacionais.  \nJ\u00e1 as informa\u00e7\u00f5es sobre oferta de trabalho foram constru\u00eddas a partir de um censo de centros de forma\u00e7\u00e3o universit\u00e1ria (nos n\u00edveis profissional e t\u00e9cnico) e de uma pesquisa junto a institutos t\u00e9cnicos, o que ajuda a dimensionar a disponibilidade de profissionais capacitados em setores econ\u00f4micos estrat\u00e9gicos.\n\nEm conjunto, essas fontes oferecem um olhar abrangente sobre o panorama do emprego na Bol\u00edvia e ajudam formuladores de pol\u00edticas e pesquisadores a identificar lacunas entre a forma\u00e7\u00e3o da for\u00e7a de trabalho e o que o mercado de trabalho demanda."}}}