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"https://sws.geonames.org/2264397"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Senegal", "es": "Senegal", "fr": "S\u00e9n\u00e9gal", "pt_BR": "Senegal"}, "uri": "https://sws.geonames.org/2245662"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Sierra Leone", "es": "Sierra Leona", "fr": "Sierra Leone", "pt_BR": "Serra Leoa"}, "uri": "https://sws.geonames.org/2403846"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Singapore", "es": "Singapur", "fr": "Singapour", "pt_BR": "Singapura"}, "uri": "https://sws.geonames.org/1880251"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "South Africa", "es": "Sud\u00e1frica", "fr": "Afrique du Sud", "pt_BR": "\u00c1frica do Sul"}, "uri": "https://sws.geonames.org/953987"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "South Korea", "es": "Corea del Sur", "fr": "Cor\u00e9e du Sud", "pt_BR": "Coreia do Sul"}, "uri": "https://sws.geonames.org/1835841"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Spain", "es": "Espa\u00f1a", "fr": "Espagne", "pt_BR": "Espanha"}, "uri": "https://sws.geonames.org/2510769"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Sri Lanka", "es": "Sri Lanka", "fr": "Sri Lanka", "pt_BR": "Sri Lanka"}, "uri": "https://sws.geonames.org/1227603"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Sweden", "es": "Suecia", "fr": "Su\u00e8de", "pt_BR": "Su\u00e9cia"}, "uri": "https://sws.geonames.org/2661886"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Syria", "es": "Siria", "fr": "Syrie", "pt_BR": "S\u00edria"}, "uri": "https://sws.geonames.org/163843"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Thailand", "es": "Tailandia", "fr": "Tha\u00eflande", "pt_BR": "Tail\u00e2ndia"}, "uri": "https://sws.geonames.org/1605651"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Netherlands", "es": "Pa\u00edses Bajos", "fr": "Pays-Bas", "pt_BR": "Pa\u00edses Baixos"}, "uri": "https://sws.geonames.org/2750405"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Togo", "es": "Togo", "fr": "Togo", "pt_BR": "Togo"}, "uri": "https://sws.geonames.org/2363686"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Tunisia", "es": "T\u00fanez", "fr": "Tunisie", "pt_BR": "Tun\u00edsia"}, "uri": "https://sws.geonames.org/2464461"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "T\u00fcrkiye", "es": "Turqu\u00eda", "fr": "Turquie", "pt_BR": "Turquia"}, "uri": "https://sws.geonames.org/298795"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Uganda", "es": "Uganda", "fr": "Ouganda", "pt_BR": "Uganda"}, "uri": "https://sws.geonames.org/226074"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "United Kingdom", "es": "Reino Unido", "fr": "Royaume-Uni", "pt_BR": "Reino Unido"}, "uri": "https://sws.geonames.org/2635167"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "United States", "es": "Estados Unidos", "fr": "\u00c9tats-Unis", "pt_BR": "Estados Unidos"}, "uri": "https://sws.geonames.org/6252001"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Uruguay", "es": "Uruguay", "fr": "Uruguay", "pt_BR": "Uruguai"}, "uri": "https://sws.geonames.org/3439705"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Venezuela", "es": "Venezuela", "fr": "Venezuela", "pt_BR": "Venezuela"}, "uri": "https://sws.geonames.org/3625428"}, {"bbox": "", "centroid": "", "geom": "", "label": {"en": "Zambia", "es": "Zambia", "fr": "Zambie", "pt_BR": "Z\u00e2mbia"}, "uri": "https://sws.geonames.org/895949"}], "groups": [], "relationships_as_subject": [], "relationships_as_object": [], "doi": "10.60966/xuei9biy", "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": ["Productivity"], "es": ["Productividad", "Productividad laboral", "Productividad total de los factores", "Am\u00e9rica Latina y el Caribe", "Base de datos"], "fr": ["Productivit\u00e9"], "pt_BR": ["Produtividade", "Produtividade do trabalho", "Produtividade total dos fatores", "Am\u00e9rica Latina e Caribe"]}, "contact_point": "opendata@iadb.org", "description": {"en": "### Overview\n\nThe *Productivity and Factor Accumulation in Latin America and the Caribbean: A Database 2014 Update* assembles internationally comparable measures of productivity and the production inputs behind them. It reports labor productivity (LP), capital-and-labor productivity (KLP) and Total Factor Productivity (TFP), following the methodology developed by Daude and Fern\u00e1ndez-Arias, together with the underlying series used to construct those indicators.\n\nThe database covers a broad cross-section of countries spanning Latin America and the Caribbean alongside comparator economies from other regions, which allows users to benchmark the region's productivity performance against the rest of the world over several decades. Because the inputs to the productivity calculations are distributed alongside the headline measures, researchers can reproduce, adjust or extend the estimates under alternative assumptions.\n\n### Why productivity matters\n\nProductivity growth is one of the central explanations for long-run differences in income and living standards across countries. A persistent theme in the Inter-American Development Bank's (IDB) research is that Latin America and the Caribbean's development gap is driven less by a shortage of capital or labor than by how efficiently those factors are combined \u2014 that is, by Total Factor Productivity. Datasets like this one give that diagnosis an empirical foundation, making it possible to decompose growth into the part explained by factor accumulation and the part explained by productivity.\n\n### What the data contain\n\nThe dataset is published as a knowledge product of the IDB and includes the productivity database in machine-readable formats (CSV and Stata `.dta`), a variable dictionary describing each field, and a PDF document describing the database and its construction. Together these resources let analysts move directly from the raw series to the TFP estimates.\n\n### Intended uses\n\nThe data support cross-country growth accounting, comparative analyses of LAC productivity, academic research, teaching, and policy work on competitiveness and long-run growth. Access is open under the dataset's Creative Commons license; please review the license terms and cite the dataset when reusing it (see the citation below).", "es": "### Panorama general\n\nLa base de datos *Productividad y Acumulaci\u00f3n de Factores en Am\u00e9rica Latina y el Caribe: Actualizaci\u00f3n 2014* recopila mediciones de la productividad comparables entre pa\u00edses, junto con los insumos productivos que las sustentan. Incluye la productividad laboral (LP), la productividad del capital y el trabajo (KLP) y la Productividad Total de los Factores (TFP, por sus siglas en ingl\u00e9s), calculadas con la metodolog\u00eda de Daude y Fern\u00e1ndez-Arias, y suma adem\u00e1s las series de base con que se elaboraron esos indicadores.\n\nLa cobertura es amplia: re\u00fane pa\u00edses de Am\u00e9rica Latina y el Caribe junto con econom\u00edas de referencia de otras regiones, de modo que es posible medir el desempe\u00f1o de la regi\u00f3n frente al resto del mundo durante varias d\u00e9cadas. Como los insumos que alimentan los c\u00e1lculos vienen distribuidos junto con los resultados principales, quien investiga puede replicar, ajustar o ampliar las estimaciones partiendo de otros supuestos.\n\n### Por qu\u00e9 importa la productividad\n\nDe la productividad depende, en buena medida, por qu\u00e9 unos pa\u00edses alcanzan ingresos y niveles de vida m\u00e1s altos que otros a lo largo del tiempo. La investigaci\u00f3n del Banco Interamericano de Desarrollo (BID) insiste en una idea: el rezago de Am\u00e9rica Latina y el Caribe no se explica tanto por falta de capital o de trabajo como por la eficiencia con que ambos se combinan, esto es, por la Productividad Total de los Factores. Datos como estos respaldan ese diagn\u00f3stico con evidencia y permiten separar, dentro del crecimiento, lo que aporta la acumulaci\u00f3n de factores de lo que aporta la productividad.\n\n### Qu\u00e9 encontrar\u00e1 en los datos\n\nEl conjunto de datos se difunde como producto de conocimiento del BID y re\u00fane la base de productividad en formatos procesables por computadora (CSV y Stata `.dta`), un diccionario que detalla cada variable y un documento en PDF que explica la base y c\u00f3mo fue construida. Con estos materiales se puede ir de las series originales a las estimaciones de TFP sin pasos intermedios.\n\n### Para qu\u00e9 se utiliza\n\nSirve para la contabilidad del crecimiento entre pa\u00edses, para comparar la productividad dentro de ALC, y para la investigaci\u00f3n, la ense\u00f1anza y el dise\u00f1o de pol\u00edticas sobre competitividad y crecimiento de largo plazo. El acceso es abierto bajo la licencia Creative Commons del conjunto de datos; conviene revisar sus t\u00e9rminos y citar la fuente al reutilizarla (la cita figura m\u00e1s abajo).", "fr": "### Aper\u00e7u\n\nLa base de donn\u00e9es *Productivit\u00e9 et accumulation des facteurs en Am\u00e9rique latine et dans les Cara\u00efbes : mise \u00e0 jour 2014* r\u00e9unit des mesures de productivit\u00e9 comparables d'un pays \u00e0 l'autre, accompagn\u00e9es des intrants de production qui les d\u00e9terminent. On y trouve la productivit\u00e9 du travail (LP), la productivit\u00e9 du capital et du travail (KLP) ainsi que la Productivit\u00e9 Totale des Facteurs (TFP), \u00e9tablies selon la m\u00e9thodologie de Daude et Fern\u00e1ndez-Arias, et l'ensemble des s\u00e9ries qui ont servi \u00e0 b\u00e2tir ces indicateurs.\n\nLe champ couvert est vaste : aux pays d'Am\u00e9rique latine et des Cara\u00efbes s'ajoutent des \u00e9conomies de comparaison issues d'autres r\u00e9gions, ce qui permet de mesurer les r\u00e9sultats de la r\u00e9gion face au reste du monde sur plusieurs d\u00e9cennies. Les intrants des calculs \u00e9tant fournis avec les mesures principales, les \u00e9quipes de recherche peuvent reproduire, ajuster ou \u00e9tendre les estimations \u00e0 partir d'autres hypoth\u00e8ses.\n\n### L'enjeu de la productivit\u00e9\n\nSur le long terme, c'est en grande partie la productivit\u00e9 qui explique pourquoi les revenus et les niveaux de vie diff\u00e8rent d'un pays \u00e0 l'autre. Les travaux de la Banque Interam\u00e9ricaine de D\u00e9veloppement (BID) reviennent sur un constat : le retard de d\u00e9veloppement de l'Am\u00e9rique latine et des Cara\u00efbes tient moins \u00e0 une p\u00e9nurie de capital ou de main-d'\u0153uvre qu'\u00e0 la mani\u00e8re, plus ou moins efficace, dont ces facteurs sont associ\u00e9s \u2014 autrement dit \u00e0 la Productivit\u00e9 Totale des Facteurs. De telles donn\u00e9es ancrent ce constat dans l'empirie et permettent de distinguer, au sein de la croissance, ce qui revient \u00e0 l'accumulation des facteurs et ce qui revient \u00e0 la productivit\u00e9.\n\n### Le contenu des donn\u00e9es\n\nPubli\u00e9 comme produit de connaissance de la BID, le jeu de donn\u00e9es comprend la base de productivit\u00e9 dans des formats exploitables par machine (CSV et Stata `.dta`), un dictionnaire pr\u00e9cisant chaque variable et un document PDF pr\u00e9sentant la base et sa construction. R\u00e9unis, ces \u00e9l\u00e9ments m\u00e8nent directement des s\u00e9ries brutes aux estimations de TFP.\n\n### Usages envisag\u00e9s\n\nLes donn\u00e9es se pr\u00eatent \u00e0 la comptabilit\u00e9 de la croissance entre pays, \u00e0 la comparaison de la productivit\u00e9 au sein de l'ALC, ainsi qu'\u00e0 la recherche, \u00e0 l'enseignement et \u00e0 l'\u00e9laboration de politiques sur la comp\u00e9titivit\u00e9 et la croissance de long terme. L'acc\u00e8s est libre sous la licence Creative Commons du jeu de donn\u00e9es ; il convient d'en consulter les conditions et de citer la source en cas de r\u00e9utilisation (voir la citation ci-dessous).", "pt_BR": "### Apresenta\u00e7\u00e3o\n\nA base de dados *Produtividade e Acumula\u00e7\u00e3o de Fatores na Am\u00e9rica Latina e no Caribe: Atualiza\u00e7\u00e3o 2014* re\u00fane medidas de produtividade compar\u00e1veis entre pa\u00edses, acompanhadas dos insumos de produ\u00e7\u00e3o que est\u00e3o por tr\u00e1s delas. Traz a produtividade do trabalho (LP), a produtividade do capital e do trabalho (KLP) e a Produtividade Total dos Fatores (TFP), calculadas pela metodologia de Daude e Fern\u00e1ndez-Arias, al\u00e9m das s\u00e9ries de base usadas para montar esses indicadores.\n\nA abrang\u00eancia \u00e9 ampla: junta pa\u00edses da Am\u00e9rica Latina e o Caribe a economias de refer\u00eancia de outras regi\u00f5es, o que permite avaliar o desempenho da regi\u00e3o diante do resto do mundo ao longo de v\u00e1rias d\u00e9cadas. Como os insumos que alimentam os c\u00e1lculos v\u00eam distribu\u00eddos junto com os resultados principais, quem pesquisa pode reproduzir, ajustar ou ampliar as estimativas partindo de outras hip\u00f3teses.\n\n### Por que a produtividade importa\n\nNo longo prazo, \u00e9 em boa parte a produtividade que explica por que alguns pa\u00edses alcan\u00e7am renda e padr\u00e3o de vida mais altos do que outros. A pesquisa do Banco Interamericano de Desenvolvimento (BID) volta sempre a um ponto: o atraso de desenvolvimento da Am\u00e9rica Latina e o Caribe decorre menos da falta de capital ou de trabalho do que da efici\u00eancia com que esses fatores s\u00e3o combinados, ou seja, da Produtividade Total dos Fatores. Dados como estes sustentam esse diagn\u00f3stico com evid\u00eancia e permitem separar, dentro do crescimento, o que vem da acumula\u00e7\u00e3o de fatores e o que vem da produtividade.\n\n### O que voc\u00ea encontra nos dados\n\nDivulgado como produto de conhecimento do BID, o conjunto de dados re\u00fane a base de produtividade em formatos leg\u00edveis por m\u00e1quina (CSV e Stata `.dta`), um dicion\u00e1rio que detalha cada vari\u00e1vel e um documento em PDF que explica a base e como foi constru\u00edda. Com esse material, d\u00e1 para ir das s\u00e9ries originais \u00e0s estimativas de TFP sem etapas intermedi\u00e1rias.\n\n### Para que serve\n\nApoia a contabilidade do crescimento entre pa\u00edses, a compara\u00e7\u00e3o da produtividade dentro da ALC, al\u00e9m da pesquisa, do ensino e da formula\u00e7\u00e3o de pol\u00edticas sobre competitividade e crescimento de longo prazo. O acesso \u00e9 aberto sob a licen\u00e7a Creative Commons do conjunto de dados; vale conferir os termos e citar a fonte ao reutiliz\u00e1-la (a cita\u00e7\u00e3o aparece abaixo)."}}}