{"type":"survey","doc_desc":{"title":"ARG_2018_EPH_v01_M","idno":"DDI_ARG_2018_EPH_v01_M","producers":[{"name":"Department of Statistics","abbreviation":"ILO","affiliation":"International Labour Organisation","role":"Producer of the DDI (via API)"}],"prod_date":"2020-09-09","version_statement":{"version":"Version 01 (September 2020). This version is identical to ILO Version (ARG_2018_EPH_v01_M_ILO_VAR) except for the following fields that were edited by the World Bank: DDI ID, Study ID, DDI Version Description."}},"study_desc":{"title_statement":{"idno":"ARG_2018_EPH_v01_M","title":"Encuesta Permanente de Hogares 2018","alt_title":"EPH 2018"},"authoring_entity":[{"name":"Instituto Nacional de Estad\u00edstica y Censos (INDEC)","affiliation":"Rep\u00fablica Argentina"}],"distribution_statement":{"contact":[{"name":"Centro Estad\u00edstico de Servicios","affiliation":"Instituto Nacional de Estad\u00edstica y Censos","email":"ces@indec.mecon.gov.ar","uri":"www.indec.gov.ar"}]},"series_statement":{"series_name":"Labor Force Survey [hh\/lfs]","series_info":"La Encuesta Permanente de Hogares (EPH) es un programa nacional de producci\u00f3n sistem\u00e1tica y permanente de indicadores sociales que lleva a cabo el Instituto Nacional de Estad\u00edstica y Censos (INDEC) conjuntamente con las direcciones provinciales de estad\u00edstica (DPE). Tiene por objeto relevar las caracter\u00edsticas sociodemogr\u00e1ficas y socioecon\u00f3micas de la poblaci\u00f3n. \n\nEn su modalidad original, se ha venido aplicando en Argentina desde 1973, dos veces al a\u00f1o (mayo y octubre). Con un plan de incorporaci\u00f3n progresiva, se han llegado a cubrir 31 Aglomerados urbanos y un \u00e1rea urbano-rural. Este proceso de extensi\u00f3n y aplicaci\u00f3n (con ajustes graduales para la captaci\u00f3n de nuevos fen\u00f3menos) se desarroll\u00f3 en el marco del esquema de centralizaci\u00f3n normativa y descentralizaci\u00f3n ejecutiva, siendo realizados los relevamientos por las Direcciones Provinciales de Estad\u00edstica bajo las normas t\u00e9cnicas y metodol\u00f3gicas fijadas y monitoreadas por el equipo central de la EPH en INDEC. Cabe se\u00f1alar que en base a esta encuesta se proporcionan regularmente, entre otros resultados, las tasas oficiales de empleo, desocupaci\u00f3n, subocupaci\u00f3n y pobreza. La difusi\u00f3n de esos resultados se complementa con la producci\u00f3n habitual de una gran cantidad de tabulados (para cada uno de los aglomerados, para las regiones estad\u00edsticas y para el total de los aglomerados), bases de datos y publicaciones, ampli\u00e1ndose la oferta de informaci\u00f3n con temas especiales, generalmente tratados a trav\u00e9s de m\u00f3dulos anexados a los cuestionarios b\u00e1sicos. Tambi\u00e9n se realiza regularmente, en el marco de la EPH, el desarrollo de metodolog\u00edas y de an\u00e1lisis de resultados propios y\/o articulados con otros componentes del Sistema Estad\u00edstico Nacional. En cierta etapa de extensi\u00f3n del programa, dadas las nuevas caracter\u00edsticas de la inserci\u00f3n laboral y el nuevo escenario emergente en relaci\u00f3n a la condici\u00f3n social en general y al mercado de trabajo en particular, se hizo necesario adecuar globalmente los instrumentos de medici\u00f3n para dar cuenta de estos procesos y de su din\u00e1mica.\n\nEs por ello que, sin alterar los prop\u00f3sitos iniciales del relevamiento, se ha encarado un intensivo proceso de reformulaci\u00f3n integral de la EPH, con el objetivo de reelaborar la metodolog\u00eda de medici\u00f3n y las formas de operaci\u00f3n atendiendo a las caracter\u00edsticas socioecon\u00f3micas actuales, a las nuevas modalidades de inserci\u00f3n en el mercado de trabajo y a su din\u00e1mica de cambio. Las referencias a la experiencia internacional han contextualizado tambi\u00e9n dicho proceso de reelaboraci\u00f3n. La reformulaci\u00f3n de la EPH abarc\u00f3 aspectos tem\u00e1ticos, en funci\u00f3n de la adecuaci\u00f3n de los instrumentos de captaci\u00f3n y las dimensiones de an\u00e1lisis y presentaci\u00f3n de resultados; muestrales, tendientes a adecuar el dise\u00f1o a cambios m\u00e1s frecuentes en los fen\u00f3menos medidos; y organizativos, ajustando la modalidad de trabajo y los procesos inform\u00e1ticos a los dise\u00f1os tem\u00e1ticos y muestrales establecidos. En funci\u00f3n del desarrollo t\u00e9cnico de esos aspectos de la reformulaci\u00f3n, la nueva encuesta cuenta con cuestionarios redise\u00f1ados, aplicados en una muestra distribuida en el tiempo, bajo una modalidad de relevamiento continuo y con mayor frecuencia de presentaci\u00f3n de resultados."},"version_statement":{"version":"Version 01"},"study_info":{"topics":[{"topic":"Gender","vocab":"ILO","uri":""},{"topic":"Age","vocab":"ILO","uri":""},{"topic":"Place of birth","vocab":"ILO","uri":""},{"topic":"Marital status","vocab":"ILO","uri":""},{"topic":"Education","vocab":"ILO","uri":""},{"topic":"Working age population","vocab":"ILO","uri":""},{"topic":"Labour Force Status","vocab":"ILO","uri":""},{"topic":"Multiple job holders","vocab":"ILO","uri":""},{"topic":"Status in employment","vocab":"ILO","uri":""},{"topic":"Economic activity","vocab":"ILO","uri":""},{"topic":"Occupation","vocab":"ILO","uri":""},{"topic":"Institutional sector (private\/public)","vocab":"ILO","uri":""},{"topic":"Working time arrangement","vocab":"ILO","uri":""},{"topic":"Type of contract","vocab":"ILO","uri":""},{"topic":"Informal Economy","vocab":"ILO","uri":""},{"topic":"Weekly working hours","vocab":"ILO","uri":""},{"topic":"Monthly earnings","vocab":"ILO","uri":""},{"topic":"Looking for another job","vocab":"ILO","uri":""},{"topic":"Time-related underemployment","vocab":"ILO","uri":""},{"topic":"Duration of unemployment","vocab":"ILO","uri":""},{"topic":"Youth not in education, employment or training","vocab":"ILO","uri":""},{"topic":"Social Security Contribution","vocab":"ILO","uri":""},{"topic":"Paid leave","vocab":"ILO","uri":""},{"topic":"Sick leave","vocab":"ILO","uri":""},{"topic":"Registration","vocab":"ILO","uri":""},{"topic":"Place of work","vocab":"ILO","uri":""},{"topic":"Size of the establishment","vocab":"ILO","uri":""}],"abstract":"El objetivo principal de la Encuesta Permanente de Hogares es generar indicadores relacionados con el empleo, el desempleo, los ingresos y otras caracter\u00edsticas sociales y econ\u00f3micas, que permitan conocer la evoluci\u00f3n del bienestar de la poblaci\u00f3n argentina.","coll_dates":[{"start":"2018-08","end":"2018-10","cycle":"Primer trimestre"},{"start":"2018-11","end":"2018-01","cycle":"Segundo trimestre"},{"start":"2018-02","end":"2018-04","cycle":"Tercer trimestre"},{"start":"2018-05","end":"2018-07","cycle":"Cuarto trimestre"}],"nation":[{"name":"Argentina","abbreviation":"ARG"}],"geog_coverage":"Desde el 3\u00b0 trimestre de 2006 abarca el total de 31 aglomerados urbanos donde habita, aproximadamente, el 70% de la poblaci\u00f3n urbana del pa\u00eds (Gran Buenos Aires, Gran La Plata, Bah\u00eda Blanca-Cerri, Mar del Plata-Bat\u00e1n, Gran Catamarca, Gran C\u00f3rdoba, R\u00edo Cuarto, Corrientes, Gran Resistencia, Comodoro Ridadavia-Rada Tilly, Gran Paran\u00e1, Concordia, Formosa, Jujuy-Palpal\u00e1, Santa Rosa-Toay, La Rioja, Gran Mendoza, Posadas, Neuqu\u00e9n-Plottier, Salta, Gran San Juan, San Luis-El Chorrillo, R\u00edo Gallegos, Gran Rosario, Gran Santa Fe, Santiago del Estero-La Banda, Ushuaia-R\u00edo Grande, Gran Tucum\u00e1n-Taf\u00ed Viejo, San Nicol\u00e1s-Villa Constituci\u00f3n, Viedma-Carmen de Patagones y Rawson-Trelew).\n\nCubre todas las capitales de provincia y aglomerados urbanos de m\u00e1s de 100 mil habitantes.","analysis_unit":"- Hogares\n- Individuos","universe":"La poblaci\u00f3n urbana residente en viviendas particulares de la Argentina que vive en ciudades de m\u00e1s de 100.000 habitantes y en capitales de provincia.","data_kind":"Sample survey data [ssd]","notes":"La Encuesta Permanente de Hogares (EPH) es una encuesta de prop\u00f3sitos m\u00faltiples que releva informaci\u00f3n sobre hogares y personas en torno a las siguientes tem\u00e1ticas: situaci\u00f3n laboral, caracter\u00edsticas demogr\u00e1ficas b\u00e1sicas (edad, sexo, situaci\u00f3n conyugal, etc.), caracter\u00edsticas migratorias, habitacionales, educacionales e ingresos. M\u00e1s all\u00e1 de su gran amplitud tem\u00e1tica, los aspectos laborales adquieren una relevancia central. Entre los conceptos principales que permiten dar cuenta de la relaci\u00f3n de la poblaci\u00f3n con el mercado de trabajo se encuentra el de condici\u00f3n de actividad, categor\u00eda ocupacional, subempleo, informalidad, entre otros."},"method":{"data_collection":{"frequency":"Trimestral: promedio basado en 3 puntos de datos mensuales","sampling_procedure":"Tama\u00f1o de la muestra: 230,083\n\n- Marco muestral\nLa Rep\u00fablica Argentina est\u00e1 dividida desde el punto de vista pol\u00edtico administrativo en provincias y \u00e9stas en departamentos (en la provincia de Buenos Aires se denominan partidos).\n\nCon fines censales, estos departamentos se subdividen en unidades menores: fracciones y radios censales. Cada radio censal est\u00e1 constituido por un conjunto de aproximadamente 300 viviendas, en tanto una fracci\u00f3n es un agrupamiento de radios censales. El listado de estos radios censales (los incluidos en el dominio bajo estudio) es el que constituye el llamado Marco muestral.\n\n- Estratificaci\u00f3n\nCon el objeto de mejorar la precisi\u00f3n de las estimaciones elaboradas por la Encuesta, se definen criterios para agrupar las unidades de primera etapa de selecci\u00f3n (radios censales). Cada uno de estos grupos llamados estratos est\u00e1 caracterizado mediante variables sociodemogr\u00e1ficas a nivel de las unidades primarias, cuya definici\u00f3n puede o no variar en cada censo.\n\n- Plan de muestreo\nEn general, el dise\u00f1o muestral de la EPH consiste en muestras biet\u00e1picas estratificadas, es decir que las unidades primarias (radios censales) son agrupadas en estratos, para luego realizar una selecci\u00f3n de las mismas con probabilidad proporcional a su tama\u00f1o, medido en cantidad de viviendas particulares. En una segunda etapa se seleccionan las viviendas en forma aleatoria, dentro de las unidades primarias seleccionadas, a partir de un listado de viviendas elaborado en cada una de esas unidades. En el caso del Alto Valle de R\u00edo Negro se utiliz\u00f3 una muestra triet\u00e1pica en la zona rural y una muestra biet\u00e1pica estratificada en la zona urbana. Delimitaci\u00f3n del \u00e1rea geogr\u00e1fica a estudiar para cada uno de los dominios. La EPH toma como base para el dominio geogr\u00e1fico a estudiar en cada uno de los aglomerados urbanos la definici\u00f3n de \"Aglomerado Censal\".\n\nConstrucci\u00f3n de los marcos muestrales. El censo de poblaci\u00f3n proporciona la materia prima, esto es la cartograf\u00eda y los datos b\u00e1sicos, para construir el marco muestral, o sea los listados de radios censales a partir de los cuales se selecciona, en cada aglomerado, la muestra de Unidades de Primera Etapa (radios censales). Tambi\u00e9n a partir de esos datos se adjudican las probabilidades de selecci\u00f3n. Estratificaci\u00f3n de los marcos muestrales. La informaci\u00f3n suministrada por el censo (datos sobre la vivienda, el nivel de instrucci\u00f3n de las personas, etc.) permite estratificar los marcos muestrales para mejorar as\u00ed las estimaciones.","sampling_deviation":"A partir del 3\u00b0 trimestre de 2006 se incorporaron a la EPH continua tres aglomerados (San Nicol\u00e1s-Villa Constituci\u00f3n, Viedma-Carmen de Patagones y Rawson-Trelew), que ven\u00edan relev\u00e1ndose en la modalidad de EPH puntual, por lo cual el total de aglomerados relevados pas\u00f3 a ser 31. En el 3\u00b0 trimestre de 2006 se ampli\u00f3 la muestra de hogares de la EPH en los aglomerados de menos de 500 mil habitantes. Esto permiti\u00f3 dar estimaciones trimestrales de las tasas del mercado laboral para todos los aglomerados (ver comunicados de la EPH, Serie Hist\u00f3rica). \n\nEl Instituto Nacional de Estad\u00edstica y Censos (INDEC) pone en vigencia, a partir del 1\u00ba trimestre de 2011, la clasificaci\u00f3n de Actividades Econ\u00f3micas para encuestas del MERCOSUR 1.0 (CAES 1.0) basada en la CIIU Revisi\u00f3n 4 de las Naciones Unidas. A partir del 1\u00ba trimestre de 2012 la codificaci\u00f3n de la actividad econ\u00f3mica se realiza mediante el Clasificador de Actividades Econ\u00f3micas para Encuestas del MERCOSUR 1.0 (CAES 1.0) basada en la CIIU Revisi\u00f3n 4 de las Naciones Unidas.","coll_mode":"Computer Assisted Personal Interview [capi]","research_instrument":"Se utilizan dos cuestionarios:\n- Cuestionario individual\n- Cuestionario de hogares","coll_situation":"La EPH continua modific\u00f3 los cuestionarios para adaptarlos a los cambios ocurridos en el mercado de trabajo. La encuesta original hab\u00eda sido dise\u00f1ada en la d\u00e9cada de los 70, cuando predominaban los empleos estables y de car\u00e1cter formal. En la d\u00e9cada de los 90 el mercado laboral se vio profundamente alterado por la precarizaci\u00f3n de los puestos de trabajo, el ascenso del desempleo y la aparici\u00f3n de nuevas modalidades de contrataci\u00f3n.\n \nLos principales cambios - enero de 2003:\n- Cuestionarios redise\u00f1ados para reflejar m\u00e1s adecuadamente el mercado laboral.\n- Muestra dise\u00f1ada para la captaci\u00f3n continua de la informaci\u00f3n.\n- Mayor frecuencia de presentaci\u00f3n de los resultados.\n\nPara evaluar los cambios se realizaron un conjunto de pruebas articuladas en un dise\u00f1o de experimento (orientado a estudiar separadamente la incidencia de los distintos factores de cambio, fundamentalmente cuestionario y relevamiento continuo). En una primera etapa se evalu\u00f3 el efecto cuestionario y el efecto del relevamiento continuo por separado. En una segunda etapa, el efecto combinado. Frente a los cambios operados en el mercado de trabajo se redise\u00f1aron los cuestionarios para reflejar sus nuevas caracter\u00edsticas y mejorar la captaci\u00f3n de las que se ven\u00edan midiendo. La estrategia de indagaci\u00f3n del cuestionario individual tradicional se caracteriz\u00f3 por tener preguntas breves que deb\u00edan ser le\u00eddas textualmente, y que requer\u00edan una intensa capacitaci\u00f3n de los encuestadores a fin de orientar los sondeos necesarios para su correcta aplicaci\u00f3n.\n\nEn cambio, el cuestionario individual reformulado se caracteriza por incorporar las preguntas auxiliares, garantizando una mayor homogeneidad de los resultados. La mejora en la medici\u00f3n se bas\u00f3, por ejemplo, en: recuperar formas ocultas de ocupaci\u00f3n (trabajo femenino, trabajo irregular, changas, actividades no reconocidas habitualmente como trabajo por la poblaci\u00f3n) y formas ocultas de desempleo (captando modalidades formales e informales de b\u00fasqueda de ocupaci\u00f3n). Tambi\u00e9n se profundizo la captaci\u00f3n de modalidades especiales promovidas (planes de empleo, pasant\u00edas, etc.), condiciones de trabajo (lugar de trabajo, jornada, turnos, etc.), situaci\u00f3n de cobertura social, etc.","act_min":"La revisi\u00f3n de materiales, la realizaci\u00f3n de supervisiones y distintas t\u00e9cnicas de control de la calidad de la informaci\u00f3n permitieron observar:\n- Diferencias entre la informaci\u00f3n vertida en los cuestionarios y la grabada en la base de datos;\n- Correcciones, tachaduras, incompletitudes y faltantes en los cuestionarios, sin las correspondientes aclaraciones;\n- Falta de aplicaci\u00f3n de los cuestionarios en campo, en especial los bloques de preguntas espec\u00edficos para la determinaci\u00f3n de la condici\u00f3n de actividad;\n- N\u00f3minas de personal con significativas discrepancias entre las funciones formales y las reales;\n- Cambios en las modalidades del trabajo de campo. Se modificaron pr\u00e1cticas evaluadas en la organizaci\u00f3n del trabajo de Campo sin explicitar los fundamentos de tales modificaciones;\n- Importante renovaci\u00f3n de la planta de encuestadores en el aglomerado Gran Buenos Aires sin la capacitaci\u00f3n y evaluaci\u00f3n pertinentes;\n- Creciente no respuesta en variables muy significativas (ej: montos y fuentes de ingresos);\n- Carencia de informaci\u00f3n documentada en el sistema sobre funcionamiento operativo y resultados metodol\u00f3gicos en particular del aglomerado GBA (ejemplos: carga semanal de trabajo por encuestador, consultas de inconsistencias tem\u00e1ticas, evoluci\u00f3n de la no respuesta por causa, etc\u00e9tera.);\n- Carencia de un plan sistem\u00e1tico de recapacitaci\u00f3n y monitoreo de la EPH en todo el pa\u00eds.","weight":"La estrategia m\u00e1s difundida de correcci\u00f3n de no respuesta parcial para la informaci\u00f3n de ingresos es la de la imputaci\u00f3n de los valores faltantes. Esta t\u00e9cnica es la que aplica el INDEC en las bases de microdatos de la EPH, al igual que lo hacen las principales oficinas nacionales de estad\u00edstica y los organismos internacionales. El m\u00e9todo de imputaci\u00f3n de ingresos utilizado es el de hot-deck aleatorio que sint\u00e9ticamente, consiste en seleccionar un 'donante' para cada valor faltante dentro de cierta sub-poblaci\u00f3n definida por ciertas variables auxiliares, correlacionadas o asociadas con la variable cuya no repuesta se corrige. Ello significa que cada valor faltante es 'imputado' por un valor 'v\u00e1lido' que pertenece al mismo grupo de clasificaci\u00f3n. La imputaci\u00f3n se realiza sustituyendo el valor faltante por un valor v\u00e1lido e cada una de las variables.\n\nUtilizar campo pondera para estimar la poblaci\u00f3n total. La variable de ponderaci\u00f3n es calibrada de acuerdo a la estructura de edad y sexo de la poblaci\u00f3n proyectada para la poblaci\u00f3n de referencia de la encuesta. A los procedimientos habituales de ajuste de la ponderaci\u00f3n se agrega una calibraci\u00f3n final seg\u00fan la proyecci\u00f3n demogr\u00e1fica de proporciones de la poblaci\u00f3n, seg\u00fan sexo y seg\u00fan tramos de edad. El procedimiento apunta a eliminar o reducir las fluctuaciones originadas en el muestreo, ya que trimestre a trimestre -seg\u00fan la muestra de viviendas que ingresa al panel- cambia la estructura demogr\u00e1fica de la muestra. Esto puede provocar que, por ejemplo, si en la muestra ingresan en edad te\u00f3ricamente inactiva y se disminuya artificialmente la tasa de actividad y de empleo, o lo inverso si entran pocos ni\u00f1os y adultos mayores a la muestra."},"analysis_info":{"response_rate":"Para el primer, segundo, tercer y cuarto trimestre, para minimizar el efecto de la no respuesta de ingresos, se asign\u00f3 a los no respondentes el comportamiento de los respondentes por estrato de la muestra, por lo cual, para el tratamiento de los ingresos y la pobreza se presentan dos tipos de ponderadores:\n\n1. El campo PONDERA, sin correcci\u00f3n, que se utiliza adem\u00e1s para el resto de las variables.\n2. Los campos PONDII, PONDIIO, PONDIH con correcci\u00f3n por no respuesta:\n\u2022 PONDII para el tratamiento del ingreso total individual(p47t, decindr, adecindr, rdecindr, pdecindr, gdecindr, idecindr).\n\u2022 PONDIIO para el ingreso de la ocupaci\u00f3n principal (p21, pp06c, pp06d, pp08d1, pp08d4, pp08f1, pp08f2, pp08j1, pp08j2,pp08j3, decocur, adecocur, rdecocur, pdecocur, gdecocur, idecocur).\n\u2022 PONDIH para el ingreso total familiar (ITF, decifr, adecifr, rdecifr, pdecifr, gdecifr, idecifr), el ingreso per c\u00e1pita familiar (IPCF, deccfr, adecifr, rdecifr, pdecifr, gdecifr, idecifr).\n\nLos campos de deciles se presentan calculados con estos ponderadores con correcci\u00f3n por no respuesta. El usuario puede tambi\u00e9n elaborar los deciles sin la correcci\u00f3n utilizando PONDERA y los campos de ingreso que correspondan.","sampling_error_estimates":"Al analizar las estimaciones provenientes de una muestra se debe tener presente que estas est\u00e1n afectadas por el llamado error muestral y que es importante conocer aproximadamente la magnitud de esos errores. Una medida de estos errores est\u00e1 dada por el desv\u00edo est\u00e1ndar (DS). Con el desv\u00edo est\u00e1ndar, el usuario puede construir un intervalo num\u00e9rico que tiene un determinado nivel de confianza, medido en t\u00e9rminos de probabilidad, de contener el valor verdadero que se desea estimar. La teor\u00eda del muestreo indica que con una confianza del 90%, el intervalo comprendido entre la estimaci\u00f3n menos 1,64 veces el desv\u00edo est\u00e1ndar y la estimaci\u00f3n m\u00e1s 1,64 veces el desv\u00edo est\u00e1ndar contiene el valor verdadero que se desea estimar.\n\nEs por eso que a este intervalo se lo denomina \u201cintervalo de confianza del 90%\u201d.\nCabe aclarar que se pueden construir otros intervalos de confianza:\n- Estimaci\u00f3n +\/- 1 vez el desv\u00edo est\u00e1ndar = intervalo de confianza del 67%\n- Estimaci\u00f3n +\/- 2 veces el desv\u00edo est\u00e1ndar = intervalo de confianza del 95%\n- Estimaci\u00f3n +\/- 3 veces el desv\u00edo est\u00e1ndar = intervalo de confianza del 99%\n\nAdem\u00e1s, con el desv\u00edo est\u00e1ndar se puede calcular el coeficiente de variaci\u00f3n (CV), efectuando el cociente entre el desv\u00edo est\u00e1ndar de una estimaci\u00f3n y esa estimaci\u00f3n: CV = DS \/ Estimaci\u00f3n.\n\nEl coeficiente de variaci\u00f3n brinda una idea de la precisi\u00f3n de la estimaci\u00f3n, o sea, la relaci\u00f3n entre el desv\u00edo est\u00e1ndar y el valor a estimar. Cuanto m\u00e1s peque\u00f1o es el coeficiente de variaci\u00f3n, m\u00e1s precisa es la estimaci\u00f3n. Si bien corresponde al usuario determinar si un dato con cierto coeficiente de variaci\u00f3n le es \u00fatil o no para su objetivo, de acuerdo con el grado de precisi\u00f3n requerido, se advierte que cifras con coeficiente de variaci\u00f3n superiores al 16% deben ser tratadas con cautela.\n\nAquellas estimaciones que tengan asociados coeficientes de variaci\u00f3n entre el 16% y el 25% deber\u00edan ser consideradas con cuidado, ya que la precisi\u00f3n es baja. 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