{"type":"survey","doc_desc":{"title":"BOL_2001_EH_v01_M","idno":"DDI_BOL_2001_EH_v02_M","producers":[{"name":"Judith I. Fern\u00e1ndez Vega","abbreviation":"jfernandez","affiliation":"Instituto Nacional de Estad\u00edstica","role":"Consultora Documentaci\u00f3n PAD"},{"name":"World Bank, Development Data Group","abbreviation":"DECDG","affiliation":"The World Bank","role":"Reviewed the metadata"}],"prod_date":"2009-12-30","version_statement":{"version":"Version 02 (February 2014). Edited version, the initial version (Version 01, IDD2-BOL-INE-MECOVI2001-2009) of DDI was done by Instituto Nacional de Estad\u00edstica, Bolivia.\n\nFollowing DDI elements are edited, DDI ID, Study ID, and Abbreviation. External resources (questionnaire, and technical documents) are attached to the DDI."}},"study_desc":{"title_statement":{"idno":"BOL_2001_EH_v01_M","title":"Encuesta Continua de Hogares 2001","sub_title":"MECOVI","alt_title":"EH 2001 \/ MECOVI 2001","translated_title":"Continuous Household Survey 2001"},"authoring_entity":[{"name":"Instituto Nacional de Estad\u00edstica","affiliation":"Ministerio de Planificaci\u00f3n del Desarrollo - Bolivia"}],"production_statement":{"producers":[{"name":"Banco Mundial","affiliation":"","role":"Apoyo al desarrollo de la encuesta"},{"name":"Banco Interamericano de Desarrollo","affiliation":"","role":"Apoyo al desarrollo de la encuesta"},{"name":"Comisi\u00f3n Econ\u00f3mica para Am\u00e9rica Latina y el Caribe","affiliation":"","role":"Apoyo al desarrollo de la encuesta"}],"funding_agencies":[{"name":"Tesoro General de la Naci\u00f3n","abbreviation":"TGN","role":"Co - financiamiento de la operaci\u00f3n estad\u00edstica (Servicios personales, Servicios no personales, Materiales y suministros)"},{"name":"Recursos de Contravalor Bolivia - Canad\u00e1","abbreviation":"RCBC","role":"Co - financiamiento de la operaci\u00f3n estad\u00edstica (Servicios personales, Servicios no personales, Materiales y suministros)"},{"name":"Programas de las Naciones Unidas para el Desarrollo","abbreviation":"PNUD - TRAC","role":"Co - financiamiento de la operaci\u00f3n estad\u00edstica (Servicios personales, Servicios no personales, Materiales y suministros)"},{"name":"Suecia","abbreviation":"GovSWE","role":"Co - financiamiento de la operaci\u00f3n estad\u00edstica (Servicios personales, Servicios no personales, Materiales y suministros)"},{"name":"Banco Interamericano de Desarrollo","abbreviation":"BID - FOE","role":"Co - financiamiento de la operaci\u00f3n estad\u00edstica (Servicios personales, Servicios no personales, Materiales y suministros)"}]},"distribution_statement":{"contact":[{"name":"Instituto Nacional de Estad\u00edstica","affiliation":"Ministerio de Planificaci\u00f3n del Desarrollo - Bolivia","email":"bfranco@ine.gov.bo","uri":"http:\/\/www.ine.gov.bo"}]},"series_statement":{"series_name":"Income\/Expenditure\/Household Survey [hh\/ies]","series_info":"Las encuestas de hogares se iniciaron con las denominadas: Encuesta Permanente de Hogares (EPH) y posteriormente la Encuesta Integrada de Hogares (EIH). \n\nLa Encuesta Permanente de Hogares se inicio en el a\u00f1o 1978 y su objetivo principal fue el de recopilar informaci\u00f3n de las caracter\u00edsticas sociodemogr\u00e1ficas de la poblaci\u00f3n boliviana. \nPor su parte, la Encuesta Integrada de Hogares se inici\u00f3 el a\u00f1o 1986 y se mantuvo con las mismas caracter\u00edsticas hasta el a\u00f1o 1995. Hasta ese a\u00f1o se realizaron dos rondas de dicha encuesta, por a\u00f1o. \n\nLa cobertura geogr\u00e1fica de estas encuestas, comprend\u00eda s\u00f3lo ciudades capitales de La Paz, Cochabamba, Santa Cruz y la ciudad de El Alto. \n\nA partir del a\u00f1o 1996 con el fin de ampliar la cobertura de las encuestas a hogares, se inici\u00f3 la Encuesta Nacional de Empleo tanto en el \u00e1rea urbana como rural, abarcando todo el territorio nacional. Esta Encuesta se llev\u00f3 a cabo siguiendo los mismos objetivos de la Encuesta Integrada de Hogares; sin embargo, cabe remarcar que en esta oportunidad, se otorg\u00f3 especial \u00e9nfasis a las caracter\u00edsticas de empleo y desempleo de la poblaci\u00f3n boliviana. \n\nDesde el a\u00f1o 1999 a iniciativa del Banco Mundial en la regi\u00f3n , se inici\u00f3 el Programa de Mejoramiento de Condiciones de Vida (MECOVI) con el prop\u00f3sito de recopilar informaci\u00f3n sobre condiciones de vida de la poblaci\u00f3n boliviana para la generaci\u00f3n de indicadores de pobreza y la consecuente formulaci\u00f3n de pol\u00edticas y programas que contribuyan a mejorar las condiciones de bienestar de los hogares. \n\nComo parte de este programa, el a\u00f1o 1999 se realiz\u00f3 la Encuesta Continua de Hogares Programa MECOVI a partir del llenado de un cuestionario multitem\u00e1tico, que abarc\u00f3 temas como: Informaci\u00f3n general de los miembros del hogar, migraci\u00f3n, salud, educaci\u00f3n, empleo, ingresos no laborales, gastos en consumo, vivienda, contingencias y pr\u00e9stamos del hogar, activos y pasivos del hogar. Esta Encuesta se llev\u00f3 a cabo una vez al a\u00f1o. \n\nCon el objeto de realizar comparaciones de informaci\u00f3n durante diferentes periodos del a\u00f1o, a partir del a\u00f1o 2000 y con informaci\u00f3n adicional de la actualizaci\u00f3n cartogr\u00e1fica realizada para el Censo 2001, se planea dise\u00f1ar la Encuesta Continua de Hogares en periodos de tiempo m\u00e1s cortos, en el a\u00f1o de manera longitudinal, lo cual permitir\u00eda realizar el seguimiento a algunos hogares de acuerdo a una Muestra previamente establecida. \n\nEl a\u00f1o 2001 se lleva a cabo la tercera Encuesta, esta vez denominada Encuesta de Hogares - Programa MECOVI, durante los meses de octubre y diciembre."},"study_info":{"keywords":[{"keyword":"Idioma","uri":"","vocab":"Idioma"},{"keyword":"Pertenencia a alg\u00fan pueblo indigena","uri":"","vocab":"Pertenencia a alg\u00fan pueblo indigena"},{"keyword":"Migraci\u00f3n","uri":"","vocab":"Migraci\u00f3n"},{"keyword":"Salud infantil","uri":"","vocab":"Salud infantil"},{"keyword":"Salud materna","uri":"","vocab":"Salud materna"},{"keyword":"Fecundidad y Mortalidad","uri":"","vocab":"Fecundidad y Mortalidad"},{"keyword":"Acceso a servicios de salud","uri":"","vocab":"Acceso a servicios de salud"},{"keyword":"Analfabetismo","uri":"","vocab":"Analfabetismo"},{"keyword":"Asistencia escolar","uri":"","vocab":"Asistencia escolar"},{"keyword":"Nivel de Instrucci\u00f3n","uri":"","vocab":"Nivel de Instrucci\u00f3n"},{"keyword":"Condici\u00f3n de actividad","uri":"","vocab":"Condici\u00f3n de actividad"},{"keyword":"Ocuapaci\u00f3n principal","uri":"","vocab":"Ocuapaci\u00f3n principal"},{"keyword":"Ocupaci\u00f3n secundaria","uri":"","vocab":"Ocupaci\u00f3n secundaria"},{"keyword":"Actividad principal","uri":"","vocab":"Actividad principal"},{"keyword":"Ingresos","uri":"","vocab":"Ingresos"},{"keyword":"Empleo","uri":"","vocab":"Empleo"},{"keyword":"Producci\u00f3n agr\u00edcola","uri":"","vocab":"Producci\u00f3n agr\u00edcola"},{"keyword":"Producci\u00f3n pecuaria","uri":"","vocab":"Producci\u00f3n pecuaria"},{"keyword":"Gastos","uri":"","vocab":"Gastos"},{"keyword":"Vivienda y servicios b\u00e1sicos","uri":"","vocab":"Vivienda y servicios b\u00e1sicos"}],"topics":[{"topic":"Vivienda y servicios b\u00e1sicos","vocab":"Vivienda y servicios b\u00e1sicos","uri":""},{"topic":"Migraci\u00f3n","vocab":"Migraci\u00f3n","uri":""},{"topic":"Salud","vocab":"Salud","uri":""},{"topic":"Educaci\u00f3n","vocab":"Educaci\u00f3n","uri":""},{"topic":"Empleo","vocab":"Empleo","uri":""},{"topic":"Ingresos","vocab":"Ingresos","uri":""},{"topic":"Gastos","vocab":"Gastos","uri":""},{"topic":"Vivienda","vocab":"Vivienda","uri":""},{"topic":"Pobreza","vocab":"Pobreza","uri":""}],"abstract":"La Encuesta Continua de Hogares (Condiciones de vida\/MECOVI) es una investigaci\u00f3n por muestreo efectuada a hogares particulares. Se la realiz\u00f3 mediante la aplicaci\u00f3n de un cuestionario multitem\u00e1tico, que permite el estudio de las condiciones de vida de los hogares y sus diferentes componentes, manteniendo un enfoque multidimensional de la pobreza y condiciones de vida. Las secciones tem\u00e1ticas permiten la investigaci\u00f3n de dimensiones monetarias (ingreso y consumo) y no monetarias (educaci\u00f3n, salud, etc.) del bienestar.\n\nLa Encuesta es parte del Programa de Mejoramiento de las Encuestas de Medici\u00f3n de las Condiciones de Vida (MECOVI), y tiene como objetivo el fortalecimiento y la institucionalizaci\u00f3n de las encuestas a hogares que miden condiciones de vida.\n\nLa informaci\u00f3n de la Encuesta Continua de Hogares, ser\u00e1 utilizada para la elaboraci\u00f3n de un perfil de pobreza de Bolivia, documento base para la formulaci\u00f3n, evaluaci\u00f3n y seguimiento de pol\u00edticas y el dise\u00f1o de programas de acci\u00f3n en el \u00e1rea social, tendientes a la reducci\u00f3n de la pobreza.\n\nEl cuestionario de la encuesta esta organizado por secciones y permite la investigaci\u00f3n de las caracter\u00edsticas generales, educativas, empleo, salud, gastos, ingresos, vivienda y servicios b\u00e1sicos de los hogares.\n\nLa encuesta se realiz\u00f3 aplicando un cuestionario que abarca amplia tem\u00e1tica de investigaci\u00f3n, manteniendo un enfoque multidimensional de la pobreza y condiciones de vida. Las secciones tem\u00e1ticas permiten la investigaci\u00f3n de dimensiones monetarias (ingreso y consumo) y no monetarias (educaci\u00f3n, salud, etc.) del bienestar.\n\nOBJETIVO GENERAL\nEl objetivo general de la encuesta es obtener informaci\u00f3n sobre condiciones de vida de los hogares, referente a variables socioecon\u00f3micas y demogr\u00e1ficas, necesarias para la formulaci\u00f3n, evaluaci\u00f3n, seguimiento de pol\u00edticas y el dise\u00f1o de programas de acci\u00f3n en el \u00e1rea social.\n\nOBJETIVOS ESPECIFICOS\n- C\u00e1lculo de indicadores sociodemogr\u00e1ficos que reflejen las condiciones de vida y pobreza.\n- Obtener informaci\u00f3n sobre el acceso que tienen los hogares a servicios como educaci\u00f3n, salud y saneamiento b\u00e1sico.\n- Obtener informaci\u00f3n sobre el mercado de trabajo y caracter\u00edsticas ocupacionales de la poblaci\u00f3n ocupada.\n- Obtener informaci\u00f3n sobre la estructura de ingresos laborales, ingresos no laborales, gasto y consumo del hogar, como medidas de bienestar monetario.\n \nMARCO CONCEPTUAL\n\nPOBREZA\nSe refiere a la situaci\u00f3n en que se encuentran las personas que no disponen de los medios suficientes para satisfacer sus necesidades b\u00e1sicas. Entre estas necesidades se encuentran la alimentaci\u00f3n, salud, vivienda, educaci\u00f3n, recreaci\u00f3n, cultura, vestido, calzado, transporte p\u00fablico, etc. \n\nExisten diversos m\u00e9todos para medir el bienestar. La metodolog\u00eda utilizada es la L\u00ednea de Pobreza a trav\u00e9s del agregado de consumo.\n\nMEDICI\u00d3N DEL BIENESTAR A TRAV\u00c9S DEL AGREGADO DE CONSUMO\nPara analizar la pobreza, se requiere de una medida de bienestar. El bienestar o utilidad de las personas no puede ser medido directamente, por lo cual se utiliz\u00f3 el consumo como medida indirecta del componente econ\u00f3mico del bienestar.\n\nSe pueden citar las siguientes razones como las m\u00e1s importantes para la elecci\u00f3n del consumo como medida del bienestar:\n\n- Consideramos que el consumo constituye una variable de mayor estabilidad - o menor variabilidad y fluctuaci\u00f3n - en el tiempo, comparativamente a los ingresos. Por ejemplo, ante fluctuaciones estacionales del ingreso, las personas tienden a utilizar ahorros en especie o efectivo e incluso acudir a cr\u00e9ditos para mantener constante el nivel de consumo durante el a\u00f1o.\n\n- El consumo representa una variable del bienestar efectivamente alcanzado por el hogar, para la satisfacci\u00f3n de sus diversas necesidades. A diferencia del ingreso que proporciona un proxy del potencial de satisfacci\u00f3n de necesidades.\n\n- La medici\u00f3n del consumo presenta algunas ventajas respecto a la medici\u00f3n del bienestar a trav\u00e9s de necesidades b\u00e1sicas (m\u00e9todo NBI). El consumo es una medici\u00f3n objetiva del nivel de bienestar alcanzado, mientras que a trav\u00e9s de necesidades b\u00e1sicas se debe recurrir a criterios subjetivos y ponderaciones para definir \u201cpar\u00e1metros\u201d que representan niveles que satisfacen las necesidades de las personas.\n\n- Indicadores relacionados a la satisfacci\u00f3n de necesidades b\u00e1sicas son utilizados de forma complementaria para la medici\u00f3n del bienestar y pobreza, dado su car\u00e1cter multidimensional.","time_periods":[{"start":"2001","end":"2001","cycle":"Anual"}],"coll_dates":[{"start":"2001-03-30","end":"2001-12-21","cycle":""}],"nation":[{"name":"Bolivia","abbreviation":"BOL"}],"geog_coverage":"\u00c1MBITO GEOGRAFICO Y TEMPORAL\n\nLa cobertura geogr\u00e1fica de la encuesta es a nivel nacional y se realiza en los nueve departamentos del pa\u00eds, en el \u00e1rea urbana y rural, considerando como dominios de estudio o \u00e1reas geogr\u00e1ficas de inferencia de resultados: \n- \u00c1rea Urbana \n- \u00c1rea Rural \n- Piso ecol\u00f3gico Altiplano \n- Piso ecol\u00f3gico Valle \n- Piso ecol\u00f3gico Llano","geog_unit":"Proporciona informaci\u00f3n desagregada en los siguientes niveles:\n\n- Nivel Nacional\n- \u00c1rea Metropolitana (Ciudades de La Paz y El Alto)\n- Nivel Regional: Altiplano, valles y llanos\n- Area Urbana\n- Area Rural","analysis_unit":"Las unidades de an\u00e1lisis para la generaci\u00f3n de informaci\u00f3n son:\na) Hogar como unidad de consumo colectivo en donde se realizan las transacciones de ingreso y gasto.\nb) Miembros del hogar en cuanto a sus caracter\u00edsticas sociodemogr\u00e1ficas, ocupacionales y de ingreso.\nc) Vivienda en cuanto a sus caracter\u00edsticas de tama\u00f1o, condiciones f\u00edsicas y de servicios.","universe":"Una vez seleccionada una vivienda particular, los hogares que habitan la vivienda son considerados como objeto de la investigaci\u00f3n. En cada hogar son considerados todos los miembros del hogar, incluyendo ni\u00f1os, reci\u00e9n nacidos y ancianos, como tambi\u00e9n el servicio dom\u00e9stico cama adentro.\n\nPara considerar a una persona como miembro de un hogar se utiliza el criterio de residencia habitual, a partir del tiempo de permanencia de al menos tres meses o la perspectiva de prolongada residencia en el hogar entrevistado.\n\nEl estrato Ciudades Capitales y \u00c1rea Metropolitana, comprende las ciudades de Sucre, La Paz, El Alto, Cochabamba y sus ejes Quillacollo y Sacaba, Oruro, Potos\u00ed, Tarija, Santa Cruz, Trinidad y Cobija.\n\nLas ciudades no capitales son clasificadas por la poblaci\u00f3n mayor o igual a 10.000 habitantes (seg\u00fan el Censo Nacional de Poblaci\u00f3n y Vivienda 1992) y agrupadas en el estrato (Poblaci\u00f3n de 10.000 y m\u00e1s). Las ciudades o localidades con menos de 10.000 habitantes excepto el \u00e1rea dispersa, conforman el estrato (Poblaci\u00f3n menos de 10.000) y finalmente se tiene el estrato (\u00c1rea Dispersa).\n\nCon fines operativos, los tres primeros estratos forman el \u00c1rea Amanzanada y el cuarto estrato el \u00c1rea Dispersa.","data_kind":"Encuestapor muestreo (ssd)","notes":"Los temas que se investigar\u00e1n en la presente encuesta son:\n- Caracter\u00edsticas generales de los miembros del hogar\n- Migraci\u00f3n\n- Salud\n- Educaci\u00f3n\n- Empleo e ingresos\n- Ingresos no laborales\n- Ingresos del productor agropecuario\n- Gastos del hogar\n- Vivienda, contingencias y pr\u00e9stamos del hogar\n- Activos y pasivos del hogar","study_scope":"Los temas que se investigar\u00e1n en la presente encuesta son:\n- Caracter\u00edsticas generales de los miembros del hogar\n- Migraci\u00f3n\n- Salud\n- Educaci\u00f3n\n- Empleo e ingresos\n- Ingresos no laborales\n- Ingresos del productor agropecuario\n- Gastos del hogar\n- Vivienda, contingencias y pr\u00e9stamos del hogar\n- Activos y pasivos del hogar"},"method":{"data_collection":{"data_collectors":[{"name":"Instituto Nacional de Estad\u00edstica","abbreviation":"INE","affiliation":"Ministerio de Planificaci\u00f3n del Desarrollo - Bolivia"}],"sampling_procedure":"La construcci\u00f3n del Marco Muestral para esta Encuesta se bas\u00f3 en la informaci\u00f3n proporcionada por el Censo Nacional de Poblaci\u00f3n y Vivienda de 1992 y los datos obtenidos en la Actualizaci\u00f3n Cartogr\u00e1fica llevada a cabo durante los a\u00f1os 1998 y 2000, en todo el territorio nacional. \n\nEste marco est\u00e1 conformado por un listado de viviendas (ocupadas y desocupadas; particulares y colectivas) y n\u00famero de habitantes del \u00e1rea urbana y rural, los cuales est\u00e1n clasificados mediante el orden de jerarqu\u00eda de los identificadores censales: Departamento, Provincia, Ciudad, Zona Censal, Sector y Segmento Censal y Manzana en el \u00e1rea urbana; mientras que en el \u00e1rea rural, los identificadores son: Departamento, Provincia, Cant\u00f3n, Localidad, Sector y Segmento Censal. \n\nDe este marco, en una primera etapa, se seleccionaron los sectores o segmentos censales y posteriormente, en una segunda etapa, se procede a actualizar el n\u00famero de viviendas u hogares existentes en ese sector o segmento, en base al listado de viviendas. \nEs importante resaltar que este marco ha sido actualizado, tanto en la parte referente a la cartogr\u00e1fica como en la parte que se refiere al listado de viviendas realizado en los a\u00f1os anteriores. \n\nPROCEDIMIENTOS DE MUESTREO\nEl m\u00e9todo de muestreo es estratificado por nivel de aglomeraci\u00f3n de poblaci\u00f3n y por regi\u00f3n ecol\u00f3gica en base a una selecci\u00f3n en dos etapas. \n\nLa primera etapa de selecci\u00f3n corresponde a los sectores censales en \u00e1reas amanzanadas y de segmentos censales en \u00e1reas dispersas, ambos son seleccionados con probabilidad proporcional al n\u00famero de viviendas total que tenga. \n\nLa segunda etapa de muestreo constituye la selecci\u00f3n de viviendas ocupadas del segmento seleccionado previamente, esta selecci\u00f3n se la realiza sistem\u00e1ticamente con igual probabilidad. \nDe acuerdo con las estimaciones del Dise\u00f1o Muestral, la muestra proporciona informaci\u00f3n desagregada en los siguientes niveles: \nNivel Nacional \n\u00c1rea Metropolitana (Ciudades de La Paz y El Alto) \nNivel Regional: Altiplano, valles y llanos \nArea Urbana \nArea Rural \n\nLa unidad de observaci\u00f3n determinada con fines de la investigaci\u00f3n es: El hogar con todos y cada uno de los miembros que lo componen. \nPor otra parte, la unidad de muestreo, en el \u00e1rea amanzanada, es la vivienda y en el \u00e1rea dispersa los conglomerados de viviendas. Esta tiene permanencia fija en el tiempo y espacio, caracter\u00edstica que la habilita para ser utilizada como unidad de selecci\u00f3n en el Dise\u00f1o Muestral. \n\nEl tama\u00f1o de la muestra de viviendas para la Encuesta Continua de Hogares - Condiciones de Vida - MECOVI 2001 es de 5.744 viviendas y 652 Unidades Primarias de Muestreo (UPM's). \n\nEste tama\u00f1o de muestra ha sido calculado en base al indicador de la tasa de incidencia de pobreza extrema determinado en la Encuesta Continua de Hogares 2000 que fue de 37.4%. Se ha considerado un nivel de confiabilidad del 95% y un error relativo m\u00e1ximo del 5% en las estimaciones. Su c\u00e1lculo se bas\u00f3 en la siguiente f\u00f3rmula: \n\nEl Dise\u00f1o de Muestreo para la Encuesta de Hogares, contempla la selecci\u00f3n de una muestra de unidades primarias de muestreo (UPM\u00b4s) que en el \u00e1rea amanzanada corresponden a un conjunto promedio de 110 viviendas particulares (Sector Censal); mientras que en el \u00e1rea dispersa las UPM\u00b4s con tama\u00f1os de viviendas diferentes de aproximadamente 40 (Segmento Censal). \n\nLas unidades secundarias de muestreo (USM\u00b4s) son viviendas particulares dentro de la UPM seleccionada. \nEl tama\u00f1o de la muestra para la Encuesta de Hogares - Programa MECOVI 2001 es de 5.744 viviendas. En relaci\u00f3n al a\u00f1o 2000, hay un incremento del 12.4% de muestra. \n\nEl tama\u00f1o de muestra ha sido calculado en base a los indicadores de la tasa de incidencia de pobreza, gastos en consumo de promedio que juntos se acercaban a un tama\u00f1o de muestra de 5.600 aproximadamente, m\u00e1s un ajuste de m\u00faltiplo y tasa de cobertura se decidi\u00f3 el tama\u00f1o de muestra establecido. Se ha considerado un nivel de confiabilidad del 95% y un error relativo permisible m\u00e1ximo del 5% en las estimaciones. \n\nLa distribuci\u00f3n de la muestra por dominios de estudio y estratos, se determin\u00f3 a partir del total de viviendas con el fin de obtener cierta precisi\u00f3n y nivel de confiabilidad requeridos. \nLa muestra de viviendas se la distribuye empleando el M\u00e9todo de Asignaci\u00f3n Potencial en cada uno de los dominios de estudio.\n\nSelecci\u00f3n de Unidades de Muestreo. \nLa selecci\u00f3n de las UPM\u00b4s se realiz\u00f3 de manera sistem\u00e1tica con probabilidad proporcional al tama\u00f1o de viviendas que tenga la UPM, seg\u00fan el marco de la Actualizaci\u00f3n Cartogr\u00e1fica de Poblaci\u00f3n y Vivienda de 2001, dentro de cada departamento y estrato. La muestra nacional alcanza un total de 652 UPM\u00b4s. \nLa segunda etapa de selecci\u00f3n (viviendas) se seleccionaron previa una actualizaci\u00f3n en la UPM elegida en la primera etapa, con igual probabilidad mediante aplicaciones del muestreo sistem\u00e1tico, con arranque aleatorio. \n\nProbabilidad de Selecci\u00f3n. \nLa probabilidad final de selecci\u00f3n de cada vivienda combina las correspondientes probabilidades de selecci\u00f3n de la UPM y la USM, considerando la informaci\u00f3n disponible en el marco muestral y la actualizaci\u00f3n de los listados de las USM. El inverso de esta probabilidad es el factor de expansi\u00f3n preliminar. Estos factores tienen un primer ajuste a nivel de cada USM para compensar la no-respuesta en la operaci\u00f3n de campo y en segundo ajuste en funci\u00f3n de la poblaci\u00f3n estimada para reproducir la poblaci\u00f3n proyectada. Este es el factor de expansi\u00f3n final y su inverso la probabilidad de selecci\u00f3n final.","coll_mode":"Face-to-face [f2f]","research_instrument":"En la MECOVI 2001 se aplica un cuestionario multitem\u00e1tico, que permite el estudio del bienestar de los hogares y sus diferentes componentes.\n\nCONTENIDO DEL CUESTIONARIO DE ENCUESTA\n\nEl cuestionario de encuesta est\u00e1 conformado de la siguiente manera:\n \nCARATULA DEL CUESTIONARIO\nSECCION 1. INFORMACION GENERAL DE LOS MIEMBROS DEL HOGAR (DE LAS PREGUNTAS 1 A 7 RESPONDEN TODOS LOS MIEMBROS DEL HOGAR Y DE LA PREGUNTA 8 A 10 S\u00d3LO LAS PERSONAS DE 12 A\u00d1OS Y M\u00c1S)\n\nSECCION 2. MIGRACION (PARA TODOS LOS MIEMBROS DEL HOGAR)\n\nSECCION 3. SALUD\n PARTE A: ENFERMEDADES DIARREICAS AGUDAS E INFECCIONES RESPIRATORIAS AGUDAS (EDA & IRA) (PARA MENORES DE 5 A\u00d1OS)\n PARTE B: ACCESO A SERVICIOS DE SALUD (PARA TODOS LOS MIEMBROS DEL HOGAR)\n PARTE C: FECUNDIDAD Y MORTALIDAD (SOLO PARA MUJERES ENTRE 13 Y 50 A\u00d1OS DE EDAD)\n\nSECCION 4. EDUCACION (PARA PERSONAS DE 5 A\u00d1OS Y M\u00c1S)\n PARTE A: FORMACION EDUCATIVA\n PARTE B: REPITENCIA Y CAUSAS DE INASISTENCIA\n\nSECCION 5. EMPLEO (PARA PERSONAS DE 7 A\u00d1OS Y M\u00c1S)\n PARTE A: CONDICION DE ACTIVIDAD\n PARTE B: OCUPACION PRINCIPAL\n PARTE C: INGRESO LABORAL DE LA OCUPACION PRINCIPAL\n PARTE D: OCUPACION SECUNDARIA\n PARTE E: INGRESO LABORAL DE LA OCUPACION SECUNDARIA\n PARTE F: SUBUTILIZACION DE MANO DE OBRA\n\nSECCION 6. INGRESOS NO LABORALES (PERSONAS DE 7 A\u00d1OS Y M\u00c1S)\n\nSECCION 7. INGRESO PRODUCTOR AGROPECUARIO INDEPENDIENTE\n PARTE A: PRODUCCION AGRICOLA\n PARTE B: PRODUCCION PECUARIA\n PARTE C: PRODUCTOS DERIVADOS Y SUBPRODUCTOS\n PARTE D: COSTOS DE PRODUCCION\n\nSECCION 8. GASTOS EN CONSUMO\n PARTE A: GASTOS EN ALIMENTACION DENTRO DEL HOGAR\n PARTE B: GASTOS EN ALIMENTOS Y BEBIDAS CONSUMIDAS FUERA DEL HOGAR\n PARTE C: GASTOS NO ALIMENTARIOS\n PARTE D: INVENTARIO DE BIENES DURADEROS\n PARTE E: GASTOS EN EDUCACION\n PARTE F: LUGAR DE COMPRA\n \nSECCION 9. VIVIENDA, CONTINGENCIAS Y PR\u00c9STAMOS DEL HOGAR \n\nSECCION 10. ACTIVOS Y PASIVOS DEL HOGAR","coll_situation":"Sobre la selecci\u00f3n de personal y la capacitaci\u00f3n: \n\nLa capacitaci\u00f3n del personal de campo se realiza de manera simult\u00e1nea en los nueve departamentos del pa\u00eds. La estrategia utilizada para dicha capacitaci\u00f3n es aquella denominada: \"Cascada\", es decir se realiza la transmisi\u00f3n de los conocimientos en dos niveles: El de los capacitadores\/as, quienes posteriormente, transmiten los mismos conocimientos a los encuestadores\/as y supervisores\/as.\n\nPara la capacitaci\u00f3n a capacitadores\/as, se eligieron algunas personas que forman parte de los equipos t\u00e9cnicos de las diferentes regionales y tambi\u00e9n el equipo t\u00e9cnico del Departamento de Encuestas a Hogares. Se reuni\u00f3 a todas estas personas en la ciudad de La Paz en un curso de tres d\u00edas de duraci\u00f3n, mismo que brind\u00f3 los elementos necesarios para que estas personas se constituyan posteriormente, en replicadores de la capacitaci\u00f3n. \n\nEn dicho curso se transmitieron conocimientos relacionados con el procedimiento llevado a cabo para el establecimiento de la muestra, el operativo de campo, el llenado de la boleta y los elementos metodol\u00f3gicos para el desarrollo del curso de capacitaci\u00f3n, tomando en cuenta que se introdujeron cambios de tipo metodol\u00f3gico, mismos que se encuentran en la ficha did\u00e1ctica que refleja los temas, los objetivos de cada uno, las t\u00e9cnicas a emplear, el material de apoyo did\u00e1ctico y el tiempo que demanda cada actividad de aprendizaje.\n\nParalelamente a este proceso cada regional realiz\u00f3 una convocatoria p\u00fablica en medios de comunicaci\u00f3n escrita, posteriormente se seleccion\u00f3 a las personas que participar\u00e1n del curso, a partir de una evaluaci\u00f3n curricular determinada por los criterios reflejados en los t\u00e9rminos de referencia previamente establecidos, mismos que reciben una ponderaci\u00f3n y se plasman, a manera de resumen, en una matriz previamente constituida.\n\nPosteriormente las personas elegidas, se someten a una prueba psicot\u00e9cnica luego de la cual se selecciona al personal que participar\u00e1 en los cursos de capacitaci\u00f3n.\n\nUna vez concluido el curso de capacitaci\u00f3n se realiz\u00f3 una evaluaci\u00f3n de los\/as participantes, para finalmente contar con la cantidad de encuestadores\/as adecuado al requerimiento de cada regional, seg\u00fan el n\u00famero de UPM con las que cuente. Este personal tendr\u00e1 la responsabilidad de realizar el levantamiento de la informaci\u00f3n estad\u00edstica de la encuesta. \n\nPosteriormente se realiz\u00f3 un curso, de un d\u00eda de duraci\u00f3n, \u00fanicamente con los supervisores\/as de Campo, Supervisor\/a General y Responsable Regional, en el que se transmiten conocimientos acerca de las funciones que deben cumplir cada uno de ellos y las responsabilidades que implica el cargo. \nFinalizado todo el proceso de capacitaci\u00f3n se pidi\u00f3 un informe a la direcci\u00f3n de cada regional en el cual se detall\u00f3 una descripci\u00f3n del proceso de capacitaci\u00f3n, la percepci\u00f3n de la nueva metodolog\u00eda aplicada, los materiales utilizados y las sugerencias. Todo este material se analiz\u00f3 detenidamente y sirvi\u00f3 de insumo para la ejecuci\u00f3n del documento denominado: Estrategia de Capacitaci\u00f3n para la Encuesta a Hogares, mismo que refleja la metodolog\u00eda a llevarse a acabo durante los cursos en articulaci\u00f3n con las sugerencias realizadas desde las distintas regionales.\nDurante el operativo de la encuestas surgieron algunas dudas y problemas en las diferentes regionales, mismas que llegaron a la oficina central ya sea por el INTREANET u otros medios, entonces se vio la necesidad de rescatar todas estas inquietudes y emitir respuestas con conceptos homog\u00e9neos y aplicables en todo el pa\u00eds. \nCon este prop\u00f3sito se redactaron e enviaron peri\u00f3dicamente algunos INSTRUCTIVOS a las regionales para que solucionen los problemas relacionados al manejo conceptual y la manera de responder a algunas preguntas de la boleta; as\u00ed como tambi\u00e9n, algunas particularidades relativas al operativo de campo que se detectaron en el proceso. \nDe esta manera los instructivos se constituyeron, a su vez, en instrumentos que permitieron realizar el reforzamiento de conceptos y procedimientos tanto a los encuestadores\/as como a los supervisores\/as, mismos que surg\u00edan durante la ejecuci\u00f3n de su trabajo y no durante la realizaci\u00f3n de los cursos. Este se constituy\u00f3 en un elemento muy importante a considerar para proponer la realizaci\u00f3n de los cursos de reforzamiento sistematizado en la estrategia de capacitaci\u00f3n para siguientes encuestas. \n\nSobre el trabajo de campo: \nAntes de dar inicio al trabajo de campo, se procede a revisar la cartograf\u00eda correspondiente a las distintas UPM, revisando su ubicaci\u00f3n y l\u00edmites, posteriormente se procede a organizar el material cartogr\u00e1fico y todo el material correspondiente al operativo as\u00ed como tambi\u00e9n los cronogramas de trabajo y el material de capacitaci\u00f3n, para que \u00e9ste sea despachado a las distintas regionales.\n \nUna vez seleccionado el personal de la encuesta, \u00e9ste se distribuy\u00f3 a partir de brigadas urbanas y rurales. Las brigadas se conformaron de 5 personas de las cuales 4 son encuestadores\/as y 1 es supervisor\/a de campo. Esta distribuci\u00f3n se realiza en funci\u00f3n a las habilidades y el rendimiento demostrado por los\/as postulantes durante el curso de capacitaci\u00f3n, de esta manera se designa a las personas m\u00e1s destacadas para trabajar en el \u00e1rea rural y quienes presentan caracter\u00edsticas de liderazgo, conocimientos y manejo de grupo para desempe\u00f1arse como supervisores\/as de campo. \nAdicionalmente existe un supervisor\/a general y un responsable regional por cada departamento, seg\u00fan la estructura org\u00e1nica previamente establecida para el operativo, mismos que tambi\u00e9n son elegidos por las caracter\u00edsticas de liderazgo, conocimientos y experiencia que tengan. \nPara cada brigada se contaba con un cronograma de recorrido y fechas a cumplir para la realizaci\u00f3n del levantamiento de datos, mismo que se realiza en la oficina central y posteriormente se adecua en cada regional seg\u00fan caracter\u00edsticas y necesidades de la regi\u00f3n as\u00ed como tambi\u00e9n los requerimientos de ejecuci\u00f3n de la encuesta.\n\nEn el \u00e1rea rural se adiciona la participaci\u00f3n de un chofer para el traslado de las brigadas seg\u00fan el cronograma de recorrido previamente establecido. \nUna vez finalizado el operativo de campo, se inicia el proceso de transcripci\u00f3n de los datos obtenidos durante la encuesta, mismo que se efect\u00faa de forma descentralizada, es decir, en cada oficina regional del pa\u00eds, bajo la responsabilidad directa de la direcci\u00f3n de cada una de ellas. En esta oportunidad, incluso el trabajo realizado en el departamento de La Paz estuvo bajo la responsabilidad de la oficina de la regional y mantuvo la supervisi\u00f3n y seguimiento del personal del Departamento de Encuestas a Hogares. \nUna vez finalizado este trabajo, se traslada toda la documentaci\u00f3n e informaci\u00f3n a la ciudad de La Paz donde se encuentra la oficina central del INE, para llevar a cabo los procesos de consistencia, procesamiento y an\u00e1lisis de los datos, mismos que permitir\u00e1n contar con una base de datos depurada y consistente.","act_min":"La supervisi\u00f3n fue llevada a cabo en dos instancias:\n\nSUPERVISOR GENERAL\nSupervis\u00f3 y vigil\u00f3 el cumplimiento de las cargas de trabajo semanales a todo personal eventual a su cargo, tanto brigadas urbanas como rurales. \nSupervis\u00f3 y vigil\u00f3 la cobertura geogr\u00e1fica establecida en los cronogramas y recorridos de ejecuci\u00f3n por UPM para cada una de las brigadas a su cargo. \nCoordin\u00f3 con el Responsable regional la recepci\u00f3n de los reportes de inconsistencia que deb\u00edan ser devueltos a campo para su revisi\u00f3n y revisita. \nInform\u00f3 al Responsable regional de los problemas operativos que se presentaron. \n\nSUPERVISOR DE CAMPO\nVerific\u00f3 los listados de viviendas que eran levantados por su equipo de campo \nRealiz\u00f3 la selecci\u00f3n de viviendas en cada una de las UPM\u00b4s asignadas, bas\u00e1ndose en el n\u00famero de viviendas listadas y las tablas de selecci\u00f3n proporcionadas. \nLlev\u00f3 el control estricto de las entrevistas asignadas a su equipo de encuestadores durante la ejecuci\u00f3n del operativo de campo. \nLlev\u00f3 el control estricto de las revisitas al hogar por problemas de consistencia reportados por el programa de consistencia. \nApoy\u00f3 a los encuestadores en la realizaci\u00f3n de las entrevistas cuando las cargas de trabajo as\u00ed lo requirieron. \nObserv\u00f3 directamente a los encuestadores a su cargo durante la realizaci\u00f3n de las entrevistas para poder apoyar posibles debilidades y corregirlas la primera semana del operativo de campo. \nVerific\u00f3 los casos de no respuesta total o parcial y decidi\u00f3 reemplazos dado el caso. \nVerific\u00f3 la correcta captaci\u00f3n de informaci\u00f3n en cada uno de los periodos de referencia, congruencia, etc. para hacer las observaciones pertinentes a cada uno de los encuestadores a su cargo. \nInform\u00f3 al Supervisor General de los problemas operativos que se presentaron.","weight":"El Factor de Expansi\u00f3n por UPM viene a ser el rec\u00edproco de la probabilidad de selecci\u00f3n de una vivienda.","cleaning_operations":"Procedimientos para recolecci\u00f3n de los datos\n\nPrimer paso:\nEl procedimiento de recolecci\u00f3n de datos se inicia con la elaboraci\u00f3n del listado de viviendas, mismo que se realiza en base a los formularios LV-01 y LV-02 definidos anteriormente. Este trabajo est\u00e1 bajo la responsabilidad de los actualizadores\/as elegidos para este fin y que a diferencia de anteriores a\u00f1os, estos s\u00f3lo realizan el trabajo de actualizaci\u00f3n y no el de encuesta.\n \nEl actualizador\/a obtiene la informaci\u00f3n requerida en los formularios, contact\u00e1ndose con uno de los miembros del hogar, generalmente una persona mayor de 13 a\u00f1os. En caso de no encontrar alg\u00fan miembro del hogar, acude a rescatar dicha informaci\u00f3n de los vecinos.\n \nSegundo paso:\nPara cubrir las UPM\u00b4s seleccionadas en la muestra se organiz\u00f3 el trabajo de campo de manera que \u00e9ste se realice durante cuatro semanas. Asimismo, se determin\u00f3 la asignaci\u00f3n de cargas de trabajo haciendo la diferenciaci\u00f3n respectiva entre \u00e1rea urbana y rural.\n \nEn el \u00e1rea urbana y rural se realiz\u00f3 la distribuci\u00f3n de las cargas de trabajo, tanto para el llenado de los listados como para el levantamiento de la informaci\u00f3n, teniendo en cuenta que se contaba con 7 d\u00edas para la finalizaci\u00f3n del mismo. \n\nTercer paso: \nSe aplica la t\u00e9cnica de entrevista directa a informantes adecuados en las viviendas seleccionadas en la muestra, es decir, que cumplen con los requisitos establecidos seg\u00fan las necesidades de la encuesta. \n\nLos encuestadores\/as formulan las preguntas del cuestionario directamente a los miembros del hogar que pertenezcan a los rangos de edad y otras caracter\u00edsticas especificadas en cada secci\u00f3n del cuestionario. En el caso de los menores de 7 a\u00f1os las respuestas ser\u00e1n proporcionadas por el jefe\/a de hogar. \n\nPara realizar la entrevista directa al hogar, no se establece ninguna cita previa ni aviso alguno, se va directamente a la vivienda seleccionada. En caso de falta de contacto, rechazo, informante no adecuado, etc., se procede a repetir la visita hasta un m\u00e1ximo de 5 veces. Si se agota la posibilidad, el Supervisor\/a de campo y\/o el\/la Responsable Regional acuden para persuadir a las personas informantes hasta obtener la informaci\u00f3n requerida. \n\nEn caso de persistir el rechazo o la falta de contacto con el hogar, se deja vac\u00eda esa boleta de encuesta, ya que no est\u00e1n permitidos los reemplazos.\n\nPROCESAMIENTO DE DATOS\n\nCodificaci\u00f3n \nLa asignaci\u00f3n de c\u00f3digos se realiza en las siguientes preguntas, tomando en cuenta sus correspondientes caracter\u00edsticas: \nSecci\u00f3n 2 Migraci\u00f3n \nSe codifican las variables de Departamento, Provincia y Ciudad o Localidad\/Pa\u00eds de la pregunta n\u00famero 1 y 3. \nSecci\u00f3n 5 Empleo \nEn las preguntas 13 y 34 se codifica la ocupaci\u00f3n y las tareas que desempe\u00f1an los miembros del hogar. Para poner en pr\u00e1ctica esta codificaci\u00f3n, se utiliza el clasificador COB (Clasificador de Ocupaci\u00f3n Boliviana). \nEn las preguntas 15 y 35 se codifica la actividad principal del establecimiento y el tipo de producci\u00f3n, comercializaci\u00f3n y servicio que presta el establecimiento. El clasificador utilizado, para llevar a cabo dicha actividad, es el CAEB (Clasificador por Actividad Econ\u00f3mica Boliviana). \nSecci\u00f3n 7, Parte B (Gastos en Alimentos y Bebidas Fuera del Hogar) \nEn la pregunta 1 se codifica los productos agr\u00edcolas declarados por el hogar. \nEsta codificaci\u00f3n sigue el procedimiento autom\u00e1tico y manual. \n\nEntrada de datos \nEl procedimiento de transcripci\u00f3n de datos es manual, es decir, que se procede a la digitaci\u00f3n de datos del cuestionario de encuesta a un programa de introducci\u00f3n de datos dise\u00f1ado en ambiente ISSA. Este permite controles de rango y de flujo y al final de la trascripci\u00f3n genera un listado de errores de inconsistencia por cuestionario de encuesta. \nEste listado de errores es entregado al supervisor\/a de campo de la brigada de encuestadores\/a correspondiente, quien debe coordinar con el encuestador\/a que realiz\u00f3 el llenado del cuestionario para que vuelva a visitar la vivienda, si es necesario y corrija los datos reportados. Una vez realizados los cambios, entrega el cuestionario completo y finalizado. \nPara control de digitaci\u00f3n correcta de datos de la encuesta, se procede a la doble transcripci\u00f3n. Ambas digitaciones son comparadas hasta que coincidan en tablas de doble entrada. \n\nPara la consistencia de macrodatos, se realiza el an\u00e1lisis de datos en base a los dispersogramas de variables m\u00e1s importantes, como ser ingresos, gastos, etc. El an\u00e1lisis estad\u00edstico consiste en observar los valores at\u00edpicos de cada variable y sus efectos en los resultados finales."}},"data_access":{"dataset_use":{"conf_dec":[{"txt":"La informaci\u00f3n obtenida es confidencial y se enmarca en la misma ley que en su art\u00edculo 21 dice: \"Los datos o informaciones que obtenga, son absolutamente confidenciales y ser\u00e1n utilizados solamente para fines estad\u00edsticos y no podr\u00e1n ser revelados en forma individualizada\" \n\nLos productores de informaci\u00f3n estad\u00edstica de la encuesta proporcionan esta informaci\u00f3n a los usuarios, eliminando de la base de datos todo identificador personal, de vivienda y geogr\u00e1fico (seg\u00fan el nivel de representatividad de la muestra), garantizando as\u00ed la confidencialidad, para esto se elabora un documento espec\u00edfico de eliminaci\u00f3n, el cual permite proteger el secreto estad\u00edstico. \n\nEliminaci\u00f3n de datos \nSeg\u00fan el marco jur\u00eddico vigente actualmente en Bolivia, se establece que despu\u00e9s de transcurridos cinco a\u00f1os, las boletas de encuesta pasan al resguardo del Repositorio Nacional y las bases de datos quedan guardadas en medios magn\u00e9ticos por siempre en el INE. \nLa informaci\u00f3n obtenida durante la encuesta, se constituye en un bien del Estado y por lo tanto no pueden ser destruidos, como se establece en el Decreto Supremo 22144.","required":"yes","form_no":"","uri":""}],"contact":[{"name":"Instituto Nacional de Estad\u00edstica","affiliation":"Ministerio de Planificaci\u00f3n del Desarrollo - Bolivia","email":"ceninf@ine.gov.bo","uri":"http:\/\/www.ine.gov.bo "}],"cit_req":"Los usuaios que hagan uso de la informaci\u00f3n deben citar la fuente de la informaci\u00f3n; el Instituto Nacional de Estad\u00edstica deslinda responsabilidad sobre el uso no adecuado de las bases de datos.","conditions":"La informaci\u00f3n y bases de datos de la MECOVI 2001, se encuentra a disposicion del p\u00fablico en general, a traves de la p\u00e1gina web del Instituto Nacional de Estadistica. \n\nProcesos especiales de informacion, como tabulaciones o cruces particulares de variables espec\u00edficas, pueden ser solicitadas a trav\u00e9s de una nota dirigida a la Direcci\u00f3n Ejecutiva de la instituci\u00f3n.","disclaimer":"El Decreto Ley No 14100 en su art\u00edculo 15 se\u00f1ala \"Todas las personas naturales o jur\u00eddicas de la Naci\u00f3n, los residentes y transe\u00fantes estan obligados a suministrar en el termino que les sea se\u00f1alado, los datos e informaciones que fueran requeridos por el Instituto Nacional de Estad\u00edstica\".\n \nAs\u00ed mismo en su art\u00edculo 21 dispone: \"Los datos o informaciones que 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