{"type":"survey","doc_desc":{"title":"Encuesta de Niveles de Vida 1997","idno":"DDI_PAN_1997_ENV_v01_M","producers":[{"name":"Development Economics Data Group","abbreviation":"DECDG","affiliation":"The World Bank","role":"Generation of DDI documentation"}],"prod_date":"2011-05-02","version_statement":{"version":"Version 0.1 (May 2011)."}},"study_desc":{"title_statement":{"idno":"PAN_1997_ENV_v01_M","title":"Encuesta de Niveles de Vida 1997","alt_title":"ENV 1997","translated_title":"Living Standards Survey"},"authoring_entity":[{"name":"Ministerio de Planificacion y Politica Economica","affiliation":""}],"production_statement":{"producers":[{"name":"Programa de las Naciones Unidas para el Desarrollo","affiliation":"","role":"Asistencia T\u00e9cnica"},{"name":"Banco Mundial","affiliation":"","role":"Asistencia T\u00e9cnica"}],"funding_agencies":[{"name":"Gobier Nacional de Panam\u00e1","abbreviation":"GNP","role":"Financiamiento"},{"name":"Banco Mundial","abbreviation":"WB","role":"Financiamiento"},{"name":"Banco Inter-Americano de Desarrollo","abbreviation":"IDB","role":"Financiamiento"},{"name":"Agencia Suiza de Cooperaci\u00f3n","abbreviation":"SDC","role":"Financiamiento"}]},"distribution_statement":{"contact":[{"name":"LSMS Data Manager","affiliation":"The World Bank","email":"lsms@worldbank.org","uri":"surveys.worldbank.org\/lsms"}]},"series_statement":{"series_name":"Living Standards Measurement Study [hh\/lsms]","series_info":"La ECV 1997 es la primera versi\u00f3n de la Encuesta de Niveles de Vida que se lleva a cabo en Panam\u00e1."},"version_statement":{"version":"Version v0.1: Base de dtaos sin procesar, obtenida del generador primario - Instituto Nacional de Estad\u00edstica y Censos de Nicaragua","version_date":"1997-09"},"study_info":{"topics":[{"topic":"Poverty","vocab":"World Bank","uri":""}],"abstract":"La ENV de Panam\u00e1 consiste b\u00e1sicamente en un estudio cuyo prop\u00f3sito central es proporcionar informaci\u00f3n a nivel de hogares y personas, usando una muestra representativa de viviendas, sobre las condiciones de vida y bienestar de la poblaci\u00f3n, el uso y el acceso a los servicios sociales. Para comprender las diferentes dimensiones del bienestar de los hogares, se produce informaci\u00f3n adicional sobre nutrici\u00f3n (indicadores antropom\u00e9tricos), las comunidades o \u00e1reas en donde los hogares est\u00e1n localizados y los precios que los hogares pagan por los art\u00edculos y productos que consumen.","coll_dates":[{"start":"1997-06","end":"1997-10","cycle":""}],"nation":[{"name":"Panama","abbreviation":"PAN"}],"geog_coverage":"Se cubre la totalidad del territorio nacional","analysis_unit":"La encuesta aborda como unidad de an\u00e1lisis inicialmente a los hogares y sus miembros.  A su vez se hace an\u00e1lisis tambi\u00e9n a nivel de comunidad","universe":"Lo constituyen el conjunto de viviendas particulares existentes en el pai\u00b4s segu\u00b4n el Censo de 1990 (Cuadro No. 1), existen 525,236 viviendas particulares ocupadas, de las cuales 295,156 (56.2%) integran el a\u00b4rea urbana y 230,080 (43.8%) pertenecen al a\u00b4rea rural, de estas u\u00b4ltimas 198,016 viviendas se ubican en el a\u00b4rea rural no indi\u00b4gena, 25,141 en el a\u00b4rea rural indi\u00b4gena y 6,923 en el a\u00b4rea rural de difi\u00b4cil acceso.","data_kind":"Sample survey data [ssd]","notes":"En t\u00e9rminos generales, la ENV tiene como objetivos b\u00e1sicos producir informaci\u00f3n sobre las principales variables socioecon\u00f3micas para apoyar los procesos de formulaci\u00f3n de las Pol\u00edticas P\u00fablicas, la priorizaci\u00f3n y focalizaci\u00f3n del Gasto del Gobierno, la identificaci\u00f3n de programas y acciones de alto impacto en las poblaciones m\u00e1s pobres. De otra parte, la ENV se propone producir informaci\u00f3n confiable que facilite la evaluaci\u00f3n, monitoreo y medici\u00f3n del impacto de los programas, proyectos y acciones sociales destinados a disminuir las situaciones de pobreza.\nLos instrumentos usados son:\nFormulario de Hogares\nEl formulario de hogares cubre un amplio espectro de temas y variables asociados al bienestar de la poblaci\u00f3n. Las preguntas guardan una estrecha relaci\u00f3n con los temas descritos al inicio de este documento. Para una mejor informaci\u00f3n del lector presentamos a continuaci\u00f3n un resumen de las secciones y cap\u00edtulos principales con sus correspondientes tipos de informantes.  \n\nSecci\u00f3n 1. VIVIENDA Y HOGAR (Todas las viviendas y hogares) \n[Informante: Jefe del hogar o Ama de Casa].\n- Datos de la Vivienda y el Hogar.\n- Vivienda propia e hipotecada. \n- Recreaci\u00f3n. \n- Participaci\u00f3n en Organizaciones. \n\nSecci\u00f3n 2. REGISTRO DE MIEMBROS RESIDENTES (Todas las personas del Hogar) \n[Informante: Ama de Casa o Jefe del Hogar]\n.- Sexo, Edad, Estado Conyugal, Parentesco. \n- N\u00facleos Familiares. \n\nSecci\u00f3n 3. SALUD (Para todas las personas).  \nParte A. Para todos los ni\u00f1os y n\u00f1as menores de cinco (5) a\u00f1os.\n[Informante: Padre\/Madre o Persona mayor responsable]\n- Cuidado del ni\u00f1o y lactancia materna. \n- Alimentos gratis. \n- Inmunizaci\u00f3n. \n- Presencia de diarrea, infecciones respiratorias.\n- Acceso y uso de servicios de salud.  \n\nParte B. Para todas las personas del hogar.\n[Informantes: Personas de 15 y m\u00e1s a\u00f1os. Para menores de 15 a\u00f1os el Padre\/la Madre o la Persona responsable].\n- Acceso y uso de servicios de salud.\n- Gastos mensuales por enfermedades y servicios de salud. \n- Seguros de salud.\n\nParte C. Para las personas de 15 y m\u00e1s a\u00f1os de edad.\n[Informante: personas de 15 y m\u00e1s a\u00f1os de edad]\n- Pr\u00e1cticas y H\u00e1bitos. (Se incluyen preguntas sobre h\u00e1bitos de fumar, consumo de bebidas alcoh\u00f3licas, pr\u00e1cticas deportivas, descanso y tiempo dedicado a ver televisi\u00f3n)  \n\nSecci\u00f3n 4. EDUCACION. \nA. Educaci\u00f3n Preescolar (ni\u00f1os y ni\u00f1as menores de 6 a\u00f1os de edad).\n[Informante: Padre\/Madre o persona responsable] \n\nB. Educaci\u00f3n Escolar (Personas de 6 a\u00f1os cumplidos y m\u00e1s de edad).\n[Informante: Para menores entre 6 y 15 a\u00f1os el Padre\/Madre o persona responsable y las Personas de 15 y m\u00e1s a\u00f1os de edad] \n\nC. Capacitaci\u00f3n para el trabajo (Personas de 10 a\u00f1os y m\u00e1s de edad).\n[Informante: Para personas entre 10 y 15 a\u00f1os el Padre\/Madre o persona responsable y las Personas de 15 y m\u00e1s a\u00f1os de edad] \n\nSecci\u00f3n 5. MIGRACION (Personas de 10 a\u00f1os y m\u00e1s).\n[Informante: Para personas entre 10 y 15 a\u00f1os el Padre\/Madre o persona responsable y las Personas de 15 y m\u00e1s a\u00f1os de edad] \n\nSecci\u00f3n 6. ACTIVIDADES ECONOMICAS\t(Personas de 10 a\u00f1os y m\u00e1s).\n[Informante: Para personas de 10 y m\u00e1s a\u00f1os de edad] \nA. Actividades de las personas de 10 a\u00f1os y m\u00e1s.  \n\nB. Primer Trabajo de la Semana Pasada. \n\nC. Segundo Trabajo de la Semana Pasada.  \n\nD. Trabajo, \u00faltimos doce meses. \n\nE. Otros Ingresos y Ayudas en Dinero.   \nSecci\u00f3n 7. FECUNDIDAD\t(Mujeres de 15 a 49 a\u00f1os - MEF).\n[Informante: Mujeres entre 15 y 49 a\u00f1os]\n- Control del Embarazo. - Gastos del Embarazo. \n- Nacidos Vivos. \n- Atenci\u00f3n al Parto.\n- Peso del ni\u00f1o al nacer. \n- Gastos del Parto. \n\nSecci\u00f3n 8. GASTOS\/OTROS INGRESOS DEL HOGAR (Todos los Hogares).\n[Informante: Ama de Casa o persona mejor informada] \n\nA. Gastos en Alimentos. I. Gastos y autoconsumo de alimentos, bebidas y tabaco. II. Sitios Frecuentes de Compra. III. Frecuencia y valor de las compras en supermercados. \n\nB. Gastos en art\u00edculos del hogar y cuidado personal. I. Gastos en los \u00faltimos 7 d\u00edas. II. Gastos el mes pasado. III. Gastos en los \u00faltimos 12 meses. \n\nC. Inversiones durante los \u00faltimos 12 meses. \n\nD. Pr\u00e9stamos en los \u00faltimos 12 meses.\n\nE. Ingresos. I. Otros ingresos del hogar. II. Ingresos en los \u00faltimos 12 meses. III. Ahorro y compras a Cr\u00e9dito. \n\nF. Equipamiento del Hogar.\n\nSECCION 9. NEGOCIOS DEL HOGAR Y TRABAJADORES INDEPENDIENTES. (Para todos los Hogares con Trabajadores por Cuenta Propia, Due\u00f1os de Negocios o Trabajadores Independientes Agr\u00edcolas)\n[Informantes: Due\u00f1os de los Negocios, Trabajadores Cuenta Propia o Independientes Agr\u00edcolas] \nA. Caracter\u00edsticas principales.   \n\nB. Gastos e Inversi\u00f3n.   \nC. Capital e Inventario.\nSecci\u00f3n 10. ACTIVIDADES AGROPECUARIAS DEL TRABAJO INDEPENDIENTE. (Para Todos los Hogares con Unidades de Producci\u00f3n Agr\u00edcola) \n[Informantes: Productor Agropecuario o el Administrador]\nA. Datos de la Unidad de Producci\u00f3n Agropecuaria. \n\nB. Producci\u00f3n Agr\u00edcola. \n\nC. Producci\u00f3n Forestal.\n\nD. Actividad pecuaria (existencia y producci\u00f3n).\n\nE. Pr\u00e9stamos en dinero y compras a cr\u00e9dito.\n\nB. Formulario de Antropometr\u00eda\nEl formulario de Antropometr\u00eda se aplica a todos los ni\u00f1os y ni\u00f1as menores de 5 a\u00f1os en los hogares seleccionados. Variables investigadas:\n- Fecha de Nacimiento en meses. (En el registro de las personas del hogar tambi\u00e9n se solicita la edad para chequear la precisi\u00f3n de esta respuesta debido a la importancia que tiene en la medida de la desnutrici\u00f3n.)\n- Fecha de la medici\u00f3n.\n- Peso en Libras. \n- Talla en cent\u00edmetros (Altura\/longitud). \nC. Formulario de la Comunidad y Precios (Cuando aqu\u00ed hablamos de comunidad nos referimos a las localidades, centros poblados o barrios en los que se ubican las viviendas y hogares seleccionados. El formulario de la comunidad no se aplica a una muestra estad\u00edstica de comunidades.)\nEl formulario de la comunidad se aplica a los l\u00edderes formales e informales de las comunidades en donde residen los hogares entrevistados. Los precios se obtienen en los puntos de venta de las comunidades; en cada sitio se toman tres cotizaciones para cada uno de los art\u00edculos considerados.\n\nComunidad\n\nCap\u00edtulo 1. Caracter\u00edsticas de la Comunidad. \n- Energ\u00eda \n- Alumbrado P\u00fablico \n- Agua Potable\n- Tel\u00e9fono Domiciliario \n- Tel\u00e9fono P\u00fablico \n- Alcantarillado \n- Recoleccion de Basuras \n- Correo\n- Mercado P\u00fablico \n- Transporte\n\nCap\u00edtulo 3. Otros Servicios Comunitarios. \n- Recreaci\u00f3n \n- Sal\u00f3n Comunal \n- Vigilancia\n\nCap\u00edtulo 4. Migraciones Laborales. \n\nCap\u00edtulo 5. Educaci\u00f3n. \n\nCap\u00edtulo 6. Trabajo. \n\nCap\u00edtulo 7. Salud.\n\nCap\u00edtulo 8. Necesidades de la Comunidad. \n\nCap\u00edtulo 9. Problemas del Medio Ambiente. \n\nCap\u00edtulo 10. Problem\u00e1tica Agropecuaria.\n\nPrecios\n- Alimentos, Bebidas y Tabacos (38 Art\u00edculos) \n- Bienes del Hogar y Aseo Personal (16 Art\u00edculos)"},"method":{"data_collection":{"data_collectors":[{"name":"Ministerio de Planificaci\u00f3n y Pol\u00edtica Social","abbreviation":"MIPPE","affiliation":""}],"sampling_procedure":"Con base en la informaci\u00f3n y la cartograf\u00eda del Censo de 1990, el marco de muestreo se conform\u00f3 con un total de 14,203 Unidades Primarias de Muestreo (UPM\u00b4s), de las cuales 10,850 son urbanas y 3,353 rurales. Las UPM\u00b4s rurales se distribuyen de la siguiente manera: 2,508 no ind\u00edgenas, 396 ind\u00edgenas y 449 de dif\u00edcil acceso.\nEl marco muestral fue complementado con la actualizaci\u00f3n de las urbanizaciones nuevas, los asentamientos espont\u00e1neos, as\u00ed como los edificios de 12 y m\u00e1s viviendas construidos despue\u00e9s del Censo de 1990.\n\nUnidades de Muestreo\nSe trabaj\u00f3 con UPM\u00b4s de varios tipos: \na) Las UPM\u00b4s urbanas se conformaron con la uni\u00f3n de dos o m\u00e1s segmentos censales contiguos con un promedio de 27.2 viviendas; \nb) En el \u00e1rea rural e ind\u00edgena, las UPM \u00b4s se conformaron con las Zonas de Supervisi\u00f3n del Censo de Poblaci\u00f3n y Vivienda de 1990 integradas, cada una, por entre 6 y 10 segmentos censales, con un promedio de 78.9 viviendas y \nc) Las UPM \u00b4s en las \u00e1reas de dif\u00edcil acceso se conformaron con la uni\u00f3n de dos segmentos o pares de segmentos censales con un promedio de 15.4 viviendas.\n\n Tama\u00f1o de la Muestra\nLa ENV trabaja con una muestra sin reemplazo. El tama\u00f1o muestral estimado ascendi\u00f3 a 5,591 viviendas, se calcul\u00f3 una tasa de respuesta total del 90% lo que permite obtener al final una muestra efectiva de 5,000 viviendas. Este tama\u00f1o permite lograr estimaciones aceptables para cada uno de los dominios de estudio considerados.","coll_mode":"Face-to-face [f2f]","research_instrument":"Formulario de Hogares\nEl formulario de hogares cubre un amplio espectro de temas y variables asociados al bienestar de la poblaci\u00f3n. Las preguntas guardan una estrecha relaci\u00f3n con los temas descritos al inicio de este documento. Para una mejor informaci\u00f3n del lector presentamos a continuaci\u00f3n un resumen de las secciones y cap\u00edtulos principales con sus correspondientes tipos de informantes.  \n\nSecci\u00f3n 1. VIVIENDA Y HOGAR (Todas las viviendas y hogares) \n[Informante: Jefe del hogar o Ama de Casa].\n- Datos de la Vivienda y el Hogar.\n- Vivienda propia e hipotecada. \n- Recreaci\u00f3n. \n- Participaci\u00f3n en Organizaciones. \n\nSecci\u00f3n 2. REGISTRO DE MIEMBROS RESIDENTES (Todas las personas del Hogar) \n[Informante: Ama de Casa o Jefe del Hogar]\n.- Sexo, Edad, Estado Conyugal, Parentesco. \n- N\u00facleos Familiares. \n\nSecci\u00f3n 3. SALUD (Para todas las personas).  \nParte A. Para todos los ni\u00f1os y n\u00f1as menores de cinco (5) a\u00f1os.\n[Informante: Padre\/Madre o Persona mayor responsable]\n- Cuidado del ni\u00f1o y lactancia materna. \n- Alimentos gratis. \n- Inmunizaci\u00f3n. \n- Presencia de diarrea, infecciones respiratorias.\n- Acceso y uso de servicios de salud.  \n\nParte B. Para todas las personas del hogar.\n[Informantes: Personas de 15 y m\u00e1s a\u00f1os. Para menores de 15 a\u00f1os el Padre\/la Madre o la Persona responsable].\n- Acceso y uso de servicios de salud.\n- Gastos mensuales por enfermedades y servicios de salud. \n- Seguros de salud.\n\nParte C. Para las personas de 15 y m\u00e1s a\u00f1os de edad.\n[Informante: personas de 15 y m\u00e1s a\u00f1os de edad]\n- Pr\u00e1cticas y H\u00e1bitos. (Se incluyen preguntas sobre h\u00e1bitos de fumar, consumo de bebidas alcoh\u00f3licas, pr\u00e1cticas deportivas, descanso y tiempo dedicado a ver televisi\u00f3n)  \n\nSecci\u00f3n 4. EDUCACION. \nA. Educaci\u00f3n Preescolar (ni\u00f1os y ni\u00f1as menores de 6 a\u00f1os de edad).\n[Informante: Padre\/Madre o persona responsable] \n\nB. Educaci\u00f3n Escolar (Personas de 6 a\u00f1os cumplidos y m\u00e1s de edad).\n[Informante: Para menores entre 6 y 15 a\u00f1os el Padre\/Madre o persona responsable y las Personas de 15 y m\u00e1s a\u00f1os de edad] \n\nC. Capacitaci\u00f3n para el trabajo (Personas de 10 a\u00f1os y m\u00e1s de edad).\n[Informante: Para personas entre 10 y 15 a\u00f1os el Padre\/Madre o persona responsable y las Personas de 15 y m\u00e1s a\u00f1os de edad] \n\nSecci\u00f3n 5. MIGRACION (Personas de 10 a\u00f1os y m\u00e1s).\n[Informante: Para personas entre 10 y 15 a\u00f1os el Padre\/Madre o persona responsable y las Personas de 15 y m\u00e1s a\u00f1os de edad] \n\nSecci\u00f3n 6. ACTIVIDADES ECONOMICAS\t(Personas de 10 a\u00f1os y m\u00e1s).\n[Informante: Para personas de 10 y m\u00e1s a\u00f1os de edad] \nA. Actividades de las personas de 10 a\u00f1os y m\u00e1s.  \n\nB. Primer Trabajo de la Semana Pasada. \n\nC. Segundo Trabajo de la Semana Pasada.  \n\nD. Trabajo, \u00faltimos doce meses. \n\nE. Otros Ingresos y Ayudas en Dinero.   \nSecci\u00f3n 7. FECUNDIDAD\t(Mujeres de 15 a 49 a\u00f1os - MEF).\n[Informante: Mujeres entre 15 y 49 a\u00f1os]\n- Control del Embarazo. - Gastos del Embarazo. \n- Nacidos Vivos. \n- Atenci\u00f3n al Parto.\n- Peso del ni\u00f1o al nacer. \n- Gastos del Parto. \n\nSecci\u00f3n 8. GASTOS\/OTROS INGRESOS DEL HOGAR (Todos los Hogares).\n[Informante: Ama de Casa o persona mejor informada] \n\nA. Gastos en Alimentos. I. Gastos y autoconsumo de alimentos, bebidas y tabaco. II. Sitios Frecuentes de Compra. III. Frecuencia y valor de las compras en supermercados. \n\nB. Gastos en art\u00edculos del hogar y cuidado personal. I. Gastos en los \u00faltimos 7 d\u00edas. II. Gastos el mes pasado. III. Gastos en los \u00faltimos 12 meses. \n\nC. Inversiones durante los \u00faltimos 12 meses. \n\nD. Pr\u00e9stamos en los \u00faltimos 12 meses.\n\nE. Ingresos. I. Otros ingresos del hogar. II. Ingresos en los \u00faltimos 12 meses. III. Ahorro y compras a Cr\u00e9dito. \n\nF. Equipamiento del Hogar.\n\nSECCION 9. NEGOCIOS DEL HOGAR Y TRABAJADORES INDEPENDIENTES. (Para todos los Hogares con Trabajadores por Cuenta Propia, Due\u00f1os de Negocios o Trabajadores Independientes Agr\u00edcolas)\n[Informantes: Due\u00f1os de los Negocios, Trabajadores Cuenta Propia o Independientes Agr\u00edcolas] \nA. Caracter\u00edsticas principales.   \n\nB. Gastos e Inversi\u00f3n.   \nC. Capital e Inventario.\nSecci\u00f3n 10. ACTIVIDADES AGROPECUARIAS DEL TRABAJO INDEPENDIENTE. (Para Todos los Hogares con Unidades de Producci\u00f3n Agr\u00edcola) \n[Informantes: Productor Agropecuario o el Administrador]\nA. Datos de la Unidad de Producci\u00f3n Agropecuaria. \n\nB. Producci\u00f3n Agr\u00edcola. \n\nC. Producci\u00f3n Forestal.\n\nD. Actividad pecuaria (existencia y producci\u00f3n).\n\nE. Pr\u00e9stamos en dinero y compras a cr\u00e9dito.\n\nB. Formulario de Antropometr\u00eda\nEl formulario de Antropometr\u00eda se aplica a todos los ni\u00f1os y ni\u00f1as menores de 5 a\u00f1os en los hogares seleccionados. Variables investigadas:\n- Fecha de Nacimiento en meses. (En el registro de las personas del hogar tambi\u00e9n se solicita la edad para chequear la precisi\u00f3n de esta respuesta debido a la importancia que tiene en la medida de la desnutrici\u00f3n.)\n- Fecha de la medici\u00f3n.\n- Peso en Libras. \n- Talla en cent\u00edmetros (Altura\/longitud). \nC. Formulario de la Comunidad y Precios (Cuando aqu\u00ed hablamos de comunidad nos referimos a las localidades, centros poblados o barrios en los que se ubican las viviendas y hogares seleccionados. El formulario de la comunidad no se aplica a una muestra estad\u00edstica de comunidades.)\nEl formulario de la comunidad se aplica a los l\u00edderes formales e informales de las comunidades en donde residen los hogares entrevistados. Los precios se obtienen en los puntos de venta de las comunidades; en cada sitio se toman tres cotizaciones para cada uno de los art\u00edculos considerados.\n\nComunidad\n\nCap\u00edtulo 1. Caracter\u00edsticas de la Comunidad. \n- Energ\u00eda \n- Alumbrado P\u00fablico \n- Agua Potable\n- Tel\u00e9fono Domiciliario \n- Tel\u00e9fono P\u00fablico \n- Alcantarillado \n- Recoleccion de Basuras \n- Correo\n- Mercado P\u00fablico \n- Transporte\n\nCap\u00edtulo 3. Otros Servicios Comunitarios. \n- Recreaci\u00f3n \n- Sal\u00f3n Comunal \n- Vigilancia\n\nCap\u00edtulo 4. Migraciones Laborales. \n\nCap\u00edtulo 5. Educaci\u00f3n. \n\nCap\u00edtulo 6. Trabajo. \n\nCap\u00edtulo 7. Salud.\n\nCap\u00edtulo 8. Necesidades de la Comunidad. \n\nCap\u00edtulo 9. Problemas del Medio Ambiente. \n\nCap\u00edtulo 10. Problem\u00e1tica Agropecuaria.\n\nPrecios\n- Alimentos, Bebidas y Tabacos (38 Art\u00edculos) \n- Bienes del Hogar y Aseo Personal (16 Art\u00edculos)","act_min":"La supervisi\u00f3n en todos los pasos realizados en la ECV estuvo a cargo del Ministerio de Planificaci\u00f3n y Pol\u00edtica social.","weight":"Factores de Expansi\u00f3n \nDebido a que la muestra no es autoponderada, el c\u00e1lculo de los factores de expansi\u00f3n se genera por \u00e1reas y dominios, mediante el siguiente modelo:\n\nNa\/f*b *b\/Na=1\/F=f\n\nDonde:\nF=Factor de expansi\u00f3n original.\nb=N\u00famero deseado de viviendas a seleccionar por UPM en el \u00e1rea i de la provincia h.\nf=fracci\u00f3n general de muestreo.\nNa=Total de viviendas en la UPM\u00b4s del \u00e1rea i de la provincia h.\nNa\/f*b = Fracci\u00f3n de Selecci\u00f3n de la primera etapa.\nb\/Na= Fracci\u00f3n de selecci\u00f3n de la segunda etapa.\n\nEl factor de expansi\u00f3n correspondiente es el inverso de la probabilidad de selecci\u00f3n final.Como las probabilidades de selecci\u00f3n y los factores de expansi\u00f3n est\u00e1n basados en la informaci\u00f3n censal de 1990 y a la fecha de la encuesta han transcurrido siete a\u00f1os, se hace necesario disponer de informaci\u00f3n actualizada a una fecha cercana al periodo de la encuesta.\nLas proyecciones demogr\u00e1ficas se constituyen en la informaci\u00f3n requerida para ajustar las estimaciones de la encuesta obtenida mediante la aplicaci\u00f3n de las probabilidades de selecci\u00f3n.Las estimaciones se obtendr\u00edan para cada una de las \u00e1reas de las provincias, para luego ser sumadas y llegar a las estimaciones para los dominios de estudios considerados.","cleaning_operations":"La ENV ejecut\u00f3 en detalle un conjunto de tareas dedicadas a garantizar la consistencia y coherencia de la informaci\u00f3n recolectada. Los trabajos de digitaci\u00f3n se realizaron en las Sedes Regionales, en las Oficinas Locales o en los sitios o comunidades en donde se adelantaba el trabajo de campo. En forma paralela a la entrada de datos se chequeaba que los rangos de informaci\u00f3n para cada variable fueran los admitidos; posteriormente se aplicaba un programa de computaci\u00f3n (IMPS) que generaba una lista de errores e inconsistencias por formulario y pregunta. La lista de inconsistencias y errores se entregaba a los supervisores para que regresaran a las viviendas y hogares a realizar las reentrevistas para verificar y corregir los errores reportados.\nEl programa verificaba: la estructura (que el formulario tenga informaci\u00f3n en las secciones b\u00e1sicas), el flujo (que se siga la secuencia establecida en la aplicaci\u00f3n del formulario), los c\u00f3digos de las preguntas abiertas y unidades de medida (que losc\u00f3digos o claves no se encuentren fuera de los l\u00edmites establecidos); y las relaciones l\u00f3gicas y aritm\u00e9ticas (que las variables guarden consistencia entre ellas).En adici\u00f3n a lo anterior, se generaron programas de auditor\u00eda para saber si los formularios hab\u00edan sido digitados en su totalidad. Los monitores, mediante programas computarizados, corr\u00edan rutinas que facilitaban comparar la informaci\u00f3n digitada con la contenida en los formularios. Este control permiti\u00f3 detectar a tiempo fallas en la cobertura de la digitaci\u00f3n. De la misma manera, y una vez digitada la informaci\u00f3n, los monitores revisaban los formularios, las listas de errores y las correcciones realizadas, a fin de certificar que el procedimiento digitaci\u00f3n-correcci\u00f3n fuera el adecuado. En caso contrario, el formulario era devuelto de nuevo al campo para sus correcciones.\nAl final de cada etapa de recolecci\u00f3n se llev\u00f3 a cabo un proceso de verificaci\u00f3n de la informaci\u00f3n contenida en la Base de Datos a nivel nacional con el fin de detectar y corregir los errores cometidos en la entrada de los datos. Se trabaj\u00f3 con una muestra por regi\u00f3n y por digitador, el tama\u00f1o de la muestra vari\u00f3 entre el 20 y el 50%, los criterios para determinar el tama\u00f1o se determinaron con base en los informes de las oficinas regionales, los monitores y las observaciones de campo que realizaron peri\u00f3dicamente los t\u00e9cnicos de inform\u00e1tica. Los niveles de error encontrados fueron bajos y se presentaron principalmente en la primera etapa, una vez se alcanz\u00f3 la destreza deseada en la digitaci\u00f3n y operaron en forma puntual los controles establecidos, los errores disminuyeron considerablemente."},"analysis_info":{"response_rate":"99% dado que se esperaban 5000 hogares encuestados y la base de datos cuenta con 4945 hogares."}},"data_access":{"dataset_use":{"cit_req":"El uso de las base de datos debe ser reconocido usando una mensi\u00f3n que incluir\u00e1:\n\n- La identificaci\u00f3n del Investigador primario\n- El t\u00edtulo de la encuesta (incluyendo pa\u00eds, acr\u00f3nimo, y a\u00f1o de implementaci\u00f3n)\n- El n\u00famero de referencia de la encuesta\n- La fuente y la fecha de la descarga\n\nEjemploAgencia Estatal de Estad\u00edstica de Tajikistan. Encuesta de Condiciones de Vida de Tajikistan (TLSS) 2003. Ref. TJK_2003_LSMS_v01_M. Base de datos descagada de www.microdata.worldbank.org el [fecha] .","conditions":"El recibimiento de estos datos implica el reconocimiento de que los datos suplidos son para uso interno de su organizaci\u00f3n, y que usted est\u00e1 de acuerdo con los siguientes estipulaciones como condiciones para el uso de los datos:\n1. Los datos son suplidos \u00fanicamente para el uso descrito en esta forma y no podr\u00e1n estar a disposici\u00f3n de otras organizaciones o individuos.  Otras organizaciones o individuos deber\u00e1n solicitar los datos sirectamente. \n\n2. Tres copias de todas las publicaciones, documentos presentados en conferencias o cualquier otro reporte de investigaci\u00f3n basado en parte o enteramente en los datos requeridos, deber\u00e1n ser entregados a: The World Bank, Development Economics Research Group, LSMS Database Administrator\nMSN MC3-306 \n1818 H Street, NW Washington, DC 20433, USA \ntel: (202) 473-9041 \nfax: (202) 522-1153 \ne-mail: lsms@worldbank.org\n\n3. El invstigador deber\u00e1 referirse a la Encuesta de Niveles de Vida 1997 Panam\u00e1 como la fuente de informaci\u00f3n en todas las publicaciones, documentos presentados en conferencias, y manuscritos.  Al mismo tiempo, el Banco Mundial no se hace responasable de las estimaciones reportadas por los analistas. \n\n4. Los usuarios que descargan los datos no deben pasarlos a terceras partes.\n\n5. La base de datos no podr\u00e1 ser para fines comerciales ni podr\u00e1 ser vendida.","disclaimer":"El usuario de los datos reconoce que el recolector original de los datos, el distribuidos autorizado de los datos, y las agencias de financiaci\u00f3n no se hacen responsables del uso de los datos o de las interpretaciones o inferencias basadas en esos 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