{"type":"survey","study_desc":{"title_statement":{"idno":"CHL_2016_EPF_v01_M","title":"VIII Encuesta de Presupuestos Familiares 2016-2017","alt_title":"EPF 2016-2017","translated_title":"Family Budget Survey"},"authoring_entity":[{"name":"Instituto Nacional de Estad\u00edsticas Chile","affiliation":""}],"distribution_statement":{"contact":[{"name":"Atenci\u00f3n al Ciudadano","affiliation":"Instituto Nacional de Estad\u00edsticas Chile","email":"ine@ine.cl","uri":"http:\/\/www.ine.cl"}]},"series_statement":{"series_name":"Income\/Expenditure\/Household Survey [hh\/ies]","series_info":"La Encuesta de Presupuestos Familiares (EPF) producida por el INE, constituye un estudio fundamental para la actualizaci\u00f3n del \u00cdndice de Precios al Consumidor (IPC). La primera EPF se realiz\u00f3 en los a\u00f1os 1956-1957, para luego aplicarse con una periodicidad de diez a\u00f1os, hasta la VI versi\u00f3n 2006-2007. Desde la VII EPF, llevada a cabo entre noviembre de 2011 y octubre de 2012, la encuesta se realiza con una periodicidad quinquenal, conforme al compromiso pa\u00eds adquirido con la Organizaci\u00f3n para la Cooperaci\u00f3n y el Desarrollo Econ\u00f3mico (OCDE), en cuanto a contar con una estructura del gasto de los hogares que permita la actualizaci\u00f3n del IPC al menos cada cinco a\u00f1os. \n\nDesde su s\u00e9ptima versi\u00f3n, la encuesta ha recogido recomendaciones conceptuales y metodol\u00f3gicas de distintos organismos internacionales y buenas pr\u00e1cticas de diversas oficinas estad\u00edsticas. En su actual versi\u00f3n, la EPF introduce mejoras al proceso de producci\u00f3n, relacionadas, por ejemplo, con perfeccionamientos en los cuestionarios, la introducci\u00f3n de nuevos \u00edtems para mejorar la captura de gastos y la optimizaci\u00f3n de los procesos de digitaci\u00f3n y codificaci\u00f3n de datos, adem\u00e1s de la estandarizaci\u00f3n de la organizaci\u00f3n de su proceso productivo, adapt\u00e1ndolo al est\u00e1ndar internacional Modelo Gen\u00e9rico del Proceso de Producci\u00f3n Estad\u00edstica (GSBPM, por su sigla en ingl\u00e9s)."},"version_statement":{"version":"- v0.1"},"study_info":{"abstract":"La EPF es una encuesta econ\u00f3mica aplicada a hogares, cuyo objetivo es producir informaci\u00f3n sobre los gastos e ingresos en que estos incurren en un per\u00edodo de tiempo determinado. Es una encuesta que requiere de un alto nivel de participaci\u00f3n de los hogares que son encuestados por ella, raz\u00f3n por la cual es uno de los procesos de producci\u00f3n estad\u00edstica m\u00e1s complejos que existen entre aquellos asociados a las estad\u00edsticas de hogares del pa\u00eds.","coll_dates":[{"start":"2016-07","end":"2017-06","cycle":""}],"nation":[{"name":"Chile","abbreviation":"CHL"}],"geog_coverage":"La encuesta presenta representatividad estad\u00edstica para las siguientes \u00e1reas de estimaci\u00f3n:\n\n- Gran Santiago.\n\n- Resto de capitales regionales.\n\n- Total de capitales regionales (Gran Santiago + Resto de capitales regionales).","analysis_unit":"La encuesta tiene las siguientes unidades de an\u00e1lisis: Hogares e Individuos.","universe":"Hogares y personas que residen habitualmente en las viviendas particulares ocupadas de las capitales regionales del pa\u00eds (incluyendo sus zonas conurbadas m\u00e1s importantes). Se excluyen del estudio las viviendas con m\u00e1s de cinco hogares junto con las personas que las residen.","data_kind":"Sample survey data [ssd]","notes":"El alcance de Encuesta de Presupuestos Familiares 2016 incluye:\n\nREGISTRO DE PERSONAS EN EL HOGAR (RPH)\n\n- Caracter\u00edsticas de los miembros del hogar: captura informaci\u00f3n demogr\u00e1fica de los integrantes del hogar y establece los lazos de parentesco que estos tienen con quien ejerce el rol de jefe de hogar. Una de las caracter\u00edsticas importantes a capturar en este m\u00f3dulo es la edad de los distintos miembros del hogar, ya que esta informaci\u00f3n permite definir qui\u00e9n debe responder la Libreta de Gastos Individuales (5.3.2), instrumento base para la captura de gastos.\n\n- Educaci\u00f3n: adem\u00e1s de capturar informaci\u00f3n b\u00e1sica sobre curso y nivel m\u00e1s alto alcanzado por cada miembro del hogar, recoge informaci\u00f3n sobre la existencia de estudios actuales, formales o complementarios. Asimismo, para quienes estudian en educaci\u00f3n formal, caracteriza la dependencia del establecimiento. Esta informaci\u00f3n permite la validaci\u00f3n y depuraci\u00f3n de los gastos por concepto de educaci\u00f3n, registrados en la Libreta de Gastos del Hogar (5.3.3).\n\n- Condici\u00f3n de actividad econ\u00f3mica: registra informaci\u00f3n respecto a la situaci\u00f3n laboral de una persona, dentro del marco de medici\u00f3n de la fuerza de trabajo, para los miembros del hogar de 15 a\u00f1os y m\u00e1s. Adicionalmente, caracteriza la ocupaci\u00f3n principal de las personas que se declaran ocupadas e identifica los tipos de ingreso que perciben las personas de 15 a\u00f1os o m\u00e1s. La caracterizaci\u00f3n de la actividad econ\u00f3mica permite determinar qu\u00e9 m\u00f3dulos de la Libreta de Ingresos (5.3.6) se deben consultar para cada integrante del hogar, disminuyendo el n\u00famero de preguntas a realizar y la probabilidad de rechazo de la Libreta de Ingresos.\n\n- Salud y previsi\u00f3n: recopila informaci\u00f3n sobre la afiliaci\u00f3n y cotizaci\u00f3n de los miembros del hogar de 18 a\u00f1os y m\u00e1s a sistemas de salud y previsi\u00f3n, identificando el sistema al que pertenecen. En el caso de cotizar a un sistema previsional, la caracterizaci\u00f3n de este permite la estimaci\u00f3n del descuento obligatorio a los asalariados. Contar con esta informaci\u00f3n permite la construcci\u00f3n del ingreso disponible del hogar.\n\n- Vivienda principal: captura informaci\u00f3n sobre la tenencia de la vivienda principal e identifica los gastos asociados al uso de esta. Adem\u00e1s, registra informaci\u00f3n necesaria para el c\u00e1lculo del arriendo imputado.\n\n- Vivienda secundaria: indaga sobre la tenencia de vivienda secundaria y los gastos asociados a esta. La tenencia de vivienda secundaria se define por cuatro caracter\u00edsticas: 1) es una vivienda propia (pagada, pag\u00e1ndose, herencia o sucesi\u00f3n compartida), 2) el hogar la tuvo a disposici\u00f3n el mes anterior, 3) el hogar la tuvo a disposici\u00f3n al menos tres meses durante el \u00faltimo a\u00f1o y 4) su uso principal es la recreaci\u00f3n o el descanso. Esta informaci\u00f3n se utiliza para determinar si debe aplicarse o no una serie de preguntas de la Libreta de Gastos del Hogar, asociadas a los gastos generados por dicha vivienda.\n\nGASTOS INDIVIDUALES (LGI)\n\nGASTOS DEL HOGAR (LGH)\n\n- Gastos peri\u00f3dicos relativos a la vivienda principal: registra los gastos peri\u00f3dicos relacionados con el funcionamiento de la vivienda, que normalmente presentan una frecuencia mensual de pago. Debido a lo anterior, se consulta al hogar por el valor del gasto asociado al consumo del mes anterior a la aplicaci\u00f3n de la encuesta.\n\n- Gastos peri\u00f3dicos relativos a la vivienda secundaria: captura los gastos peri\u00f3dicos relativos a la\/s vivienda\/s secundaria\/s de aquellos hogares que declaren poseerla\/s.\n\n- Gastos peri\u00f3dicos en telecomunicaciones del hogar: captura los gastos peri\u00f3dicos relativos al consumo de servicios de telecomunicaciones, tales como televisi\u00f3n, telefon\u00eda e internet, entre otros.\n\n- Gastos peri\u00f3dicos en aseo municipal: captura los gastos peri\u00f3dicos relativos al pago de aseo municipal.\n\n- Gastos relativos al uso de veh\u00edculos con fines dom\u00e9sticos: captura gastos peri\u00f3dicos vinculados al uso de veh\u00edculos, tales como combustible, estacionamiento y peaje, entre otros.\n\n- Gastos en servicio dom\u00e9stico contratados por el hogar: captura gastos peri\u00f3dicos vinculados a la contrataci\u00f3n de servicios dom\u00e9sticos, tales como limpieza de la vivienda, cuidado de ni\u00f1os y mantenimiento de jard\u00edn, entre otros.\n\n- Otros gastos peri\u00f3dicos del hogar: recopila informaci\u00f3n de otros gastos pagados de manera peri\u00f3dica por el hogar, tales como suscripciones a revistas y gimnasio, entre otros.\n\n- Gastos de educaci\u00f3n formal: permite registrar gastos de los integrantes del hogar que asisten a educaci\u00f3n formal dentro de un a\u00f1o acad\u00e9mico, los que se relacionan con el pago de matr\u00edcula, mensualidades, cuota del centro de padres, cuota de incorporaci\u00f3n, ex\u00e1menes de admisi\u00f3n u otros derechos.\n\n- Gasto en otros cursos y talleres: este m\u00f3dulo tiene por objetivo registrar dos tipos de gasto: el relacionado con educaci\u00f3n complementaria a la formal (por ejemplo, cursos de capacitaci\u00f3n laboral y clases particulares) y el que corresponde a gastos en cursos, talleres o clases contratadas con fines recreativos.\n\n- Otros gastos relativos a educaci\u00f3n: captura gastos relacionados con la educaci\u00f3n, que no hayan sido descritos con anterioridad en la libreta.\n\nGASTOS DEL RECUERDO (LGR)\n\nGASTOS EN SERVICIOS FINANCIEROS Y SEGUROS (LSF)\n\n- Cr\u00e9ditos hipotecarios.\n\n- Tarjetas de cr\u00e9dito de establecimientos comerciales.\n\n- Cr\u00e9dito de consumo y cr\u00e9dito automotriz.\n\n- Cuentas corrientes y l\u00edneas de cr\u00e9dito.\n\n- Cuentas vistas o cuentas RUT.\n\n- Tarjetas de cr\u00e9dito bancarias.\n\n- Cr\u00e9ditos universitarios.\n\n- Seguros.\n\nINGRESOS (LI)\n\n- Ingresos del trabajo asalariado: captura los ingresos provenientes del trabajo dependiente. Estos datos incluyen informaci\u00f3n desde el salario bruto hasta los descuentos legales o voluntarios. Adicionalmente, se capturan remuneraciones en especies y\/o servicios que puedan ser recibidas.\n\n- Ingresos del trabajo independiente: recopila informaci\u00f3n de los ingresos generados a partir de negocios por cuenta propia o por profesionales independientes que dirigen y organizan su propia actividad.\n\n- Otros ingresos del trabajo: captura ingresos derivados por dos tipos de fuentes: ingresos provenientes de segundas actividades e ingresos derivados de una actividad laboral, realizada el mes anterior, distinta a la actividad principal declarada en el RPH para la semana de referencia, utilizada para determinar la fuerza de trabajo.\n\n- Ingresos por jubilaciones y\/o pensiones de vejez: registra ingresos de jubilaciones y\/o pensiones de vejez provenientes de ahorros previsionales y, en algunas situaciones, aportes fiscales (pilar b\u00e1sico solidario y pensiones provenientes de cajas de ahorro fiscales, entre otras).\n\n- Ingresos por otras pensiones y transferencias recibidas: captura ingresos que no son generados por una actividad econ\u00f3mica. Incluye pensiones alimenticias, pensiones de invalidez o discapacidad, montep\u00edos, pensiones asistenciales, entre otras. Adem\u00e1s, registra transferencias (monetarias y en especies) recibidas desde otros hogares, dentro o fuera del pa\u00eds.\n\n- Otros ingresos de car\u00e1cter no habitual: recopila informaci\u00f3n sobre ingresos que son significativos en el presupuesto del hogar, pero que no son ni peri\u00f3dicos ni habituales, tales como herencias, loter\u00edas e indemnizaciones, entre otros. El objetivo es identificar una fuente de ingresos no corriente, que explique una estructura de gasto an\u00f3mala durante el per\u00edodo de referencia. Estos ingresos no son considerados para el c\u00e1lculo del ingreso disponible del hogar.\n\n- Ingresos de la propiedad y ganancias por tenencia de instrumentos financieros: captura ingresos derivados de la tenencia de propiedades (muebles o inmuebles) y de instrumentos financieros, como acciones y cuentas de ahorro, entre otros.\n\n- Transferencias emitidas: registra informaci\u00f3n sobre el total de transferencias peri\u00f3dicas a otros hogares e instituciones sin fines de lucro, en dinero y\/o en especies.","study_scope":"El alcance de Encuesta de Presupuestos Familiares 2016 incluye:\n\nREGISTRO DE PERSONAS EN EL HOGAR (RPH)\n\n- Caracter\u00edsticas de los miembros del hogar: captura informaci\u00f3n demogr\u00e1fica de los integrantes del hogar y establece los lazos de parentesco que estos tienen con quien ejerce el rol de jefe de hogar. Una de las caracter\u00edsticas importantes a capturar en este m\u00f3dulo es la edad de los distintos miembros del hogar, ya que esta informaci\u00f3n permite definir qui\u00e9n debe responder la Libreta de Gastos Individuales (5.3.2), instrumento base para la captura de gastos.\n\n- Educaci\u00f3n: adem\u00e1s de capturar informaci\u00f3n b\u00e1sica sobre curso y nivel m\u00e1s alto alcanzado por cada miembro del hogar, recoge informaci\u00f3n sobre la existencia de estudios actuales, formales o complementarios. Asimismo, para quienes estudian en educaci\u00f3n formal, caracteriza la dependencia del establecimiento. Esta informaci\u00f3n permite la validaci\u00f3n y depuraci\u00f3n de los gastos por concepto de educaci\u00f3n, registrados en la Libreta de Gastos del Hogar (5.3.3).\n\n- Condici\u00f3n de actividad econ\u00f3mica: registra informaci\u00f3n respecto a la situaci\u00f3n laboral de una persona, dentro del marco de medici\u00f3n de la fuerza de trabajo, para los miembros del hogar de 15 a\u00f1os y m\u00e1s. Adicionalmente, caracteriza la ocupaci\u00f3n principal de las personas que se declaran ocupadas e identifica los tipos de ingreso que perciben las personas de 15 a\u00f1os o m\u00e1s. La caracterizaci\u00f3n de la actividad econ\u00f3mica permite determinar qu\u00e9 m\u00f3dulos de la Libreta de Ingresos (5.3.6) se deben consultar para cada integrante del hogar, disminuyendo el n\u00famero de preguntas a realizar y la probabilidad de rechazo de la Libreta de Ingresos.\n\n- Salud y previsi\u00f3n: recopila informaci\u00f3n sobre la afiliaci\u00f3n y cotizaci\u00f3n de los miembros del hogar de 18 a\u00f1os y m\u00e1s a sistemas de salud y previsi\u00f3n, identificando el sistema al que pertenecen. En el caso de cotizar a un sistema previsional, la caracterizaci\u00f3n de este permite la estimaci\u00f3n del descuento obligatorio a los asalariados. Contar con esta informaci\u00f3n permite la construcci\u00f3n del ingreso disponible del hogar.\n\n- Vivienda principal: captura informaci\u00f3n sobre la tenencia de la vivienda principal e identifica los gastos asociados al uso de esta. Adem\u00e1s, registra informaci\u00f3n necesaria para el c\u00e1lculo del arriendo imputado.\n\n- Vivienda secundaria: indaga sobre la tenencia de vivienda secundaria y los gastos asociados a esta. La tenencia de vivienda secundaria se define por cuatro caracter\u00edsticas: 1) es una vivienda propia (pagada, pag\u00e1ndose, herencia o sucesi\u00f3n compartida), 2) el hogar la tuvo a disposici\u00f3n el mes anterior, 3) el hogar la tuvo a disposici\u00f3n al menos tres meses durante el \u00faltimo a\u00f1o y 4) su uso principal es la recreaci\u00f3n o el descanso. Esta informaci\u00f3n se utiliza para determinar si debe aplicarse o no una serie de preguntas de la Libreta de Gastos del Hogar, asociadas a los gastos generados por dicha vivienda.\n\nGASTOS INDIVIDUALES (LGI)\n\nGASTOS DEL HOGAR (LGH)\n\n- Gastos peri\u00f3dicos relativos a la vivienda principal: registra los gastos peri\u00f3dicos relacionados con el funcionamiento de la vivienda, que normalmente presentan una frecuencia mensual de pago. Debido a lo anterior, se consulta al hogar por el valor del gasto asociado al consumo del mes anterior a la aplicaci\u00f3n de la encuesta.\n\n- Gastos peri\u00f3dicos relativos a la vivienda secundaria: captura los gastos peri\u00f3dicos relativos a la\/s vivienda\/s secundaria\/s de aquellos hogares que declaren poseerla\/s.\n\n- Gastos peri\u00f3dicos en telecomunicaciones del hogar: captura los gastos peri\u00f3dicos relativos al consumo de servicios de telecomunicaciones, tales como televisi\u00f3n, telefon\u00eda e internet, entre otros.\n\n- Gastos peri\u00f3dicos en aseo municipal: captura los gastos peri\u00f3dicos relativos al pago de aseo municipal.\n\n- Gastos relativos al uso de veh\u00edculos con fines dom\u00e9sticos: captura gastos peri\u00f3dicos vinculados al uso de veh\u00edculos, tales como combustible, estacionamiento y peaje, entre otros.\n\n- Gastos en servicio dom\u00e9stico contratados por el hogar: captura gastos peri\u00f3dicos vinculados a la contrataci\u00f3n de servicios dom\u00e9sticos, tales como limpieza de la vivienda, cuidado de ni\u00f1os y mantenimiento de jard\u00edn, entre otros.\n\n- Otros gastos peri\u00f3dicos del hogar: recopila informaci\u00f3n de otros gastos pagados de manera peri\u00f3dica por el hogar, tales como suscripciones a revistas y gimnasio, entre otros.\n\n- Gastos de educaci\u00f3n formal: permite registrar gastos de los integrantes del hogar que asisten a educaci\u00f3n formal dentro de un a\u00f1o acad\u00e9mico, los que se relacionan con el pago de matr\u00edcula, mensualidades, cuota del centro de padres, cuota de incorporaci\u00f3n, ex\u00e1menes de admisi\u00f3n u otros derechos.\n\n- Gasto en otros cursos y talleres: este m\u00f3dulo tiene por objetivo registrar dos tipos de gasto: el relacionado con educaci\u00f3n complementaria a la formal (por ejemplo, cursos de capacitaci\u00f3n laboral y clases particulares) y el que corresponde a gastos en cursos, talleres o clases contratadas con fines recreativos.\n\n- Otros gastos relativos a educaci\u00f3n: captura gastos relacionados con la educaci\u00f3n, que no hayan sido descritos con anterioridad en la libreta.\n\nGASTOS DEL RECUERDO (LGR)\n\nGASTOS EN SERVICIOS FINANCIEROS Y SEGUROS (LSF)\n\n- Cr\u00e9ditos hipotecarios.\n\n- Tarjetas de cr\u00e9dito de establecimientos comerciales.\n\n- Cr\u00e9dito de consumo y cr\u00e9dito automotriz.\n\n- Cuentas corrientes y l\u00edneas de cr\u00e9dito.\n\n- Cuentas vistas o cuentas RUT.\n\n- Tarjetas de cr\u00e9dito bancarias.\n\n- Cr\u00e9ditos universitarios.\n\n- Seguros.\n\nINGRESOS (LI)\n\n- Ingresos del trabajo asalariado: captura los ingresos provenientes del trabajo dependiente. Estos datos incluyen informaci\u00f3n desde el salario bruto hasta los descuentos legales o voluntarios. Adicionalmente, se capturan remuneraciones en especies y\/o servicios que puedan ser recibidas.\n\n- Ingresos del trabajo independiente: recopila informaci\u00f3n de los ingresos generados a partir de negocios por cuenta propia o por profesionales independientes que dirigen y organizan su propia actividad.\n\n- Otros ingresos del trabajo: captura ingresos derivados por dos tipos de fuentes: ingresos provenientes de segundas actividades e ingresos derivados de una actividad laboral, realizada el mes anterior, distinta a la actividad principal declarada en el RPH para la semana de referencia, utilizada para determinar la fuerza de trabajo.\n\n- Ingresos por jubilaciones y\/o pensiones de vejez: registra ingresos de jubilaciones y\/o pensiones de vejez provenientes de ahorros previsionales y, en algunas situaciones, aportes fiscales (pilar b\u00e1sico solidario y pensiones provenientes de cajas de ahorro fiscales, entre otras).\n\n- Ingresos por otras pensiones y transferencias recibidas: captura ingresos que no son generados por una actividad econ\u00f3mica. Incluye pensiones alimenticias, pensiones de invalidez o discapacidad, montep\u00edos, pensiones asistenciales, entre otras. Adem\u00e1s, registra transferencias (monetarias y en especies) recibidas desde otros hogares, dentro o fuera del pa\u00eds.\n\n- Otros ingresos de car\u00e1cter no habitual: recopila informaci\u00f3n sobre ingresos que son significativos en el presupuesto del hogar, pero que no son ni peri\u00f3dicos ni habituales, tales como herencias, loter\u00edas e indemnizaciones, entre otros. El objetivo es identificar una fuente de ingresos no corriente, que explique una estructura de gasto an\u00f3mala durante el per\u00edodo de referencia. Estos ingresos no son considerados para el c\u00e1lculo del ingreso disponible del hogar.\n\n- Ingresos de la propiedad y ganancias por tenencia de instrumentos financieros: captura ingresos derivados de la tenencia de propiedades (muebles o inmuebles) y de instrumentos financieros, como acciones y cuentas de ahorro, entre otros.\n\n- Transferencias emitidas: registra informaci\u00f3n sobre el total de transferencias peri\u00f3dicas a otros hogares e instituciones sin fines de lucro, en dinero y\/o en especies."},"method":{"data_collection":{"sampling_procedure":"CARACTER\u00cdSTICAS GENERALES DEL DISE\u00d1O MUESTRAL\n\nEl dise\u00f1o muestral de la encuesta corresponde a un muestreo estratificado por comuna, clasificaci\u00f3n socioecon\u00f3mica y clasificaci\u00f3n de las manzanas seg\u00fan grupo de tama\u00f1o (considerando el total de viviendas que las componen). Dentro de cada estrato, la selecci\u00f3n de la muestra es aleatoria y se realiza en dos etapas:\n\n- Selecci\u00f3n de unidades de primera etapa (o unidades primarias de muestreo), que corresponden a manzanas, definidas por delimitaciones geogr\u00e1ficas fijas.\n\n- Selecci\u00f3n de unidades de segunda etapa (o unidades secundarias de muestreo), que corresponden a viviendas particulares ocupadas, desde las cuales se obtiene la informaci\u00f3n respecto a los hogares (unidad de an\u00e1lisis) que habitan en dichas viviendas.\n\nObjetivo dise\u00f1o muestral\n\nEl dise\u00f1o muestral de la VIII EPF busca determinar y distribuir el n\u00famero de viviendas, que permita recopilar informaci\u00f3n de los hogares, para cada nivel de estimaci\u00f3n, con el objeto de obtener resultados fidedignos y consistentes con los est\u00e1ndares nacionales e internacionales.\n\nEl dise\u00f1o muestral de la VIII EPF determina una muestra representativa a nivel de Capitales regionales del pa\u00eds y para las zonas de Gran Santiago y Resto de capitales regionales, las que en conjunto concentran el 72,11% de la poblaci\u00f3n de viviendas del \u00e1rea urbana del pa\u00eds.\n\nM\u00c9TODO DE MUESTREO\n\nEl dise\u00f1o muestral obedece a un muestreo probabil\u00edstico, estratificado y biet\u00e1pico. Las unidades muestrales de primera etapa (UPE o unidades primarias de muestreo) son las manzanas y presentan delimitaciones geogr\u00e1ficas fijas. Cada manzana es clasificada dentro de la comuna a la que pertenece, seg\u00fan clasificaci\u00f3n socioecon\u00f3mica y el n\u00famero de viviendas que la componen.\n\nLas unidades muestrales de segunda etapa (USE o unidades secundarias de muestreo) son las viviendas particulares que se encuentran al interior de cada manzana.\n\nPara realizar la distribuci\u00f3n de la muestra de manzanas, se consider\u00f3 la distribuci\u00f3n porcentual de viviendas seg\u00fan grupo de tama\u00f1o, en la que se trunc\u00f3 la proporci\u00f3n correspondiente a los grupos de tama\u00f1o m\u00e1s peque\u00f1os (grupos de tama\u00f1o 1 y 2) debido a los altos costos asociados al trabajo de campo en estas manzanas.\n\nLas manzanas se seleccionaron con igual probabilidad dentro de cada estrato. Mientras que la selecci\u00f3n de viviendas al interior de cada manzana, se realiz\u00f3 tambi\u00e9n con igual probabilidad.\n\nAl interior de las viviendas seleccionadas, se entrevistaron a todos los hogares residentes. La encuesta busc\u00f3 capturar informaci\u00f3n de gastos e ingresos de todas las personas miembros de los hogares residentes de cada vivienda seleccionada.\n\nCARACTER\u00cdSTICAS DEL MARCO DE MUESTREO\n\nEl marco muestral de la VIII EPF es el Marco Muestral de Manzanas que utiliza el INE para las zonas geogr\u00e1ficas urbanas85, conformado por unidades geogr\u00e1ficas con l\u00edmites fijos denominados manzanas (o conglomerados). El Instituto posee informaci\u00f3n cartogr\u00e1fica y del n\u00famero de viviendas que contiene cada manzana seg\u00fan los datos del Censo de Poblaci\u00f3n y Vivienda del a\u00f1o 2002 parcialmente actualizada al a\u00f1o 2015.\n\nEl Marco Muestral de Manzanas del INE es utilizado para seleccionar las muestras de las principales encuestas de hogares que se realizan en el pa\u00eds, tales como la Encuesta de Caracterizaci\u00f3n Socioecon\u00f3mica Nacional (Casen), la Encuesta Nacional Urbana de Seguridad Nacional (Enusc) y la Encuesta Nacional sobre Uso del Tiempo (ENUT), entre otras.\n\nC\u00c1LCULO DEL TAMA\u00d1O MUESTRAL\n\nLa Encuesta de Presupuestos Familiares es una de las encuestas econ\u00f3micas aplicadas a hogares m\u00e1s complejas que existen. En la etapa de c\u00e1lculo del tama\u00f1o muestral se generaron diversas simulaciones con la muestra objetivo considerando mayor representatividad estad\u00edstica (se probaron tama\u00f1os muestrales para una muestra con representatividad regional, para cada una de las capitales regionales, adem\u00e1s de incorporar las \u00e1reas urbano-rural).\n\nConsiderando la extensi\u00f3n de la encuesta y los altos costos asociados al proceso de producci\u00f3n estad\u00edstica, se decidi\u00f3 mantener las \u00e1reas de estimaci\u00f3n de la encuesta, mejorando los niveles de precisi\u00f3n de los datos, buscando reducir el error asociado a las estimaciones para los indicadores principales.\n\nUna de las mejoras metodol\u00f3gicas importantes en el proceso de selecci\u00f3n y definici\u00f3n del tama\u00f1o de la muestra de la VIII EPF fue la incorporaci\u00f3n de una sobremuestra a la muestra objetivo, con el fin de alcanzar los tama\u00f1os muestrales estimados. Mientras que la VII EPF utiliz\u00f3 un proceso de selecci\u00f3n de muestra con reemplazo, la VIII EPF introdujo la estrategia de sobremuestreo. La diferencia radica en que los reemplazos son utilizados a medida que las unidades de segunda etapa (viviendas) rechazan participar en el estudio, mientras que la muestra con sobremuestreo considera a priori (en base a informaci\u00f3n recabada en anteriores versiones de la encuesta) la cantidad te\u00f3rica de viviendas requeridas para cumplir con los tama\u00f1os objetivos.\n\nLa estructura temporal de la VIII EPF fue r\u00edgida (los hogares fueron asignados a un per\u00edodo fuera del cual no pod\u00edan ser encuestados) y el grado de participaci\u00f3n solicitada a los hogares fue elevado (cada hogar particip\u00f3 del estudio durante quince d\u00edas), por lo que result\u00f3 a\u00fan m\u00e1s conveniente y recomendado emplear un proceso de selecci\u00f3n con sobremuestreo, buscando encuestar la totalidad de las unidades seleccionadas. Esta estrategia permiti\u00f3 contrarrestar en parte la no respuesta total.\n\nPara el c\u00e1lculo del tama\u00f1o con sobremuestreo, se utiliz\u00f3 la tasa de no respuesta y la tasa de desactualizaci\u00f3n del marco muestral a nivel comunal obtenida de la VII EPF. Con ello se calcularon los tama\u00f1os regionales con sobremuestreo, a trav\u00e9s de la agregaci\u00f3n de las comunas y, finalmente, los tama\u00f1os por nivel de estimaci\u00f3n, como una agregaci\u00f3n de la o las regiones que lo componen.\n\nEl c\u00e1lculo del tama\u00f1o muestral utilizado correspondi\u00f3 a un dise\u00f1o probabil\u00edstico, biet\u00e1pico y estratificado. Los estimadores necesarios para el dise\u00f1o de la VIII EPF fueron obtenidos a partir de las estimaciones realizadas con la VII versi\u00f3n de la encuesta, incluyendo el gasto per c\u00e1pita promedio mensual del hogar, el cual se defini\u00f3 como la variable de inter\u00e9s del dise\u00f1o. As\u00ed tambi\u00e9n, partiendo de la VII EPF, se estableci\u00f3 la variable de inter\u00e9s, el n\u00famero de viviendas logradas y el error absoluto y relativo asociado a la variable de inter\u00e9s, adem\u00e1s de la tasa de no respuesta y de desactualizaci\u00f3n del marco.","coll_mode":"Face-to-face [f2f]","research_instrument":"Las libretas se pueden clasificar seg\u00fan las siguientes tres tem\u00e1ticas: 1) una libreta que consulta sobre caracter\u00edsticas sociodemogr\u00e1ficas del hogar, 2) cuatro libretas que capturan gasto y 3) una que registra los ingresos del hogar. Las libretas que tienen el objetivo de medir el gasto se diferencian entre s\u00ed, fundamentalmente por el tipo de bienes y servicios que incluye cada una y por el per\u00edodo de referencia respecto al que el gasto es consultado.","coll_situation":"La fase de recolecci\u00f3n de informaci\u00f3n es uno de los procesos m\u00e1s extensos de la encuesta en t\u00e9rminos de ejecuci\u00f3n, ya que su trabajo de campo contempla un per\u00edodo de un a\u00f1o calendario.\n\nLa etapa de preparaci\u00f3n de la recolecci\u00f3n involucr\u00f3 el trabajo activo de las direcciones regionales y equipos administrativos del INE, ya que se requiri\u00f3 seleccionar personal, entrenarlo y asegurar los recursos para este pudiese realizar su trabajo (oficinas, equipos inform\u00e1ticos, materiales de oficina, encuestas, etc.).\n\nLa fase de recolecci\u00f3n no solo abarc\u00f3 la realizaci\u00f3n del trabajo de campo de la encuesta, sino que tambi\u00e9n incorpor\u00f3 el proceso de supervisi\u00f3n de la misma. \n\nSi bien en el est\u00e1ndar internacional la etapa de digitaci\u00f3n se encuentra asociada al subproceso de cierre de la recolecci\u00f3n, en la adaptaci\u00f3n al proceso de producci\u00f3n de la VIII EPF, considerando el volumen de informaci\u00f3n a digitar, el subproceso se dividi\u00f3 entre 1) la digitaci\u00f3n de la Hoja de Ruta, inserta en la fase de recolecci\u00f3n y 2) la digitaci\u00f3n del resto de los instrumentos de recolecci\u00f3n de informaci\u00f3n, inserta en la fase de procesamiento.","weight":"El factor de expansi\u00f3n se interpreta como la cantidad de unidades en la poblaci\u00f3n que representa una unidad en la muestra.\n\nDe acuerdo con el dise\u00f1o muestral, el factor de expansi\u00f3n se calcula en funci\u00f3n del total de manzanas y viviendas seleccionadas en cada estrato, as\u00ed como tambi\u00e9n del n\u00famero de manzanas totales en el estrato (seg\u00fan informaci\u00f3n reportada por el marco muestral) y del n\u00famero de viviendas particulares enumeradas.\n\nAl tratarse de un muestreo biet\u00e1pico, la f\u00f3rmula de c\u00e1lculo del factor de expansi\u00f3n depende de las probabilidades de selecci\u00f3n de las unidades de primera y segunda etapa.","cleaning_operations":"Corresponde a la fase en que se digita la informaci\u00f3n de las libretas (cuestionarios y se verifica la validez de los datos digitados, edit\u00e1ndolos cuando fuese necesario y preparando la informaci\u00f3n para su publicaci\u00f3n oficial.\n\nEn el contexto de la VIII EPF, el procesamiento contempl\u00f3 ocho subprocesos: 1) digitaci\u00f3n de libretas, 2) codificaci\u00f3n, 3) validaci\u00f3n, 4) recuperaci\u00f3n, 5) depuraci\u00f3n, 6) imputaci\u00f3n, ajuste temporal y creaci\u00f3n de nuevas variables, 7) c\u00e1lculo de ponderadores y 8) consolidaci\u00f3n de las bases de datos y c\u00e1lculo de agregaciones.\n\nEl subproceso de digitaci\u00f3n consisti\u00f3 en ingresar al sistema los datos de los hogares recopilados en las libretas (cuestionarios), para luego realizar el subproceso de codificaci\u00f3n, que consiste en asignar c\u00f3digos, a partir de clasificadores establecidos, a distintas preguntas abiertas de la encuesta. Las etapas de validaci\u00f3n, recuperaci\u00f3n y depuraci\u00f3n tuvieron por objetivo identificar y reducir los errores asociados al procesamiento de los datos. Por su parte, el subproceso de imputaci\u00f3n, ajuste temporal y creaci\u00f3n de nuevas variables busc\u00f3 reducir en parte los sesgos asociados a la no respuesta parcial de la encuesta, llevar las distintas variables de ingresos y gasto a un per\u00edodo com\u00fan de presentaci\u00f3n de resultados (mes) y generar aquellas variables que se requerir\u00edan en los subprocesos siguientes.\n\nEl subproceso siguiente, de c\u00e1lculo de ponderadores, comprende las etapas de ajustes al factor de expansi\u00f3n y c\u00e1lculos de los pseudoestratos y pseudoconglomerados de varianza de la encuesta. \n\nRespecto al subproceso de consolidaci\u00f3n de las bases de datos y c\u00e1lculo de agregaciones, en \u00e9l se gener\u00f3 la finalizaci\u00f3n de la revisi\u00f3n de bases de datos asociadas a los distintos instrumentos de recolecci\u00f3n de informaci\u00f3n (libretas), para luego consolidarlas y construir las bases de datos a utilizar en la fase de an\u00e1lisis. Adem\u00e1s, se calcularon los resultados de la encuesta y las medidas de precisi\u00f3n asociadas a estos."}},"data_access":{"dataset_availability":{"access_place":"Instituto Nacional de Estad\u00edsticas Chile","access_place_uri":"http:\/\/www.ine.cl\/estadisticas\/ingresos-y-gastos\/epf?Base%20de%20Datos","original_archive":"Instituto Nacional de Estad\u00edsticas Chile\nhttp:\/\/www.ine.cl\/estadisticas\/ingresos-y-gastos\/epf?Base%20de%20Datos\nCosto: Ninguno"},"dataset_use":{"contact":[{"name":"Instituto Nacional de Estad\u00edsticas Chile","affiliation":"","email":"ine@ine.cl","uri":"http:\/\/www.ine.cl"}],"cit_req":"El uso de estos datos debe ser reconocido mediante una citaci\u00f3n que incluya:\n\n- La identificaci\u00f3n del investigador principal\n\n- El t\u00edtulo de la encuesta (incluyendo el pa\u00eds, el acr\u00f3nimo y el a\u00f1o de aplicaci\u00f3n)\n\n- El n\u00famero de referencia de la encuesta\n\n- La fuente y la fecha de descarga\n\nEjemplo:\n\nInstituto Nacional de Estad\u00edsticas - INE. Chile - VIII Encuesta de Presupuestos Familiares (EPF) 2016-2017, Ref. CHL_2016_EPF_v01_M. Dataset downloaded from [url] on [date]","disclaimer":"El usuario de los datos reconoce que el recolector original de los datos, el distribuidor autorizado de los datos, y la entidad que apoya financieramente no son reponsables por el uso o interpretaciones realizadas por terceros."}}},"data_files":[{"file_id":"F1","file_name":"BASE_PERSONAS_VIII_EPF","description":"La Base de personas contiene 247 variables, mientras que el n\u00famero de observaciones totales de la base es de 48.308 (personas), las que integran los 15.239 hogares entrevistados correspondientes a 14.999 viviendas entrevistadas8. La Base de personas incluye informaci\u00f3n desagregada de las caracter\u00edsticas sociodemogr\u00e1ficas a nivel del hogar y de sus integrantes. Las variables de esta base se construyen9 a partir de la combinaci\u00f3n de informaci\u00f3n de los distintos cuestionarios de la encuesta. A continuaci\u00f3n se detalla, seg\u00fan tem\u00e1ticas, la informaci\u00f3n de las variables de esta base de datos.","case_count":"48308","var_count":"247","producer":null,"data_checks":null,"missing_data":null,"version":null,"notes":null},{"file_id":"F2","file_name":"BASE_GASTOS_VIII_EPF","description":"Los datos presentados en esta base contemplan la informaci\u00f3n de los gastos realizados por el hogar a nivel de bienes y servicios, de acuerdo con la Clasificaci\u00f3n del Consumo Individual por Finalidades (CCIF) utilizada por la VIII EPF.","case_count":"1064239","var_count":"14","producer":null,"data_checks":null,"missing_data":null,"version":null,"notes":null}],"variables":[{"vid":"V248","name":"ZONA","file_id":"F2","var_dcml":"0","var_intrvl":"discrete","var_start_pos":"1","var_end_pos":"1","var_width":"1","var_rec_seg_no":"1","labl":"Zona","var_val_range":[{"units":null,"min":"1","max":"2"}],"var_sumstat":[{"value":"1064204","type":"vald"},{"value":"35","type":"invd"}],"var_catgry":[{"value":"1","labl":"Gran Santiago","stats":"543508","type":"freq"},{"value":"2","labl":"Resto de Capitales Regionales","stats":"520696","type":"freq"},{"value":"Sysmiss","labl":null,"stats":"35","type":"freq"}],"var_format":"numeric","var_format_schema":"other","fid":"F2"},{"vid":"V249","name":"FOLIO_V","file_id":"F2","var_intrvl":"discrete","var_start_pos":"2","var_end_pos":"6","var_width":"5","var_rec_seg_no":"1","labl":"Identificador de vivienda","var_sumstat":[{"value":"1064204","type":"vald"},{"value":"0","type":"invd"}],"var_format":"character","var_format_schema":"other","fid":"F2"},{"vid":"V250","name":"FOLIO","file_id":"F2","var_intrvl":"discrete","var_start_pos":"7","var_end_pos":"13","var_width":"7","var_rec_seg_no":"1","labl":"Identificador de hogar","var_sumstat":[{"value":"1064204","type":"vald"},{"value":"0","type":"invd"}],"var_format":"character","var_format_schema":"other","fid":"F2"},{"vid":"V251","name":"FE","file_id":"F2","var_dcml":"0","var_intrvl":"contin","var_start_pos":"14","var_end_pos":"29","var_width":"16","var_rec_seg_no":"1","labl":"Factor de Expansi\u00f3n calibrado por total de hogares 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