{"type":"survey","doc_desc":{"title":"BRA_1996_LSMS(PPV)_v01_M","idno":"DDI_BRA_1996_LSMS_v01_M","prod_date":"2011-03-23"},"study_desc":{"title_statement":{"idno":"BRA_1996_LSMS_v01_M","title":"Living Standards Measurement Study Survey 1996-1997","alt_title":"LSMS 1996-97","translated_title":"Pesquisa sobre Padroes de Vida 1996-1997"},"authoring_entity":[{"name":"Instituto Brasileiro de Geografia e Estat\u00edsticai \/ Brazilian Geographical and Statistical institute (IBGE)","affiliation":""}],"production_statement":{"prod_date":"2011-03-23"},"distribution_statement":{"contact":[{"name":"LSMS Data Manager","affiliation":"The World Bank","email":"lsms@worldbank.org","uri":"surveys.worldbank.org\/lsms"}],"depositor":[{"name":"","abbreviation":"","affiliation":""}]},"series_statement":{"series_name":"Living Standards Measurement Study [hh\/lsms]"},"study_info":{"abstract":"No intuito de aprimorar o sistema das estat\u00edsticas socioecon\u00f4micas, o IBGE, em conv\u00eanio com o Banco Mundial, realizou um projeto piloto de pesquisa multitem\u00e1tica para atender a necessidade de informa\u00e7\u00f5es que (a) qualifiquem e indiquem os determinantes do bem-estar social de diferentes grupos sociais e (b) permitam identificar os efeitos de pol\u00edticas governamentais nas condi\u00e7\u00f5es de vida domiciliar. \n\nO objetivo da pesquisa \u00e9 fornecer informa\u00e7\u00f5es adequadas para planejamento, acompanhamento e an\u00e1lises de pol\u00edticas econ\u00f4micas e programas sociais em rela\u00e7\u00e3o ao seus impactos nas condi\u00e7\u00f5es de vida domiciliar, em especial nas das popula\u00e7\u00f5es mais carentes.  \n\nSubstantivamente, a pesquisa proporciona um panorama do bem-estar dos moradores dos domic\u00edlios e possibilita o estudo de seus determinantes. Partindo da premissa que quantificar e situar um problema n\u00e3o \u00e9 suficiente, a pesquisa busca  explica\u00e7\u00f5es que permitam indicar solu\u00e7\u00f5es. Por exemplo, o conhecimento de quantos pobres existem, como e onde moram e o que fazem \u00e9 apenas uma parte da investiga\u00e7\u00e3o. Para se produzirem informa\u00e7\u00f5es que possam subsidiar solu\u00e7\u00f5es mais efetivas, \u00e9 necess\u00e1rio um levantamento detalhado sobre as causas e conseq\u00fc\u00eancias da pobreza. O mesmo princ\u00edpio se aplica a outras \u00e1reas do bem-estar social. \n\nDesta forma, o question\u00e1rio da pesquisa \u00e9 planejado para fornecer um conjunto de informa\u00e7\u00f5es integradas com o objetivo de: \n- medir a distribui\u00e7\u00e3o do bem-estar e o n\u00edvel de pobreza, principalmente, em \u00e1reas onde predominam a agricultura de subsist\u00eancia, a economia informal e o emprego sazonal; \n- descrever os padr\u00f5es de acesso e utiliza\u00e7\u00e3o de servi\u00e7os p\u00fablicos - educa\u00e7\u00e3o, sa\u00fade, saneamento b\u00e1sico, etc.;  \n- compreender como os moradores dos domic\u00edlios reagem \u00e0s condi\u00e7\u00f5es econ\u00f4micas e aos impactos de medidas governamentais; e \n- permitir an\u00e1lises complexas das rela\u00e7\u00f5es entre os v\u00e1rios aspectos do bem-estar social, como o impacto da sa\u00fade no emprego, o padr\u00e3o de gastos nos n\u00edveis nutricionais dos moradores, etc. \n\nA pesquisa, no entanto, n\u00e3o trata os v\u00e1rios temas investigados com a mesma profundidade que as informa\u00e7\u00f5es levantadas em pesquisas t\u00f3picas. Ao mesmo tempo, por ter uma amostra pequena, a precis\u00e3o dos resultados \u00e9 menor do que aqueles das pesquisas t\u00f3picas. Mas, pela sua abrang\u00eancia tem\u00e1tica, a pesquisa permite um bom resumo multidimensional do bem-estar e o estudo das intera\u00e7\u00f5es entre os v\u00e1rios fatores.","coll_dates":[{"start":"1996-03","end":"1997-03","cycle":""}],"nation":[{"name":"Brazil","abbreviation":"BRA"}],"geog_coverage":"Northeast Region, Southeast Region","data_kind":"Sample survey data [ssd]","notes":"- Caracteristicas do Domicilio - Estrutura, Gastos\n- Caracteristicas dos Moradores - Caracteristicas Demograficas, Informacoes sobre os Pais, Relacoes de Convivencia\n- Migracoes\n- Educacao - Frequencia a Escola, Historico Escolar, Cursos Profissionalizantes\n- Health\n- Atividades Economica - Trabalho Principal nos Ultimos 7 Dias, Trabalho Secundario, Trabalho Principal nos Ultimos 365 Dias, Procura de Trabalho\n- Fecundidade e Concepcao - Historia das Unioes\n- Rendimentos (Exclusive do Trabalho)\n- Investimento\n- Credito\n- Gastos e Inventario de Bens - Gastos en Bens e Servicos, Relacao de Bens, Outros Gastos, Remessa de Contribucoes\n- Despesa e Consumo de Alimentos\n- Conta-Propria \/ Empregador - Informacoes sobre a Empresa, Gastos, Capital e Inventario\n- Atividades Agropecuaria - Dados Gerais, Producao Agricola, Processamento da Producao Agricola, Producao Pecuaria - Rebanhos, Outros Animais ou Criacoes, Produtos Pecuarios e Derivados Elaborados Artisanalmente, Gastos com a Criacoes e com Produtos e Derivados da Pecuaria, Extracao Vegetal, Reflorestamento e Producao Madeireira de Especies Florestais Plantadas, Gastos nas Atividades Agricultural, Extracao Vegetal, e Reflorestamento\n- Atividade Pesqueira - Dados Gerai, Producao de Pescado, Equipamento Pesqueiro, Gastos com Equipamento Pesqueiro\n- Avaliacao das Condicoes de Vida\n- Antropometria\n\n\n- Characteristics of dwelling, expenditures\n- Demographic characteristics, information on parents\n- Migration\n- Education\n- Health\n- Economic activities (labor, employment)\n- Fertility, birth history, history of unions\n- Income\n- Investment\n- Credit\n- Consumption an expenditure\n- Household enterprise\n- Agriculture and fisheries\n- Standards of Living\n- Anthropometry"},"method":{"data_collection":{"sampling_procedure":"O PLANEJAMENTO DA AMOSTRA\n\nO desenho amostral da PPV - Pesquisa sobre Padr\u00f5es de Vida - foi discutido com os t\u00e9cnicos do Banco Mundial e a dimens\u00e3o da amostra foi fixada em fun\u00e7\u00e3o do or\u00e7amento dispon\u00edvel para a realiza\u00e7\u00e3o da pesquisa.\n\nComo pesquisa piloto optou-se por sua realiza\u00e7\u00e3o apenas nas Regi\u00f5es Nordeste e Sudeste do Pa\u00eds, considerando 10 estratos geogr\u00e1ficos, a saber: Regi\u00e3o Metropolitana de Fortaleza, Regi\u00e3o Metropolitana de Recife, Regi\u00e3o Metropolitana de Salvador, restante da \u00e1rea urbana do Nordeste, restante da \u00e1rea rural do Nordeste, Regi\u00e3o Metropolitana de Belo Horizonte, Regi\u00e3o Metropolitana do Rio de Janeiro, Regi\u00e3o Metropolitana de S\u00e3o Paulo, restante da \u00e1rea urbana do Sudeste e restante da \u00e1rea rural do Sudeste.\n\nTal como em outras pesquisas domiciliares realizadas pelo IBGE, optou-se por um desenho com dois est\u00e1gios de sele\u00e7\u00e3o, com estratifica\u00e7\u00e3o das unidades prim\u00e1rias e sele\u00e7\u00e3o proporcional a uma medida de tamanho e sele\u00e7\u00e3o aleat\u00f3ria das unidades de segundo est\u00e1gio. A unidade prim\u00e1ria \u00e9 o setor da base geogr\u00e1fica do Censo Demogr\u00e1fico de 1991 e a unidade de segundo est\u00e1gio \u00e9 o domic\u00edlio.\n\nO tamanho da amostra para cada estrato geogr\u00e1fico foi fixado em 480 domic\u00edlios. Em cada estrato geogr\u00e1fico foi fixado em 60 o n\u00famero de setores a serem selecionados e 8 domic\u00edlios em cada setor, com exce\u00e7\u00e3o para os estratos que correspondem ao restante da \u00e1rea rural de cada Regi\u00e3o onde fixou-se em 30 o n\u00famero de setores e em 16 o n\u00famero de domic\u00edlios a serem selecionados por setor, em fun\u00e7\u00e3o da dificuldade de acesso a esses setores, o que implicaria em aumento de custo.\n\nO tamanho da amostra fixado foi defendido pelos t\u00e9cnicos do Banco Mundial em fun\u00e7\u00e3o da experi\u00eancia nos outros pa\u00edses onde a pesquisa foi ou est\u00e1 sendo conduzida, pela necessidade de produzir informa\u00e7\u00f5es com a maior rapidez poss\u00edvel e por julgar que o objetivo da pesquisa n\u00e3o \u00e9 produzir tabula\u00e7\u00f5es com cruzamentos de vari\u00e1veis, tal como ocorre com as informa\u00e7\u00f5es da Pesquisa Nacional por Amostra de Domic\u00edlios - PNAD, mas o de fornecer indicadores de tend\u00eancia ou de varia\u00e7\u00e3o em n\u00edveis bastante agregados.\n\nA defini\u00e7\u00e3o dos estratos estat\u00edsticos\n\nConforme descrito anteriormente, o setor \u00e9 a unidade prim\u00e1ria de amostragem, o domic\u00edlio \u00e9 a unidade secund\u00e1ria e unidade de investiga\u00e7\u00e3o. A estratifica\u00e7\u00e3o das unidades prim\u00e1rias de amostragem foi definida em duas etapas: a primeira, considerando a divis\u00e3o geogr\u00e1fica de interesse, que resultou na defini\u00e7\u00e3o de 10 estratos geogr\u00e1ficos; para cada um dos estratos geogr\u00e1ficos, a segunda estratifica\u00e7\u00e3o foi definida por crit\u00e9rios estat\u00edsticos, considerando as informa\u00e7\u00f5es sobre a renda m\u00e9dia mensal do chefe do domic\u00edlio, vari\u00e1vel que foi investigada no Censo Demogr\u00e1fico de 1991 para todos os domic\u00edlios.\n\nA aloca\u00e7\u00e3o da amostra nos estratos de renda\n\nVale lembrar que o tamanho final da amostra de domic\u00edlios foi fixada em fun\u00e7\u00e3o do custo, mais especificamente dos recursos financeiros dispon\u00edveis. Em conseq\u00fc\u00eancia, o tamanho da amostra de setores e o n\u00famero de domic\u00edlios a serem selecionados por setor tamb\u00e9m foram fixados, a saber:\n- 60 setores e 8 domic\u00edlios por setor, nos estratos geogr\u00e1ficos urbanos e regi\u00f5es metropolitanas (estratos geogr\u00e1ficos 1,2,3,4,6,7,8 e 9);\n- 30 setores e 16 domic\u00edlios por setor, nos estratos geogr\u00e1ficos rurais (estratos geogr\u00e1ficos 5 e 10).\n\nAntes da aloca\u00e7\u00e3o nos estratos de renda, a amostra total nos 10 estratos geogr\u00e1ficos ficou com 540 setores e 4.800 domic\u00edlios. Foi utilizada a aloca\u00e7\u00e3o proporcional, com base no n\u00famero de domic\u00edlios particulares permanentes ocupados, obtidos pelo Censo 91.\n\nVale lembrar quem, durante o procedimento de aloca\u00e7\u00e3o, os valores resultantes foram arredondados para o maior inteiro e em um \u00fanico estrato, ap\u00f3s o arredondamento, o valor resultante 1 foi alterado para 2 a fim de permitir o c\u00e1lculo de vari\u00e2ncias. Como pode ser observado, em fun\u00e7\u00e3o da variabilidade da fra\u00e7\u00e3o amostral, a amostra resultante n\u00e3o \u00e9 a autoponderada.\n\nA SELE\u00c7\u00c3O DA AMOSTRA\n\nA sele\u00e7\u00e3o da amostra de setores\n\nPara a sele\u00e7\u00e3o da amostra de setores, segundo o desenho adotado, qual seja, amostra estratificada com probabilidade proporcional ao tamanho, foi utilizado um programa em linguagem SAS, utilizando a macro de sele\u00e7\u00e3o PPTCOM (ver Silva (1989), que foi adaptada para considerar automaticamente os estratos geogr\u00e1ficos e estratos de renda definidos. A medida de tamanho adotada foi o n\u00famero de domic\u00edlios em cada setor, conforme defini\u00e7\u00e3o de hi P mais adiante.\n\nAp\u00f3s a sele\u00e7\u00e3o dos setores, foi realizada uma compara\u00e7\u00e3o desses setores com os setores pertencentes \u00e0s amostras da PNAD - Pesquisa Nacional por Amostra de Domic\u00edlios, da PME - Pesquisa Mensal de Emprego e da amostra selecionada para a POF 96\/96 - Pesquisa de Or\u00e7amentos Familiares. Como o esquema de sele\u00e7\u00e3o das amostras dessas pesquisas \u00e9 o mesmo, qual seja, sele\u00e7\u00e3o com probabilidade proporcional ao tamanho, era de se esperar que houvesse coincid\u00eancias de setores selecionados para duas ou mais pesquisas. Foram avaliados os procedimentos adotados nessas outras pesquisas para contornar o problema de setores (ou domic\u00edlios) serem investigados em mais de um pesquisa no mesmo per\u00edodo. Nenhuma das solu\u00e7\u00f5es adotadas em outras pesquisas foi considerada satisfat\u00f3ria, tendo sido decidido substituir os setores coincidentes com os de outras pesquisas, al\u00e9m daqueles que foram selecionados mais de uma vez na pr\u00f3pria PPV, uma vez que a sele\u00e7\u00e3o foi com reposi\u00e7\u00e3o.\n\nEm fun\u00e7\u00e3o dessa decis\u00e3o, foi selecionada uma segunda amostra, usando os mesmos procedimentos adotados quando da sele\u00e7\u00e3o da primeira amostra. Dessa segunda amostra foram extra\u00eddos todos os setores coincidentes com os das outras tr\u00eas pesquisas, todos os setores coincidentes com os selecionados na primeira amostra e, tamb\u00e9m, aqueles selecionados mais de uma vez nessa segunda\namostra da PPV. Os setores restantes foram analisados comparativamente \u00e0queles a serem substitu\u00eddos e, para a substitui\u00e7\u00e3o propriamente dita, foram consideradas algumas vari\u00e1veis de controle, a saber: estrato geogr\u00e1fico, estrato de renda, situa\u00e7\u00e3o (urbana ou rural) e tipo de setor (normal ou de favela). Al\u00e9m disso, foi considerado o valor da probabilidade de sele\u00e7\u00e3o. Isto significa que um setor substituto tem as mesmas caracter\u00edsticas nas vari\u00e1veis de controle e tem uma probabilidade de sele\u00e7\u00e3o aproximadamente igual \u00e0 de um setor qualquer dentre os que foram substitu\u00eddos. Ao todo, foram substitu\u00eddos 78 setores.\n\nA opera\u00e7\u00e3o de listagem e a sele\u00e7\u00e3o de domic\u00edlios\n\nA opera\u00e7\u00e3o de listagem de setores tem por objetivo construir um cadastro, o mais atualizado poss\u00edvel, dos domic\u00edlios existentes nos setores selecionados para a amostra, a fim de permitir a sele\u00e7\u00e3o dos domic\u00edlios a serem investigados. Em fun\u00e7\u00e3o disso, a opera\u00e7\u00e3o de listagem foi realizada em quatro etapas, cada uma abrangendo os setores de um trimestre da pesquisa.\n\nUma vez terminada a listagem dos setores, foi realizada a sele\u00e7\u00e3o dos domic\u00edlios, que, como definido anteriormente, foi feita com eq\u00fciprobabilidade, considerando os tamanhos de amostra fixados, quais sejam 8 domic\u00edlios em cada setor dos estratos metropolitanos e urbanos, e 16 nos dois estratos rurais. Para contornar as poss\u00edveis recusas, domic\u00edlios vagos ou fechados na hora da realiza\u00e7\u00e3o da entrevista, foi definido um procedimento para substitui\u00e7\u00e3o de domic\u00edlios, que consistiu na sele\u00e7\u00e3o de uma amostra reserva de domic\u00edlios em cada setor da amostra. Essa amostra foi selecionada previamente, utilizando o mesmo m\u00e9todo utilizado na sele\u00e7\u00e3o da amostra principal. Ao todo foram realizadas 4940 entrevistas entre as 4944 esperadas. Por problemas operacionais durante a coleta, em dois setores da amostra s\u00f3 foram realizadas 6 entrevistas.","coll_mode":"Face-to-face [f2f]","research_instrument":"O question\u00e1rio coleta uma diversidade de temas sociais e econ\u00f4micos a n\u00edvel do domic\u00edlio Para se atingir os objetivos de analisar o bem-estar social e as caracter\u00edsticas e determinantes da pobreza, os temas inclu\u00eddos na pesquisa foram examinados de forma a definir o n\u00famero m\u00ednimo de quest\u00f5es, para cada t\u00f3pico, necess\u00e1rias \u00e0 avalia\u00e7\u00e3o das condi\u00e7\u00f5es de vida.  \n\nPela import\u00e2ncia de se avaliar o bem-estar social, foi dada \u00eanfase aos aspectos relativos \u00e0s despesas domiciliares. Investiga-se o gasto com moradia, educa\u00e7\u00e3o, sa\u00fade, consumo alimentar, despesas com bens e servi\u00e7os, assim como com o custo da produ\u00e7\u00e3o para moradores envolvidos em atividades de ind\u00fastria, com\u00e9rcio, servi\u00e7os, agropecu\u00e1ria e pesca.\n\nAs caracter\u00edsticas e determinantes da pobreza s\u00e3o mensurados por uma s\u00e9rie de indicadores de renda. Para as pessoas no mercado formal de trabalho, foram inclu\u00eddas quest\u00f5es detalhadas sobre sal\u00e1rio, bonus, compensa\u00e7\u00f5es e benef\u00edcios, tanto para o trabalho principal quanto para o secund\u00e1rio. No \u00e2mbito do domic\u00edlio, s\u00e3o investigados rendimentos l\u00edquidos provenientes de empreendimentos exercidos por moradores, de investimentos financeiros e de outras fontes variadas de renda, como transfer\u00eancias, pens\u00f5es, ganhos em loterias, etc. \n\nComo a caracteriza\u00e7\u00e3o da qualidade de vida  e a identifica\u00e7\u00e3o dos n\u00edveis de pobreza da popula\u00e7\u00e3o v\u00e3o al\u00e9m da an\u00e1lise de dimens\u00f5es econ\u00f4micas, no question\u00e1rio se investiga as condi\u00e7\u00f5es de moradia, as tend\u00eancias demogr\u00e1ficas (migra\u00e7\u00e3o, fecundidade, hist\u00f3ria dos nascimentos), acesso aos servi\u00e7os de educa\u00e7\u00e3o e sa\u00fade, nutri\u00e7\u00e3o, antropometria e avalia\u00e7\u00e3o das condi\u00e7\u00f5es de vida. \u00c9 atrav\u00e9s da disponibilidade de informa\u00e7\u00f5es sociais e econ\u00f4micas mais detalhadas que se espera obter an\u00e1lises das inter-rela\u00e7\u00f5es destas dimens\u00f5es com vistas a uma defini\u00e7\u00e3o mais acurada da desigualdade social, da pobreza e de seus determinantes.  \n\nO question\u00e1rio da pesquisa foi aplicado em duas visitas ao mesmo domic\u00edlio em um intervalo de duas semanas. Este procedimento visou a obter um maior controle de qualidade em rela\u00e7\u00e3o \u00e0s informa\u00e7\u00f5es sobre despesas familiares (foi pedido ao entrevistado que anotasse as despesas durante as duas semanas que antecederam a segunda visita); a esclarecer eventuais d\u00favidas e\/ou lacunas encontradas na primeira parte do question\u00e1rio, detectadas pelo plano de cr\u00edtica; e, finalmente, a reduzir o tempo de cada entrevista.","weight":"Cada domic\u00edlio da amostra representa um certo n\u00famero de domic\u00edlios na popula\u00e7\u00e3o objetivo da pesquisa. Este n\u00famero \u00e9 o fator de expans\u00e3o ou peso do domic\u00edlio que, associado \u00e0s caracter\u00edsticas investigadas na pesquisa, permite a obten\u00e7\u00e3o de estimativas para o universo do qual a amostra foi selecionada. A etapa de expans\u00e3o da amostra consiste basicamente na determina\u00e7\u00e3o do peso a ser associado a cada unidade da amostra.\n\n- A obten\u00e7\u00e3o de pesos\n\nPara a obten\u00e7\u00e3o dos pesos ou fatores de expans\u00e3o, foi utilizado o estimador natural, obtido pela f\u00f3rmula diretamente associada ao plano amostral utilizado na PPV. Neste caso, o peso de cada domic\u00edlio \u00e9 obtido pelo inverso da probabilidade de inclus\u00e3o do domic\u00edlio na amostra.\n\n- A estima\u00e7\u00e3o de totais, propor\u00e7\u00f5es e raz\u00f5es\n\nA estima\u00e7\u00e3o de totais \u00e9 feita utilizando-se, para cada unidade (pessoa ou domic\u00edlio), o peso correspondente, que foi determinado para cada domic\u00edlio da amostra e atribu\u00eddo a cada pessoa desse domic\u00edlio.\n\n- A precis\u00e3o das estimativas\n\nA avalia\u00e7\u00e3o da precis\u00e3o das estimativas produzidas por pesquisas amostrais \u00e9 um ponto fundamental do processo de produ\u00e7\u00e3o de informa\u00e7\u00f5es mediante amostragem. Dela depende o grau de confian\u00e7a das conclus\u00f5es anal\u00edticas advindas dos resultados da pesquisa.\n\nSee details in document \"Aspectos de Amostragem\""}},"data_access":{"dataset_use":{"contact":[{"name":"World Bank LSMS","affiliation":"","email":"lsms@worldbank.org","uri":""}],"cit_req":"Use of the dataset must be acknowledged by including a citation which would include:\n- Identification of the Primary Investigator\n- Title of the survey (including the year of implementation)\n- Survey reference number\n- Source and date of download\n\nExample:\n\nInstituto Brasileiro de Geografia e Estat\u00edstica (IBGE). Living Standards Measurement Study Survey 1996-1997. Ref. BRA_1996_LSMS_v01_M. Dataset downloaded from the World Bank Microdata Library (www.microdata.worldbank.org) on [date]","conditions":"In receiving these data it is recognized that the data are supplied for use within your organization, andyouI agree to the following stipulations as conditions for the use of the data:\n\n1.  The data are supplied solely for the use described in this form and will not be made available to other organizations or individuals. Other organizations or individuals may request the data directly.\n\n2.  Three copies of all publications, conference papers, or other research reports based entirely or in part upon the requested data will be supplied to:\n\n  Funda\u00e7\u00e3o Instituto Brasileiro de Geografia e Estat\u00edstica (IBGE)\n  e-mail: atendicddi@ibge.gov.br\n\n AND\t \n \n The World Bank\n Development Economics Research Group\n LSMS Database Administrator\n MSN MC3-306\n 1818 H Street, NW\n Washington, DC  20433, USA\n tel: (202) 473-9041\n fax: (202) 522-1153\n e-mail: lsms@worldbank.org\n\n3.  The researcher will refer to the Pesquisa sobre Padr\u00f5es de Vida 1996-97 as the source of the information in all publications, conference papers, and manuscripts. At the same time the IBGE is not responsable for the estimations reported by the analyst(s).\n\n4.  Users who download the data may not pass the data to third parties.\n\n5.  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