{"type":"survey","doc_desc":{"title":"MOZ_1997_DHS_v01_M","idno":"DDI_MOZ_1997_DHS_v01_M","producers":[{"name":"World Bank, Development Economics Data Group","abbreviation":"DECDG","affiliation":"","role":"Generation of DDI documentation"}],"prod_date":"2012-05-14"},"study_desc":{"title_statement":{"idno":"MOZ_1997_DHS_v01_M","title":"Inqu\u00e9rito Demogr\u00e1fico e de Sa\u00fade 1997","alt_title":"IDS 1997 \/ DHS 1997","translated_title":"Demographic and Health Survey 1997"},"authoring_entity":[{"name":"National Statistical Institute (INE)","affiliation":""}],"production_statement":{"producers":[{"name":"Macro International Inc.","affiliation":"MEASURE DHS","role":"Technical assistance"}],"funding_agencies":[{"name":"Ag\u00eancia para o Desenvolvimento Internacional dos Estados Unidos da Am\u00e9rica","abbreviation":"USAID","role":"Funding"}]},"distribution_statement":{"contact":[{"name":"General Inquiries","affiliation":"","email":"info@measuredhs.com","uri":"www.measuredhs.com"},{"name":"Data and Data Related Resources","affiliation":"","email":"archive@measuredhs.com","uri":"www.measuredhs.com"},{"name":"Instituto Nacional de Estat\u00edstica","affiliation":"","email":"INE@INESTAT.UEM.MZ ","uri":"http:\/\/www.ine.gov.mz"}]},"series_statement":{"series_name":"Demographic and Health Survey (standard) - DHS III","series_info":"O Inqu\u00e9rito Demogr\u00e1fico e de Sa\u00fade 1997 \u00e9 o primera Pesquisa Nacional Sobre Demografia e Sa\u00fade realizada no Mo\u00e7ambique."},"study_info":{"abstract":"O Inqu\u00e9rito Demogr\u00e1fico e de Sa\u00fade (IDS) fui realizado pelo Instituto Nacional de Estat\u00edstica e pelo Minist\u00e9rio da Sa\u00fade com ap\u00f3io t\u00e9cnico da Macro International Inc. O IDS 1997 faz parte do programa mundial de inqu\u00e9ritos conhecidos por Demographic and Health Surveys, actualmente na sua terceira fase de execu\u00e7\u00e3o. \n\nEstes tipos de inqu\u00e9ritos s\u00e3o realizados na base duma amostra de representatividade nacional, provincial e regional de mulheres de 15 a 49 anos e s\u00e3o desenhados para proporcionar informa\u00e7\u00f5es principalmente sobre fecundidade, sa\u00fade materno-infantil e caracter\u00edsticas s\u00f3cio-econ\u00f3micas da popula\u00e7\u00e3o entrevistada. Na \u00e1rea da fecundidade, as informa\u00e7\u00f5es recolhidas  permitem avaliar os seus n\u00edveis e tend\u00eancias, conhecimento e uso de m\u00e9todos contraceptivos, amamenta\u00e7\u00e3o e outros determinantes pr\u00f3ximos desta vari\u00e1vel demogr\u00e1fica, como por exemplo, a propor\u00e7\u00e3o de  mulheres casadas e\/ou em uni\u00e3o marital e a dura\u00e7\u00e3o da amenorr\u00e9ia p\u00f3s-parto. Investiga, ainda, inten\u00e7\u00f5es reprodutivas e necessidades n\u00e3o satisfeitas relacionadas com o planeamento familiar.  \n\nOBJECTIVOS DO INQU\u00c9RITO \n\nO IDS tinha os seguintes objectivos: \n- Subsidiar a formula\u00e7\u00e3o de pol\u00edticas e implementa\u00e7\u00e3o de programas nas \u00e1reas de popula\u00e7\u00e3o e sa\u00fade; \n- Aumentar a base internacional de dados sobre popula\u00e7\u00e3o e sa\u00fade para acompanhamento e avalia\u00e7\u00e3o; e \n- Consolidar a capacidade t\u00e9cnica do pessoal do INE e do MISAU em mat\u00e9ria de inqu\u00e9ritos por amostragem. \n\nO Programa internacional de inqu\u00e9ritos desta natureza teve in\u00edcio em 1984 e, desde ent\u00e3o, j\u00e1 foram realizados inqu\u00e9ritos em mais de 50 pa\u00edses da Am\u00e9rica Latina, Caribe, \u00c1frica, \u00c1sia e Leste Europeu. \n\nPRINCIPAIS RESULTADOS\n \nNa \u00e1rea da sa\u00fade materno-infantil, recolhe dados sobre a mortalidade materna e infantil e na inf\u00e2ncia, DTS\/SIDA, gravidez, assist\u00eancia pr\u00e9-natal e durante o parto. Relativamente ao n\u00edvel de sa\u00fade da crian\u00e7a, os dados recolhidos permitem  estimar taxas e tend\u00eancias da mortalidade infantil e na inf\u00e2ncia, assim  como a an\u00e1lise de seus determinantes s\u00f3cio-econ\u00f3micos, uma vez que s\u00e3o investigadas as principais causas de doen\u00e7as predominantes na inf\u00e2ncia (diarr\u00e9ia e infec\u00e7\u00f5es respirat\u00f3rias), bem como imuniza\u00e7\u00e3o, estado nutricional, acesso a \u00e1gua e servi\u00e7o de higiene. \n\nO IDS recolheu tamb\u00e9m informa\u00e7\u00f5es sobre as caracter\u00edsticas s\u00f3cio-econ\u00f3micas da popula\u00e7\u00e3o entrevistada, como: idade, educa\u00e7\u00e3o, acesso aos meios de comunica\u00e7\u00e3o, ocupa\u00e7\u00e3o, religi\u00e3o, condi\u00e7\u00f5es da habita\u00e7\u00e3o no respeitante ao acesso a \u00e1gua, saneamento, electricidade, bens dur\u00e1veis de consumo, n\u00famero de divis\u00f5es usadas para dormir e material de constru\u00e7\u00e3o predominante no pavimento. \n\nFoi tamb\u00e9m considerada uma sub-amostra de 30% dos agregados familiares seleccionados para inquirir a popula\u00e7\u00e3o masculina, com o prop\u00f3sito de recolher informa\u00e7\u00e3o sobre conhecimento, atitudes e pr\u00e1ticas relacionadas com o planeamento familiar, inten\u00e7\u00f5es reprodutivas, conhecimento e comportamento sexual face ao SIDA. \n\nO IDS teve in\u00edcio em finais de Julho de 1996, com a cria\u00e7\u00e3o de brigadas de campo para actualiza\u00e7\u00e3o cartogr\u00e1fica e listagem dos agregados familiares para o marco amostral. A recolha de dados para o inqu\u00e9rito principal decorreu entre Mar\u00e7o e Julho de 1997. \n\nCom a realiza\u00e7\u00e3o deste inqu\u00e9rito Mo\u00e7ambique passa a dispor de dados actualizados, fidedignos, representativos e de alta comparabilidade com  outros pa\u00edses da regi\u00e3o. A informa\u00e7\u00e3o recolhida, registada no banco de dados, encontra-se dispon\u00edvel no Instituto Nacional de Estat\u00edstica (INE) aos usu\u00e1rios que queiram gerar indicadores e abordar aspectos n\u00e3o focados no presente relat\u00f3rio.","coll_dates":[{"start":"1997-03","end":"1997-07","cycle":""}],"nation":[{"name":"Mozambique","abbreviation":"MOZ"}],"geog_coverage":"National","analysis_unit":"- Household\n- Women age 15-49\n- Men age 15-59","universe":"Foram inquiridas todas as mulheres eleg\u00edveis (mulheres de 15 a 49 anos) para a entrevista individual em privado e todos os homens eleg\u00edveis (homens de 15 a 59 anos) nos agregados seleccionados para o efeito, nas mesmas condi\u00e7\u00f5es.","data_kind":"Sample survey data","notes":"O Inqu\u00e9rito Demogr\u00e1fico e de Sa\u00fade  (IDS 1997) abrange os seguintes t\u00f3picos:\n- Contracep\u00e7\u00e3o\n- Educa\u00e7\u00e3o\n- Medidas antropom\u00e9tricas\n- Mortalidade materna\n- Prefer\u00eancia em mat\u00e9ria de fecundidade\n- Sa\u00fade e nutri\u00e7\u00e3o das mulheres e das crian\u00e7as\n- Trabalho da mulher\n- Vacina\u00e7\u00e3o das crian\u00e7as\n- VIH \/ sida\n- Viol\u00eancia dom\u00e9stica","study_scope":"O Inqu\u00e9rito Demogr\u00e1fico e de Sa\u00fade  (IDS 1997) abrange os seguintes t\u00f3picos:\n- Contracep\u00e7\u00e3o\n- Educa\u00e7\u00e3o\n- Medidas antropom\u00e9tricas\n- Mortalidade materna\n- Prefer\u00eancia em mat\u00e9ria de fecundidade\n- Sa\u00fade e nutri\u00e7\u00e3o das mulheres e das crian\u00e7as\n- Trabalho da mulher\n- Vacina\u00e7\u00e3o das crian\u00e7as\n- VIH \/ sida\n- Viol\u00eancia dom\u00e9stica"},"method":{"data_collection":{"data_collectors":[{"name":"National Statistical Institute","abbreviation":"INE","affiliation":""}],"sampling_procedure":"A amostra utilizada para o Inqu\u00e9rito Demogr\u00e1fico e de Sa\u00fade de 1997 (IDS), \u00e9 uma amostra probabil\u00edstica seleccionada em duas etapas: a primeira consistiu na selec\u00e7\u00e3o de \u00e1reas de enumera\u00e7\u00e3o e a segunda, na selec\u00e7\u00e3o de agregados familiares. A amostra est\u00e1 constitu\u00edda por 398 \u00e1reas de enumera\u00e7\u00e3o seleccionadas, mas s\u00f3 388 foram implementadas, distribu\u00eddas proporcionalmente nas \u00e1reas urbanas e rurais dentro de cada prov\u00edncia. A amostra permite estimativas s\u00f3lidas de certas vari\u00e1veis a n\u00edvel de cada uma das 10 prov\u00edncias e da Cidade de Maputo onde ela foi incrementada. Embora inicialmente a amostra fosse planeada dentro de cada prov\u00edncia para ser auto-ponderada; por motivos de confiabilidade do marco amostral, a amostra acabou n\u00e3o sendo auto-ponderada e da\u00ed a necessidade de usar factores de pondera\u00e7\u00e3o para obter estimativas a n\u00edveis de agregados maiores tais como prov\u00edncias ou o total do pa\u00eds. \n\nO universo da amostra estudada cobre aproximadamente toda a popula\u00e7\u00e3o do pa\u00eds. Foram exclu\u00eddas da amostra certas \u00e1reas, como as minadas, as quais representam uma frac\u00e7\u00e3o muito pequena do territ\u00f3rio do pa\u00eds. \n\nO tamanho da amostra mencionada permite estimativas s\u00f3lidas (erro padr\u00e3o relativo inferior a 10 por cento) a n\u00edvel nacional, para praticamente a maioria das vari\u00e1veis estudadas nas mulheres em idade reprodutiva (MIR). Tamb\u00e9m existem estimativas consistentes a n\u00edvel das \u00e1reas urbanas e rurais, e a n\u00edvel das prov\u00edncias onde a amostra foi incrementada. \n\nUNIDADES AMOSTRAIS \nAs Unidades Prim\u00e1rias de Amostra (UPA) s\u00e3o as \u00e1reas de enumera\u00e7\u00e3o (AEs). Em m\u00e9dia, cada \u00e1reade enumera\u00e7\u00e3o tem entre 100 e 200 agregados familiares. \u00c1reas de enumera\u00e7\u00e3o pequenas foram agrupadas \u00e0s outras cont\u00edguas da mesma localidade. Dentro de cada \u00e1rea enumera\u00e7\u00e3o, cada agregado familiar a\u00ed localizado corresponde a uma unidade secund\u00e1ria da amostra (USA). \n\nESTRATIFICA\u00c7\u00c3O \nPara uma selec\u00e7\u00e3o optimizada (menor erro amostral) das UPAs, agrupou-se as \u00e1reas de enumera\u00e7\u00e3o por \u00e1rea de resid\u00eancia urbana e rural dentro de cada prov\u00edncia. Tamb\u00e9m considerou-se uma estratifica\u00e7\u00e3o impl\u00edcita dentro da prov\u00edncia para os distritos em forma serpentina, geograficamente. \n\nMARCO AMOSTRAL \nDadas as circunst\u00e2ncias hist\u00f3ricas no pa\u00eds, n\u00e3o se dispunha dum marco amostral actualizado, utilizou-se como informa\u00e7\u00e3o b\u00e1sica a cartografia correspondente as onze cidades capitais de prov\u00edncia para a selec\u00e7\u00e3o das UPAs (quarteir\u00f5es). Para o resto do pa\u00eds o marco das UPAs foi a lista de localidades (aldeias ou comunidades) consideradas na lista de votantes das elei\u00e7\u00f5es gerais e multipartid\u00e1rias de 1994. \n\nSELEC\u00c7\u00c3O DAS UPAS \nElaborou-se uma frequ\u00eancia acumulada do n\u00famero de quarteir\u00f5es nas cidades capitais e da popula\u00e7\u00e3o eleitoral para as comunidades rurais, calculou-se um intervalo amostral (n\u00famero total de quarteir\u00f5es ou total de popula\u00e7\u00e3o eleitoral por dom\u00ednio dividida pelo n\u00famero de UPAs a serem seleccionadas) e se seleccionou as UPAs para a amostra aplicando sistematicamente o intervalo amostral a partir dum ponto de partida aleat\u00f3rio. Este procedimento de selec\u00e7\u00e3o \u00e9 conhecido por selec\u00e7\u00e3o sistem\u00e1tica com probabilidade proporcional ao tamanho dos agregados familiares. \n\nSELEC\u00c7\u00c3O DAS USAS \nPara cada UPA seleccionada obteve-se uma lista de agregados familiares durante o processo de actualiza\u00e7\u00e3o cartogr\u00e1fica e de agregados familiares das UPAs seleccionadas. Inicialmente trabalhou-se supondo-se que a amostra dentro de cada UPA \u00e9 auto-ponderada, quer dizer, todo agregado familiar seleccionado na prov\u00edncia tinha a mesma probabilidade de selec\u00e7\u00e3o.  Entretanto, dado que a informa\u00e7\u00e3o destas fontes foram muita diversas e n\u00e3o muito confi\u00e1veis, as probabilidades de selec\u00e7\u00e3o eram muito inconsistentes.  Por estas raz\u00f5es, decidiu-se implementar uma metodologia para tornar poss\u00edvel os ajustes necess\u00e1rios para essas defici\u00eancias de informa\u00e7\u00e3o. Assumiu-se que as \u00e1reas de enumera\u00e7\u00e3o urbanas (ou conglomerados censit\u00e1rios) foram seleccionadas com probabilidade proporcional a densidade dos agregados familiares em cada unidade. A densidade foi calculada dividindo-se o n\u00famero total de agregados familiares pela superf\u00edcie da \u00e1rea de enumera\u00e7\u00e3o, portanto tanto, o total de agregados familiares foi obtido durante a actualiza\u00e7\u00e3o e a superf\u00edcie da \u00e1rea de enumera\u00e7\u00e3o foi obtida durante a implementa\u00e7\u00e3o do inqu\u00e9rito.","coll_mode":"Face-to-face","research_instrument":"Para a recolha de dados, adoptou-se metodologia de entrevistas aos agregados familiares de casa em casa, com aplica\u00e7\u00e3o de tr\u00eas tipos de question\u00e1rios: \n- Question\u00e1rio de Agregados Familiares; \n- Question\u00e1rio de Mulheres; \n- Question\u00e1rio de Homens. \n\nOs question\u00e1rios tiveram por base o modelo utilizado pelos Inqu\u00e9ritos Demogr\u00e1ficos e de Sa\u00fade para a terceira fase, contextualizados e acrescidos de quest\u00f5es espec\u00edficas em atendimento \u00e0s necessidades de dados para o Pa\u00eds. Para facilitar a comunica\u00e7\u00e3o com a popula\u00e7\u00e3o analfabeta estes question\u00e1rios foram traduzidos para dois idiomas maternos (Emakua e Xitsonga) e devidamente pr\u00e9-testados na Cidade de Maputo, entre Outubro e Novembro de 1996.","coll_situation":"ESTRUTURA DO TRABALHO DE CAMPO E CONTROLE DE QUALIDADE \n\nO trabalho de campo foi executado por 11 equipas, uma por prov\u00edncia, constitu\u00eddas por seis pessoas cada: Supervisor, Cr\u00edtico de Campo e quatro Inquiridoras, al\u00e9m do motorista. O Minist\u00e9rio de Sa\u00fade proporcionou a maior parte do pessoal de campo, enquanto que os restantes eram das Delega\u00e7\u00f5es Provinciais do INE ou contratados pelo Projecto. \nAs Supervisoras tiveram a seu cargo a responsabilidade de medir o peso e altura das crian\u00e7as e das m\u00e3es. O trabalho de campo contou com uma estreita coopera\u00e7\u00e3o das autoridades locais e dos guias que apoiaram na localiza\u00e7\u00e3o das agregados familiares seleccionados. \n\nO trabalho de campo foi acompanhado pelo Director T\u00e9cnico, Consultor Residente da Macro e por dois Coordenadores regionais que realizaram numerosas visitas as equipas. \nAl\u00e9m disso, durante a recolha de dados foi operacionalizado um rigoroso controle a n\u00edvel de cada equipa sobre o processo de recolha, mediante a detec\u00e7\u00e3o de erros por parte da cr\u00edtica de campo, o que permitiu a correc\u00e7\u00e3o imediata ainda no terreno. A n\u00edvel da coordena\u00e7\u00e3o central, os cr\u00edticos de dados fizeram revis\u00e3o adicional dos question\u00e1rios e os problemas encontrados eram comunicados as respectivas equipas, via \"memorandum\", pela coordena\u00e7\u00e3o regional. \n\nO processamento interactivo e por lotes de informa\u00e7\u00e3o atrav\u00e9s do programa ISSA (Integrated System for Survey Analysis), permitiu, a n\u00edvel central, a obten\u00e7\u00e3o peri\u00f3dica de resultados parciais, para an\u00e1lise dos dados recolhidos at\u00e9 dado momento, mediante a produ\u00e7\u00e3o de tabelas para acompanhamento e controle de qualidade. Os resultados dessas tabula\u00e7\u00f5es foram reportados em retro alimenta\u00e7\u00e3o \u00e0s entrevistadoras, assegurando a qualidade dos dados. \n\nFORMA\u00c7\u00c3O DO PESSOAL DE CAMPO E RECOLHA DE DADOS \n\nA fim de assegurar a uniformidade da forma\u00e7\u00e3o e dos procedimentos de trabalho de campo, todo o pessoal de campo foi formado ao mesmo tempo por t\u00e9cnicos do INE e da Macro Internacional. As equipas receberam treinamento te\u00f3rico-pr\u00e1tico durante 3 semanas e meia, atrav\u00e9s de aulas expositivas, din\u00e2mica de grupo, dramatiza\u00e7\u00e3o, exerc\u00edcios e pr\u00e1tica de campo. O curso decorreu de l4 a 27 de Fevereiro de 1997; 50 mulheres e 22 homens participaram na forma\u00e7\u00e3o.  Dada a diversidade \u00e9tnica e lingu\u00edstica de Mo\u00e7ambique, todos os participantes eram origin\u00e1rios das prov\u00edncias onde deveriam trabalhar, e falavam correctamente os idiomas predominantes nessas zonas. Conclu\u00edda a forma\u00e7\u00e3o, as equipas iniciaram a recolha de dados em Mar\u00e7o de 1997, tendo terminado em Julho.","cleaning_operations":"A entrada de dados come\u00e7ou em Mar\u00e7o, duas semanas ap\u00f3s o in\u00edcio da recolha, tendo terminado em Agosto, um m\u00eas depois do t\u00e9rmino do trabalho de campo. As actividades de processamento do inqu\u00e9rito envolveram processos manuais e autom\u00e1ticos: recep\u00e7\u00e3o e verifica\u00e7\u00e3o dos question\u00e1rios, cr\u00edtica (revis\u00e3o e codifica\u00e7\u00e3o), digita\u00e7\u00e3o, edi\u00e7\u00e3o, an\u00e1lise de inconsist\u00eancias e supervis\u00e3o, envolvendo 1 supervisor geral, 4 cr\u00edticos de dados e 20 digitadores. Fez-se uso do software interactivo ISSA para micro-computadores, programa desenhado especialmente para agilizar a digita\u00e7\u00e3o dos dados, cr\u00edtica, obten\u00e7\u00e3o de frequ\u00eancias e tabula\u00e7\u00f5es. Este programa permite verificar interactivamente os intervalos das vari\u00e1veis, detectar inconsist\u00eancias e controlar o fluxo interno dos dados durante a digita\u00e7\u00e3o dos question\u00e1rios."},"analysis_info":{"response_rate":"Dos 11,059 agregados familiares que foram seleccionados para o inqu\u00e9rito de mulheres, quase 8.1 por cento n\u00e3o se encontrava no domic\u00edlios desocupados, destru\u00eddos ou por outras raz\u00f5es.  Nos 9,279 agregados familiares as entrevistas foram completas, para uma taxa de resposta de 95.9 por cento, excluindo do c\u00e1lculo os agregados familiares n\u00e3o dispon\u00edveis para as entrevistas pelas raz\u00f5es j\u00e1 mencionadas. Dum total de 9,590 mulheres eleg\u00edveis entrevistou-se 8,779, obtendo-se uma taxa de resposta de 91.5 por cento. \n\nA taxa de resposta combinada de agregados familiares e mulheres foi de 88 por cento, bastante satisfat\u00f3ria para este tipo de inqu\u00e9rito, sobretudo tomando em conta as dif\u00edceis condi\u00e7\u00f5es que apresentam algumas prov\u00edncias do pa\u00eds para trabalho de campo.  A melhor taxa de cobertura foi atingida nas Prov\u00edncias de Niassa, Manica e Gaza (92.1, 91.1 e 91.9 por cento, respectivamente) e a pior na Prov\u00edncia da Zamb\u00e9zia \n(80.3 por cento). \n\nDos 3,422 agregados familiares que foram seleccionados, quase 6.7 por cento n\u00e3o se encontravam dispon\u00edveis, pois a casa encontrava-se desocupada, destru\u00eddas ou por outras raz\u00f5es.  Nos 3,193 agregados familiares a entrevista foi completa, correspondendo a uma taxa de resposta de 96.8 por cento, excluindo do c\u00e1lculo os agregados familiares n\u00e3o dispon\u00edveis para entrevistas por as raz\u00f5es j\u00e1 anunciadas. Do total de 2,889 homens eleg\u00edveis logrou-se entrevistar 2,335, correspondendo a uma taxa de resposta de 80.8 por cento. \n\nA taxa de resposta combinada de agregados familiares e mulheres foi de 78 por cento (10 pontos menos que a das mulheres), bastante satisfat\u00f3ria para este tipo de inqu\u00e9ritos, sobretudo tomando em conta as dif\u00edceis condi\u00e7\u00f5es que apresentam algumas prov\u00edncias do pa\u00eds para trabalho de campo. A melhor taxa de cobertura foi atingida nas Prov\u00edncias de Cabo Delgado e Manica (82.1, e 85.8 por cento, respectivamente) e a pior na Prov\u00edncia de Tete (66.9 por cento).","sampling_error_estimates":"Por tratar-se dum inqu\u00e9rito por amostragem, os resultados do IDS-97 em Mo\u00e7ambique apresentados neste relat\u00f3rio s\u00e3o estimativas que est\u00e3o afectadas por dois tipos de erros: erros amostrais e erros n\u00e3o\u00adamostrais. Os erros n\u00e3o-amostrais produzem-se durante a fase de recolha e processamento de dados e os chamados erros amostrais resultam do facto de ter-se entrevistado s\u00f3 uma parte da popula\u00e7\u00e3o e n\u00e3o a sua totalidade. \n\nO primeiro tipo de erro inclui a falta de cobertura de todas as mulheres seleccionadas, erros na formula\u00e7\u00e3o das perguntas e no registo das respostas, confus\u00e3o ou incapacidade das mulheres em dar informa\u00e7\u00e3o e erros de codifica\u00e7\u00e3o ou de processamento.  Neste estudo tentou-se reduzir ao m\u00ednimo este tipo de erros atrav\u00e9s duma s\u00e9rie de procedimentos que se usam em amostras bem desenhadas e executadas como por exemplo, o desenho cuidadoso, as numerosas provas do question\u00e1rio, a intensa capacita\u00e7\u00e3o das entrevistadoras, a supervis\u00e3o permanente do trabalho de campo e a revis\u00e3o dos question\u00e1rios no campo por parte do pessoal de cr\u00edtica. A supervis\u00e3o apropriada na etapa de codifica\u00e7\u00e3o e processamento dos dados e limpeza cuidadosa dos arquivos, a retro alimenta\u00e7\u00e3o \u00e0s supervisoras, as cr\u00edticas \u00e0s entrevistadoras a partir dos quadros de controle de qualidade, tamb\u00e9m contribuiram para minimizar os erros.  Os elementos de avalia\u00e7\u00e3o dispon\u00edveis assinalam que este tipo de erros manteve-se dentro das margens razo\u00e1veis no IDS-97. No que se segue n\u00e3o se faz mais refer\u00eancia aos erros alheios a amostra, sen\u00e3o unicamente aos chamados erros amostrais. \n\nA amostra das mulheres estudadas no IDS-97 n\u00e3o \u00e9 sen\u00e3o uma das demais amostras poss\u00edveis com o mesmo tamanho que poderiam ter sido seleccionadas na popula\u00e7\u00e3o a estudar, utilizando a mesma t\u00e9cnica de amostragem. Cada uma dessas amostras teria gerado resultados em certa medida diferentes daqueles obtidos pela amostra que foi efectivamente seleccionada. A variabilidade que se observaria entre todas as amostras poss\u00edveis constitui o erro amostral. Embora o grau de variabilidade n\u00e3o seja conhecido com exactid\u00e3o, pode ser estimado a partir dos resultados proporcionados pela amostra efectivamente seleccionada. \n\nO erro amostral mede-se por meio do erro padr\u00e3o. O erro padr\u00e3o duma m\u00e9dia, percentagem, diferen\u00e7a ou qualquer outra estat\u00edstica calculada com os dados da amostra define-se como a raiz quadrada da vari\u00e2ncia da estat\u00edstica, e \u00e9 uma medida de sua varia\u00e7\u00e3o em todas as amostras poss\u00edveis. Em consequ\u00eancia, o erro padr\u00e3o mede o grau de precis\u00e3o com que a m\u00e9dia, a percentagem, ou outra qualquer estat\u00edstica baseada na amostra se aproxima do resultado que se obteria se todas mulheres da popula\u00e7\u00e3o tivessem sido entrevistadas nas mesmas condi\u00e7\u00f5es. \n\nO erro padr\u00e3o pode ser utilizado para calcular intervalos dentro dos quais sup\u00f5e-se, com determinado grau de confian\u00e7a, que o valor real para a popula\u00e7\u00e3o recair\u00e1. Para qualquer medida estat\u00edstica calculada a partir da amostra (por exemplo, uma percentagem), o valor dessa medida cair\u00e1 num intervalo de mais ou menos duas vezes o erro padr\u00e3o dessa medida em 95 por cento de todas as amostras poss\u00edveis de igual desenho e tamanho. \n\nSe as mulheres inclu\u00eddas na amostra tivessem sido seleccionadas na forma aleat\u00f3ria simples, teria sido poss\u00edvel utilizar directamente as f\u00f3rmulas muito conhecidas que aparecem nos textos de estat\u00edstica para calcular erros padr\u00e3o e limites de confian\u00e7a e para a realiza\u00e7\u00e3o de testes e hip\u00f3teses. Entretanto, como foi mencionado, o desenho utilizado \u00e9 complexo, para o qual se requerem f\u00f3rmulas especiais que consideeam os efeitos da estratifica\u00e7\u00e3o e conglomera\u00e7\u00e3o. \n\nUm valor de EDIS igual a 1.0 indica que o desenho utilizado \u00e9 t\u00e3o eficiente quanto uma amostragem aleat\u00f3ria simples, enquanto que um valor superior a 1.0 indica que o uso de conglomerados produziu uma vari\u00e2ncia superior a que obteria com uma amostragem aleat\u00f3ria simples do mesmo tamanho. \n\nEm geral, os erros padr\u00e3o s\u00e3o pequenos e que a amostra pode ser classificada de bastante precisa; isto \u00e9 particularmente claro na antepen\u00faltima coluna onde aparecem os erros relativos. Note-se que os efeitos de desenho tendem a aumentar para as classifica\u00e7\u00f5es geogr\u00e1ficas e a diminuir para aquelas que cruzam toda a amostra, como a idade."}},"data_access":{"dataset_use":{"contact":[{"name":"MEASURE DHS","affiliation":"","email":"archive@measuredhs.com","uri":"www.measuredhs.com"}],"cit_req":"Use of the dataset must be acknowledged using a citation which would include:\n- the Identification of the Primary Investigator\n- the title of the survey (including country, acronym and year of implementation)\n- the survey reference number\n- the source and date of download","disclaimer":"O usu\u00e1rio dos dados reconhece que o coletor original dos dados, o distribuidor autorizado dos dados, ea ag\u00eancia de financiamento relevantes n\u00e3o t\u00eam qualquer responsabilidade pelo uso dos dados ou para interpreta\u00e7\u00f5es ou infer\u00eancias baseadas em tais usos."}}},"data_files":[{"file_id":"F1","file_name":"RECH0","description":"HOUSEHOLD\n- Household's 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