Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar

Detalhes bibliográficos
Ano de defesa: 2019
Autor(a) principal: CAVALCANTI, Rodrigo Luiz Costa lattes
Orientador(a): CUNHA FILHO, Moacyr
Banca de defesa: CUNHA FILHO, Moacyr, MOREIRA, Guilherme Rocha, SILVA, Alexandre Stamford da
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal Rural de Pernambuco
Programa de Pós-Graduação: Programa de Pós-Graduação em Biometria e Estatística Aplicada
Departamento: Departamento de Estatística e Informática
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8160
Resumo: The concern about the fiscal responsibility has drowned attention to the execution of the remaining balances. Due to their legal and accounting characteristics, the remaining balances have their financial and budgetary effect at different times. Hence, to reduce uncertainty about the fiscal result, it is necessary to know their behavior. The objective of this dissertation was to find out the optimal period of time when the remaining balances should be kept because once the cancellation is late and the remaining balances are still available, this situation creates unnecessary uncertainty for the government’s fiscal result. Moreover, if the cancellation occurs in a period of time before its probable liquidation, it will generate budget losses. Different methods were used to analyze that situation: linear, segmented and non-linear regressions (growth models). Tests were performed using several data transformations, where the variable of interest was the proportion of the quantity already paid, considering the financial value of the remaining balances available in relation to their period of time classified as remaining balances. The segmented regressions showed positive results for trend-changing data. By using an approach that takes in account both simple and segmented regressions of two straight lines, it was possible to estimate the behavior of the remaining balances in all groups of variables. It was noticed that the behavior of the payments of the capital commitments are significantly different from the behavior of the financial resources available for the universities and the institutes’ expenses which, in turn, are also different from the other expenses of the Ministry of Education (MEC) and its auxiliary bodies. The figures indicate that, if the balances of the three groups were to be canceled in the periods of time considered for this study, the yearly amount of remaining balances would decrease 5.13 billion reals – not considering the estimated use of 726 million reals. It is to say that – in the studied periods of time, considering the available amount of resources – only 14.1% will be paid versus the 85.9% of the remaining balance that only generates unnecessary uncertainty in the fiscal result. It is of paramount importance that the norms that have impacts on the budget execution – such as the Decree 93.872/86 that limits the validity of the remaining balances up to 18 months – be accompanied by a study of possible impacts and expected results. The current omission of the remaining balance execution decree in terms of the expense groups will lead to a loss of capital resources from the yearly budget that could be executed and unnecessary costing commitments.
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spelling CUNHA FILHO, MoacyrMOREIRA, Guilherme RochaCUNHA FILHO, MoacyrMOREIRA, Guilherme RochaSILVA, Alexandre Stamford dahttp://lattes.cnpq.br/8412344101390705CAVALCANTI, Rodrigo Luiz Costa2019-08-13T13:04:35Z2019-02-07CAVALCANTI, Rodrigo Luiz Costa. Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar. 2019. 56 f. Dissertação (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8160The concern about the fiscal responsibility has drowned attention to the execution of the remaining balances. Due to their legal and accounting characteristics, the remaining balances have their financial and budgetary effect at different times. Hence, to reduce uncertainty about the fiscal result, it is necessary to know their behavior. The objective of this dissertation was to find out the optimal period of time when the remaining balances should be kept because once the cancellation is late and the remaining balances are still available, this situation creates unnecessary uncertainty for the government’s fiscal result. Moreover, if the cancellation occurs in a period of time before its probable liquidation, it will generate budget losses. Different methods were used to analyze that situation: linear, segmented and non-linear regressions (growth models). Tests were performed using several data transformations, where the variable of interest was the proportion of the quantity already paid, considering the financial value of the remaining balances available in relation to their period of time classified as remaining balances. The segmented regressions showed positive results for trend-changing data. By using an approach that takes in account both simple and segmented regressions of two straight lines, it was possible to estimate the behavior of the remaining balances in all groups of variables. It was noticed that the behavior of the payments of the capital commitments are significantly different from the behavior of the financial resources available for the universities and the institutes’ expenses which, in turn, are also different from the other expenses of the Ministry of Education (MEC) and its auxiliary bodies. The figures indicate that, if the balances of the three groups were to be canceled in the periods of time considered for this study, the yearly amount of remaining balances would decrease 5.13 billion reals – not considering the estimated use of 726 million reals. It is to say that – in the studied periods of time, considering the available amount of resources – only 14.1% will be paid versus the 85.9% of the remaining balance that only generates unnecessary uncertainty in the fiscal result. It is of paramount importance that the norms that have impacts on the budget execution – such as the Decree 93.872/86 that limits the validity of the remaining balances up to 18 months – be accompanied by a study of possible impacts and expected results. The current omission of the remaining balance execution decree in terms of the expense groups will lead to a loss of capital resources from the yearly budget that could be executed and unnecessary costing commitments.A preocupação com a responsabilidade fiscal tem aumentado a atenção com a execução dos restos a pagar. Por suas características legais e contábeis, ele tem seu efeito financeiro e orçamentário em momentos diferentes; para diminuir a incerteza sobre o resultado fiscal é necessário conhecer seu comportamento. O objetivo foi encontrar o período ótimo para manter empenhos em restos a pagar, pois se o cancelamento for tardio e o empenho permanecer inscrito, ele gera incerteza desnecessária no resultado fiscal do governo e se o cancelamento ocorrer em um período antes de sua provável liquidação gerará perdas de orçamento. Para isso, foram utilizadas regressões lineares, segmentadas e não lineares (modelos de crescimento), testadas com diversas transformações dos dados, onde a variável de interesse era a proporção de quantidade paga, considerando o valor inscrito, em relação à idade do empenho em restos a pagar. As regressões segmentadas apresentaram bons resultados para dados com mudança de tendência. Utilizando uma abordagem em conjunto com regressões simples e segmentadas de duas retas, foi possível estimar o comportamento dos restos a pagar em todos os grupos de variáveis. Foi verificado que o comportamento do pagamento dos empenhos de capital é significativamente diferente do comportamento dos empenhos de custeio das universidades e dos institutos que, por sua vez, também são diferentes das outras despesas do Ministério da Educação (MEC) e dos seus órgãos auxiliares. Os valores indicam que, se fossem cancelados os saldos dos 3 grupos, nos períodos estimados pelo trabalho, diminuiria anualmente o valor em restos a pagar em 5,13 bilhões de reais, abrindo mão da utilização estimada de 726 milhões de reais. Ou seja, nos período indicado, do valor ainda inscrito, apenas 14,1% ainda vai ser pago, contra 85,9% de saldo que apenas gera incerteza desnecessária no resultado fiscal. É primordial que normativos que impactam na execução orçamentária, como a alteração do Decreto 93.872/86 que limita a vigência a 18 meses, sejam acompanhados de estudo de impactos e resultados esperados. A atual omissão do decreto de execução de restos a pagar, sobre o grupo de despesa, levará a uma perda de orçamento de capital que poderia ser executado e a um saldo desnecessário de empenhos de custeio.Submitted by Mario BC (mario@bc.ufrpe.br) on 2019-08-13T13:04:35Z No. of bitstreams: 1 Rodrigo Luiz Costa Cavalcanti.pdf: 2138913 bytes, checksum: e502ef847e1432c17b76cdd528e5dc57 (MD5)Made available in DSpace on 2019-08-13T13:04:35Z (GMT). No. of bitstreams: 1 Rodrigo Luiz Costa Cavalcanti.pdf: 2138913 bytes, checksum: e502ef847e1432c17b76cdd528e5dc57 (MD5) Previous issue date: 2019-02-07application/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Biometria e Estatística AplicadaUFRPEBrasilDepartamento de Estatística e InformáticaAnálise estatísticaOrçamento públicoRegressão segmentadaRestos a pagarCIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICAAnálises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagarinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis768382242446187918600600600-6774555140396120501-5836407828185143517info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPEORIGINALRodrigo Luiz Costa Cavalcanti.pdfRodrigo Luiz Costa Cavalcanti.pdfapplication/pdf2138913http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/8160/2/Rodrigo+Luiz+Costa+Cavalcanti.pdfe502ef847e1432c17b76cdd528e5dc57MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/8160/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede2/81602019-08-13 10:04:35.626oai:tede2: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Biblioteca Digital de Teses e Dissertaçõeshttp://www.tede2.ufrpe.br:8080/tede/PUBhttp://www.tede2.ufrpe.br:8080/oai/requestbdtd@ufrpe.br ||bdtd@ufrpe.bropendoar:2019-08-13T13:04:35Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false
dc.title.por.fl_str_mv Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar
title Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar
spellingShingle Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar
CAVALCANTI, Rodrigo Luiz Costa
Análise estatística
Orçamento público
Regressão segmentada
Restos a pagar
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
title_short Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar
title_full Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar
title_fullStr Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar
title_full_unstemmed Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar
title_sort Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar
author CAVALCANTI, Rodrigo Luiz Costa
author_facet CAVALCANTI, Rodrigo Luiz Costa
author_role author
dc.contributor.advisor1.fl_str_mv CUNHA FILHO, Moacyr
dc.contributor.advisor-co1.fl_str_mv MOREIRA, Guilherme Rocha
dc.contributor.referee1.fl_str_mv CUNHA FILHO, Moacyr
dc.contributor.referee2.fl_str_mv MOREIRA, Guilherme Rocha
dc.contributor.referee3.fl_str_mv SILVA, Alexandre Stamford da
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/8412344101390705
dc.contributor.author.fl_str_mv CAVALCANTI, Rodrigo Luiz Costa
contributor_str_mv CUNHA FILHO, Moacyr
MOREIRA, Guilherme Rocha
CUNHA FILHO, Moacyr
MOREIRA, Guilherme Rocha
SILVA, Alexandre Stamford da
dc.subject.por.fl_str_mv Análise estatística
Orçamento público
Regressão segmentada
Restos a pagar
topic Análise estatística
Orçamento público
Regressão segmentada
Restos a pagar
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
description The concern about the fiscal responsibility has drowned attention to the execution of the remaining balances. Due to their legal and accounting characteristics, the remaining balances have their financial and budgetary effect at different times. Hence, to reduce uncertainty about the fiscal result, it is necessary to know their behavior. The objective of this dissertation was to find out the optimal period of time when the remaining balances should be kept because once the cancellation is late and the remaining balances are still available, this situation creates unnecessary uncertainty for the government’s fiscal result. Moreover, if the cancellation occurs in a period of time before its probable liquidation, it will generate budget losses. Different methods were used to analyze that situation: linear, segmented and non-linear regressions (growth models). Tests were performed using several data transformations, where the variable of interest was the proportion of the quantity already paid, considering the financial value of the remaining balances available in relation to their period of time classified as remaining balances. The segmented regressions showed positive results for trend-changing data. By using an approach that takes in account both simple and segmented regressions of two straight lines, it was possible to estimate the behavior of the remaining balances in all groups of variables. It was noticed that the behavior of the payments of the capital commitments are significantly different from the behavior of the financial resources available for the universities and the institutes’ expenses which, in turn, are also different from the other expenses of the Ministry of Education (MEC) and its auxiliary bodies. The figures indicate that, if the balances of the three groups were to be canceled in the periods of time considered for this study, the yearly amount of remaining balances would decrease 5.13 billion reals – not considering the estimated use of 726 million reals. It is to say that – in the studied periods of time, considering the available amount of resources – only 14.1% will be paid versus the 85.9% of the remaining balance that only generates unnecessary uncertainty in the fiscal result. It is of paramount importance that the norms that have impacts on the budget execution – such as the Decree 93.872/86 that limits the validity of the remaining balances up to 18 months – be accompanied by a study of possible impacts and expected results. The current omission of the remaining balance execution decree in terms of the expense groups will lead to a loss of capital resources from the yearly budget that could be executed and unnecessary costing commitments.
publishDate 2019
dc.date.accessioned.fl_str_mv 2019-08-13T13:04:35Z
dc.date.issued.fl_str_mv 2019-02-07
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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dc.identifier.citation.fl_str_mv CAVALCANTI, Rodrigo Luiz Costa. Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar. 2019. 56 f. Dissertação (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
dc.identifier.uri.fl_str_mv http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8160
identifier_str_mv CAVALCANTI, Rodrigo Luiz Costa. Análises estatísticas com abordagem na gestão pública : um caso de responsabilidade fiscal dos restos a pagar. 2019. 56 f. Dissertação (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
url http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/8160
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dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Departamento de Estatística e Informática
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