BENFORD'S LAW: an analysis of its applicability in a sample of tax documents presented in the senators’ accountability

Detalhes bibliográficos
Autor(a) principal: da Cruz Filho, Enelson Candeia
Data de Publicação: 2021
Outros Autores: Nunes, Danielle Montenegro Salamone, Santana, Claudio Moreira
Tipo de documento: Artigo
Idioma: por
Título da fonte: Revista Brasileira de Ciências Policiais (Online)
Texto Completo: https://periodicos.pf.gov.br/index.php/RBCP/article/view/830
Resumo: In a context of compliance analysis and manifestation on documents presented in reimbursement processes for expenses incurred, the selection of attributes or methodologies capable of directing human resources when the object of examination falls on large sets of digital data is challenging. In addition to the other statistical sampling techniques employed in an auditing environment, the Benford's Law as an instrument to guide the identification of anomalous records deserves special mention. Through a study of the financial records of quota expenditures for the exercise of parliamentary activity granted to senators of the Republic, the individual values of a set of fiscal documents were submitted to the logical structure of the Benford's Law and their calculated frequencies compared with the expected ones, to identify the most unusual records for the first, second and first two digits of each disbursement receipt. The analysis of the records and interpretation of the applied statistical tests suggest the presence of signs of manipulations, errors and/or irregularities in the process of rendering accounts for amounts intended to cover expenses. As a result, the described methodology may be applicable to rationalize expenditure verification procedures that share the same characteristics.
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spelling BENFORD'S LAW: an analysis of its applicability in a sample of tax documents presented in the senators’ accountabilityLEI DE BENFORD: uma análise de sua aplicabilidade em uma amostra de documentos fiscais nas prestações de contas de senadores da RepúblicaBenford's Lawfirst significant digitauditfraudmoney laundering.Lei de Benford. Primeiro dígito significante. Lei do Primeiro Dígito. Detecção de fraude. Análise Digital.In a context of compliance analysis and manifestation on documents presented in reimbursement processes for expenses incurred, the selection of attributes or methodologies capable of directing human resources when the object of examination falls on large sets of digital data is challenging. In addition to the other statistical sampling techniques employed in an auditing environment, the Benford's Law as an instrument to guide the identification of anomalous records deserves special mention. Through a study of the financial records of quota expenditures for the exercise of parliamentary activity granted to senators of the Republic, the individual values of a set of fiscal documents were submitted to the logical structure of the Benford's Law and their calculated frequencies compared with the expected ones, to identify the most unusual records for the first, second and first two digits of each disbursement receipt. The analysis of the records and interpretation of the applied statistical tests suggest the presence of signs of manipulations, errors and/or irregularities in the process of rendering accounts for amounts intended to cover expenses. As a result, the described methodology may be applicable to rationalize expenditure verification procedures that share the same characteristics.Aqueles que têm por atribuição manifestarem-se sobre o grau de conformidade dos registros financeiros gerados por sistemas internos ou externos têm demandado um desenvolvimento contínuo de ferramentas destinadas ao exame analítico de grandes conjuntos de dados digitais. Alinhando-se às demais técnicas estatísticas de seleção de amostras de auditoria amplamente empregadas pelos profissionais que militam nesse setor, vem ganhando notoriedade a aplicação da Lei de Benford como instrumento de direcionamento do trabalho dos responsáveis por mensurarem o nível de conformidade dos gastos realizados por pessoas físicas ou jurídicas. Nesse cenário, o confronto entre frequências observadas e frequências esperadas para o primeiro, segundo e dois primeiros dígitos, de um dado número, pode direcionar e racionalizar procedimentos mais criteriosos de comprovação do gasto para determinados documentos e, consequentemente, identificar indivíduos que estejam cometendo fraudes, erros ou irregularidades no processo de prestação de contas de valores destinados ao custeio de despesas.ANP Editora2021-09-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionPeer-reviewed articleEmpirical Field ResearchArtigo avaliado pelos paresPesquisa Empírica de CampoArtículo revisado por paresArticle revu par des pairsArticolo sottoposto a revisione paritariaapplication/pdfapplication/pdfapplication/pdfapplication/pdfapplication/pdfapplication/vnd.openxmlformats-officedocument.wordprocessingml.documentapplication/vnd.openxmlformats-officedocument.wordprocessingml.documenthttps://periodicos.pf.gov.br/index.php/RBCP/article/view/83010.31412/rbcp.v12i6.830Rivista Brasiliana di Scienza di Polizia; V. 12 N. 6 (2021): Recupero dei beni: garantire che il crimine non ripaghi ("il crimine non paga"); 103-126Brazilian Journal of Police Sciences; Vol. 12 No. 6 (2021): Asset recovery: ensuring that the crime is not profitable (“crime doesn´t pay”); 103-126Revista Brasileña de Ciencias Policiales; Vol. 12 Núm. 6 (2021): Recuperación de activos: garantizar que el delito no resulte provechoso (“crime doesn´t pay”); 103-126Revista Brasileira de Ciências Policiais; v. 12 n. 6 (2021): Recuperación de activos: garantizar que el delito no resulte provechoso (“crime doesn´t pay”); 103-126Revue Brésilienne des Sciences Policières; Vol. 12 No. 6 (2021): Recouvrement d'avoirs : s'assurer que le crime ne paie pas ("le crime ne paie pas"); 103-1262318-69172178-001310.31412/rbcp.v12i6reponame:Revista Brasileira de Ciências Policiais (Online)instname:Academia Nacional de Polícia (ANP)instacron:ANPporhttps://periodicos.pf.gov.br/index.php/RBCP/article/view/830/pdf_1https://periodicos.pf.gov.br/index.php/RBCP/article/view/830/517https://periodicos.pf.gov.br/index.php/RBCP/article/view/830/518https://periodicos.pf.gov.br/index.php/RBCP/article/view/830/519https://periodicos.pf.gov.br/index.php/RBCP/article/view/830/520https://periodicos.pf.gov.br/index.php/RBCP/article/view/830/531https://periodicos.pf.gov.br/index.php/RBCP/article/view/830/53210.31412/rbcp.v12i6.830.g48210.31412/rbcp.v12i6.830.s7610.31412/rbcp.v12i6.830.s7710.31412/rbcp.v12i6.830.s7910.31412/rbcp.v12i6.830.s8010.31412/rbcp.v12i6.830.s11010.31412/rbcp.v12i6.830.s111da Cruz Filho, Enelson CandeiaNunes, Danielle Montenegro SalamoneSantana, Claudio Moreirainfo:eu-repo/semantics/openAccess2022-08-16T16:29:17Zoai:ojs.pkp.sfu.ca:article/830Revistahttps://periodicos.pf.gov.br/index.php/RBCPPUBhttps://periodicos.pf.gov.br/index.php/RBCP/oaipublicacesp.anp@dpf.gov.br2318-69172178-0013opendoar:2022-08-16T16:29:17Revista Brasileira de Ciências Policiais (Online) - Academia Nacional de Polícia (ANP)false
dc.title.none.fl_str_mv BENFORD'S LAW: an analysis of its applicability in a sample of tax documents presented in the senators’ accountability
LEI DE BENFORD: uma análise de sua aplicabilidade em uma amostra de documentos fiscais nas prestações de contas de senadores da República
title BENFORD'S LAW: an analysis of its applicability in a sample of tax documents presented in the senators’ accountability
spellingShingle BENFORD'S LAW: an analysis of its applicability in a sample of tax documents presented in the senators’ accountability
da Cruz Filho, Enelson Candeia
Benford's Law
first significant digit
audit
fraud
money laundering.
Lei de Benford. Primeiro dígito significante. Lei do Primeiro Dígito. Detecção de fraude. Análise Digital.
title_short BENFORD'S LAW: an analysis of its applicability in a sample of tax documents presented in the senators’ accountability
title_full BENFORD'S LAW: an analysis of its applicability in a sample of tax documents presented in the senators’ accountability
title_fullStr BENFORD'S LAW: an analysis of its applicability in a sample of tax documents presented in the senators’ accountability
title_full_unstemmed BENFORD'S LAW: an analysis of its applicability in a sample of tax documents presented in the senators’ accountability
title_sort BENFORD'S LAW: an analysis of its applicability in a sample of tax documents presented in the senators’ accountability
author da Cruz Filho, Enelson Candeia
author_facet da Cruz Filho, Enelson Candeia
Nunes, Danielle Montenegro Salamone
Santana, Claudio Moreira
author_role author
author2 Nunes, Danielle Montenegro Salamone
Santana, Claudio Moreira
author2_role author
author
dc.contributor.author.fl_str_mv da Cruz Filho, Enelson Candeia
Nunes, Danielle Montenegro Salamone
Santana, Claudio Moreira
dc.subject.por.fl_str_mv Benford's Law
first significant digit
audit
fraud
money laundering.
Lei de Benford. Primeiro dígito significante. Lei do Primeiro Dígito. Detecção de fraude. Análise Digital.
topic Benford's Law
first significant digit
audit
fraud
money laundering.
Lei de Benford. Primeiro dígito significante. Lei do Primeiro Dígito. Detecção de fraude. Análise Digital.
description In a context of compliance analysis and manifestation on documents presented in reimbursement processes for expenses incurred, the selection of attributes or methodologies capable of directing human resources when the object of examination falls on large sets of digital data is challenging. In addition to the other statistical sampling techniques employed in an auditing environment, the Benford's Law as an instrument to guide the identification of anomalous records deserves special mention. Through a study of the financial records of quota expenditures for the exercise of parliamentary activity granted to senators of the Republic, the individual values of a set of fiscal documents were submitted to the logical structure of the Benford's Law and their calculated frequencies compared with the expected ones, to identify the most unusual records for the first, second and first two digits of each disbursement receipt. The analysis of the records and interpretation of the applied statistical tests suggest the presence of signs of manipulations, errors and/or irregularities in the process of rendering accounts for amounts intended to cover expenses. As a result, the described methodology may be applicable to rationalize expenditure verification procedures that share the same characteristics.
publishDate 2021
dc.date.none.fl_str_mv 2021-09-30
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed article
Empirical Field Research
Artigo avaliado pelos pares
Pesquisa Empírica de Campo
Artículo revisado por pares
Article revu par des pairs
Articolo sottoposto a revisione paritaria
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.pf.gov.br/index.php/RBCP/article/view/830
10.31412/rbcp.v12i6.830
url https://periodicos.pf.gov.br/index.php/RBCP/article/view/830
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https://periodicos.pf.gov.br/index.php/RBCP/article/view/830/519
https://periodicos.pf.gov.br/index.php/RBCP/article/view/830/520
https://periodicos.pf.gov.br/index.php/RBCP/article/view/830/531
https://periodicos.pf.gov.br/index.php/RBCP/article/view/830/532
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dc.publisher.none.fl_str_mv ANP Editora
publisher.none.fl_str_mv ANP Editora
dc.source.none.fl_str_mv Rivista Brasiliana di Scienza di Polizia; V. 12 N. 6 (2021): Recupero dei beni: garantire che il crimine non ripaghi ("il crimine non paga"); 103-126
Brazilian Journal of Police Sciences; Vol. 12 No. 6 (2021): Asset recovery: ensuring that the crime is not profitable (“crime doesn´t pay”); 103-126
Revista Brasileña de Ciencias Policiales; Vol. 12 Núm. 6 (2021): Recuperación de activos: garantizar que el delito no resulte provechoso (“crime doesn´t pay”); 103-126
Revista Brasileira de Ciências Policiais; v. 12 n. 6 (2021): Recuperación de activos: garantizar que el delito no resulte provechoso (“crime doesn´t pay”); 103-126
Revue Brésilienne des Sciences Policières; Vol. 12 No. 6 (2021): Recouvrement d'avoirs : s'assurer que le crime ne paie pas ("le crime ne paie pas"); 103-126
2318-6917
2178-0013
10.31412/rbcp.v12i6
reponame:Revista Brasileira de Ciências Policiais (Online)
instname:Academia Nacional de Polícia (ANP)
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reponame_str Revista Brasileira de Ciências Policiais (Online)
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