Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil

Detalhes bibliográficos
Autor(a) principal: Correia, Lucas Iugas
Data de Publicação: 2020
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações do Mackenzie
Texto Completo: http://dspace.mackenzie.br/handle/10899/27904
Resumo: Objective: The main objective of this study was to develop a financial statements model (P&L and CFS) based on operational, commercial and financial variables for Brazilian sugarcane companies. It was also to calculate a linear regression equation for validation, summarization, and identification of the main variables that have more economic and financial impact on the proposed model’s results. Methodology: The main methodology step were: firstly the creation of the model; secondly the simulation of scenarios by testing the variables; and finally the calculation and analysis of the linear regression equation. The study was characterized as explanatory research with a data quantitative and documentary approach. The study was delimited to sugarcane companies with a crushing capacity between 2.0 to 3.0 million tons located in Brazil’s Center-South region due to its representativeness to the Brazilian scenario. Practical Implications: This study contributes to the sugarcane companies by using a predictive model for the development and analysis of the financial statements. It also contributes to the identification of the main variables that most impact the economic-financial result. Additionally, it is important to mitigate risks based on a tool that helps to understand, plan, project and control the financial resources. Originality and Contributions: The study is original as it concomitantly analyzes many variables in financial and economic results. This study also contributes to the development of the sugarcane industry, highlighting techniques and disseminating knowledge that improve economic performance while respecting and considering its social and environmental effects. Furthermore, it is possible to contribute to the field of academia by expanding studies in this specific area. Results: According to the literature review and data analysis, it was noticed that the model regression equation explains the free cash flow of sugarcane companies with an R-square (adjusted) of 95% based on 14 independent variables. The "Stepwise" method was used to identify the most relevant variables and following this, 5 independent variables that most explain the R-Square (adjusted), corresponding to 82.9%, were determined. The independent variables tested that most impact the economic-financial results were: sugar net price (VHP type), the sugar content of sugarcane (sucrose), distance from the field to the mill, leasing contract value and hydrous net price.
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spelling 2021-01-14T15:18:55Z2021-02-08T22:01:59Z2021-02-08T22:01:59Z2020-05-26CORREIA, Lucas Iugas. Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil. 2020. 77 f. Dissertação (Controladoria e Finanças Empresariais) - Universidade Presbiteriana Mackenzie, São Paulo. 2020.http://dspace.mackenzie.br/handle/10899/27904Objective: The main objective of this study was to develop a financial statements model (P&L and CFS) based on operational, commercial and financial variables for Brazilian sugarcane companies. It was also to calculate a linear regression equation for validation, summarization, and identification of the main variables that have more economic and financial impact on the proposed model’s results. Methodology: The main methodology step were: firstly the creation of the model; secondly the simulation of scenarios by testing the variables; and finally the calculation and analysis of the linear regression equation. The study was characterized as explanatory research with a data quantitative and documentary approach. The study was delimited to sugarcane companies with a crushing capacity between 2.0 to 3.0 million tons located in Brazil’s Center-South region due to its representativeness to the Brazilian scenario. Practical Implications: This study contributes to the sugarcane companies by using a predictive model for the development and analysis of the financial statements. It also contributes to the identification of the main variables that most impact the economic-financial result. Additionally, it is important to mitigate risks based on a tool that helps to understand, plan, project and control the financial resources. Originality and Contributions: The study is original as it concomitantly analyzes many variables in financial and economic results. This study also contributes to the development of the sugarcane industry, highlighting techniques and disseminating knowledge that improve economic performance while respecting and considering its social and environmental effects. Furthermore, it is possible to contribute to the field of academia by expanding studies in this specific area. Results: According to the literature review and data analysis, it was noticed that the model regression equation explains the free cash flow of sugarcane companies with an R-square (adjusted) of 95% based on 14 independent variables. The "Stepwise" method was used to identify the most relevant variables and following this, 5 independent variables that most explain the R-Square (adjusted), corresponding to 82.9%, were determined. The independent variables tested that most impact the economic-financial results were: sugar net price (VHP type), the sugar content of sugarcane (sucrose), distance from the field to the mill, leasing contract value and hydrous net price.Objetivo: Elaborar, com fundamentos em pressupostos empíricos e teóricos, modelo de simulação das demonstrações contábeis baseado em variáveis operacionais, comerciais e financeiras, para então, gerar equação de regressão linear que valide e sumarize o modelo proposto com o intuito de identificar as principais variáveis que impactam no resultado econômico-financeiro do modelo proposto. Metodologia: As principais etapas da metodologia consistiram na elaboração do modelo, simulação de inúmeros cenários testando as variáveis, e por fim, obtenção da equação da regressão linear e análises estatísticas. O estudo foi caracterizado como pesquisa explicativa com abordagem quantitativa e documental dos dados. Delimitou-se o estudo para empresas sucroenergéticas com capacidade entre 2,0 à 3,0 milhões de toneladas localizadas na região Centro-Sul do Brasil devido a representatividade dessas empresas no cenário brasileiro. Implicações práticas: Este estudo contribui para que as empresas sucroenergéticas utilizem um modelo de projeção das demonstrações contábeis para identificar as principais variáveis que impactam nos resultados econômico-financeiros. Com isso, atua na mitigação de riscos e auxilia na compreensão, planejamento, projeção, alocação e controle de recursos financeiros. Originalidade e contribuições: O estudo é considerado original devido a análise simultânea de variáveis no resultado econômico-financeiro de empresas sucroenergéticas. Este estudo contribui para o desenvolvimento do setor sucroenergético destacando técnicas e disseminando conhecimentos que melhorem o desempenho econômico com respeito aos seus efeitos sociais e ambientais. Expressa-se também que há contribuição com a academia pela ampliação de estudos nesta área específica. Resultados: Percebe-se, alinhado com a revisão de literatura e análise dos dados, que a equação de regressão do modelo, baseado em 14 variáveis independentes, explica o fluxo de caixa livre das empresas sucroenergéticas com R-Quadrado (ajustado) de 95%. Pelo método “Stepwise”, as 5 variáveis independentes que mais explicam o R-Quadrado (ajustado) correspondem à 82,9%. As variáveis independentes testadas que mais possuem impactam no resultado econômico-financeiro foram: preço líquido do VHP, teor de açúcar (sacarose) da cana-de-açúcar (ATR), distância do campo até a usina, valor do contrato de arrendamento e preço líquido do hidratado.application/pdfporUniversidade Presbiteriana MackenzieControladoria e Finanças EmpresariaisUPMBrasilCentro de Ciências Sociais e Aplicadas (CCSA)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccesssetor sucroenergéticoplanejamento financeiroregressão linearCNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::CIENCIAS CONTABEISDesempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasilinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisVasconcelos, Ana Lucia Fontes de Souzahttp://lattes.cnpq.br/6786196161894864Hadad Junior, Elihttp://lattes.cnpq.br/2030318390506756Londero, Paola Richterhttp://lattes.cnpq.br/9126009514792654http://lattes.cnpq.br/0603185380675251Correia, Lucas Iugashttp://tede.mackenzie.br/jspui/bitstream/tede/4541/5/LUCAS%20IUGAS%20CORREIA.pdfsugarcane industryfinancial planninglinear regressionreponame:Biblioteca Digital de Teses e Dissertações do Mackenzieinstname:Universidade Presbiteriana Mackenzie (MACKENZIE)instacron:MACKENZIE10899/279042021-02-08 19:02:00.044Biblioteca Digital de Teses e Dissertaçõeshttp://tede.mackenzie.br/jspui/PRI
dc.title.por.fl_str_mv Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil
title Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil
spellingShingle Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil
Correia, Lucas Iugas
setor sucroenergético
planejamento financeiro
regressão linear
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::CIENCIAS CONTABEIS
title_short Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil
title_full Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil
title_fullStr Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil
title_full_unstemmed Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil
title_sort Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil
author Correia, Lucas Iugas
author_facet Correia, Lucas Iugas
author_role author
dc.contributor.advisor1.fl_str_mv Vasconcelos, Ana Lucia Fontes de Souza
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/6786196161894864
dc.contributor.referee1.fl_str_mv Hadad Junior, Eli
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/2030318390506756
dc.contributor.referee2.fl_str_mv Londero, Paola Richter
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/9126009514792654
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/0603185380675251
dc.contributor.author.fl_str_mv Correia, Lucas Iugas
contributor_str_mv Vasconcelos, Ana Lucia Fontes de Souza
Hadad Junior, Eli
Londero, Paola Richter
dc.subject.por.fl_str_mv setor sucroenergético
planejamento financeiro
regressão linear
topic setor sucroenergético
planejamento financeiro
regressão linear
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::CIENCIAS CONTABEIS
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::CIENCIAS CONTABEIS
description Objective: The main objective of this study was to develop a financial statements model (P&L and CFS) based on operational, commercial and financial variables for Brazilian sugarcane companies. It was also to calculate a linear regression equation for validation, summarization, and identification of the main variables that have more economic and financial impact on the proposed model’s results. Methodology: The main methodology step were: firstly the creation of the model; secondly the simulation of scenarios by testing the variables; and finally the calculation and analysis of the linear regression equation. The study was characterized as explanatory research with a data quantitative and documentary approach. The study was delimited to sugarcane companies with a crushing capacity between 2.0 to 3.0 million tons located in Brazil’s Center-South region due to its representativeness to the Brazilian scenario. Practical Implications: This study contributes to the sugarcane companies by using a predictive model for the development and analysis of the financial statements. It also contributes to the identification of the main variables that most impact the economic-financial result. Additionally, it is important to mitigate risks based on a tool that helps to understand, plan, project and control the financial resources. Originality and Contributions: The study is original as it concomitantly analyzes many variables in financial and economic results. This study also contributes to the development of the sugarcane industry, highlighting techniques and disseminating knowledge that improve economic performance while respecting and considering its social and environmental effects. Furthermore, it is possible to contribute to the field of academia by expanding studies in this specific area. Results: According to the literature review and data analysis, it was noticed that the model regression equation explains the free cash flow of sugarcane companies with an R-square (adjusted) of 95% based on 14 independent variables. The "Stepwise" method was used to identify the most relevant variables and following this, 5 independent variables that most explain the R-Square (adjusted), corresponding to 82.9%, were determined. The independent variables tested that most impact the economic-financial results were: sugar net price (VHP type), the sugar content of sugarcane (sucrose), distance from the field to the mill, leasing contract value and hydrous net price.
publishDate 2020
dc.date.issued.fl_str_mv 2020-05-26
dc.date.accessioned.fl_str_mv 2021-01-14T15:18:55Z
2021-02-08T22:01:59Z
dc.date.available.fl_str_mv 2021-02-08T22:01:59Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv CORREIA, Lucas Iugas. Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil. 2020. 77 f. Dissertação (Controladoria e Finanças Empresariais) - Universidade Presbiteriana Mackenzie, São Paulo. 2020.
dc.identifier.uri.fl_str_mv http://dspace.mackenzie.br/handle/10899/27904
identifier_str_mv CORREIA, Lucas Iugas. Desempenho econômico-financeiro das empresas sucroenergéticas da região centro-Sul do Brasil. 2020. 77 f. Dissertação (Controladoria e Finanças Empresariais) - Universidade Presbiteriana Mackenzie, São Paulo. 2020.
url http://dspace.mackenzie.br/handle/10899/27904
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Presbiteriana Mackenzie
dc.publisher.program.fl_str_mv Controladoria e Finanças Empresariais
dc.publisher.initials.fl_str_mv UPM
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Centro de Ciências Sociais e Aplicadas (CCSA)
publisher.none.fl_str_mv Universidade Presbiteriana Mackenzie
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações do Mackenzie
instname:Universidade Presbiteriana Mackenzie (MACKENZIE)
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instname_str Universidade Presbiteriana Mackenzie (MACKENZIE)
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reponame_str Biblioteca Digital de Teses e Dissertações do Mackenzie
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