Fatores que impactam no encerramento prematuro de empresas de pequeno porte: estudo no litoral de Santa Catarina

Bohn, Ana Célia; Gambirage, Cinara; Silva, Jaison Caetano da; Hein, Nelson; Iargas, Ananias Misrael

doi:10.22279/navus.2018.v8n2.p43-56.607

Cited by 3 publications

(1 citation statement)

References 7 publications

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“…Contudo, mesmo com todos esses dados favoráveis para as MPEs, constata-se um alto percentual de fracasso de MPEs em nosso país (SEBRAE, 2016). E na busca de entender quais são os principais fatores relacionados a essa grande mortalidade precoce das MPEs, alguns autores destacam entre eles a fraca competência gerencial (BOHN et al, 2018;SANTINI, 2015;NASCIMENTO et al, 2013;FERREIRA et al, 2012). Nesse sentido, a deficiência no conhecimento e desenvolvimento das práticas gerenciais por parte dos gestores de MPEs têm também contribuído para o baixo desempenho financeiro e o fechamento precoce de muitas dessas instituições.…”

Section: Introductionunclassified

Competências Gerenciais E Desempenho Financeiro Em Micro E Pequenas Empresas

Costa¹

2019

HSA

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Uma gestão competente pode ser decisiva para a sobrevivência ou não de qualquer tipo de organização, inclusive para as Micros e Pequenas Empresas- MPEs. E requer também a mobilização e combinação de um conjunto de competências gerenciais dos gestores à frente de seus empreendimentos. Nesse contexto, essa pesquisa procurou apontar se as competências gerenciais mobilizadas pelos gestores de MPEs rurais têm impacto no desempenho financeiro nesse tipo de empresa. Em termos metodológicos essa pesquisa teve enfoque quantitativo e descritivo, instrumentalizada através da utilização de um questionário estruturado, respondido por 35 gestores e analisado através das técnicas de estatísticas univariadas, bivariadas e multivariadas. Os resultados através da aplicação da regressão linear múltipla demonstraram que existe relação positiva importante entre a mobilização de algumas competências gerenciais e o desempenho financeiro das MPEs estudadas.

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Section: Introductionunclassified

Competências Gerenciais E Desempenho Financeiro Em Micro E Pequenas Empresas

Costa¹

2019

HSA

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Mortality Risk Factors in Micro and Small Businesses: Systematic Literature Review and Research Agenda

et al. 2022

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Most micro and small businesses (MSEs) are limited in organizational structure, financial resources, technology, and management strategies. Due to these limitations, there are many risks involved in this sector. Understanding the aspects that contribute to the risk of mortality among MSEs is important to guide entrepreneurs in the development of strategic actions and to assist governments in the elaboration of policies that support the creation of new ventures. For this, it is important to know the key factors that contribute to the risk of business mortality. Thus, the following research questions emerge: What is the state of the art on the subject of business mortality in MSE? What are the factors that contribute to the risk of mortality in MSE? What is the relationship between the factors that contribute to the risk of mortality in MSE? The objective of this research was to analyze what the risk factors are for MSE mortality and how they are related to each other. From a systematic literature review, the state of the art on the topic of business mortality in MSEs was evidenced and its risk factors were identified. One hundred and six articles, published from January 2000 to February 2021, were analyzed. The results showed 36 mortality risk factors and highlighted the risks associated with innovative processes, business management, and the characteristics of the entrepreneur. This study contributes to a theoretical framework on corporate mortality and provides an agenda for future research, showing gaps to be explored. In terms of managerial implications, we suggest that entrepreneurs prioritize training initiatives, investing in education, that MSEs participate in cooperation networks to establish partnerships between stakeholders, and that they invest in technological tools to make companies more competitive in the market.

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Prediction of the Disappearance of Companies From the Market in Bogotá, Colombia Using Machine Learning

Fajardo-Moreno

Velásquez

Pérez³

et al. 2021

Advances in Logistics, Operations, and Management Science

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In this chapter, the results concerning the modeling of companies' disappearance from Bogota's market using machine learning methods are presented. The authors use the available information from Bogota's Chamber of Commerce, where the companies are registered yearly. The dataset comprises the years 2017 to 2020 with almost 3 million registries. In this work, a deep analysis of the different features of the data is presented and explained. Next, four state-of-the-art machine learning models are trained for comparison: logistic regression (LR), extreme learning machine (ELM), random forest (RF), and extreme gradient boosting (XGBoost), all with five-fold cross-validation and 50 steps in the randomized grid search. All methods showed excellent performance, with an average of 0.895 in the area under the curve (AUC), being the latter algorithm the best overall (0.97). These results are in agreement with the state-of-the-art values in the field and will be of paramount importance to assess companies' stability for Bogota's local economy.

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Fatores que impactam no encerramento prematuro de empresas de pequeno porte: estudo no litoral de Santa Catarina

Cited by 3 publications

References 7 publications

Competências Gerenciais E Desempenho Financeiro Em Micro E Pequenas Empresas

Competências Gerenciais E Desempenho Financeiro Em Micro E Pequenas Empresas

Mortality Risk Factors in Micro and Small Businesses: Systematic Literature Review and Research Agenda

Prediction of the Disappearance of Companies From the Market in Bogotá, Colombia Using Machine Learning

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