企业组织死亡的社会相关因素:欧洲国家企业可持续发展的背景

IF 2.1 Q2 ECONOMICS
Tetiana Dotsenko, Marek Dvořák, Serhiy Lyeonov, Attila Kovács
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引用次数: 1

摘要

企业组织死亡率的商业人口问题被认为是社会福利的一个重要领域。它影响到许多人及其组织的生活和活动,以及企业的可持续性和该国的整体社会经济状况。本研究旨在利用数据挖掘方法,从社会指标组中确定影响企业组织死亡率的相关因素。本文采用西格玛约束参数化方法和相关分析,确定了这些社会因素中影响最大的因素。这些社会因素的重要性是通过单变量检验,帕累托图的t值,和他们的相互依存关系的相关矩阵进行探讨。这些因素的作用和影响范围已被量化。利用普通最小二乘法(OLS)建立了企业组织死亡率与相关社会因素在多元回归中的线性关系模型。同时,建立了一个类似线性回归模型的残差正态分布图。研究结果突出了企业可持续发展活动中存在问题的社会方面和因素,表明计算相关指标之间的依赖关系具有实际用途。该方法的应用将有可能影响发展中国家的企业活动模式,以减少国家经济衰退。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Socially relevant factors of organizational mortality of enterprises: context of corporate sustainability in European countries
The business-demographic problem of organizational mortality of enterprises is considered an essential area of social welfare in a society. It affects the lives and activities of many people and their organizations, as well as the corporate sustainability and the overall socioeconomic situation in the country. The study aims to determine relevant factors influencing the organizational mortality of enterprises from the group of social indicators by using data mining methods. The paper identifies the most influential among such social factors, using the Sigma-restricted parameterization method and correlation analysis. The significance of these social factors is explored through the univariate tests, the Pareto chart of t-values, and a correlation matrix of their interdependence. The factors’ force and areas of the influence have been quantified. A model of a linear relationship in multiple regression between organizational mortality of enterprises and relevant social factors is constructed using the ordinary least squares method (OLS method). Meanwhile, a graph of the normal distribution of residuals is built for an analogous linear regression model. The research results highlight the problematic social aspects and factors of enterprises’ activity for corporate sustainability, suggesting a practical use for the calculated dependencies between relevant indicators. The application of the methodology will make it possible to influence the pattern of entrepreneurial activity in developing countries to reduce the national economic downturn.
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来源期刊
CiteScore
5.40
自引率
6.70%
发文量
40
审稿时长
24 weeks
期刊介绍: Economics and Sociology (ISSN 2306-3459 Online, ISSN 2071-789X Print) is a quarterly international academic open access journal published by Centre of Sociological Research in co-operation with University of Szczecin (Poland), Mykolas Romeris University (Lithuania), Dubcek University of Trencín, Faculty of Social and Economic Relations, (Slovak Republic) and University of Entrepreneurship and Law, (Czech Republic). The general topical framework of our publication include (but is not limited to): advancing socio-economic analysis of societies and economies, institutions and organizations, social groups, networks and relationships.[...] We welcome articles written by professional scholars and practitioners in: economic studies and philosophy of economics, political sciences and political economy, research in history of economics and sociological phenomena, sociology and gender studies, economic and social issues of education, socio-economic and institutional issues in environmental management, business administration and management of SMEs, state governance and socio-economic implications, economic and sociological development of the NGO sector, cultural sociology, urban and rural sociology and demography, migration studies, international issues in business risk and state security, economics of welfare.
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