Tetiana Dotsenko, Marek Dvořák, Serhiy Lyeonov, Attila Kovács
{"title":"Socially relevant factors of organizational mortality of enterprises: context of corporate sustainability in European countries","authors":"Tetiana Dotsenko, Marek Dvořák, Serhiy Lyeonov, Attila Kovács","doi":"10.14254/2071-789x.2023/16-1/18","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":51663,"journal":{"name":"Economics & Sociology","volume":"1 1","pages":"0"},"PeriodicalIF":2.1000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Economics & Sociology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.14254/2071-789x.2023/16-1/18","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 1
Abstract
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.
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.