Taxonomy of Objects for Sustainable Financing for Risk Management System Simulation

Andriy Honta, M. Hryhorak, O. Volovyk
{"title":"Taxonomy of Objects for Sustainable Financing for Risk Management System Simulation","authors":"Andriy Honta, M. Hryhorak, O. Volovyk","doi":"10.34229/2707-451x.22.3.2","DOIUrl":null,"url":null,"abstract":"Introduction. The post-war reconstruction of Ukraine's economy should be carried out on the principles of sustainable development and include the implementation of \"green\" technologies in various sectors in order to rationally use available natural resources and reduce the harmful impact on the environment. There are already active discussions carried out among economists and financiers about how the existing financial system will facilitate the transition to a green economy and increase the mobilization of public and private resources for investments in projects on sustainable development. The Ukraine’s European integration aspirations encourage researchers to study the experience of the European Union in creating a unified pan-European system of classification of sustainable economic activities (\"EU taxonomy\") and adapt them to the national characteristics in order to direct green investments to those activities that are important for achieving the goals of the European Green Deal. The above actualizes the problem of effective use of \"sustainable\" financing mechanisms in the implementation of programs and projects for the recovery of the economy of Ukraine in the post-war period.\nThe purpose of the article is to adapt the European experience to improve the taxonomy of objects of sustainable financing of reconstruction projects for national economy in the post-war period and to develop methodical approaches to risk management of investment projects of sustainable development using modern mathematical apparatus.\nAttained results. The principles and ESG-factors of sustainable financing are summarized; the prerequisites for evaluating of sustainable development investment projects are identified using the proposed system of measures, indicators and indices of sustainable development. A structural model of the ESG risks and credit risks interrelationships through the prism of the economic activity of sustainable investment subjects is proposed. The necessity of creating a digital platform for collecting and processing ESG data, based on which it is expedient to evaluate sustainable development investment projects in the system of \"region-enterprise-industry\" relationships, has been proved. A set of ESG risk assessment methods and models was formed and a decision tree was developed for the selection of sustainable development investment projects, taking into account the taxonomy of sustainable economic activity and regional development priorities in the post-war period using screening and scoring models.\n Conclusions. The application of the proposed principles, factors, indices and indicators of sustainable development allow to develop a new theoretical and methodological approach to assessing the risks of sustainable financing. The performed analysis of the screening and scoring procedures has justified a conclusion about the need of using the optimization theory for complex socio-ecological and economic systems together with various mathematical methods based on modern digital platforms in order to perform a comparative analysis of projects in the integrated system of \"region-enterprise-industry\" factors. This approach can justify the selection of attractive projects in terms of their financing that will contribute to the reduction of harmful effects on the environment, as well as to effective risk management during their implementation. Keywords: sustainable finance, taxonomy of sustainable investment objects, ESG-factors, ESG-data, screening and scoring of sustainable development investment projects.","PeriodicalId":34598,"journal":{"name":"Kibernetika ta kompiuterni tekhnologiyi","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Kibernetika ta kompiuterni tekhnologiyi","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.34229/2707-451x.22.3.2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction. The post-war reconstruction of Ukraine's economy should be carried out on the principles of sustainable development and include the implementation of "green" technologies in various sectors in order to rationally use available natural resources and reduce the harmful impact on the environment. There are already active discussions carried out among economists and financiers about how the existing financial system will facilitate the transition to a green economy and increase the mobilization of public and private resources for investments in projects on sustainable development. The Ukraine’s European integration aspirations encourage researchers to study the experience of the European Union in creating a unified pan-European system of classification of sustainable economic activities ("EU taxonomy") and adapt them to the national characteristics in order to direct green investments to those activities that are important for achieving the goals of the European Green Deal. The above actualizes the problem of effective use of "sustainable" financing mechanisms in the implementation of programs and projects for the recovery of the economy of Ukraine in the post-war period. The purpose of the article is to adapt the European experience to improve the taxonomy of objects of sustainable financing of reconstruction projects for national economy in the post-war period and to develop methodical approaches to risk management of investment projects of sustainable development using modern mathematical apparatus. Attained results. The principles and ESG-factors of sustainable financing are summarized; the prerequisites for evaluating of sustainable development investment projects are identified using the proposed system of measures, indicators and indices of sustainable development. A structural model of the ESG risks and credit risks interrelationships through the prism of the economic activity of sustainable investment subjects is proposed. The necessity of creating a digital platform for collecting and processing ESG data, based on which it is expedient to evaluate sustainable development investment projects in the system of "region-enterprise-industry" relationships, has been proved. A set of ESG risk assessment methods and models was formed and a decision tree was developed for the selection of sustainable development investment projects, taking into account the taxonomy of sustainable economic activity and regional development priorities in the post-war period using screening and scoring models. Conclusions. The application of the proposed principles, factors, indices and indicators of sustainable development allow to develop a new theoretical and methodological approach to assessing the risks of sustainable financing. The performed analysis of the screening and scoring procedures has justified a conclusion about the need of using the optimization theory for complex socio-ecological and economic systems together with various mathematical methods based on modern digital platforms in order to perform a comparative analysis of projects in the integrated system of "region-enterprise-industry" factors. This approach can justify the selection of attractive projects in terms of their financing that will contribute to the reduction of harmful effects on the environment, as well as to effective risk management during their implementation. Keywords: sustainable finance, taxonomy of sustainable investment objects, ESG-factors, ESG-data, screening and scoring of sustainable development investment projects.
风险管理系统模拟可持续融资目标分类
介绍。乌克兰经济的战后重建应根据可持续发展的原则进行,并包括在各部门实施“绿色”技术,以便合理利用现有的自然资源,减少对环境的有害影响。经济学家和金融家已经就现有的金融制度将如何促进向绿色经济的过渡和增加公共和私人资源的调集以投资于可持续发展项目进行了积极的讨论。乌克兰的欧洲一体化愿望鼓励研究人员研究欧盟在创建统一的泛欧洲可持续经济活动分类系统(“欧盟分类法”)方面的经验,并使其适应国家特点,以便将绿色投资引导到那些对实现欧洲绿色协议目标至关重要的活动中。上述情况实现了有效利用“可持续”融资机制实施战后乌克兰经济复苏计划和项目的问题。本文的目的是借鉴欧洲的经验,改进战后国民经济重建项目可持续融资对象的分类,并利用现代数学仪器对可持续发展投资项目的风险管理提出有条理的方法。获得的结果。总结了可持续融资的原则和esg因素;利用拟议的可持续发展措施、指标和指数系统,确定了评价可持续发展投资项目的先决条件。通过可持续投资主体的经济活动,提出了ESG风险和信用风险相互关系的结构模型。建立数字化平台收集和处理ESG数据的必要性得到了证明,这有利于在“区域-企业-行业”关系体系中对可持续发展投资项目进行评估。结合战后可持续经济活动的分类和区域发展重点,采用筛选和评分模型,形成了一套ESG风险评估方法和模型,构建了可持续发展投资项目选择的决策树。结论。拟议的可持续发展原则、因素、指数和指标的应用使我们能够发展出一种新的理论和方法来评估可持续筹资的风险。通过对筛选和评分过程的分析,得出了需要将复杂社会生态和经济系统的优化理论与基于现代数字平台的各种数学方法相结合,以对“区域-企业-行业”因素集成系统中的项目进行比较分析的结论。这种办法可以证明选择有吸引力的项目是合理的,因为这些项目的资金将有助于减少对环境的有害影响,并有助于在执行过程中有效地管理风险。关键词:可持续金融,可持续投资对象分类,esg因素,esg数据,可持续发展投资项目筛选与评分
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
20
审稿时长
6 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书