H. Filatova, M. Tumpach, Yaroslav Reshetniak, S. Lyeonov, N. Vynnychenko
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The results of the evolutionary and temporal analysis of scientific research showed that before 2000, scholars focused on the legislative aspects of combating financial fraud; from 2000 to 2015, on risk management and the impact of financial fraud on economic growth; from 2016 to the present, on the search for methods and tools to detect and combat financial fraud. The spatial analysis confirmed a predominantly intercontinental connection between researchers. The comparison of subject areas demonstrated the interdisciplinary nature of the study, with a predominant focus on the fields of “computer science” and “economics, econometrics, and finance,” which is logical considering the economic nature and the ongoing technological transformation of financial fraud. 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引用次数: 0
摘要
本研究旨在使用各种文献计量方法和工具,包括爱思唯尔(SciVal)的Scopus内置工具、Clarivate Analytics的Web of Science以及VOSviewer软件,对预防和打击金融欺诈的公共政策和金融监管主题进行文献计量分析。确定了与搜索词相关的最相关的出版物。根据这些结果,绘制了一张地图,说明了“金融欺诈”、“公共政策”和“金融监管”等概念与其他类别的相互关系,从而可以识别出五个类别,每个类别都有详细的特征。科学研究的进化和时间分析结果表明,在2000年之前,学者们关注的是打击金融欺诈的立法方面;2000年至2015年,关于风险管理和金融欺诈对经济增长的影响;从2016年至今,致力于寻找发现和打击金融欺诈的方法和工具。空间分析证实了研究人员之间主要存在洲际联系。学科领域的比较表明了该研究的跨学科性质,主要关注“计算机科学”和“经济学、计量经济学和金融学”领域,考虑到金融欺诈的经济性质和正在进行的技术转型,这是合乎逻辑的。研究结果可用于制定新的战略、政策和立法举措,以确保金融完整性并增强对金融系统的信心。鸣谢本研究由乌克兰教育和科学部资助,包含编号为0123U101945的项目“通过防止金融欺诈和洗钱实现乌克兰国家安全:战争和战后挑战”的结果,0121U109559“通过金融监控系统和网络安全的融合实现国家安全:金融市场监管机制的智能建模”,Vega Agency编号1/0638/23。
Public policy and financial regulation in preventing and combating financial fraud: a bibliometric analysis
This study aims to conduct a bibliometric analysis on the topic of public policy and financial regulation in preventing and combating financial fraud using a variety of bibliometric methods and tools, including the in-built tools of Scopus by Elsevier (SciVal) and Web of Science by Clarivate Analytics, as well as VOSviewer software. The most relevant publications related to the search terms were identified. Based on the results, a map illustrating the interrelationships of concepts such as “financial fraud,” “public policy,” and “financial regulation” with other categories was created, allowing for the identification of five clusters, each of which was characterized in detail. The results of the evolutionary and temporal analysis of scientific research showed that before 2000, scholars focused on the legislative aspects of combating financial fraud; from 2000 to 2015, on risk management and the impact of financial fraud on economic growth; from 2016 to the present, on the search for methods and tools to detect and combat financial fraud. The spatial analysis confirmed a predominantly intercontinental connection between researchers. The comparison of subject areas demonstrated the interdisciplinary nature of the study, with a predominant focus on the fields of “computer science” and “economics, econometrics, and finance,” which is logical considering the economic nature and the ongoing technological transformation of financial fraud. The results can be utilized to develop new strategies, policies, and legislative initiatives to ensure financial integrity and increase confidence in financial systems.
AcknowledgmentThis study is funded by the Ministry of Education and Science of Ukraine and contains the results of the projects No. 0123U101945 “National security of Ukraine through prevention of financial fraud and money laundering: War and post-war challenges”, 0121U109559 “National security through the convergence of financial monitoring systems and cyber security: Intelligent modelling of financial market regulation mechanisms” and by the Vega Agency No. 1/0638/23.