Market Manipulation in Stock and Power Markets: A Study of Indicator-Based Monitoring and Regulatory Challenges

被引:7
作者
Hao, Yuna [1 ]
Vand, Behrang [2 ]
Delgado, Benjamin Manrique [3 ]
Baldi, Simone [4 ]
机构
[1] Southeast Univ, Sch Artificial Intelligence, Suzhou 215000, Peoples R China
[2] Edinburgh Napier Univ, Sch Comp Engn & Built Environm, Edinburgh EH11 4BN, Scotland
[3] SINTEF, Dept Architectural Engn, POB 4760, Oslo, Norway
[4] Southeast Univ, Sch Math, Nanjing 211189, Peoples R China
关键词
market manipulation; stock markets; power markets; market monitoring; indicators; market power; ELECTRICITY MARKET; INVESTOR SENTIMENT; CROSS-SECTION;
D O I
10.3390/en16041894
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In recent years, algorithmic-based market manipulation in stock and power markets has considerably increased, and it is difficult to identify all such manipulation cases. This causes serious challenges for market regulators. This work highlights and lists various aspects of the monitoring of stock and power markets, using as test cases the regulatory agencies and regulatory policies in diverse regions, including Hong Kong, the United Kingdom, the United States and the European Union. Reported cases of market manipulations in the regions are examined. In order to help establish a relevant digital regulatory system, this work reviews and categorizes the indicators used to monitor the stock and power markets, and provides an in-depth analysis of the relationship between the indicators and market manipulation. This study specifically compiles a set of 10 indicators for detecting manipulation in the stock market, utilizing the perspectives of return rate, liquidity, volatility, market sentiment, closing price and firm governance. Additionally, 15 indicators are identified for detecting manipulation in the power market, utilizing the perspectives of market power (also known as pricing power or market structure), market conduct and market performance. Finally, the study elaborates on the current challenges in the regulation of stock and power markets in terms of parameter performance, data availability and technical requirements.
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页数:28
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