MARKET EFFICIENCY AND STABILITY IN THE ERA OF HIGH-FREQUENCY TRADING: A COMPREHENSIVE REVIEW

Janifer Nahar, Nourin Nishat, A. S. M. Shoaib, Qaium Hossain
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Abstract

This comprehensive review analyzes the impact of high-frequency trading (HFT) on market efficiency and stability, synthesizing insights from 50 peer-reviewed articles, industry reports, and regulatory documents. High-frequency trading, which leverages sophisticated algorithms and high-speed data networks, has significantly transformed financial markets. The review confirms that HFT enhances market efficiency by providing liquidity and facilitating rapid price discovery, contributing to tighter bid-ask spreads and lower transaction costs. However, it also highlights several challenges, including market fragmentation, increased volatility, and potential for market manipulation. The review examines how HFT can exacerbate market instability and systemic risks, as demonstrated by incidents like the 2010 Flash Crash. It underscores the importance of robust risk management practices and regulatory measures to mitigate these risks and enhance market resilience. While current regulatory frameworks have had some success, continuous adaptation is necessary to keep pace with rapid technological advancements. Additionally, the review points to the potential of AI and machine learning in improving market surveillance and risk management. Ultimately, the findings suggest that a balanced approach to regulation and innovation is crucial to maximizing the benefits of HFT while ensuring market integrity and stability.
高频交易时代的市场效率和稳定性:全面回顾
这篇综述分析了高频交易(HFT)对市场效率和稳定性的影响,综合了 50 篇同行评议文章、行业报告和监管文件中的观点。高频交易利用复杂的算法和高速数据网络,极大地改变了金融市场。综述证实,高频交易通过提供流动性和促进快速价格发现提高了市场效率,有助于收窄买卖价差和降低交易成本。然而,它也强调了一些挑战,包括市场分割、波动性增加和潜在的市场操纵。正如 2010 年 "闪电崩盘 "等事件所表明的那样,审查探讨了 HFT 如何加剧市场不稳定性和系统性风险。它强调了强有力的风险管理实践和监管措施对降低这些风险和增强市场复原力的重要性。虽然目前的监管框架取得了一些成功,但仍需不断调整,以跟上技术快速发展的步伐。此外,审查还指出了人工智能和机器学习在改善市场监督和风险管理方面的潜力。最终,研究结果表明,要想在确保市场完整性和稳定性的同时,最大限度地发挥 HFT 的优势,平衡监管和创新是至关重要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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