Does the deployment of algorithms combined with direct electronic access increase conduct risk? Evidence from the LME

IF 2 Q2 BUSINESS, FINANCE Journal of Financial Regulation and Compliance Pub Date : 2022-08-08 DOI:10.1108/jfrc-04-2022-0046
Alexander Conrad Culley
{"title":"Does the deployment of algorithms combined with direct electronic access increase conduct risk? Evidence from the LME","authors":"Alexander Conrad Culley","doi":"10.1108/jfrc-04-2022-0046","DOIUrl":null,"url":null,"abstract":"\nPurpose\nThe purpose of this paper is to examine the effectiveness of two regulatory initiatives in developing awareness of conduct risk associated with algorithmic and direct-electronic access (DEA) trading at broker-dealers: the UK Financial Conduct Authority’s algorithmic trading compliance in the wholesale markets and Commission Delegated Regulation 2017/589 (CDR 589) to the second Markets in Financial Instruments Directive.\n\n\nDesign/methodology/approach\nA qualitative examination of 15 semi-structured interviews with representatives of London Metal Exchange member firms, their clients and regulators.\n\n\nFindings\nThis paper finds that the key conduct related messages in algorithmic trading compliance in the wholesale markets may not yet be fully embedded at broker–dealers. This is because of a perceived simplicity of the algorithms deployed by broker dealers or, alternatively, a lack of reflection on their impact. Conversely, a concern exists that clients’ deployment of algorithms on DEA channels provided by broker–dealers increase conduct risk. However, the threat of harm posed by clients is not envisaged in current definitions of conduct risk. Accordingly, CDR 2017/589 does not currently require firms to evaluate clients’ awareness of it.\n\n\nResearch limitations/implications\nThis study’s findings are limited to the insights provided by 15 participants.\n\n\nOriginality/value\nThis paper contributes to existing research by deepening understanding of conduct risk arising from algorithmic trading and DEA. To account for the potential harm arising from clients’ activities, this paper proposes a revision to Miles’s definition of conduct risk. This is complemented by a proposed amendment to CDR 2017/589 to require evaluation of clients’ understanding of conduct risk.\n","PeriodicalId":44814,"journal":{"name":"Journal of Financial Regulation and Compliance","volume":null,"pages":null},"PeriodicalIF":2.0000,"publicationDate":"2022-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Financial Regulation and Compliance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/jfrc-04-2022-0046","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 1

Abstract

Purpose The purpose of this paper is to examine the effectiveness of two regulatory initiatives in developing awareness of conduct risk associated with algorithmic and direct-electronic access (DEA) trading at broker-dealers: the UK Financial Conduct Authority’s algorithmic trading compliance in the wholesale markets and Commission Delegated Regulation 2017/589 (CDR 589) to the second Markets in Financial Instruments Directive. Design/methodology/approach A qualitative examination of 15 semi-structured interviews with representatives of London Metal Exchange member firms, their clients and regulators. Findings This paper finds that the key conduct related messages in algorithmic trading compliance in the wholesale markets may not yet be fully embedded at broker–dealers. This is because of a perceived simplicity of the algorithms deployed by broker dealers or, alternatively, a lack of reflection on their impact. Conversely, a concern exists that clients’ deployment of algorithms on DEA channels provided by broker–dealers increase conduct risk. However, the threat of harm posed by clients is not envisaged in current definitions of conduct risk. Accordingly, CDR 2017/589 does not currently require firms to evaluate clients’ awareness of it. Research limitations/implications This study’s findings are limited to the insights provided by 15 participants. Originality/value This paper contributes to existing research by deepening understanding of conduct risk arising from algorithmic trading and DEA. To account for the potential harm arising from clients’ activities, this paper proposes a revision to Miles’s definition of conduct risk. This is complemented by a proposed amendment to CDR 2017/589 to require evaluation of clients’ understanding of conduct risk.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
算法的部署与直接电子访问相结合是否会增加行为风险?LME的证据
目的本文的目的是检验两项监管举措在提高交易商对算法和直接电子访问(DEA)交易相关行为风险的认识方面的有效性:英国金融行为监管局在批发市场的算法交易合规性和委员会授权的2017/589号条例(CDR 589)金融工具指导。设计/方法/方法对伦敦金属交易所成员公司、其客户和监管机构的代表进行的15次半结构化访谈进行定性审查。发现本文发现,批发市场算法交易合规性中的关键行为相关信息可能尚未完全嵌入交易商。这是因为人们认为经纪人部署的算法很简单,或者缺乏对其影响的反思。相反,存在一种担忧,即客户在交易商提供的DEA渠道上部署算法会增加行为风险。然而,目前的行为风险定义中没有设想客户构成的伤害威胁。因此,CDR 2017/589目前不要求公司评估客户对其的认识。研究局限性/含义本研究的发现仅限于15名参与者提供的见解。原创性/价值本文通过加深对算法交易和DEA产生的行为风险的理解,为现有研究做出了贡献。为了说明客户活动产生的潜在危害,本文对Miles的行为风险定义进行了修订。这是对CDR 2017/589的拟议修正案的补充,该修正案要求评估客户对行为风险的理解。
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 去求助
来源期刊
CiteScore
2.60
自引率
11.10%
发文量
35
期刊介绍: Since its inception in 1992, the Journal of Financial Regulation and Compliance has provided an authoritative and scholarly platform for international research in financial regulation and compliance. The journal is at the intersection between academic research and the practice of financial regulation, with distinguished past authors including senior regulators, central bankers and even a Prime Minister. Financial crises, predatory practices, internationalization and integration, the increased use of technology and financial innovation are just some of the changes and issues that contemporary financial regulators are grappling with. These challenges and changes hold profound implications for regulation and compliance, ranging from macro-prudential to consumer protection policies. The journal seeks to illuminate these issues, is pluralistic in approach and invites scholarly papers using any appropriate methodology. Accordingly, the journal welcomes submissions from finance, law, economics and interdisciplinary perspectives. A broad spectrum of research styles, sources of information and topics (e.g. banking laws and regulations, stock market and cross border regulation, risk assessment and management, training and competence, competition law, case law, compliance and regulatory updates and guidelines) are appropriate. All submissions are double-blind refereed and judged on academic rigour, originality, quality of exposition and relevance to policy and practice. Once accepted, individual articles are typeset, proofed and published online as the Version of Record within an average of 32 days, so that articles can be downloaded and cited earlier.
期刊最新文献
CBDCs, regulated stablecoins and tokenized traditional assets under the Basel Committee rules on cryptoassets All are interesting to invest, I fear of missing out (FOMO): a comparative study among self-employed and salaried investors A law and economic analysis of trading through dark pools Financial liberalisation and illicit financial outflows in African countries: does institutional quality and macroeconomic stability matter? Crossing the lines a human approach to improving the effectiveness of the three lines model in practice
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1