The impact of informed trading on the effectiveness of technical indicators: A behavioral finance perspective

IF 5.3 2区 经济学 Q1 BUSINESS, FINANCE Pacific-Basin Finance Journal Pub Date : 2025-02-18 DOI:10.1016/j.pacfin.2025.102716
Fei Xie , Yi Zhang , Yangyang Yao , Yang Liu , Xiao Chen
{"title":"The impact of informed trading on the effectiveness of technical indicators: A behavioral finance perspective","authors":"Fei Xie ,&nbsp;Yi Zhang ,&nbsp;Yangyang Yao ,&nbsp;Yang Liu ,&nbsp;Xiao Chen","doi":"10.1016/j.pacfin.2025.102716","DOIUrl":null,"url":null,"abstract":"<div><div>This paper introduces a novel approach that bridges the efficacy of technical indicators with the realm of informed trading, positing that the strategic manipulation of these indicators is the linchpin linking the two domains. By developing and utilizing the Proportion of Contrarian (PC) Trades indicator, rooted in behavioral finance principles, and its enhanced counterpart, the Proportion of Contrarian Trades-New (PCN) indicator, this study offers innovative measures of informed trading. Employing a multivariate regression model, the study explores the impact of these indicators on the continuity and profitability of moving average technical indicators. The findings significantly advance the understanding of how informed trading, particularly through large contrarian trades, reduces the continuity of technical signals, thereby increasing short-term market volatility. Furthermore, the study provides robust evidence of how informed traders may manipulate technical indicators to generate misleading signals, which has profound implications for the accuracy of technical analysis. By introducing these innovative indicators and proposing a novel lens through which to view the confluence of technical analysis and informed trading, the study brings a new viewpoint to traditional analytical methods and provides valuable insights to both market participants and regulatory bodies.</div></div>","PeriodicalId":48074,"journal":{"name":"Pacific-Basin Finance Journal","volume":"91 ","pages":"Article 102716"},"PeriodicalIF":5.3000,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Pacific-Basin Finance Journal","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0927538X25000538","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 0

Abstract

This paper introduces a novel approach that bridges the efficacy of technical indicators with the realm of informed trading, positing that the strategic manipulation of these indicators is the linchpin linking the two domains. By developing and utilizing the Proportion of Contrarian (PC) Trades indicator, rooted in behavioral finance principles, and its enhanced counterpart, the Proportion of Contrarian Trades-New (PCN) indicator, this study offers innovative measures of informed trading. Employing a multivariate regression model, the study explores the impact of these indicators on the continuity and profitability of moving average technical indicators. The findings significantly advance the understanding of how informed trading, particularly through large contrarian trades, reduces the continuity of technical signals, thereby increasing short-term market volatility. Furthermore, the study provides robust evidence of how informed traders may manipulate technical indicators to generate misleading signals, which has profound implications for the accuracy of technical analysis. By introducing these innovative indicators and proposing a novel lens through which to view the confluence of technical analysis and informed trading, the study brings a new viewpoint to traditional analytical methods and provides valuable insights to both market participants and regulatory bodies.
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
知情交易对技术指标有效性的影响:行为金融学视角
本文介绍了一种新颖的方法,将技术指标的有效性与知情交易领域联系起来,假设这些指标的战略操纵是连接这两个领域的关键。通过开发和利用基于行为金融学原理的反向交易比例(PC)指标及其增强的反向交易比例-新(PCN)指标,本研究提供了创新的知情交易衡量指标。采用多元回归模型,探讨了这些指标对移动平均技术指标的连续性和盈利能力的影响。研究结果极大地促进了对知情交易的理解,特别是通过大规模的反向交易,如何降低技术信号的连续性,从而增加短期市场波动。此外,该研究还为知情交易者如何操纵技术指标以产生误导性信号提供了强有力的证据,这对技术分析的准确性具有深远的影响。通过引入这些创新的指标,并提出一种新的视角来观察技术分析和知情交易的融合,该研究为传统的分析方法带来了新的视角,并为市场参与者和监管机构提供了有价值的见解。
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
Pacific-Basin Finance Journal
Pacific-Basin Finance Journal BUSINESS, FINANCE-
CiteScore
6.80
自引率
6.50%
发文量
157
期刊介绍: The Pacific-Basin Finance Journal is aimed at providing a specialized forum for the publication of academic research on capital markets of the Asia-Pacific countries. Primary emphasis will be placed on the highest quality empirical and theoretical research in the following areas: • Market Micro-structure; • Investment and Portfolio Management; • Theories of Market Equilibrium; • Valuation of Financial and Real Assets; • Behavior of Asset Prices in Financial Sectors; • Normative Theory of Financial Management; • Capital Markets of Development; • Market Mechanisms.
期刊最新文献
Why do mutual funds hold ESG? Evidence from China ETF ownership and corporate default risk: Evidence from Chinese stock market1 Forecasting stock market volatility with policy focus shifting: A GARCH-MIDAS model combined with machine learning approaches Shadow banking coordinated supervision and systemic risk control: Empirical evidence from the New Asset Management Regulation Day trading and illiquidity premia: Evidence from China
×
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:604180095
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