IS INSIDER TRADING SUCCESSFUL? AN EXTENSIVE ANALYSIS WITH BUYING AND SELLING EVIDENCE

D. Santos, P. Gama
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Abstract

: Purpose The goal of the present study is to first, understand the market timing capabilities of a set of internal stakeholders while trading (buying and selling) stock, and second, shed some light on some of the characteristics that make them (or not) successful. Design/methodology/approach We use a relative transaction price approach (RTP) on 842 aggregated trades coming from insiders. These were taken from publicly disclosed information available on the Portuguese regulator. Furthermore, we use a median regression-based method to infer on our conclusions. We find that insiders buy (sell) at a relatively lower (higher) price when compared to other traders. This shows signs of market timing capabilities. Furthermore, from the studied characteristics, neither the frequency nor gender are good predictors for performance, but the seniority in the organization can help us to understand that some insiders, mostly on the managerial level, might have an edge. Overall, we also find that insiders’ trades made OTC generally overperform the ones made on the open market. At last, we find that insiders did not lose any performance during the Portuguese bailout period. By using a thorough analytical approach and a never-used sample of trading data, comprising both buying and selling trades at high-frequency (daily) level, we build on the literature of insider trading as well as on the knowledge around the effects of trading on the open market vs. OTC. We also make yet another contribute towards the literature around the Portuguese bailout effect.
内幕交易成功吗?有买卖证据的广泛分析
本研究的目的是首先,了解一组内部利益相关者在交易(买卖)股票时的市场时机选择能力,其次,揭示一些使他们成功(或不成功)的特征。设计/方法/方法我们对来自内部人士的842笔累计交易使用相对交易价格方法(RTP)。这些数据来自葡萄牙监管机构公开披露的信息。此外,我们使用基于中位数回归的方法来推断我们的结论。我们发现,与其他交易者相比,内部人士以相对较低(较高)的价格买入(卖出)。这显示了市场择时能力的迹象。此外,从研究的特征来看,频率和性别都不能很好地预测绩效,但组织中的资历可以帮助我们理解一些内部人员,主要是管理层,可能具有优势。总体而言,我们还发现场外交易的内幕交易通常优于公开市场的内幕交易。最后,我们发现内部人士在葡萄牙救助期间没有损失任何业绩。通过使用彻底的分析方法和从未使用过的交易数据样本,包括高频(每日)水平的买入和卖出交易,我们建立在内幕交易文献的基础上,以及围绕公开市场交易与场外交易的影响的知识。我们还对有关葡萄牙纾困效应的文献做出了另一项贡献。
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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