52周高点变动对动量利润的影响:来自台湾的证据

Li-Chuan Liao, Tzu-Pu Chang, Ping-Huang Wang
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引用次数: 0

摘要

目的:本文旨在研究52周高点价格变动对52周高动量策略的影响。本研究将52周高点的向上或向下运动视为一种更新效应,并确定这种效应如何影响原始52周高动量策略的盈利能力。设计/方法/途径:本文将股票价格与52周高点的比率分解为价格变动和更新两个组成部分。我们构建了两种动量策略,每一种策略都侧重于调整价格变化或更新成分。此外,我们采用投资组合方法和Fama-MacBeth回归分析来调查每个提议的动量策略的盈利能力。研究发现:实证结果表明,从原52周高位测度中剔除价格变动分量(更新分量)可以增加(减少)动量利润,表明更新分量主导价格变动分量。此外,我们的分析表明,当股价与52周高点的高比率是由向下更新事件驱动时,随后的赢家投资组合的积极势头更加强劲。研究局限与启示:本文以台湾股市为研究对象,探讨52周高点变动对动量策略的影响。研究结果表明,考虑52周高点的更新效应可以提高原始动量策略的盈利能力。然而,值得注意的是,这一结论目前仅限于相对低效的股票市场。对相对有效市场的影响仍然是一个需要进一步研究以全面理解的领域。原创性/价值:金融文献普遍认为52周高点是影响投资者交易心理的参考点。大量实证研究证实了52周高动量投资策略的盈利能力。然而,这些研究并没有彻底探讨52周高动量策略范围内价格变动的含义和影响。考虑到行为视角,本文认为52周高点的更新会影响投资者的注意力,进而影响动量策略的盈利能力。
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The Effect of the Movement in 52-Week High on Momentum Profit: The Evidence from Taiwan
Purpose: This paper aims to examine the impact of price movements in 52-week highs on a 52-week high momentum strategy. This study refers to the upward or downward movement in 52- week highs as an updating effect and determines how this effect influences the profitability of the original 52-week high momentum strategy. Design/methodology/approach: This paper decomposes the ratio of stock price to 52-week high into denoted two components: price change and updating components. We construct two momentum strategies, each focusing on adjusting either the price change or the updating component. Additionally, we employ a portfolio approach and Fama-MacBeth regression analysis to investigate the profitability of each proposed momentum strategy. Findings: The empirical results reveal that removing the price change component (updating component) from the original 52-week high measure can increases (decreases) the momentum profit, implying that the updating component dominates the price change component. Moreover, our analysis shows that when a high ratio of stock price to 52-week high is driven by a downward updating event, the subsequent positive momentum for a winner portfolio is more substantial. Research limitations/implications: This paper investigates the influence of 52-week highs movement on momentum strategies, utilizing data from Taiwan stock market. The findings reveal that accounting for the updating effect of 52-week highs can enhance the profitability of the original momentum strategy. However, it is important to note that this conclusion is currently limited to relatively inefficient stock markets. The impact on relatively efficient markets remains an area that requires further research for a comprehensive understanding. Originality/value: The finance literature widely acknowledges the 52-week high price as a reference point that can impact investors' trading psychology. Numerous empirical studies have confirmed the profitability of the 52-week high momentum investing strategy. However, these studies have not thoroughly explored the implications and effects of price movements within the scope of a 52-week high momentum strategy. Taking behavioral perspectives into account, this paper considers that the updating of 52-week high prices can influence investors' attention and subsequently impact the profitability of the momentum strategy.
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