Unveiling the Nexus Between Crises, Investor Sentiment, and Volatility of Tourism-Related Stocks: Empirical Findings From Pakistan

IF 2 4区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Sage Open Pub Date : 2024-08-06 DOI:10.1177/21582440241256236
Aziz Ullah, He Biao, Assad Ullah
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Abstract

This study investigates the predictive power of sentiment metrics concerning the volatility of tourism-related stocks listed on the Pakistan Stock Exchange (PSX) during recent crises. We employed univariate and multivariate GARCH-family econometric models to analyze daily data collected from March 2020 to April 2023. The data is categorized into two periods: A (COVID-19 until February 2022) and B (the vote of no-confidence motion until April 2023). The findings indicate that Market Sentiment (MS) plays a more significant role than individual sentiment in predicting stock price volatility and negatively impacts return volatility. During period A, the Fear Index (FI) and in B, economic policy uncertainty (EPU) were identified as factors contributing to increased fluctuation in tourism-related stocks. Additionally, MS exhibited a heightened level of bearishness compared to the COVID-19 era. The multivariate BEKK-GARCH analysis revealed that MS past volatility negatively spillover onto the current conditional volatility of PSX firms. This highlights the paramount importance of MS in understanding stock price fluctuations in the PSX. Interestingly, the technology sector exhibited lower sensitivity across the analysis. This study provides valuable insights for decision-makers by elucidating the principles of behavioral finance theory within the context of the PSX. They should prioritize long-term strategies to institutionalize investors, enhance their emotional intelligence, and mitigate psychological biases in the market.
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揭示危机、投资者情绪与旅游相关股票波动之间的联系:巴基斯坦的经验发现
本研究调查了在巴基斯坦证券交易所(PSX)上市的旅游相关股票在近期危机期间波动的情绪指标预测能力。我们采用了单变量和多变量 GARCH-family计量经济模型来分析从 2020 年 3 月至 2023 年 4 月收集的每日数据。数据分为两个时期:A(COVID-19 至 2022 年 2 月)和 B(不信任动议投票至 2023 年 4 月)。研究结果表明,在预测股价波动方面,市场情绪(MS)比个人情绪发挥着更重要的作用,并对回报波动产生负面影响。在 A 阶段,恐惧指数(FI)和 B 阶段的经济政策不确定性(EPU)被认为是导致旅游相关股票波动加剧的因素。此外,与 COVID-19 时期相比,MS 表现出更高的看跌水平。多变量 BEKK-GARCH 分析显示,MS 过去的波动性对 PSX 公司当前的条件波动性具有负溢出效应。这凸显了 MS 对于理解 PSX 股价波动的重要性。有趣的是,科技板块在整个分析中表现出较低的敏感性。本研究在 PSX 的背景下阐明了行为金融理论的原则,为决策者提供了宝贵的见解。他们应优先考虑长期战略,使投资者制度化,提高他们的情商,减少市场中的心理偏差。
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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来源期刊
Sage Open
Sage Open SOCIAL SCIENCES, INTERDISCIPLINARY-
CiteScore
3.40
自引率
5.00%
发文量
721
审稿时长
12 weeks
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