Understanding Intraday Oil Price Dynamics during the COVID-19 Pandemic: New Evidence from Oil and Stock Investor Sentiments
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作者:
Madani, Mohamed Arbi
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机构:
INSEEC Grande Ecole, Omnes Educ, Paris, FranceINSEEC Grande Ecole, Omnes Educ, Paris, France
Madani, Mohamed Arbi
[1
]
Ftiti, Zied
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机构:
EDC Paris Business Sch, OCRE Res Lab, Res, Paris, France
EDC PBS 74-80 Rue Roque de Fillol, F-92807 Puteaux La Defense, FranceINSEEC Grande Ecole, Omnes Educ, Paris, France
Ftiti, Zied
[2
,3
]
机构:
[1] INSEEC Grande Ecole, Omnes Educ, Paris, France
[2] EDC Paris Business Sch, OCRE Res Lab, Res, Paris, France
[3] EDC PBS 74-80 Rue Roque de Fillol, F-92807 Puteaux La Defense, France
Social media;
News;
Nonlinear;
Long memory;
Causality;
HAR model;
Forecast;
EMPIRICAL MODE DECOMPOSITION;
TIME;
PERFORMANCE;
VOLATILITY;
RETURNS;
MARKETS;
IMPACT;
MONEY;
VMD;
D O I:
10.5547/01956574.45.3.mmad
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
This study employed intraday stock market and oil investor sentiment data related to news and social media (i.e., the Thomson Reuters MarketPsych Indices [TRMI] sentiment index) to gauge investors' interest in the West Texas Intermediate (WTI) crude oil futures market during the recent health crisis. We proposed an original nonlinear empirical framework by considering oil price dynamics' complexity and its potential interaction with investor sentiment. The analysis revealed three noteworthy findings. First, we observed evidence of nonlinearity in the relationship between excess returns on WTI crude oil futures and investor sentiment data. Second, the causality direction moved only from oil and stock market investor sentiment to oil returns. Third, the impacts of oil and stock market sentiment data on crude oil returns (i.e., volatility) were always negative. Furthermore, sentiment data related to social media showed a more pronounced cross-correlation than that of news.
机构:
Zhongnan Univ Econ & Law, Sch Accounting, Wuhan, Peoples R ChinaZhongnan Univ Econ & Law, Sch Accounting, Wuhan, Peoples R China
Wang, Hua
Xu, Liao
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机构:
Zhejiang Gongshang Univ, Int Business Sch, Hangzhou, Peoples R China
Zhejiang Gongshang Univ, Collaborat Innovat Ctr Stat Data Technol & Applic, Hangzhou, Peoples R ChinaZhongnan Univ Econ & Law, Sch Accounting, Wuhan, Peoples R China
Xu, Liao
Sharma, Susan Sunila
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h-index: 0
机构:
Deakin Univ, Deakin Business Sch, Dept Finance, Melbourne, Vic, AustraliaZhongnan Univ Econ & Law, Sch Accounting, Wuhan, Peoples R China
机构:
Chiang Mai Univ, Business Sch, 239 Huay Kaew Rd, Chiang Mai 50200, ThailandChiang Mai Univ, Business Sch, 239 Huay Kaew Rd, Chiang Mai 50200, Thailand
Rupp, Anin
Limpaphayom, Piman
论文数: 0引用数: 0
h-index: 0
机构:
Portland State Univ, Sch Business, Portland, OR USA
Chulalongkorn Univ, Sasin Sch Management, Bangkok, ThailandChiang Mai Univ, Business Sch, 239 Huay Kaew Rd, Chiang Mai 50200, Thailand
机构:
Univ Western Australia, UWA Business Sch, Perth, Australia
Chulalongkorn Univ, Sasin Sch Management, Bangkok, ThailandThammasat Univ, Thammasat Business Sch, Dept Finance, Bangkok, Thailand