Influence and predictive power of sentiment: Evidence from the lithium market
  • Jeong, Woojin
  • Park, Seongwan
  • Lee, Seungyun
  • Son, Bumho
  • Lee, Jaewook
  • 외 1명
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초록

This study aims to unveil the relationship between the lithium market and sentiment indicators across various levels: market-wide (VIX), industry-specific (DRIV), and individual perspectives (ChatGPT-extracted scores), and to assess their predictive power on lithium prices. Our analysis reveals the significant impact of three sentiments on lithium markets regarding impulse response. Furthermore, VIX primarily serves as a spillover transmitter while others act as receivers concerning spillover transmission. Lastly, we empirically demonstrate the predictive power of VIX, and combining VIX with DRIV further enhances predictive performance. These findings emphasize the importance of sentiments in the lithium market and offer valuable insights for industry stakeholders. © 2024 Elsevier Inc.

키워드

ChatGPTElectronic vehicleImpulse responseLithiumPrice predictionSentimentSpillover effectVIX
제목
Influence and predictive power of sentiment: Evidence from the lithium market
저자
Jeong, WoojinPark, SeongwanLee, SeungyunSon, BumhoLee, JaewookKo, Hyungjin
DOI
10.1016/j.frl.2024.105871
발행일
2024-10
유형
Article
저널명
Finance Research Letters
68