Javascript must be enabled to continue!
Do News Headlines Matter in the Cryptocurrency Market?
View through CrossRef
The paper examines the influence of investor sentiment based on news headlines on the Cryptocurrency Market Index and ten individual cryptocurrency returns. We capture investors’ sentiment from cryptocurrency-specific news headlines. We use a lexicon-based Natural Language Processing (NLP) technique to construct a unique sentiment indicator, and the sentiment scores are generated using two financial dictionaries: Henry(2008)(HE) and Loughran and Mcdonald(2011)(LM). The findings of the study show that news sentiment has a significant impact on cryptocurrency returns. When the investors’ sentiment is optimistic or bullish, the cryptocurrency market experiences herding behaviour, leading to an increase in prices. The diverse and heterogeneous nature of the various cryptocurrencies causes each individual cryptocurrency to respond differently to sentiment. Further, we see that sentiment has a more pronounced impact on young, small, and volatile cryptocurrencies. Our study is among the few studies that use cryptocurrency-specific news headlines rather than news bodies to build a news sentiment indicator.
Title: Do News Headlines Matter in the Cryptocurrency Market?
Description:
The paper examines the influence of investor sentiment based on news headlines on the Cryptocurrency Market Index and ten individual cryptocurrency returns.
We capture investors’ sentiment from cryptocurrency-specific news headlines.
We use a lexicon-based Natural Language Processing (NLP) technique to construct a unique sentiment indicator, and the sentiment scores are generated using two financial dictionaries: Henry(2008)(HE) and Loughran and Mcdonald(2011)(LM).
The findings of the study show that news sentiment has a significant impact on cryptocurrency returns.
When the investors’ sentiment is optimistic or bullish, the cryptocurrency market experiences herding behaviour, leading to an increase in prices.
The diverse and heterogeneous nature of the various cryptocurrencies causes each individual cryptocurrency to respond differently to sentiment.
Further, we see that sentiment has a more pronounced impact on young, small, and volatile cryptocurrencies.
Our study is among the few studies that use cryptocurrency-specific news headlines rather than news bodies to build a news sentiment indicator.
Related Results
Comparing Social and Print Media News Headlines: A Critical Discourse Analysis
Comparing Social and Print Media News Headlines: A Critical Discourse Analysis
The clickbait content creation strategy on social media differs from the techniques used to construct headlines in traditional print media. Social media content creators generate t...
News event
News event
When analyzing news media data with automated content analysis techniques, studies often aggregate their measures at the article level (Nicholls & Bright, 2019). However, many ...
Regulation of Cryptocurrency and its Implication for Financial Stability. A Qualitative Analysis
Regulation of Cryptocurrency and its Implication for Financial Stability. A Qualitative Analysis
The Great Recession of 2007-2009 was preceded by decades of deregulation, reduced supervision, and growing belief in self-regulation. Today, the cryptocurrency markets operate in a...
Types of Media Outlets (Formats and Genre)
Types of Media Outlets (Formats and Genre)
“Types of media outlets”, often referred to as “media type” or “medium type”, is a variable that is widely used for content analyses of news media. The variable indicates which med...
TYPES OF CRYPTOCURRENCY WALLETS
TYPES OF CRYPTOCURRENCY WALLETS
Purpose. The aim of the article is to study types of cryptocurrency wallets, their features and advantages.
Methodology of research. The following special research methods were us...
ANALYSIS OF LINGUISTICS FEATURE IN THE NEW YORK TIMES NEWS HEADLINES
ANALYSIS OF LINGUISTICS FEATURE IN THE NEW YORK TIMES NEWS HEADLINES
This research is about the analysis of linguistic features and types of news headlines in articles at New York Times. The purpose of this research is to find out the types of news ...
Cryptocurrency Tracker Using ReactJs
Cryptocurrency Tracker Using ReactJs
It is a web-application developed by using ReactJS, in this application we can see the cryptocurrency live stats and all the cryptocurrency market cap, We can also see the change o...
The Impact of Market Sentiment on Cryptocurrency Investment
The Impact of Market Sentiment on Cryptocurrency Investment
Market sentiment refers to the overall feeling of investors and traders have about the state of the market or the price action of a particular asset. The descriptive study focused ...

