IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v88y2023icp799-814.html
   My bibliography  Save this article

Don't miss out on NFTs?! A sentiment-based analysis of the early NFT market

Author

Listed:
  • Horky, Florian
  • Dubbick, Lili
  • Rhein, Franziska
  • Fidrmuc, Jarko

Abstract

This study investigates the impact of Twitter sentiment on the Non-Fungible Token (NFT) market. Using a dataset of over 5 million English-language tweets on NFTs, we calculate a daily sentiment index and link it to NFT sales and trading volume. Applying wavelet analysis and DCC-GJR-GARCH models, we analyze the NFT market, characterized by multiple bubbles and high volatility. The findings reveal Twitter's significance as a primary source of information for a broad audience. Moreover, the study contributes to the literature by examining the role of Twitter sentiment in the NFT market's development. Additionally, the study indicates weak links between established cryptocurrencies and the NFT market. Based on our findings, we recommend that traders and policymakers use social media activities to monitor new digital markets.

Suggested Citation

  • Horky, Florian & Dubbick, Lili & Rhein, Franziska & Fidrmuc, Jarko, 2023. "Don't miss out on NFTs?! A sentiment-based analysis of the early NFT market," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 799-814.
    • Handle: RePEc:eee:reveco:v:88:y:2023:i:c:p:799-814
    DOI: 10.1016/j.iref.2023.07.016
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056023002265
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.iref.2023.07.016?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Chalmers, Dominic & Fisch, Christian & Matthews, Russell & Quinn, William & Recker, Jan, 2022. "Beyond the bubble: Will NFTs and digital proof of ownership empower creative industry entrepreneurs?," Journal of Business Venturing Insights, Elsevier, vol. 17(C).
    2. Florian Horky & Mihai Mutascu & Jarko Fidrmuc, 2021. "Pandemic Versus Financial Shocks: Comparison of Two Episodes on the Bitcoin Market," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot GmbH, Berlin, vol. 67(2), pages 113-141.
    3. Chandra, Yanto, 2022. "Non-fungible token-enabled entrepreneurship: A conceptual framework," Journal of Business Venturing Insights, Elsevier, vol. 18(C).
    4. Mokni, Khaled & Bouteska, Ahmed & Nakhli, Mohamed Sahbi, 2022. "Investor sentiment and Bitcoin relationship: A quantile-based analysis," The North American Journal of Economics and Finance, Elsevier, vol. 60(C).
    5. Belk, Russell & Humayun, Mariam & Brouard, Myriam, 2022. "Money, possessions, and ownership in the Metaverse: NFTs, cryptocurrencies, Web3 and Wild Markets," Journal of Business Research, Elsevier, vol. 153(C), pages 198-205.
    6. Kraaijeveld, Olivier & De Smedt, Johannes, 2020. "The predictive power of public Twitter sentiment for forecasting cryptocurrency prices," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 65(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shannon, Darren & Dowling, Michael & Zhaf, Marjan & Sheehan, Barry, 2024. "Dutch auction dynamics in non-fungible token (NFT) markets," Economic Modelling, Elsevier, vol. 141(C).
    2. Yunfei Xing & Justin Z. Zhang & Yuming He & Yueqi Li, 2025. "Toward an ecosystem of non-fungible tokens from mapping public opinions on social media," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-24, December.
    3. Ghosh, Indranil & Alfaro-Cortés, Esteban & Gámez, Matías & García-Rubio, Noelia, 2024. "Reflections of public perception of Russia-Ukraine conflict and Metaverse on the financial outlook of Metaverse coins: Fresh evidence from Reddit sentiment analysis," International Review of Financial Analysis, Elsevier, vol. 93(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Li, Sen & Chen, Yan, 2024. "Governing decentralized autonomous organizations as digital commons," Journal of Business Venturing Insights, Elsevier, vol. 21(C).
    2. Ante, Lennart & Wazinski, Friedrich-Philipp & Saggu, Aman, 2023. "Digital real estate in the metaverse: An empirical analysis of retail investor motivations," Finance Research Letters, Elsevier, vol. 58(PA).
    3. Kotiloglu, Serhan & Ometto, M. Paola, 2024. "An exploratory look at the role of ownership in initial coin offerings (ICO): Different audiences and ICO success," Journal of Business Venturing Insights, Elsevier, vol. 21(C).
    4. Gunay, Samet & Sraieb, Mohamed M. & Muhammed, Shahnawaz, 2024. "Decrypting Metaverse crypto Market: A nonlinear analysis of investor sentiment," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    5. Nobanee, Haitham & Ellili, Nejla Ould Daoud, 2023. "Non-fungible tokens (NFTs): A bibliometric and systematic review, current streams, developments, and directions for future research," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 460-473.
    6. Ştefan Cristian Gherghina & Liliana Nicoleta Simionescu, 2023. "Exploring the asymmetric effect of COVID-19 pandemic news on the cryptocurrency market: evidence from nonlinear autoregressive distributed lag approach and frequency domain causality," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-58, December.
    7. Rami Alkhudary & Bertrand Belvaux & Nathalie Guibert, 2023. "Understanding non-fungible tokens (NFTs): insights on consumption practices and a research agenda," Marketing Letters, Springer, vol. 34(2), pages 321-336, June.
    8. Bouteska, Ahmed & Hajek, Petr & Abedin, Mohammad Zoynul & Dong, Yizhe, 2023. "Effect of twitter investor engagement on cryptocurrencies during the COVID-19 pandemic," Research in International Business and Finance, Elsevier, vol. 64(C).
    9. Weking, Jörg & Desouza, Kevin C. & Fielt, Erwin & Kowalkiewicz, Marek, 2023. "Metaverse-enabled entrepreneurship," Journal of Business Venturing Insights, Elsevier, vol. 19(C).
    10. Wannow, Stefanie & Beck, Chiara, 2023. "Marketing in the Metaverse: Exploring marketing opportunities and potential pitfalls," PraxisWISSEN Marketing: German Journal of Marketing, AfM – Arbeitsgemeinschaft für Marketing, vol. 8(01/2023), pages 57-76.
    11. Proelss, Juliane & Sévigny, Stéphane & Schweizer, Denis, 2023. "GameFi: The perfect symbiosis of blockchain, tokens, DeFi, and NFTs?," International Review of Financial Analysis, Elsevier, vol. 90(C).
    12. Lee, Crystal T. & Shen, Yung-Cheng, 2024. "Exploring determinants of non-fungible token creators’ engagement behaviors on metaverse-based NFT platforms: A multi-analytical SEM-IPMA method," Journal of Business Research, Elsevier, vol. 185(C).
    13. Li, Sen & Chen, Yan, 2023. "How nonfungible tokens empower business model innovation," Business Horizons, Elsevier, vol. 66(4), pages 543-554.
    14. Wang, Jying-Nan & Liu, Hung-Chun & Hsu, Yuan-Teng, 2024. "A U-shaped relationship between the crypto fear-greed index and the price synchronicity of cryptocurrencies," Finance Research Letters, Elsevier, vol. 59(C).
    15. Dulani Jayasuriya & Alexandra Sims, 2023. "Not So New Kid on the Block: Accounting and Valuation Aspects of Non-Fungible Tokens (NFTs)," JRFM, MDPI, vol. 16(11), pages 1-24, October.
    16. Lim, Weng Marc & Kumar, Satish & Donthu, Naveen, 2024. "How to combine and clean bibliometric data and use bibliometric tools synergistically: Guidelines using metaverse research," Journal of Business Research, Elsevier, vol. 182(C).
    17. Ahmed, Walid M.A., 2022. "Robust drivers of Bitcoin price movements: An extreme bounds analysis," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    18. Liu, Chih-Hsing & Dong, Tse-Ping & Vu, Ho Tran, 2023. "Transformed virtual concepts into reality: Linkage the viewpoint of entrepreneurial passion, technology adoption propensity and advantage to usage intention," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    19. Man-Fai Leung & Lewis Chan & Wai-Chak Hung & Siu-Fung Tsoi & Chun-Hin Lam & Yiu-Hang Cheng, 2023. "An Intelligent System for Trading Signal of Cryptocurrency Based on Market Tweets Sentiments," FinTech, MDPI, vol. 2(1), pages 1-17, March.
    20. Gaies, Brahim & Nakhli, Mohamed Sahbi & Sahut, Jean-Michel & Schweizer, Denis, 2023. "Interactions between investors’ fear and greed sentiment and Bitcoin prices," The North American Journal of Economics and Finance, Elsevier, vol. 67(C).

    More about this item

    Keywords

    NFTs; Digital finance; Crypto markets; Sentiments; Social media activity;
    All these keywords.

    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:reveco:v:88:y:2023:i:c:p:799-814. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620165 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.