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Consumer confidence and cryptocurrency excess returns: A three-factor model

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  • Peng, Sanshao
  • Shams, Syed
  • Prentice, Catherine
  • Sarker, Tapan

Abstract

This study examined the relation between consumer confidence and cryptocurrency excess returns using a three-factor model of market, size and momentum. We analysed a dataset comprising 3318 cryptocurrencies from 1 January 2014 to 31 December 2022 based on the CoinMarketCap website. Results indicate a significant negative relation between the United States Consumer Confidence Index and cryptocurrency excess returns. The findings were reinforced based on robustness tests. This study contributes to consumer behaviour research and financial management within the cryptocurrency market. It also provides valuable insights for investors to strengthen their investment portfolios and for relevant authorities seeking to formulate effective policies for monitoring the cryptocurrency market.

Suggested Citation

  • Peng, Sanshao & Shams, Syed & Prentice, Catherine & Sarker, Tapan, 2024. "Consumer confidence and cryptocurrency excess returns: A three-factor model," Global Finance Journal, Elsevier, vol. 62(C).
    • Handle: RePEc:eee:glofin:v:62:y:2024:i:c:s1044028324001017
    DOI: 10.1016/j.gfj.2024.101029
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    1. Stephane Dees & Pedro Soares Brinca, 2013. "Consumer confidence as a predictor of consumption spending: Evidence for the United States and the Euro area," International Economics, CEPII research center, issue 134, pages 1-14.
    2. Akyildirim, Erdinc & Aysan, Ahmet Faruk & Cepni, Oguzhan & Darendeli, S. Pinar Ceyhan, 2021. "Do investor sentiments drive cryptocurrency prices?," Economics Letters, Elsevier, vol. 206(C).
    3. Philippas, Dionisis & Rjiba, Hatem & Guesmi, Khaled & Goutte, Stéphane, 2019. "Media attention and Bitcoin prices," Finance Research Letters, Elsevier, vol. 30(C), pages 37-43.
    4. Chen, Rongxin & Lepori, Gabriele M. & Tai, Chung-Ching & Sung, Ming-Chien, 2022. "Can salience theory explain investor behaviour? Real-world evidence from the cryptocurrency market," International Review of Financial Analysis, Elsevier, vol. 84(C).
    5. Pavel Ciaian & Miroslava Rajcaniova & d’Artis Kancs, 2016. "The economics of BitCoin price formation," Applied Economics, Taylor & Francis Journals, vol. 48(19), pages 1799-1815, April.
    6. Yechen Zhu & David Dickinson & Jianjun Li, 2017. "Erratum to: Analysis on the influence factors of Bitcoin’s price based on VEC model," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-1, December.
    7. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    8. Antonis Ballis & Thanos Verousis, 2022. "Behavioural finance and cryptocurrencies," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 14(4), pages 545-562, June.
    9. Kourtidis, Dimitrios & Šević, Željko & Chatzoglou, Prodromos, 2011. "Investors’ trading activity: A behavioural perspective and empirical results," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(5), pages 548-557.
    10. repec:eme:sef000:sef-09-2020-0385 is not listed on IDEAS
    11. Bakhtiar, Tiam & Luo, Xiaojun & Adelopo, Ismail, 2023. "Network effects and store-of-value features in the cryptocurrency market," Technology in Society, Elsevier, vol. 74(C).
    12. Yang, Ming-Yuan & Wang, Chengjin & Wu, Zhen-Guo & Wu, Xin & Zheng, Chengsi, 2023. "Influential risk spreaders and their contribution to the systemic risk in the cryptocurrency network," Finance Research Letters, Elsevier, vol. 57(C).
    13. Aslanidis, Nektarios & Bariviera, Aurelio F. & López, Óscar G., 2022. "The link between cryptocurrencies and Google Trends attention," Finance Research Letters, Elsevier, vol. 47(PA).
    14. Wang, Brian Yutao & Duan, Mengran & Liu, Guangqiang, 2021. "Does the power gap between a chairman and CEO matter? Evidence from corporate debt financing in China," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    15. Ross C Phillips & Denise Gorse, 2018. "Cryptocurrency price drivers: Wavelet coherence analysis revisited," PLOS ONE, Public Library of Science, vol. 13(4), pages 1-21, April.
    16. Bakas, Dimitrios & Magkonis, Georgios & Oh, Eun Young, 2022. "What drives volatility in Bitcoin market?," Finance Research Letters, Elsevier, vol. 50(C).
    17. Zhang, Wei & Li, Yi & Xiong, Xiong & Wang, Pengfei, 2021. "Downside risk and the cross-section of cryptocurrency returns," Journal of Banking & Finance, Elsevier, vol. 133(C).
    18. Pradipta Kumar Sahoo, 2021. "COVID-19 pandemic and cryptocurrency markets: an empirical analysis from a linear and nonlinear causal relationship," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 38(2), pages 454-468, March.
    19. Pradipta Kumar Sahoo, 2020. "Convergence Patterns In Cryptocurrency Markets: Evidence From Club Convergence," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 20(04), pages 1-10, December.
    20. Sarkodie, Samuel Asumadu & Ahmed, Maruf Yakubu & Owusu, Phebe Asantewaa, 2022. "COVID-19 pandemic improves market signals of cryptocurrencies–evidence from Bitcoin, Bitcoin Cash, Ethereum, and Litecoin," Finance Research Letters, Elsevier, vol. 44(C).
    21. Rubbaniy, Ghulame & Tee, Kienpin & Iren, Perihan & Abdennadher, Sonia, 2022. "Investors’ mood and herd investing: A quantile-on-quantile regression explanation from crypto market," Finance Research Letters, Elsevier, vol. 47(PA).
    22. Geetika Madaan & Sanjeet Singh, 2019. "An Analysis of Behavioral Biases in Investment Decision-Making," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 10(4), pages 55-67, July.
    23. repec:cii:cepiei:2013-q2-134-1 is not listed on IDEAS
    24. Chad Albrecht & Kristopher McKay Duffin & Steven Hawkins & Victor Manuel Morales Rocha, 2019. "The use of cryptocurrencies in the money laundering process," Journal of Money Laundering Control, Emerald Group Publishing Limited, vol. 22(2), pages 210-216, May.
    25. Yen, Kuang-Chieh & Cheng, Hui-Pei, 2021. "Economic policy uncertainty and cryptocurrency volatility," Finance Research Letters, Elsevier, vol. 38(C).
    26. Cheung, Adrian (Wai Kong), 2016. "Corporate social responsibility and corporate cash holdings," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 412-430.
    27. Tanweer Ul Islam & Muhammad Naeem Mumtaz, 2016. "Consumer Confidence Index and Economic Growth: An Empirical Analysis of EU Countries," EuroEconomica, Danubius University of Galati, issue 2(35), pages 17-22, November.
    28. Elena Ferrer & Julie Salaber & Anna Zalewska, 2016. "Consumer confidence indices and stock markets' meltdowns," The European Journal of Finance, Taylor & Francis Journals, vol. 22(3), pages 195-220, February.
    29. Bachar FAKHRY, 2016. "A Literature Review of Behavioural Finance," Journal of Economics Library, KSP Journals, vol. 3(3), pages 458-465, September.
    30. Liu, Weiyi & Liang, Xuan & Cui, Guowei, 2020. "Common risk factors in the returns on cryptocurrencies," Economic Modelling, Elsevier, vol. 86(C), pages 299-305.
    31. Brauneis, Alexander & Mestel, Roland, 2018. "Price discovery of cryptocurrencies: Bitcoin and beyond," Economics Letters, Elsevier, vol. 165(C), pages 58-61.
    32. Shahzad, Syed Jawad Hussain & Anas, Muhammad & Bouri, Elie, 2022. "Price explosiveness in cryptocurrencies and Elon Musk's tweets," Finance Research Letters, Elsevier, vol. 47(PB).
    33. González, Maria de la O. & Jareño, Francisco & Skinner, Frank S., 2021. "Asymmetric interdependencies between large capital cryptocurrency and Gold returns during the COVID-19 pandemic crisis," International Review of Financial Analysis, Elsevier, vol. 76(C).
    34. Fama, Eugene F. & French, Kenneth R., 2012. "Size, value, and momentum in international stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 457-472.
    35. Colon, Francisco & Kim, Chaehyun & Kim, Hana & Kim, Wonjoon, 2021. "The effect of political and economic uncertainty on the cryptocurrency market," Finance Research Letters, Elsevier, vol. 39(C).
    36. Wei Zhang & Yi Li, 2023. "Liquidity risk and expected cryptocurrency returns," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 472-492, January.
    37. Salhin, Ahmed & Sherif, Mohamed & Jones, Edward, 2016. "Managerial sentiment, consumer confidence and sector returns," International Review of Financial Analysis, Elsevier, vol. 47(C), pages 24-38.
    38. Corbet, Shaen & Lucey, Brian & Urquhart, Andrew & Yarovaya, Larisa, 2019. "Cryptocurrencies as a financial asset: A systematic analysis," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 182-199.
    39. E. Kilic & S. Cankaya, 2016. "Consumer confidence and economic activity: a factor augmented VAR approach," Applied Economics, Taylor & Francis Journals, vol. 48(32), pages 3062-3080, July.
    40. Cetin Ciner, 2014. "The Time Varying Relation Between Consumer Confidence and Equities," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 15(4), pages 312-317, October.
    41. Caferra, Rocco & Vidal-Tomás, David, 2021. "Who raised from the abyss? A comparison between cryptocurrency and stock market dynamics during the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 43(C).
    42. Baur, Dirk G. & Dimpfl, Thomas & Kuck, Konstantin, 2018. "Bitcoin, gold and the US dollar – A replication and extension," Finance Research Letters, Elsevier, vol. 25(C), pages 103-110.
    43. Shen, Dehua & Urquhart, Andrew & Wang, Pengfei, 2019. "Does twitter predict Bitcoin?," Economics Letters, Elsevier, vol. 174(C), pages 118-122.
    44. Yechen Zhu & David Dickinson & Jianjun Li, 2017. "Analysis on the influence factors of Bitcoin’s price based on VEC model," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-13, December.
    45. Yi, Shuyue & Xu, Zishuang & Wang, Gang-Jin, 2018. "Volatility connectedness in the cryptocurrency market: Is Bitcoin a dominant cryptocurrency?," International Review of Financial Analysis, Elsevier, vol. 60(C), pages 98-114.
    46. Koy AYBEN & Akkaya MURAT, 2017. "The Role of Consumer Confidence as a Leading Indicator on Stock Returns: A Markov Switching Approach," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 1, pages 36-47.
    47. Shen, Dehua & Urquhart, Andrew & Wang, Pengfei, 2020. "A three-factor pricing model for cryptocurrencies," Finance Research Letters, Elsevier, vol. 34(C).
    48. Han, Myat Su & Hampson, Daniel Peter & Wang, Yonggui & Wang, Hong, 2022. "Consumer confidence and green purchase intention: An application of the stimulus-organism-response model," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    49. Dunbar, Kwamie & Owusu-Amoako, Johnson, 2022. "Hedging the extreme risk of cryptocurrency," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
    50. Jia, Boxiang & Goodell, John W. & Shen, Dehua, 2022. "Momentum or reversal: Which is the appropriate third factor for cryptocurrencies?," Finance Research Letters, Elsevier, vol. 45(C).
    51. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    52. Hollanders, David & Vliegenthart, Rens, 2011. "The influence of negative newspaper coverage on consumer confidence: The Dutch case," Journal of Economic Psychology, Elsevier, vol. 32(3), pages 367-373, June.
    53. Shahid Shayaa & Sulaiman Ainin & Noor Ismawati Jaafar & Shamsul Bahri Zakaria & Seuk Wai Phoong & Wai Chung Yeong & Mohammed Ali Al-Garadi & Ashraf Muhammad & Arsalan Zahid Piprani, 2018. "Linking consumer confidence index and social media sentiment analysis," Cogent Business & Management, Taylor & Francis Journals, vol. 5(1), pages 1509424-150, January.
    54. Shittu, Waliu & Adedoyin, Festus Fatai & Shah, Muhammad Ibrahim & Musibau, Hammed Oluwaseyi, 2021. "An investigation of the nexus between natural resources, environmental performance, energy security and environmental degradation: Evidence from Asia," Resources Policy, Elsevier, vol. 73(C).
    55. Ante, Lennart, 2023. "How Elon Musk's Twitter activity moves cryptocurrency markets," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
    56. Jansen, W. Jos & Nahuis, Niek J., 2003. "The stock market and consumer confidence: European evidence," Economics Letters, Elsevier, vol. 79(1), pages 89-98, April.
    57. Shiu-Sheng Chen, 2012. "Consumer confidence and stock returns over market fluctuations," Quantitative Finance, Taylor & Francis Journals, vol. 12(10), pages 1585-1597, October.
    58. Bouri, Elie & Lau, Chi Keung Marco & Lucey, Brian & Roubaud, David, 2019. "Trading volume and the predictability of return and volatility in the cryptocurrency market," Finance Research Letters, Elsevier, vol. 29(C), pages 340-346.
    59. Agosto, Arianna & Cerchiello, Paola & Pagnottoni, Paolo, 2022. "Sentiment, Google queries and explosivity in the cryptocurrency market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 605(C).
    60. Dyhrberg, Anne Haubo, 2016. "Hedging capabilities of bitcoin. Is it the virtual gold?," Finance Research Letters, Elsevier, vol. 16(C), pages 139-144.
    61. Naeem, Muhammad Abubakr & Mbarki, Imen & Shahzad, Syed Jawad Hussain, 2021. "Predictive role of online investor sentiment for cryptocurrency market: Evidence from happiness and fears," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 496-514.
    62. Ji, Qiang & Bouri, Elie & Lau, Chi Keung Marco & Roubaud, David, 2019. "Dynamic connectedness and integration in cryptocurrency markets," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 257-272.
    63. Jia, Jing & Li, Zhongtian, 2022. "Risk management committees and readability of risk management disclosure," Journal of Contemporary Accounting and Economics, Elsevier, vol. 18(3).
    64. Yukun Liu & Aleh Tsyvinski & Xi Wu, 2022. "Common Risk Factors in Cryptocurrency," Journal of Finance, American Finance Association, vol. 77(2), pages 1133-1177, April.
    65. Hsu, Shu-Han & Sheu, Chwen & Yoon, Jiho, 2021. "Risk spillovers between cryptocurrencies and traditional currencies and gold under different global economic conditions," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    66. Chung, San-Lin & Hung, Chi-Hsiou & Yeh, Chung-Ying, 2012. "When does investor sentiment predict stock returns?," Journal of Empirical Finance, Elsevier, vol. 19(2), pages 217-240.
    67. Yi Li & Wei Zhang & Xiong Xiong & Pengfei Wang, 2020. "Does size matter in the cryptocurrency market?," Applied Economics Letters, Taylor & Francis Journals, vol. 27(14), pages 1141-1149, July.
    68. Simona Malovaná & Martin Hodula & Jan Frait, 2021. "What Does Really Drive Consumer Confidence?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(3), pages 885-913, June.
    69. Corbet, Shaen & Hou, Yang (Greg) & Hu, Yang & Larkin, Charles & Oxley, Les, 2020. "Any port in a storm: Cryptocurrency safe-havens during the COVID-19 pandemic," Economics Letters, Elsevier, vol. 194(C).
    70. Sun, Wei & Dedahanov, Alisher Tohirovich & Shin, Ho Young & Li, Wei Ping, 2021. "Factors affecting institutional investors to add crypto-currency to asset portfolios," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    71. Chen, Shiu-Sheng, 2011. "Lack of consumer confidence and stock returns," Journal of Empirical Finance, Elsevier, vol. 18(2), pages 225-236, March.
    72. Guillermo Acuña & Cristián Echeverría & Cristian Pinto-Gutiérrez, 2020. "Consumer confidence and consumption: empirical evidence from Chile," International Review of Applied Economics, Taylor & Francis Journals, vol. 34(1), pages 75-93, January.
    73. Frode Kjærland & Aras Khazal & Erlend A. Krogstad & Frans B. G. Nordstrøm & Are Oust, 2018. "An Analysis of Bitcoin’s Price Dynamics," JRFM, MDPI, vol. 11(4), pages 1-18, October.
    74. Michael Lemmon & Evgenia Portniaguina, 2006. "Consumer Confidence and Asset Prices: Some Empirical Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1499-1529.
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    More about this item

    Keywords

    Cryptocurrency returns; Consumer confidence; Factor model; Cryptocurrency size; Momentum factors;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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