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The influence of investor sentiment on the green bond market

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  • Piñeiro-Chousa, Juan
  • López-Cabarcos, M.Ángeles
  • Caby, Jérôme
  • Šević, Aleksandar

Abstract

Stock market price prediction has improved due to social network activity since social networks can provide useful information, for example, on message sentiment. Few studies have analysed the influence of social networks on the bond market, and even fewer have specifically analysed the influence on the green bond market. By financing environmental projects that promote sustainability, green bonds are becoming increasingly important because of their relationship with major issues, such as climate change and water management. In addition, increases in people's environmental awareness have led companies to enact corporate social responsibility policies and environmentally sustainable projects. This context supports the relevance of this research because although there have been previous studies on green bonds, there is a scarcity of manuscripts that relate green bonds with social media and, more specifically, with investors’ sentiments. Therefore, using panel data analysis, the aim of this study is to analyze how the investor sentiment extracted from social networks influences the green bond market. The results of this manuscript should lead investors and markets to consider social networks as relevant sources of information not only for the equity market but also for the bond market, specifically the green bond market.

Suggested Citation

  • Piñeiro-Chousa, Juan & López-Cabarcos, M.Ángeles & Caby, Jérôme & Šević, Aleksandar, 2021. "The influence of investor sentiment on the green bond market," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    • Handle: RePEc:eee:tefoso:v:162:y:2021:i:c:s004016252031177x
    DOI: 10.1016/j.techfore.2020.120351
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    as
    1. Zerbib, Olivier David, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 39-60.
    2. Vishaal Baulkaran, 2019. "Stock market reaction to green bond issuance," Journal of Asset Management, Palgrave Macmillan, vol. 20(5), pages 331-340, September.
    3. Besley, Timothy & Ghatak, Maitreesh, 2007. "Retailing public goods: The economics of corporate social responsibility," Journal of Public Economics, Elsevier, vol. 91(9), pages 1645-1663, September.
    4. Andreas Karpf & Antoine Mandel, 2018. "The changing value of the ‘green’ label on the US municipal bond market," Nature Climate Change, Nature, vol. 8(2), pages 161-165, February.
    5. Fatica, Serena & Panzica, Roberto & Rancan, Michela, 2021. "The pricing of green bonds: Are financial institutions special?," Journal of Financial Stability, Elsevier, vol. 54(C).
    6. Gregory W. Brown & Michael T. Cliff, 2005. "Investor Sentiment and Asset Valuation," The Journal of Business, University of Chicago Press, vol. 78(2), pages 405-440, March.
    7. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    8. Malcolm Baker & Jeffrey Wurgler, 2006. "Investor Sentiment and the Cross‐Section of Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1645-1680, August.
    9. Subhankar Nayak, 2010. "Investor Sentiment and Corporate Bond Yield Spreads," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 2(2), pages 59-80, September.
    10. Reboredo, Juan C. & Ugolini, Andrea, 2020. "Price connectedness between green bond and financial markets," Economic Modelling, Elsevier, vol. 88(C), pages 25-38.
    11. Zhang, Wei & Li, Xiao & Shen, Dehua & Teglio, Andrea, 2016. "Daily happiness and stock returns: Some international evidence," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 460(C), pages 201-209.
    12. David P. Baron, 2001. "Private Politics, Corporate Social Responsibility, and Integrated Strategy," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 10(1), pages 7-45, March.
    13. Reboredo, Juan C., 2018. "Green bond and financial markets: Co-movement, diversification and price spillover effects," Energy Economics, Elsevier, vol. 74(C), pages 38-50.
    14. Maria Jua Bachelet & Leonardo Becchetti & Stefano Manfredonia, 2019. "The Green Bonds Premium Puzzle: The Role of Issuer Characteristics and Third-Party Verification," Sustainability, MDPI, vol. 11(4), pages 1-22, February.
    15. Piñeiro-Chousa, Juan & López-Cabarcos, M. Ángeles & Pérez-Pico, Ada María & Ribeiro-Navarrete, Belén, 2018. "Does social network sentiment influence the relationship between the S&P 500 and gold returns?," International Review of Financial Analysis, Elsevier, vol. 57(C), pages 57-64.
    16. Gabriele Ranco & Darko Aleksovski & Guido Caldarelli & Miha Grčar & Igor Mozetič, 2015. "The Effects of Twitter Sentiment on Stock Price Returns," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-21, September.
    17. Lily Qiu & Ivo Welch, 2004. "Investor Sentiment Measures," NBER Working Papers 10794, National Bureau of Economic Research, Inc.
    18. Gan, Baoqing & Alexeev, Vitali & Bird, Ron & Yeung, Danny, 2020. "Sensitivity to sentiment: News vs social media," International Review of Financial Analysis, Elsevier, vol. 67(C).
    19. Reboredo, Juan C. & Ugolini, Andrea & Aiube, Fernando Antonio Lucena, 2020. "Network connectedness of green bonds and asset classes," Energy Economics, Elsevier, vol. 86(C).
    20. Wulandaria, Febi & Schäfer, Dorothea & Stephan, Andreas & Sun, Chen, 2018. "Liquidity risk and yield spreads of green bonds," Ratio Working Papers 305, The Ratio Institute.
    21. Shuming Liu, 2015. "Investor Sentiment and Stock Market Liquidity," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 16(1), pages 51-67, January.
    22. Hachenberg, B. & Schiereck, D., 2018. "Are green bonds priced differently from conventional bonds?," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 109709, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    23. Madurika Nanayakkara & Sisira Colombage, 2019. "Do investors in Green Bond market pay a premium? Global evidence," Applied Economics, Taylor & Francis Journals, vol. 51(40), pages 4425-4437, August.
    24. Kim, Soon-Ho & Kim, Dongcheol, 2014. "Investor sentiment from internet message postings and the predictability of stock returns," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 708-729.
    25. Thomas P. Lyon & John W. Maxwell, 2008. "Corporate Social Responsibility and the Environment: A Theoretical Perspective," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 2(2), pages 240-260, Summer.
    26. Broadstock, David C. & Cheng, Louis T.W., 2019. "Time-varying relation between black and green bond price benchmarks: Macroeconomic determinants for the first decade," Finance Research Letters, Elsevier, vol. 29(C), pages 17-22.
    27. Janice Hollindale & Pamela Kent & James Routledge & Larelle Chapple, 2019. "Women on boards and greenhouse gas emission disclosures," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(1), pages 277-308, March.
    28. Robyn Moroney & Carolyn Windsor & Yong Ting Aw, 2012. "Evidence of assurance enhancing the quality of voluntary environmental disclosures: an empirical analysis," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 52(3), pages 903-939, September.
    29. Bastos, Rafael & Pindado, Julio, 2013. "Trade credit during a financial crisis: A panel data analysis," Journal of Business Research, Elsevier, vol. 66(5), pages 614-620.
    30. Torsten Ehlers & Frank Packer, 2017. "Green bond finance and certification," BIS Quarterly Review, Bank for International Settlements, September.
    31. Fang, Libing & Yu, Honghai & Huang, Yingbo, 2018. "The role of investor sentiment in the long-term correlation between U.S. stock and bond markets," International Review of Economics & Finance, Elsevier, vol. 58(C), pages 127-139.
    32. Pindado, Julio & Requejo, Ignacio & de la Torre, Chabela, 2014. "Family control, expropriation, and investor protection: A panel data analysis of Western European corporations," Journal of Empirical Finance, Elsevier, vol. 27(C), pages 58-74.
    33. Britta Hachenberg & Dirk Schiereck, 2018. "Are green bonds priced differently from conventional bonds?," Journal of Asset Management, Palgrave Macmillan, vol. 19(6), pages 371-383, October.
    34. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    35. Ian Hamilton & Jessica Eriksson, 2011. "Influence strategies in shareholder engagement: a case study of all Swedish national pension funds," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 1(1), pages 44-61, February.
    36. Olivier David Zerbib, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Post-Print halshs-02008641, HAL.
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