TY - JOUR T1 - Analysis of the Relationship between Green Bonds and Equity Markets by Cross-Quantilogram Method TT - Yeşil Tahvil ile Pay Piyasaları Arasındaki İlişkinin Çapraz Kantilogram Yöntemi ile Analizi AU - Büyükoğlu, Burak PY - 2022 DA - December Y2 - 2022 DO - 10.30784/epfad.1203044 JF - Ekonomi Politika ve Finans Araştırmaları Dergisi JO - EPF Journal PB - Economic and Financial Research Association WT - DergiPark SN - 2587-151X SP - 855 EP - 868 VL - 7 IS - 4 LA - en AB - In our rapidly growing and developing world, various environmental and climate problems are experienced due to this development. Many countries are turning to renewable energy investments to meet their energy needs with the increasing population and industrialization. This raises the question of how to finance renewable energy investments. To overcome these problems, many environmentally friendly projects and investments have come to the fore and have been financed in recent years. Undoubtedly, one of the most important factors in providing this financing is green bonds. Green bonds have become an important financial instrument for financing environmentally and climate-beneficial projects and renewable energy investments. In the study, it is aimed to analyze the relationship among the daily data between 31.07.2012 and 29.07.2022 and the S&P 500 and S&P Green Bond Index by using the Cross-Quantilogram method. The cross-quantilogram method is an innovative method that can be easily used to determine the cross-correlation relations between different quantile and delay values and variables. According to the empirical results obtained in the study, there is a negative correlation between 2014 and 2018 according to the bidirectional cross-correlation data between the S&P 500 index and the S&P Green Bond index. KW - Green Bond KW - S&P Index KW - Cross-Quantilogram N2 - Hızla büyüyen ve gelişen dünyamızda bu gelişmeye bağlı olarak çeşitli çevre ve iklim sorunları yaşanmaktadır. Artan nüfus ve sanayileşme ile birlikte birçok ülke enerji ihtiyacını karşılamak için yenilenebilir enerji yatırımlarına yönelmektedir. Bu da yenilenebilir enerji yatırımlarının nasıl finanse edileceği sorusunu gündeme getiriyor. Bu sorunları aşmak için son yıllarda birçok çevre dostu proje ve yatırım gündeme gelmekte ve finanse edilmektedir. Bu finansmanın sağlanmasındaki en önemli etkenlerden biri de hiç kuşkusuz yeşil tahvillerdir. Yeşil tahviller, çevreye ve iklime faydalı projelerin ve yenilenebilir enerji yatırımlarının finansmanı için önemli bir finansal araç haline geldi. Çalışmada, 31.07.2012-29.07.2022 tarihleri arasındaki günlük veriler ile S&P 500 ve S&P Yeşil Tahvil Endeksi arasındaki ilişkinin Çapraz Kantilogram yöntemi kullanılarak analiz edilmesi amaçlanmaktadır. Çapraz kantilogram yöntemi, farklı kantil ve gecikme değerleri ve değişkenleri arasındaki çapraz korelasyon ilişkilerini belirlemek için kolaylıkla kullanılabilen yenilikçi bir yöntemdir. Çalışmada elde edilen ampirik sonuçlara göre S&P 500 endeksi ile S&P Yeşil Tahvil endeksi arasında çift yönlü çapraz korelasyon verilerine göre 2014 ve 2018 yılları arasında negatif bir korelasyon bulunmaktadır. CR - Arif, M., Naeem, M.A., Farid, S., Nepal, R. and Jamasb, T. (2022). Diversifier or more? Hedge and safe haven properties of green bonds during COVID-19. Energy Policy, 168, 113102. https://doi.org/10.1016/j.enpol.2022.113102 CR - Banga, J. (2019). The green bond market: A potential source of climate finance for developing countries. Journal of Sustainable Finance & Investment, 9(1), 17-32. https://doi.org/10.1080/20430795.2018.1498617 CR - Barclays. (2015). The cost of being green (Credit Research). Retrieved from https://www.environmental-finance.com/assets/files/US_Credit_Focus_The_Cost_of_Being_Green.pdf CR - Baulkaran, V. (2019). Stock market reaction to green bond issuance. Journal of Asset Management, 20(5), 331-340. https://doi.org/10.1057/s41260-018-00105-1 CR - Bloomberg. (2017). Green bonds: 2016 in review (Bloomberg New Energy Finance). Retrieved from https://data.bloomberglp.com/bnef/sites/14/2017/08/BNEF_RN_Green-Bonds-2016.pdf CR - Broadstock, D.C. and Cheng, L.T. (2019). Time-varying relation between black and green bond price benchmarks: Macroeconomic determinants for the first decade. Finance Research Letters, 29, 17-22. https://doi.org/10.1016/j.frl.2019.02.006 CR - CAIA. (2016). An introduction to green bonds. Retrieved from https://www.caia.org/sites/default/files/AIAR_Q2_2016_02_GreenBonds.pdf CR - Cortellini, G. and Panetta, I.C. (2021). Green bond: A systematic literature review for future research agendas. Journal of Risk and Financial Management, 14, 589. http://doi.org/10.3390/jrfm14120589 CR - Ehlers, T. and Packer, F. (2017). Green bond finance and certification. BIS Quarterly Review, 3, 89-104. Retrieved from https://www.bis.org/ CR - Fernandes, L.S., Silva, J.W., Antunes de Araujo, F.H. and Tabak, B.M. (2022). Multifractal cross-correlations between green bonds and financial assets (SSRN Working Paper No. 4227059). Retrieved from https://ssrn.com/abstract=4227059 CR - Han, H., Linton, O., Oka, T. and Whang, Y.J. (2016). The cross-quantilogram: Measuring quantile dependence and testing directional predictability between time series. Journal of Econometrics, 193(1), 251-270. https://doi.org/10.1016/j.jeconom.2016.03.001 CR - Kandir, S.Y. and Yakar, S. (2017). Green bond markets: Suggestions for the development of the green bond market in Turkey. Çukurova University Journal of Social Sciences Institute, 26(2), 159-175. Retrieved from https://dergipark.org.tr/en/pub/cusosbil/ CR - Lebelle, M., Lajili Jarjir, S. and Sassi, S. (2020). Corporate green bond issuances: An international evidence. Journal of Risk and Financial Management, 13(2), 25. https://doi.org/10.3390/jrfm13020025 CR - Nguyen, T.T.H., Naeem, M.A., Balli, F., Balli, H.O. and Vo, X.V. (2021). Time-frequency comovement among green bonds, stocks, commodities, clean energy, and conventional bonds. Finance Research Letters, 40, 101739. https://doi.org/10.1016/j.frl.2020.101739 CR - Nur, T. and Ege, I. (2022). Investigation of the relationship between green bond and stock market with time series analysis. Journal of Accounting and Finance, (94), 185-206. https://doi.org/10.25095/mufad.1049956 CR - Park, D., Park, J. and Ryu, D. (2020). Volatility spillovers between equity and green bond markets. Sustainability, 22(1), 1-12. https://doi.org/10.3390/su12093722 CR - Pham, L. (2016). Is it risky to go green? A volatility analysis of the green bond market. Journal of Sustainable Finance & Investment, 6(4), 263-291. https://doi.org/10.1080/20430795.2016.1237244 CR - Pham, L. (2021a). How integrated are regional green equity markets? Evidence from a cross-quantilogram approach. Journal of Risk and Financial Management, 14(1), 39. https://doi.org/10.3390/jrfm14010039 CR - Pham, L. (2021b). Frequency connectedness and cross-quantile dependence between green bond and green equity markets. Energy Economics, 98, 105257. https://doi.org/10.1016/j.eneco.2021.105257 CR - Reboredo, J.C. (2018). Green bond and financial markets: Co-movement, diversification and price spillover effects. Energy Economics, 74, 38-50. https://doi.org/10.1016/j.eneco.2018.05.030 CR - Roslen, S., Ibrahim, S.A. and Yee, L. (2017). Green bond and shareholders’ wealth: A multi-country event study. International Journal of Globalisation and Small Business, 9, 61-69. http://doi.org/10.1504/IJGSB.2017.10005758 CR - Tang, D.Y. and Zhang, Y. (2020). Do shareholders benefit from green bonds? Journal of Corporate Finance, 61, 101427. http://doi.org/10.1016/j.jcorpfin.2018.12.001 CR - Wang, J., Chen, X., Li, X., Yu, J. and Zhong, R. (2020). The market reaction to green bond issuance: Evidence from China. Pacific-Basin Finance Journal, 60, 101294. https://doi.org/10.1016/j.pacfin.2020.101294 CR - Yahoo. (2022). Yahoo Finance [Dataset]. Retrieved from https://finance.yahoo.com/quote/%5EGSPC/history?p=%5EGSPC CR - Zerbib, O.D. (2017). The green bond premium (SSRN Working Paper No. 2890316). Retrieved from http://dx.doi.org/10.2139/ssrn.2890316 CR - Zhou, X. and Cui, Y. (2019). Green bonds, corporate performance, and corporate social responsibility. Sustainability, 11, 6881. http://doi.org/10.3390/su11236881 UR - https://doi.org/10.30784/epfad.1203044 L1 - https://dergipark.org.tr/en/download/article-file/2766387 ER -