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Sustainability, Uncertainty, and Risk: Time-Frequency Relationships

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  • Nini Johana Marín-Rodríguez

    (Grupo de Investigación en Ingeniería Financiera GINIF, Programa de Ingeniería Financiera, Facultad de Ingenierías, Universidad de Medellín, Medellín 050026, Colombia)

  • Juan David González-Ruiz

    (Grupo de Investigación en Finanzas y Sostenibilidad, Departamento de Economía, Facultad de Ciencias Humanas y Económicas, Universidad Nacional de Colombia, Sede Medellín, Medellín 050034, Colombia)

  • Alejandro Valencia-Arias

    (School of Industrial Engineering, Universidad Señor de Sipán (Señor de Sipán University), Chiclayo 14001, Peru)

Abstract

This study investigates the interconnected dynamics among the Dow Jones Sustainability World Index and two volatility indexes, the Cboe Volatility Index and ICE BofA MOVE Index. It examines their relationships and causalities within daily data spanning from January 2014 to July 2023. The research employs wavelet power spectrum (WPS) and wavelet coherence analyses (WCA) to delve into these interconnections. The wavelet power spectrum reveals noteworthy volatility spikes in the indexes during specific periods linked to geopolitical occurrences, the COVID-19 pandemic, and global uncertainties. A wavelet coherence analysis unveils how the DJ Sustainability World Index significantly influences the Cboe Volatility Index and ICE BofA MOVE Index across short, medium, and long-term perspectives, albeit with variations in certain periods. The empirical findings underscore the intricate relationships between sustainability and volatility indexes, shedding light on their nuanced causal interplay over time. The insights from this study hold paramount implications for policy-makers, investors, and financial institutions navigating a complex and uncertain landscape. The identified relationships between sustainability and market volatility can aid in making informed decisions. This research adds original value by uncovering the time-varying relationships between sustainability and volatility indexes, revealing their interdependencies across diverse temporal scales. Given the observed causal relationships, policy-makers and investors are recommended to consider sustainability-related developments when assessing market volatility. This proactive approach can lead to more informed decision making and effective risk management strategies.

Suggested Citation

  • Nini Johana Marín-Rodríguez & Juan David González-Ruiz & Alejandro Valencia-Arias, 2023. "Sustainability, Uncertainty, and Risk: Time-Frequency Relationships," Sustainability, MDPI, vol. 15(18), pages 1-18, September.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:18:p:13589-:d:1237814
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    1. Nees Jan Eck & Ludo Waltman, 2017. "Citation-based clustering of publications using CitNetExplorer and VOSviewer," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 1053-1070, May.
    2. Huafang Huang & Sharafat Ali & Yasir Ahmed Solangi, 2023. "Analysis of the Impact of Economic Policy Uncertainty on Environmental Sustainability in Developed and Developing Economies," Sustainability, MDPI, vol. 15(7), pages 1-19, March.
    3. Huijie Li & Jie Li, 2021. "Risk Governance and Sustainability: A Scientometric Analysis and Literature Review," Sustainability, MDPI, vol. 13(21), pages 1-18, October.
    4. Reboredo, Juan C. & Rivera-Castro, Miguel A. & Ugolini, Andrea, 2017. "Wavelet-based test of co-movement and causality between oil and renewable energy stock prices," Energy Economics, Elsevier, vol. 61(C), pages 241-252.
    5. Arkadiusz Orzechowski & Małgorzata Bombol, 2022. "Energy Security, Sustainable Development and the Green Bond Market," Energies, MDPI, vol. 15(17), pages 1-17, August.
    6. Sirish Kumar Gouda & Haritha Saranga, 2018. "Sustainable supply chains for supply chain sustainability: impact of sustainability efforts on supply chain risk," International Journal of Production Research, Taylor & Francis Journals, vol. 56(17), pages 5820-5835, September.
    7. Vergili, Gizem & Çelik, Mehmet Sinan, 2023. "The Relationship Between the Indices of Volatility (VIX) and Sustainability (DJSEMUP): An ARDL Approach," Business and Economics Research Journal, Uludag University, Faculty of Economics and Administrative Sciences, vol. 14(1), pages 19-29, January.
    8. Saeed, Tareq & Bouri, Elie & Alsulami, Hamed, 2021. "Extreme return connectedness and its determinants between clean/green and dirty energy investments," Energy Economics, Elsevier, vol. 96(C).
    9. Jammazi, Rania & Reboredo, Juan C., 2016. "Dependence and risk management in oil and stock markets. A wavelet-copula analysis," Energy, Elsevier, vol. 107(C), pages 866-888.
    10. Nini Johana Marín-Rodríguez & Juan David González-Ruiz & Sergio Botero, 2023. "A Wavelet Analysis of the Dynamic Connectedness among Oil Prices, Green Bonds, and CO 2 Emissions," Risks, MDPI, vol. 11(1), pages 1-21, January.
    11. Pal, Debdatta & Mitra, Subrata K., 2017. "Time-frequency contained co-movement of crude oil and world food prices: A wavelet-based analysis," Energy Economics, Elsevier, vol. 62(C), pages 230-239.
    12. Ramsey, James B. & Lampart, Camille, 1998. "Decomposition Of Economic Relationships By Timescale Using Wavelets," Macroeconomic Dynamics, Cambridge University Press, vol. 2(1), pages 49-71, March.
    13. Jesko Schulte & Sophie I. Hallstedt, 2018. "Company Risk Management in Light of the Sustainability Transition," Sustainability, MDPI, vol. 10(11), pages 1-25, November.
    14. Małgorzata Okręglicka & Prabhat Mittal & Valentinas Navickas, 2023. "Exploring the Mechanisms Linking Perceived Organizational Support, Autonomy, Risk Taking, Competitive Aggressiveness and Corporate Sustainability: The Mediating Role of Innovativeness," Sustainability, MDPI, vol. 15(7), pages 1-23, March.
    15. Reboredo, Juan C. & Rivera-Castro, Miguel A., 2014. "Wavelet-based evidence of the impact of oil prices on stock returns," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 145-176.
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