TY - JOUR
T1 - Multi-frequency information transmission among constituents and global equity returns
T2 - a sustainable and conventional way of investing
AU - Asafo-Adjei, Emmanuel
AU - Adam, Anokye M.
AU - Owusu Junior, Peterson
AU - Arthur, Clement Lamboi
AU - Seidu, Baba Adibura
N1 - Publisher Copyright:
© 2023, Emmanuel Asafo-Adjei, Anokye M. Adam, Peterson Owusu Junior, Clement Lamboi Arthur and Baba Adibura Seidu.
PY - 2023/5/19
Y1 - 2023/5/19
N2 - Purpose: This study investigates information flow of market constituents and global indices at multi-frequencies. Design/methodology/approach: The study’s findings were obtained using the Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (I-CEEMDAN)-based cluster analysis executed for Rényi effective transfer entropy (RETE). Findings: The authors find that significant negative information flows among sustainability equities (SEs) and conventional equities (CEs) at most multi-frequencies, which exacerbates diversification benefits. The information flows are mostly bi-directional, highlighting the importance of stock markets' constituents and their global indices in portfolio construction. Research limitations/implications: The authors advocate that both SE and CE markets are mostly heterogeneous, revealing some levels of markets inefficiencies. Originality/value: The empirical literature on CEs is replete with several dynamics, revealing their returns behaviour for diversification purposes, leaving very little to know about the returns behaviour of SE. Wherein, an avalanche of several initiatives on Corporate Social Responsibility (CSR) enjoin firms to operate socially responsible, but investors need to have a clear reason to remain sustainable into the foreseeable future period. Accordingly, the humble desire of investors is the formation of a well-diversified portfolio and would highly demand stocks to the extent that they form a reliable portfolio, especially, amid SEs and/or CEs.
AB - Purpose: This study investigates information flow of market constituents and global indices at multi-frequencies. Design/methodology/approach: The study’s findings were obtained using the Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (I-CEEMDAN)-based cluster analysis executed for Rényi effective transfer entropy (RETE). Findings: The authors find that significant negative information flows among sustainability equities (SEs) and conventional equities (CEs) at most multi-frequencies, which exacerbates diversification benefits. The information flows are mostly bi-directional, highlighting the importance of stock markets' constituents and their global indices in portfolio construction. Research limitations/implications: The authors advocate that both SE and CE markets are mostly heterogeneous, revealing some levels of markets inefficiencies. Originality/value: The empirical literature on CEs is replete with several dynamics, revealing their returns behaviour for diversification purposes, leaving very little to know about the returns behaviour of SE. Wherein, an avalanche of several initiatives on Corporate Social Responsibility (CSR) enjoin firms to operate socially responsible, but investors need to have a clear reason to remain sustainable into the foreseeable future period. Accordingly, the humble desire of investors is the formation of a well-diversified portfolio and would highly demand stocks to the extent that they form a reliable portfolio, especially, amid SEs and/or CEs.
KW - Decomposition
KW - Entropy
KW - Frequency-dependent
KW - Mutual information
KW - Sustainable responsible investing
UR - http://www.scopus.com/inward/record.url?scp=85159601441&partnerID=8YFLogxK
U2 - 10.1108/EJMBE-05-2022-0126
DO - 10.1108/EJMBE-05-2022-0126
M3 - Article
AN - SCOPUS:85159601441
SN - 2444-8451
JO - European Journal of Management and Business Economics
JF - European Journal of Management and Business Economics
ER -