Neuro quantum-inspired decision-making for investor perception in green and conventional bond investments

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dc.authorid0000-0002-8072-031X
dc.authorid0000-0002-9858-1266
dc.contributor.authorBirzhanova, Aigerim
dc.contributor.authorNurgaliyeva, Aliya
dc.contributor.authorNurmagambetova, Azhar
dc.contributor.authorDinçer, Hasan
dc.contributor.authorYüksel, Serhat
dc.date.accessioned2024-03-29T09:14:44Z
dc.date.available2024-03-29T09:14:44Z
dc.date.issued2024
dc.departmentİstanbul Medipol Üniversitesi, İşletme ve Yönetim Bilimleri Fakültesi, Uluslararası Ticaret ve Finansman Bölümü
dc.description.abstractThe purpose of this study is to make a comprehensive analysis of investor perceptions in the context of green and conventional bond investments. For this purpose, a new model is presented by considering two steps. First, a criteria set is generated by considering balanced scorecard perspectives that are finance, customer, organizational effectiveness and learning and growth. After that, the neuro Quantum fuzzy M-SWARA method is considered to weight these criteria. Secondly, seven critical determinants for bond investments are identified that are coupon rates, volume, maturity, riskiness, liquidity, volatility, and tax considerations. Neuro Quantum fuzzy TOPSIS approach is employed to rank these factors. The main contribution of the study is that by combining the balanced scorecard framework and quantum-inspired decision-making techniques, this paper offers a novel and sophisticated decision-making model to understanding investor behavior. Similarly, in the proposed model, a new methodology is generated by the name of M-SWARA. In this framework, some enhancements are adopted to the SWARA technique. The weighting results indicate that meeting customer expectations is the most critical factor that affects the investor perception to make investments to the bonds. Moreover, according to the ranking results, it is concluded that coupon rates are the most important item for both conventional and green bond investors. On the other hand, with respect to the conventional bond investor, tax is the second most essential factor. However, regarding the green bond investors, volatility plays a critical role.
dc.description.sponsorshipMinistry of Education and Science of the Republic of Kazakhstanen_US
dc.identifier.citationBirzhanova, A., Nurgaliyeva, A., Nurmagambetova, A., Dinçer, H. ve Yüksel, S. (2024). Neuro quantum-inspired decision-making for investor perception in green and conventional bond investments. Investment Management and Financial Innovations, 21(1), 168-184. https://dx.doi.org/10.21511/imfi.21(1).2024.14
dc.identifier.doi10.21511/imfi.21(1).2024.14
dc.identifier.endpage184
dc.identifier.issn1810-4967
dc.identifier.issue1
dc.identifier.scopus2-s2.0-85187304072
dc.identifier.scopusqualityQ4
dc.identifier.startpage168
dc.identifier.urihttps://dx.doi.org/10.21511/imfi.21(1).2024.14
dc.identifier.urihttps://hdl.handle.net/20.500.12511/12405
dc.identifier.volume21
dc.indekslendigikaynakScopus
dc.institutionauthorDinçer, Hasan
dc.institutionauthorYüksel, Serhat
dc.language.isoen
dc.publisherLLC CPC Business Perspectives
dc.relation.ispartofInvestment Management and Financial Innovationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectBalanced Scorecard
dc.subjectBonds
dc.subjectCustomer
dc.subjectInvestment
dc.subjectInvestor
dc.subjectM-SWARA
dc.subjectPerception
dc.subjectTax
dc.titleNeuro quantum-inspired decision-making for investor perception in green and conventional bond investments
dc.typeArticle

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