Understanding the financial innovation priorities for renewable energy investors via QFD-based picture fuzzy and rough numbers

Wei Li · Serhat Yüksel · Hasan Dınçer

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Multi-Criteria Decision Making Quality Function Deployment in Product Design Energy and Environmental Sustainability

Abstract

Abstract This study evaluates financial innovation priorities for renewable energy investors by generating a novel hybrid fuzzy decision-making model. First, SERVQUAL-based customer needs for financial innovation are weighted with decision-making trial and evaluation laboratory based on picture fuzzy sets. Second, the financial innovation priorities are ranked by technique for order preference by similarity to ideal solutions based on picture fuzzy rough sets. In this process, Theory of the solution of inventive problems-based technical characteristics for financial services, the process for innovative services, and competencies for financial innovation are considered using quality function deployment phases. In addition, the Vise Kriterijumska Optimizacija I Kompromisno Resenje method is also considered for an alternative ranking. Similarly, sensitivity analysis is also performed by considering five different cases. It is determined that the ranking priorities based on the proposed model are almost identical, demonstrating the proposed model’s validity and reliability. Assurance is the most crucial factor for the customer needs regarding the financial innovation priorities for renewable energy investors. Concerning the financial innovation priorities, the product is the essential priority for financial innovation; hence, it is recommended that companies engage qualified employees to effectively design the financial innovation for renewable energy investors. Additionally, necessary training should be given to the employees who currently work in the company, which can increase the renewable energy investors’ trust in the innovative financial products. Companies should mainly focus on the product to provide better financial innovation to attract renewable energy investors. An effectively designed financial innovation product can help solve the financing problem of renewable energy investors.

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References

2019Green process innovation, green product innovation, and corporate financial performance: A content analysis method 2020The relationship between energy consumption, economic growth and carbon dioxide emissions in Pakistan 2019The impacts of economic growth, trade openness and technological progress on renewable energy use in organization for economic co-operation and development countries 2020A review of multi-criteria decision making applications for renewable energy site selection 2021Fintech investments in European banks: a hybrid IT2 fuzzy multidimensional decision-making approach 2019A comprehensive review of fuzzy multi criteria decision making methodologies for energy policy making 2021The role of interaction effect between renewable energy consumption and real income in carbon emissions: Evidence from low-income countries 2021Do the shocks in technological and financial innovation influence the environmental quality? Evidence from BRICS economies

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