The Application of Network Analysis for Green R&D Indicators (Case Study of the Home Appliance Industry)
Keywords:
Research and Development, Green R&D, Sustainable Production, Home Appliance Industry, Network AnalysisAbstract
The objective of the present study is to develop a model for green research and development (R&D) in the path towards sustainable development within the home appliance industry. This research is applied in nature and descriptive-survey in terms of data collection method. Initially, through a literature review, 30 factors were identified as indicators for green development and formulation and were categorized into five dimensions: green management, product performance and stakeholders, internal environment management, green innovation, and energy and resource consumption management. To screen and validate the factors extracted from the literature, the fuzzy Delphi method was used by surveying 15 selected experts through purposive sampling, which led to the identification of 25 components across the five dimensions. Subsequently, the importance of each criterion and sub-criterion was determined based on the Analytic Network Process (ANP) method, using a pairwise comparison questionnaire with Super Decisions software. The reliability of the tool was confirmed with a consistency ratio below 0.1. Based on the findings, green management, with a weight of (0.261), has the highest priority among the other criteria. Similarly, the product performance and stakeholders criterion (0.220) ranks second, internal environment management (0.202) ranks third, green innovation with a weight of (0.191) ranks fourth, and energy and resource consumption management with a weight of (0.124) ranks fifth. According to this ranking, it can be concluded that factors related to green management hold the greatest importance in green R&D indicators.
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References
Chen, W., Liu, X., & Zhang, J. (2021). Economic and environmental impacts of green R&D in the chemical industry.
Journal of Environmental Management, 286. https://doi.org/10.1016/j.jenvman.2021.112223
Johnson, M., Smith, L., & Wang, Z. (2020). Green R&D strategies in manufacturing industries. Journal of Cleaner
Production, 256. https://doi.org/10.1016/j.jclepro.2020.120390
Jones, K. L., Krishnan, G. V., & Melendrez, K. (2008). Do models of discretionary accruals detect actual cases of
fraudulent and restated earnings? An empirical analysis. Contemporary Accounting Research, 25(2), 285-309.
https://doi.org/10.1506/car.25.2.8
Lee, J., Kim, H., & Park, Y. (2018). Green R&D and sustainable innovation in the automotive industry: Case studies and
future directions. Sustainable Development, 26(3), 311-322. https://doi.org/10.1002/sd.1708
Liu, B., Huang, D., Chen, T., & Chan, K. C. (2023). Mandatory R&D disclosure and analyst forecast Accuracy: Evidence
from an emerging market. Journal of Contemporary Accounting & Economics, 19(3), 100366.
https://doi.org/10.1016/j.jcae.2023.100366
Martinez, F., Gonzalez, P., & Rodriguez, L. (2019). The role of government in promoting green R&D: Evidence from
European countries. Environmental Economics and Policy Studies, 21, 743-767. https://doi.org/10.1007/s10018-
-0220-8
Moqaddamerad, S., & Tapinos, E. (2023). Managing business model innovation uncertainties in 5G technology: a futureoriented sensemaking perspective. R&D Management, 53(2), 244-259. https://doi.org/10.1111/radm.12559
Murat Ar, I. (2012). The impact of green product innovation on firm performance and competitive capability: the
moderating role of managerial environmental concern. Procedia - Social and Behavioral Sciences, 62, 854-864.
https://doi.org/10.1016/j.sbspro.2012.09.144
Noailly, J., Nowzohour, L., & van den Heuvel, M. (2022). Does environmental policy uncertainty hinder investments in
the low carbon economy? NBER Working Paper. https://doi.org/10.3386/w30361
Sang-Ho Lee, S. P. (2015). Review on investment direction of green technology R&D in Korea. Renewable and
Sustainable Energy Reviews, 50, 186-193. https://doi.org/10.1016/j.rser.2015.04.158
Shahabadi, A., Ghasemi Far, S., & Haj Mousavi, S. S. (2023). The Interactive Effect of Entrepreneurship and Financial
Development on Economic Complexity. Financial Economics(4), 1-24. https://journals.iau.ir/article_707976.html
Singjai, K., Winata, L., & Kummer, T. (2019). Green initiatives and their competitive advantage for the hotel industry in
developing countries. International Journal of Hospitality Management, 75, 131-143.
https://doi.org/10.1016/j.ijhm.2018.03.007
Smith, A., Brown, D., & Green, E. (2017). Green R&D strategies and sustainable competitive advantage: Evidence from
the energy sector. Energy Policy, 105, 196-206. https://doi.org/10.1016/j.enpol.2017.03.009
Yang, C. H., & Chen, Y. H. (2011). R&D, Productivity and Exports: Plant-Level Evidence from Indonesia. Economic
Modeling, 30(3), 220-231. https://www.sciencedirect.com/science/article/pii/S0264999311002240

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