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The Development of an Efficiency-Based Global Green Manufacturing Innovation Index: An Input-Oriented DEA Approach

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  • Hisham Alidrisi

    (Department of Industrial Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia)

Abstract

Innovation-based economic growth is considered to be a vital strategic aim for all economies, but environmentally friendly concepts and sustainable development (SD) must also be considered. The literature on the Global Innovation Index (GII) shows various investigations relevant to innovation, yet the lack of comprehensive consideration within the GII of environmental concerns represents a critical challenge. This paper aims to provide a holistic-perspective evaluation model for the top 15 manufacturing countries worldwide in order to resolve this. The efficiency-based Global Green Manufacturing Innovation Index (GGMII) was developed by formulating an input-oriented data envelopment analysis model. Criteria such as the value added to the gross domestic product (GDP), corresponding CO 2 emissions, and unemployment rates were examined in order to represent the economic, environmental, and social dimensions of SD, respectively. Other scientific and technological dimensions were also considered. The data corresponding to all ten of the criteria were collected from World Bank Open Data. The results show a mismatch between the original GII and the proposed GGMII for the top eight manufacturing countries (the United States, the United Kingdom, Germany, Korea, France, China, Japan, and Canada), while the remaining countries (Italy, Spain, Russia, India, Mexico, Brazil, and Indonesia) occupied the same rank in both indices, but showed a sizable diminution in their original GII scores. The proposed GGMII might be utilized as a benchmarking instrument for all countries worldwide in the future.

Suggested Citation

  • Hisham Alidrisi, 2021. "The Development of an Efficiency-Based Global Green Manufacturing Innovation Index: An Input-Oriented DEA Approach," Sustainability, MDPI, vol. 13(22), pages 1-11, November.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:22:p:12697-:d:680768
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    1. Laura Barbieri & Daniela Bragoli & Flavia Cortelezzi & Giovanni Marseguerra, 2020. "Public Funding and Innovation Strategies. Evidence from Italian SMEs," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 27(1), pages 111-134, January.
    2. H. David Sherman & Joe Zhu, 2006. "Service Productivity Management," Springer Books, Springer, number 978-0-387-33231-4, December.
    3. Rodriguez, Mercedes & Doloreux, David & Shearmur, Richard, 2017. "Variety in external knowledge sourcing and innovation novelty: Evidence from the KIBS sector in Spain," Technovation, Elsevier, vol. 68(C), pages 35-43.
    4. Annekatrin Niebuhr & Jan Cornelius Peters & Alex Schmidke, 2020. "Spatial sorting of innovative firms and heterogeneous effects of agglomeration on innovation in Germany," The Journal of Technology Transfer, Springer, vol. 45(5), pages 1343-1375, October.
    5. Diaz-Balteiro, Luis & Casimiro Herruzo, A. & Martinez, Margarita & Gonzalez-Pachon, Jacinto, 2006. "An analysis of productive efficiency and innovation activity using DEA: An application to Spain's wood-based industry," Forest Policy and Economics, Elsevier, vol. 8(7), pages 762-773, October.
    6. Arif Hartono & Ratih Kusumawardhani, 2019. "Innovation Barriers and Their Impact on Innovation: Evidence from Indonesian Manufacturing Firms," Global Business Review, International Management Institute, vol. 20(5), pages 1196-1213, October.
    7. Jing Han & Xi Chen & Yawen Sun, 2021. "Technology or Institutions: Which Is the Source of Green Economic Growth in Chinese Cities?," Sustainability, MDPI, vol. 13(19), pages 1-20, October.
    8. Liliana Meza-González & Jaime Marie Sepulveda, 2019. "The impact of competition with China in the US market on innovation in Mexican manufacturing firms," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-21, December.
    9. Miguel-Angel Galindo-Martín & María-Soledad Castaño-Martínez & María-Teresa Méndez-Picazo, 2020. "The Relationship between Green Innovation, Social Entrepreneurship, and Sustainable Development," Sustainability, MDPI, vol. 12(11), pages 1-19, June.
    10. Reynolds, Elisabeth B. & Uygun, Yilmaz, 2018. "Strengthening advanced manufacturing innovation ecosystems: The case of Massachusetts," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 178-191.
    11. Nasierowski, W. & Arcelus, F. J., 1999. "Interrelationships among the elements of national innovation systems: A statistical evaluation," European Journal of Operational Research, Elsevier, vol. 119(2), pages 235-253, December.
    12. David Christian, 2018. "Innovation Policy in Indonesia," Chapters, in: Masahito Ambashi (ed.), Innovation Policy in ASEAN, chapter 4, pages 96-127, Economic Research Institute for ASEAN and East Asia (ERIA).
    13. Carla Carolina Pérez-Hernández & Blanca Cecilia Salazar-Hernández & Jessica Mendoza-Moheno & Erika Cruz-Coria & Martín Aubert Hernández-Calzada, 2021. "Mapping the Green Product-Space in Mexico: From Capabilities to Green Opportunities," Sustainability, MDPI, vol. 13(2), pages 1-25, January.
    14. L Cherchye & W Moesen & N Rogge & T Van Puyenbroeck & M Saisana & A Saltelli & R Liska & S Tarantola, 2008. "Creating composite indicators with DEA and robustness analysis: the case of the Technology Achievement Index," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(2), pages 239-251, February.
    15. Hisham Alidrisi & Mehmet Emin Aydin & Abdullah Omer Bafail & Reda Abdulal & Shoukath Ali Karuvatt, 2019. "Monitoring the Performance of Petrochemical Organizations in Saudi Arabia Using Data Envelopment Analysis," Mathematics, MDPI, vol. 7(6), pages 1-16, June.
    16. Rahman, Md. Saifur & Noman, Abu Hanifa Md. & Shahari, Farihana & Aslam, Mohamed & Gee, Chan Sok & Isa, Che Ruhana & Pervin, Sajeda, 2016. "Efficient energy consumption in industrial sectors and its effect on environment: A comparative analysis between G8 and Southeast Asian emerging economies," Energy, Elsevier, vol. 97(C), pages 82-89.
    17. Schiederig, Tim & Tietze, Frank & Herstatt, Cornelius, 2011. "What is green Innovation? A quantitative literature review," Working Papers 63, Hamburg University of Technology (TUHH), Institute for Technology and Innovation Management.
    18. Vitaliy Roud & Valeriya Vlasova, 2020. "Strategies of industry-science cooperation in the Russian manufacturing sector," The Journal of Technology Transfer, Springer, vol. 45(3), pages 870-907, June.
    19. Angelo Bonfanti & Manlio Del Giudice & Armando Papa, 2018. "Italian Craft Firms Between Digital Manufacturing, Open Innovation, and Servitization," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(1), pages 136-149, March.
    20. Zied Mani & Inès Chouk, 2018. "Consumer Resistance to Innovation in Services," Post-Print hal-03700875, HAL.
    21. Ye Seul Choi & Up Lim, 2017. "Contextual Factors Affecting the Innovation Performance of Manufacturing SMEs in Korea: A Structural Equation Modeling Approach," Sustainability, MDPI, vol. 9(7), pages 1-15, July.
    22. Vitor W. B. Martins & Rosley Anholon & Osvaldo L. G. Quelhas & Walter Leal Filho, 2019. "Sustainable Practices in Logistics Systems: An Overview of Companies in Brazil," Sustainability, MDPI, vol. 11(15), pages 1-12, July.
    23. Goodridge, PR, 2014. "UK Innovation Index 2014," Working Papers 19156, Imperial College, London, Imperial College Business School.
    24. Meriam Attia & Ouidad Yousfi & Nadia Loukil & Abdelwahed Omri, 2020. "Do Directors’ Attributes Influence Innovation? Empirical Evidence From France," Post-Print hal-03029296, HAL.
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