The Moderating Effect of Green Intellectual Capital and its Dimensions on the Relationship Between Cleaner Production Strategy and Sustainable Supply Chain Management Practices: A Neural Network Analysis
Keywords:
Cleaner Production Strategy, Supply Chain Management Practices, Green Intellectual Capital, Moderation effect, Neural NetworkAbstract
The study aims to explore the moderating effect of the green intellectual capital and its dimensions (human, structural and relational, or social intellectual capital) on the relationship between the cleaner production strategy and the sustainable supply chain management practices using neural network analysis. Data were collected from 275 workers employed by the major Iraqi sugar and oil production company. Findings support the moderating effect of the green intellectual capital and its dimensions, with relational, or social capital exhibiting the strongest effect on the relationship between the cleaner production strategy and the sustainable supply chain management practices. This suggests that developing social capital, alongside the other two dimensions of the green intellectual capital, may contribute to the effective implementation of the cleaner production strategies conductive to the sustainable supply chain management practices.
References
Ahangar, R. (2011). The relationship between intellectual capital and financial performance: An empirical investigation in an Iranian company. African Journal of Business Management, 5(1). 88-95.
Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of management, 17(1), 99-120.
Benevene, P., Buonomo, I., Kong, E., Pansini, M., & Farnese, M. L. (2021). Management of green intellectual capital: Evidence-based literature review and future directions. Sustainability, 13(15), 8349.
Carter, C. R., & Liane Easton, P. (2011). Sustainable supply chain management: evolution and future directions. International journal of physical distribution & logistics management, 41(1), 46-62.
Carter, C. R., & Rogers, D. S. (2008). A framework of sustainable supply chain management: moving toward new theory. International journal of physical distribution & logistics management, 38(5), 360-387.
Chang, C. H., & Chen, Y. S. (2012). The determinants of green intellectual capital. Management decision, 50(1), 74-94.
Chen, Y. S. (2008). The positive effect of green intellectual capital on competitive advantages of firms. Journal of business ethics, 77, 271-286.
Edvinsson, L. and M. S. Malone: (1997), Intellectual Capital: Realizing Your Co._s True Value by Finding Its Hidden Roots (Harper Collin Publishers, USA).
Giannetti, B. F., Agostinho, F., Yang, Z., Liu, G., Hanckock, L., & Almeida, C. M. V. B. (2021). Widening Cleaner Production scope and targets: From local to global initiatives. Journal of Cleaner Production, 325, 129215.
Gold, S., Seuring, S., & Beske, P. (2010). Sustainable supply chain management and interorganizational resources: a literature review. Corporate social responsibility and environmental management, 17(4), 230-245.
Gunarathne, N., & Sankalpani, U. (2021). Diffusion of cleaner production in a developing country: The case of Sri Lanka. Journal of Cleaner Production, 311, 127626.
Hummels, H., & Argyrou, A. (2021). Planetary demands: Redefining sustainable development and sustainable entrepreneurship. Journal of Cleaner Production, 278, 123804.
Khan, N. U., Anwar, M., Li, S., & Khattak, M. S. (2021). Intellectual capital, financial resources, and green supply chain management as predictors of financial and environmental performance. Environmental science and pollution research, 28(16), 19755-19767.
Little, R. J., & Rubin, D. B. (2019). Statistical analysis with missing data (Vol. 793). John Wiley & Sons.
Liu, D., Yu, X., Huang, M., Yang, S., Isa, S. M., & Hu, M. (2022). The effects of green intellectual capital on green innovation: A green supply chain integration perspective. Frontiers in Psychology, 13, 830716.
Martín-de Castro, G., Díez-Vial, I., & Delgado-Verde, M. (2019). Intellectual capital and the firm: evolution and research trends. Journal of Intellectual Capital, 20(4), 555-580.
Meijuan, C. (2021). Application of ANN technique to predict the thermal conductivity of nanofluids: a review. Journal of Thermal Analysis and Calorimetry, 145(4), 2021-2032.
Mubarik, M. S., Naghavi, N., Mubarik, M., Kusi-Sarpong, S., Khan, S. A., Zaman, S. I., & Kazmi, S. H. A. (2021). Resilience and cleaner production in industry 4.0: Role of supply chain mapping and visibility. Journal of cleaner production, 292, 126058.
Muhammad, N.M.N. & Ismail, M.K.A. (2009). Intellectual capital efficiency and firm's performance: Study on Malaysian Financial Sectors. International Journal of Economics and Finance. 1 (2). p.p. p206.
Paulraj, A., Chen, I. J., & Blome, C. (2017). Motives and performance outcomes of sustainable supply chain management practices: A multi-theoretical perspective. Journal of Business Ethics, 145, 239-258.
Petty, R., & Guthrie, J. (2000). Intellectual capital literature review: measurement, reporting and management. Journal of intellectual capital, 1(2), 155-176.
Punj, N., Ahmi, A., Tanwar, A., & Rahim, S. A. (2023). Mapping the field of green manufacturing: A bibliometric review of the literature and research frontiers. Journal of Cleaner Production, 138729.
R Core Team (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available at: https://www.R-project.org/ , obtain on 20/October/2024.
Roos, G., & Roos, J. (1997). Measuring your company's intellectual performance. Long range planning, 30(3), 413-426.
Roth, P. L. (1994). Missing data: A conceptual review for applied psychologists. Personnel psychology, 47(3), 537-560.
Sangwan, K. S., & Mittal, V. K. (2015). A bibliometric analysis of green manufacturing and similar frameworks. Management of Environmental Quality: An International Journal, 26(4), 566-587.
Satyro, W. C., Contador, J. C., Monken, S. F. D. P., Lima, A. F. D., Soares Junior, G. G., Gomes, J. A., ... & Silva, L. S. (2023). Industry 4.0 implementation projects: the cleaner production strategy—a literature review. Sustainability, 15(3), 2161.
Seuring, S. (2013). A review of modeling approaches for sustainable supply chain management. Decision support systems, 54(4), 1513-1520.
Seuring, S., & Müller, M. (2008). From a literature review to a conceptual framework for sustainable supply chain management. Journal of cleaner production, 16(15), 1699-1710.
Sullivan, K., Thomas, S., & Rosano, M. (2018). Using industrial ecology and strategic management concepts to pursue the Sustainable Development Goals. Journal of cleaner production, 174, 237-246.
Svensson, G. (2007). Aspects of sustainable supply chain management (SSCM): conceptual framework and empirical example. Supply chain management: An international journal, 12(4), 262-266.
Swart, J. (2006). Intellectual capital: disentangling an enigmatic concept. Journal of Intellectual capital, 7(2), 136-159.
Tjahjadi, B., Agastya, I. B. G. A., Soewarno, N., & Adyantari, A. (2023). Green human capital readiness and business performance: do green market orientation and green supply chain management matter?. Benchmarking: An International Journal, 30(10), 3884-3905.
Vachon, S., & Klassen, R. D. (2008). Environmental management and manufacturing performance: The role of collaboration in the supply chain. International journal of production economics, 111(2), 299-315.
Vieira, L. C., & Amaral, F. G. (2016). Barriers and strategies applying Cleaner Production: a systematic review. Journal of Cleaner Production, 113, 5-16.
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