Key Performance Indicators Identification and Prioritization for Environmental Sustainability in the Cement Manufacturing Industry in Pakistan Using Analytical Hierarchy Process
This paper examines the role of Key performance Indicators (KPIs) that is believed to influence the environmental sustainability of cement production of Pakistan. Environmental sustainability decision requires a scientific approach of identifying and prioritization of KPIs. The cement industries are confronted with challenges to implement sustainable manufacturing processes. The data gathered through questionnaire distributed among 213 respondents representing 24 cement plants were analyzed using Analytical Hierarchy Process (AHP). The proposed KPIs are supposed to assist the decision makers in achieving environmental sustainability. Among the 11 KPIs identified, the KPI “Total amount of Emissions in Metric tons of CO2 equivalent per year” was identified as having the highest impact on environmental sustainability.
2. Schoenherr, T. (2012), “The role of environmental management in sustainable business development: A multi-country investigation”, International Journal of Production Economics, Vol 140(1): pp. 116-128.
3. Jayal, A. D., F. Badurdeen, O. W. Dillon and I. S. Jawahir (2010), “Sustainable manufacturing: Modeling and optimization challenges at the product, process and system levels”, CIRP Journal of Manufacturing Science and Technology, Vol 2(3): pp. 144-152.
4. Amrina, E. and A. L. Vilsi (2015), “Key Performance Indicators for Sustainable Manufacturing Evaluation in Cement Industry”, Procedia CIRP Vol 26: pp. 19-23.
5. Zhong, Y. and P. Wu (2015), “Economic sustainability, environmental sustainability and constructability indicators related to concrete- and steel-projects”, Journal of Cleaner Production, Vol 108: pp. 748-756.
6. M.W. Doyle, D. G. H. (2009), “Infrastructure and the Environment”, Annual Review of Environment and Resources, Vol 34: pp. 349-373.
7. Tost, M., M. Hitch, V. Chandurkar, P. Moser and S. Feiel (2018), “The state of environmental sustainability considerations in mining”, Journal of Cleaner Production, Vol 182: pp. 969-977.
8. Jonathan D. Linton , R. K., Vaidyanathan Jayaramanc (2007), “Sustainable supply chains: An introduction”,
Journal of Operations Management, Vol 25: pp. 1075-1082.
9. Montabon, F., S. A. Melnyk, R. Sroufe and R. J. Calantone (2000), “ISO 14000: Assessing Its Perceived Impact on Corporate Performance”, Journal of Supply Chain Management, Vol 36(1): pp. 4-16.
10. Corbett, C. J. and D. A. Kirsch (2001), “International diffusion of iso 14000 certification”, Production and Operations Management, Vol 10(3): pp. 327-342.
11. King, A. and M. Lenox (2002), “Exploring the Locus of Profitable Pollution Reduction”, Management Science, Vol 48(2): pp. 289-299.
12. Hoque, A. and A. Clarke (2013), “Greening of industries in Bangladesh: pollution prevention practices”, Journal of Cleaner Production, Vol 51: pp. 47-56.
13. Bhupendra, K. V. and S. Sangle (2016), “Pollution prevention strategy: a study of Indian firms”, Journal of Cleaner Production, Vol 133: pp. 795-802.
14. Contrafatto, L. (2017), “Recycled Etna volcanic ash for cement, mortar and concrete manufacturing”, Construction and Building Materials, Vol 151: pp. 704-713.
15. Bourtsalas, A. C., J. Zhang, M. J. Castaldi and N. J. Themelis (2018), “Use of non-recycled plastics and paper as alternative fuel in cement production”, Journal of Cleaner Production, Vol 181: pp. 8-16.
16. Rahman, A., M. G. Rasul, M. M. K. Khan and S. Sharma (2015), “Recent development on the uses of alternative fuels in cement manufacturing process”, Fuel, Vol 145: pp. 84-99.
17. Georgiopoulou, M. and G. Lyberatos (2017), “Life cycle assessment of the use of alternative fuels in cement kilns: A case study”, Journal of Environmental Management.
18. Tsakiridis, P. E. S., M. Perraki, M. (2017),“Valorization of Dried Olive Pomace as an alternative fuel resource in cement clinkerization”, Construction and Building Materials, Vol 153: pp. 202-210.
19. Kamalapurkar, R. L. D., P. P. (2006), “Minimizing wastage of sheet metal for economical manufacturing”,
Journal of Materials Processing Technology, Vol 177(1): pp. 81-83.
20. Joung, C. B., J. Carrell, P. Sarkar and S. C. Feng (2013), “Categorization of indicators for sustainable manufacturing”, Ecological Indicators, Vol 24: pp. 148-157.
21. Sikdar, S. K. (2003), “Sustainable Development and Sustainability Metrics”, AIChE Journal, Vol 49(8): pp. 1928-1932.
22. Ali, H. H. and S. F. Al Nsairat (2009), “Developing a green building assessment tool for developing countries
– Case of Jordan”, Building and Environment, Vol 44(5): pp. 1053-1064.
23. Ramanathan, R. (2001), “A note on the use of the analytic hierarchy process for environmental impact assessment”, Journal of Environmental Management, Vol 63(1): pp. 27-35.