A System Dynamics Approach to Sustainable Business Model Transformation: A Manufacturing Case

Document Type : Research Article

Authors

1 Department of Management, Faculty of Science and Technology, Amirkabir University of Technology, Tehran, Iran.

2 Model-based Management Systems Institute (SAMAM), Tehran, Iran.

Abstract

Corporates and industries must make their businesses work more sustainably to benefit from a sustainable economy. Hence, corporate leaders are in a challenge of decision-making about transforming their business logic through innovative sustainable business models. The involvement of business models and environmental issues requires dealing with complexities that arise from a large number of interrelated actors as well as the dynamic nature of environmental issues. Early in its literature review, this paper summarizes the innovations and strategies for sustainable business model transformation. Most importantly, this paper proposes using System Dynamics (SD) modeling as a decision support tool that could support business cases with sustainability concerns. Later in this paper, a plastics manufacturer trying to utilize recycling and reuse in its production process exemplifies our discussion. The implications are then generalized to support managerial decisions raised by companies and corporations willing to integrate sustainability into their business models. In the case mentioned in this article, System Dynamics modeling and simulation helped managers deal with the uncertainties regarding their decisions, demonstrating how a sustainable business model could be adapted to a working production system. The simulation results show that a 32 percent raise in the recycling and reuse capacity in the manufacturing company could significantly improve the company's green image, and the quality could be controlled above 85 percent. Besides, savings from recycling and reuse will compensate for the investment in the transformation plan in 55 months.

Keywords


 Abdelkafi, N. and Täuscher, K., 2016. Business models for sustainability from a system dynamics perspective. Organization & Environment, 29(1), pp.74-96. https://doi.org/10.1177/1086026615592930.
Abdelkafi, N., Täuscher, K., 2015. Business Model Robustness: A System Dynamics Approach. Proc. 15th EURAM Conf. Warsaw,  2015, 17- 20 June. pp. 1–40.
Asif, F.M., Lieder, M. and Rashid, A., 2016. Multi-method simulation based tool to evaluate economic and environmental performance of circular product systems. Journal of Cleaner Production, 139, pp.1261-1281. https://doi.org/10.1016/j.jclepro.2016.08.122.
Azapagic, A. and Perdan, S., 2010. An integrated sustainability decision-support framework Part II: Problem analysis. The International Journal of Sustainable Development & World Ecology, 12(2), pp.112-131. https://doi.org/10.1080/13504500509469623.
Azapagic, A. and Perdan, S., 2005. An integrated sustainability decision-support framework Part I: Problem structuring. The International Journal of Sustainable Development & World Ecology, 12(2), pp.98-111. https://doi.org/10.1080/13504500509469622.
Bebbington, J. and Gray, R., 2001. An account of sustainability: failure, success and a reconceptualization. Critical perspectives on accounting, 12(5), pp.557-587. https://doi.org/10.1006/cpac.2000.0450.
Bebbington, J., Gray, R., Hibbitt, C. and Kirk, E., 2001. Full cost accounting: An agenda for action (No. 73, p. 172). London: Certified Accountants Educational Trust.
Bocken, N.M., De Pauw, I., Bakker, C. and Van Der Grinten, B., 2016. Product design and business model strategies for a circular economy. Journal of industrial and production engineering, 33(5), pp.308-320. https://doi.org/10.1080/21681015.2016.1172124.
Bocken, N.M., Short, S.W., Rana, P. and Evans, S., 2014. A literature and practice review to develop sustainable business model archetypes. Journal of cleaner production, 65, pp.42-56. https://doi.org/10.1016/j.jclepro.2013.11.039.
Chen, J., Chen, L., Chen, J. and Xie, K., 2018. Mechanism and policy combination of technical sustainable entrepreneurship crowdfunding in China: A system dynamics analysis. Journal of Cleaner Production, 177, pp.610-620. https://doi.org/10.1016/j.jclepro.2017.12.217.
Demil, B. and Lecocq, X., 2010. Business model evolution: in search of dynamic consistency. Long range planning, 43(2-3), pp.227-246. https://doi.org/10.1016/j.lrp.2010.02.004.
Duran-Encalada, J.A. and Paucar-Caceres, A., 2012. A system dynamics sustainable business model for petroleos mexicanos (Pemex): case based on the global reporting initiative. Journal of the operational research society, 63(8), pp.1065-1078. https://doi.org/10.1057/jors.2011.115.
Dyllick, T. and Hockerts, K., 2002. Beyond the business case for corporate sustainability. Business strategy and the environment, 11(2), pp.130-141. https://doi.org/10.1002/bse.323.
Emas, R., 2015. Brief for GSDR 2015 The Concept of Sustainable Development: Definition and Defining Principles. Florida International University: Washington, DC, USA.
Epstein, M.J. and Roy, M.J., 2003. Making the business case for sustainability: linking social and environmental actions to financial performance. Journal of Corporate Citizenship, 9(1), pp.79-96.
Geissdoerfer, M., Vladimirova, D. and Evans, S., 2018. Sustainable business model innovation: A review. Journal of cleaner production, 198, pp.401-416. https://doi.org/10.1016/j.jclepro.2018.06.240.
Geissdoerfer, M., Weerdmeester, R., 2019. Managing business model innovation for relocalization in the process and manufacturing industry, Journal of Business Chemistry, 16(1), pp.11-25. https://doi.org/10.17879/76199421565.
Gomez-Segura, M., Oleghe, O., Salonitis, K., 2019. Analysis of lean manufacturing strategy using system dynamics modelling of a business model. International Journal of Lean Six Sigma, 11(5), pp.849-877. https://doi.org/10.1108/IJLSS-05-2017-0042.
Gommes, C.J., Blacher, S., Dunsmuir, J.H., Tsou, A.H., 2012. Practical methods for measuring the tortuosity of porous materials from binary or gray‐tone tomographic reconstructions. AIChE Journal, 55(8), pp.2000-2012. https://doi.org/10.1002/aic.11812.
Gray, R., Bebbington, J., 2000. Environmental accounting, managerialism and sustainability: Is the planet safe in the hands of business and accounting? In Advances in environmental accounting & management. 1, pp.1–44. https://doi.org/10.1016/S1479-3598(00)01004-9.
Hosseini, S.H., Shakouri G., H., Kazemi, A., Zareiyan, R., Mousavian, M., 2019. An investigation of project portfolio management dynamics in the energy sector (Case study: An Iranian independent power producer). Kybernetes, 49(2), pp.505-525. https://doi.org/10.1108/K-12-2018-0688.
Hutchinson, D., Walker, K., 2012. An assessment of the early stages of a sustainable business model in the Canadian fast food industry. European Business Review, 24 (6), pp.519–531.  https://doi.org/10.1108/09555341211270537.
Mansilha, R.B., Collatto, D.C., Lacerda, D.P., Morandi, M.I.W.M. and Piran, F.S., 2019. Environmental externalities in broiler production: an analysis based on system dynamics. Journal of Cleaner Production, 209, pp.190-199. https://doi.org/10.1016/j.jclepro.2018.10.179.
Melkonyan, A., Gottschalk, D., Vasanth, V.K., 2017. Sustainability assessments and their implementation possibilities within the business models of companies. Sustainable Production and Consumption, 12, pp.1-15. https://doi.org/10.1016/j.spc.2017.04.001.
Moellers, T., von der Burg, L., Bansemir, B., Pretzl, M. and Gassmann, O., 2019. System dynamics for corporate business model innovation. Electronic Markets, 29(3), pp.387-406.  https://doi.org/10.1007/s12525-019-00329-y.
Moultrie, J., Sutcliffe, L. and Maier, A., 2015. Exploratory study of the state of environmentally conscious design in the medical device industry. Journal of Cleaner Production, 108, pp.363-376. https://doi.org/10.1016/j.jclepro.2015.06.014.
Parraguez Ruiz, P., Maier, A.M., 2018. Networked capabilities for sustainable energy solutions. In Accelerating the Clean Energy Revolution-Perspectives on Innovation Challenges: DTU International Energy Report 2018 (pp. 29-35).
Rafiei, H., Rabbani‎, M., Hosseini‎, S. 2014. . Capacity Coordination under Demand Uncertainty in a Hybrid Make-‎ To-Stock/Make-To-Order Environment: A System Dynamics‎ Approach. Scientia Iranica, 21(6), pp.2315-2325. http://scientiairanica.sharif.edu/article_3624.html.
Rodrigues, V., Pigosso, D., McAloone, T., 2017a. Building a business case for ecodesign implementation: a system dynamics approach. In DS 87-1 Proceedings of the 21st International Conference on Engineering Design (ICED 17) Vol 1: Resource Sensitive Design, Design Research Applications and Case Studies, Vancouver, Canada, 21-25.08. 2017 (pp. 179-188).
Rodrigues, V.P., Pigosso, D.C.A., McAloone, T.C., 2017b. Simulation-Based Business Case for PSS: A System Dynamics Framework. Procedia CIRP, 64, pp.283-288. https://doi.org/10.1016/j.procir.2017.03.014.
Schaltegger, S., Bennett, M., Burritt, R., 2006. Sustainability accounting and reporting: development, linkages and reflection. An introduction. In Sustainability accounting and reporting, Springer, Dordrecht. pp. 1-33. https://doi.org/10.1007/978-1-4020-4974-3_1.
Schaltegger, S. and Burritt, R.L., 2010. Sustainability accounting for companies: Catchphrase or decision support for business leaders?. Journal of World Business, 45(4), pp.375-384. https://doi.org/10.1016/j.jwb.2009.08.002.
Schaltegger, S., Hansen, E.G., Lüdeke-Freund, F., 2016a. Business models for sustainability: Origins, present research, and future avenues. Organization & Environment, 29(1), pp.3-10. https://doi.org/10.1177/1086026615599806.
Schaltegger, S., Lüdeke-Freund, F., Hansen, E.G., 2016b. Business models for sustainability: A co-evolutionary analysis of sustainable entrepreneurship, innovation, and transformation. Organization & Environment, 29(3), pp.264-289. https://doi.org/10.1177/1086026616633272.
Schaltegger, S., Lüdeke-Freund, F., Hansen, E.G., 2012. Business cases for sustainability and the role of business model innovation: developing a conceptual framework. Centre for Sustainability Management (CSM), Leuphana Universität Lüneburg. pp.1-32. Available at: https://ssrn.com/abstract=2010506.
Schaltegger, S. and Wagner, M., 2006. Integrative management of sustainability performance, measurement and reporting. International Journal of Accounting, Auditing and Performance Evaluation, 3(1), pp.1-19. https://doi.org/10.1504/IJAAPE.2006.010098.
Simon, H.A., 1957. Models of man; social and rational., Wiley, Oxford,  England.
Sterman, J.D., 2000. Business Dynamics: Systems Thinking and Modeling for a Complex World. Irwin McGraw-Hill.
Stubbs, W. and Cocklin, C., 2008. Conceptualizing a “sustainability business model”. Organization & environment, 21(2), pp.103-127. https://doi.org/10.1177/1086026608318042.
Täuscher, K. and Abdelkafi, N., 2018. Scalability and robustness of business models for sustainability: A simulation experiment. Journal of Cleaner Production, 170, pp.654-664. https://doi.org/10.1016/j.jclepro.2017.09.023.
Teece, D.J., 2010. Business models, business strategy and innovation. Long range planning, 43(2-3), pp.172-194. https://doi.org/10.1016/j.lrp.2009.07.003.
Tonelli, F., Evans, S. and Taticchi, P., 2013. Industrial sustainability: challenges, perspectives, actions. International Journal of Business Innovation and Research, 7(2), pp.143-163. https://doi.org/10.1504/IJBIR.2013.052576.
WCED, S.W.S., 1987. World commission on environment and development. Our common future, 17(1), pp.1-91.
Ziout, A., Azab, A., Altarazi, S. and ElMaraghy, W.H., 2013. Multi-criteria decision support for sustainability assessment of manufacturing system reuse. CIRP Journal of Manufacturing Science and Technology, 6(1), pp.59-69. https://doi.org/10.1016/j.cirpj.2012.10.006.
Zott, C., Amit, R. and Massa, L., 2011. The business model: recent developments and future research. Journal of management, 37(4), pp.1019-1042. https://doi.org/10.1177/0149206311406265.
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