AN INTEGRATED METHOD FOR EVALUATING MANUFACTURING INDUSTRY STRATEGY MAP IN THE DIGITAL TRANSFORMATION ERA USING DEMATEL ANP AND BALANCED SCORECARD METHODS
DOI:
https://doi.org/10.31539/e9bqj107Keywords:
Digital transformation, Strategy Map, Balanced Scorecard, DEMATEL Method, ANP MethodAbstract
Digital transformation has played a pivotal role in shaping corporate strategies, influencing the selection of the most effective approaches to optimize benefits while minimizing the disruptive impact of technological change. This study aims to identify suitable digital transformation strategies within Indonesia’s textile and automotive manufacturing industries to support the country’s economic goals for 2030. The research methodology involves developing a strategy map and determining the most influential and prioritized strategic objectives through a quantitative approach, using interviews and questionnaires based on the Balanced Scorecard framework. The collected data is analyzed using DEMATEL and ANP techniques. The developed strategy map reveals that “Industrial Transformation 4.0” is the most influential strategic objective, while “Increasing Profitability” is identified as the top priority.
References
Acuña-Carvajal, F., Moraga, J. A., Quezada, L. E., Espinoza, J., & Gutiérrez, S. (2019). An integrated method to plan, structure and validate a business strategy using fuzzy DEMATEL and the balanced scorecard. Expert Systems with Applications, 122, 351–368.
Behn, R. D. (2003). Why measure performance? Different purposes require different measures. Public Administration Review, 63(5), 586–606.
Bharadwaj, A. S., El Sawy, O. A., Pavlou, P. A., & Venkatraman, N. (2013). Digital business strategy: Toward a next generation of insights. MIS Quarterly, 37(2), 471–482.
Bhatia, M. S., & Kumar, S. (2020). Critical success factors of Industry 4.0 in automotive manufacturing industry. IEEE Transactions on Engineering Management. https://doi.org/10.1109/TEM.2020.3015033
Chanias, S., & Hess, T. (2016). Understanding digital transformation strategy formation: Insights from Europe’s automotive industry. Proceedings of the 37th International Conference on Information Systems (ICIS), Dublin, Ireland.
Chanias, S., Myers, M. D., & Hess, T. (2019). Digital transformation strategy making in pre-digital organizations: The case of a financial services provider. The Journal of Strategic Information Systems, 28(1), 17–33.
Christensen, C. M., Raynor, M. E., & McDonald, R. (2015). Disruptive innovation: An intellectual history and directions for future research. Journal of Product Innovation Management, 32(1), 9–27. https://doi.org/10.1111/jpim.12163
Fichman, R. G., Dos Santos, B. L., & Zheng, Z. E. (2014). Digital innovation as a fundamental and powerful concept in the information systems curriculum. MIS Quarterly, 38(2), 329–353.
Jeffrey, S. N., Rockström, J., Sachs, J. D., Narasimhan, V., Oviedo, M., & Espey, J. (2019). Six transformations to achieve the Sustainable Development Goals. Nature Sustainability, 2, 805–814.
Kaplan, R. S., & Norton, D. P. (1992). The balanced scorecard: Measures that drive performance. Harvard Business Review, 70(1), 71–79.
Kaplan, R. S., & Norton, D. P. (1996). Using the balanced scorecard as a strategic management system. Harvard Business Review, 74(1), 75–85.
Kaplan, R. S., & Norton, D. P. (2000). The strategy-focused organization: How balanced scorecard companies thrive in the new business environment. Harvard Business School Press.
López-Ospina, H., Quezada, L. E., Barros-Castro, R. A., Gonzalez, M. A., & Palominos, P. I. (2017). A method for designing strategy maps using DEMATEL and linear programming. Management Decision, 55(8), 1802–1823. https://doi.org/10.1108/MD-08-2016-0597
Matt, C., Hess, T., & Benlian, A. (2015). Digital transformation strategies. Business & Information Systems Engineering, 57(5), 339–343.
Meade, L. M., & Sarkis, J. (1998). Strategic analysis of logistics and supply chain management systems using the ANP model. Journal of the Operational Research Society, 49(9), 889–899.
Mitroulis, D., & Kitsios, F. (2019). Digital transformation strategy: A literature review. Proceedings of the 6th National Student Conference of HELORS, Xanthi, Greece.
Moraga, J. A., Acuña-Carvajal, F., Gutiérrez, S., & Quezada, L. E. (2020). A quantitative methodology to enhance a strategy map. International Journal of Production Economics, 219, 43–53.
Nadeem, A., Abedin, B., Cerpa, N., & Chew, E. (2018). Editorial: Digital transformation & digital business strategy in electronic commerce—The role of organizational capabilities. Journal of Theoretical and Applied Electronic Commerce Research, 13(2), i–viii. https://doi.org/10.4067/S0718-18762018000200101
Parviainen, P., Tihinen, M., Kääriäinen, J., & Teppola, S. (2017). Tackling the digitalization challenge: How to benefit from digitalization in practice. International Journal of Information Systems and Project Management, 5(1), 63–77.
Quezada, L. E., & López-Ospina, H. A. (2014). A method for designing a strategy map using AHP and linear programming. International Journal of Production Economics, 158, 244–255. https://doi.org/10.1016/j.ijpe.2014.08.007
Quezada, L. E., Moraga, J. A., & Gutiérrez, S. (2018). Identifying causal relationships in strategy maps using ANP and DEMATEL. Computers & Industrial Engineering, 118, 170–179.
Ross, J. W., Sebastian, I. M., Beath, C. M., Mocker, M., Moloney, K. G., & Fonstad, N. O. (2016). Designing and executing digital strategies. Proceedings of the 37th International Conference on Information Systems (ICIS), Dublin, Ireland.
Saaty, T. L. (2001). Decision making with dependence and feedback: The analytic network process. RWS Publications.
Saaty, T. L. (2006). Fundamentals of decision making and priority theory with the analytic hierarchy process. RWS Publications.
Shieh, J. I., & Wu, H. H. (2008). Applying DEMATEL method with linguistic weights to establish a cause-effect model of technology innovation in department stores. WSEAS Transactions on Information Science and Applications, 5(6), 953–964. Tzeng, G. H., & Huang, J. J. (2011). Multiple attribute decision making: Methods and applications. CRC Press.
Valmohammadi, C., & Sofiyabadi, J. (2015). Modeling cause and effect relationships of strategy map using fuzzy DEMATEL and fourth generation of balanced scorecard. Benchmarking: An International Journal.
Varmazyar, M., Dehghanbaghi, M., & Afkhami, M. (2016). A novel hybrid MCDM model for performance evaluation of research and technology organizations based on BSC approach. Evaluation and Program Planning, 58, 125–140.
Wankhede, V. A., & Vinodh, S. (2021). State of the art review on Industry 4.0 in manufacturing with the focus on automotive sector. International Journal of Lean Six Sigma
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