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2019 | OriginalPaper | Buchkapitel

Fuzzy Modeling of Customized Solutions for Corporate Performance Assessment

verfasst von : Marius Pîslaru, Silvia Avasilcăi, Lidia Elena Alexa

Erschienen in: Eurasian Business Perspectives

Verlag: Springer International Publishing

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Abstract

The social environment in which corporations operate is affected by their actions but equally corporations experience the pressures of society. The idea that the economic environment is currently in a transition phase from the knowledge-based economy and society to the innovation economy and society is strongly emphasized by the policy makers and experts’ publications and reports underlining the pressure the companies are under in order to adjust to the environmental and economic changes and to become more competitive. The paper aims to develop and test, in a textile company from Iasi, a performance assessment model based on fuzzy modelling techniques. In order to assess corporate performance Balanced Scorecard approach was considered based on fuzzy technique. The corporate performance using lagging and leading indicators suggests that business performance should be evaluated not only by using financial indicators but also by simultaneously considering non-financial indicators. This way, it is possible to evaluate the business performance from a strategic perspective, taking into account not only past results but also leading indicators. The fuzzy it is suitable for industrial firms to monitor the performance indicators that can contribute to a sustainable competitive position.

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Literatur
Zurück zum Zitat Avram, E., & Avasilcai, S. (2014). Business performance measurement in relation to corporate social responsibility: A conceptual model development. Procedia Social and Behavioral Sciences, 109, 1142–1146.CrossRef Avram, E., & Avasilcai, S. (2014). Business performance measurement in relation to corporate social responsibility: A conceptual model development. Procedia Social and Behavioral Sciences, 109, 1142–1146.CrossRef
Zurück zum Zitat Boj, J. J., Rodriguez-Rodriguez, R., & Alfaro-Saiz, J. J. (2014). An ANP-multi-criteria-based methodology to link intangible assets and organizational performance in a Balanced Scorecard context. Decision Support Systems, 68, 98–110.CrossRef Boj, J. J., Rodriguez-Rodriguez, R., & Alfaro-Saiz, J. J. (2014). An ANP-multi-criteria-based methodology to link intangible assets and organizational performance in a Balanced Scorecard context. Decision Support Systems, 68, 98–110.CrossRef
Zurück zum Zitat Hoque, Z. (2014). 20 years of studies on the balanced scorecard: Trends, accomplishments, gaps and opportunities for future research. The British Accounting Review, 46(1), 33–59.CrossRef Hoque, Z. (2014). 20 years of studies on the balanced scorecard: Trends, accomplishments, gaps and opportunities for future research. The British Accounting Review, 46(1), 33–59.CrossRef
Zurück zum Zitat Ihsan, Y., & Dagdeviren, M. (2010). Using the fuzzy analytic network process (ANP) for balanced scorecard (BSC): A case study for a manufacturing firm. Expert Systems with Applications, 37, 1270–1278.CrossRef Ihsan, Y., & Dagdeviren, M. (2010). Using the fuzzy analytic network process (ANP) for balanced scorecard (BSC): A case study for a manufacturing firm. Expert Systems with Applications, 37, 1270–1278.CrossRef
Zurück zum Zitat Kaplan, R. S., & Norton, D. P. (1992). The balanced scorecard-measures that drive performance. Harvard Business Review, 70, 71–79. Kaplan, R. S., & Norton, D. P. (1992). The balanced scorecard-measures that drive performance. Harvard Business Review, 70, 71–79.
Zurück zum Zitat 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. (1996). Using the balanced scorecard as a strategic management system. Harvard Business Review, 74(1), 75–85.
Zurück zum Zitat Kaplan, R. S., & Norton, D. P. (2006a). Alignment: Using the balanced scorecard to create corporate synergies. Boston: HBS Press. Kaplan, R. S., & Norton, D. P. (2006a). Alignment: Using the balanced scorecard to create corporate synergies. Boston: HBS Press.
Zurück zum Zitat Kaplan, R. S., & Norton, D. P. (2006b). How to implement a new strategy without disrupting your organization. Harvard Business Review, March, 100–109. Kaplan, R. S., & Norton, D. P. (2006b). How to implement a new strategy without disrupting your organization. Harvard Business Review, March, 100–109.
Zurück zum Zitat Lee, A. H. I., Chen, W. C., & Chang, C. J. (2008). A fuzzy AHP and BSC approach for evaluating performance of IT department in the manufacturing industry in Taiwan. Expert Systems with Applications, 34, 96–107.CrossRef Lee, A. H. I., Chen, W. C., & Chang, C. J. (2008). A fuzzy AHP and BSC approach for evaluating performance of IT department in the manufacturing industry in Taiwan. Expert Systems with Applications, 34, 96–107.CrossRef
Zurück zum Zitat Leon-Soriano, R., Munoz-Torez, M. J., & Chalmeta-Rosalen, R. (2010). Methodology for sustainability strategic planning and management. Industrial Management & Data Systems, 110(2), 249–268.CrossRef Leon-Soriano, R., Munoz-Torez, M. J., & Chalmeta-Rosalen, R. (2010). Methodology for sustainability strategic planning and management. Industrial Management & Data Systems, 110(2), 249–268.CrossRef
Zurück zum Zitat Leung, L. C., Lam, K. C., & Cao, D. (2006). Implementing the balanced scorecard using the analytic hierarchy process and the analytic network process. The Journal of the Operational Research Society, 57, 682–691.CrossRef Leung, L. C., Lam, K. C., & Cao, D. (2006). Implementing the balanced scorecard using the analytic hierarchy process and the analytic network process. The Journal of the Operational Research Society, 57, 682–691.CrossRef
Zurück zum Zitat Lynch, R., & Cross, K. (1995). Measure up! Yardsticks for continuous improvement. Cambridge, MA: Basil Blackwell. Lynch, R., & Cross, K. (1995). Measure up! Yardsticks for continuous improvement. Cambridge, MA: Basil Blackwell.
Zurück zum Zitat Neely, A. (2002). Business performance measurement: Theory and practice. Cambridge: Cambridge University Press.CrossRef Neely, A. (2002). Business performance measurement: Theory and practice. Cambridge: Cambridge University Press.CrossRef
Zurück zum Zitat Phillis, Y. A., & Andriantiatsaholiniaina, L. A. (2001). Sustainability: An ill-defined concept and its assessment using fuzzy logic. Ecological Economics, 37, 435–456.CrossRef Phillis, Y. A., & Andriantiatsaholiniaina, L. A. (2001). Sustainability: An ill-defined concept and its assessment using fuzzy logic. Ecological Economics, 37, 435–456.CrossRef
Zurück zum Zitat Phillis, Y. A., & Davis, B. J. (2008). Assessment of corporate sustainability via fuzzy logic. Journal of Intelligent and Robotic Systems, 55, 3–20.CrossRef Phillis, Y. A., & Davis, B. J. (2008). Assessment of corporate sustainability via fuzzy logic. Journal of Intelligent and Robotic Systems, 55, 3–20.CrossRef
Zurück zum Zitat Phillis, Y. A., & Kouikoglou, V. S. (2009). Fuzzy measurement of sustainability. New York: Nova Science. Phillis, Y. A., & Kouikoglou, V. S. (2009). Fuzzy measurement of sustainability. New York: Nova Science.
Zurück zum Zitat Rabbani, A., Zamani, M., Yazdani-Chamzini, A., & Zavadskas, E. K. (2014). Proposing a new integrated model based on sustainability balanced scorecard (SBSC) and MCDM approaches by using linguistic variables for the performance evaluation of oil producing companies. Expert Systems with Applications, 41, 7316–7327.CrossRef Rabbani, A., Zamani, M., Yazdani-Chamzini, A., & Zavadskas, E. K. (2014). Proposing a new integrated model based on sustainability balanced scorecard (SBSC) and MCDM approaches by using linguistic variables for the performance evaluation of oil producing companies. Expert Systems with Applications, 41, 7316–7327.CrossRef
Zurück zum Zitat Silk, S. (1998). Automating the balanced scorecard. Management Accountant, 79(11), 38–40. Silk, S. (1998). Automating the balanced scorecard. Management Accountant, 79(11), 38–40.
Zurück zum Zitat Sohn, M. H., You, T., Lee, S.-L., & Lee, H. (2003). Corporate strategies, environmental forces, and performance measures: A weighting decision support system using the K-nearest neighbor technique. Expert Systems with Applications, 25, 279–292.CrossRef Sohn, M. H., You, T., Lee, S.-L., & Lee, H. (2003). Corporate strategies, environmental forces, and performance measures: A weighting decision support system using the K-nearest neighbor technique. Expert Systems with Applications, 25, 279–292.CrossRef
Zurück zum Zitat Sorooshian, S., Aziz, N. F., Ahmad, A., Jubidin, S. N., & Mustapha, N. M. (2016). Review on performance measurement systems. Mediterranean Journal of Social Sciences, 7(1), 123–132. Sorooshian, S., Aziz, N. F., Ahmad, A., Jubidin, S. N., & Mustapha, N. M. (2016). Review on performance measurement systems. Mediterranean Journal of Social Sciences, 7(1), 123–132.
Zurück zum Zitat Sveiby, K. (1997). The new organizational wealth. San Francisco, CA: Berrett-Koehler. Sveiby, K. (1997). The new organizational wealth. San Francisco, CA: Berrett-Koehler.
Zurück zum Zitat Tseng, M. L. (2010). Implementation and performance evaluation using the fuzzy network balanced scorecard. Computers in Education, 55(1), 188–201.CrossRef Tseng, M. L. (2010). Implementation and performance evaluation using the fuzzy network balanced scorecard. Computers in Education, 55(1), 188–201.CrossRef
Zurück zum Zitat Westbrook, R., Kumar, P., & Epstein, M. (2000). The drivers of customer and corporate profitability: Modeling, measuring and managing the causal relationships. Advances in Management Accounting, 9, 43–72. Westbrook, R., Kumar, P., & Epstein, M. (2000). The drivers of customer and corporate profitability: Modeling, measuring and managing the causal relationships. Advances in Management Accounting, 9, 43–72.
Zurück zum Zitat Yuan, F. C., & Chiu, C. H. (2009). A hierarchical design of case-based reasoning in the balanced scorecard application. Expert Systems with Applications, 36, 333–342.CrossRef Yuan, F. C., & Chiu, C. H. (2009). A hierarchical design of case-based reasoning in the balanced scorecard application. Expert Systems with Applications, 36, 333–342.CrossRef
Zurück zum Zitat Yüksel, İ., & Dağdeviren, M. (2010). Using the fuzzy analytic network process (ANP) for Balanced Scorecard (BSC): A case study for a manufacturing firm. Expert Systems with Applications, 37(2), 1270–1278. Yüksel, İ., & Dağdeviren, M. (2010). Using the fuzzy analytic network process (ANP) for Balanced Scorecard (BSC): A case study for a manufacturing firm. Expert Systems with Applications, 37(2), 1270–1278.
Metadaten
Titel
Fuzzy Modeling of Customized Solutions for Corporate Performance Assessment
verfasst von
Marius Pîslaru
Silvia Avasilcăi
Lidia Elena Alexa
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-11872-3_17