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Time Evolution Analysis And Forecast Of Key Performance Indicators In A Balanced Scorecard

Author

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  • Bernard Morard
  • Alexandru Stancu
  • Christophe Jeannette

Abstract

This paper offers a generic and rational construction of Balanced Scorecard. The construction involves implementing a time-managed approach to identify the evolution of the main contributors to the current company’s strategy as well as their behavior in the future organizational performance. After the optimal structure of the model is generated employing financial and non-financial strategic indicators collected from the organization, the study puts forward a realistic analysis of the evolution in time of the performance metrics. This analysis is based on the Partial Least Square equations behind the Balanced Scorecard proposed methodology, statistically comparable to the Structural Equation Modeling. Using historical data in the final model, an accurate prediction of the performance indicators can be achieved in the Balanced Scorecard tool as the approach establishes a stable cause-and-effect sequence. Under certain statistical assumptions, this allows forecasting the effects of future strategic decisions. Although the paper proposes a generic methodology, applicable to any organization, both public or private, commercial or non-profit, this technique is applied, reinforced and validated with a practical example from a public-owned Swiss electricity company.

Suggested Citation

  • Bernard Morard & Alexandru Stancu & Christophe Jeannette, 2013. "Time Evolution Analysis And Forecast Of Key Performance Indicators In A Balanced Scorecard," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 7(2), pages 9-27.
  • Handle: RePEc:ibf:gjbres:v:7:y:2013:i:2:p:9-27
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    Citations

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    Cited by:

    1. LIN, Zhijun & YU, Zengbiao & ZHANG, Liqun, 2014. "Performance outcomes of balanced scorecard application in hospital administration in China," China Economic Review, Elsevier, vol. 30(C), pages 1-15.
    2. Aleksander Janeš & Armand Faganel, 2015. "Managing Sustainable Profit," MIC 2015: Managing Sustainable Growth; Proceedings of the Joint International Conference, Portorož, Slovenia, 28–30 May 2015,, University of Primorska, Faculty of Management Koper.
    3. Marie H. Bani Khaled & Salem S. Al-Oun, 2019. "Strategic Planning Using Balanced Scorecard an Experience by Al Al-Bayt University, Jordan," International Journal of Academic Research in Accounting, Finance and Management Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Accounting, Finance and Management Sciences, vol. 9(4), pages 144-159, October.
    4. Fethi, Sami & Rahuma, Abdulhamid, 2020. "The impact of eco-innovation on CO2 emission reductions: Evidence from selected petroleum companies," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 108-115.
    5. Abdulhamid Rahuma & Sami Fethi, 2022. "A new approach to evaluate environmental strategy: Empirical evidence from international petroleum companies using the balanced scorecard model," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3152-3165, November.

    More about this item

    Keywords

    Balanced Scorecard; Key Performance Indicators; Performance Measurement; Structural Equation Modeling (SEM); Partial Least Squares (PLS); Principal Component Analysis (PCA); Public Organization; Energy Industry; Energetic Sector;
    All these keywords.

    JEL classification:

    • G39 - Financial Economics - - Corporate Finance and Governance - - - Other
    • M19 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Other
    • M40 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - General
    • L32 - Industrial Organization - - Nonprofit Organizations and Public Enterprise - - - Public Enterprises; Public-Private Enterprises

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