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Implementing Quantitative Techniques In Assessing The Risk Attitudes

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  • DRAGHICI, Dalis Maria

    ("Lucian Blaga" University, Economic Sciences, Sibiu)

Abstract

The financial risk does not only affect the future of a company, but also the dynamic of the economy itself. Therefore, a thorough examination of the risk in the decision-making process of a company represents a substantial aspect. Although research in this direction has been made, most of the approaches neither integrate qualitative variables with the measurable ones, nor consider historical data of the companies that are being evaluated. The empirical management has evolved, allowing us to compare and choose from different quantitative techniques in order to find answers to complex managerial problems. No matter the context, the decision-making process cannot be established without a comprehensive analysis of information that helps explaining trends, relationships and changes that can occur in the variables. Risk assessment expects that the term of risk to be defined not only in an explicit way, but also in a determinable way. The aim of this paper is to contribute to the advancement of the theory, but also to strengthen the practical utilization, being helpful in upgrading the research on risk. By finding the most suited models and techniques for an optimal risk assessment, the companies can benefit from having a rational support in the investment process.

Suggested Citation

  • DRAGHICI, Dalis Maria, 2021. "Implementing Quantitative Techniques In Assessing The Risk Attitudes," Studii Financiare (Financial Studies), Centre of Financial and Monetary Research "Victor Slavescu", vol. 25(2), pages 64-78, June.
    • Handle: RePEc:vls:finstu:v:25:y:2021:i:2:p:64-78
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    References listed on IDEAS

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    1. Paul H. Cootner & Daniel M. Holland, 1970. "Rate of Return and Business Risk," Bell Journal of Economics, The RAND Corporation, vol. 1(2), pages 211-226, Autumn.
    2. Yegmin Chang & Howard Thomas, 1989. "The impact of diversification strategy on risk‐return performance," Strategic Management Journal, Wiley Blackwell, vol. 10(3), pages 271-284, May.
    3. Fishburn, Peter C, 1977. "Mean-Risk Analysis with Risk Associated with Below-Target Returns," American Economic Review, American Economic Association, vol. 67(2), pages 116-126, March.
    4. Hurdle, Gloria J, 1974. "Leverage, Risk, Market Structure and Profitability," The Review of Economics and Statistics, MIT Press, vol. 56(4), pages 478-485, November.
    5. Carolyn Y. Woo, 1987. "Path analysis of the relationship between market share, business‐level conduct and risk," Strategic Management Journal, Wiley Blackwell, vol. 8(2), pages 149-168, March.
    6. Torben J. Andersen & Jerker Denrell & Richard A. Bettis, 2007. "Strategic responsiveness and Bowman's risk–return paradox," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 407-429, April.
    7. Henry Ogden Armour & David J. Teece, 1978. "Organizational Structure and Economic Performance: A Test of the Multidivisional Hypothesis," Bell Journal of Economics, The RAND Corporation, vol. 9(1), pages 106-122, Spring.
    8. Mao, James C T, 1970. "Survey of Capital Budgeting: Theory and Practice," Journal of Finance, American Finance Association, vol. 25(2), pages 349-360, May.
    9. Deephouse, David L. & Wiseman, Robert M., 2000. "Comparing alternative explanations for accounting risk-return relations," Journal of Economic Behavior & Organization, Elsevier, vol. 42(4), pages 463-482, August.
    10. Neumann, Manfred & Bobel, Ingo & Haid, Alfred, 1979. "Profitability, Risk and Market Structure in West German Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 27(3), pages 227-242, March.
    11. I. N. Fisher & G. R. Hall, 1969. "Risk and Corporate Rates of Return," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 83(1), pages 79-92.
    12. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    13. James G. March & Zur Shapira, 1987. "Managerial Perspectives on Risk and Risk Taking," Management Science, INFORMS, vol. 33(11), pages 1404-1418, November.
    14. Benjamin M. Oviatt & Alan D. Bauerschmidt, 1991. "Business Risk and Return: A Test of Simultaneous Relationships," Management Science, INFORMS, vol. 37(11), pages 1405-1423, November.
    15. Richard A. Bettis, 1981. "Performance differences in related and unrelated diversified firms," Strategic Management Journal, Wiley Blackwell, vol. 2(4), pages 379-393, October.
    16. Dan J. Laughhunn & John W. Payne & Roy Crum, 1980. "Managerial Risk Preferences for Below-Target Returns," Management Science, INFORMS, vol. 26(12), pages 1238-1249, December.
    17. David B. Jemison, 1987. "Risk and the Relationship Among Strategy, Organizational Processes, and Performance," Management Science, INFORMS, vol. 33(9), pages 1087-1101, September.
    18. Veliyath, Rajaram & Ferris, Stephen P., 1997. "Agency influences on risk reduction and operating performance: An empirical investigation among strategic groups," Journal of Business Research, Elsevier, vol. 39(3), pages 219-230, July.
    19. Richard A. Bettis & Vijay Mahajan, 1985. "Risk/Return Performance of Diversified Firms," Management Science, INFORMS, vol. 31(7), pages 785-799, July.
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    More about this item

    Keywords

    quantitative risk models; Bowman’s paradox; prospect theory; risk-return association;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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