IDEAS home Printed from https://ideas.repec.org/a/spr/eurjdp/v6y2018i1d10.1007_s40070-018-0078-3.html
   My bibliography  Save this article

Financial decision support: an overview of developments and recent trends

Author

Listed:
  • Constantin Zopounidis

    (Technical University of Crete
    Audencia Business School)

  • Michalis Doumpos

    (Technical University of Crete)

  • Dimitrios Niklis

    (Technical University of Crete)

Abstract

Since the early applications of operations research and management science techniques in corporate financial management, financial decision support has evolved to a multi-disciplinary field combing different analytical approaches and technologies for supporting the decision-making process for financial problems faced by firms, organizations, and individuals. This paper provides an overview of the nature of financial decision support and its contributions, covering past developments and advances, as well as current trends and emerging topics on methodological, application, and implementation issues.

Suggested Citation

  • Constantin Zopounidis & Michalis Doumpos & Dimitrios Niklis, 2018. "Financial decision support: an overview of developments and recent trends," EURO Journal on Decision Processes, Springer;EURO - The Association of European Operational Research Societies, vol. 6(1), pages 63-76, June.
  • Handle: RePEc:spr:eurjdp:v:6:y:2018:i:1:d:10.1007_s40070-018-0078-3
    DOI: 10.1007/s40070-018-0078-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40070-018-0078-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40070-018-0078-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hallerbach, Winfried & Ning, Haikun & Soppe, Aloy & Spronk, Jaap, 2004. "A framework for managing a portfolio of socially responsible investments," European Journal of Operational Research, Elsevier, vol. 153(2), pages 517-529, March.
    2. Frederick S. Hillier, 1963. "The Derivation of Probabilistic Information for the Evaluation of Risky Investments," Management Science, INFORMS, vol. 9(3), pages 443-457, April.
    3. Caslav Bozic & Stephan Chalup & Detlef Seese, 2012. "Application of Intelligent Systems for News Analytics," Springer Optimization and Its Applications, in: Michael Doumpos & Constantin Zopounidis & Panos M. Pardalos (ed.), Financial Decision Making Using Computational Intelligence, edition 127, chapter 0, pages 71-101, Springer.
    4. Xidonas, Panagiotis & Mavrotas, George & Zopounidis, Constantin & Psarras, John, 2011. "IPSSIS: An integrated multicriteria decision support system for equity portfolio construction and selection," European Journal of Operational Research, Elsevier, vol. 210(2), pages 398-409, April.
    5. Michael C. Jensen, 2010. "Value Maximization, Stakeholder Theory, and the Corporate Objective Function," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 32-42, January.
    6. Manfred Gilli & Dietmar Maringer & Peter Winker, 2008. "Applications of Heuristics in Finance," International Handbooks on Information Systems, in: Detlef Seese & Christof Weinhardt & Frank Schlottmann (ed.), Handbook on Information Technology in Finance, chapter 26, pages 635-653, Springer.
    7. Charnes, A & Cooper, Ww & Ijiri, Y, 1963. "Breakeven Budgeting And Programming To Goals," Journal of Accounting Research, Wiley Blackwell, vol. 1(1), pages 16-39.
    8. Mareschal, B. & Brans, J. P., 1991. "BANKADVISER: An industrial evaluation system," European Journal of Operational Research, Elsevier, vol. 54(3), pages 318-324, October.
    9. Flood, Mark D. & Lemieux, Victoria L. & Varga, Margaret & William Wong, B.L., 2016. "The application of visual analytics to financial stability monitoring," Journal of Financial Stability, Elsevier, vol. 27(C), pages 180-197.
    10. Sprague, Ralph H & Watson, Hugh J, 1976. "A decision support system for banks," Omega, Elsevier, vol. 4(6), pages 657-671.
    11. Spronk, J. & Hallerbach, W.G.P.M., 2002. "The Relevance of MCDM for Financial Decisions," ERIM Report Series Research in Management ERS-2002-69-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    12. Srinivasan, Venkat & Ruparel, Bharat, 1990. "CGX: An expert support system for credit granting," European Journal of Operational Research, Elsevier, vol. 45(2-3), pages 293-308, April.
    13. E. Samanidou & E. Zschischang & D. Stauffer & T. Lux, 2007. "Agent-based Models of Financial Markets," Papers physics/0701140, arXiv.org.
    14. Chih-Hsiang Chang, 2017. "Exploring stock recommenders’ behavior and recommendation receivers’ sophistication," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 41(1), pages 1-26, January.
    15. Michael Doumpos & Constantin Zopounidis & Panos M. Pardalos (ed.), 2012. "Financial Decision Making Using Computational Intelligence," Springer Optimization and Its Applications, Springer, edition 127, number 978-1-4614-3773-4, September.
    16. Frada Burstein & Julie Cowie & Arkady Zaslavsky & Jocelyn Pedro, 2008. "Support for Real-Time Decision Making in Mobile Financial Applications," International Handbooks on Information Systems, in: Handbook on Decision Support Systems 2, chapter 41, pages 81-106, Springer.
    17. Jenkins, Jo, 1973. "Computer-based financial planning," Omega, Elsevier, vol. 1(5), pages 539-550, October.
    18. Appelbaum, Deniz & Kogan, Alexander & Vasarhelyi, Miklos & Yan, Zhaokai, 2017. "Impact of business analytics and enterprise systems on managerial accounting," International Journal of Accounting Information Systems, Elsevier, vol. 25(C), pages 29-44.
    19. Philippe Artzner & Freddy Delbaen & Jean‐Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228, July.
    20. Markowitz, Harry, 2014. "Mean–variance approximations to expected utility," European Journal of Operational Research, Elsevier, vol. 234(2), pages 346-355.
    21. A. Charnes & W. W. Cooper, 1957. "Management Models and Industrial Applications of Linear Programming," Management Science, INFORMS, vol. 4(1), pages 38-91, October.
    22. Ashford, Robert W. & Berry, Robert H. & Dyson, Robert G., 1988. "Operational research and financial management," European Journal of Operational Research, Elsevier, vol. 36(2), pages 143-152, August.
    23. Myers, Stewart C & Pogue, Gerald A, 1974. "A Programming Approach to Corporate Financial Management," Journal of Finance, American Finance Association, vol. 29(2), pages 579-599, May.
    24. Mortenson, Michael J. & Doherty, Neil F. & Robinson, Stewart, 2015. "Operational research from Taylorism to Terabytes: A research agenda for the analytics age," European Journal of Operational Research, Elsevier, vol. 241(3), pages 583-595.
    25. Ballestero, Enrique & Bravo, Mila & Pérez-Gladish, Blanca & Arenas-Parra, Mar & Plà-Santamaria, David, 2012. "Socially Responsible Investment: A multicriteria approach to portfolio selection combining ethical and financial objectives," European Journal of Operational Research, Elsevier, vol. 216(2), pages 487-494.
    26. Constantin Zopounidis & Emilios Galariotis & Michael Doumpos & Stavroula Sarri & Kostas Andriosopoulos, 2015. "Multiple criteria decision aiding for finance: An updated bibliographic survey," Post-Print hal-01183389, HAL.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Andreas Thomann, 2021. "Multi-asset scenario building for trend-following trading strategies," Annals of Operations Research, Springer, vol. 299(1), pages 293-315, April.
    2. Dimitris Andriosopoulos & Michalis Doumpos & Panos M. Pardalos & Constantin Zopounidis, 2019. "Computational approaches and data analytics in financial services: A literature review," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(10), pages 1581-1599, October.
    3. Doumpos, Michalis & Zopounidis, Constantin & Gounopoulos, Dimitrios & Platanakis, Emmanouil & Zhang, Wenke, 2023. "Operational research and artificial intelligence methods in banking," European Journal of Operational Research, Elsevier, vol. 306(1), pages 1-16.
    4. Panos Xidonas & Ilias Lekkos & Charis Giannakidis & Christos Staikouras, 2023. "Multicriteria security evaluation: does it cost to be traditional?," Annals of Operations Research, Springer, vol. 323(1), pages 301-330, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dimitris Andriosopoulos & Michalis Doumpos & Panos M. Pardalos & Constantin Zopounidis, 2019. "Computational approaches and data analytics in financial services: A literature review," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(10), pages 1581-1599, October.
    2. Constantin Zopounidis & Michael Doumpos, 2013. "Multicriteria decision systems for financial problems," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 21(2), pages 241-261, July.
    3. Zopounidis, C., 1999. "Multicriteria decision aid in financial management," European Journal of Operational Research, Elsevier, vol. 119(2), pages 404-415, December.
    4. Yue Qi, 2018. "On outperforming social-screening-indexing by multiple-objective portfolio selection," Annals of Operations Research, Springer, vol. 267(1), pages 493-513, August.
    5. Bilbao-Terol, Amelia & Arenas-Parra, Mar & Cañal-Fernández, Verónica, 2016. "A model based on Copula Theory for sustainable and social responsible investments," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 19(1), pages 55-76.
    6. Schauten, M.B.J. & Spronk, J., 2006. "Optimal Capital Structure: Reflections on Economic and Other Values," ERIM Report Series Research in Management ERS-2006-074-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    7. Mónica García-Melón & Blanca Pérez-Gladish & Tomás Gómez-Navarro & Paz Mendez-Rodriguez, 2016. "Assessing mutual funds’ corporate social responsibility: a multistakeholder-AHP based methodology," Annals of Operations Research, Springer, vol. 244(2), pages 475-503, September.
    8. Tsionas, Mike G., 2019. "Multi-objective optimization using statistical models," European Journal of Operational Research, Elsevier, vol. 276(1), pages 364-378.
    9. Pätäri, Eero & Karell, Ville & Luukka, Pasi & Yeomans, Julian S, 2018. "Comparison of the multicriteria decision-making methods for equity portfolio selection: The U.S. evidence," European Journal of Operational Research, Elsevier, vol. 265(2), pages 655-672.
    10. Panos Xidonas & Eric Essner, 2024. "On ESG Portfolio Construction: A Multi-Objective Optimization Approach," Computational Economics, Springer;Society for Computational Economics, vol. 63(1), pages 21-45, January.
    11. Borgonovo, Emanuele & Gatti, Stefano, 2013. "Risk analysis with contractual default. Does covenant breach matter?," European Journal of Operational Research, Elsevier, vol. 230(2), pages 431-443.
    12. Constantin Zopounidis & Michael Doumpos, 2013. "Rejoinder on: Multicriteria decision systems for financial problems," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 21(2), pages 282-286, July.
    13. Clara Calvo & Carlos Ivorra & Vicente Liern, 2016. "Fuzzy portfolio selection with non-financial goals: exploring the efficient frontier," Annals of Operations Research, Springer, vol. 245(1), pages 31-46, October.
    14. Mila Bravo & Dylan Jones & David Pla-Santamaria & Francisco Salas-Molina, 2022. "Encompassing statistically unquantifiable randomness in goal programming: an application to portfolio selection," Operational Research, Springer, vol. 22(5), pages 5685-5706, November.
    15. Righi, Marcelo Brutti & Borenstein, Denis, 2018. "A simulation comparison of risk measures for portfolio optimization," Finance Research Letters, Elsevier, vol. 24(C), pages 105-112.
    16. Utz, Sebastian & Wimmer, Maximilian & Steuer, Ralph E., 2015. "Tri-criterion modeling for constructing more-sustainable mutual funds," European Journal of Operational Research, Elsevier, vol. 246(1), pages 331-338.
    17. García-Bernabeu, A. & Pla-Santamaria, D. & Bravo, M. & Pérez-Gladish, B., 2015. "La protección medioambiental como criterio en la selección de inversiones socialmente responsables: una aproximación multicriterio," Economia Agraria y Recursos Naturales, Spanish Association of Agricultural Economists, vol. 15(01).
    18. Jaime Alberto Vásquez & John Willmer Escobar & Diego Fernando Manotas, 2021. "AHP–TOPSIS Methodology for Stock Portfolio Investments," Risks, MDPI, vol. 10(1), pages 1-20, December.
    19. Kolm, Petter N. & Tütüncü, Reha & Fabozzi, Frank J., 2014. "60 Years of portfolio optimization: Practical challenges and current trends," European Journal of Operational Research, Elsevier, vol. 234(2), pages 356-371.
    20. A. Garcia-Bernabeu & J. V. Salcedo & A. Hilario & D. Pla-Santamaria & Juan M. Herrero, 2019. "Computing the Mean-Variance-Sustainability Nondominated Surface by ev-MOGA," Complexity, Hindawi, vol. 2019, pages 1-12, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:eurjdp:v:6:y:2018:i:1:d:10.1007_s40070-018-0078-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.