IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v247y2016i2d10.1007_s10479-015-1947-9.html
   My bibliography  Save this article

Multi-criteria decision making for choosing socially responsible investment within a behavioral portfolio theory framework: a new way of investing into a crisis environment

Author

Listed:
  • Amelia Bilbao-Terol

    (University of Oviedo)

  • Mar Arenas-Parra

    (University of Oviedo)

  • Verónica Cañal-Fernández

    (University of Oviedo)

  • Celia Bilbao-Terol

    (University of Oviedo)

Abstract

The current economic crisis fuels the financial social responsibility after an epoch of many excesses with damaging effects. This work tackles two emerging streams in the financial literature: the behavioral portfolio theory with mental accounting and the socially responsible investment (SRI). Promoting SRI is regarded by a lot of financial experts, policymakers and researchers from the field of economic and social sciences, as one of the potential solutions in order to avoid future crises. Therefore, new models for this investment approach are necessary. We try to support the class of investors that select their investments under a mental accounting framework and also they want to achieve a certain level of SR quality in their portfolios. In order to reconcile the two choice frames, avoiding unnecessary sacrifices in financial performance, we have designed a model based on goal programming that integrates the two cornerstones of the investor. Furthermore, we propose a fuzzy inference system to determine the amount of money allocated to each mental account as well as the confidence level assigned to each mental account. This tool is based on expert knowledge modeled by fuzzy if–then rules.

Suggested Citation

  • Amelia Bilbao-Terol & Mar Arenas-Parra & Verónica Cañal-Fernández & Celia Bilbao-Terol, 2016. "Multi-criteria decision making for choosing socially responsible investment within a behavioral portfolio theory framework: a new way of investing into a crisis environment," Annals of Operations Research, Springer, vol. 247(2), pages 549-580, December.
  • Handle: RePEc:spr:annopr:v:247:y:2016:i:2:d:10.1007_s10479-015-1947-9
    DOI: 10.1007/s10479-015-1947-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10479-015-1947-9
    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/s10479-015-1947-9?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. Roland Bénabou & Jean Tirole, 2010. "Individual and Corporate Social Responsibility," Economica, London School of Economics and Political Science, vol. 77(305), pages 1-19, January.
    2. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    3. Basso, Antonella & Funari, Stefania, 2014. "Constant and variable returns to scale DEA models for socially responsible investment funds," European Journal of Operational Research, Elsevier, vol. 235(3), pages 775-783.
    4. 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.
    5. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    6. Belaïd Aouni & Cinzia Colapinto & Davide Torre, 2013. "A cardinality constrained stochastic goal programming model with satisfaction functions for venture capital investment decision making," Annals of Operations Research, Springer, vol. 205(1), pages 77-88, May.
    7. Das, Sanjiv & Markowitz, Harry & Scheid, Jonathan & Statman, Meir, 2010. "Portfolio Optimization with Mental Accounts," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(2), pages 311-334, April.
    8. Bauer, Rob & Koedijk, Kees & Otten, Roger, 2005. "International evidence on ethical mutual fund performance and investment style," Journal of Banking & Finance, Elsevier, vol. 29(7), pages 1751-1767, July.
    9. Shefrin, Hersh & Statman, Meir, 2000. "Behavioral Portfolio Theory," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(2), pages 127-151, June.
    10. Iván Barreda-Tarrazona & Juan Matallín-Sáez & Mª Balaguer-Franch, 2011. "Measuring Investors’ Socially Responsible Preferences in Mutual Funds," Journal of Business Ethics, Springer, vol. 103(2), pages 305-330, October.
    11. Abdelaziz, Fouad Ben & Aouni, Belaid & Fayedh, Rimeh El, 2007. "Multi-objective stochastic programming for portfolio selection," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1811-1823, March.
    12. Gärling, Tommy & Kirchler, Erich & Lewis, Alan & van Raaij, Fred, 2009. "Psychology, Financial Decision Making, and Financial Crises," Sustainable Investment and Corporate Governance Working Papers 2009/7, Sustainable Investment Research Platform.
    13. 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.
    14. Bastien Drut, 2010. "Social responsibility and mean-variance portfolio selection," Working Papers CEB 10-002.RS, ULB -- Universite Libre de Bruxelles.
    15. Ralph Steuer & Yue Qi & Markus Hirschberger, 2007. "Suitable-portfolio investors, nondominated frontier sensitivity, and the effect of multiple objectives on standard portfolio selection," Annals of Operations Research, Springer, vol. 152(1), pages 297-317, July.
    16. Kempf, Alexander & Osthoff, Peer, 2007. "The effect of socially responsible investing on portfolio performance," CFR Working Papers 06-10, University of Cologne, Centre for Financial Research (CFR).
    17. Dam, Lammertjan & Heijdra, Ben J., 2011. "The environmental and macroeconomic effects of socially responsible investment," Journal of Economic Dynamics and Control, Elsevier, vol. 35(9), pages 1424-1434, September.
    18. 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.
    19. Stephen Fowler & C. Hope, 2007. "A Critical Review of Sustainable Business Indices and their Impact," Journal of Business Ethics, Springer, vol. 76(3), pages 243-252, December.
    20. 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.
    21. Slah Bahloul & Fathi Abid, 2013. "A combined analytic hierarchy process and goal programming approach to international portfolio selection in the presence of investment barriers," International Journal of Multicriteria Decision Making, Inderscience Enterprises Ltd, vol. 3(1), pages 1-20.
    22. D. Pla-Santamaria & M. Bravo, 2013. "Portfolio optimization based on downside risk: a mean-semivariance efficient frontier from Dow Jones blue chips," Annals of Operations Research, Springer, vol. 205(1), pages 189-201, May.
    23. Omneya Abdelsalam & Meryem Duygun & Juan Carlos Matallín-Sáez & Emili Tortosa-Ausina, 2014. "Is Ethical Money Sensitive to Past Returns? The Case of Portfolio Constraints and Persistence of Islamic and Socially Responsible Funds," Working Papers 2014/19, Economics Department, Universitat Jaume I, Castellón (Spain).
    24. Alexander Kempf & Peer Osthoff, 2007. "The Effect of Socially Responsible Investing on Portfolio Performance," European Financial Management, European Financial Management Association, vol. 13(5), pages 908-922, November.
    25. 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..
    26. Amelia Bilbao-Terol & Mar Arenas-Parra & Verónica Cañal-Fernández & Celia Bilbao-Terol, 2013. "Selection of Socially Responsible Portfolios Using Hedonic Prices," Journal of Business Ethics, Springer, vol. 115(3), pages 515-529, July.
    27. Thomas Berry & Joan Junkus, 2013. "Socially Responsible Investing: An Investor Perspective," Journal of Business Ethics, Springer, vol. 112(4), pages 707-720, February.
    28. Bogumil Kaminski & Marcin Czupryna & Tomasz Szapiro, 2009. "On Conditional Value-at-Risk Based Goal Programming Portfolio Selection Procedure," Lecture Notes in Economics and Mathematical Systems, in: Vincent Barichard & Matthias Ehrgott & Xavier Gandibleux & Vincent T'Kindt (ed.), Multiobjective Programming and Goal Programming, pages 243-252, Springer.
    29. Bilbao, A. & Arenas, M. & Rodriguez, M.V. & Antomil, J., 2007. "On constructing expert Betas for single-index model," European Journal of Operational Research, Elsevier, vol. 183(2), pages 827-847, December.
    30. Włodzimierz Ogryczak, 2000. "Multiple criteria linear programming model for portfolio selection," Annals of Operations Research, Springer, vol. 97(1), pages 143-162, December.
    31. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2011. "Is ethical money financially smart? Nonfinancial attributes and money flows of socially responsible investment funds," Journal of Financial Intermediation, Elsevier, vol. 20(4), pages 562-588, October.
    32. Eva Hofmann & Erik Hoelzl & Erich Kirchler, 2008. "A Comparison of Models Describing the Impact of Moral Decision Making on Investment Decisions," Journal of Business Ethics, Springer, vol. 82(1), pages 171-187, September.
    33. Dylan Jones & Mehrdad Tamiz, 2010. "Practical Goal Programming," International Series in Operations Research and Management Science, Springer, edition 1, number 978-1-4419-5771-9, March.
    34. Luca Lambertini, 2009. "Optimal Product Proliferation in Monopoly: A Dynamic Analysis," Review of Economic Analysis, Digital Initiatives at the University of Waterloo Library, vol. 1(1), pages 80-97, September.
    35. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2008. "Socially responsible investments: Institutional aspects, performance, and investor behavior," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1723-1742, September.
    36. José M. Moneva & Pablo Archel & Carmen Correa, 2006. "GRI and the camouflaging of corporate unsustainability," Accounting Forum, Taylor & Francis Journals, vol. 30(2), pages 121-137, June.
    37. Dorfleitner, Gregor & Utz, Sebastian, 2012. "Safety first portfolio choice based on financial and sustainability returns," European Journal of Operational Research, Elsevier, vol. 221(1), pages 155-164.
    38. Galema, Rients & Plantinga, Auke & Scholtens, Bert, 2008. "The stocks at stake: Return and risk in socially responsible investment," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2646-2654, December.
    39. Grinblatt, Mark & Han, Bing, 2005. "Prospect theory, mental accounting, and momentum," Journal of Financial Economics, Elsevier, vol. 78(2), pages 311-339, November.
    40. Benson, Karen L. & Humphrey, Jacquelyn E., 2008. "Socially responsible investment funds: Investor reaction to current and past returns," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1850-1859, September.
    41. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    42. Markus Hirschberger & Ralph E. Steuer & Sebastian Utz & Maximilian Wimmer & Yue Qi, 2013. "Computing the Nondominated Surface in Tri-Criterion Portfolio Selection," Operations Research, INFORMS, vol. 61(1), pages 169-183, February.
    43. Tiago Pais & Paula Amaral, 2012. "Managing the tabu list length using a fuzzy inference system: an application to examination timetabling," Annals of Operations Research, Springer, vol. 194(1), pages 341-363, April.
    44. Abdelsalam, Omneya & Duygun, Meryem & Matallín-Sáez, Juan Carlos & Tortosa-Ausina, Emili, 2014. "Do ethics imply persistence? The case of Islamic and socially responsible funds," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 182-194.
    45. Hayat, Raphie & Kraeussl, Roman, 2011. "Risk and return characteristics of Islamic equity funds," Emerging Markets Review, Elsevier, vol. 12(2), pages 189-203, June.
    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. Jesús Manuel Palma-Ruiz & Julen Castillo-Apraiz & Raúl Gómez-Martínez, 2020. "Socially Responsible Investing as a Competitive Strategy for Trading Companies in Times of Upheaval Amid COVID-19: Evidence from Spain," IJFS, MDPI, vol. 8(3), pages 1-13, July.
    2. Jones, Dylan & Firouzy, Sina & Labib, Ashraf & Argyriou, Athanasios V., 2022. "Multiple criteria model for allocating new medical robotic devices to treatment centres," European Journal of Operational Research, Elsevier, vol. 297(2), pages 652-664.
    3. Chao Fu & Min Xue & Wenjun Chang, 2022. "Multiple criteria decision making with reliability of assessment," Annals of Operations Research, Springer, vol. 312(1), pages 121-157, May.
    4. Gaurav Talan & Gagan Deep Sharma, 2019. "Doing Well by Doing Good: A Systematic Review and Research Agenda for Sustainable Investment," Sustainability, MDPI, vol. 11(2), pages 1-16, January.
    5. K. Liagkouras & K. Metaxiotis & G. Tsihrintzis, 2022. "Incorporating environmental and social considerations into the portfolio optimization process," Annals of Operations Research, Springer, vol. 316(2), pages 1493-1518, September.
    6. Wu, Qun & Liu, Xinwang & Qin, Jindong & Zhou, Ligang & Mardani, Abbas & Deveci, Muhammet, 2022. "An integrated multi-criteria decision-making and multi-objective optimization model for socially responsible portfolio selection," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    7. Chen-En Hou & Wen-Min Lu & Shiu-Wan Hung, 2019. "Does CSR matter? Influence of corporate social responsibility on corporate performance in the creative industry," Annals of Operations Research, Springer, vol. 278(1), pages 255-279, July.
    8. Danny Samson & Pat Foley & Heng Soon Gan & Marianne Gloet, 2018. "Multi-stakeholder decision theory," Annals of Operations Research, Springer, vol. 268(1), pages 357-386, September.

    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. 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.
    2. Calvo, Clara & Ivorra, Carlos & Liern, Vicente, 2015. "Finding socially responsible portfolios close to conventional ones," International Review of Financial Analysis, Elsevier, vol. 40(C), pages 52-63.
    3. Oscar V. De la Torre-Torres & Evaristo Galeana-Figueroa & José Álvarez-García, 2018. "Efficiency of the Public Pensions Funds on the Socially Responsible Equities of Mexico," Sustainability, MDPI, vol. 11(1), pages 1-18, December.
    4. Julian Amon & Margarethe Rammerstorfer & Karl Weinmayer, 2021. "Passive ESG Portfolio Management—The Benchmark Strategy for Socially Responsible Investors," Sustainability, MDPI, vol. 13(16), pages 1-21, August.
    5. Hirschberger, Markus & Steuer, Ralph E. & Utz, Sebastian & Wimmer, Maximilian, 2012. "Is socially responsible investing just screening? Evidence from mutual funds," SFB 649 Discussion Papers 2012-025, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    6. Luluk Widyawati, 2020. "A systematic literature review of socially responsible investment and environmental social governance metrics," Business Strategy and the Environment, Wiley Blackwell, vol. 29(2), pages 619-637, February.
    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. Costanza Torricelli & Beatrice Bertelli, 2022. "ESG screening strategies and portfolio performance: how do they fare in periods of financial distress?," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0087, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    9. Muñoz, Fernando, 2016. "Cash flow timing skills of socially responsible mutual fund investors," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 110-124.
    10. Beatrice Boumda & Darren Duxbury & Cristina Ortiz & Luis Vicente, 2021. "Do Socially Responsible Investment Funds Sell Losses and Ride Gains? The Disposition Effect in SRI Funds," Sustainability, MDPI, vol. 13(15), pages 1-14, July.
    11. Dan Daugaard, 2020. "Emerging new themes in environmental, social and governance investing: a systematic literature review," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(2), pages 1501-1530, June.
    12. Gregor Dorfleitner & Mai Nguyen, 2017. "A new approach for optimizing responsible investments dependently on the initial wealth," Journal of Asset Management, Palgrave Macmillan, vol. 18(2), pages 81-98, March.
    13. Riikka Sievänen & Hannu Rita & Bert Scholtens, 2017. "European Pension Funds and Sustainable Development: Trade‐Offs between Finance and Responsibility," Business Strategy and the Environment, Wiley Blackwell, vol. 26(7), pages 912-926, November.
    14. Nofsinger, John & Varma, Abhishek, 2014. "Socially responsible funds and market crises," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 180-193.
    15. Lapanan, Nicha, 2018. "The investment behavior of socially responsible individual investors," The Quarterly Review of Economics and Finance, Elsevier, vol. 70(C), pages 214-226.
    16. Bilbao-Terol, Amelia & Arenas-Parra, Mar & Cañal-Fernández, Verónica & Antomil-Ibias, José, 2014. "Using TOPSIS for assessing the sustainability of government bond funds," Omega, Elsevier, vol. 49(C), pages 1-17.
    17. Henke, Hans-Martin, 2016. "The effect of social screening on bond mutual fund performance," Journal of Banking & Finance, Elsevier, vol. 67(C), pages 69-84.
    18. Mehmet Balcilar & Riza Demirer & Rangan Gupta, 2017. "Do Sustainable Stocks Offer Diversification Benefits for Conventional Portfolios? An Empirical Analysis of Risk Spillovers and Dynamic Correlations," Sustainability, MDPI, vol. 9(10), pages 1-18, October.
    19. Naeem, Muhammad Abubakr & Anwer, Zaheer & Khan, Ashraf & Paltrinieri, Andrea, 2024. "Do market conditions affect interconnectedness pattern of socially responsible equities?," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 611-630.
    20. Gallucci, Carmen & Santulli, Rosalia & Lagasio, Valentina, 2022. "The conceptualization of environmental, social and governance risks in portfolio studies A systematic literature review," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).

    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:annopr:v:247:y:2016:i:2:d:10.1007_s10479-015-1947-9. 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.