IDEAS home Printed from https://ideas.repec.org/p/ven/wpaper/2012_20.html
   My bibliography  Save this paper

Constant and variable returns to scale DEA models for socially responsible investment funds

Author

Listed:
  • Antonella Basso

    (Department of Economics, University Of Venice C� Foscari)

  • Stefania Funari

    (Department of Management, University of Venice C� Foscari)

Abstract

In order to evaluate the performance of socially responsible investment (SRI) funds, we propose some models which use data envelopment analysis and can be computed in all phases of the business cycle. These models focus on the most crucial elements of an investment in mutual funds. In the literature both constant and variable returns to scale DEA models have been used to evaluate the performance of mutual funds. An empirical investigation carried out on European SRI equity funds indicates that for the funds analyzed the returns to scale are constant. Another aspect taken into account by the empirical investigation is the measurement of the degree of social responsibility of SRI equity funds in the various European countries. In addition, we have analyzed the performance of the funds considered with the different DEA models proposed, which differ in the way the ethical objective is taken into account. Moreover, the paper focuses on another crucial issue regarding socially responsible investing: the comparison of the performances between SRI and non SRI funds; the empirical study suggests that the ethical objective can be pursued without having to renounce financial rewards.

Suggested Citation

  • Antonella Basso & Stefania Funari, 2012. "Constant and variable returns to scale DEA models for socially responsible investment funds," Working Papers 2012_20, Department of Economics, University of Venice "Ca' Foscari".
  • Handle: RePEc:ven:wpaper:2012_20
    as

    Download full text from publisher

    File URL: http://www.unive.it/pag/fileadmin/user_upload/dipartimenti/economia/doc/Pubblicazioni_scientifiche/working_papers/2012/WP_DSE_basso_funari_20_12.pdf
    File Function: First version, 2012
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), 2011. "Handbook on Data Envelopment Analysis," International Series in Operations Research and Management Science, Springer, number 978-1-4419-6151-8, April.
    2. Bastien Drut, 2010. "Sovereign Bonds and Socially Responsible Investment," Journal of Business Ethics, Springer, vol. 92(1), pages 131-145, April.
    3. Basso, Antonella & Funari, Stefania, 2001. "A data envelopment analysis approach to measure the mutual fund performance," European Journal of Operational Research, Elsevier, vol. 135(3), pages 477-492, December.
    4. Rajiv D. Banker & Ram Natarajan, 2011. "Statistical Tests Based on DEA Efficiency Scores," International Series in Operations Research & Management Science, in: William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), Handbook on Data Envelopment Analysis, chapter 0, pages 273-295, Springer.
    5. N. Kreander & R.H. Gray & D.M. Power & C.D. Sinclair, 2005. "Evaluating the Performance of Ethical and Non‐ethical Funds: A Matched Pair Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7‐8), pages 1465-1493, September.
    6. M C A Silva Portela & E Thanassoulis & G Simpson, 2004. "Negative data in DEA: a directional distance approach applied to bank branches," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(10), pages 1111-1121, October.
    7. Lovell, C. A. Knox & Pastor, Jesus T., 1999. "Radial DEA models without inputs or without outputs," European Journal of Operational Research, Elsevier, vol. 118(1), pages 46-51, October.
    8. K Kerstens & I Van de Woestyne, 2011. "Negative data in DEA: a simple proportional distance function approach," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(7), pages 1413-1419, July.
    9. Banker, Rajiv D. & Zheng, Zhiqiang (Eric) & Natarajan, Ram, 2010. "DEA-based hypothesis tests for comparing two groups of decision making units," European Journal of Operational Research, Elsevier, vol. 206(1), pages 231-238, October.
    10. Yoon K. Choi & B.P.S. Murthi, 2001. "Relative Performance Evaluation of Mutual Funds: A Non-Parametric Approach," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(7&8), pages 853-876.
    11. Emrouznejad, Ali & Anouze, Abdel Latef & Thanassoulis, Emmanuel, 2010. "A semi-oriented radial measure for measuring the efficiency of decision making units with negative data, using DEA," European Journal of Operational Research, Elsevier, vol. 200(1), pages 297-304, January.
    12. Rob Bauer & Jeroen Derwall & Rogér Otten, 2007. "The Ethical Mutual Fund Performance Debate: New Evidence from Canada," Journal of Business Ethics, Springer, vol. 70(2), pages 111-124, January.
    13. Kerstens, Kristiaan & Mounir, Amine & de Woestyne, Ignace Van, 2011. "Non-parametric frontier estimates of mutual fund performance using C- and L-moments: Some specification tests," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1190-1201, May.
    14. 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.
    15. 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).
    16. Rajiv D. Banker & William W. Cooper & Lawrence M. Seiford & Joe Zhu, 2011. "Returns to Scale in DEA," International Series in Operations Research & Management Science, in: William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), Handbook on Data Envelopment Analysis, chapter 0, pages 41-70, Springer.
    17. Murthi, B. P. S. & Choi, Yoon K. & Desai, Preyas, 1997. "Efficiency of mutual funds and portfolio performance measurement: A non-parametric approach," European Journal of Operational Research, Elsevier, vol. 98(2), pages 408-418, April.
    18. Bauer, Rob & Otten, Roger & Rad, Alireza Tourani, 2006. "Ethical investing in Australia: Is there a financial penalty?," Pacific-Basin Finance Journal, Elsevier, vol. 14(1), pages 33-48, January.
    19. Angeles Fernandez-Izquierdo & Juan Matallin-Saez, 2008. "Performance of Ethical Mutual Funds in Spain: Sacrifice or Premium?," Journal of Business Ethics, Springer, vol. 81(2), pages 247-260, August.
    20. 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.
    21. C. Edward Chang & H. Doug Witte, 2010. "Performance Evaluation of U.S. Socially Responsible Mutual Funds: Revisiting Doing Good and Doing Well," American Journal of Business, Emerald Group Publishing, vol. 25(1), pages 9-21.
    22. N. Kreander & R.H. Gray & D.M. Power & C.D. Sinclair, 2005. "Evaluating the Performance of Ethical and Non-ethical Funds: A Matched Pair Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7-8), pages 1465-1493.
    23. C. Edward Chang & H. Doug Witte, 2010. "Performance Evaluation of U.S. Socially Responsible Mutual Funds: Revisiting Doing Good and Doing Well," American Journal of Business, Emerald Group Publishing Limited, vol. 25(1), pages 9-24, April.
    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. Lamb, John D. & Tee, Kai-Hong, 2012. "Data envelopment analysis models of investment funds," European Journal of Operational Research, Elsevier, vol. 216(3), pages 687-696.
    26. Zakri Y. Bello, 2005. "Socially Responsible Investing And Portfolio Diversification," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 28(1), pages 41-57, March.
    27. A Basso & S Funari, 2003. "Measuring the performance of ethical mutual funds: a DEA approach," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(5), pages 521-531, May.
    28. Rajiv D. Banker & Richard C. Morey, 1986. "Efficiency Analysis for Exogenously Fixed Inputs and Outputs," Operations Research, INFORMS, vol. 34(4), pages 513-521, August.
    29. Morey, Matthew R. & Morey, Richard C., 1999. "Mutual fund performance appraisals: a multi-horizon perspective with endogenous benchmarking," Omega, Elsevier, vol. 27(2), pages 241-258, April.
    30. Glawischnig, Markus & Sommersguter-Reichmann, Margit, 2010. "Assessing the performance of alternative investments using non-parametric efficiency measurement approaches: Is it convincing?," Journal of Banking & Finance, Elsevier, vol. 34(2), pages 295-303, February.
    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. Mika Goto & Toshiyuki Sueyoshi, 2020. "Sustainable development and corporate social responsibility in Japanese manufacturing companies," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 844-856, July.
    2. Jin, Qianying & Basso, Antonella & Funari, Stefania & Kerstens, Kristiaan & Van de Woestyne, Ignace, 2024. "Evaluating different groups of mutual funds using a metafrontier approach: Ethical vs. non-ethical funds," European Journal of Operational Research, Elsevier, vol. 312(3), pages 1134-1145.
    3. Antonella Basso & Stefania Funari, 2018. "Introducing Weights Restrictions in Data Envelopment Analysis Models for Mutual Funds," Mathematics, MDPI, vol. 6(9), pages 1-24, September.
    4. Sepideh Kaffash & Marianna Marra, 2017. "Data envelopment analysis in financial services: a citations network analysis of banks, insurance companies and money market funds," Annals of Operations Research, Springer, vol. 253(1), pages 307-344, June.
    5. Hooi Hooi Lean & Duc Khuong Nguyen, 2014. "Policy uncertainty and performance characteristics of sustainable investments across regions around the global financial crisis," Working Papers 2014-295, Department of Research, Ipag Business School.
    6. Choi, Hyung-Suk & Min, Daiki, 2017. "Efficiency of well-diversified portfolios: Evidence from data envelopment analysis," Omega, Elsevier, vol. 73(C), pages 104-113.
    7. Adam, Lukáš & Branda, Martin, 2021. "Risk-aversion in data envelopment analysis models with diversification," Omega, Elsevier, vol. 102(C).
    8. Maike van Dijk-de Groot & Andre H.J. Nijhof, 2015. "Socially Responsible Investment Funds: a review of research priorities and strategic options," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 5(3), pages 178-204, July.
    9. Gasser, Stephan M. & Rammerstorfer, Margarethe & Weinmayer, Karl, 2017. "Markowitz revisited: Social portfolio engineering," European Journal of Operational Research, Elsevier, vol. 258(3), pages 1181-1190.
    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. Allevi, E. & Basso, A. & Bonenti, F. & Oggioni, G. & Riccardi, R., 2019. "Measuring the environmental performance of green SRI funds: A DEA approach," Energy Economics, Elsevier, vol. 79(C), pages 32-44.
    12. Proikaki, Marina & Nikolaou, Ioannis & Jones, Nikoleta & Malesios, Chrisovaladis & Dimitrakopoulos, Panayiotis G & Evangelinos, Kostantinos, 2018. "Community perceptions of local enterprises in environmentally degraded areas," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 73(C), pages 116-124.
    13. Antonella Basso & Stefania Funari, 2017. "The role of fund size in the performance of mutual funds assessed with DEA models," The European Journal of Finance, Taylor & Francis Journals, vol. 23(6), pages 457-473, May.
    14. Xiao, Helu & Zhou, Zhongbao & Ren, Teng & Liu, Wenbin, 2022. "Estimation of portfolio efficiency in nonconvex settings: A free disposal hull estimator with non-increasing returns to scale," Omega, Elsevier, vol. 111(C).
    15. Shihong Zeng & Mimi Hu & Bin Su, 2016. "Research on Investment Efficiency and Policy Recommendations for the Culture Industry of China Based on a Three-Stage DEA," Sustainability, MDPI, vol. 8(4), pages 1-15, March.
    16. Konstantinos Petridis & Nikolaos Kiosses & Ioannis Tampakoudis & Fouad Ben Abdelaziz, 2023. "Measuring the efficiency of mutual funds: Does ESG controversies score affect the mutual fund performance during the COVID-19 pandemic?," Operational Research, Springer, vol. 23(3), pages 1-29, September.
    17. Yuna Seo & Shotaro Umeda, 2021. "Evaluating Farm Management Performance by the Choice of Pest-Control Sprayers in Rice Farming in Japan," Sustainability, MDPI, vol. 13(5), pages 1-10, March.
    18. 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.
    19. Xiao, Helu & Ren, Tiantian & Zhou, Zhongbao & Liu, Wenbin, 2021. "Parameter uncertainty in estimation of portfolio efficiency: Evidence from an interval diversification-consistent DEA approach," Omega, Elsevier, vol. 103(C).
    20. Lin, Sheng-Wei & Lu, Wen-Min, 2024. "Discretionary investment managers evaluation in pension fund: Shared input dynamic network DEA approach," Omega, Elsevier, vol. 127(C).
    21. 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.
    22. Draženović Bojana Olgić & Hodžić Sabina & Maradin Dario, 2019. "The Efficiency of Mandatory Pension Funds: Case of Croatia," South East European Journal of Economics and Business, Sciendo, vol. 14(2), pages 82-94, December.
    23. Omura, Akihiro & Roca, Eduardo & Nakai, Miwa, 2021. "Does responsible investing pay during economic downturns: Evidence from the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 42(C).
    24. 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.
    25. Zhou, Zhongbao & Xiao, Helu & Jin, Qianying & Liu, Wenbin, 2018. "DEA frontier improvement and portfolio rebalancing: An application of China mutual funds on considering sustainability information disclosure," European Journal of Operational Research, Elsevier, vol. 269(1), pages 111-131.

    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. Francisco José López-Arceiz & Ana José Bellostas-Pérezgrueso & José Mariano Moneva, 2018. "Evaluation of the Cultural Environment’s Impact on the Performance of the Socially Responsible Investment Funds," Journal of Business Ethics, Springer, vol. 150(1), pages 259-278, June.
    2. Y Ito & S Managi & A Matsuda, 2013. "Performances of socially responsible investment and environmentally friendly funds," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(11), pages 1583-1594, November.
    3. Leite, Paulo & Cortez, Maria Céu, 2014. "Style and performance of international socially responsible funds in Europe," Research in International Business and Finance, Elsevier, vol. 30(C), pages 248-267.
    4. Blankenberg, Ann-Kathrin & Gottschalk, Jonas F. A., 2018. "Is socially responsible investing (SRI) in stocks a competitive capital investment? A comparative analysis based on the performance of sustainable stocks," University of Göttingen Working Papers in Economics 349, University of Goettingen, Department of Economics.
    5. Tarnaud, Albane Christine & Leleu, Hervé, 2018. "Portfolio analysis with DEA: Prior to choosing a model," Omega, Elsevier, vol. 75(C), pages 57-76.
    6. 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.
    7. Sebastian Rathner, 2013. "The Influence of Primary Study Characteristics on the Performance Differential Between Socially Responsible and Conventional Investment Funds: A Meta-Analysis," Journal of Business Ethics, Springer, vol. 118(2), pages 349-363, December.
    8. Luis Ferruz & Fernando Muñoz & María Vargas, 2012. "Managerial Abilities: Evidence from Religious Mutual Fund Managers," Journal of Business Ethics, Springer, vol. 105(4), pages 503-517, February.
    9. repec:dau:papers:123456789/7347 is not listed on IDEAS
    10. Martin Branda, 2016. "Mean-value at risk portfolio efficiency: approaches based on data envelopment analysis models with negative data and their empirical behaviour," 4OR, Springer, vol. 14(1), pages 77-99, March.
    11. Federica Ielasi & Monica Rossolini, 2019. "Responsible or Thematic? The True Nature of Sustainability-Themed Mutual Funds," Sustainability, MDPI, vol. 11(12), pages 1-17, June.
    12. Juan Carlos Matallín-Sáez & Amparo Soler-Domínguez & Emili Tortosa-Ausina, 2019. "Does active management add value? New evidence from a quantile regression approach," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(10), pages 1734-1751, October.
    13. J. Carlos Matallín-Sáez & Amparo Soler-Domínguez & Emili Tortosa-Ausina, 2013. "Does active management add value? New evidence from a quantile regression," Working Papers 2013/01, Economics Department, Universitat Jaume I, Castellón (Spain).
    14. Urquhart, Andrew & Zhang, Hanxiong, 2019. "The performance of technical trading rules in Socially Responsible Investments," International Review of Economics & Finance, Elsevier, vol. 63(C), pages 397-411.
    15. Sebastian Lobe & Christian Walkshäusl, 2016. "Vice versus virtue investing around the world," Review of Managerial Science, Springer, vol. 10(2), pages 303-344, March.
    16. Xing Chen & Bert Scholtens, 2018. "The urge to act: A comparison of active and passive socially responsible investment funds in the United States," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(6), pages 1154-1173, November.
    17. Konstantinos Petridis & Nikolaos Kiosses & Ioannis Tampakoudis & Fouad Ben Abdelaziz, 2023. "Measuring the efficiency of mutual funds: Does ESG controversies score affect the mutual fund performance during the COVID-19 pandemic?," Operational Research, Springer, vol. 23(3), pages 1-29, September.
    18. Tsolas, Ioannis E., 2014. "Precious metal mutual fund performance appraisal using DEA modeling," Resources Policy, Elsevier, vol. 39(C), pages 54-60.
    19. Derwall, Jeroen & Koedijk, Kees & Ter Horst, Jenke, 2011. "A tale of values-driven and profit-seeking social investors," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 2137-2147, August.
    20. Gregor Dorfleitner & Christian Kreuzer & Christian Sparrer, 2020. "ESG controversies and controversial ESG: about silent saints and small sinners," Journal of Asset Management, Palgrave Macmillan, vol. 21(5), pages 393-412, September.
    21. Alda, Mercedes, 2017. "The abilities of managers in UK pension funds. Are socially responsible managers superior?," Cuadernos de Gestión, Universidad del País Vasco - Instituto de Economía Aplicada a la Empresa (IEAE).

    More about this item

    Keywords

    Data envelopment analysis; Finance; Mutual fund performance evaluation; Socially responsible investing;
    All these keywords.

    JEL classification:

    • C65 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Miscellaneous Mathematical Tools
    • G1 - Financial Economics - - General Financial Markets
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:ven:wpaper:2012_20. 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: Geraldine Ludbrook (email available below). General contact details of provider: https://edirc.repec.org/data/dsvenit.html .

    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.