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Hedonic evaluation of the SRI label of mutual funds using matching methodology

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  • Bilbao-Terol, Amelia
  • Álvarez-Otero, Susana
  • Bilbao-Terol, Celia
  • Cañal-Fernández, Verónica

Abstract

Our aim is to analyse the causal effect of the Socially Responsible Investment (SRI) label on the market value of mutual funds using the hedonic approach. We work with the market value of mutual funds as the dependent variable and financial characteristics jointly with the SRI label as the independent variables. Prior to hedonic evaluation a matching methodology is applied to the Environmental, Social and Governance (ESG) variables in order to balance these characteristics on the two sub-samples: SRI and conventional mutual funds. Data for our empirical analysis come from the Vigeo Database for the non-financial characteristics, and from the Morningstar Database for the rest of the necessary data. The results of the empirical study shows that there is a direct and statistically significant relationship between the SRI label and the market value of mutual funds during the studied period. This finding provides evidence of the growth of SRI, in line with most current research.

Suggested Citation

  • Bilbao-Terol, Amelia & Álvarez-Otero, Susana & Bilbao-Terol, Celia & Cañal-Fernández, Verónica, 2017. "Hedonic evaluation of the SRI label of mutual funds using matching methodology," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 213-227.
  • Handle: RePEc:eee:finana:v:52:y:2017:i:c:p:213-227
    DOI: 10.1016/j.irfa.2017.06.003
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    as
    1. In, Francis & Kim, Martin & Park, Raphael Jonghyeon & Kim, Sangbae & Kim, Tong Suk, 2014. "Competition of socially responsible and conventional mutual funds and its impact on fund performance," Journal of Banking & Finance, Elsevier, vol. 44(C), pages 160-176.
    2. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 60-109, February.
    3. Leonardo Becchetti & Rocco Ciciretti & Ambrogio Dalò & Stefano Herzel, 2015. "Socially responsible and conventional investment funds: performance comparison and the global financial crisis," Applied Economics, Taylor & Francis Journals, vol. 47(25), pages 2541-2562, May.
    4. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    5. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2008. "The price of ethics and stakeholder governance: The performance of socially responsible mutual funds," Journal of Corporate Finance, Elsevier, vol. 14(3), pages 302-322, June.
    6. 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.
    7. 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.
    8. Blake, Christopher R. & Morey, Matthew R., 2000. "Morningstar Ratings and Mutual Fund Performance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 451-483, September.
    9. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2002. "Identifying Hedonic Models," American Economic Review, American Economic Association, vol. 92(2), pages 304-309, May.
    10. Jinyong Hahn, 1998. "On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects," Econometrica, Econometric Society, vol. 66(2), pages 315-332, March.
    11. Blake, David, 1996. "Financial Intermediation and Financial Innovation in a Characteristics Framework," Scottish Journal of Political Economy, Scottish Economic Society, vol. 43(1), pages 16-31, February.
    12. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer & Robert Vishny, 2002. "Investor Protection and Corporate Valuation," Journal of Finance, American Finance Association, vol. 57(3), pages 1147-1170, June.
    13. Harford, Jon D. & Marcus, Richard D., 1986. "Tuition and U.S. private college characteristics: The hedonic approach," Economics of Education Review, Elsevier, vol. 5(4), pages 415-430, August.
    14. Brandouy, Olivier & Kerstens, Kristiaan & Van de Woestyne, Ignace, 2012. "Backtesting super-fund portfolio strategies based on frontier-based mutual fund ratings," Working Papers 2012/29, Hogeschool-Universiteit Brussel, Faculteit Economie en Management.
    15. repec:dau:papers:123456789/6486 is not listed on IDEAS
    16. 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.
    17. Armstrong, J. Scott & Green, Kesten C., 2013. "Effects of corporate social responsibility and irresponsibility policies," Journal of Business Research, Elsevier, vol. 66(10), pages 1922-1927.
    18. Hasford, Jonathan & Farmer, Adam, 2016. "Responsible you, despicable me: Contrasting competitor inferences from socially responsible behavior," Journal of Business Research, Elsevier, vol. 69(3), pages 1234-1241.
    19. Leite, Paulo & Cortez, Maria Céu, 2015. "Performance of European socially responsible funds during market crises: Evidence from France," International Review of Financial Analysis, Elsevier, vol. 40(C), pages 132-141.
    20. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    21. Brown, James N & Rosen, Harvey S, 1982. "On the Estimation of Structural Hedonic Price Models," Econometrica, Econometric Society, vol. 50(3), pages 765-768, May.
    22. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74, pages 132-132.
    23. Aaron K. Chatterji & David I. Levine & Michael W. Toffel, 2009. "How Well Do Social Ratings Actually Measure Corporate Social Responsibility?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(1), pages 125-169, March.
    24. Manuel Landajo & Celia Bilbao & Amelia Bilbao, 2012. "Nonparametric neural network modeling of hedonic prices in the housing market," Empirical Economics, Springer, vol. 42(3), pages 987-1009, June.
    25. Smith, V. Kerry, 1983. "The role of site and job characteristics in hedonic wage models," Journal of Urban Economics, Elsevier, vol. 13(3), pages 296-321, May.
    26. Celia Bilbao & Luis Valdés, 2016. "Evaluation of the profitability of quality labels in rural tourism accommodation: a hedonic approach using propensity score matching," Applied Economics, Taylor & Francis Journals, vol. 48(34), pages 3253-3263, July.
    27. Joakim Sandberg & Carmen Juravle & Ted Hedesström & Ian Hamilton, 2009. "The Heterogeneity of Socially Responsible Investment," Journal of Business Ethics, Springer, vol. 87(4), pages 519-533, July.
    28. Hong, Harrison & Kacperczyk, Marcin, 2009. "The price of sin: The effects of social norms on markets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 15-36, July.
    29. Marc Goergen & Salim Chahine & Chris Brewster & Geoffrey Wood, 2013. "Trust, Owner Rights, Employee Rights and Firm Performance," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 40(5-6), pages 589-619, June.
    30. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    31. Laura Michelini & Daniela Fiorentino, 2012. "New business models for creating shared value," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 8(4), pages 561-577, September.
    32. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    33. Blake, David, 1990. "Portfolio Behaviour and Asset Pricing in a Characteristics Framework," Scottish Journal of Political Economy, Scottish Economic Society, vol. 37(4), pages 343-359, November.
    34. Arnold, Denis G. & Valentin, Andres, 2013. "Corporate social responsibility at the base of the pyramid," Journal of Business Research, Elsevier, vol. 66(10), pages 1904-1914.
    35. Follain, James R. & Jimenez, Emmanuel, 1985. "Estimating the demand for housing characteristics: A survey and critique," Regional Science and Urban Economics, Elsevier, vol. 15(1), pages 77-107, February.
    36. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    37. Heffernan, Shelagh A., 1990. "A characteristics definition of financial markets," Journal of Banking & Finance, Elsevier, vol. 14(2-3), pages 583-609, August.
    38. Triplett, Jack E, 1969. "Automobiles and Hedonic Quality Measurement," Journal of Political Economy, University of Chicago Press, vol. 77(3), pages 408-417, May/June.
    39. Becker-Olsen, Karen L. & Cudmore, B. Andrew & Hill, Ronald Paul, 2006. "The impact of perceived corporate social responsibility on consumer behavior," Journal of Business Research, Elsevier, vol. 59(1), pages 46-53, January.
    40. Utz, Sebastian & Wimmer, Maximilian & Hirschberger, Markus & Steuer, Ralph E., 2014. "Tri-criterion inverse portfolio optimization with application to socially responsible mutual funds," European Journal of Operational Research, Elsevier, vol. 234(2), pages 491-498.
    41. Javier Gil-Bazo & Pablo Ruiz-Verdú & André Santos, 2010. "The Performance of Socially Responsible Mutual Funds: The Role of Fees and Management Companies," Journal of Business Ethics, Springer, vol. 94(2), pages 243-263, June.
    42. Nofsinger, John & Varma, Abhishek, 2014. "Socially responsible funds and market crises," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 180-193.
    43. 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.
    44. Zvi Griliches, 1961. "Hedonic Price Indexes for Automobiles: An Econometric of Quality Change," NBER Chapters, in: The Price Statistics of the Federal Goverment, pages 173-196, National Bureau of Economic Research, Inc.
    45. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    46. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    47. 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.
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