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Sustainable Development Goals and Investment Strategies: The Profitability of Using Five-Factor Fama-French Alphas

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  • José Luis Miralles-Quirós

    (Department of Financial Economics, University of Extremadura, 06006 Badajoz, Spain)

  • María Mar Miralles-Quirós

    (Department of Financial Economics, University of Extremadura, 06006 Badajoz, Spain)

  • José Manuel Nogueira

    (Department of Financial Economics, Polytechnic Institute of Tomar, 2300-313 Tomar, Portugal)

Abstract

This study focuses on assets related to Sustainable Development Goals (SDGs), which are the most recent aspect of the Socially Responsible Investment framework and have caught the attention of investors due to their investment opportunities as well as the global challenges that can be achieved. The profitability of developing an investment strategy is shown based on the value of the alphas obtained from the estimation of the Fama-French five-factor model when compared to an equally weighted portfolio, even when transaction costs are taken into consideration. In addition, it is proven that investors should focus their investments on two main SDGs: Good health and well-being (Goal 3) and Industry, innovation and infrastructure (Goal 9).

Suggested Citation

  • José Luis Miralles-Quirós & María Mar Miralles-Quirós & José Manuel Nogueira, 2020. "Sustainable Development Goals and Investment Strategies: The Profitability of Using Five-Factor Fama-French Alphas," Sustainability, MDPI, vol. 12(5), pages 1-16, February.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:5:p:1842-:d:326575
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    as
    1. Sortino, Frank A., 2009. "The Sortino Framework for Constructing Portfolios," Elsevier Monographs, Elsevier, edition 1, number 9780123749925.
    2. Alan Gregory & Julie Whittaker, 2007. "Performance and Performance Persistence of ‘Ethical’ Unit Trusts in the UK," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7‐8), pages 1327-1344, September.
    3. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    4. Subhransu S. Mohanty, 2019. "Does one model fit all in global equity markets? Some insight into market factor based strategies in enhancing alpha," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(3), pages 1170-1192, July.
    5. Felipe Arias Fogliano de Souza Cunha & Erick Meira de Oliveira & Renato J. Orsato & Marcelo Cabus Klotzle & Fernando Luiz Cyrino Oliveira & Rodrigo Goyannes Gusmão Caiado, 2020. "Can sustainable investments outperform traditional benchmarks? Evidence from global stock markets," Business Strategy and the Environment, Wiley Blackwell, vol. 29(2), pages 682-697, February.
    6. Fama, Eugene F. & French, Kenneth R., 2017. "International tests of a five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 123(3), pages 441-463.
    7. Novy-Marx, Robert, 2013. "The other side of value: The gross profitability premium," Journal of Financial Economics, Elsevier, vol. 108(1), pages 1-28.
    8. Victor DeMiguel & Lorenzo Garlappi & Raman Uppal, 2009. "Optimal Versus Naive Diversification: How Inefficient is the 1-N Portfolio Strategy?," The Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 1915-1953, May.
    9. Costanza Consolandi & Ameeta Jaiswal-Dale & Elisa Poggiani & Alessandro Vercelli, 2009. "Global Standards and Ethical Stock Indexes: The Case of the Dow Jones Sustainability Stoxx Index," Journal of Business Ethics, Springer, vol. 87(1), pages 185-197, April.
    10. Boermans, Martijn A. & Galema, Rients, 2019. "Are pension funds actively decarbonizing their portfolios?," Ecological Economics, Elsevier, vol. 161(C), pages 50-60.
    11. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    12. Stewart Jones & Sandra van der Laan & Geoff Frost & Janice Loftus, 2008. "The Investment Performance of Socially Responsible Investment Funds in Australia," Journal of Business Ethics, Springer, vol. 80(2), pages 181-203, June.
    13. Fama, Eugene F. & French, Kenneth R., 1989. "Business conditions and expected returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 25(1), pages 23-49, November.
    14. Zeng, Yeqin, 2016. "Institutional investors: Arbitrageurs or rational trend chasers," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 240-262.
    15. 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.
    16. Angelidis, Timotheos & Giamouridis, Daniel & Tessaromatis, Nikolaos, 2013. "Revisiting mutual fund performance evaluation," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1759-1776.
    17. Foye, James, 2018. "A comprehensive test of the Fama-French five-factor model in emerging markets," Emerging Markets Review, Elsevier, vol. 37(C), pages 199-222.
    18. 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.
    19. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    20. Lean, Hooi Hooi & Ang, Wei Rong & Smyth, Russell, 2015. "Performance and performance persistence of socially responsible investment funds in Europe and North America," The North American Journal of Economics and Finance, Elsevier, vol. 34(C), pages 254-266.
    21. Suchismita Mishra & Richard DeFusco & Arun Prakash, 2008. "Skewness preference, value and size effects," Applied Financial Economics, Taylor & Francis Journals, vol. 18(5), pages 379-386.
    22. Nofsinger, John & Varma, Abhishek, 2014. "Socially responsible funds and market crises," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 180-193.
    23. Berkman, Henk & Yang, Wanyi, 2019. "Country-level analyst recommendations and international stock market returns," Journal of Banking & Finance, Elsevier, vol. 103(C), pages 1-17.
    24. 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.
    25. Shunsuke Managi & Tatsuyoshi Okimoto & Akimi Matsuda, 2012. "Do socially responsible investment indexes outperform conventional indexes?," Applied Financial Economics, Taylor & Francis Journals, vol. 22(18), pages 1511-1527, September.
    26. Gunther Capelle-Blancard & Stéphanie Monjon, 2011. "The Performance of Socially Responsible Funds: Does the Screening Process Matter?," Working Papers 2011-12, CEPII research center.
    27. Gunther Capelle†Blancard & Stéphanie Monjon, 2014. "The Performance of Socially Responsible Funds: Does the Screening Process Matter?," European Financial Management, European Financial Management Association, vol. 20(3), pages 494-520, June.
    28. Morse, D, 1984. "An Econometric-Analysis Of The Choice Of Daily Versus Monthly Returns In Tests Of Information-Content," Journal of Accounting Research, Wiley Blackwell, vol. 22(2), pages 605-623.
    29. Titman, Sheridan & Wei, K. C. John & Xie, Feixue, 2004. "Capital Investments and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(4), pages 677-700, December.
    30. Jacquelyn Humphrey & Darren Lee, 2011. "Australian Socially Responsible Funds: Performance, Risk and Screening Intensity," Journal of Business Ethics, Springer, vol. 102(4), pages 519-535, September.
    31. repec:dau:papers:123456789/7347 is not listed on IDEAS
    32. Joliet, Robert & Titova, Yulia, 2018. "Equity SRI funds vacillate between ethics and money: An analysis of the funds’ stock holding decisions," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 70-86.
    33. Michael Schröder, 2007. "Is there a Difference? The Performance Characteristics of SRI Equity Indices," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1‐2), pages 331-348, January.
    34. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    35. Golam Sarwar & Cesario Mateus & Natasa Todorovic, 2018. "US sector rotation with five-factor Fama–French alphas," Journal of Asset Management, Palgrave Macmillan, vol. 19(2), pages 116-132, March.
    36. Ziegler, Andreas & Busch, Timo & Hoffmann, Volker H., 2011. "Disclosed corporate responses to climate change and stock performance: An international empirical analysis," Energy Economics, Elsevier, vol. 33(6), pages 1283-1294.
    37. 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.
    38. Janusz Brzeszczyński & Graham McIntosh, 2014. "Performance of Portfolios Composed of British SRI Stocks," Journal of Business Ethics, Springer, vol. 120(3), pages 335-362, March.
    39. Gianni Betti & Costanza Consolandi & Robert G. Eccles, 2018. "The Relationship between Investor Materiality and the Sustainable Development Goals: A Methodological Framework," Sustainability, MDPI, vol. 10(7), pages 1-23, June.
    40. José Luis Miralles‐Quirós & María Mar Miralles‐Quirós & José Manuel Nogueira, 2019. "Diversification benefits of using exchange‐traded funds in compliance to the sustainable development goals," Business Strategy and the Environment, Wiley Blackwell, vol. 28(1), pages 244-255, January.
    41. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    42. Anna Höchstädter & Barbara Scheck, 2015. "What’s in a Name: An Analysis of Impact Investing Understandings by Academics and Practitioners," Journal of Business Ethics, Springer, vol. 132(2), pages 449-475, December.
    43. Abagail McWilliams & Annaleena Parhankangas & Jason Coupet & Eric Welch & Darold T. Barnum, 2016. "Strategic Decision Making for the Triple Bottom Line," Business Strategy and the Environment, Wiley Blackwell, vol. 25(3), pages 193-204, March.
    44. Barth, Mary E. & Konchitchki, Yaniv & Landsman, Wayne R., 2013. "Cost of capital and earnings transparency," Journal of Accounting and Economics, Elsevier, vol. 55(2), pages 206-224.
    45. Blitz, David & Huij, Joop, 2012. "Evaluating the performance of global emerging markets equity exchange-traded funds," Emerging Markets Review, Elsevier, vol. 13(2), pages 149-158.
    46. 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.
    47. 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.
    48. Bessler, Wolfgang & Wolff, Dominik, 2015. "Do commodities add value in multi-asset portfolios? An out-of-sample analysis for different investment strategies," Journal of Banking & Finance, Elsevier, vol. 60(C), pages 1-20.
    49. Miralles-Quirós, José Luis & Miralles-Quirós, María Mar, 2019. "Are alternative energies a real alternative for investors?," Energy Economics, Elsevier, vol. 78(C), pages 535-545.
    50. 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.
    51. N. Eccles & S. Viviers, 2011. "The Origins and Meanings of Names Describing Investment Practices that Integrate a Consideration of ESG Issues in the Academic Literature," Journal of Business Ethics, Springer, vol. 104(3), pages 389-402, December.
    52. John M. Griffin, 2002. "Are the Fama and French Factors Global or Country Specific?," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 783-803.
    53. 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.
    54. Mansi Jain & Gagan Deep Sharma & Mrinalini Srivastava, 2019. "Can Sustainable Investment Yield Better Financial Returns: A Comparative Study of ESG Indices and MSCI Indices," Risks, MDPI, vol. 7(1), pages 1-18, February.
    55. 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.
    56. Fama, Eugene F. & French, Kenneth R., 1988. "Dividend yields and expected stock returns," Journal of Financial Economics, Elsevier, vol. 22(1), pages 3-25, October.
    57. Max Goettsche & Tobias Steindl & Simon Gietl, 2016. "Do Customers Affect the Value Relevance of Sustainability Reporting? Empirical Evidence on Stakeholder Interdependence," Business Strategy and the Environment, Wiley Blackwell, vol. 25(3), pages 149-164, March.
    58. Maria del Mar Miralles‐Quiros & Jose Luis Miralles‐Quiros & Irene Guia Arraiano, 2017. "Sustainable Development, Sustainability Leadership and Firm Valuation: Differences across Europe," Business Strategy and the Environment, Wiley Blackwell, vol. 26(7), pages 1014-1028, November.
    59. Alan Gregory & Julie Whittaker, 2007. "Performance and Performance Persistence of 'Ethical' Unit Trusts in the UK," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7-8), pages 1327-1344.
    60. 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.
    61. Mateus, Irina B. & Mateus, Cesario & Todorovic, Natasa, 2016. "UK equity mutual fund alphas make a comeback," International Review of Financial Analysis, Elsevier, vol. 44(C), pages 98-110.
    62. 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).
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    3. Guillermo Badía & Maria C. Cortez & Luis Ferruz, 2020. "Socially responsible investing worldwide: Do markets value corporate social responsibility?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(6), pages 2751-2764, November.
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    6. Muhammad Danial & Nadia Iftikhar & Syed Quaid Ali Shah, 2023. "Analyzing the Performance of Pakistan Equity Mutual Funds Using Multifactor Models: Pre-COVID Analysis," Business Management and Strategy, Macrothink Institute, vol. 14(2), pages 296-328, December.
    7. Gbenga Ibikunle & Carmen‐Pilar Martí‐Ballester, 2022. "Can water mutual funds aid sustainable development?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 1173-1190, January.

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