The Sustainable Finance Disclosure Regulation (SFDR) plays a key role in increasing transparency and reducing information asymmetry in the EU fund management industry. This study examined the impact of corporate environmental commitment and controversies on portfolio selection within the SFDR fund categories, particularly Article 8 and 9 funds. It explored whether sustainable fund managers prioritize companies with green innovation and cleaner production while avoiding controversial sectors and companies involved in ESG controversies. Using quantile estimation, this study finds mixed results in the factors that may explain variations (both positive and negative) in the frequency that corporations are included in EU sustainable fund categories. Our findings highlight the significance of resource use and the controversial sectors for Article 8 funds, and asymmetric relationships in the environmental innovation, resource use, and controversial sectors depending on the quantile analyzed for Article 9 funds. These mixed results demonstrate that the decision-making process of fund managers regarding the inclusion or exclusion of assets in EU sustainable fund portfolios involves not only variables related to Principal Adverse Impacts but also other factors, making the process significantly more complex.
Citation: Susana Martinez-Meyers, Idoya Ferrero-Ferrero, María Jesus Muñoz-Torres. Greening the portfolio: The role of environmental innovation, clean production, and controversy avoidance in sustainable SFDR fund selection[J]. Green Finance, 2025, 7(3): 495-519. doi: 10.3934/GF.2025019
The Sustainable Finance Disclosure Regulation (SFDR) plays a key role in increasing transparency and reducing information asymmetry in the EU fund management industry. This study examined the impact of corporate environmental commitment and controversies on portfolio selection within the SFDR fund categories, particularly Article 8 and 9 funds. It explored whether sustainable fund managers prioritize companies with green innovation and cleaner production while avoiding controversial sectors and companies involved in ESG controversies. Using quantile estimation, this study finds mixed results in the factors that may explain variations (both positive and negative) in the frequency that corporations are included in EU sustainable fund categories. Our findings highlight the significance of resource use and the controversial sectors for Article 8 funds, and asymmetric relationships in the environmental innovation, resource use, and controversial sectors depending on the quantile analyzed for Article 9 funds. These mixed results demonstrate that the decision-making process of fund managers regarding the inclusion or exclusion of assets in EU sustainable fund portfolios involves not only variables related to Principal Adverse Impacts but also other factors, making the process significantly more complex.
| [1] |
Abouarab R, Mishra T, Wolfe S (2025) Does the EU sustainable finance disclosure regulation mitigate greenwashing? Eur J Financ 31: 957–989. https://doi.org/10.1080/1351847X.2025.2457944 doi: 10.1080/1351847X.2025.2457944
|
| [2] |
Alda M (2020) ESG fund scores in UK SRI and conventional pension funds: Are the ESG concerns of the SRI niche affecting the conventional mainstream? Financ Res Lett 36: 101313. https://doi.org/10.1016/j.frl.2019.101313 doi: 10.1016/j.frl.2019.101313
|
| [3] |
Amores-Salvadó J, de Castro GM, Navas-López JE (2014) Green corporate image: Moderating the connection between environmental product innovation and firm performance. J Clean Prod 83: 356–365. https://doi.org/10.1016/j.jclepro.2014.07.059 doi: 10.1016/j.jclepro.2014.07.059
|
| [4] |
Augusto de Oliveira J, Lopes Silva DA, Devós Ganga GM, et al. (2019) Cleaner production practices, motivators and performance in the Brazilian industrial companies. J Clean Prod 231: 359–369. https://doi.org/10.1016/j.jclepro.2019.05.013 doi: 10.1016/j.jclepro.2019.05.013
|
| [5] |
Awewomom J, Dzeble F, Takyi YD, et al. (2024) Addressing global environmental pollution using environmental control techniques: A focus on environmental policy and preventive environmental management. Discov Environ 2: 10–25. https://doi.org/10.1007/s44274-024-00033-5 doi: 10.1007/s44274-024-00033-5
|
| [6] |
Becker MG, Martin F, Walter A (2022) The power of ESG transparency: The effect of the new SFDR sustainability labels on mutual funds and individual investors. Financ Res Lett 47: 102708. https://doi.org/10.1016/j.frl.2022.102708 doi: 10.1016/j.frl.2022.102708
|
| [7] |
Bengo I, Boni L, Sancino A (2022) EU financial regulations and social impact measurement practices: A comprehensive framework on finance for sustainable development. Corp Soc Resp Env Manage 29: 873–886. https://doi.org/10.1002/csr.2235 doi: 10.1002/csr.2235
|
| [8] |
Benson KL, Brailsford TJ, Humphrey JE (2006) Do socially responsible fund managers really invest differently? J Bus Ethics 65: 337–357. https://doi.org/10.1007/s10551-006-0003-8 doi: 10.1007/s10551-006-0003-8
|
| [9] |
Berg F, Kölbel JF, Rigobon R (2022) Aggregate confusion: The divergence of ESG ratings. Rev Financ 26: 1315–1344. https://doi.org/10.1093/rof/rfac033(notrfac072) doi: 10.1093/rof/rfac033(notrfac072)
|
| [10] |
Blitz D, Fabozzi FJ (2017) Sin stocks revisited: Resolving the sin stock anomaly. J Portfolio Manage 44: 105–111. https://doi.org/10.3905/jpm.2017.44.1.105 doi: 10.3905/jpm.2017.44.1.105
|
| [11] |
Bonnefon JF, Landier A, Sastry P, et al. (2025) The moral preferences of investors: Experimental evidence. J Financ Econ 163: 103955. https://doi.org/10.1016/j.jfineco.2024.103955 doi: 10.1016/j.jfineco.2024.103955
|
| [12] |
Brandon RG, Glossner S, Krueger P, et al. (2022) Do responsible investors invest responsibly? Rev Financ 26: 1333–1378. https://doi.org/10.1093/rof/rfac064 doi: 10.1093/rof/rfac064
|
| [13] |
Carfora A, Passaro R, Scandurra G, et al. (2022) Do determinants of eco-innovations vary? An investigation of innovative SMEs through a quantile regression approach. J Clean Produ 370: 133475. https://doi.org/10.1016/j.jclepro.2022.133475 doi: 10.1016/j.jclepro.2022.133475
|
| [14] |
Cho CH, Michelon G, Patten DM, et al. (2015) CSR disclosure: The more things change...? Account Audit Account J 28: 14–35. https://doi.org/10.1108/AAAJ-12-2013-1549 doi: 10.1108/AAAJ-12-2013-1549
|
| [15] |
Cortez MC, Andrade N, Silva F (2022) The environmental and financial performance of green energy investments: European evidence. Ecol Econ 197: 107427. https://doi.org/10.1016/j.ecolecon.2022.107427 doi: 10.1016/j.ecolecon.2022.107427
|
| [16] |
Cremasco C, Boni L (2022) Is the European Union (EU) Sustainable Finance Disclosure Regulation (SFDR) effective in shaping sustainability objectives? An analysis of investment funds' behaviour. J Sustain Financ Invest 14: 1018–1036. https://doi.org/10.1080/20430795.2022.2124838 doi: 10.1080/20430795.2022.2124838
|
| [17] |
Cummings LS (2000) The financial performance of ethical investment trusts: An Australian perspective. J Bus Ethics 25: 79–92. https://doi.org/10.1023/A:1006102802904 doi: 10.1023/A:1006102802904
|
| [18] |
Dobrick J, Klein C, Zwergel B (2023) Size bias in Refinitiv ESG data. Financ Res Lett 55: 104014. https://doi.org/10.1016/j.frl.2023.104014 doi: 10.1016/j.frl.2023.104014
|
| [19] |
Dorfleitner G, Kreuzer C, Sparrer C (2020) ESG controversies and controversial ESG: About silent saints and small sinners. J Asset Manage 21: 393–412. https://doi.org/10.1057/s41260-020-00178-x doi: 10.1057/s41260-020-00178-x
|
| [20] |
Drempetic S, Klein C, Zwergel B (2020) The influence of firm size on the ESG score: Corporate sustainability ratings under review. J Bus Ethics 167: 333–360. https://doi.org/10.1007/s10551-019-04164-1 doi: 10.1007/s10551-019-04164-1
|
| [21] |
Elamer AA, Boulhaga M (2024) ESG controversies and corporate performance: The moderating effect of governance mechanisms and ESG practices. Corp Soc Resp Env Manage 31: 3312–3327. https://doi.org/10.1002/csr.2749 doi: 10.1002/csr.2749
|
| [22] | Emiris M, Harris J, Koulischer F (2024) Regulating ESG disclosure. SSRN Electronic J. https://ssrn.com/abstract = 4457989 |
| [23] | European Commission (2021) How does the EU taxonomy fit within the sustainable finance framework?[Factsheet]. European Commission. Available from: https://commission.europa.eu/system/files/2021-04/sustainable-finance-taxonomy-factsheet_en.pdf. |
| [24] |
Ferriani F (2022) The importance of labels for sustainable investments: SFDR versus Morningstar globes. SSRN Electronic J. https://doi.org/10.2139/ssrn.4166932 doi: 10.2139/ssrn.4166932
|
| [25] |
Freeman RE, Dmytriyev S (2020) Corporate social responsibility and stakeholder theory: Learning from each other. Symphonya Emerg Iss Manage 1: 7–15. https://doi.org/10.4468/2017.1.02freeman.dmytriyev doi: 10.4468/2017.1.02freeman.dmytriyev
|
| [26] | Freeman RE (1984) Strategic management: A stakeholder approach. Pitman Publishing. |
| [27] |
Gallego-Álvarez I, Ortas E (2017) Corporate environmental sustainability reporting in the context of national cultures: A quantile regression approach. Int Bus Rev 26: 337–353. https://doi.org/10.1016/j.ibusrev.2016.09.003 doi: 10.1016/j.ibusrev.2016.09.003
|
| [28] |
Gangi F, Varrone N (2018) Screening activities by socially responsible funds: A matter of agency? J Clean Prod 205: 317–331. https://doi.org/10.1016/j.jclepro.2018.06.228 doi: 10.1016/j.jclepro.2018.06.228
|
| [29] |
García-Granero EM, Piedra-Muñoz L, Galdeano-Gómez E (2018) Eco-innovation measurement: A review of firm performance indicators. J Clean Prod 191: 440–456. https://doi.org/10.1016/j.jclepro.2018.04.215 doi: 10.1016/j.jclepro.2018.04.215
|
| [30] |
Gasser S, Rammerstorfer M, Weinmayer K (2014) Markowitz revisited: Social portfolio engineering. SSRN Electronic J. https://doi.org/10.2139/ssrn.2481987 doi: 10.2139/ssrn.2481987
|
| [31] |
Gatti L, Seele P, Rademacher L (2019) Grey zone in – greenwash out. A review of greenwashing research and implications for the voluntary-mandatory transition of CSR. Int J Corp Soc Responsib 4: 6. https://doi.org/10.1186/s40991-019-0044-9 doi: 10.1186/s40991-019-0044-9
|
| [32] |
Giráldez-Puig P, Moreno I, Pérez-Calero L, et al. (2024) ESG controversies and insolvency risk: Evidence from the insurance industry. Manage Decis 62: 89–109. https://doi.org/10.1108/MD-10-2023-2002 doi: 10.1108/MD-10-2023-2002
|
| [33] |
Gregory A, Matatko J, Luther R (1997) Ethical unit trust financial performance: Small company effects and fund size effects. J Bus Financ Account 24: 705–725. https://doi.org/10.1111/1468-5957.00130 doi: 10.1111/1468-5957.00130
|
| [34] |
Grinblatt M, Hwang CY (1989) Signalling and the pricing of new issues. J Financ 44: 393–420. https://doi.org/10.1111/j.1540-6261.1989.tb05063.x doi: 10.1111/j.1540-6261.1989.tb05063.x
|
| [35] |
Gutsche G, Zwergel B (2020) Investment barriers and labeling schemes for socially responsible investments. Schmalenbach Bus Rev 72: 381–428. https://doi.org/10.1007/s41464-020-00085-z doi: 10.1007/s41464-020-00085-z
|
| [36] |
Hartzmark SM, Sussman AB (2019) Do investors value sustainability? A natural experiment examining ranking and fund flows. J Financ 74: 2789–2837. https://doi.org/10.1111/jofi.12841 doi: 10.1111/jofi.12841
|
| [37] | Heeb F, Kölbel JF, Paetzold F, et al. (2023) Do investors care about impact? Rev Financ Stud 36: 1737–1787. https://doi.org/10.1093/rfs/hhac066 |
| [38] |
Hengge M (2023) Carbon policy and stock returns: Signals from financial markets. IMF Working Pap 2023: 1–51. https://doi.org/10.5089/9798400229329.001 doi: 10.5089/9798400229329.001
|
| [39] |
Hong M, Drakeford B, Zhang K (2020) The impact of mandatory CSR disclosure on green innovation: Evidence from China. Green Financ 2: 302–322. https://doi.org/10.3934/GF.2020017 doi: 10.3934/GF.2020017
|
| [40] |
Hummel K, Mittelbach-Hörmanseder S, Rammerstorfer M, et al. (2019) Stock market reactions and CSR disclosure in the context of negative CSR events. SSRN Electronic J. https://doi.org/10.2139/ssrn.3467616 doi: 10.2139/ssrn.3467616
|
| [41] |
Inderst R, Opp MM (2025) Sustainable finance versus environmental policy: Does greenwashing justify a taxonomy for sustainable investments? J Financ Econ 163: 103954. https://doi.org/10.1016/j.jfineco.2024.103954 doi: 10.1016/j.jfineco.2024.103954
|
| [42] | Johnston J, DiNardo J (2007) Econometric methods (4th ed.). McGraw-Hill/Irwin. |
| [43] |
Joliet R, Titova Y (2018) Equity SRI funds vacillate between ethics and money: An analysis of the funds' stock holding decisions. J Bank Financ 97: 1–19. https://doi.org/10.1016/j.jbankfin.2018.09.011 doi: 10.1016/j.jbankfin.2018.09.011
|
| [44] |
Kempf A, Osthoff P (2007) The effect of socially responsible investing on portfolio performance. Eur Financ Manage 13: 908–922. https://doi.org/10.1111/j.1468-036X.2007.00402.x doi: 10.1111/j.1468-036X.2007.00402.x
|
| [45] |
Kim S, Yoon A (2020) Analyzing active managers' commitment to ESG: Evidence from United Nations Principles for Responsible Investment. SSRN Electronic J. https://doi.org/10.2139/ssrn.3555984 doi: 10.2139/ssrn.3555984
|
| [46] |
Koenker R, Bassett G (1978) Regression quantiles. Econometrica 46: 33–50. https://doi.org/10.2307/1913643 doi: 10.2307/1913643
|
| [47] |
Kuzmina J, Atstaja D, Purvins M, et al. (2023) In search of sustainability and financial returns: The case of ESG energy funds. Sustainability 15: 2716. https://doi.org/10.3390/su15032716 doi: 10.3390/su15032716
|
| [48] |
Lambillon AP, Chesney M (2023) How green is "dark green"? An analysis of SFDR Article 9 funds. SSRN Electronic J. https://doi.org/10.2139/ssrn.4366889 doi: 10.2139/ssrn.4366889
|
| [49] |
Leite P, Céu Cortez M (2014) Style and performance of international socially responsible funds in Europe. Res Int Bus Financ 30: 248–267. https://doi.org/10.1016/j.ribaf.2013.09.007 doi: 10.1016/j.ribaf.2013.09.007
|
| [50] |
Liang H, Sun L, Teo M (2021) Responsible hedge funds. SSRN Electronic J. https://doi.org/10.2139/ssrn.3610627 doi: 10.2139/ssrn.3610627
|
| [51] |
Liao Z, Cheng J (2020) Can a firm's environmental innovation attract job seekers? Evidence from experiments. Corp Soc Resp Env Manage 27: 880–890. https://doi.org/10.1002/csr.1818 doi: 10.1002/csr.1818
|
| [52] | LSEG (2024) Environmental, social and governance scores from LSEG: Methodology. Available from: https://www.lseg.com/content/dam/data-analytics/en_us/documents/methodology/lseg-esg-scores-methodology.pdf. |
| [53] |
Luft Mobus J (2005) Mandatory environmental disclosures in a legitimacy theory context. Account Audit Accoun J 18: 492–517. https://doi.org/10.1108/09513570510609333 doi: 10.1108/09513570510609333
|
| [54] |
Martínez-Meyers S, Ferrero-Ferrero I, Muñoz-Torres MJ (2024) Are sustainable funds doing the talk and the walk? An ESG score analysis of fund portfolio holdings. Int Rev Econ Financ 93: 1526–1541. https://doi.org/10.1016/j.iref.2024.04.023 doi: 10.1016/j.iref.2024.04.023
|
| [55] |
Matos LM, Anholon R, da Silva D, et al. (2018) Implementation of cleaner production: A ten-year retrospective on benefits and difficulties found. J Clean Prod 187: 403–411. https://doi.org/10.1016/j.jclepro.2018.03.181 doi: 10.1016/j.jclepro.2018.03.181
|
| [56] |
Matozza F, Biscotti AM, Mafrolla E (2019) Financial reputation repair through environmental performance: A study of restatements in polluting industries. Sustain Account Mana 10: 857–872. https://doi.org/10.1108/SAMPJ-05-2018-0134 doi: 10.1108/SAMPJ-05-2018-0134
|
| [57] | Morningstar (2023) SFDR Article 8 and Article 9 funds: Q1 2023 in review. Available from: https://www.morningstar.com/en-hk/business/insights/research/sfdr-article8-article9. |
| [58] |
Mohanty SS, Mohanty O, Ivanof M (2021) Alpha enhancement in global equity markets with ESG overlay on factor-based investment strategies. Risk Manage 23: 193–214. https://doi.org/10.1057/s41283-021-00075-6 doi: 10.1057/s41283-021-00075-6
|
| [59] |
Muhammad H, Mittelbach-Hörmanseder S, Rammerstorfer M, et al. (2022) Effects of board gender diversity and sustainability committees on environmental performance: A quantile regression approach. J Manage Organ 29: 1051–1076. https://doi.org/10.1017/jmo.2022.8 doi: 10.1017/jmo.2022.8
|
| [60] |
Muñoz F, Vargas M, Vicente R (2021) Style-changing behaviour in the socially responsible mutual fund industry: Consequences on financial and sustainable performance. Sustain Account Manage Policy J 12: 721–742. https://doi.org/10.1108/SAMPJ-03-2020-0084 doi: 10.1108/SAMPJ-03-2020-0084
|
| [61] |
Muserra AL, Papa M, Grimaldi F (2020) Sustainable development and the European Union policy on non-financial information: An Italian empirical analysis. Corp Soc Resp Env Manage 27: 247–258. https://doi.org/10.1002/csr.1770 doi: 10.1002/csr.1770
|
| [62] | Nitsche C, Schröder M (2018) Are SRI funds conventional funds in disguise or do they live up to their name? In: B. Scholtens, I. Lahiri, & E. van der Linden (Eds.), Research handbook of investing in the triple bottom line: Finance, society and the environment, 342–358. Edward Elgar. https://doi.org/10.4337/9781788110006.00028 |
| [63] |
Oehmke M, Opp MM (2024) A theory of socially responsible investment. Rev Econ Stud. https://doi.org/10.1093/restud/rdae048 doi: 10.1093/restud/rdae048
|
| [64] |
Passos GdeA, Campos-Rasera PP de (2023) Do ESG controversies influence firm value? An analysis with longitudinal data in different countries. Brazilian Bus Rev 20: 115–130. https://doi.org/10.15728/bbr.2022.1326.en doi: 10.15728/bbr.2022.1326.en
|
| [65] |
Pástor Ľ, Stambaugh RF, Taylor LA (2021) Sustainable investing in equilibrium. J Financ Econ 142: 550–571. https://doi.org/10.1016/j.jfineco.2020.12.011 doi: 10.1016/j.jfineco.2020.12.011
|
| [66] |
Quintana-García C, Marchante-Lara M, Benavides-Chicón CG (2022) Towards sustainable development: Environmental innovation, cleaner production performance, and reputation. Corp Soc Resp Env Manage 29: 1429–1444. https://doi.org/10.1002/csr.2272 doi: 10.1002/csr.2272
|
| [67] | Quirici MC, Giurlani GL (2023) The Effects of the European Sustainable Finance Disclosure Regulation on SRI Funds: A Comparison at a Global Level. In: ESG Integration and SRI Strategies in the EU: Challenges and Opportunities for Sustainable Development, 195–214. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-36457-0_10 |
| [68] |
Rennings K (2000) Redefining innovation – Eco-innovation research and the contribution from ecological economics. Ecol Econ 32: 319–332. https://doi.org/10.1016/S0921-8009(99)00112-3 doi: 10.1016/S0921-8009(99)00112-3
|
| [69] |
Scheitza L, Busch T (2024) SFDR Article 9: Is it all about impact? Financ Res Lett 62: 105179. https://doi.org/10.1016/j.frl.2024.105179 doi: 10.1016/j.frl.2024.105179
|
| [70] |
Schiemann F, Tietmeyer R (2022) ESG controversies, ESG disclosure and analyst forecast accuracy. Int Rev Financ Analy 84: 102373. https://doi.org/10.1016/j.irfa.2022.102373 doi: 10.1016/j.irfa.2022.102373
|
| [71] |
Seele P, Gatti L (2017) Greenwashing revisited: In search of a typology and accusation-based definition incorporating legitimacy strategies. Bus Strateg Environ 26: 239–252. https://doi.org/10.1002/bse.1912 doi: 10.1002/bse.1912
|
| [72] |
Severo EA, Guimarães JCF de, Dorion ECH (2017) Cleaner production and environmental management as sustainable product innovation antecedents: A survey in Brazilian industries. J Clean Prod 142: 87–97. https://doi.org/10.1016/j.jclepro.2016.06.090 doi: 10.1016/j.jclepro.2016.06.090
|
| [73] |
Suchman MC (1995) Managing legitimacy: Strategic and institutional approaches. Acad Manage Rev 20: 571–610. https://doi.org/10.5465/amr.1995.9508080331 doi: 10.5465/amr.1995.9508080331
|
| [74] |
Trinks PJ, Scholtens B (2017) The opportunity cost of negative screening in socially responsible investing. J Bus Ethics 140: 193–208. https://doi.org/10.1007/s10551-015-2684-3 doi: 10.1007/s10551-015-2684-3
|
| [75] |
Truong Y, Mazloomi H, Berrone P (2021) Understanding the impact of symbolic and substantive environmental actions on organizational reputation. Ind Market Manage 92: 219–233. https://doi.org/10.1016/j.indmarman.2020.05.006 doi: 10.1016/j.indmarman.2020.05.006
|
| [76] |
Utz S, Wimmer M (2014) Are they any good at all? A financial and ethical analysis of socially responsible mutual funds. J Asset Manage 15: 72–82. https://doi.org/10.1057/jam.2014.8 doi: 10.1057/jam.2014.8
|
| [77] |
Vieira AP, Radonjič G (2020) Disclosure of eco-innovation activities in European large companies' sustainability reporting. Corp Soc Resp Env Manage 27: 2227–2237. https://doi.org/10.1002/csr.1961 doi: 10.1002/csr.1961
|
| [78] |
Williams Z, Apollonio H (2024) The causation dilemma in ESG research. Green Financ 6: 265–286. https://doi.org/10.3934/GF.2024011 doi: 10.3934/GF.2024011
|