IDEAS home Printed from https://ideas.repec.org/p/gtr/gatrjs/afr236.html
   My bibliography  Save this paper

Advancing ESG Portfolio Optimization: Methods, Progress, and Future Directions

Author

Listed:
  • Arisona Lestari Billah

    (School of Business and Management, Institut Teknologi Bandung, Indonesia Author-2-Name: Deddy P Koesrindartoto Author-2-Workplace-Name: School of Business and Management, Institut Teknologi Bandung, 40116 Indonesia Author-3-Name: Taufik Faturohman Author-3-Workplace-Name: School of Business and Management, Institut Teknologi Bandung, 40116 Indonesia Author-4-Name: Author-4-Workplace-Name: Author-5-Name: Author-5-Workplace-Name: Author-6-Name: Author-6-Workplace-Name: Author-7-Name: Author-7-Workplace-Name: Author-8-Name: Author-8-Workplace-Name:)

Abstract

" Objective - The integration of environmental, social, and governance (ESG) criteria into investment portfolios has emerged as a critical field of study, underscoring the interconnectedness between financial markets and global sustainability objectives. Methodology/Technique - This systematic literature review analyzes 157 academic documents, focusing on ESG portfolio optimization methodologies and identifying emerging trends. Key methods reviewed include genetic algorithms, dynamic optimization models, multi-objective optimization frameworks, and machine learning techniques. Findings - Despite considerable advancements, gaps remain, such as the need for broader application across diverse markets and asset classes, improved risk-return assessments, and standardized ESG data reporting. Future research should also investigate the role of central banks and regulators in fostering sustainable finance. Novelty - By addressing these gaps, stakeholders can better align investment practices with sustainability goals, contributing to a more resilient and inclusive global economy. Type of Paper - Review"

Suggested Citation

  • Arisona Lestari Billah, 2024. "Advancing ESG Portfolio Optimization: Methods, Progress, and Future Directions," GATR Journals afr236, Global Academy of Training and Research (GATR) Enterprise.
  • Handle: RePEc:gtr:gatrjs:afr236
    DOI: https://doi.org/10.35609/afr.2024.9.2(2)
    as

    Download full text from publisher

    File URL: http://gatrenterprise.com/GATRJournals/AFR/pdf_files/AFR-Vol-9(2)/2.Arisona%20Lestari%20Billah.pdf
    Download Restriction: http://gatrenterprise.com/GATRJournals/online_submission.html

    File URL: https://libkey.io/https://doi.org/10.35609/afr.2024.9.2(2)?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. Aluchna, Maria & Roszkowska-Menkes, Maria & Jastrzębska, Ewa & Bohdanowicz, Leszek, 2023. "Sustainability reporting as a social construct : the systematic literature review within socio-political view," Other publications TiSEM 2b64bf0e-2d46-469f-b19e-5, Tilburg University, School of Economics and Management.
    2. Akhtaruzzaman, Md & Banerjee, Ameet Kumar & Boubaker, Sabri & Moussa, Faten, 2023. "Does green improve portfolio optimisation?," Energy Economics, Elsevier, vol. 124(C).
    3. Hemendra Gupta & Rashmi Chaudhary, 2023. "An Analysis of Volatility and Risk-Adjusted Returns of ESG Indices in Developed and Emerging Economies," Risks, MDPI, vol. 11(10), pages 1-18, October.
    4. Francesco Cesarone & Lorenzo Lampariello & Davide Merolla & Jacopo Maria Ricci & Simone Sagratella & Valerio Giuseppe Sasso, 2023. "A bilevel approach to ESG multi-portfolio selection," Computational Management Science, Springer, vol. 20(1), pages 1-23, December.
    5. Jeremy Oppenheim & Catharina Dyvik, 2020. "Unleashing the power of financial markets for the green transition," Chapters, in: Claude Henry & Johan Rockström & Nicholas Stern (ed.), Standing up for a Sustainable World, chapter 48, pages 327-340, Edward Elgar Publishing.
    6. Yupei Liu & Weian Li & Qiankun Meng, 2023. "Influence of distracted mutual fund investors on corporate ESG decoupling: evidence from China," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 14(1), pages 184-215, January.
    7. Jun Zhang & Xuedong Chen & Dehua Shen, 2021. "Socially Responsible Investment Portfolio Construction with a Double-Screening Mechanism considering Machine Learning Prediction," Discrete Dynamics in Nature and Society, Hindawi, vol. 2021, pages 1-15, November.
    8. Banu Dincer & Ayşe İrem Keskin & Caner Dincer, 2023. "Nexus between Sustainability Reporting and Firm Performance: Considering Industry Groups, Accounting, and Market Measures," Sustainability, MDPI, vol. 15(7), pages 1-13, March.
    9. Beatrice Bertelli & Costanza Torricelli, 2024. "The trade-off between ESG screening and portfolio diversification in the short and in the long run," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 48(2), pages 298-322, June.
    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. Richard P. Gregory & Jean Garner Stead & Edward Stead, 2021. "The global pricing of environmental, social, and governance (ESG) criteria," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 11(4), pages 310-329, October.
    12. Eduardo C. Garrido-Merch'an & Gabriel Gonz'alez Piris & Maria Coronado Vaca, 2023. "Bayesian Optimization of ESG Financial Investments," Papers 2303.01485, arXiv.org.
    13. Maria Aluchna & Maria Roszkowska-Menkes & Ewa Jastrzębska & Leszek Bohdanowicz, 2023. "Sustainability reporting as a social construct: the systematic literature review within socio-political view," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 19(8), pages 1535-1554, February.
    14. Cao, Haoming & Wirjanto, Tony S., 2023. "ESG information integration into portfolio optimisation," Journal of Risk Management in Financial Institutions, Henry Stewart Publications, vol. 16(2), pages 158-179, August.
    15. Yahya Hanine & Youssef Lamrani Alaoui & Mohamed Tkiouat & Younes Lahrichi, 2021. "Socially Responsible Portfolio Selection: An Interactive Intuitionistic Fuzzy Approach," Mathematics, MDPI, vol. 9(23), pages 1-13, November.
    16. 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.
    17. Sabri Boubaker & T.D.Q. Le & R. Manita & T. Ngo, 2023. "The Trade-off Frontier for ESG and Sharpe Ratio: A Bootstrapped Double-Frontier Data Envelopment Analysis," Post-Print hal-04434028, HAL.
    18. Díaz, Antonio & Escribano, Ana & Esparcia, Carlos, 2024. "Sustainable risk preferences on asset allocation: a higher order optimal portfolio study," Journal of Behavioral and Experimental Finance, Elsevier, vol. 41(C).
    19. 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.
    Full references (including those not matched with items on IDEAS)

    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. Marta Szczepańczyk & Paweł Nowodziński & Adam Sikorski, 2023. "ESG Strategy and Financial Aspects Using the Example of an Oil and Gas Midstream Company: The UNIMOT Group," Sustainability, MDPI, vol. 15(18), pages 1-24, September.
    2. Prelorentzos, Arsenios-Georgios N. & Konstantakis, Konstantinos N. & Michaelides, Panayotis G. & Xidonas, Panos & Goutte, Stephane & Thomakos, Dimitrios D., 2024. "Introducing the GVAR-GARCH model: Evidence from financial markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    3. Tian Luan, 2024. "A Review of Corporate Social Responsibility Decoupling and Its Impact: Evidence from China," Sustainability, MDPI, vol. 16(10), pages 1-17, May.
    4. Di, Ran & Li, Changqing, 2023. "The cost of hypocrisy: Does corporate ESG decoupling reduce labor investment efficiency?," Economics Letters, Elsevier, vol. 232(C).
    5. Lalwani, Vaibhav, 2024. "Incorporating green assets in equity portfolios," Finance Research Letters, Elsevier, vol. 59(C).
    6. Mohanasundaram, S. & Kasilingam, R., 2024. "The sustainability factor in asset pricing: Empirical evidence from the Indian market," The Quarterly Review of Economics and Finance, Elsevier, vol. 94(C), pages 206-213.
    7. Marcos Escobar-Anel & Yiyao Jiao, 2023. "Unraveling the Trade-off between Sustainability and Returns: A Multivariate Utility Analysis," Papers 2307.12161, arXiv.org.
    8. Banerjee, Ameet Kumar & Sensoy, Ahmet & Goodell, John W., 2024. "Connectivity and spillover during crises: Highlighting the prominent and growing role of green energy," Energy Economics, Elsevier, vol. 129(C).
    9. Yundan Guo & Li Shen, 2023. "Commercial Retirement FOFs in China: Investment and Persistence Performance Analysis," Sustainability, MDPI, vol. 15(18), pages 1-22, September.
    10. Ahmed, Shamima & Banerjee, Ameet Kumar & James, Wendy & Moussa, Faten, 2024. "Is the Evergrande crisis spilling beyond China?," Research in International Business and Finance, Elsevier, vol. 67(PB).
    11. Serhii Lehenchuk & Iryna Zhyhlei & Olena Ivashko & Grzegorz Gliszczyński, 2023. "The Impact of Sustainability Reporting on Financial Performance: Evidence from Turkish FBT and TCL Sectors," Sustainability, MDPI, vol. 15(20), pages 1-13, October.
    12. Francesco Cesarone & Manuel Luis Martino & Federica Ricca & Andrea Scozzari, 2023. "Managing ESG Ratings Disagreement in Sustainable Portfolio Selection," Papers 2312.10739, arXiv.org.
    13. Gunnar Gutsche & Bernhard Zwergel, 2020. "Investment Barriers and Labeling Schemes for Socially Responsible Investments," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 72(2), pages 111-157, April.
    14. Leonard-Călin Abrudan & Mirabela-Constanța Matei & Maria-Madela Abrudan, 2021. "Towards Sustainable Finance: Conceptualizing Future Generations as Stakeholders," Sustainability, MDPI, vol. 13(24), pages 1-21, December.
    15. Yong Tan & Amir Karbassi Yazdi & Jorge Antunes & Peter Wanke & Angappa Gunasekaran & Henrique Luiz Corrêa & Giuliani Coluccio, 2024. "The Quest for an ESG Country Rank: A Performance Contribution Analysis/MCDM Approach," Mathematics, MDPI, vol. 12(12), pages 1-24, June.
    16. Esparcia, Carlos & López, Raquel, 2024. "Performance of crypto-Forex portfolios based on intraday data," Research in International Business and Finance, Elsevier, vol. 69(C).
    17. Patrick Velte, 2023. "Determinants and consequences of corporate social responsibility decoupling—Status quo and limitations of recent empirical quantitative research," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(6), pages 2695-2717, November.
    18. Cepni, Oguzhan & Şensoy, Ahmet & Yılmaz, Muhammed Hasan, 2024. "Climate change exposure and cost of equity," Energy Economics, Elsevier, vol. 130(C).
    19. Trotta, Annarita & Rania, Francesco & Strano, Eugenia, 2024. "Exploring the linkages between FinTech and ESG: A bibliometric perspective," Research in International Business and Finance, Elsevier, vol. 69(C).
    20. Wenbing Luo & Ziyan Tian & Shihu Zhong & Qinke Lyu & Mingjun Deng, 2022. "Global Evolution of Research on Sustainable Finance from 2000 to 2021: A Bibliometric Analysis on WoS Database," Sustainability, MDPI, vol. 14(15), pages 1-23, August.

    More about this item

    Keywords

    Sustainable Investment; Sustainable Finance; ESG Portfolio Performance; ESG Risk Management; ESG Portfolio Optimization;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:gtr:gatrjs:afr236. 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: Prof. Dr. Abd Rahim Mohamad (email available below). General contact details of provider: http://gatrenterprise.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.