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Optimalisasi Portofolio Saham Berbasis Green Economy: Analisis Sharpe Ratio, Treynor Ratio, Jensen’s Alpha, dan Korelasi ESG Score

Indonesian Journal of Applied Mathematics · Vol. 5 No. 2 (2026) · pp. 40–50

DOI
10.35472/indojam.v5i2.2437
ISSN
2774-2016, 2774-2067
Published
2026-01-09
Publisher
Institut Teknologi Sumatra
License
creativecommons.org/licenses/by-nc/4.0

Abstract

Investments that incorporate Environmental, Social, and Governance (ESG) principles are increasingly recognized as a strategic approach to support the transition toward a green economy. This study aims to optimize a stock portfolio composed of constituents from the IDX ESG Leaders index by employing three performance evaluation indicators: Sharpe Ratio, Treynor Ratio, and Jensen’s Alpha. Five stocks—ADRO, INKP, EXCL, BFIN, and KLBF—were selected based on strong ESG scores, large market capitalizations, and consistent inclusion in the ESG index for the past two consecutive years. The data used consist of daily closing prices from January 2021 to April 2025, with the BI 7-Day Reverse Repo Rate serving as a proxy for the risk-free rate. The results indicate that certain ESG-based portfolios can deliver competitive risk-return performance, with ADRO and KLBF exhibiting superior Sharpe Ratios and positive Jensen’s Alpha values compared to the other stocks. These findings reinforce the role of ESG in constructing investment portfolios that are not only financially viable but also aligned with long-term sustainability goals.

Collaboration network of the authors

10 authors · 16 co-authorship links

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Co-authorOrganisationJoint articles
Jova Edri SaputraAffiliation unknown2
Faculty of Science, Institut Teknologi Sumatera, South Lampung, Indonesia Department of MathematicsAffiliation unknown2
Faculty of Science, Institut Teknologi dan Sains NU Lampung, Indonesia Department of PhysicsAffiliation unknown2
Kurnia Novita SariAffiliation unknown1
Sapto Wahyu IndratnoAffiliation unknown1
Andi FitriawatiAffiliation unknown1
Lutfi MardiantoAffiliation unknown1
Muhammad Naif AbdallahAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

This record comes from Crossref (what the publisher deposited), because the journal's own OAI-PMH endpoint could not be harvested.

Metadata source: Crossref API (cadangan, berdasarkan ISSN) https://api.crossref.org/journals/2774-2016/works, first harvested 5 Nov 2026, last seen 5 Nov 2026.
Metadata as oai_dc, converted from Crossref
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