arbiter
JournalsPricingAccount

BEYOND TRADITIONAL METRICS: ESG AND FINANCIAL PERFORMANCE IN INNOVATION-DRIVEN SECTORS

Annalisa Ferrari et al.

Journal of Financial Management, Markets and Institutions2025https://doi.org/10.1142/s2282717x2550001xarticle
AJG 1ABDC C
Weight
0.37

What the paper says

This study explores the relationship between Environmental, Social, and Governance (ESG) ratings and financial performance within technology-intensive sectors. Although the link between ESG factors and financial performance is widely recognized, its specific relevance to the Technology and Telecommunications sector, which is innovation-driven and has unique characteristics compared to traditional industries, remains largely unexplored. Financial performance is assessed using two key metrics: Return on Investment (ROI) and Conditional Beta (BETA). The dataset comprises a basket of firms listed in the Euro Stoxx 600 index for the period 2016–2021. Employing a Machine Learning approach and SHapley Additive exPlanations (SHAP) values for model interpretability, the study, leveraging covariate analysis, uncovers patterns and reveals how ESG factors contribute to shaping financial outcomes. The findings suggest that ESG considerations, particularly Social(S) factors, are important in driving financial performance in high-growth, innovation-driven companies.

1 citation

Open paper page →

Cite this paper

https://doi.org/https://doi.org/10.1142/s2282717x2550001x

Or copy a formatted citation

@article{annalisa2025,
  title        = {{BEYOND TRADITIONAL METRICS: ESG AND FINANCIAL PERFORMANCE IN INNOVATION-DRIVEN SECTORS}},
  author       = {Annalisa Ferrari et al.},
  journal      = {Journal of Financial Management, Markets and Institutions},
  year         = {2025},
  doi          = {https://doi.org/https://doi.org/10.1142/s2282717x2550001x},
}

Paste directly into BibTeX, Zotero, or your reference manager.

Flag this paper

BEYOND TRADITIONAL METRICS: ESG AND FINANCIAL PERFORMANCE IN INNOVATION-DRIVEN SECTORS

Flags are reviewed by the Arbiter methodology team within 5 business days.

Evidence weight

0.37

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.16 × 0.4 = 0.06
M · momentum0.53 × 0.15 = 0.08
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.