Where and how machine learning plays a role in climate finance research

A Alonso-Robisco, J Bas, JM Carbo… - … Finance & Investment, 2024 - Taylor & Francis
The financial sector, by mobilizing capital, is fundamental to adapt and mitigate the impact of
climate change in the economy. This has led to the emergence of a new research field …

Greening the greenwashers–How to push greenwashers towards more sustainable trajectories

D Glavas, G Grolleau, N Mzoughi - Journal of cleaner production, 2023 - Elsevier
While the literature has notably focused on the meanings, conceptualizations, causes,
consequences and solutions to greenwashing, we propose a counterintuitive perspective to …

Using artificial intelligence in ESG assurance

N Li, M Kim, J Dai… - Journal of Emerging …, 2024 - publications.aaahq.org
As environmental, social, and governance (ESG) reporting has become a mainstream
channel for companies to communicate their commitment to sustainability issues, the need …

[HTML][HTML] True transparency or mere decoupling? The study of selective disclosure in sustainability reporting

M Roszkowska-Menkes, M Aluchna… - Critical Perspectives on …, 2024 - Elsevier
Over the last two decades, sustainability disclosure has become a well-established practice
among large and medium-sized companies. Despite the increasing number of sustainability …

Green, green, it's green they say: a conceptual framework for measuring greenwashing on firm level

G Dorfleitner, S Utz - Review of Managerial Science, 2023 - Springer
This paper proposes a conceptual framework to determine a greenwashing indicator on firm
level, based on five pillars of information that capture the key drivers of greenwashing: soft …

Environmental, social, and governance (ESG) and artificial intelligence in finance: State-of-the-art and research takeaways

T Lim - Artificial Intelligence Review, 2024 - Springer
The rapidly growing research landscape in finance, encompassing environmental, social,
and governance (ESG) topics and associated Artificial Intelligence (AI) applications …

Machine Learning methods in climate finance: a systematic review

A Alonso, JM Carbó, JM Marqués - 2023 - papers.ssrn.com
Preventing the materialization of climate change is one of the main challenges of our time.
The involvement of the financial sector is a fundamental pillar in this task, which has led to …

Potentials and challenges of artificial intelligence-supported greenwashing detection in the energy sector

FJO Boedijanto, LL Delina - Energy Research & Social Science, 2024 - Elsevier
Fossil fuel actors have been using greenwashing strategies to enhance their public image
by making 'green'and 'sustainable'claims, which can be misleading for the investing public …

Combat Greenwashing with GoalSpotter: Automatic Sustainability Objective Detection in Heterogeneous Reports

M Mahdavi, R Baghaei Mehr, T Debus - Proceedings of the 33rd ACM …, 2024 - dl.acm.org
Sustainable development is nowadays a prominent factor for the public. As a result,
companies publish their sustainability visions and strategies in various reports to show their …

Using Blockchain and Smart Contracts to combat greenwashing in environmental disclosures

Y Gu, L Jiang, J Dai - Available at SSRN 4982537, 2024 - papers.ssrn.com
This study examines widespread greenwashing practices in corporate environmental
disclosures and the potential of blockchain and smart contracts to address this problem. We …