A systematic literature review on corporate sustainability: contributions, barriers, innovations and future possibilities

UR de Oliveira, RP Menezes, VA Fernandes - Environment, development …, 2024 - Springer
This paper aims to understand the current research scenario through published studies on
corporate sustainability, emphasizing the environmental approach. Methodologically, this …

A literature review on corporate governance mechanisms: past, present, and future

J Di Vito, K Trottier - Accounting Perspectives, 2022 - Wiley Online Library
This study is a literature review on corporate governance. Its objective is to consolidate our
knowledge in this field, examine its evolution, and propose avenues for future research. In …

Evaluating sustainability reporting on GRI standards in develo** countries: a case of Pakistan

I Khan, Y Fujimoto, MJ Uddin, MA Afridi - International journal of law …, 2023 - emerald.com
Purpose This study aims to examine sustainability reporting through the lens of global
reporting initiative (GRI) standards in develo** economies, particularly in Pakistan, from …

Exploring trends in environmental, social, and governance themes and their sentimental value over time

J Park, W Choi, SU Jung - Frontiers in Psychology, 2022 - frontiersin.org
Environmental, social, and governance (ESG) is an indicator that measures a company's
non-financial performance. Many firms have recently emphasized the importance of ESG …

Glitter or gold? Deriving structured insights from sustainability reports via large language models

M Bronzini, C Nicolini, B Lepri, A Passerini… - EPJ Data …, 2024 - epjds.epj.org
Over the last decade, several regulatory bodies have started requiring the disclosure of non-
financial information from publicly listed companies, in light of the investors' increasing …

A Streamline Sustainable Business Performance Reporting Model by an Integrated FinESG Approach

V Bogdan, L Rus, DS Gherai, AG Florea, NG Bugnar - Sustainability, 2023 - mdpi.com
ESG reporting and disclosure enable financial performance by attracting revenues and
optimizing managerial decisions. Within this landscape falls the present study that aimed to …

Heterogeneous ensemble for ESG ratings prediction

T Krappel, A Bogun, D Borth - arxiv preprint arxiv:2109.10085, 2021 - arxiv.org
Over the past years, topics ranging from climate change to human rights have seen
increasing importance for investment decisions. Hence, investors (asset managers and …

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 …

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 …

Corporate social responsibility disclosure prediction using LSTM neural network

AM Almars, KM Alharbi - Computing, 2024 - Springer
Corporate social responsibility (CSR) has gained a great deal of interest in recent years due
to the need for information that can help many stakeholders (eg, governments, investors …