ABSTRACT The transition to a circular economy (CE) has become a strategic priority for firms, yet empirical assessments of corporate circularity remain fragmented and heavily dependent on structured indicators or self‐reported metrics. This paper proposes a novel, text‐based circularity index derived from mandatory non‐financial statements of large ...
Giuseppe Pernagallo +2 more
wiley +1 more source
ABSTRACT Sustainability reports (SRs) are widely criticized for vague disclosures and selective emphasis on positive outcomes, yet systematic research on two core SR challenges remains limited: materiality (whether disclosed content is relevant) and balance (whether both achievements and challenges are reported).
Mahsa Mohammadrezaei +1 more
wiley +1 more source
Risk assessment of stock market manipulation through the fusion of multi-source textual and trading data: Evidence from China's A-share market. [PDF]
Luo Y, Zhang J, Zhang C, Ma Z.
europepmc +1 more source
Connecting Thoughts and Actions: A Managerial Process Model on Circular Business Model Innovation
ABSTRACT Addressing environmental grand challenges such as resource scarcity requires circular business model innovation (CBMI) that enables firms to efficiently close and slow resource cycles through novel activity systems. Drawing on a grounded theory approach based on 59 in‐depth interviews with top managers from Swiss SMEs, we developed a process ...
Fabian Takacs, Karolin Frankenberger
wiley +1 more source
Enhancing stock market price prediction through FinGPT-driven sentiment analysis, technical indicators, historical price data, and attention-based hybrid deep learning models. [PDF]
Golabzaei M, Taheripour E, Sadjadi SJ.
europepmc +1 more source
ABSTRACT The role of academia in shaping the Sustainable Development Goals (SDGs) remains insufficiently understood. This study examines how SDG discourse is constructed within accounting and business research by integrating bibliometric analysis with a systematic review of 731 peer‐reviewed articles published between 2020 and 2024.
Silvia Panfilo +2 more
wiley +1 more source
To the moon: Retail investor attention and sentiment across asset types in online media. [PDF]
Smith ML, Widmar NJO, Kilders V.
europepmc +1 more source
Reliable Hardware Sensor and Large Language Model Fusion for Intelligent Short-Term Market Risk Sensing and Prediction. [PDF]
Zhou Z +6 more
europepmc +1 more source
The psychological toll of financial volatility: compulsive habits, gambling parallels, and social policy implications. [PDF]
Dote-Pardo J +2 more
europepmc +1 more source

