Predicting Coral Offspring Survival From Reef Thermal Histories in Ningaloo World Heritage Reef. [PDF]
Glob Chang BiolBaptista Nobre T +3 more
europepmc +1 more source
Policy and Market Mechanisms for Sustainable Finance: A Systematic Review and Research Agenda
Business Strategy and the Environment, EarlyView.ABSTRACT Sustainable finance has emerged as a critical instrument for addressing the dual challenges of climate change and sustainable development. Nonetheless, a substantial financing gap persists, while the concept remains under‐theorized without a universally accepted definition, and empirical evidence of its effectiveness remains inconsistent and ...
Jihyung Joo, Byounguk Keum, Taewoo Roh
wiley +1 more source
Ensemble Machine Learning Models for Predicting Patients With High Usage: Model Validation and Economic Impact Analysis. [PDF]
JMIR Med InformTan JK +7 more
europepmc +1 more source
When Nature Counts: Corporate Biodiversity Attention and Access to Bank Finance
Business Strategy and the Environment, EarlyView.ABSTRACT This paper investigates whether corporate attention to biodiversity influences firms' access to bank loans, an overlooked question in the emerging biodiversity–finance literature. Using a novel, text‐based measure constructed from 446 biodiversity‐related keywords and applied to Chinese A‐share listed firms from 2000 to 2023, we show that ...
Ruxiao Li +3 more
wiley +1 more source
Cross-Model Explainability Consistency in Hepatitis C Stage Classification: A SHAP, LIME, and Counterfactual Analysis Across Five Machine Learning Architectures. [PDF]
Diagnostics (Basel)Alalawi K.
europepmc +1 more source
Knowledge Management and AI‐Driven Green Practices for Sustainable Performance
Business Strategy and the Environment, EarlyView.ABSTRACT Organizations increasingly face strategic pressure to translate sustainability‐oriented knowledge and digital transformation initiatives into measurable environmental and organizational outcomes. In response, this study investigates how green knowledge management (GKM) contributes to sustainable business performance through the organizational ...
Hafiz Mudassir Rehman +3 more
wiley +1 more source
Data-Efficient and Explainable Multimodal Survival Prediction in NSCLC Using Deep Image Embeddings, Clinical Variables, and Gradient-Boosted Trees. [PDF]
Diagnostics (Basel)Sahin S, Karacor AG.
europepmc +1 more source
Do Banks in the Middle East and North Africa Region Price Carbon Exposure?
Business Strategy and the Environment, EarlyView.ABSTRACT This study examines whether carbon exposure is incorporated into corporate borrowing costs within the Middle East and North Africa (MENA) region. Using a panel of 771 firm‐year observations from publicly listed non‐financial firms between 2016 and 2023, the analysis investigates the relationship between carbon intensity and firms' cost of debt
Yara Ibrahim +2 more
wiley +1 more source
Optimizing predictive performance without sacrificing explainability: Comparing logistic regression and ensemble decision trees for abdominal aortic aneurysm repair outcomes. [PDF]
JVS Vasc InsightsJeon BB +8 more
europepmc +1 more source
Business Strategy and the Environment, EarlyView.ABSTRACT Prior research has mostly relied on linear and parametric models while explaining environmental non‐compliance, but they have a limited capacity to capture non‐linear and asymmetric effects of elements affecting firms' environmental compliance.
Ashutosh Singh +4 more
wiley +1 more source