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How Important Is Corporate Social Responsibility for Corporate Financial Performance?: A Machine Learning Prediction and Model Interpretability Approach

open access: yesBusiness Ethics, the Environment &Responsibility, Volume 35, Issue 2, Page 895-913, April 2026.
ABSTRACT Corporate social responsibility (CSR) has become central to corporate strategy, yet its impact on corporate financial performance (CFP) remains debated. Existing literature, which often relies on conventional statistical methods, overlooks the complex, nonlinear interactions between CSR and CFP.
Ephraim Kwashie Thompson   +2 more
wiley   +1 more source

Global‐Scale Analysis of Biochar Cropland Application Strategies and Their Climate Change Mitigation Potential Using Machine Learning

open access: yesGCB Bioenergy, Volume 18, Issue 4, April 2026.
Machine learning models predicted crop yield and soil greenhouse gas responses to biochar application, with soil and climate conditions identified as dominant factors. Global simulations and life cycle assessment quantified spatially optimized strategies and mitigation potential.
Xingyu Lu   +3 more
wiley   +1 more source

Artificial Intelligence in Couple and Family Therapy: Introduction of the AI Competencies

open access: yesJournal of Marital and Family Therapy, Volume 52, Issue 2, April 2026.
ABSTRACT Artificial Intelligence (AI) has rapidly altered the practice of couple/marital and family therapy (CMFT). While much has been written in other disciplines about competencies to be developed in integrating AI into one's work, to date no competencies have been presented for use in CMFT.
Katherine M. Hertlein, Paul Springer
wiley   +1 more source

Empirical Literature on Fiscal Multipliers: A Bibliometric Approach, 2002–2023

open access: yesJournal of Economic Surveys, Volume 40, Issue 2, Page 783-820, April 2026.
ABSTRACT This paper reviews the empirical literature on fiscal multipliers through a bibliometric approach, analyzing 337 journal articles published between 2002 and 2023. The articles are categorized based on empirical methodologies, fiscal shock identification strategies, geographic focus, exchange rate arrangements, and macro‐financial regime ...
Margarida Correia Varela   +1 more
wiley   +1 more source

Social Inequality in Sight: Exploring Urban Visual Perception and Sentiment Across Income Levels

open access: yesTransactions in GIS, Volume 30, Issue 2, April 2026.
ABSTRACT Visual perception and sentimental expression are interconnected cognitive processes that shape environmental interaction, functioning at different levels across populations. Despite their inherent connection, prior studies have examined them in isolation, focusing on physical environments and overlooking diverse populations.
Ketong Shen, Jian Liu, Xintao Liu
wiley   +1 more source

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