Results 201 to 210 of about 5,941,658 (334)

The Influence of Corporate Sustainability Rating Methodology on Disclosure Behavior

open access: yesBusiness Strategy and the Environment, EarlyView.
ABSTRACT The rise of environmental, social, and governance (ESG) investing has illuminated long‐standing concerns over the ability for sustainability rating schemes to accurately convey sustainability‐related performance of firms. This study theorizes and empirically examines how a detailed and transparent rating methodology influences what information
Patrick J. Callery
wiley   +1 more source

Ordinal Regression by Extended Binary Classification

open access: yes, 2008
We present a reduction framework from ordinal regression to binary classificationbased on extended examples. The framework consists of three steps: extracting extended examples from the original examples, learning a binary classifier on theextended ...

core  

Do Big Data Analytics and Artificial Intelligence Enhance Corporate Sustainability? The Moderating Roles of Regulation and Management Support

open access: yesBusiness Strategy and the Environment, EarlyView.
ABSTRACT We examine the effects of big data analytics (BDA) and artificial intelligence (AI) on corporate sustainability performance, specifically investigating the influence of regulatory pressure and top management support. Utilizing hierarchical regression analysis on questionnaire data from 220 Chinese manufacturing firms, we find that both BDA and
Mandella Osei‐Assibey Bonsu   +2 more
wiley   +1 more source

Taba Binary, Multinomial, and Ordinal Regression Models: New Machine Learning Methods for Classification. [PDF]

open access: yesBioengineering (Basel)
Tabatabai M   +4 more
europepmc   +1 more source

Board Gender Diversity and Environmental Credit Risk in Banking: A Global Study of Bank Governance

open access: yesBusiness Strategy and the Environment, EarlyView.
ABSTRACT This study investigates the relationship between board gender diversity and environmental credit risk in the global banking sector. Using a panel dataset of 345 publicly listed banks from 75 countries over the period 2018–2022, we find that greater female representation on bank boards is significantly associated with lower environmental credit
Kenza Mouti   +2 more
wiley   +1 more source

Prediction of sentiment polarity in restaurant reviews using an ordinal regression approach based on evolutionary XGBoost. [PDF]

open access: yesPeerJ Comput Sci
Al-Qudah DA   +5 more
europepmc   +1 more source

Robust ordinal logistic regression

open access: yes, 2010
Logistic regression is a widely used tool designed to model the success probability of a Bernoulli random variable depending on some explanatory variables.
Croux, Christophe   +2 more
core  

Can Carbon Strategy Enhance Corporate Productivity? Evidence From Carbon Risk and Opportunity Management

open access: yesBusiness Strategy and the Environment, EarlyView.
ABSTRACT Whether corporate carbon management can enhance productive efficiency is central to firms' long‐term competitiveness and determines whether carbon reduction efforts can be sustained beyond regulatory compliance. This study examines how corporate carbon risk and opportunity management affects firm productivity (measured by total factor ...
Nan Huang, Hanlu Fan, Ruoxin Zhu
wiley   +1 more source

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