Transitioning to a sustainable economy and reducing air pollution hinge on appropriate economic incentives and financing conditions. The auto loan market offers a prime setting, as lenders' credit terms can either discourage or incentivize the purchase of high-pollution vehicles. Using...

Bridging together the Middle-Income Trap (MIT) literature with the Global Value Chains (GVCs) approach may provide a more fine-grained understanding of the middle-income (MI) countries' developmental dilemmas. While the former identifies the structural challenges these countries face, the latter...

Purpose - Social media has transformed brand communication and how consumers perceive brands. While social media influencers (SMIs) have emerged as key players in digital marketing, their impact on brand equity within the automobile sector remains underexplored. This study examines the impact of...

This study develops a machine learning framework to improve the prediction of automobile loan defaults by integrating explainable feature selection with advanced resampling techniques. Using publicly available data, we compare Logistic Regression, Random Forest, eXtreme Gradient Boosting...

In an environment characterised by high competitiveness, companies must constantly innovate and focus on products and processes continuous improvement. Portugal's business environment is predominantly made up of SMEs, which, given their characteristics, are more limited in terms of resources and...