The role of case management in misdemeanor prosecution
Abstract Despite increasing attention to prosecutors' role in shaping criminal justice outcomes, there is limited empirical research on what prosecutors do. While most theories of prosecutorial discretion emphasize overarching goals related to justice and safety, our paper shifts the focus toward the practical realities of the job, particularly in the ...
Lindsay Graef, Aurelie Ouss
wiley +1 more source
Evaluating the effectiveness of prenatal exercise promotion strategies on the Xiaohongshu platform: Health beliefs, information quality, and source credibility. [PDF]
Fang Y, Wang D.
europepmc +1 more source
Whose decision is it anyway? Defendants’ prior experience shapes prosecutorial case dismissal
Abstract Studies of early case processing outcomes in the United States typically assume that decisions are made unilaterally by the prosecutor, such that prior contact with the legal system is universally associated with harsher outcomes for defendants.
R. R. Dunlea, Miranda A. Galvin
wiley +1 more source
The paradox of AI content labeling: how clarity influences information avoidance via cognitive dissonance on social platforms. [PDF]
Gong Z, Peng D, Cui J, Lv Z.
europepmc +1 more source
Leveraging AI to Capture Textual and Visual Elements: Insights for HRM Research and Practice
ABSTRACT This paper advances Human Resource Management (HRM) scholarship by introducing an accessible method to analyse of both visual and textual social media content in combination. Although HRM studies increasingly mobilise social media data, most approaches remain text‐centric, overlooking the HR‐relevant cues, embedded in images, that can inform ...
Yin Liang, Jeremy Aroles, Yulei Li
wiley +1 more source
ABSTRACT This research investigates how inclusion‐focused generative AI (GAI), designed with diversity, fairness, and inclusion principles, mitigates disability bias in hiring—particularly under complex, cognitively demanding conditions. Drawing on Construal Level Theory, two experiments with HR professionals (N = 117; 238) compared standard, inclusion‐
Miles M. Yang
wiley +1 more source
The necessity of multimodal feedback for learning effective pedagogical policies with reinforcement learning. [PDF]
Che L, Guo P, Isleem HF, Wang Z.
europepmc +1 more source
Demand Estimation with Text and Image Data
ABSTRACT We propose a demand estimation approach that leverages unstructured data to infer substitution patterns. Using pre‐trained deep learning models, we extract embeddings from product images and textual descriptions and incorporate them into a mixed logit demand model.
Giovanni Compiani +2 more
wiley +1 more source
Cognitive Task Analysis to Evaluate Resident Physician Decision Making in the Intensive Care Unit. [PDF]
Mansoori JN +6 more
europepmc +1 more source
Does AI Affect the Democratic Conduct of War? Analyzing US and Israeli Military AI Deployment
ABSTRACT This study examines how the use of decision‐support military Artificial Intelligence (AI) systems can affect the democratic conduct of warfare. AI can challenge the democratic conduct of warfare by introducing systemic risks such as reduced oversight, opacity, and automation bias.
Alessandra Russo
wiley +1 more source

