The study of social learning examines how individuals learn from others by means of observation, imitation, or compliance with advice. However, it still remains largely unknown whether social learning processes have a distinct contribution to behavior, independent from non-social trial-and-error learning that often occurs simultaneously. 153…

This study investigated coded data retrieved from clinical dashboards, which are decision-support tools that include a graphical display of clinical progress and clinical activities. Data were extracted from clinical dashboards representing 256 youth (M age = 11.9) from 128 practitioners who were trained in the Managing and Adapting Practice (MAP)…

This study tested a moderated-mediation model of the processes linking principal ethical leadership and professional learning communities in China, in which teacher obligation is included as a mediator, and teacher participation in school decision making is considered as a moderator. The results from 3374 teachers revealed significant direct and…

Artificial placentas (APs) are technologies that mimic the human placenta to treat extremely preterm infants. Being an invasive and risky technology, it will raise important ethical questions for human trials. Hence, in this Topic Piece we provide a blueprint of further issues to investigate. First, counselling will have the double role of…

Students with disabilities often take tests under different conditions than their peers do. Testing accommodations, which involve changes to test administration that maintain test content, include extending time limits, presenting written text through auditory means, and taking a test in a private room with fewer distractions. For some students…

This article proposes a pragmatic approach to data justice in education that draws upon Nancy Fraser's theory. The main argument is premised on the theoretical and practical superiority of a deontological framework for addressing algorithmic bias and harms, compared to ethical guidelines. The purpose of a deontological framework is to enable the…

Each day people make decisions about complex topics such as health and personal finances. Causal models of these domains have been created to aid decisions, but the resulting models are often complex and it is not known whether people can use them successfully. We investigate the trade-off between simplicity and complexity in decision making,…

Decision-making between professionals and families is an integral part of early intervention (EI), as reflected by family-centered philosophies and practices embodied in the Division for Early Childhood's (DEC, 2014) Recommended Practices. In this article, the author first briefly defines decision-making and two forms of decision-making relevant…

The research of multi-category learning behaviors is a hot issue in interactive learning environment, and there are many challenges in data statistics and relationship modeling. We select the massive learning behaviors data of multiple periods and courses and study the decision application of regression analysis. First, based on the definition of…

Having access to accurate and reliable data is essential in decision-making. A wealth of data is spread across the University of Delaware (UD). These data include, but are not limited to, financial information, budget information, student enrollment, credit hours taught, and numerous metrics about faculty, staff, and sponsored programs. These data…

Senior executive strategic decision making is a prized skill. The analysis of available literature yields three key conclusions: i) strategic decision-making skills, especially in high complexity and ambiguity leverage 'adaptive expertise' which is very different from the dominant discourse on narrow domain 'expert performance'; ii) unlike focused…

Wage gap statistics continue to show that efforts around equitable pay distributions continue to fail. These data inform us that the outcomes are not meeting expectations therefore something must change. We still see nationally that white men are paid more than any other gender or racial group, which tells us that we are hiring more diverse…

School principals play a pivotal role in directing students' classroom educational experiences. However, in the USA, many elementary principals (serving youth 5-12 years old) have had few formal experiences with professional development or coursework that centers on current standards for quality science instruction as guided by the "Framework…

The purpose of this qualitative, descriptive study is to explore how assistant principals describe their choices regarding survival, love and belonging, power, freedom, and fun regarding whether to seek promotion to principal in southern Arizona. A principal shortage exists in the United States in part because assistant principals qualified to be…

This paper is concerned with the process of selecting between the increasingly popular bi-factor model and the second-order factor model in measurement research. It is indicated that in certain settings widely used in empirical studies, the second-order model is nested in the bi-factor model and obtained from the latter after imposing appropriate…