Youth at Risk: In Search of a Definition

The term youth at risk has been defined in numerous ways. A review of these definitions, their perspectives on predisposing conditions, and the implications for counseling are discussed.     

Open risk assessment

As criminal justice actors increasingly seek to rely on more evidence-informed practices, including risk assessment instruments, they often lack adequate information about the evidence that informed the development of the practice or the tool. Open science practices, including making scientific research and data accessible and public, have not typically been followed in the development of tools designed for law enforcement, judges, probation, and others. This is in contrast to other government agencies, which often open their processes to public notice and comment. Lack of transparency has become pressing in the area of risk assessment, as entire judicial systems have adopted some type of risk assessment scheme. While the types of information used in a risk tool may be made public, often the underlying methods, validation data, and studies are not – nor are the assumptions behind how a level of risk gets categorized as “high” or “low.” We discuss why those concerns are relevant and important to the new risk assessment tool now being used in federal prisons, as part of the First Step Act. We conclude that a number of key assumptions and policy choices made in the design of that tool are not verifiable or are inadequately supported, including the choice of risk thresholds and the validation data itself. Unfortunately, as a result, the federal risk assessment effort has not been the hoped-for model for open risk assessment.     

Constructive Development and Career Transition: Implications for Counseling

The ability to effectively manage career transition may be related to an individual's meaning-making framework, or constructive development. The implications of constructive developmental theory for career choice and implementation are explored. The interplay between career transition and developmental transformation is examined, and counseling strategies for assisting such transformation are proposed. Case illustrations are offered.     

Crying for a Vision: The Native American Sweat Lodge Ceremony as Therapeutic Intervention

The Native American sweat lodge ceremony or sweat therapy is being used increasingly in various medical, mental health, correctional, and substance abuse treatment centers serving both Native and non‐Native clients. This article explores the sweat lodge ceremony's background, elements of Native American spirituality, origin story, cultural symbolism, prayer, and contemporary use. Current evidence of effectiveness and therapeutic benefits is presented, then implications for integrating the sweat lodge ceremony as a complementary counseling approach are discussed.     

The binding pool: A model of shared neural resources for distinct items in visual working memory

Visual working memory (VWM) refers to the ability to encode, store, and retrieve visual information. The two prevailing theories that describe VWM assume that information is stored either in discrete slots or within a shared pool of resources. However, there is not yet a good understanding of the neural mechanisms that would underlie such theories. To address this gap, we provide a computationally realized neural account that uses a pool of shared neurons to store information about one or more distinct stimuli. The binding pool model is a neural network that is essentially a hybrid of the slot and resource theories. It describes how information can be stored and retrieved from a pool of shared resources using a type/token architecture (Bowman & Wyble in Psychological Review 114(1), 38–70, 2007; Kanwisher in Cognition 27, 117–143, 1987; Mozer in Journal of Experimental Psychology: Human Perception and Performance 15(2), 287–303, 1989). The model can store multiple distinct objects, each containing binding links to one or more features. The binding links are stored in a pool of shared resources and, thus, produce mutual interference as memory load increases. Given a cue, the model retrieves a specific object and then reconstructs other features bound to that object, along with a confidence metric. The model can simulate data from continuous report and change detection paradigms and generates testable predictions about the interaction of report accuracy, confidence, and stimulus similarity. The testing of such predictions will help to identify the boundaries of shared resource theories, thereby providing insight into the roles of ensembles and context in explaining our ability to remember visual information.     

Semantic Factors in the Production of Number Agreement

This paper examines the role of semantic factors in the production of subject–verb number agreement. As an ostensibly grammatical process, number agreement provides an interesting case for examining the flow and interaction of semantic and syntactic information through the language-production system. Using a sentence-completion task, agreement errors can be elicited from subjects by presenting them with sentence fragments containing a complex noun-phrase, in which the nonhead noun is plural (e.g., The key to the cabinets...WERE missing.). Previous research has demonstrated that the probability of making an error can be affected by varying the properties of the nouns in the complex noun phrase. By investigating which variables do and do not affect error rates, constraints on the flow of information through the production system can be inferred. In three experiments, we investigated the possible effects of three different semantic manipulations of the nouns in the complex NP: animacy, semantic overlap, and plausibility of modification by the sentence predicate. We found that both animacy and semantic relatedness had reliable effects on error rates, indicating that the mechanism involved in implementing agreement cannot be blind to semantic information. However, the plausibility with which each noun could serve as the subject of the sentence predicate had no effect on error rates. Taken together, these results suggest that while semantic information is visible to the agreement mechanism, there are still constraints on when this information can affect the process. Specifically, it may be the case that only information contained within the complex NP is considered for the purposes of implementing agreement.