This paper presents a novel approach to diagnosing and measuring teamwork in complex sociotechnical systems. First, the underlying theoretical constructs that have inspired the development and use of a multilevel model to study team phenomena from a general systems perspective are presented. Next, in an attempt to theoretically ground the construct, "flow state" will be presented as an isomorphic variable in a multi-level model, meaning it is represented similarly at the system, team, and individual level. Approaching processes embedded in organizations from this perspective allows diagnosis of the systemic influences that contribute most to the variance in performance, identification of pervasive latent systemic failures, and the development of a tailored taxonomy of behavioral teamwork dimensions, which can then be translated into metrics to measure teamwork within any observable complex process.
Medical image interpretation is central to detecting, diagnosing, and staging cancer and many other disorders. At a time when medical imaging is being transformed by digital technologies and artificial intelligence, understanding the basic perceptual and cognitive processes underlying medical image interpretation is vital for increasing diagnosticians’ accuracy and performance, improving patient outcomes, and reducing diagnostician burn-out. Medical image perception remains substantially understudied. In September of 2019, the National Cancer Institute convened a multidisciplinary panel of radiologists and pathologists together with researchers working in medical image perception and adjacent fields of cognition and perception for the “Cognition and Medical Image Perception Think Tank.” The Think Tank’s key objectives were: to identify critical unsolved problems related to visual perception in pathology and radiology from the perspective of diagnosticians; to discuss how these clinically relevant questions could be addressed through cognitive and perception research; to identify barriers and solutions for transdisciplinary collaborations; to define ways to elevate the profile of cognition and perception research within the medical image community; to determine the greatest needs to advance medical image perception; and to outline future goals and strategies to evaluate progress. The Think Tank emphasized diagnosticians’ perspectives as the crucial starting point for medical image perception research, with diagnosticians describing their interpretation process and identifying perceptual and cognitive problems that arise. This paper reports the deliberations of the Think Tank participants to address these objectives and highlight opportunities to expand research on medical image perception.
Abstract. Transportation Security Officers (TSOs) are at the forefront of our nation's security, and are tasked with screening every bag boarding a commercial aircraft within the United States. TSOs undergo extensive classroom and simulation-based visual search training to learn how to identify threats within X-ray imagery. Integration of eye tracking technology into simulation-based training could further enhance training by providing in-process measures of traditionally "unobservable" visual search performance. This paper outlines the research and development approach taken to create an innovative training solution for X-ray image threat detection and resolution utilizing advances in eye tracking measurement and training science that provides individualized performance feedback to optimize training effectiveness and efficiency.
The Transportation Security Administration (TSA) has three engineering psychologists within the Office of Security Capabilities (OSC) who address the human element for the Agency. While many activities and programs cannot be elaborated upon due to security restrictions, a few human factors activities will be reviewed. The human factors team is tasked with writing and reviewing acquisition documents, as well as participating in acquisition milestones that span the Acquisition Lifecycle Framework. The team also works to improve operational efficiency, training effectiveness and data mining efforts by examining how human factors and interactions can be optimized for various processes and procedures.The Office has several ongoing research efforts with a number of different performers to investigate a range of human-centered issues. For example, through the Risk-Based Security Workforce Transformation Group, hypotheses were presented regarding the specialization of Officers at the checkpoint: image analysis, passenger interface, and effective interaction. Industrial/Organizational psychologists match job task analysis competencies with batteries of assessments to test for attitudes, attributes and aptitudes that would be predictive of these competencies on the job. Additional human-centered efforts will be discussed throughout this paper.
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