We are interested in the understanding and improvement of human performance in complex systems, such as military operations, healthcare environments, and road traffic. To better understand human-machine interactions in these environments, we use a multidimensional approach that includes both advanced psychophysiological measurements, such as eye tracking, electroencephalography, and magnetic resonance imaging; and traditional psychological assessment tools: questionnaires, interviews, and focus groups.