Table 1 Research questions on... | Emerald Publishing

Table 1

Research questions on human-centric operations

Research area	Research questions
Productivity: Explore how neurobiological response monitoring can reveal hidden physiological costs, individual differences in response to workload, and the temporal dynamics of performance	How do neurobiological responses explain individual differences in productivity under high-paced operational conditions? How can physiological cost indicators be incorporated into productivity metrics to reflect both performance and well-being? How is productivity affected by changes in physiological responses over the course of a high-paced work shift?
Flexibility: Investigate how neurobiological responses to uncertainty shape cognitive load, emotional anticipation, and performance in operational environments that demand adaptation and decision-making under ambiguity	How do neurobiological responses mediate the relationship between task predictability and performance, particularly in environments requiring frequent adaptation to last-minute changes? How do anticipated emotions related to upcoming uncertain tasks manifest in pre-task neurobiological responses and how do these responses affect subsequent cognitive load and decision quality? Does managing or overriding uncertain AI-generated recommendations lead to elevated physiological stress, and how can this be measured in real time?
Safety: Examine how neurobiological response monitoring can detect early signs of cognitive strain, uncover physiological markers of resilience, and assess the long-term costs of vigilance in safety-critical environments	How can neurobiological responses serve as early-warning indicators of fatigue before errors or accidents occur in operational environments? What specific neurobiological profiles differentiate resilient workers from those more susceptible to performance decline? How does long-term exposure to highly regulated safety environments impact workers’ stress regulation, hormonal balance, and resilience?
Well-being: Examine how neurobiological data can reveal hard-to-access responses and long-term physiological effects of operational environments on workers’ health	To what extent do discrepancies between subjective self-reported and objective physiological stress indicate hidden strain? How do neurobiological signals mediate the internalisation of psychological strain caused by low-autonomy or ethically ambiguous work environments? What is the long-term physiological impact of sustained exposure to psychologically taxing conditions?

Research area	Research questions
Productivity: Explore how neurobiological response monitoring can reveal hidden physiological costs, individual differences in response to workload, and the temporal dynamics of performance	How do neurobiological responses explain individual differences in productivity under high-paced operational conditions?How can physiological cost indicators be incorporated into productivity metrics to reflect both performance and well-being?How is productivity affected by changes in physiological responses over the course of a high-paced work shift?
Flexibility: Investigate how neurobiological responses to uncertainty shape cognitive load, emotional anticipation, and performance in operational environments that demand adaptation and decision-making under ambiguity	How do neurobiological responses mediate the relationship between task predictability and performance, particularly in environments requiring frequent adaptation to last-minute changes?How do anticipated emotions related to upcoming uncertain tasks manifest in pre-task neurobiological responses and how do these responses affect subsequent cognitive load and decision quality?Does managing or overriding uncertain AI-generated recommendations lead to elevated physiological stress, and how can this be measured in real time?
Safety: Examine how neurobiological response monitoring can detect early signs of cognitive strain, uncover physiological markers of resilience, and assess the long-term costs of vigilance in safety-critical environments	How can neurobiological responses serve as early-warning indicators of fatigue before errors or accidents occur in operational environments?What specific neurobiological profiles differentiate resilient workers from those more susceptible to performance decline?How does long-term exposure to highly regulated safety environments impact workers’ stress regulation, hormonal balance, and resilience?
Well-being: Examine how neurobiological data can reveal hard-to-access responses and long-term physiological effects of operational environments on workers’ health	To what extent do discrepancies between subjective self-reported and objective physiological stress indicate hidden strain?How do neurobiological signals mediate the internalisation of psychological strain caused by low-autonomy or ethically ambiguous work environments?What is the long-term physiological impact of sustained exposure to psychologically taxing conditions?

Source(s): Authors’ own elaboration