Bojana Bjegojevic

Ms. Bojana Bjegojevic


Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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7 October 2024 in Brain Sciences
Verified
Journal Article
Open access
PDF file
BBBojana Bjegojevic
Bojana Bjegojevic
Miloš PušicaMiloš Pušica
Miloš Pušica
Gabriele GianiniGabriele Gianini
Gabriele Gianini
Ivan GligorijevicIvan Gligorijevic
Ivan Gligorijevic
SCSamuel Cromie
Samuel Cromie
MLMaria Chiara Leva
Maria Chiara Leva
Background/Objectives: This study addresses the gap in methodological guidelines for neuroergonomic attention assessment in safety-critical tasks, focusing on validating EEG indices, including the engagement index (EI) and beta/alpha ratio, alongside subjective ratings. Methods: A novel task-embedded reaction time paradigm was developed to evaluate the sensitivity of these metrics to dynamic attentional demands in a more naturalistic multitasking context. By manipulating attention levels through varying secondary tasks in the NASA MATB-II task while maintaining a consistent primary reaction-time task, this study successfully demonstrated the effectiveness of the paradigm. Results: Results indicate that both the beta/alpha ratio and EI are sensitive to changes in attentional demands, with beta/alpha being more responsive to dynamic variations in attention, and EI reflecting more the overall effort required to sustain performance, especially in conditions where maintaining attention is challenging. Conclusions: The potential for predicting the attention lapses through integration of performance metrics, EEG measures, and subjective assessments was demonstrated, providing a more nuanced understanding of dynamic fluctuations of attention in multitasking scenarios, mimicking those in real-world safety-critical tasks. These findings provide a foundation for advancing methods to monitor attention fluctuations accurately and mitigate risks in critical scenarios, such as train-driving or automated vehicle operation, where maintaining a high attention level is crucial.


2 September 2024 in Preprints.org
Verified
Preprint
Open access
PDF file
BBBojana Bjegojevic
Bojana Bjegojevic
Miloš PušicaMiloš Pušica
Miloš Pušica
Gabriele GianiniGabriele Gianini
Gabriele Gianini
Ivan GligorijevicIvan Gligorijevic
Ivan Gligorijevic
SCSamuel Cromie
Samuel Cromie
MLMaria Chiara Leva
Maria Chiara Leva
This study addresses the gap in methodological guidelines for Neuroergonomic attention assessment in safety-critical tasks, focusing on validating EEG indices including the Engagement Index (EI) and Beta/Alpha ratio alongside subjective ratings. A novel task-embedded reaction time paradigm was developed to evaluate the sensitivity of these metrics to dynamic attentional demands in a more naturalistic multitasking context. By manipulating attention levels through varying secondary tasks in the NASA MATB-II task while maintaining a consistent primary reaction-time task, the study successfully demonstrated the effectiveness of the paradigm. Results indicate that both Beta/Alpha ratio and EI are sensitive to changes in attentional demands, with Beta/Alpha being more responsive to dynamic variations in attention, and EI reflecting more the overall effort required to sustain performance, especially in conditions where maintaining attention is challenging. The potential for predicting the attention lapses through integration of performance metrics, EEG measures, and subjective assessments was demonstrated, providing a more nuanced understanding of dynamic fluctuations of attention in multitasking scenarios, mimicking those in real-world safety-critical tasks. These findings provide a foundation for advancing methods to accurately monitor attention fluctuations and mitigate risks in critical scenarios, such as train-driving or automated vehicle operation, where maintaining high attention level is crucial.

2 December 2024 in Expert Systems with Applications
Verified
Journal Article
Closed access
ITIlija Tanasković
Ilija Tanasković
LLLjiljana B. Lazarević
Ljiljana B. Lazarević
GKGoran Knežević
Goran Knežević
NMNikola Milosavljevic
Nikola Milosavljevic
ODOlga Dubljević
Olga Dubljević
Nadica MiljkovićNadica Miljković
Nadica Miljković