Study of the Acute Stress Effects on Decision Making Using Electroencephalography and Functional Near-Infrared Spectroscopy: A Systematic Review
This systematic review provides a comprehensive analysis of studies that use electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) to investigate how acute stress affects decision-making processes. The primary goal of this systematic review was to examine the influence of ac...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10497095/ |
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| author | Abdualrhman Abdalhadi Nitin Koundal Mohd Zuki Yusoff Maged S. Al-Quraishi Frederic Merienne Naufal M. Saad |
| author_facet | Abdualrhman Abdalhadi Nitin Koundal Mohd Zuki Yusoff Maged S. Al-Quraishi Frederic Merienne Naufal M. Saad |
| author_sort | Abdualrhman Abdalhadi |
| collection | DOAJ |
| description | This systematic review provides a comprehensive analysis of studies that use electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) to investigate how acute stress affects decision-making processes. The primary goal of this systematic review was to examine the influence of acute stress on decision making in challenging or stressful situations. Furthermore, we aimed to identify the specific brain regions affected by acute stress and explore the feature extraction and classification methods employed to enhance the detection of decision making under pressure. Five academic databases were carefully searched and 27 papers that satisfied the inclusion criteria were found. Overall, the results indicate the potential utility of EEG and fNIRS as techniques for identifying acute stress during decision-making and for gaining knowledge about the brain mechanisms underlying stress reactions. However, the varied methods employed in these studies and the small sample sizes highlight the need for additional studies to develop more standardized approaches for acute stress effects in decision-making tasks. The implications of the findings for the development of stress induction and technology in the decision-making process are also explained. |
| first_indexed | 2024-04-24T07:45:23Z |
| format | Article |
| id | doaj.art-1c5353ce113e4c009d233741007da718 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-24T07:45:23Z |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-1c5353ce113e4c009d233741007da7182024-04-18T23:00:36ZengIEEEIEEE Access2169-35362024-01-0112534545347410.1109/ACCESS.2024.338756210497095Study of the Acute Stress Effects on Decision Making Using Electroencephalography and Functional Near-Infrared Spectroscopy: A Systematic ReviewAbdualrhman Abdalhadi0https://orcid.org/0000-0002-6673-2330Nitin Koundal1https://orcid.org/0000-0001-9224-2899Mohd Zuki Yusoff2https://orcid.org/0000-0001-9306-6655Maged S. Al-Quraishi3https://orcid.org/0000-0003-0911-789XFrederic Merienne4https://orcid.org/0000-0003-4466-4776Naufal M. Saad5https://orcid.org/0000-0002-9770-4826Department of Electrical and Electronic Engineering, Centre for Intelligent Signal and Imaging Research (CISIR), Universiti Teknologi PETRONAS (UTP), Seri Iskandar, Perak, MalaysiaDepartment of Electrical and Electronic Engineering, Centre for Intelligent Signal and Imaging Research (CISIR), Universiti Teknologi PETRONAS (UTP), Seri Iskandar, Perak, MalaysiaDepartment of Electrical and Electronic Engineering, Centre for Intelligent Signal and Imaging Research (CISIR), Universiti Teknologi PETRONAS (UTP), Seri Iskandar, Perak, MalaysiaInterdisciplinary Research Center for Smart Mobility and Logistics, King Fahd University of Petroleum and Minerals, Dhahran, Saudi ArabiaArts et Métiers Institute of Technology, LISPEN, HESAM Université, UBFC, Chalon-sur-Saône, FranceDepartment of Electrical and Electronic Engineering, Centre for Intelligent Signal and Imaging Research (CISIR), Universiti Teknologi PETRONAS (UTP), Seri Iskandar, Perak, MalaysiaThis systematic review provides a comprehensive analysis of studies that use electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) to investigate how acute stress affects decision-making processes. The primary goal of this systematic review was to examine the influence of acute stress on decision making in challenging or stressful situations. Furthermore, we aimed to identify the specific brain regions affected by acute stress and explore the feature extraction and classification methods employed to enhance the detection of decision making under pressure. Five academic databases were carefully searched and 27 papers that satisfied the inclusion criteria were found. Overall, the results indicate the potential utility of EEG and fNIRS as techniques for identifying acute stress during decision-making and for gaining knowledge about the brain mechanisms underlying stress reactions. However, the varied methods employed in these studies and the small sample sizes highlight the need for additional studies to develop more standardized approaches for acute stress effects in decision-making tasks. The implications of the findings for the development of stress induction and technology in the decision-making process are also explained.https://ieeexplore.ieee.org/document/10497095/Acute stresselectroencephalography (EEG)functional near-infrared spectroscopy (fNIRS)decision making |
| spellingShingle | Abdualrhman Abdalhadi Nitin Koundal Mohd Zuki Yusoff Maged S. Al-Quraishi Frederic Merienne Naufal M. Saad Study of the Acute Stress Effects on Decision Making Using Electroencephalography and Functional Near-Infrared Spectroscopy: A Systematic Review IEEE Access Acute stress electroencephalography (EEG) functional near-infrared spectroscopy (fNIRS) decision making |
| title | Study of the Acute Stress Effects on Decision Making Using Electroencephalography and Functional Near-Infrared Spectroscopy: A Systematic Review |
| title_full | Study of the Acute Stress Effects on Decision Making Using Electroencephalography and Functional Near-Infrared Spectroscopy: A Systematic Review |
| title_fullStr | Study of the Acute Stress Effects on Decision Making Using Electroencephalography and Functional Near-Infrared Spectroscopy: A Systematic Review |
| title_full_unstemmed | Study of the Acute Stress Effects on Decision Making Using Electroencephalography and Functional Near-Infrared Spectroscopy: A Systematic Review |
| title_short | Study of the Acute Stress Effects on Decision Making Using Electroencephalography and Functional Near-Infrared Spectroscopy: A Systematic Review |
| title_sort | study of the acute stress effects on decision making using electroencephalography and functional near infrared spectroscopy a systematic review |
| topic | Acute stress electroencephalography (EEG) functional near-infrared spectroscopy (fNIRS) decision making |
| url | https://ieeexplore.ieee.org/document/10497095/ |
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