Investigating traffic and controller factors in spatial multitasking: The context of air traffic conflict resolution

Abstract Air traffic control (ATC) operations including conflict detection and resolution mainly consist of spatial and multi tasks. The analysis of gender differences in performing spatial and multi tasks in the context of air traffic control remain absent. This study aimed to investigate the influence of traffic factor (i.e., conflict geometry) and controller factor (i.e., gender differences) on the objective and physiological measures of the controllers. Twenty-two college students consisted of eleven male and females, respectively, performed conflict resolution tasks given six different conflict geometries (i.e., crossing, converging, and overtaking conflicts for both level and non-level courses). The results indicated that the effects of gender were absent on the objective measures (i.e., controllers’ performance, workload, and situation awareness) but present on the physiological measure. Gender differences affected beta activation on the left prefrontal (p = 0.027) and right parietal lobes (p = 0.008) where male controllers exhibit higher activation as compared to the female counterparts. These findings offer several implications for conflict resolution in ATC including function allocation and training as well as technological intervention.

[1]  G. Pallier,et al.  Gender Differences in the Self-Assessment of Accuracy on Cognitive Tasks , 2003 .

[2]  Ziyi Dong Gender Difference in Situation Awareness when Receiving Wayfinding Direction by Landmarks and Headings , 2018 .

[3]  Jiun-Yu Wu,et al.  Who is better adapted in learning online within the personal learning environment? Relating gender differences in cognitive attention networks to digital distraction , 2019, Comput. Educ..

[4]  Andrew Simmons,et al.  Prefrontal involvement in temporal bridging and timing movement , 1998, Neuropsychologia.

[5]  Li Pheng Khoo,et al.  An Investigation into Conflict Resolution and Trajectory Prediction Aids for Future Air Traffic Control , 2016, ISPE TE.

[6]  A. Moè Are males always better than females in mental rotation? Exploring a gender belief explanation , 2009 .

[7]  M. McHugh,et al.  The Chi-square test of independence , 2013, Biochemia medica.

[8]  Fitri Trapsilawati,et al.  Integration of conflict resolution automation and vertical situation display for on-ground air traffic control operations , 2021, Journal of Navigation.

[9]  Irene P. Kan,et al.  A case for conflict across multiple domains: Memory and language impairments following damage to ventrolateral prefrontal cortex , 2009, Cognitive neuropsychology.

[10]  N. Nachar The Mann ‐ Whitney U: A Test for Assessing Whether Two Independent Samples Come from the Same Distribution , 2007 .

[11]  Benjamin J. Shannon,et al.  Parietal lobe contributions to episodic memory retrieval , 2005, Trends in Cognitive Sciences.

[12]  Olga Sourina,et al.  Human Factors Evaluation of ATC Operational Procedures in Relation to Use of 3D Display , 2019, AHFE.

[13]  A. Taylor,et al.  The contribution of the right parietal lobe to object recognition. , 1973, Cortex; a journal devoted to the study of the nervous system and behavior.

[14]  Fitri Trapsilawati,et al.  EEG-Based Analysis of Air Traffic Conflict: Investigating Controllers’ Situation Awareness, Stress Level and Brain Activity during Conflict Resolution , 2019, Journal of Navigation.

[15]  Esa M. Rantanen,et al.  Effects of Air Traffic Geometry on Pilots' Conflict Detection With Cockpit Display of Traffic Information , 2007, Hum. Factors.

[16]  S. Hollup,et al.  Increased theta and alpha EEG activity during nondirective meditation. , 2009, Journal of alternative and complementary medicine.

[17]  P. Cavanagh,et al.  Opinion TRENDS in Cognitive Sciences Vol.11 No.5 The ‘when ’ pathway of the right parietal lobe , 2022 .

[18]  D. W. Zimmerman,et al.  Relative Power of the Wilcoxon Test, the Friedman Test, and Repeated-Measures ANOVA on Ranks , 1993 .

[19]  I. Koch,et al.  Putting a stereotype to the test: The case of gender differences in multitasking costs in task-switching and dual-task situations , 2019, PloS one.

[20]  Christopher D. Wickens,et al.  Why do Controllers Choose the Conflict Resolution Maneuvers that They Do? , 2021, The International Journal of Aerospace Psychology.

[21]  Hardianto Iridiastadi,et al.  Individual Factors Related to Mental Workload in Air Traffic Controller , 2021 .

[22]  I. Tomić,et al.  Strategies to Overcome Fatigue in Air Traffic Control Based on Stress Management , 2017 .

[23]  Tilo Strobach,et al.  Young and Older Adults' Gender Stereotype in Multitasking , 2015, Front. Psychol..

[24]  Patrick E. McKnight,et al.  Mann‐Whitney U Test , 2010 .

[25]  Bruno B Averbeck,et al.  Parallel processing of serial movements in prefrontal cortex , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[26]  Shayne Loft,et al.  An analysis of relational complexity in an air traffic control conflict detection task , 2006, Ergonomics.

[27]  S Skerfving,et al.  Musculoskeletal disorders among female and male air traffic controllers performing identical and demanding computer work , 2006, Ergonomics.

[28]  Dongning Ren,et al.  A Deeper Look at Gender Difference in Multitasking: Gender-Specific Mechanism of Cognitive Control , 2009, 2009 Fifth International Conference on Natural Computation.

[29]  Christopher D. Wickens,et al.  Display Dimensionality and Conflict Geometry Effects on Maneuver Preferences for Resolving In-Flight Conflicts , 2008, Hum. Factors.

[30]  M K Bleckley,et al.  The Utility of the Air Traffic Selection and Training Test Battery in Hiring Graduates of an Air Traffic-Collegiate Training Initiative Program , 2013 .

[31]  A. Wong,et al.  Gender differences in multitasking experience and performance , 2020, Quarterly journal of experimental psychology.

[32]  Brandon Suarez,et al.  The impact of a quantitative specification of a Well Clear Boundary on pilot displays for self separation , 2014, 2014 Integrated Communications, Navigation and Surveillance Conference (ICNS) Conference Proceedings.

[33]  A. Guyton,et al.  Textbook of Medical Physiology , 1961 .

[34]  Esa M. Rantanen,et al.  Comparison of Pilots' and Controllers' Conflict Resolution Maneuver Preferences , 2006 .

[35]  Timo Mäntylä,et al.  Gender Differences in Multitasking Reflect Spatial Ability , 2013, Psychological science.

[36]  Yutaka Matsushita,et al.  A virtual office environment based on a shared room realizing awareness space and transmitting awareness information , 1997, UIST '97.

[37]  A. Szameitat,et al.  “Women Are Better Than Men”–Public Beliefs on Gender Differences and Other Aspects in Multitasking , 2015, PloS one.

[38]  P. Roland,et al.  Right prefrontal activation during encoding, but not during retrieval, in a non-verbal paired-associates task. , 1998, Cerebral cortex.

[39]  Christopher D. Wickens,et al.  Display Dimensionality, Conflict Geometry, and Time Pressure Effects on Conflict Detection and Resolution Performance Using Cockpit Displays of Traffic Information , 2006 .

[40]  N. Sadato,et al.  Functional asymmetry of human prefrontal cortex in verbal and non-verbal episodic memory as revealed by fMRI. , 2000, Brain research. Cognitive brain research.

[41]  Benjamin O. Omolayo,et al.  INFLUENCE OF GENDER, WORK ENVIRONMENT, LENGTH OF SERVICE AND AGE OF ACADEMIC STAFF ON ATTITUDE TO WORK , 2016 .

[42]  Mark Peters,et al.  Conflict Detection and Resolution for Free Flight , 1997 .

[43]  M. Hosťovecký,et al.  Brain activity: beta wave analysis of 2D and 3D serious games using EEG , 2017 .

[44]  M. Sheldon,et al.  The use and interpretation of the Friedman test in the analysis of ordinal-scale data in repeated measures designs. , 1996, Physiotherapy research international : the journal for researchers and clinicians in physical therapy.

[45]  Maryam Beheshti,et al.  βWave: an EEG-based self-awareness curriculum , 2020, IDC.

[46]  Su-Ting Yong,et al.  Digital Native Students: Gender Differences in Mathematics and Gaming , 2017, Int. J. Virtual Pers. Learn. Environ..

[47]  R. Christien,et al.  Air traffic complexity indicators & ATC sectors classification , 2002, Proceedings. The 21st Digital Avionics Systems Conference.