Abstract
The volume of air traffic has increased considerably in recent years, and the task load of air traffic controllers (ATCos) is reaching a new high. Both researchers and practitioners are seeking novel methods to prevent overload. Backup behaviors are generally beneficial for team performance in air traffic control (ATC) by redistributing team mental workload. In this paper, we would like to focus on how communication styles influence backup behaviors. Based on interviews, we found controllers tend to use different communication styles when they need backup, but what kind of communication style can promote backup and in what situations such communication style can benefit backup are not clear. We recruited 20 licensed ATCos and carried out two experiments on ATC simulators. We found that presenting emotions and using explanations are in favor of backup, but only when these communication modes fit with the situations.
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References
Debernard, S., Guiost, B., Poulain, T., Crevits, I., Annebicque, D., Millot, P.: Integrating human factors in the design of intelligent systems: an example in air traffic control. Int. J. Intell. Syst. Technol. Appl. 7(2), 205–226 (2009)
Nothdurft, F., Heinroth, T., Minker, W.: The impact of explanation dialogues on human-computer trust. In: Kurosu, M. (ed.) HCI 2013. LNCS, vol. 8006, pp. 59–67. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-39265-8_7
Hoc, J.M., Debernard, S.: Respective demands of task and function allocation on human-machine cooperation design: a psychological approach. Connection Sci. 14(4), 283–295 (2002)
Pasquini, A., Pozzi, S.: Evaluation of air traffic management procedures—safety assessment in an experimental environment. Reliab. Eng. Syst. Saf. 89(1), 105–117 (2005)
Kistan, T., Gardi, A., Sabatini, R.: Machine learning and cognitive ergonomics in air traffic management: recent developments and considerations for certification. Aerospace 5(4), 103 (2018)
Dickinson, T.L., McIntyre, R.M.: A conceptual framework for teamwork measurement. In: Brannick, M.T., Salas, E., Prince, C. (eds.) Team Performance Assessment and Measurement: Theory, Methods, and Applications, pp. 19–43. Erlbaum, Mahwah (1997)
Morgan Jr., B.B., Glickman, A.S., Woodard, E.A., Blaiwes, A., Salas, E.: Measurement of team behaviors in a Navy environment (NTSC Report No. 86-014). Naval Training System Center, Orlando (1986)
McIntyre, R.M., Salas, E.: Measuring and managing for team performance: lessons from complex environments. In: Guzzo, R.A., Salas, E. (eds.) Team Effectiveness and Decision Making in Organizations, pp. 9–45. Jossey-Bass, San Francisco (1995)
De Dreu, C.K.W.: Cooperative outcome interdependence, task reflexivity, and team effectiveness: a motivated information processing perspective. J. Appl. Psychol. 92(3), 628–638 (2007)
Neuman, G.A., Wright, J.: Team effectiveness: beyond skills and cognitive ability. J. Appl. Psychol. 84(3), 376–389 (1999)
Smith-Jentsch, K.A., Kraiger, K., Cannon-Bowers, J.A., Salas, E.: Do familiar teammates request and accept more backup? transactive memory in air traffic control. Hum. Factors 51(2), 181–192 (2009)
Laudeman, I.V., Shelden, S. G., Branstrom, R., Brasil, C.L.: Dynamic density: an air traffic management metric. No. NASA-TM-1988-11226. Moffet Field, CA: NASA Ames Research Center (1998)
Gianazza, D.: Forecasting workload and airspace configuration with neural networks and tree search methods. Artif. Intell. 174(7–8), 530–549 (2010)
Daft, R.L., Lengel, R.H.: Organizational information requirements, media richness, and structural design. Manage. Sci. 32(5), 554–571 (1986)
Walther, J.B.: Interpersonal effects in computer-meditated interaction: a relational perspective. Commun. Res. 19(1), 52–91 (1992)
Hancock, J.T., Landrigan, C., Silver, C.: Expressing emotion in text-based communication. In: Proceedings of the CHI 2007 Conference on Human Factors in Computing Systems, pp. 929–932. Association for Computing Machinery Press, New York (2007)
Byron, K., Baldridge, D.: Toward an understanding of nonverbal cues and emotion in email communication. In: Weaver, K.M. (ed.), Best paper proceedings of the Academy of Management annual meeting, Organizational Communication and Information Systems Division, pp. B1-B6. Pace University, Briarcliff Manor (2005)
Colquitt, J.A.: On the dimensionality of organizational justice: a construct validation of a measure. J. Appl. Psychol. 8, 386–400 (2001)
Konovsky, M.A., Cropanzano, R.: Perceived fairness of employee drug testing as a predictor of employee attitudes and job performance. J. Appl. Psychol. 76, 698–707 (1991)
Cheshin, A., Rafaeli, A., Bos, N.: Anger, and happiness in virtual teams: emotional influences of text and behavior on others’ affect in the absence of non-verbal cues. Organ. Behav. Hum. Decis. Process. 116(1), 2–16 (2011)
Byron, K.: Carrying too heavy a load? the communication and miscommunication of emotion by email. Acad. Manage. Rev. 33(2), 309–327 (2008)
Ekman, P.: Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage. W.W. Norton Press, New York (2009)
Ekman, P., Friesen, W.V., Scherer, K.: Body movement and voice pitch in deceptive interaction. Semiotica 16, 23–27 (1976)
Stouten, J., Cremer, D.D.: Seeing is believing: the effects of facial expressions of emotion and verbal communication in social dilemmas. J. Behav. Deci. Making 23(3), 271–287 (2010)
Newcombe, M.J., Ashkanasy, N.M.: The role of affect and affective congruence in perceptions of leaders: an experimental study. Leadersh. Quart. 13(5), 601–614 (2002)
Cheshin, A., Rafaeli, A., Bos, N.: Anger, and happiness in virtual teams: emotional influences of text and behavior on others’ affect in the absence of non-verbal cues. Organ. Behav. Hum. Decis. Process. 116(1), 2–16 (2011)
Hart, S.G., Staveland, L.E.: Development of NASA-TLX (Task Load Index): results of empirical and theoretical research. In: Hancock, P.A., Meshkati, N. (eds.) Human Mental Workload, pp. 139–183. North Holland Press, Amsterdam (1988)
Barnes, C.M., Hollenbeck, J.R., Wagner, D.T., Derue, D.S., Nahrgang, J.D., Schwind, K.M.: Harmful help: the costs of backing-up behavior in teams. J. Appl. Psychol. 93(3), 529–539 (2008)
Yu, S., Zhang, J., E, X.: How task level factors influence controllers’ backup behavior: the mediating role of perceived legitimacy and anticipated workload. In: Harris, D. (ed.) HCII 2019. LNCS (LNAI), vol. 11571, pp. 150–164. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-22507-0_12
Metzger, U., Parasuraman, R.: The role of the air traffic controller in future air traffic management: an empirical study of active control versus passive monitoring. Hum. Factors 43(4), 519–528 (2001)
Boag, C., Neal, A., Loft, S., Halford, G.S.: An analysis of relational complexity in an air traffic control conflict detection task. Ergonomics 49(14), 1508–1526 (2006)
Rantanen, E., Nunes, A.: Hierarchical conflict detection in air traffic control. Int. J. Aviat. Psychol. 15(4), 339–362 (2005)
Sperandio, J.C.: Variation of operator’s strategies and regulating effects on workload. Ergonomics 14(5), 571–577 (1971)
Fothergill, S., Neal, A.: The effect of workload on conflict decision making strategies in air traffic control. Hum. Factors Ergon. Soc. Annu. Meet. Proc. 1(1), 39–43 (2008)
Vuckovic, A., Kwantes, P., Neal, A.: A dynamic model of decision making in ATC: adaptation of criterion across angle and time. Hum. Factors Ergon. Soc. Annu. Meet. Proc. 55(1), 330–334 (2011)
Stankovic, S., Loft, S., Rantanen, E., Ponomarenko, N.: Individual differences in the effect of vertical separation on conflict detection in air traffic control. Int. J. Aviat. Psychol. 21(4), 325–342 (2011)
Zhang, J., Du, F.: Relational complexity network and air traffic controllers’ workload and performance. In: Harris, D. (ed.) EPCE 2015. LNCS (LNAI), vol. 9174, pp. 513–522. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-20373-7_49
Sitkin, S.B., Bies, R.J.: Social accounts in conflict situations: using explanations to manage conflict. Hum. Relat. 46(3), 349370 (1993). https://doi.org/10.1177/001872679304600303
Acknowledgements
This research was supported by the National Key Research and Development Plan [grant number: 2016YFB1001203] and the Natural Scientific Foundation of China [31671148].
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Qiao, H., Xiaotian, E., Zhang, J. (2020). Proper Communication Style Promotes Team Workload Redistribution Through Backup Behavior Among Air Traffic Controllers. In: Longo, L., Leva, M.C. (eds) Human Mental Workload: Models and Applications. H-WORKLOAD 2020. Communications in Computer and Information Science, vol 1318. Springer, Cham. https://doi.org/10.1007/978-3-030-62302-9_12
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DOI: https://doi.org/10.1007/978-3-030-62302-9_12
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