Can we talk? How a talking agent can improve human autonomy team performance

References

• Baddeley, A. 2010. “Working Memory.” Current Biology : CB 20 (4): R136–R140. doi:10.1016/j.cub.2009.12.014.
   PubMed Web of Science ®Google Scholar
• Battiste, V., J. Lachter, S. Brandt, A. Alvarez, T. Z. Strybel, and K. L. Vu. 2018. “Human-Automation Teaming: Lessons Learned and Future Directions.” In Human Interface and the Management of Information. Information in Applications and Services. HIMI 2018. Lecture Notes in Computer Science, Vol 10905. edited by S. Yamamoto and H. Mori, 479–493. Cham: Springer. doi:10.1007/978-3-319-92046-7_40.
   Google Scholar
• Bowers, C. A., F. Jentsch, E. Salas, and C. C. Braun. 1998. “Analyzing Communication Sequences for Team Training Needs Assessment.” Human Factors: The Journal of the Human Factors and Ergonomics Society 40 (4): 672–679. doi:10.1518/001872098779649265.
   Web of Science ®Google Scholar
• Calhoun, G. L., H. A. Ruff, K. J. Behymer, and E. M. Frost. 2018. “Human-Autonomy Teaming Interface Design Considerations for Multi-Unmanned Vehicle Control.” Theoretical Issues in Ergonomics Science 19: 321–352. doi:10.1080/1463922X.2017.1315751.
   Web of Science ®Google Scholar
• Chakrabarty, A., C. Ippolito, J. Baculi, K. Krishnakumar, and S. Hening. 2019. “Vehicle to Vehicle (V2V) Communication for Collision Avoidance for Multi-Copters Flying in UTM-TCL4.” Paper presented at the AIAA Scitech 2019 Forum, San Diego, January 7-11. doi:10.2514/6.2019-0690.
   Google Scholar
• Chen, J. Y. C., M. J. Barnes, A. R. Selkowitz, and K. Stowers. 2016. “Effects of Agent Transparency on Human-Autonomy Teaming Effectiveness.” In Paper Presented at the IEEE International Conference on Systems, Man, and Cybernetics (SMC). Budapest, October 9-12. doi:10.1109/SMC.2016.7844505.
   Google Scholar
• Chen, J. Y. C., S. G. Lakhmani, K. Stowers, A. R. Selkowitz, J. L. Wright, and M. Barnes. 2018. “Situation Awareness-Based Agent Transparency and Human-Autonomy Teaming Effectiveness.” Theoretical Issues in Ergonomics Science 19 (3): 259–282. doi:10.1080/1463922X.2017.1315750.
   Web of Science ®Google Scholar
• Demir, M., N. J. McNeese, and N. J. Cooke. 2016. “Team Communication Behaviors of the Human-Automation Teaming.” Paper at the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA). San Diego, March 21-25. doi:10.1109/COGSIMA.2016.7497782.
   Google Scholar
• Demir, M., N. J. McNeese, and N. J. Cooke. 2017. “Team Situation Awareness within the Context of Human-Autonomy Teaming.” Cognitive Systems Research 46: 3–12. doi:10.1016/j.cogsys.2016.11.003.
   Web of Science ®Google Scholar
• de Visser, E., R. Pak, and T. H. Shaw. 2018. “From ‘automation’ to ‘autonomy': the importance of trust repair in human-machine interaction.” Ergonomics 61 (10): 1409–1427. doi:10.1080/00140139.2018.1457725.
   PubMed Web of Science ®Google Scholar
• Endsley, M. R. 1995. “Toward a Theory of Situation Awareness in Dynamic Systems.” Human Factors: The Journal of the Human Factors and Ergonomics Society 37 (1): 32–64. doi:10.1518/001872095779049543.
   Web of Science ®Google Scholar
• Endsley, M. R. 2017. “From Here to Autonomy: Lessons Learned from Human-Automation Research.” Human Factors 59 (1): 5–25. doi:10.1177/0018720816681350.
   PubMed Web of Science ®Google Scholar
• Endsley, M. R., and D. B. Kaber. 1999. “Level of Automation Effects on Performance, Situation Awareness and Workload in a Dynamic Control Task.” Ergonomics 42 (3): 462–492. doi:10.1080/001401399185595.
   PubMed Web of Science ®Google Scholar
• Kaber, D. B., and M. R. Endsley. 1997. “Out-of-the-Loop Performance Problems and the Use of Intermediate Levels of Automation for Improved Control System Functioning and Safety.” Process Safety Progress 16 (3): 126– 131. doi:10.1002/prs.680160304.
   Web of Science ®Google Scholar
• Hoc, J. 2001. “Towards a Cognitive Approach to Human–Machine Cooperation in Dynamic Situations.” International Journal of Human-Computer Studies 54 (4): 509–540. doi:10.1006/ijhc.2000.0454.
   Web of Science ®Google Scholar
• Johnson, M., J. M. Bradshaw, P. J. Feltovich, R. R. Hoffman, C. Jonker, B. van Riemsdijk, and M. Sierhuls. 2011. “Beyond Cooperative Robotics: The Central Role of Interdependence in Coactive Design.” IEEE Intelligent Systems 26 (3): 81–88. doi:10.1109/MIS.2011.47.
   Web of Science ®Google Scholar
• Klein, G., D. D. Woods, J. M. Bradshaw, R. R. Hoffman, and P. J. Feltovich. 2004. “Ten Challenges for Making Automation a ‘Team Player" in Joint Human-Agent Activity.” IEEE Intelligent Systems 19 (06): 91–95. doi:10.1109/MIS.2011.47.
   Google Scholar
• Lo, J. C., E. Sehic, K. A. Brookhuis, and S. A. Meijer. 2016. “Explicit or Implicit Situation Awareness? Measuring the Situation Awareness of Train Traffic Controllers.” Transportation Research Part F: Traffic Psychology and Behaviour 43: 325–338. doi:10.1016/j.trf.2016.09.006.
   Web of Science ®Google Scholar
• Marlow, S. L., C. N. Lacerenza, J. Paoletti, C. S. Burke, and E. Salas. 2018. “Does Team Communication Represent a One-Size-Fits-All Approach?: a Meta-Analysis of Team Communication and Performance.” Organizational Behavior and Human Decision Processes 144: 145–170. doi:10.1016/j.obhdp.2017.08.001.
   Web of Science ®Google Scholar
• McNeese, N. J., M. Demir, N. J. Cooke, and C. Myers. 2018. “Teaming with a Synthetic Teammate: Insights into Human-Autonomy Teaming.” Human Factors 60 (2): 262–273. doi:10.1177/0018720817743223.
   PubMed Web of Science ®Google Scholar
• Murphy, R., J. Shields, D. Schmorrow, B. Appleby, A. Howe, K. Israel, A. Livanos, et al. 2012. The Role of Autonomy in DoD Systems. Defence Science Board Task Force Report, Washington, DC.
   Google Scholar
• Pallant, J. 2007. SPSS Survival Manual, a Step by Step Guide to Data Analysis Using SPSS for Windows. 3rd ed. Sydney: McGraw Hill.
   Google Scholar
• Przegalinska, A., L. Ciechanowski, A. Stroz, P. Gloor, and G. Mazurek. 2019. “In Bot we Trust: A New Methodology of Chatbot Performance Measures.” Business Horizons 62 (6): 785–797. doi:10.1016/j.bushor.2019.08.005.
   Web of Science ®Google Scholar
• Salmon, P. M., N. A. Stanton, G. H. Walker, D. Jenkins, D. Ladva, L. Rafferty, and M. Young. 2009. “Measuring Situation Awareness in Complex Systems: Comparison of Measures Study.” International Journal of Industrial Ergonomics 39 (3): 490–500. doi:10.1016/j.ergon.2008.10.010.
   Web of Science ®Google Scholar
• Schaefer, K. E., E. R. Straub, J. Y. C. Chen, J. Putney, and A. W. Evans. 2017. “Communicating Intent to Develop Shared Situation Awareness and Engender Trust in Human-Agent Teams.” Cognitive Systems Research 46: 26–39. doi:10.1016/j.cogsys.2017.02.002.
   Web of Science ®Google Scholar
• Sorensen, L. J., and N. A. Stanton. 2016. “Keeping It Together: The Role of Transactional Situation Awareness in Team Performance.” International Journal of Industrial Ergonomics 53: 267–273. doi:10.1016/j.ergon.2016.02.007.
   Web of Science ®Google Scholar
• The Minitab Blog. 2015. Choosing Between a Nonparametric Test and a Parametric Test [Online]. Accessed August 26, 2020. https://blog.minitab.com/blog/adventures-in-statistics-2/choosing-between-a-nonparametric-test-and-a-parametric-test
   Google Scholar
• UK Civil Aviation Authority. 2014. CAP 737: Flightcrew Human Factors Handbook. Gatwick Airport South: UK CAA.
   Google Scholar
• Waytz, A., J. Heafner, and N. Epley. 2014. “The Mind in the Machine: Anthropomorphism Increases Trust in an Autonomous Vehicle.” Journal of Experimental Social Psychology 52: 113–117. doi:10.1016/j.jesp.2014.01.005.
   Web of Science ®Google Scholar
• Wickens, C. D. 2008. “Multiple Resources and Mental Workload.” Human Factors 50 (3): 449–455. doi:10.1518/001872008X288394.
   PubMed Web of Science ®Google Scholar