References
- Alpaydın, E. 2014. Introduction to Machine Learning. 3rd ed. Cambridge, CA: MIT Press, Massachusetts Institute of Technology.
- Athenes, S., P. Averty, S. Puechmorel, D. Delahaye, and C. Collet. 2002. “Complexity and Controller Workload: Trying to Bridge the Gap.” In Proceedings of the 2002 International Conference on Human–Computer Interaction in Aeronautics, 56–60. Cambridge, MA: Massachusetts Institute of Technology.
- Byström, K., and K. Järvelin. 1995. “Task Complexity Affects Information Seeking and Use.” Information Processing & Management 31 (2): 191–213. doi:10.1016/0306-4573(95)80035-R.
- Cahill, J., N. McDonald, and C.,G. Losa. 2014. “A Sociotechnical Model of the Flight Crew Task.” Human Factors 56 (8): 1337–1363. doi:10.1177/0018720814532684.
- Campbell, D.J. 1988. “Task Complexity: A Review and Analysis.” The Academy of Management Review 13 (1): 40–52. doi:10.2307/258353.
- Dekker, S.W. 2013. “Drifting into Failure: Complexity Theory and the Management of Risk.” In Chaos and Complexity Theory for Management: Nonlinear Dynamics, edited by S. Banerjee, 241–253. Hershey, PA: IGI Global Business Science Reference.
- Dekker, S., P. Cilliers, and J.H. Hofmeyr. 2011. “The Complexity of Failure: Implications of Complexity Theory for Safety Investigations.” Safety Science 49 (6): 939–945. doi:10.1016/j.ssci.2011.01.008.
- Denning, T., W. Bennett, Jr., and P. Crane. 2003. Mission Complexity Scoring in Distributed Mission Training, DTIC ADA418478 Report. Wright-Patterson Air Force Base, OH: Air Force Research Laboratory.
- Espejo, R., and A. Reyes. 2011. Organizational Systems: Managing Complexity with the Viable System Model. Cham: Springer Science & Business Media.
- FAA. 2000. System Safety Handbook: Practices and Guidelines for Conducting System Safety Engineering and Management. Washington, DC: Federal Aviation Administration.
- Flach, J.M. 2012. “Complexity: Learning to Muddle Through.” Cognition, Technology & Work 14 (3): 187–197. doi:10.1007/s10111-011-0201-8.
- Hærem, T., B.T. Pentland, and K.D. Miller. 2015. “Task Complexity: Extending a Core Concept.” Academy of Management Review 40 (3): 446–460. doi:10.5465/amr.2013.0350.
- Harvey, C.M., nd R.J. Koubek. 2000. “Cognitive, Social, and Environmental Attributes of Distributed Engineering Collaboration: A Review and Proposed Model of Collaboration.” Human Factors and Ergonomics in Manufacturing 10 (4): 369–393. doi:10.1002/1520-6564(200023)10:4<369::AID-HFM2>3.0.CO;2-Y.
- Histon, J.M., and R.J. Hansman. 2002. The Impact of Structure on Cognitive Complexity in Air Traffic Control. Rep. No. ICAT-2002-4. Cambridge, MA: MIT International Center for Air Transportation.
- Hollnagel, E. 2012. “Coping with Complexity: Past, Present and Future.” Cognition, Technology & Work 14 (3): 199–205. doi:10.1007/s10111-011-0202-7.
- Hulme, A., N. Stanton, G.H. Walker, P. Waterson, and P.M. Salmon. 2021. “Complexity Theory in Accident Causation: Using AcciMap to Identify the Systems Thinking Tenets in 11 Catastrophes.” Ergonomics 64 (7): 821–838. doi:10.1080/00140139.2020.1869321.
- Klein, G.A. 2004. The Power of Intuition. New York: Currency Books.
- Konrad, M., and S. Sheard. 2015. “FAA Research Project: System Complexity Effects on Aircraft Safety. Literature Review Task 3.2: Literature Search to Define Complexity for Avionics Systems.” CMU/SEI-2015-SR-006, v.2.
- Kontogiannis, T. 2010. “Adapting Plans in Progress in Distributed Supervisory Work: Aspects of Complexity, Coupling and Control.” Cognition, Technology & Work 12 (2): 103–118. doi:10.1007/s10111-010-0150-7.
- Kontogiannis, T., and S. Malakis. 2013. “Strategies in Coping with Complexity: Development of a Behavioural Marker System for Air Traffic Controllers.” Safety Science 57: 27–34. doi:10.1016/j.ssci.2013.01.014.
- Kontogiannis, T., S. Malakis, and N. McDonald. 2017. “Integrating Operational and Risk Information with System Risk Models in Air Traffic Control.” Cognition, Technology & Work 19 (2–3): 345–361. doi:10.1007/s10111-017-0409-3.
- Leplat, J. 1988. “Task Complexity in Work Situations.” In Tasks, Errors and Mental Models, edited by L.P. Goodstein, H.B. Andersen, And S.E. Olsen, 105–115. London: Taylor & Francis.
- Leveson, N.,G. 2016. Engineering a Safer World: Systems Thinking Applied to Safety. Cambridge, MA: The MIT Press.
- Lingel, S., M. Sargent, T.R. Gulden, T. McDonald, and P. Rockstroh. 2021. Leveraging Complexity in Great-Power Competition and Warfare: An Initial Exploration of How Complex Adaptive Systems Thinking Can Frame Opportunities and Challenges. Santa Monica, CA: RAND Corporation.
- Liu, P., and Z. Li. 2012. “Task Complexity: A Review and Conceptualization Framework.” International Journal of Industrial Ergonomics 42 (6): 553–568. doi:10.1016/j.ergon.2012.09.001.
- Liu, P., and Z. Li. 2016. “Comparison Between Conventional and Digital Nuclear Power Plant Control Rooms: A Task Complexity Perspective.” International Journal of Industrial Ergonomics 51: 2–9. doi:10.1016/j.ergon.2014.06.006.
- Loft, S., P. Sanderson, A. Neal, and M. Mooij. 2007. “Modeling and Predicting Mental Workload in En-Route Air Traffic Control: Critical Review and Broader Implications.” Human Factors 49 (3): 376–399. doi:10.1518/001872007X197017.
- Lyons, J.B., K.S. Koltai, N.T. Ho, W.B. Johnson, D.E. Smith, and R.J. Shively. 2016. “Engineering Trust in Complex Automated Systems.” Ergonomics in Design: The Quarterly of Human Factors Applications 24 (1): 13–17. doi:10.1177/1064804615611272.
- Patterson, E.S., E.M. Roth, and D.D. Woods. 2010. “Facets of Complexity in Situated Work.” In Macrocognition Metrics and Scenarios: Design and Evaluation for Real-World Teams, edited by E.S. Patterson and J.E. Miller, 221–253. Boca Raton, FL: CRC Press.
- Perrow, C. 1984. Normal Accidents: Living with High-Risk Technologies. New York: Basic Books.
- Rokach, L., and O. Maimon. 2015. Data Mining with Decision Trees: Theory and Applications. 2nd ed. Singapore: World Scientific Publishing Co. Pte.
- Satuf, E.N., E. Kaszkurewicz, R. Schirru, and M.C. de Campos. 2016. “Situation Awareness Measurement of an Ecological Interface Designed to Operator Support During Alarm Floods.” International Journal of Industrial Ergonomics 53: 179–192. doi:10.1016/j.ergon.2016.01.002.
- Sheard, S., C. Weinstock, M. Konrad, and D. Firesmith. 2015. “FAA Research Project: System Complexity Effects on Aircraft Safety. Task 3.4: Identify the Impact of Complexity on Safety.” CMU/SEI-2015-SR-022.
- Sperandio, J.C. 1978. “The Regulation of Working Methods as a Function of Workload Among Air Traffic Controllers.” Ergonomics 21 (3): 195–202. doi:10.1080/00140137808931713.
- Tsifetakis, E., and T. Kontogiannis. 2019. “Evaluating Non-Technical Skills and Mission Essential Competencies of Pilots in Military Aviation Environments.” Ergonomics 62 (2): 204–218. doi:10.1080/00140139.2017.1332393.
- USAF. 2013. “Risk Management (RM) Guidelines and Tools.” AFPAM 90–803.
- Walker, G.H., N.A. Stanton, P.M. Salmon, D.P. Jenkins, and L. Rafferty. 2010. “Translating Concepts of Complexity to the Field of Ergonomics.” Ergonomics 53 (10): 1175–1186. doi:10.1080/00140139.2010.513453.
- Wood, R.E. 1986. “Task Complexity: Definition of the Construct.” Organizational Behavior and Human Decision Processes 37 (1): 60–82. doi:10.1016/0749-5978(86)90044-0.