Team adaptation to an unforeseen system failure: Limits of the potential aids of shared knowledge and standardized communication

REFERENCES

• Ackerman, P. L. (1992). Predicting individual differences in complex skill acquisition: Dynamics of ability determinants. Journal of Applied Psychology, 77, 598–614. doi:10.1037/0021-9010.77.5.598
   PubMed Web of Science ®Google Scholar
• Audia, P. G., Locke, E. A., & Smith, K. G. (2000). The paradox of success: An archival and a laboratory study of strategic persistence following radical environmental change. Academy of Management Journal, 43, 837–853. doi:10.2307/1556413
   Web of Science ®Google Scholar
• Baard, S. K., Rench, T. A., & Kozlowski, S. W. J. (2014). Performance adaptation: A theoretical integration and review. Journal of Management, 40, 48–99. doi:10.1177/0149206313488210
   Web of Science ®Google Scholar
• Bainbridge, L. (1983). Ironies of automation. Automatica, 19, 775–779. doi:10.1016/0005-1098(83)90046-8
   Web of Science ®Google Scholar
• Bliese, P. D. (2000). Within-group agreement, non-independence, and reliability: Implications for data aggregation and analysis. In K. J. Klein & S. W. J. Kozlowski (Eds.), Multilevel theory, research, and methods in organizations: Foundations, extensions, and new directions (pp. 349–381). San Francisco, CA: Jossey-Bass.
   Google Scholar
• Bliese, P. D., & Ployhart, R. E. (2002). Growth modeling using random coefficient models: Model building, testing, and illustration. Organizational Research Methods, 5, 362–387. doi:10.1177/109442802237116
   Web of Science ®Google Scholar
• Burke, C. S., Stagl, K. C., Salas, E., Pierce, L., & Kendall, D. (2006). Understanding team adaptation: A conceptual analysis and model. Journal of Applied Psychology, 91, 1189–1207. doi:10.1037/0021-9010.91.6.1189
   PubMed Web of Science ®Google Scholar
• Cannon-Bowers, J. A., & Salas, E. (1998). Individual and team decision making under stress: Theoretical underpinnings. In J. A. Cannon-Bowers & E. Salas (Eds.), Making decisions under stress: Implications for individual and team training (pp. 17–38). Washington, DC: American Psychological Association.
   Google Scholar
• Cannon-Bowers, J. A., & Salas, E. (2001). Reflections on shared cognition. Journal of Organizational Behavior, 22, 195–202. doi:10.1002/job.82
   Web of Science ®Google Scholar
• Cannon-Bowers, J. A., Salas, E., & Converse, S. (1993). Shared mental models in expert team decision making. In N. Castellan (Ed.), Individual and group decision making (pp. 221–246). Hillsdale, NY: Erlbaum.
   Google Scholar
• Chan, D. (2000). Understanding adaptation to changes in the work environment: Integrating individual difference and learning perspectives. In G. R. Ferris (Ed.), Research in personnel and human resources management (pp. 1–42). Oxford: JAI Press/Elsevier.
   Google Scholar
• Cooke, N. J., Kiekel, P. A., Salas, E., Stout, R., Bowers, C., & Cannon-Bowers, J. A. (2003). Measuring team knowledge: A window to the cognitive underpinnings of team performance. Group Dynamics: Theory, Research, and Practice, 7, 179–199. doi:10.1037/1089-2699.7.3.179
   Web of Science ®Google Scholar
• DeChurch, L. A., & Mesmer-Magnus, J. R. (2010). Measuring shared team mental models: A meta-analysis. Group Dynamics: Theory, Research, and Practice, 14, 1–14. doi:10.1037/a0017455
   Web of Science ®Google Scholar
• Edwards, B. D., Day, E. A., Arthur, W., & Bell, S. T. (2006). Relationships among team ability composition, team mental models, and team performance. Journal of Applied Psychology, 91, 727–736. doi:10.1037/0021-9010.91.3.727
   PubMed Web of Science ®Google Scholar
• Entin, E. E., & Serfaty, D. (1999). Adaptive team coordination. Human Factors, 41, 312–325. doi:10.1518/001872099779591196
   Web of Science ®Google Scholar
• Espevik, R., Johnsen, B. H., & Eid, J. (2011). Communication and performance in co-located and distributed teams: An issue of shared mental models of team members? Military Psychology, 23, 616–638. doi:10.1080/08995605.2011.616792
   Web of Science ®Google Scholar
• Gersick, C. J. G. (1988). Time and transition in work teams: Toward a new model of group development. Academy of Management Journal, 31, 9–41. doi:10.2307/256496
   Web of Science ®Google Scholar
• Gorman, J. C., Cooke, N. J., & Amazeen, P. G. (2010). Training adaptive teams. Human Factors, 52, 295–307. doi:10.1177/0018720810371689
   PubMed Web of Science ®Google Scholar
• Hockey, J. (1997). Compensatory control in the regulation of human performance under stress and high workload: A cognitive-energetical framework. Biological Psychology, 45, 73–93. doi:10.1016/S0301-0511(96)05223-4
   PubMed Web of Science ®Google Scholar
• Kahneman, D. (1973). Attention and effort. Englewood Cliffs, NJ: Prentice Hall.
   Google Scholar
• Kanki, B. G., Folk, V. G., & Irwin, C. M. (1991). Communication variations and aircrew performance. The International Journal of Aviation Psychology, 1, 149–162. doi:10.1207/s15327108ijap0102_5
   Google Scholar
• Keyton, J., & Beck, S. J. (2010). Perspectives: Examining communication as macrocognition in STS. Human Factors: The Journal of the Human Factors and Ergonomics Society, 52, 335–339. doi:10.1177/0018720810371338
   PubMed Web of Science ®Google Scholar
• Kontogiannis, T., & Malakis, S. (2013). Strategies in controlling, coordinating and adapting performance in air traffic control: Modelling ‘loss of control’ events. Cognition Technology and Work, 15, 153–169. doi:10.1007/s10111-011-0209-0
   Google Scholar
• Kozlowski, S. W. J., Gully, S. M., Nason, E. R., & Smith, E. M. (1999). Developing adaptive teams: A theory of compilation and performance across levels and time. In D. R. Ilgen & E. D. Pulakos (Eds.), The changing nature of performance: Implications for staffing, motivation, and development (pp. 240–292). San Francisco, CA: Jossey-Bass.
   Google Scholar
• Kozlowski, S. W. J., Watola, D. J., Jensen, J. M., Kim, B. H., & Botero, I. C. (2009). Developing adaptive teams: A theory of dynamic team leadership. In E. Salas, G. F. Goodwin, & C. S. Burke (Eds.), Team effectiveness in complex organizations: Cross-disciplinary perspectives and approaches (pp. 113–156). New York, NY: Routledge Academic.
   Google Scholar
• Kraiger, K., Ford, J. K., & Salas, E. (1993). Application of cognitive, skill-based, and affective theories of learning outcomes to new methods of training evaluation. Journal of Applied Psychology, 78, 311–328. doi:10.1037/0021-9010.78.2.311
   Web of Science ®Google Scholar
• Kring, J. P. (2005). Communication modality and after action review performance in a distributed immersive virtual environment. Dissertation Abstracts International: Section B: The Sciences and Engineering, 66, 598.
   Google Scholar
• LaHuis, D. M., & Ferguson, M. W. (2009). The accuracy of significance tests for slope variance components in multilevel random coefficient models. Organizational Research Methods, 12, 418–435. doi:10.1177/1094428107308984
   Web of Science ®Google Scholar
• Lang, J. W. B., & Bliese, P. D. (2009). General mental ability and two types of adaptation to unforeseen change: Applying discontinuous growth models to the task-change paradigm. Journal of Applied Psychology, 94, 411–428. doi:10.1037/a0013803
   PubMed Web of Science ®Google Scholar
• Langan-Fox, J., Sankey, M. J., & Canty, J. M. (2009). Human factors measurement for future air traffic control systems. Human Factors, 51, 595–637. doi:10.1177/0018720809355278
   PubMed Web of Science ®Google Scholar
• LePine, J. A. (2005). Adaptation of teams in response to unforeseen change: Effects of goal difficulty and team composition in terms of cognitive ability and goal orientation. Journal of Applied Psychology, 90, 1153–1167. doi:10.1037/0021-9010.90.6.1153
   PubMed Web of Science ®Google Scholar
• Lim, B.-C., & Klein, K. J. (2006). Team mental models and team performance: A field study of the effects of team mental model similarity and accuracy. Journal of Organizational Behavior, 27, 403–418. doi:10.1002/job.387
   Web of Science ®Google Scholar
• Malakis, S., Kontogiannis, T., & Kirwan, B. (2010). Managing emergencies and abnormal situations in air traffic control (part II): Teamwork strategies. Applied Ergonomics, 41, 628–635. doi:10.1016/j.apergo.2009.12.018
   PubMed Web of Science ®Google Scholar
• Marks, M. A., Mathieu, J. E., & Zaccaro, S. J. (2001). A temporally based framework and taxonomy of team processes. Academy of Management Review, 356–376. doi:10.5465/AMR.2001.4845785
   Web of Science ®Google Scholar
• Marks, M. A., Sabella, M. J., Burke, C. S., & Zaccaro, S. J. (2002). The impact of cross-training on team effectiveness. Journal of Applied Psychology, 87, 3–13. doi:10.1037/0021-9010.87.1.3
   PubMed Web of Science ®Google Scholar
• Marks, M. A., Zaccaro, S. J., & Mathieu, J. E. (2000). Performance implications of leader briefings and team-interaction training for team adaptation to novel environments. Journal of Applied Psychology, 85, 971–986. doi:10.1037/0021-9010.85.6.971
   PubMed Web of Science ®Google Scholar
• Mathieu, J. E., Heffner, T. S., Goodwin, G. F., Cannon Bowers, J. A., & Salas, E. (2005). Scaling the quality of teammates’ mental models: Equifinality and normative comparisons. Journal of Organizational Behavior, 26, 37–56. doi:10.1002/job.296
   Web of Science ®Google Scholar
• Mathieu, J. E., Rapp, T. L., Maynard, M. T., & Mangos, P. M. (2010). Interactive effects of team and task shared mental models as related to air traffic controllers’ collective efficacy and effectiveness. Human Performance, 23, 22–40. doi:10.1080/08959280903400150
   Web of Science ®Google Scholar
• Mohammed, S., Ferzandi, L., & Hamilton, K. (2010). Metaphor no more: A 15-year review of the team mental model construct. Journal of Management, 36, 876–910. doi:10.1177/0149206309656804
   Web of Science ®Google Scholar
• Mohammed, S., Klimoski, R. J., & Rentsch, J. R. (2000). The measurement of team mental models: We have no shared schema. Organizational Research Methods, 3, 123–165. doi:10.1177/109442810032001
   Web of Science ®Google Scholar
• Murphy, K. R. (1989). Is the relationship between cognitive ability and job performance stable over time? Human Performance, 2, 183–200. doi:10.1207/s15327043hup0203_3
   Google Scholar
• Oprins, E., Burggraaff, E., & Van Weerdenburg, H. (2006). Design of a competence-based assessment system for air traffic control training. The International Journal of Aviation Psychology, 16, 297–320. doi:10.1207/s15327108ijap1603_4
   Web of Science ®Google Scholar
• Pinheiro, J. C., Bates, D. M., DebRoy, S., & Sarkar, D. (2011). nlme: Linear and nonlinear mixed effects models (Version 3.1-101) [Computer software]. Vienna: R Foundation for Statistical Computing. Retrieved June 2011, from http://cran.r-project.org/
   Google Scholar
• Randall, K. R., Resick, C. J., & DeChurch, L. A. (2011). Building team adaptive capacity: The roles of sensegiving and team composition. Journal of Applied Psychology, 96, 525–540. doi:10.1037/a0022622
   PubMed Web of Science ®Google Scholar
• R Development Core Team. (2011). R: A language and environment for statistical computing (Version 2.13.1) [Computer software]. Vienna: R Foundation for Statistical Computing.
   Google Scholar
• Resick, C. J., Dickson, M. W., Mitchelson, J. K., Allison, L. K., & Clark, M. A. (2010). Team composition, cognition, and effectiveness: Examining mental model similarity and accuracy. Group Dynamics: Theory, Research, and Practice, 25, 274–191. doi:10.1037/a0018444
   Web of Science ®Google Scholar
• Rico, R., Sánchez-Manzanares, M., Gil, F., & Gibson, C. (2008). Team implicit coordination processes: A team knowledge-based approach. The Academy of Management Review, 33, 163–184. doi:10.5465/AMR.2008.27751276
   Web of Science ®Google Scholar
• Rosen, M. A., Bedwell, W. L., Wildman, J. L., Fritzsche, B. A., Salas, E., & Burke, C. S. (2011). Managing adaptive performance in teams: Guiding principles and behavioral markers for measurement. Human Resource Management Review, 21, 107–122. doi:10.1016/j.hrmr.2010.09.003
   Web of Science ®Google Scholar
• Rouse, W. B., & Morris, N. M. (1986). On looking into the black box: Prospects and limits in the search for mental models. Psychological Bulletin, 100, 349–363. doi:10.1037/0033-2909.100.3.349
   Web of Science ®Google Scholar
• Salas, E., Nichols, D. R., & Driskell, J. E. (2007). Testing three team training strategies in intact teams: A meta-analysis. Small Group Research, 38, 471–488. doi:10.1177/1046496407304332
   Web of Science ®Google Scholar
• Salas, E., Rosen, M. A., Held, J. D., & Weissmuller, J. J. (2009). Performance measurement in simulation-based training: A review and best practices. Simulation & Gaming, 40, 328–376. doi:10.1177/1046878108326734
   Google Scholar
• Salas, E., Wilson, K. A., Burke, C. S., & Wightman, D. C. (2006). Does crew resource management training work? An update, an extension, and some critical needs. Human Factors, 48, 392–412. doi:10.1518/001872006777724444
   PubMed Web of Science ®Google Scholar
• Salas, E., Wilson, K. A., & Edens, E. (2009). Crew resource management. London: Ashgate.
   Google Scholar
• Smith-Jentsch, K. A., Mathieu, J. E., & Kraiger, K. (2005). Investigating linear and interactive effects of shared mental models on safety and efficiency in a field setting. Journal of Applied Psychology, 90, 523–535. doi:10.1037/0021-9010.90.3.523
   PubMed Web of Science ®Google Scholar
• Snijders, T. A. B., & Bosker, R. J. (1999). Multilevel analysis: An introduction to basic and advanced multilevel modeling. London: Sage.
   Google Scholar
• Stachowski, A. A., Kaplan, S. A., & Waller, M. J. (2009). The benefits of flexible team interaction during crises. Journal of Applied Psychology, 94, 1536–1543. doi:10.1037/a0016903
   PubMed Web of Science ®Google Scholar
• Summers, J. K., Humphrey, S. E., & Ferris, G. R. (2012). Team member change, flux in coordination, and performance: Effects of strategic core roles, information transfer, and cognitive ability. Academy of Management Journal, 55, 314–338. doi:10.5465/amj.2010.0175
   Web of Science ®Google Scholar
• Uitdewilligen, S., Waller, M. J., & Pitariu, A. H. (2013). Mental model updating and team adaptation. Small Group Research, 44, 127–158. doi:10.1177/1046496413478205
   Web of Science ®Google Scholar
• Uitdewilligen, S., Waller, M. J., & Zijlstra, F. R. H. (2010). Team cognition and adaptability in dynamic settings: A review of pertinent work. In G. P. Hodgkinson & J. K. Ford (Eds.), International review of industrial and organizational psychology (Vol. 25). Oxford: Wiley-Blackwell.
   Google Scholar
• van der Pal, J., & Justen, P. (2011). TeamTris: A research and training paradigm for team work in dynamic environments. Paper presented at the 18th International Conference on Technology Supported Learning & Training, Berlin.
   Google Scholar
• Van Merriënboer, J., & Dijkstra, S. (1997). The four component instructional design model for training complex cognitive skills. In R. D. Tennyson & F. Schott (Eds.), Instructional design: International perspectives. Theory and research (Vol. 1, pp. 427–445). Hilsdale, NJ: The four component instructional design model for training complex cognitive skills.
   Google Scholar
• Waller, M. J. (1999). The timing of adaptive group responses to nonroutine events. Academy of Management Journal, 42, 127–137. doi:10.2307/257088
   Web of Science ®Google Scholar
• Weick, K. E. (1985). Cosmos vs. chaos: Sense and nonsense in electronic contexts. Organizational Dynamics, 14, 51–64. doi:10.1016/0090-2616(85)90036-1
   Google Scholar
• Weick, K. E., & Roberts, K. H. (1993). Collective mind in organizations: Heedful interrelating on flight decks. Administrative Science Quarterly, 38, 357–381. doi:10.2307/2393372
   Web of Science ®Google Scholar
• Wilson, K. A., Salas, E., Priest, H. A., & Andrews, D. (2007). Errors in the heat of battle: Taking a closer look at shared cognition breakdowns through teamwork. Human Factors: The Journal of the Human Factors and Ergonomics Society, 49, 243–256. doi:10.1518/001872007X312478
   PubMed Web of Science ®Google Scholar
• Xin, W., & Zhiming, W. (2005). Antecedents and consequences of shared mental model in work teams. Acta Psychologica Sinica, 37, 542–549.
   Google Scholar
• Zijlstra, F. R. H., Waller, M. J., & Phillips, S. I. (2012). Setting the tone: Early interaction patterns in swift-starting teams as a predictor of effectiveness. European Journal of Work and Organizational Psychology, 21, 749–777. doi:10.1080/1359432X.2012.690399
   Web of Science ®Google Scholar