Automated Leadership Assessments: Is Assessing Complexity an Option?

References

• Baker-Brown, G., Ballard, E. J., Bluck, S., De Vries, B., Suedfeld, P., & Tetlock, P. E. (1992). The conceptual/integrative scoring manual. In C.P. Smith (Ed.), Motivation and personality: Handbook of thematic content analysis (pp. 401–418). Cambridge University Press.
   Google Scholar
• Bieri, J. (1955). Cognitive complexity-simplicity and predictive behavior. The Journal of Abnormal and Social Psychology, 51(2), 263–268. https://doi.org/10.1037/h0043308
   PubMedGoogle Scholar
• Ceci, S. J., & Liker, J. K. (1986). A day at the races: A study of IQ, expertise, and cognitive complexity. Journal of Experimental Psychology: General, 115(3), 255–266. https://doi.org/10.1037/0096-3445.115.3.255
   Web of Science ®Google Scholar
• Chan, D. (1996). Cognitive misfit of problem-solving style at work: A facet of person-organization fit. Organizational Behavior and Human Decision Processes, 68(3), 194–207. https://doi.org/10.1006/obhd.1996.0099
   Web of Science ®Google Scholar
• Church, A. H., Rotolo, C. T., Ginther, R. M., & Levine, R. (2015). How are top companies designing and managing their high-potential programs? A follow-up talent management benchmark study. Consulting Psychology Journal: Practice & Research, 67(1), 17–47. https://doi.org/10.1037/cpb0000030
   Google Scholar
• Church, A. H., & Silzer, R. (2014). Going behind the corporate curtain with a blueprint for leadership potential: An integrated framework for identifying high-potential talent. People & Strategy, 36(4), 50–58.
   Google Scholar
• Conway, L. G., III. (nd). Automated integrative complexity: User instructions. Automated Integrative Complexity. http://www.autoic.org/instructions/
   Google Scholar
• Conway, L. G. III., Conway, K. R., Gornick, L. J., & Houck, S. C. (2014). Automated integrative complexity. Political Psychology, 35(5), 603–624. https://doi.org/10.1111/pops.12021
   Web of Science ®Google Scholar
• Conway, L. G. III., Dodds, D. P., Towgood, K. H., McClure, S., & Olson, J. M. (2011). The biological roots of complex thinking: Are heritable attitudes more complex. Journal of Personality, 79(1), 101–134. https://doi.org/10.1111/j.1467-6494.2010.00690.x
   PubMed Web of Science ®Google Scholar
• Conway, L. G. I. I., Gornick, L. J., Burfeind, C., Mandella, P., Kuenzli, A., Houck, S. C., & Fullerton, D. T. (2012). Does complex or simple rhetoric win elections? An integrative complexity analysis of U.S. presidential campaigns. Political Psychology, 33(5), 599–618. https://doi.org/10.1111/j.1467-9221.2012.00910.x
   Web of Science ®Google Scholar
• Conway, L. G., Harris, K. J., Catley, D., Gornick, L. J., Conway, K. R., Repke, M. A., & Houck, S. C. (2017). Cognitive complexity of clients and counsellors during motivation-based treatment for smoking cessation: An observation study on occasional smokers in a US college sample. BMJ Open, 7(10), e015849–10. https://doi.org/10.1136/bmjopen-2017-015849
   PubMed Web of Science ®Google Scholar
• Fransella, F., Bell, R., & Bannister, D. (2004). A manual for repertory grid technique (2nd ed.). Wiley.
   Google Scholar
• Gallifa, J., & Botella, L. (2000). The structural quadrants method: A new approach to the assessment of construct system complexity via the repertory grid. Journal of Constructivist Psychology, 13(1), 1–26. https://doi.org/10.1080/107205300265955
   Web of Science ®Google Scholar
• Goodwin, V. L., & Ziegler, L. (1998). A test of relationships in a model of organizational cognitive complexity. Journal of Organizational Behavior, 19(4), 371–386. https://doi.org/10.1002/(SICI)1099-1379(199807)19:4 < 371::AID-JOB850 > 3.0.CO;2-V
   Web of Science ®Google Scholar
• Hannah, S. T., Balthazard, P. A., Waldman, D. A., Jennings, P. L., & Thatcher, R. W. (2013). The psychological and neurological bases of leader self-complexity and effects on adaptive decision-making. The Journal of Applied Psychology, 98(3), 393–411. https://doi.org/10.1037/a0032257
   PubMed Web of Science ®Google Scholar
• Hermann, M. (1999). Assessing leadership style: A trait analysis. http://www.socialscience.net/Docs/LTA.pdf
   Google Scholar
• Hooijberg, R., Hunt, J. G., & Dodge, G. E. (1997). Leadership complexity and development of the leaderplex model. Journal of Management, 23(3), 375–408. https://doi.org/10.1177/014920639702300305
   Web of Science ®Google Scholar
• Houck, S. C., Conway, L. G. I. I., & Gornick, L. J. (2014). Automated integrative complexity: Current challenges and future directions. Political Psychology, 35(5), 647–659. https://doi.org/10.1111/pops.12209
   Web of Science ®Google Scholar
• Jacobs, T. O. (2010). On become more complex (and what to do about it). On the Horizon, 18(1), 62–70.
   Google Scholar
• Jaques, E., & Cason, K. (1994). Human capability: A study of individual potential and its application. Cason Hall & Co. Publishers.
   Google Scholar
• Kelly, G. A. (1955). The psychology of personal constructs. Vol. 1: A theory of personality. Norton
   Google Scholar
• Kovářová, M., & Filip, M. (2015). Integrating the differentiated: A review of the personal construct approach to cognitive complexity. Journal of Constructivist Psychology, 28(4), 342–366. https://doi.org/10.1080/10720537.2014.994693
   Web of Science ®Google Scholar
• Levashina, J., Weekley, J. A., Roulin, N., & Hauck, E. (2014). Using blatant extreme respondingfor detecting faking in high-stakes selection: Construct validity, relationship with general mental ability, and subgroup differences. International Journal of Selection & Assessment, 22(4), 371–383. https://doi.org/10.1111/ijsa.12084
   Web of Science ®Google Scholar
• Maltarich, M. A., Nyberg, A. J., & Reilly, G. (2010). A conceptual and empirical analysis of the cognitive ability-voluntary turnover relationship. The Journal of Applied Psychology, 95(6), 1058–1070. https://doi.org/10.1037/a0020331
   PubMed Web of Science ®Google Scholar
• McCormick, E. J., DeNisi, A. S., & Shaw, J. B. (1979). Use of the position analysis questionnaire for establishing the job component validity of tests. Journal of Applied Psychology, 64(1), 51–56. https://doi.org/10.1037/0021-9010.64.1.51
   Web of Science ®Google Scholar
• McNamara, G. M., Luce, R. A., & Tompson, G. H. (2002). Examining the effect of complexity in strategic group knowledge structures on firm performance. Strategic Management Journal, 23(2), 153–170. https://doi.org/10.1002/smj.211
   Web of Science ®Google Scholar
• Melville-Ross, T. (2010). Leadership, governance and management: Challenges for the future of higher education. Perspectives: Policy & Practice in Higher Education, 14(1), 3–6. https://doi.org/10.1080/13603100903450569
   Google Scholar
• Neimeyer, G. J. (1992). Personal constructs and vocational structure: A critique of poor reason. In R. A. Neimeyer & G. J. Neimeyer (Eds.), Advances in personal construct psychology (Vol. 2, pp. 91–120). JAI Press Inc.
   Google Scholar
• Preston, D., & Floyd, A. (2016). Supporting the role of Associate Dean in universities: An alternative approach to management development. Higher Education Quarterly, 70(3), 264–280. https://doi.org/10.1111/hequ.12099
   Web of Science ®Google Scholar
• Satish, U., & Streufert, S. (1997). The measurement of behavioral complexity. Journal of Applied Social Psychology, 27(23), 2117–2121. https://doi.org/10.1111/j.1559-1816.1997.tb01643.x
   Web of Science ®Google Scholar
• Seale, O., & Cross, M. (2016). Leading and managing in complexity: The case of South African deans. Studies in Higher Education, 41(8), 1514–1532. https://doi.org/10.1080/03075079.2014.988705
   Web of Science ®Google Scholar
• Stamp, G. P. (1988). Longitudinal research into methods of assessing managerial potential. Technical Report. U.S. Army Research Institute for the Behavioral and Social Sciences.
   Google Scholar
• Streufert, S., & Nogami, G. Y. (1989). Cognitive style and complexity: Implications for I/O psychology. In C. L. Cooper and I. Robertson (Eds.), International review of industrial and organizational psychology (pp. 93–143). Wiley.
   Google Scholar
• Streufert, S., Pogash, R., & Piasecki, M. (1988). Simulation-based assessment of managerial competence: Reliability and validity. Personnel Psychology, 41(3), 537–557. https://doi.org/10.1111/j.1744-6570.1988.tb00643.x
   Web of Science ®Google Scholar
• Streufert, S., & Satish, U. (1997). Complexity theory: Predictions based on the confluence of science-wide and behavioral theories. Journal of Applied Social Psychology, 27(23), 2096–2116. https://doi.org/10.1111/j.1559-1816.1997.tb01642.x
   Web of Science ®Google Scholar
• Streufert, S., & Streufert, S. C. (1978). Behavior in the complex environment. V. H. Winston & Sons.
   Google Scholar
• Streufert, S., & Swezey, R. W. (1986). Complexity, managers, and organizations. Academic Press, Inc.
   Google Scholar
• Suedfeld, P. (1992). Cognitive managers and their critics. Political Psychology, 13(3), 435–453. https://doi.org/10.2307/3791607
   Web of Science ®Google Scholar
• Suedfeld, P. (1994). President Clinton’s policy dilemmas: A cognitive analysis. Political Psychology, 15(2), 337–349. https://doi.org/10.2307/3791743
   Web of Science ®Google Scholar
• Suedfeld, P. (2010). The cognitive processing of politics and politicians: Archival studies of conceptual and integrative complexity. Journal of Personality, 78(6), 1669–1702. https://doi.org/10.1111/j.1467-6494.2010.00666.x
   PubMed Web of Science ®Google Scholar
• Suedfeld, P., & Bluck, S. (1993). Changes in integrative complexity accompanying significant life events: Historical evidence. Journal of Personality & Social Psychology, 64(1), 124–130. https://doi.org/10.1037/0022-3514.64.1.124
   Web of Science ®Google Scholar
• Suedfeld, P., Guttieri, K., & Tetlock, P. E. (2003). Assessing integrative complexity at a distance: Archival analyses of thinking and decision making. In J. M. Post (Ed.), The psychological assessment of political leaders: With profiles of Saddam Hussein and Bill Clinton (pp. 246–270). The University of Michigan Press.
   Google Scholar
• Suedfeld, P., & Rank, A. D. (1976). Revolutionary leaders: Long-term success as a function of changes in conceptual complexity. Journal of Personality & Social Psychology, 34(2), 169–178. https://doi.org/10.1037/0022-3514.34.2.169
   Web of Science ®Google Scholar
• Suedfeld, P., Tetlock, P. E., & Streufert, S. (1992). Conceptual/integrative complexity. In C. P. Smith (Ed.), Motivation and personality: Handbook of thematic content analysis (pp. 393–400). Cambridge University Press.
   Google Scholar
• Sypher, B. D., & Zorn, T. E. Jr. (1986). Communication-related abilities and upward mobility: A longitudinal investigation. Human Communication Research, 12(3), 420–431. https://doi.org/10.1111/j.1468-2958.1986.tb00085.x
   Web of Science ®Google Scholar
• Tabachnick, B. G., & Fidell, L. S. (2007). Logistic regression. In B. Tabachnick and L. Fidell (Eds.), Using multivariate statistics (5th ed., pp. 437–505). Pearson.
   Google Scholar
• Tadmor, C. T., Galinsky, A. D., & Maddux, W. W. (2012). Getting the most out of living abroad: biculturalism and integrative complexity as key drivers of creative and professional success. Journal of Personality & Social Psychology, 103(3), 520–542. https://doi.org/10.1037/a0029360
   PubMed Web of Science ®Google Scholar
• Tay, C., Ang, S., & Van Dyne, L. (2006). Personality, biographical characteristics, and job interview success: A longitudinal study of the mediating effects of interviewing self-efficacy and the moderating effects of internal locus of causality. The Journal of Applied Psychology, 91(2), 446–454. https://doi.org/10.1037/0021-9010.91.2.446
   PubMed Web of Science ®Google Scholar
• Tetlock, P. E., Peterson, R. S., & Berry, J. M. (1993). Flattering and unflattering personality portraits of integratively simple and complex managers. Journal of Personality & Social Psychology, 64(3), 500–511. https://doi.org/10.1037/0022-3514.64.3.500
   Web of Science ®Google Scholar
• Wallace, M. D., & Suedfeld, P. (1988). Leadership performance in crisis: The longevity–complexity link. International Studies Quarterly, 32(4), 439–451. https://doi.org/10.2307/2600592
   Web of Science ®Google Scholar
• Wilk, S. L., Desmarais, L. B., & Sackett, P. R. (1995). Gravitation to jobs commensurate with ability: Longitudinal and cross-sectional tests. Journal of Applied Psychology, 80(1), 79–85. https://doi.org/10.1037/0021-9010.80.1.79
   Web of Science ®Google Scholar
• Wilk, S. L., & Sackett, P. R. (1996). Longitudinal analysis of ability-job complexity fit and job change. Personnel Psychology, 49(4), 937–967. https://doi.org/10.1111/j.1744-6570.1996.tb02455.x
   Web of Science ®Google Scholar
• Wong, E. M., Ormiston, M. E., & Tetlock, P. E. (2011). The effects of top management team integrative complexity and decentralized decision making on corporate social performance. Academy of Management Journal, 54(6), 1207–1228. https://doi.org/10.5465/amj.2008.0762
   Web of Science ®Google Scholar
• Young, M. D., & Hermann, M. G. (2014). Increased complexity has its benefits. Political Psychology, 35(5), 635–645. https://doi.org/10.1111/pops.12208
   Web of Science ®Google Scholar
• Zaccaro, S. (2001). Conceptual complexity theories of executive leadership: Conceptual review and evaluation. In S. Zaccaro (Ed.), The nature of executive leadership: A conceptual and empirical analysis of success (pp. 21–59). American Psychology Association.
   Google Scholar
• Zaccaro, S. J., Connelly, S., Repchick, K. M., Daza, A. I., Young, M. C., Kilcullen, R. N., Gilrane, V. L., Robbins, J. M., & Bartholomew, L. N. (2015). The influence of higher order cognitive capacities on leader organizational continuance and retention: The mediating role of developmental experiences. The Leadership Quarterly, 26(3), 342–358. https://doi.org/10.1016/j.leaqua.2015.03.007
   Web of Science ®Google Scholar
• Zaccaro, S. J., LaPort, K., & José, I. (2013). The attributes of successful leaders: A performance requirements approach. In M. G. Rumsey (Ed.), The Oxford handbook of leadership (pp. 11–36). Oxford University Press.
   Google Scholar