Drawing from the IPO (Input–Process–Output) model, this study adopted a multilevel framework to investigate the dynamic mediating mechanisms that link group leader emotional intelligence (EI) with group performance. Based on a sample of 64 group leaders and 194 group members, this research applied multilevel structural equation modeling (SEM) and explored two mechanisms, namely group cohesion at the group level and person–group fit at the individual level in the relationship. Results revealed that group leader EI could improve group performance through enhancing group-level cohesion. At the individual level, it showed that group leader EI positively affected P-G fit. The paper utilized and expanded the IPO framework to explain the relationship between group leader EI and group performance from a multilevel perspective. Practical and theoretical implications are discussed.
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Amason, A. C., & Sapienza, H. J. (1997). The effects of top management team size and interaction norms on cognitive and affective conflict. Journal of Management,23(4), 495–516.
Antonakis, J., Ashkanasy, N. M., & Dasborough, M. T. (2009). Does leadership need emotional intelligence? The Leadership Quarterly,20(2), 247–261.
Ashraf, F., & Khan, M. A. (2014). Does emotional intelligence moderate the relationship between workplace bullying and job performance? Asian Business & Management,13(2), 171–190.
Astakhova, M. N. (2016). Explaining the effects of perceived person-supervisor fit and person-organization fit on organizational commitment in the U.S. and Japan. Journal of Business Research,69(2), 956–963.
Bae, S. H., Mark, B., & Fried, B. (2010). Impact of nursing unit turnover on patient outcomes in hospitals. Journal of Nursing Scholarship,42(1), 40–49.
Bandura, A., & Walters, R. H. (1977). Social learning theory. Englewood Cliffs: Prentice-Hall.
Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology,51(6), 1173–1182.
Bar-On, R. E., & Parker, J. D. A. (2000). The handbook of emotional intelligence: Theory, development, assessment, and application at home, school, and in the workplace. San Francisco: Jossey-Bass.
Bass, B. M., Avolio, B. J., Jung, D. I., & Berson, Y. (2003). Predicting unit performance by assessing transformational and transactional leadership. Journal of Applied Psychology,88(2), 207–218.
Beal, D. J., Cohen, R. R., Burke, M. J., & Mclendon, C. L. (2003). Cohesion and performance in groups: A meta-analytic clarification of construct relations. Journal of Applied Psychology,88(6), 989–1004.
Beersma, B., Hollenbeck, J. R., Humphrey, S. E., Moon, H., Conlon, D. E., & Ilgen, D. R. (2003). Cooperation, competition, and team performance: Toward a contingency approach. Academy of Management Journal,46(5), 572–590.
Bohrer, V. C. (2007). A study of the relationships between leader emotional intelligence (EI) ability and demographic, performance, job satisfaction measures, and MBTI type in the United States (US) intelligence community. Webster Groves: Webster University.
Bono, J. E., Foldes, H. J., Vinson, G., & Muros, J. P. (2007). Workplace emotions: The role of supervision and leadership. Journal of Applied Psychology,92(5), 1357–1367.
Boon, C., Den Hartog, D. N., Boselie, P., & Paauwe, J. (2011). The relationship between perceptions of HR practices and employee outcomes: Examining the role of person–organisation and person–job fit. The International Journal of Human Resource Management,22(01), 138–162.
Boyatzis, R., Stubbs Koman, E., & Wolff, S. B. (2008). Emotional intelligence competencies in the team and team leader: A multi-level examination of the impact of emotional intelligence on team performance. Journal of Management Development,27(1), 55–75.
Bradley, B. H., Baur, J. E., Stewart, G. L., & Banford, C. G. (2014). The No Asshole Rule Revisited: How Interdependence and Emotional Stability Buffer Team Performance. Paper presented at the Academy of Management Proceedings.
Brahm, T., & Kunze, F. (2012). The role of trust climate in virtual teams. Journal of Managerial Psychology,27(5–6), 595–614.
Brislin, R. W. (1986). The wording and translation of research instruments. In W. J. Lonner & J. W. Berry (Eds.), Field methods in cross-cultural research (pp. 137–164). Beverly Hills, CA: Sage.
Burke, C. S., Stagl, K. C., Klein, C., Goodwin, G. F., Salas, E., & Halpin, S. M. (2006). What type of leadership behaviors are functional in teams? A meta-analysis. Leadership Quarterly,17(3), 288–307.
Cable, D. M., & DeRue, D. S. (2002). The convergent and discriminant validity of subjective fit perceptions. Journal of Applied Psychology,87(5), 875–884.
Caplan, R. D. (1987). Person-environment fit theory and organizations: Commensurate dimensions, time perspectives, and mechanisms. Journal of Vocational Behavior,31(3), 248–267.
Carmeli, A., Schaubroeck, J., & Tishler, A. (2011). How CEO empowering leadership shapes top management team processes: Implications for firm performance. Leadership Quarterly,22(2), 399–411.
Carron, A. V., & Brawley, L. R. (2000). Cohesion conceptual and measurement issues. Small Group Research,31(1), 89–106.
Cavazotte, F., Moreno, V., & Hickmann, M. (2012). Effects of leader intelligence, personality and emotional intelligence on transformational leadership and managerial performance. The Leadership Quarterly,23(3), 443–455.
Chang, J. W., Sy, T., & Choi, J. N. (2011). Team emotional intelligence and performance: Interactive dynamics between leaders and members. Small Group Research,43(1), 75–104.
Chen, G., Sharma, P. N., Edinger, S. K., Shapiro, D. L., & Farh, J.-L. (2011). Motivating and demotivating forces in teams: cross-level influences of empowering leadership and relationship conflict. Journal of Applied Psychology,96(3), 541–557.
Cho, Y., Shin, M., Billing, T. K., & Bhagat, R. S. (2019). Transformational leadership, transactional leadership, and affective organizational commitment: A closer look at their relationships in two distinct national contexts. Asian Business & Management,18(3), 187–210.
Cole, M. S., Bedeian, A. G., & Bruch, H. (2011). Linking leader behavior and leadership consensus to team performance: Integrating direct consensus and dispersion models of group composition. Leadership Quarterly,22(2), 383–398.
Costa, P. T., & McCrae, R. R. (1992). Four ways five factors are basic. Personality and individual differences,13(6), 653–665.
Dansereau, F., Yammarino, F. J., Markham, S. E., Alutto, J. A., Newman, J., Dumas, M., et al. (1995). Individualized leadership: A new multiple-level approach. The Leadership Quarterly,6(3), 413–450.
Daspit, J., Tillman, C. J., Boyd, N. G., & Mckee, V. (2013). Cross-functional team effectiveness: An examination of internal team environment, shared leadership, and cohesion influences. Team Performance Management,19(1/2), 34–56.
De Cooman, R., Vantilborgh, T., Bal, M., & Lub, X. (2016). Creating inclusive teams through perceptions of supplementary and complementary person–team fit: Examining the relationship between person–team fit and team effectiveness. Group & Organization Management,41(3), 310–342.
De Hoogh, A. H., Greer, L. L., & Den Hartog, D. N. (2015). Diabolical dictators or capable commanders? An investigation of the differential effects of autocratic leadership on team performance. The Leadership Quarterly,26(5), 687–701.
De Jong, B. A., Dirks, K. T., & Gillespie, N. (2016). Trust and team performance: A meta-analysis of main effects, moderators, and covariates. Journal of Applied Psychology,101(1), 1134–1150.
Fan, D., Cui, L., Zhang, M. M., Zhu, C. J., Härtel, C. E., & Nyland, C. (2014). Influence of high performance work systems on employee subjective well-being and job burnout: Empirical evidence from the Chinese healthcare sector. The International Journal of Human Resource Management,25(7), 931–950.
Feng, J., Zhang, Y., Liu, X., Zhang, L., & Han, X. (2018). Just the right amount of ethics inspires creativity: A cross-level investigation of ethical leadership, intrinsic motivation, and employee creativity. Journal of Business Ethics,153(3), 645–658.
Firfiray, S., & Mayo, M. (2016). The lure of work-life benefits: Perceived person-organization fit as a mechanism explaining job seeker attraction to organizations. Human Resource Management,56, 629–649.
Garg, S., & Eisenhardt, K. M. (2017). Unpacking the CEO–board relationship: How strategy making happens in entrepreneurial firms. Academy of Management Journal,60(5), 1828–1858.
George, J. M. (2000). Emotions and leadership: The role of emotional intelligence. Human Relations,53(8), 1027–1055.
Green, S. G., Anderson, S. E., & Shivers, S. L. (1996). Demographic and organizational influences on leader-member exchange and related work attitudes. Organizational Behavior & Human Decision Processes,66(2), 203–214.
Guan, Y., Deng, H., Risavy, S. D., Bond, M. H., & Li, F. (2011). Supplementary fit, complementary fit, and work-related outcomes: The role of self-construal. Applied Psychology,60(2), 286–310.
Hackman, J. R. (1987). The design of work teams. Handbook of Organizational Behavior,35(11), 299–301.
Hollenbeck, J. R. (2000). A structural approach to external and internal person-team fit. Applied Psychology,49(3), 534–549.
Hollenbeck, J. R., Moon, H., Ellis, A. P. J., West, B. J., Ilgen, D. R., Sheppard, L., et al. (2002). Structural contingency theory and individual differences: Examination of external and internal person-team fit. Journal of Applied Psychology,87(3), 599–606.
Hu, W., & Luo, J. (2020). Leader humor and employee creativity: A model integrating pragmatic and affective roles. Asian Business & Management. https://doi.org/10.1057/s41291-020-00105-3.
Humphrey, S. E., & Aime, F. (2014). Team microdynamics: Toward an organizing approach to teamwork. The Academy of Management Annals,8, 443–503.
Hur, Y. H., Berg, P. T. V. D., & Wilderom, C. P. M. (2011). Transformational leadership as a mediator between emotional intelligence and team outcomes. Leadership Quarterly,22(4), 591–603.
Jackson, S. E., Joshi, A., & Erhardt, N. L. (2003). Recent research on team and organizational diversity: SWOT analysis and implications. Journal of Management,29(6), 801–830.
Jacobs, T. O. (1970). Leadership and exchange in formal organizations: DTIC Document.
Jia, J., Zhou, S., Zhang, L., & Jiang, X. (2020). Exploring the influence of paternalistic leadership on voice behavior: A moderated mediation model. Employee Relations: The International Journal,42(2), 542–560.
Jiang, K. F., Lepak, D. P., Hu, J., & Baer, J. C. (2012). How does human resource management influence organizational outcomes? A meta-analytic investigation of mediating mechanisms. Academy of Management Journal,55(6), 1264–1294.
Jin, W. C., Sy, T., & Jin, N. C. (2012). Team emotional intelligence and performance interactive dynamics between leaders and members. Small Group Research,43(1), 75–104.
Jones, P. S., Lee, J. W., Phillips, L. R., Zhang, X. E., & Jaceldo, K. B. (2001). An adaptation of Brislin’s translation model for cross-cultural research. Nursing Research,50(5), 300–304.
Kitchenham, B., & Pfleeger, S. L. (2002). Principles of survey research: part 5: Populations and samples. ACM SIGSOFT Software Engineering Notes,27(5), 17–20.
Koman, E. S., & Wolff, S. B. (2008). Emotional intelligence competencies in the team and team leader: A multi-level examination of the impact of emotional intelligence on team performance. Journal of Management Development,27(1), 55–75.
Kristof-Brown, A. L., Seong, J. Y., Degeest, D. S., Park, W. W., & Hong, D. S. (2014). Collective fit perceptions: A multilevel investigation of person–group fit with individual-level and team-level outcomes. Journal of Organizational Behavior,35(7), 969–989.
Kristof-Brown, A. L., Zimmerman, R. D., & Johnson, E. C. (2005). Consequences of individual’s fit at work: A meta-analysis of person-job, person-organization, person-group, and person-supervisor fit. Personnel psychology,58(2), 281–342.
Krumm, S., Terwiel, K., & Hertel, G. (2013). Challenges in norm formation and adherence the knowledge, skills, and ability requirements of virtual and traditional cross-cultural teams. Journal of Personnel Psychology,12(1), 33–44.
Langfred, C. W. (2007). The downside of self-management: A longitudinal study of the effects tf conflict on trust, autonomy, and task interdependence in self-managing teams. Academy of Management Journal,50(4), 885–900.
Lau, C.-M., Tse, D. K., & Zhou, N. (2002). Institutional forces and organizational culture in China: Effects on change schemas, firm commitment and job satisfaction. Journal of International Business Studies,33(3), 533–550.
Lopes, P. N., Brackett, M. A., Nezlek, J. B., Schütz, A., Sellin, I., & Salovey, P. (2004). Emotional intelligence and social interaction. Personality and Social Psychology Bulletin,30(8), 1018–1034.
Lorinkova, N. M., & Perry, S. J. (2019). The importance of group-focused transformational leadership and felt obligation for helping and group performance. Journal of Organizational Behavior,40(3), 231–247.
Mach, M., Dolan, S., & Tzafrir, S. (2010). The differential effect of team members' trust on team performance: The mediation role of team cohesion. Journal of Occupational & Organizational Psychology,83(3), 771–794.
MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., & Sheets, V. (2002). A comparison of methods to test mediation and other intervening variable effects. Psychological Methods,7(1), 83.
Marks, M. A., Mathieu, J. E., & Zaccaro, S. J. (2001). A temporally based framework and taxonomy of team processes. Academy of Management Review,26(3), 356–376.
Martins, L. L., Gilson, L. L., & Maynard, M. T. (2004). Virtual teams: What do we know and where do we go from here? Journal of Management,30(6), 805–835.
Mathieu, J. E., Gilson, L. L., & Ruddy, T. M. (2006). Empowerment and team effectiveness: An empirical test of an integrated model. Journal of Applied Psychology,91(1), 97–108.
Mathieu, J. E., Heffner, T. S., Goodwin, G. F., Salas, E., & Cannonbowers, J. A. (2000). The influence of shared mental models on team process and performance. Journal of Applied Psychology,85(2), 273–283.
Mathieu, J. E., Kukenberger, M. R., D'Innocenzo, L., & Reilly, G. (2015). Modeling reciprocal team cohesion-performance relationships, as impacted by shared leadership and members' competence. Journal of Applied Psychology,100(3), 713–734.
Mayer, J. D. (1997). What is emotional intelligence? In P. Salovey & D. Sluyter (Eds.), Emotional development and emotional intelligence: implications for educators (pp. 3–31). New York: Basic Books.
Mayer, J. D., Roberts, R. D., & Barsade, S. G. (2008). Human abilities: emotional intelligence. Annual Review of Psychology,59(1), 507–536.
Mayer, J. D., Salovey, P., Caruso, D. R., & Sitarenios, G. (2001). Emotional intelligence as a standard intelligence. Emotion,1(3), 232–242.
Michalisin, M. D., Karau, S. J., & Tangpong, C. (2007). Leadership's activation of team cohesion as a strategic asset: An empirical simulation. Journal of Business Strategies,24(1), 1.
Morris, J. A., & Feldman, D. C. (1996). The dimensions, antecedents, and consequences of emotional labor. Academy of Management Review,21(4), 986–1010.
Muthén, L. K., & Muthén, B. O. (2010). Mplus: Statistical analysis with latent variables: User's guide. Los Angeles, CA: Muthén & Muthén.
O'Boyle, E. H., Humphrey, R. H., Pollack, J. M., Hawver, T. H., & Story, P. A. (2011). The relation between emotional intelligence and job performance: A meta-analysis. Journal of Organizational Behavior,32(5), 788–818.
Offermann, L. R., Bailey, J. R., Vasilopoulos, N. L., Seal, C., & Sass, M. (2004). The relative contribution of emotional competence and cognitive ability to individual and team performance. Human Performance,17(2), 219–243.
Owen, W. F. (1985). Metaphor analysis of cohesiveness in small discussion groups. Small Group Behavior,16(3), 415–424.
Piasentin, K. A., & Chapman, D. S. (2007). Perceived similarity and complementarity as predictors of subjective person-organization fit. Journal of Occupational and Organizational Psychology,80(2), 341–354.
Pierro, A., Sheveland, A., Livi, S., & Kruglanski, A. W. (2015). Person-group fit on the need for cognitive closure as a predictor of job performance, and the mediating role of group identification. Group Dynamics Theory Research & Practice,19(2), 77–90.
Pieterse, A. N., Van Knippenberg, D., & Van Dierendonck, D. (2013). Cultural diversity and team performance: The role of team member goal orientation. Academy of Management Journal,56(3), 782–804.
Powell, A., Piccoli, G., & Ives, B. (2004). Virtual teams: A review of current literature and directions for future research. ACM SIGMIS Database,35(1), 6–36.
Preacher, K. J., & Selig, J. P. (2012). Advantages of Monte Carlo confidence intervals for indirect effects. Communication Methods and Measures,6(2), 77–98.
Preacher, K. J., Zyphur, M. J., & Zhang, Z. (2010). A general multilevel SEM framework for assessing multilevel mediation. Psychological methods,15(3), 209–233.
Price, J. L. (1972). Handbook of organizational measurement. Lexington, MA: Heath Press.
Rausch, E., Hess, J. D., & Bacigalupo, A. C. (2011). Enhancing decisions and decision-making processes through the application of emotional intelligence skills. Management Decision,49(5), 710–721.
Rezvani, A., Chang, A., Wiewiora, A., Ashkanasy, N. M., Jordan, P. J., & Zolin, R. (2016). Manager emotional intelligence and project success: The mediating role of job satisfaction and trust. International Journal of Project Management,34(7), 1112–1122.
Salas, E., Vessey, W. B., & Estrada, A. X. (2015). Team cohesion: Advances in psychological theory, methods and practice. Bingley: Emerald Group Publishing.
Salovey, P., & Mayer, J. D. (1989). Emotional intelligence. Imagination, cognition and personality,9(3), 185–211.
Sastre Castillo, M. Á., & Danvila Del Valle, I. (2017). Is emotional intelligence the panacea for a better job performance? A study on low-skilled back office jobs. Employee Relations,39(5), 683–698.
Schaubroeck, J., Lam, S. S., & Cha, S. E. (2007). Embracing transformational leadership: Team values and the impact of leader behavior on team performance. Journal of Applied Psychology,92(4), 1020–1030.
Schaubroeck, J., Lam, S. S. K., & Peng, A. C. (2011). Cognition-based and affect-based trust as mediators of leader behavior influences on team performance. Journal of Applied Psychology,96(4), 863–871.
Shamir, B., House, R. J., & Arthur, M. B. (1993). The motivational effects of charismatic leadership: A self-concept based theory. Organization Science,4(4), 577–594.
Shemla, M., Meyer, B., Greer, L., & Jehn, K. A. (2016). A review of perceived diversity in teams: Does how members perceive their team's composition affect team processes and outcomes? Journal of Organizational Behavior,37(Supplement), 89–106.
Shen, C.-G., Ma, H.-Y., Yang, J., & Liu, T.-F. (2012). Abusive supervision and employee’performance: Mechanisms of FSB and learning goral orientation. Acta Psychologica Sinica,44(12), 1677–1686.
Stewart, G. L., & Barrick, M. R. (2000). Team structure and performance: Assessing the mediating role of intrateam process and the moderating role of task type. Academy of Management Journal,43(2), 135–148.
Stone-Romero, E. F., & Rosopa, P. J. (2004). Inference problems with hierarchical multiple regression-based tests of mediating effects. Research in Personnel and Human Resources Management,23, 249–290.
Sutton, R. I. (1991). Maintaining norms about expressed emotions: The case of bill collectors. Administrative Science Quarterly,36(2), 245–268.
Sutton, R. I., & Rafaeli, A. (1988). Untangling the relationship between displayed emotions and organizational sales: The case of convenience stores. Academy of Management Journal,31(3), 461–487.
Swider, B. W., Zimmerman, R. D., & Barrick, M. R. (2015). Searching for the right fit: Development of applicant person-organization fit perceptions during the recruitment process. Journal of Applied Psychology,100(3), 880–893.
Sy, T., Côté, S., & Saavedra, R. (2005). The contagious leader: Impact of the leader's mood on the mood of group members, group affective tone, and group processes. Journal of Applied Psychology,90(2), 295–305.
Teo, S. T. T., Pick, D., Xerri, M., & Newton, C. (2016). Person-organization fit and public service motivation in the context of change. Public Management Review,18(5), 740–762.
Tjosvold, D. (1988). Cooperative and competitive interdependence collaboration between departments to serve customers. Group & Organization Management,13(3), 274–289.
Tung, Y.-C., & Lin, Y.-P. (2015). Cross-level effects of deep-level diversity on person-group fit. Journal of Business Studies Quarterly,7(2), 109–126.
Van Kleef, G. A., Homan, A. C., Beersma, B., Van Knippenberg, D., Van Knippenberg, B., & Damen, F. (2009). Searing sentiment or cold calculation? The effects of leader emotional displays on team performance depend on follower epistemic motivation. Academy of Management Journal,52(3), 562–580.
Van Knippenberg, D., & Sitkin, S. B. (2013). A critical assessment of charismatic—Transformational leadership research: Back to the drawing board? The Academy of Management Annals,7(1), 1–60.
Walter, F., & Humphrey, R. H. (2011). Emotional intelligence: Sine qua non of leadership or folderol? Academy of Management Executive,25(1), 45–59.
Wang, S. (2015). Emotional intelligence, information elaboration, and performance the moderating role of informational diversity. Small Group Research,46(3), 324–325.
Wiesenfeld, B. M., Raghuram, S., & Garud, R. (1999). Communication patterns as determinants of organizational identification in a virtual organization. Organization Science,10(6), 777–790.
Wilderom, C. P., Hur, Y., Wiersma, U. J., Berg, P. T. V., & Lee, J. (2015). From manager's emotional intelligence to objective store performance: Through store cohesiveness and sales-directed employee behavior. Journal of Organizational Behavior,36(6), 825–844.
Wong, C.-S., & Law, K. S. (2002). The effects of leader and follower emotional intelligence on performance and attitude: An exploratory study. The leadership quarterly,13(3), 243–274.
Wu, L. Z., Birtch, T. A., Chiang, F. F. T., & Zhang, H. (2016). Perceptions of negative workplace gossip: A self-consistency theory framework. Journal of Management,44(5), 1873–1898.
Yukelson, D., Weinberg, R., & Jackson, A. (1984). A multidimensional group cohesion instrument for intercollegiate basketball teams. Journal of Sport Psychology,6(1), 103–117.
Zhang, Y., Liu, G., Zhang, L., Xu, S., & Cheung, M. (In press). Psychological ownership: A meta-analysis and comparison of multiple forms of attachment in the workplace. Journal of Management.
Zhang, Y., Zhang, L., Lei, H., Yue, Y., & Zhu, J. (2016). Lagged effect of daily surface acting on subsequent day’s fatigue. The Service Industries Journal,36(15–16), 809–826.
Zhang, Y., Zheng, Y., Zhang, L., Xu, S., Liu, X., & Chen, W. (2019). A meta-analytic review of the consequences of servant leadership: The moderating roles of cultural factors. Asia Pacific Journal of Management,1, 1–30.
Zhang, Z., Wang, M., & Shi, J. (2012). Leader-follower congruence in proactive personality and work outcomes: The mediating role of leader-member exchange. Academy of Management Journal,55(1), 111–130.
Zhou, L., Wang, M., Chen, G., & Shi, J. Q. (2012). Supervisors' upward exchange relationships and subordinate outcomes: Testing the multilevel mediation role of empowerment. Journal of Applied Psychology,97(3), 668–680.
This work was supported by General Program of National Natural Science Foundation of China (Grant No. 71972065), Young Scientists Fund of the National Natural Science Foundation of China (Grant Nos. 71802077; 71602163); and Young Scientists Fund of the National Natural Science Foundation of Hunan Province, China (Grant No. 2019JJ50059).
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Zhang, Y., Zhang, L., Zhu, J. et al. Group leader emotional intelligence and group performance: a multilevel perspective. Asian Bus Manage (2020). https://doi.org/10.1057/s41291-020-00123-1
- Emotional intelligence
- Group performance
- Group cohesion
- Person–group fit
- Multilevel SEM analysis