This reflection advances a view of teams as dynamic patterns of interaction that emerge through recursive, relational processes over time. Integrating developments in systems thinking, measurement, and artificial intelligence, I argue that progress in team research hinges on preserving interactional structure and aligning theory, methods, and training with the inherently dynamic nature of team life.
ArrowH.McGrathJ. E. (1993). Membership matters: How member change and continuity affect small group structure, process, and performance. Small Group Research, 24(3), 334–361.
2.
ArrowH.McGrathJ. E.BerdahlJ. L. (2000). Small groups as complex systems: Formation, coordination, development, and adaptation. Sage.
3.
AustinJ. R. (2003). Transactive memory in organizational groups: the effects of content, consensus, specialization, and accuracy on group performance. Journal of Applied Psychology, 88(5), 866–878.
4.
BoonC.den HartogD. N.AllenD. G. (2026). “Talkin’ ‘bout a revolution”: Considering data-driven theorizing. Organizational Psychology Review. Advance online publication. https://doi.org/10.1177/20413866251413766
5.
CroninM. A.StoutenJ.van KnippenbergD. (2021). The theory crisis in management research: Solving the right problem. Academy of Management Review, 46(4), 667–683.
6.
CroninM. A.VancouverJ. B. (2019). The only constant is change: Expanding theory by incorporating dynamic properties into one’s models. In HumphreyS. E.LeBretonJ. M. (Eds.), The handbook of multilevel theory, measurement, and analysis. (pp. 89–114). APA.
7.
D’InnocenzoL.MathieuJ. E.KukenbergerM. R. (2016). A meta-analysis of different forms of shared leadership–team performance relations. Journal of Management, 42(7), 1964–1991.
8.
EdmondsonA. C.McManusS. E. (2007). Methodological fit in management field research. Academy of Management Review, 32(4), 1155–1179.
9.
GersickC. J. G. (1988). Time and transition in work teams: Toward a new model of group development. Academy of Management Journal, 31(1), 9–41.
10.
GersickC. J. G. (1989). Marking time: Predictable transitions in task groups. Academy of Management Journal, 32(2), 274–309.
11.
HumphreyS. E.AimeF. (2014). Team microdynamics: Toward an organizing approach to teamwork. Academy of Management Annals, 8(1), 443–503.
12.
JohnsonH. H.AvolioB. J. (2019). Team psychological safety and conflict trajectories’ effect on individual’s team identification and satisfaction. Group & Organization Management, 44(5), 843–873.
13.
KlonekF.ParkerS. (2025). Does AI at work increase stress? Text mining social media about human–AI team processes and AI control. Journal of Organizational Behavior. Advance online publication. https://doi.org/10.1002/job.70000
14.
KlonekF.TwemlowM.TimsM.ParkerS. K. (2025). It’s about time! Understanding the dynamic team process-performance relationship using micro-and macroscale time lenses. Group & Organization Management, 50(5–6), 1660–1702.
15.
KozlowskiS. W. J. (2015). Advancing research on team process dynamics: Theoretical, methodological, and measurement considerations. Organizational Psychology Review, 5(4), 270–299.
16.
LacerenzaC. N.MarlowS. L.WeinbergerC.CarterD. R. (2025). Missing Team Dynamics? An Integrative Review of Research on Team Development Over Time. Journal of Management. Advance online publication. https://doi.org/10.1177/01492063251395670
17.
Lehmann-WillenbrockN. (2025). Dynamic interpersonal processes at work: Taking social interactions seriously. Annual Review of Organizational Psychology and Organizational Behavior, 12, 133–158.
18.
LucianoM. M.MathieuJ. E.ParkS.TannenbaumS. I. (2018). A fitting approach to construct and measurement alignment: The role of big data in advancing dynamic theories. Organizational Research Methods, 21(3), 592–632.
19.
MathieuJ. E. (2016). The problem with [in] management theory. Journal of Organizational Behavior, 37(8), 1132–1141.
20.
MathieuJ. E.GallagherP. T.DomingoM. A.KlockE. A. (2019). Embracing complexity: Reviewing the past decade of team effectiveness research. Annual Review of Organizational Psychology and Organizational Behavior, 6, 17–46.
21.
MathieuJ. E.HollenbeckJ. R.van KnippenbergD.IlgenD. R. (2017). A century of work teams in theJournal of Applied Psychology. Journal of Applied Psychology, 102(3), 452–467.
22.
MathieuJ. E.WolfsonM. A.ParkS.LucianoM. M.Bedwell-TorresW. L.RamsayP. S.KlockE. A.TannenbaumS. I. (2022). Indexing dynamic collective constructs using computer-aided text analysis: Construct validity evidence and illustrations featuring team processes. Journal of Applied Psychology, 107(4), 533–559.
23.
McGrathJ. E. (1991). Time, interaction, and performance (TIP): A theory of groups. Small Group Research, 22(2), 147–174.
24.
MitchellT. R.JamesL. R. (2001). Building better theory: Time and the specification of when things happen. Academy of Management Review, 26(4), 530–547.
25.
MoonJ.OhC.TsaiC.-Y.ParkS. (2026, January13). A framework for subgroup dynamics through the system dynamics lens: An integrative review of the attribute and the network views. Journal of Organizational Behavior. Accepted for publication.
26.
MortensenM.HaasM. R. (2018). Rethinking teams: From bounded membership to dynamic participation. Organization Science, 29(2), 341–355.
27.
O’NeillT.McNeeseN.BarronA.SchelbleB. (2022). Human–autonomy teaming: A review and analysis of the empirical literature. Human Factors, 64(5), 904–938.
28.
ParkS.GrosserT. J.RoebuckA. A.MathieuJ. E. (2020). Understanding work teams from a network perspective: A review and future research directions. Journal of Management, 46(6), 1002–1028.
29.
RenY.ArgoteL. (2011). Transactive memory systems 1985–2010: An integrative framework of key dimensions, antecedents, and consequences. Academy of Management Annals, 5(1), 189–229.
30.
SummersJ. K.HumphreyS. E.FerrisG. 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(2), 314–338.
31.
WegnerD. M. (1987). Transactive memory: A contemporary analysis of the group mind. In Theories of group behavior (pp. 185–208). Springer New York.