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The Influence of Shared Mental Models on Team Process and Performance

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Abstract

The influence of teammates' shared mental models on team processes and performance was tested using 56 undergraduate dyads who "flew" a series of missions on a personal-computer-based flight-combat simulation. The authors both conceptually and empirically distinguished between teammates' task- and team-based mental models and indexed their convergence or "sharedness" using individually completed paired-comparisons matrices analyzed using a network-based algorithm. The results illustrated that both shared-team- and task-based mental models related positively to subsequent team process and performance. Furthermore, team processes fully mediated the relationship between mental model convergence and team effectiveness. Results are discussed in terms of the role of shared cognitions in team effectiveness and the applicability of different interventions designed to achieve such convergence. (PsycINFO Database Record (c) 2012 APA, all rights reserved)
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********************************************************
John Mathieu
Board of Trustees Distinguished Professor
Friar Chair in Leadership & Teams
Management Department, University of Connecticut
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... This study continues the previous work in the field of computational modeling and organizational learning (Canbaloğlu et al. 2021(Canbaloğlu et al. , 2023Iftikhar and Wiewiora 2021;Kim 1993;Mathieu et al. 2000;McComb and Simpson 2014;Robinson et al. 2016;Rouse and Morris 1986;Treur 2020a, b, c) by applying it specifically to the field of EHS. A field which always has a challenge to connect to the organization it is in. ...
... The modeling approach used is based on multi-order adaptive self-modeling networks, which in another domain has turned out to be useful to model plasticity and metaplasticity of neural and mental processes (Bogenrieder 2002;Bouma et al. 2023;Canbaloğlu et al. 2021;Hurck et al. 2022;Wiewiora et al. 2019). In the current study this modelling approach has been successfully applied to a real-world case in the social computation domain addressing computational organisational learning (Abraham and Bear 1996;Canbaloğlu et al. 2022a;Kim 1993;Mathieu et al. 2000;McComb and Simpson 2014;Robinson et al. 2016). ...
Chapter
This chapter focusses on using a self-modelling network modeling approach to analyse and predict the behavior of people within organizations, specifically on the implementation of EHS standards. The study focusses on a real-world scenario in which EHS standards are implemented in a multi-level organizational learning scenario. To ensure the health and safety of employees worldwide, the company provides standards for every EHS aspect of activities. The standards are fed by state-of-the-art technologies and science. They require local implementation at every site, also incorporating legislation for the country where it is based. The technique used in this study is dynamic computational modelling wielding the self-modelling network modeling approach. In the base scenario, the organization started with the implementation in a pilot phase. After a while the organization acknowledges it needs to take the lessons learned in the pilot and apply them to all other standards, enabling feed-forward and feedback learning within the organisation. Subsequently five alternative scenarios are described in which the organization is challenged with issues complicating the implementation process. The study shows the possibility of using a self-modelling social network in the execution of EHS activities. It demonstrates the importance of cooperation and open communication between the system owner, EHS expert and department. This is needed to be able to learn about processes and efficiently safeguard the organization and its members.
... Mental models are an important parameter in measuring learners' cognitive abilities because they reflect the extent of their understanding of the concepts or phenomena being studied [7][8][9]. Mental models allow learners to form internal representations of scientific concepts, helping them to connect theory with reality [10][11][12]. When learners have mental models that are accurate and in line with scientific concepts, they are able to describe, predict, and explain various physical phenomena logically and deeply. ...
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Understanding uniform motion is fundamental in physics education as it serves as a basis for comprehending more advanced physical phenomena. Despite its importance, students often struggle with interpreting graphical representations of relationships between position, velocity, acceleration, and time, leading to misconceptions. This study aims to map students' mental models of uniform motion through graphical representations to identify their conceptual understanding and common misconceptions. A cross-sectional study design was used, involving 198 senior high school students aged 16-17 from a private school in Tangerang, Indonesia. Students completed five essay-based tasks requiring them to construct and interpret graphs related to uniform motion. Responses were analyzed using a rubric categorizing mental models into scientific, synthetic, or initial levels based on accuracy and depth of understanding. Results revealed diverse mental model categories, with most students displaying a partial knowledge of alternative conceptions or scientifically inaccurate interpretations. Findings emphasize the significance of visual representations in facilitating conceptual change and addressing misconceptions. The study concludes by offering insights into instructional strategies that enhance students' understanding of uniform motion, mainly through improved graphical representations. This research contributes to physics education by emphasizing the integrating mental models and visualizations to strengthen conceptual learning.
... Pour les cédants, il est question de s'enrichir en augmentant leur pouvoir d'achat dans un pays où le salaire minimum est de 23 150F CFA et où un cadre de l'Ecole Nationale d'Administration perçoit 85 885F CFA contre 100 000F CFA dans le privé. Quant à Mathieu et al. (2000), ils révèlent que les cessions permanentes des terres sont conditionnelles aux allégeances des acquéreurs immigrés au groupe autochtone. Ent effet, ces auteurs indiquent l'acquisition des parcelles par les immigrés s'accompagne de devoirs vis-à-vis de la communauté d'accueil. ...
... Shared mental models are common knowledge constructs that team members hold regarding how they should behave in difficult situations (Cannon-Bowers et al. 1993). Some researchers divide shared mental models into two subtypes: teamwork and taskwork mental models (Mathieu et al. 2000). Previous literature suggests that team internal social capital promotes positive communication patterns and shared common visions and goals among team members. ...
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The mechanisms of team internal social capital and entrepreneurial learning relationships in new venture teams (NVT) are relatively under-studied. This study investigates the association between internal social capital and entrepreneurial learning and the mediating roles of shared mental models and organisation-based self-esteem. Study 1 collected data from 284 participants from 111 NVTs in Eastern China. The hypotheses were tested using a multilevel structural equation modelling technique. The findings showed that (1) team internal social capital positively influenced entrepreneurial learning, and (2) shared mental models and organisation-based self-esteem both mediated this relationship, unveiling a dual-process mechanism. In Study 2, we conducted semi-structured interviews with a convenience sample of 14 participants from 6 NVTs in Eastern China. The results showed that internal social capital shared mental models, and organisation-based self-esteem influenced entrepreneurial learning in NVTs. This study is one of the first to use qualitative and quantitative analyses to investigate the mechanisms underlying the relationship between team internal social capital and entrepreneurial learning. The results suggest that team internal social capital promotes positive entrepreneurial behaviour, highlighting the importance of team internal social capital and entrepreneurial learning in organisational development. It can also provide indicators for those wanting to support new ventures.
... 40,41 El debriefing educativo 3,42,43 es una conversación postevento, reflexiva e intencionada, donde dos o más personas trabajan sobre las brechas de desempeño desde una mirada profunda a través de la exploración de los modelos mentales individuales 44,45 y compartidos. [46][47][48] El debriefing, para lograr su objetivo debe tener cierta estructura que permita que el diálogo fluya. Una primera fase de orientación hacia la manera en que se llevará la conversación (navegar con propósito), posteriormente es necesario permitir que se genere una descarga de emociones de los participantes, ya que la alta emocionalidad se convierte en carga cognitiva extraña, la cual no permite procesar cognitivamente (emoción antes que cognición). ...
... Research highlights the importance of both similarity and accuracy in team mental models, with each uniquely contributing to performance (Mathieu et al., 2000). Interestingly, even shared but inaccurate mental models can improve coordination by aligning team members' actions. ...
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