What Is a Shared Mental Model?: How Elite Soccer Teams Stay in Sync
- Dr Paul McCarthy
- 3 hours ago
- 15 min read
Have you ever wondered how elite soccer teams execute complex tactics with split-second precision? The answer lies in a shared mental model, the overlapping mental representations of knowledge that allow teammates to anticipate each other's movements and decisions. These frameworks help teams improve collective decision-making and build tactical buy-in across the squad. Understanding what is a shared mental model and learning shared mental model examples can reshape how your team performs under pressure. In this piece, we'll break down the shared mental model definition, get into what is a key aspect of a shared mental model, and show you how professional teams develop these performance frameworks.
What is a shared mental model?
Shared mental model definition
A shared mental model represents a structured understanding or mental representation of knowledge that team members hold in common [1]. These are the overlapping cognitive structures that characterize the degree to which members hold similar knowledge about their task and team interactions more specifically [2]. The Encyclopedia of Applied Psychology defines this construct as shared understandings or representations of the team's goal, individual member tasks, and how the team will coordinate to achieve common objectives [3].
Mental models themselves are cognitive representations of external reality. Individuals use them to interpret situations and guide decision-making [2]. Collective performance reaches maximum potential when team members develop similar mental models [2]. Shared mental models function as knowledge structures held by team members that enable them to understand each other's needs and expectations in reality [1].
The shared mental model framework has two main types. Task-related mental models refer to knowledge and beliefs about goals, activities involved in performing a task, their sequence, and contingency plans [2]. Team-related mental models cover knowledge and beliefs about the roles and characteristics of team members, plus the team's communication and interaction patterns [2]. Both types comprise what team members know or believe to be true, along with what they prefer or expect.
Four distinct models operate within the shared mental model construct: equipment, task, team, and team interaction [1]. The equipment model concerns understanding the tools necessary to complete tasks. The task model reflects what needs to be done to complete specific objectives. The team member model denotes awareness about other members' skills, desires, habits, and beliefs. The team interaction model reflects knowledge about team processes [1]. Not all these models need similar alignment, but the task and team member models require strong overlap for team success. The team interaction model does too.
How shared mental models work in team sports
Shared mental models allow team members to anticipate each other's actions and reduce the amount of processing and communication required during performance [2]. Coordination becomes more fluid when the strength of a team's shared mental model is high such that all members share it. Coordination and information processing suffer when the strength is low and only some members share it conversely. Team members won't share the same purpose for actions [2].
Perceptual and decision-making issues become central within team sports. Performers must see situations in similar ways and make similar or mutually compatible decisions if appropriate action is to be taken and performance optimized [3]. Athletes interpret perceptual information by applying an implicit weighting scale to determine the pertinence of key factors effectively [3]. This commonality of perception across a team allows the formation of a shared mental model through both time-pressured thinking and action, along with appropriate feedback [3].
Research in sport contexts confirms these benefits. Studies in hockey and netball broke down the effect of shared mental models on performance variables [2]. Work in volleyball teams showed improved collective decision making, while football studies showed boosted team cohesion, collective efficacy, and tactical buy-in [2]. Research tracking shared mental model development over a season in football found improved cohesion and creativity in collective decision making throughout competitive situations [2].
The difference between individual and shared mental models
Individual mental models are personally held cognitive representations that guide how single athletes understand and respond to situations. Team members bring these idiosyncratic mental models of team purpose and process when they first join [3]. Making individual mental models explicit is only one step toward organizational learning, since perceptions of reality can vary widely among different people in the same setting [4].
Shared mental models emerge through a co-construction process rather than spontaneous development [3]. The group arrives at a shared understanding through discussion and joint work on how tasks will be completed. This has constructive conflict, where team members confront and jointly work through differences in understanding. Teams combine their points of view into a unified framework [3].
The first step in developing a shared mental model involves uncovering the individual, internalized mental models through discussion and group activities [5]. Individuals may spend time alone expressing their understanding of the research problem or system, then explain their representation to the rest of the team with time for questions and discussion [5]. The final step brings the conceptualizations together and negotiates what can be dropped, what is similar but expressed differently, and what still needs development [5].
Individual team members may work hard and remain committed but operate in different ways that lead to uncoordinated and discrepant efforts without a shared mental model [3]. Shared understanding within a team guides members to know when and what to communicate and to rely on mental models to predict what others need in contrast [3].
Why shared mental models matter for elite soccer teams
Faster decision-making on the pitch
Soccer decisions happen in complex and often unpredictable conditions. Players face high pressure and extreme time constraints [6]. Teams that develop a shared mental model can react faster and execute tactics with precision. Better decisions come from effective communication [2]. Shared understanding reduces the amount of processing and communication required during performance [2].
Players with strong shared mental models anticipate each other's actions without needing lengthy exchanges in practice. A team's shared mental model becomes stronger when all members share it. They become better able to anticipate each other's actions [2]. Research in football contexts confirms that shared mental models improve collective decision-making in volleyball teams. They serve to build team cohesion and collective efficacy in football [2]. Any player can recognize a developing situation and act in harmony with teammates due to this overlapping knowledge, even without verbal communication [7].
Improved team coordination during match play
Players can predict what their teammates will do, and coordination runs on this predictability [7]. Maximizing a team's knowing how to coordinate their actions is vital to success within team sports, with an effective shared mental model at its core [2]. Research tracking shared mental model development over a season in football found improved cohesion and creativity in collective decision-making throughout competitive situations [2].
Team members use their shared understanding to perform their own role based on their knowledge of what other team members are likely to do. This results in a coordinated team performance [2]. Players rely on their shared understanding to execute synchronized movements within a specific routine such as a corner kick or counterattack [2]. This makes it possible to predict what action others are likely to perform in certain situations [2]. Players understand each other's roles within a formation or set piece based on previous experience. Their knowing how to execute performance improves [2].
Better communication between players
The quickest ways to communicate between team members have been highlighted as a vital aspect of performance. This includes a reduced chance of performance-related mistakes [2]. A combination of experience together and the quickest ways to communicate boost shared understanding between team members [2]. Team communication is one of the most important components of successful teamwork in soccer [6].
Players demonstrate their improved shared understanding with non-verbal ways to communicate as experience increases [2]. Team members who have developed an accurate understanding of each other can only use non-verbal ways to communicate well. This improves their knowing how to work together as a team [2]. The time required to perform a specific action as a team decreases, such as executing an offside trap or a corner routine, to boost performance [2]. Team members develop familiarity with what certain instructions mean when they have experience performing together. This helps them perform their own roles more effectively [2].
Consistency under pressure
Shared mental models are especially important in high-pressure situations when the knowing how to communicate overtly or at length is restricted by pressures such as time or workload [6]. Teams need to rely on their shared mental models of the situation under conditions of excessive workload, time pressure, or other most important stressors. They also rely on models of the environment they're operating in and the interactions between their team members [6]. This has been shown to increase a team's knowing how to perform under pressure [6].
High team efficacy guides greater trust in teammates' decisions and more confident risk-taking such as committing numbers forward in attack. It also guides faster decision-making under pressure [7]. Low team efficacy breeds hesitation in contrast, with players second-guessing each other's actions. This slows play and disrupts coordination [7]. Performance remains consistent even when the match intensity increases when players trust that teammates will fulfill their role, whether tracking back, covering space, or attacking the box [7].
Key components of effective shared mental models
Building an effective shared mental model requires specific foundational elements that transform individual understanding into collective intelligence. These components are the foundations of how teams develop synchronized performance on the pitch.
Common language and terminology
Soccer's terminology provides the vocabulary through which players communicate complex tactical concepts in an instant. The sport has evolved a rich lexicon that describes everything in the game and its culture [8]. Defensive terms like "block tackle" and "jockeying" pair with offensive concepts such as "overlap" and "penetrate". This specialized language allows players to convey intricate ideas quickly.
Terms vary in different regions and create potential confusion. What British players call a "clean sheet" becomes a "shutout" in North American contexts [8]. Teams must establish their preferred terminology early. Words like "press", "cover", "drop", and "switch" carry specific meanings within each squad's tactical system. When a midfielder shouts "man on", every teammate understands an opponent is approaching the ball carrier.
This common vocabulary extends beyond match situations. Training ground language has phrases like "breaking pressure lines", "switching play", and "defensive transition" that frame how players think about game scenarios. The consistency of this terminology across coaching staff and players prevents misunderstandings during critical moments.
Position-specific roles and responsibilities
Each position carries distinct responsibilities that players must internalize within the team's framework. Goalkeepers serve as the last line of defense while acting as extra passing options for defenders during build-up play [2]. Modern goalkeepers distribute the ball with accuracy and initiate attacks. They need technical skills beyond shot-stopping.
Center backs provide defensive stability through physical strength and aerial dominance [2]. They also launch attacks by distributing passes to midfield or full-backs. Full-backs balance defensive duties covering flanks with offensive contributions. They push forward to support attacks and deliver crosses [2]. This dual responsibility demands stamina, tactical awareness, and speed.
Defensive midfielders act as links between defense and attack. They win tackles, intercept passes, and distribute with efficiency [2]. They shield the defense and dictate game tempo. The number eight contributes to both phases and helps transition from defense to attack while controlling possession [2]. Traditional playmakers operate in advanced midfield areas and create goal-scoring opportunities with precise passes.
Forwards work as primary goal scorers. Traditional strikers are strong, aerially dominant, and clinical [2]. Some teams use a false nine who drops deep to disrupt defenses and create space. Wingers add speed and creativity on flanks. They either cross into the box or cut inside to shoot [2].
Tactical understanding across moments of the game
Teams organize around four distinct game phases that require different responses. Players need clear understanding of their roles when the team has possession (attacking), when they don't have possession (defending), when possession is lost (transition from offense to defense), and when possession is regained (transition from defense to offense) [9]. These situations change depending on ball location and game context.
Players must understand spacing during build-up from goal kicks. They show for the person on the ball and handle pressured situations [9]. Breaking pressure lines becomes central, whether through dribbling or passing. Each decision forces subsequent decisions from surrounding players and requires constant resetting and attacking again [9].
Visual performance frameworks
Teams benefit from visual representations that map out tactical concepts. These show player positioning, movement patterns, and decision points. These frameworks translate abstract ideas into concrete images that players reference mentally during matches.
How elite soccer teams develop shared mental models
Developing a shared mental model follows a systematic progression that moves from a coach's original vision to a collectively owned performance framework. This process requires intentional design across multiple timeframes and learning environments.
Creating the original performance vision
The development process begins with what practitioners call an alpha version. This represents a clear and coherent understanding of performance variables in the coach's own mind [2]. This original vision thinks over the team's strengths, weaknesses, and characteristics across biological, psychological, and social dimensions [2].
A five-phase non-linear cyclic approach guides this development: (1) the development of a performance vision (2) the sport-specific skillset required to achieve this vision (3) tactical development (4) strategic development and (5) execution [2]. This approach identifies how slow off-line thinking built over macro, meso, and micro timescales can be transitioned into execution of coordinated action under high pressure [2].
One rugby defense coach used the club badge featuring a lion to generate shared language for the original performance vision [2]. This analogy included three principles: position the block (be in the best collective position), jaws (dictate where attacking players go and trap them), and bite (with maximum impact given the game situation) [2]. This imagery connected the defensive approach to the club's social identity as a working person's club where fans value effort, commitment, and tough play [2].
Co-construction with players and coaches
The alpha version transforms into a beta version through discussion and agreement with the wider coaching and playing group [2]. This co-construction extends beyond simple critique of the original vision to build deep mutual understanding [2].
Coaches work through workshops, interactions with peers, and one-on-one sessions to challenge, understand, and imagine how shared mental models fit into planning and practice over time [2]. Players offer critical thoughts on the vision through listening, constructive conflict at times, and extended discussion until the group reaches clear agreement [2].
Reciprocal knowledge exchange occurs between coaches and players during this process, with increased responsibility expected of players [2]. The defensive group in the rugby case study undertook weekly refinement sessions and learned different approaches in pre-season and in-season [2].
Slow off-field learning methods
Teams employ considered pedagogic approaches to build understanding before pitch application. These include slow walk and talk sessions to clarify player comprehension, team meetings, weekly reviews and previews of training, and analysis of game footage from other teams or previous performances [6].
Coaches combine this footage with various approaches including open discussions, direct instruction, and debate to increase awareness as players solve problems in small groups using classroom settings [6]. Problem-solving is heavily framed at the start where coaches frame particular problems, introduce where players should look, what they should look for, and why [6]. Frameworks are gradually removed as shared understanding increases over time and players identify, acknowledge, and solve problems presented [6].
Research shows that decision-making can be accelerated when a slow, considered, reflective, off-field digital environment is integrated with competitive in-action, on-field contexts [10].
Fast on-field training applications
Teams use bridging methods designed to transfer thinking from slow environments to fast pitch application following off-field work [6]. These drill practices are often low in physical fidelity but aim for conceptual fidelity [6].
Teams provide low physical demand, isolated practice that targets specific aspects of performance [6]. Faster on-field and representative activities allow players to recognize key cues, actions, and responses to typical and atypical game situations as the week progresses [6]. These fast and often more physically demanding sessions stress test the performance vision to assess whether individual mental models, roles and responsibilities, knowledge structures, and technical or tactical actions are shared amongst the whole playing group [6].
Regular review and refinement processes
Squads follow structured weekly cycles in-season. Squads debrief the previous week, review adjustments, identify what was learned, and establish intentions for the coming week on game day minus five (GD-5) [2]. The defensive group collectively plans the week and session content on GD-4 and primes players to drive themes and messages to the wider squad [2]. The group develops the game preview meeting highlighting key elements of their approach to beating the opponent on GD-2 [2].
Teams spend extensive time debriefing previous games rather than treating it as something to complete quickly in a few video clips [2]. This reflexivity maintains and refines shared mental models over time [7].
Shared mental model examples from professional soccer
Professional teams demonstrate shared mental models through repeatable patterns that players execute without constant verbal instruction. These examples reveal how theoretical frameworks translate into match performance.
In-possession attacking patterns
Pep Guardiola's Manchester City practices structured positional patterns during training sessions [11]. Wing backs stay wide with a 3-5-2 formation to create space for attacking midfielders. They receive the ball within half spaces and turn unmarked [11]. One pattern starts with the right center back passing inside to the middle center back. This player passes across to the left center back, who then finds the left wing back receiving wide [11]. The wing back passes to the attacking midfielder in the half space. The midfielder lays off to the defensive midfielder moving forward [11]. This player then passes to a dropping forward, who sets the ball to the other attacking midfielder. The final pass goes behind for the overlapping wing back [11].
Defensive transition strategies
Teams adopt two approaches when they lose possession: counter-press right away to win the ball back, or recover into defensive shape to start an out-of-possession phase [8]. The closest player to the ball must press right away to prevent forward play [8]. Teammates create numerical advantage around the ball to increase chances of regaining possession [8]. Players make quick decisions on whether to press or cover while they synchronize movements [8]. Communication across the team matters, with players further back guiding teammates in front who have better pitch views [8].
Out-of-possession organizational structure
England teams want to regain possession with intelligence and focus on winning the ball early through pressing, delay-deny-dictate tactics and emergency defending [12]. Teams pressurize opposition with strategy. The nearest defending player triggers attempts while the team maintains compact shape behind the ball [12]. Teams employ high press, mid-press from the attacking mid-third or low-press from the halfway line [12].
Player-led decision-making during games
Liverpool under Jürgen Klopp demonstrates constant pressing and quick attacking transitions. Central midfielders control pace and know when to press hard or stay back [13]. Players like Mohamed Salah and Sadio Mané move wide, cut inside or swap positions based on what they see [13]. Manchester City's Kevin De Bruyne guides the game and knows when to slow things down, switch sides or deliver passes to attackers [13].
Common challenges in implementing shared mental models
Implementing a shared mental model throughout an entire squad presents obstacles that can derail even well-designed frameworks. These challenges require proactive management throughout the development process.
Getting player buy-in from the squad
The original process of moving from the coach's alpha version to a collectively agreed beta version faces resistance when players believe certain approaches aren't feasible [2]. Encourage both coaching and playing groups to challenge the vision. This allows points of agreement and disagreement to be discussed, debated and resolved [2]. But selecting a small player group for intensive work leaves others excluded from key conversations [2]. Working with 40 players excluded from defensive discussions diffused engagement levels and stymied conversation quality [2].
Managing cognitive load during training
Working memory has a small capacity. It cannot hold large amounts of information [14]. Too much information results in cognitive overload and stymies learning [14]. Teams become guilty of chasing too many ideas and concepts. This waters down the effect of weekly learning opportunities [2]. Critical reflection revealed mistakes of getting too broad with excessive volume and detail [2].
Balancing structure with creative freedom
Teams need structure defensively, but attacking sides require freedom for creativity [9]. Things get messy quickly when three players move around freely and make teams easy to defend [9]. Players must improvise while keeping structure intact [9].
Maintaining consistency in the coaching staff
All coaches need shared and coherent understanding of the team's shared mental model [2]. Developing the coaches' understanding will give discipline and coherence with language and messaging when communicating with players [2].
Conclusion
A shared mental model transforms how your team performs when pressure increases. Then the difference between good teams and elite squads often comes down to how well players anticipate each other's movements without constant verbal instruction.
Establish common language first and co-construct your performance vision with players. Use slow off-field learning to build understanding and stress-test it through fast on-field training. The process takes time, but the results speak for themselves.
Your team already possesses individual talent. What you need now is the framework that turns those individuals into a synchronized unit capable of executing complex tactics with split-second precision.
Key Takeaways
Elite soccer teams achieve synchronized performance through shared mental models - the overlapping cognitive frameworks that enable players to anticipate teammates' actions without constant communication.
• Shared mental models accelerate decision-making under pressure by reducing processing time and enabling players to predict teammates' actions during critical match moments.
• Effective implementation requires co-construction with players, moving beyond the coach's initial vision to collectively agreed frameworks through discussion and refinement.
• Common language and position-specific roles form the foundation, creating the vocabulary and understanding that allows complex tactical concepts to be communicated instantly.
• Development follows a structured progression from slow off-field learning through classroom sessions to fast on-field training that stress-tests understanding under match conditions.
• Success depends on balancing structure with creative freedom while managing cognitive load and maintaining consistency across all coaching staff throughout the process.
When properly developed, shared mental models become the invisible force that transforms individual talent into collective intelligence, enabling teams to execute sophisticated tactics with the precision that separates elite performers from the rest.
References
[1] - https://eprints.whiterose.ac.uk/id/eprint/171115/6/Zamani Efpraxia Shared Mental Models final authors copy.pdf[2] - https://www.frontiersin.org/journals/sports-and-active-living/articles/10.3389/fspor.2023.1057143/full[3] - https://www.cambridge.org/core/books/shared-representations/shared-mental-models-in-sport-and-refereeing/40F28A11A73859D72A1D5F5814126B02[4] - https://thesystemsthinker.com/from-individual-to-shared-mental-models/[5] - https://www.sesync.org/resources/what-shared-mental-model-why-are-mental-models-useful-interdisciplinary-research[6] - https://pmc.ncbi.nlm.nih.gov/articles/PMC10266230/[7] - https://pmc.ncbi.nlm.nih.gov/articles/PMC8078083/[8] - https://www.fifatrainingcentre.com/en/practice/elite-sessions/transition-to-defending/defensive-transitions.php[9] - https://thebusbybabe.sbnation.com/2020/11/11/21557311/manchester-united-tactical-analysis-finding-the-balance-between-freedom-and-structure[10] - https://pubmed.ncbi.nlm.nih.gov/41221099/[11] - https://assets.soccertutor.com/newsletters/download/Pep-Guardiola-Positional-Patterns-of-Plays-Get-in-Behind-Defense.pdf[12] - https://www.thefa.com/bootroom/resources/england-dna/how-we-play/out-of-possession[13] - https://thetitansfa.com/player-led-tactics-mastering-team-success/[14] - https://www.soccercoachweekly.net/coaching-advice/how-players-learn-a-guide-to-cognitive-load-theory