Representative Learning Design and Functionality of Research and Practice in Sport

“These narrow performance landscapes are problematic for sport performers because they do not faithfully represent game conditions (Pinder, Davids, Renshaw, & Araújo, 2011b), at the expense of providing realistic learning conditions that are rich in relevant information that support collective…”

“30 Advocates of such nonrepresentative test designs in team sports (like the Loughborough passing test 55 or the soccer skill test of Russel et al. 29 ) often take a dualistic understanding as a basis for skill “ acquisition.”

“These are key points to ensure total understanding of surfing constraints and how the performance environment in training sessions for surfer’s perception-action coupling could be replicated as mentioned by Pinder et al. (2011).”

“Together, these elements constraint the game dynamics and supply a background against which coaches can then teach the who, when and how of driving conditions, ensuring that the players capture some of the preexisting competitive conditions and facilitating their reading of the collective context that calls for a driv…”

“, not direct Evasive step Attacker used a side step or crossover step before contact with the defender Combination Direct Lateral Evasive Step, Direct Evasive Step, Direct Lateral, Lateral Evasive Step Field Position A Attacker’s goal line to attacking 22m B Attacker’s 22m to the half-way C Defensive half-way line to…”

“Such an understanding would propose taking task-relevant constraints of specific situations as a starting point and to encourage players to gather specific experiences in regards to task-relevant properties and relations; a notion that perfectly follows a representative learning design (Pinder et al., 2011).”

“Analysis may help guide coaching staff on training practices that replicate and prepare athletes for the demands of competition.(2) Determining the form and function of events within the specifics of a sport for teams and individual athletes should inform the variables for quantification of performance and therefore t…”

“So, to develop decision-making, key stakeholders should consider the nature of the practice environment in order to ensure appropriate environmental information is available for the player to make appropriate decisions (Headrick et al. 2012; McGuckian et al. 2018; Pinder et al. 2011).”

“The application of a rules-based approach enables the complexity of RLD to be measured, through the identification of key constraint interactions based on both their frequency and their displayed influence on behaviours.”

“…(Memmert and Furley 2007), player creativity may be restrained by overbearing tactics (Ribeiro et al. 2019; Araújo et al. 2015) and players may be developing roles within a single way of playing the game, rather a broad range of appropriate strategies (Pinder et al. 2011; Phillips et al. 2010).”

“However, a major challenge with video-based training is that the videos are often captured from a distant third-person viewpoint, which reduces the fidelity of decision-making tasks compared to real-game scenarios (Pinder et al., 2011).”

“[8] suggests that representative learning design is critical for “ensuring that critical perception-action links remain intact” and the process is “fundamental to generality of experimental results” [9].”

“responses to those expected during competition (Pinder et al., 2011; Pinder, Headrick, & Oudejans, 2015).”

“Any modifications that are going to make a significant contribution to junior talent development need to maintain the fidelity of intra-individual and interindividual movement co-ordination patterns seen in adult games.(1,3,4,6) That is, the junior games need to “look and feel” like adult games,(1,3,4) enabling indivi…”

“We recommend the principles of the representative learning design (RLD) (i.e., coupling perception and action, and sampling perceptual information from the environment towards which the behaviour is generalised [i.e., game]) be used to shape future research (Pinder et al. 2011; Davids et al. 2012).”

“the functionality and fidelity of learning designs to ensure that training scenarios or tasks of assessment simulate the demands of competition (Pinder et al., 2011).”

“Performing actions in SSCGs enriches learning and, consequently, the development of soccer players (Ford et al., 2010; Pinder et al., 2011).”

“2017a, b) and allow the learners to attune their skills to the specific information sources that are prevalent in real incidents (Pinder et al. 2011).”

“…premise of RLD remains that tasks should aim to deliver functional couplings between perception and action processes by adequately sampling the key informational variables from within the competition context it is attempting to replicate (Pinder et al., 2011; Pinder, Headrick, & Oudejans, 2015).”

“As such, this interaction stimulates responses of trainees, that is, decision making and movement execution, based on information comparable to that in the work-related context (Ara ujo et al., 2007; Pinder et al., 2011).”

“The continuum of sidestepping situations described in the previous section also reflects a continuum of training practices, which can be further considered in the context of extant perceptual–cognitive training frameworks [79, 99].”

“…uno de los propósitos es diseñar con criterio tareas de entrenamiento que repliquen el contexto y condiciones de la competición con el objetivo de obtener la máxima optimización de las diferentes estructuras que conforman el ser humano deportista (SHD) (Pinder et al., 2011; Tarragó et al., 2019).”

“Brunswik’s (1956) original ideas have supported the importance of representative learning designs (Pinder, Davids, Renshaw, & Araújo, 2011), including affective learning designs (Headrick, Renshaw, Davids, Pinder, & Araújo, 2015), that can be used to guide the preparation of athletes for…”

“We suggest that researchers should endeavor to strike the balance between external validity and experimental control (Figure 1), and consider the concept of representative design (Pinder et al., 2011).”

“Ecological validity in this context refers to the similarity between cues that the performer can detect from the environment, and the extent to which they represent a competitive scenario (Araujo et al., 2007; Pinder et al., 2011).”

“In ecological dynamics, this premise is described by the concept of representative learning design [89].”

“By facilitating a representative practice design, relative to a real-world situation, the teacher promotes the possibility of relevant perception–action couplings (Pinder et al., 2011).”

“In line with recent theoretical accounts that call for representative task designs (e.g. Araújo, Davids, & Passos, 2007; Dicks, Davids, & Araújo, 2008; Pinder et al., 2011), when running in situ experiment in sports science, skilled performance should be based on comparable information sources – and athlete’ responses…”

“…motor skill, practice tasks should facilitate varied movement behaviours that are oriented toward specific goals but which are tailored to an individual ’ s action competencies (Araújo, Davids, & Passos, 2007; Davids, Araujo, Vilar, Renshaw, & Pinder, 2013; Pinder, Davids, Renshaw, & Araújo, 2011).”

“Consequently, coaches aim to design practice that represents the performance contexts and the information sources that are present during competition.(12) Task constraints are commonly implemented by coaches(13) and involve changing the field size, the number of players, or task goals, to name a few.”

“The use of RLD principles in training for sport (and skilled performance more broadly) is a more modern development [3] and is embedded within several sub-fields and theories such as ecological dynamics [4, 20] and meshed control [21, 22], along with practical methods such as the constraints-based approach to learning…”

“In the experimental literature this analysis is called an ecological task-dynamical analysis (Bennett et al., 2024; Leach et al., 2021a, 2021b; Snapp-Childs et al., 2015), while in the particular context of sports coaching it is referred to as representative learning design (RLD; e.g. Pinder et al., 2011).”

“Firstly, Pinder et al. 27 presented a clear case for perception – action coupling and sport-speci fi city in representative task design.”

“Representative learning design describes the composition of practice task constraints that represent performance environment settings [30].”

“A “one repetition focus” approach to practice aligns with the Representative Learning Design framework, 11 as this strategy represents the demands of competitive performance environments, in which a kicker has only one attempt at each kick.”

“In studying movement behavior: context is everything! The problems which confront athletes, as well as the coordination of IMS which emerge, will be highly specific to the performance context which they inhabit (48).”

“Enhanced representative design is essential to investigating these ideas in the context of two competing fighters attempting to perceive and act upon affordances that emerge for striking while interacting with one another (Pinder, Davids, Renshaw, & Araújo, 2011).”

“Retro-reflective motion capture, by nature, restricts the task representative design [8] and does not allow for game-like shooting conditions.”

“The variability of having realistic opponents helps simulate the performance environment,(84) so practicing batting skills with the inclusion of fielders in an open field environment during cricket training may allow the skill to transfer from training to a game situation.(20,24) Further investigations must be made be…”

“[8] cited concepts that use the Representative Learning Design framework promoting the functionality and fidelity of learning designs to ensure that training scenarios or assessment tasks simulate the demands of competition [33].”

“Therefore, the TED approach could be employed in the longterm development of an athlete,(63) especially during the stages of ‘‘learning to compete’’ and ‘‘learning to win’’ using RLD and ALD within the framework of nonlinear pedagogy.(23,39,58)”

“Lee ’ s coaching ideas began to develop and are closely aligned with the notion of representative learning design (Pinder et al., 2011), a fundamental principle of Nonlinear Pedagogy that harnesses a learner-centered environment, prioritizes search and exploration and embraces nonlinearity in…”

“Within the various sports, combat sports athletes have a particularity, mainly in the development of strategies to oppose certain actions of the adversary during matches in order to obtain some advantage (Hristovski et al., 2012; Krabben et al., 2018; Pinder et al., 2011).”

“the representativeness of their training exercises [11] through the manipulations of relevant task constraints [12].”

“VR environments have the capability to closely replicate the same, key information sources that a player experiences in a game to allow for the detection of affordances for action (Pinder et al., 2011).”

“…task was, therefore, relatively simple as it provided the participants with only one cue (ball trajectory) to focus upon and so the expertise of the higher-level umpires may not have been revealed due to the issues with (insufficient) representative design (Pinder, Davids, Renshaw, & Araújo, 2011).”

“Successful implementation of this approach is based on providing players with vital sources of information which players would search for in a game, but the activity itself does not need to perfectly replicate the game environment.(43) A learning environment which enables an athlete to think, feel and act as they woul…”

“(16), it has only quite recently made a long overdue entrance into the motor learning literature (17).”

“29,30 In the play, soccer players need to be able to read and respond in different performance contexts and adapt their actions to achieve their performance intentions (e.g. intercept a pass to an opponent, create a shooting opportunity, manipulate the ball past defenders in tight spaces and keep…”

“As such, a paradigm which seeks to evaluate or train perceptual-cognitive skills should incorporate practice designs that are more representative, encompassing perceptual, cognitive, and motor processes, while maintaining perception-action coupling (Pinder et al., 2011; Voigt et al., 2023).”

“…preparation for match-play within respective age-groups (e.g., designing age-specific training practices which are representative of match-play) (Pinder et al., 2011) preparation of players transitioning between age-groups (e.g., training prescription which prepares players for differing…”

“While representative design has generally failed to be integrated into the behavioral sciences, the relevance of applying this concept to sports psychology experiments has been argued for recently (Pinder et al., 2011).”

“Stage 5: pathway B stage 1 This stage is the transformation from purely non-specific games play to more constraining and tactical approaches in the nature of representative learning-designed games (RLD) (Pinder et al. 2011).”

“Finally, practitioners should ensure that (i) the degree of success of a performer’s actions is controlled for, and compared between contexts (supporting transfer of skill and learning), and (ii) performers are able to achieve specific goals by basing actions (movement responses, decision making) on comparable informa…”