The DOI matches its Crossref record; 202 of the 213 references it cites were found in a registry or an index; 4 of the 179 sources its claims cite were checked for support.
Principles derived from the study of simple skills do not generalize to complex skill learning
Open accessAbstract
We review research related to the learning of complex motor skills with respect to principles developed on the basis of simple skill learning. Although some factors seem to have opposite effects on the learning of simple and of complex skills, other factors appear to be relevant mainly for the learning of more complex skills. We interpret these apparently contradictory findings as suggesting that situations with low processing demands benefit from practice conditions that increase the load and challenge the performer, whereas practice conditions that result in extremely high load should benefit from conditions that reduce the load to more manageable levels. The findings reviewed here call into question the generalizability of results from studies using simple laboratory tasks to the learning of complex motor skills. They also demonstrate the need to use more complex skills in motor-learning research in order to gain further insights into the learning process.
Overview
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Written from the paper’s full text.
TL;DR
This review argues that motor-learning principles established with simple laboratory tasks often fail to transfer to complex skills. It proposes that low-demand tasks benefit from practice conditions that add challenge, whereas high-demand tasks benefit from conditions that reduce load.
Key findings
- Contextual interference effects are robust for simple tasks, but complex-skill studies are mixed: random practice sometimes helps, yet blocked practice is often better for novices or high-demand tasks. For example, Albaret and Thon found random practice best for the simplest drawing task, with the advantage shrinking and reversing as segments increased.
- Feedback effects differ by complexity: reducing feedback frequency usually helps simple skills, but complex tasks can benefit from more frequent feedback. On the ski simulator, 100% feedback produced later relative force onsets in retention than 50% or no feedback; in summary-feedback studies, optimal summary length was 5 trials for a complex simulated batting task versus 15–20 trials in simpler tasks.
- Feedback organization also differs: blocked feedback about one task component at a time improved complex ski-simulator learning relative to serial feedback, even after 4 days of practice, opposite to simple-task findings favoring random or serial schedules.
- Physical assistance and observational practice can help complex learning: ski poles improved later force onset and transferred to no-pole retention, while replacing 50% of physical practice with observation preserved retention and improved transfer; dyad training increased efficiency by at least 100% without sacrificing learning.
- Attentional focus matters mainly for complex skills: external focus instructions or feedback generally enhanced learning relative to internal focus, and in one study 16 participants chose an external focus versus 4 who chose an internal focus.
Methods
- Narrative review and theoretical synthesis, not a new empirical study.
- The authors contrast simple tasks (often one degree of freedom, mastered in one session, artificial) with complex tasks (multiple degrees of freedom, not mastered in one session, often ecologically valid).
- They review studies on contextual interference, feedback frequency and organization, physical guidance/assistance, attentional focus, and observational learning, using tasks such as barrier knockdown, ski simulator, stabilometer, bimanual coordination, and sport skills.
Limitations
- Stated: task complexity is multidimensional and difficult or impossible to quantify on a single continuum; the authors rely on qualitative judgments to classify tasks as simple or complex.
- Stated: research using complex motor skills is still relatively sparse, and some complex-skill findings, especially for contextual interference, are mixed or limited.
- Evident: as a narrative review, it does not use systematic search or meta-analytic synthesis; some cited evidence includes unpublished data and studies with small or specific samples, and the conclusions depend on selected comparisons across different tasks and paradigms.
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Claims the paper makes
4 of 179 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Thus, the CI effect has proven to be a fairly robust phenomenon, at least for the learning of simple skills in laboratory situations.”
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“These findings also challenge the assumption that a complete understandingof motor-learning processes can be gained by using simple laboratory-type tasks”
What the sources say
- Not checked — no full text of the sourcecites Adams, 1971 source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Principles derived from the study of simple skills do not generalize to complex skill learning”
- Also stated in: § Texas A&M University, College Station, Texas · hedged
“The findings reviewed here call into question the generalizabilityof results from studies using simple laboratory tasks to the learning of complex motor skills.”
- Also stated in: § Cognitive Effort and Information-Processing Demands · hedged
“indicating that at least some of the principles that have been found for the acquisition of simple skills do not generalize very well to the learning of more complex skills.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Also stated in: § Texas A&M University, College Station, Texas · hedged
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“the development of a movement representationfor a more complex skill that requires the coordinationof many degrees of freedom and may initially be stored as a series of relatively independent subcomponents typically takes considerably longer and inherently requires more effort and informationprocessing activities on the part of the learner.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Although some factors seem to have opposite effects on the learning of simple and of complex skills”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“no one continuum is satisfactory in quantifying the complexity of the wide variety of motor tasks that have been investigated.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“other factors appear to be relevant mainly for the learning of more complex skills.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“a ski simulator task, for example, that requires several days of practice to develop moderate levels of skill is initially more complex than typical barrier-knockdown tasks or sequential keypress tasks in which performance asymptotes are sometimes achieved in as little as 54 trials”
What the sources say
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“when the relative timing pattern required is greatly simplified by making the segment requirements equal across the task (Wright & Shea, 2001), the advantages of blocked, relative to random, practice on relative timing learning are lost.”
What the sources say
- Not checked — no full text of the sourcecites Wright & Shea, 2001 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesNone of the sources cited for this claim have been checked yet.
In the paper
“Overall, the studies in which the effects of feedback frequency (Wulf, Shea, & Matschiner, 1998) and feedback organization (Wulf & Bühner, 1996;Wulf, Hörger, & Shea, 1999) on the learning of a complex task, such as the ski simulator task, were examined demonstrate that the findings derived from simple-task learning studies do not generalize very well to complex skill learning.”
What the sources say
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: The simple and complex tasks compared across the reviewed studies are sufficiently comparable that differences in findings can be attributed to task complexity rather than to other methodological differences.
- Rests on an assumption: Task complexity is a well-defined property that distinguishes simple laboratory tasks from complex motor skills.
- Probably not a substantial claim. 39
- It may state two separate claims as one. 57
- Not yet classified. 21
- The quote only partly states this claim. 1
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Lower levels in an action's identity structure refer to the details of the action, such as the specific movements (e.g., striking the correct keys on a piano), whereas higher levels are more related to the effects of the action (e.g., playing the melody).”
What the sources say
- Not matchedcites Vallacher & Wegner, 1985
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Supportedcites Vallacher & Wegner, 1987 source
The “Levels of Identification” section (p. 2) says lower-level identities convey the details of how an action is done, while higher-level identities indicate why it is done or what its effects are. It also describes lower levels as more movement-defined, supporting the citing sentence’s distinction. (LLM, conf=0.94)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
- Not matched
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“In their action identification theory, Vallacher and Wegner proposed a hierarchical order of action identities that are used in the control of action.”
What the sources say
- Not matchedcites Vallacher & Wegner, 1985
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Supportedcites Vallacher & Wegner, 1987 source
The Levels of Identification section (p. 2) explicitly describes an action’s identity structure as a hierarchical arrangement of identities. The opening summary (p. 1) and Summary and Conclusions (p. 11) connect levels of identification to maintaining and controlling action. (LLM, conf=0.93)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“If the performer selects too low a level of action control-for example, because of pressure to perform well-performance is often disrupted.”
What the sources say
- Not matchedcites Vallacher & Wegner, 1985
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Partly supportedcites Vallacher & Wegner, 1987 sourceExperimental — accuracy not yet measured
The Performance Impairment section (p. 7) says that controlling an easy or familiar action at too low a level can disrupt it. It does not say disruption occurs often; it also describes pressure to perform well as emphasizing higher-level meanings, rather than as an example of selecting too low a level. (LLM, conf=0.85)
Strength:plain· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“They argued that if lower and higher levels of action identity are available, higher level identities become prepotent.”
What the sources say
- Not matchedcites Vallacher & Wegner, 1985
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Supportedcites Vallacher & Wegner, 1987 source
The Theoretical Principles section (p. 3) states this as the theory’s second principle: when both lower- and higher-level act identities are available, the higher-level identity tends to become prepotent. The citing sentence accurately paraphrases that principle. (LLM, conf=0.95)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“random practice is usu-ally more effective than blocked practice when it comes to the learning of simple skills, for which the memory demands are relatively low, and/or when participants are experienced to the extent that they have functionally reduced the demands on memory”
- Also stated in: § Contextual Interference · hedged
“For the learning of more complex skills for which memory and processing demands are high, blocked practice might be more effective, at least early in the learning process.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Contextual Interference · hedged
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It is conceivable that introducing additional demands for the learner during this process is actually detrimental, rather than beneficial, because the additional demands compete with the essential processing activities for a limited amount of processing capacity during the learning process.”
Not yet classified.
- Rests on an assumption: Learners have a limited amount of processing capacity.
In the paper
“J. B. Shea and Morgan (1979) were the first to demonstrate the CI effect for motor skill learning.”
What the sources say
- Not checked — no full text of the sourcecites J. B. Shea & Morgan, 1979 source
Strength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“functional task complexity changes as a result of expertise.”
- Also stated in: § THEORETICAL AND REVIEW ARTICLES · plain
“as an individual performer develops expertise with a task, the functional complexity of the task decreases.”
What the sources say
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Also stated in: § THEORETICAL AND REVIEW ARTICLES · plain
None of the sources cited for this claim have been checked yet.
In the paper
“One study that found benefits of high-CI practice for the learning of a sport skill is a study by Smith and Davies (1995), who used the Pawlata kayak roll.”
- Also stated in: § Contextual Interference
“Wrisberg and colleagues (Wrisberg, 1991;Wrisberg & Liu, 1991) have found additional convincing evidence for the greater effectiveness of practice conditions that included frequent changes between tasks.In both studies, alternating different serves produced more effective learning than did blocked practice.”
What the sources say
Not yet classified.
- Also stated in: § Contextual Interference
In the paper
“because a random practice order of different tasks exercises retrieval processes that later facilitate test performanceand therefore requires more effort than does blocked practice-performance at the time of the test is usually enhanced”
What the sources say
- Not checked — no full text of the sourcecites Magill & Hall, 1990 source
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“Since the J. B. Shea and Morgan (1979) study, the learning advantages of random, as compared with blocked, practice have been replicated in numerous laboratory experiments.”
What the sources say
- Not checked — no full text of the sourcecites J. B. Shea & Morgan, 1979 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“situations with low processing demands benefit from practice conditions that increase the load and challenge the performer, whereas practice conditions that result in extremely high load should benefit from conditions that reduce the load to more manageable levels.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“complex skill learning might be enhanced by providing the learner with practice conditions that facilitate performance (at least until a relatively stable movement presentation is acquired).”
Not yet classified.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“For relatively simple skills, a rough movement representation may be developed within a few practice trials, and it is easy to see that a further refinement of the skill is dependent on the extent to which the learner is challenged by the practice conditions.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“In general, however, the tasks used to examine the effects of these variables on learning have been relatively simpleoften including only one degree of freedom, requiring comparatively small amounts of practice to reach performance asymptotes, and placing relatively modest demands on attention,memory, and/or processing capacity.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
In the paper
“making augmented feedback difficult to use-for example, by delaying it or by withholdingit on some practice trials-has been argued to be beneficial for test performance because it forces learners to develop their own internal error-correction-and-detection mechanisms”
What the sources say
- Not checked — no full text of the sourcecites Schmidt, 1991a source
Not yet classified.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“practice conditions that promote additional cognitive effort (Lee, Swinnen, & Serrien, 1994) or require the learner to engage in additionalinformation-processing activities that are critical for test performance (Schmidt & Bjork, 1992) are most effective for learning.”
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“it is also possible that complex skills are sensitive to variables that are not particularly relevant for simple skills.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“whereas the CI effect has been demonstrated fairly consistently for relatively simple laboratory tasks, this does not seem to be the case for more complex skills.”
Not yet classified.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“delaying the feedback for a few seconds has been found to produce more effective learning than does giving feedback immediately after or even concurrently with the movement”
What the sources say
Not yet classified.
None of the sources cited for this claim have been checked yet.
In the paper
“a number of recent experiments (e.g., Lai & Shea, 1998, 1999;Lai, Shea, Wulf, & Wright, 2000;C. H. Shea, Lai, Wright, Immink, & Black, 2001;Whitacre & Shea, 2000) consistently found relative timing advantages for constant and blocked practice, relative to serial and random practice, directly opposite the typical CI effect.”
What the sources say
Not yet classified.
In the paper
“partial reinforcement has been shown to slow acquisition but also to maintain learning for much longer than continuous reinforcement does.”
What the sources say
- Not checked — no full text of the sourcecites Tarpy, 1982
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Wright, Li, and Whitacre (1992; also see Lee, Wishart, Cunningham, & Carnahan, 1997) found that additional processing disrupted learning under random-practice conditions but had positive effects under blocked conditions.”
What the sources say
- Not checked — no full text of the sourcecites Wright, Li, & Whitacre, 1992 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“one set of findings that argues against such an explanation for human learning is that beneficial learning effects of reduced feedback are seen not only in no-feedback retention tests, but also in 100% feedback retention tests.”
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Thus, contrary to studies that used more simple tasks in which reducing the relative feedback frequency was more beneficial for learning than was providing learners with feedback after or during every practice trial (e.g., Schmidt & Wulf, 1997;Winstein & Schmidt, 1990;Wulf & Schmidt, 1989;Wulf et al., 1993), the learning of this more complex task was enhanced by 100% feedback.”
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The simple and complex tasks compared across the reviewed studies are sufficiently comparable that differences in findings can be attributed to task complexity rather than to other methodological differences.
In the paper
“Furthermore, only the 100% group was significantly more effective than the control group, whereas the 50% group did not differ significantly from either group.”
What the sources say
- Not checked — no full text of the sourcecites Wulf, Shea, & Matschiner (1998) source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Schmidt, Lange, and Young (1990) showed that the optimal number of summary trials for a more complex simulated batting task was lower than those found for more simple tasks.In this case, a summary of 5 trials was more beneficial than longer (15) or shorter (1) feedback summaries.”
What the sources say
- Not checked — no full text of the sourcecites Schmidt, Lange, and Young (1990) source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This suggests that although the principles underlying animal reinforcement and feedback in humans have some similarities, they show some important differences as well.”
Not yet classified.
In the paper
“Interestingly, this advantage occurred even though the feedback given in the Wulf, Shea, and Matschiner (1998) study was continuous and concurrent.”
What the sources say
- Not checked — no full text of the sourcecites Wulf, Shea, and Matschiner (1998) source
Not yet classified.
In the paper
“complex tasks, presumably requiring considerably more memory capacity per task, may exceed the capacity of the performer.This may be especially true early in practice, where a single complex task may be initially stored as a series of subcomponents”
What the sources say
- Not checked — no full text of the sourcecites Povel & Collard, 1982 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Although the learning of simple skills seems to benefit from reducing or delaying the augmented feedback (although this effect appears to be stronger for variable practice conditions; see Lai & Shea, 1998)”
What the sources say
- Not checked — no full text of the sourcecites Lai & Shea, 1998 source
Not yet classified.
In the paper
“However, the group that had received the most feedback (100%) during practice showed a clear performance improvement across trials, whereas the 50% feedback group showed no such performance gains, and the control group even demonstrated a performance decrement.”
What the sources say
- Not checked — no full text of the sourcecites Wulf, Shea, & Matschiner (1998) source
Strength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“whereas relatively long feedback summaries benefited the learning of a relatively simple striking task for both novice and experienced participants, as well as the learning of a more complex double-striking task for experienced participants, single-trial feedback was more effective than longer feedback summaries for novices trying to learn a complex task.”
What the sources say
- Not checked — no full text of the sourcecites Guadagnoli et al. (1996) source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Rather, it seems that the participants in the 100% feedback group developed a more effective error-detection-and-correction mechanism (e.g., Salmoni et al., 1984;Schmidt, 1991a), as compared with the 50% feedback and no-feedback (control) conditions, which enabled them to demonstrate further performance improvements even in the absence of feedback.”
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“immediate reinforcement is more effective than delayed reinforcement in animal learning, but this is not the case for skill learning in humans.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“In this experiment, the beneficial effects of blocked practice were seen in amplitude, whereas there were no significant group differences in force onset (even though feedback was given about force onset, as in Wulf & Bühner, 1996)”
What the sources say
- Not checked — no full text of the sourcecites Wulf, Hörger, and Shea (1999) source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“concurrent feedback typically has strong performance-enhancing effects during practice, but results in clear performance decrements, relative to postresponse feedback, when it is withdrawn in retention or transfer tests”
What the sources say
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“it seems to have clear benefits for more complex skills.”
Strength:boosted· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“A number of studies have demonstrated that the performer's focus of attention can have a decisive influence on performance and learning.”
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“That is, the negative effects thought to be associated with the guidance provided by frequent feedback seem to be reduced.”
Not yet classified.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“For complex movements with many degrees of freedom, such as those encountered in many sports situations, there might actually be advantages to using physical assistance procedures, corroborating the view that complex skill learning benefits from reducing the demands imposed on the learner.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The simple and complex tasks compared across the reviewed studies are sufficiently comparable that differences in findings can be attributed to task complexity rather than to other methodological differences.
- Rests on an assumption: Task complexity is a well-defined property that distinguishes simple laboratory tasks from complex motor skills.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the benefits in force onset provided by the poles during practice were not only temporary effects.Rather, these benefits transferred to a situation in which no poles could be used, and they were relatively permanent in nature; that is, the poles enhanced the learning of a more efficient movement pattern, relative to practice without poles.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“some principles or phenomena that could be relevant for the learning of complex skills might be less powerful or might not show up in tasks such as those typically used in the laboratory.”
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“It is conceivable that physical assistance is conducive to learning to the extent that it allows the learner to explore the”
What the sources say
- Not checked — no full text of the sourcecites Newell, 1991 source
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Wulf and Weigelt found that the instructions did not enhance the learning of this task; rather, they were detrimental to performance during practice and transfer to a”
What the sources say
- Not checked — no full text of the sourcecites Wulf & Weigelt, 1997 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“One characteristic of complex motor skills that is difficult to simulate with simple tasks is that the performer can direct his or her attention to various aspects of the task.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“On the ski simulator, the poles might have enabled learners to experience (consciouslyor unconsciously) that it is more effective to shift the weight from the outer to the inner foot relatively late-that is, to delay the force onset of the inner foot.This experience provided by the poles served to shorten the learning process and enabled the learners to reach a given level of performance in less”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“The results indicated that the latter condition was much more effective for the production of large movement amplitudes than was the internal focus condition in both practice and retention, which was not different from a control condition without additional instructions”
What the sources say
- Not checked — no full text of the sourcecites Wulf, Höß, & Prinz, 1998 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Todorov et al. argued that the highest level of motor planning and control seems to be in terms of the kinematics of the endeffector and that, therefore, the feedback given to the learner should be most effective if it represents the movements of the end-effector, rather than the body movements.”
What the sources say
- Not checked — no full text of the sourcecites Todorov, Shadmehr, & Bizzi, 1997 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“A considerably greater number of participants chose to focus on the markers that were located in front of their feet (n = 16), rather than on the feet themselves (n = 4).”
What the sources say
- Not checked — no full text of the sourcecites Wulf, Shea, & Park, 2001 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It should also be noted, however, that feedback in complex tasks is generally not as prescriptive as it often is in many of the simple tasks that have been used in this context.In complex tasks, there are often different components that have to be coordinated to produce skilled performance, making it much more difficult for a single feedback measure to be truly prescriptive.”
Not yet classified.
In the paper
“Furthermore, this advantage in the movement outcome was not accomplished at the expense of movement form.As was determined through expert ratings, both types of feedback led to similar improvements in form.”
What the sources say
- Not matchedcites Wulf et al., in press
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These results again suggest that there may be limitations to the generalizabilityof findings from studies using typical laboratory tasks with few degrees of freedom.”
Not yet classified.
- Rests on an assumption: The simple and complex tasks compared across the reviewed studies are sufficiently comparable that differences in findings can be attributed to task complexity rather than to other methodological differences.
- Rests on an assumption: Task complexity is a well-defined property that distinguishes simple laboratory tasks from complex motor skills.
None of the sources cited for this claim could be matched to a paper in Crossref, so there is nothing to check it against.
In the paper
“As Schmidt (1988Schmidt ( , 1991b;;Schmidt & Wrisberg, 2000) points out, the benefits of (physical) guidance seem to be mainly temporary in nature.Guidance often has strong performance-enhancing effects during practice, when it is present; yet when it is withdrawn in retention or transfer tests, performance is often less effective than that of learners who practiced the task without or with less”
What the sources say
- Not matchedcites Schmidt, 1988
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not matchedcites Schmidt, 1991b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not matchedcites Schmidt & Wrisberg, 2000
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“In that experiment, the learning of the stabilometer task was also enhanced by an external focus of attention (markers attached to the board in front of each foot), relative to an internal attentional focus (feet).”
What the sources say
- Not checked — no full text of the sourcecites Wulf, Höß, & Prinz, 1998 source
Not yet classified.
In the paper
“More important, though, when the poles were removed in retention, the group that had practiced with the poles showed no performance decrements in amplitude or force onset.Both groups had very similar amplitudes in the delayed retention test, and even more interesting, the pole group demonstrated superior learning with regard to relative force onset.”
What the sources say
- Not checked — no full text of the sourcecites Wulf, Shea, & Whitacre (1998) source
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Together, these results suggest that whereas the learning of simple tasks might be enhanced by making practice more”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The simple and complex tasks compared across the reviewed studies are sufficiently comparable that differences in findings can be attributed to task complexity rather than to other methodological differences.
- Rests on an assumption: Task complexity is a well-defined property that distinguishes simple laboratory tasks from complex motor skills.
In the paper
“The results demonstrated that learning was more effective not only when performers were given external-focus instructions, relative to internal-focus instructions, but also when they were provided”
What the sources say
- Not matchedcites C. H. Shea & Wulf, 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“Here again, the external-focus instructions greatly enhanced the accuracy of the shots in practice and in delayed retention, as compared with the internal-focus instructions.”
What the sources say
- Not checked — no full text of the sourcecites Wulf, Lauterbach, & Toole, 1999 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
In the paper
“They found that a nonawareness strategy and the so-called fivestep approach, in which performers were instructed to focus on a situational cue (e.g., the center of the target), resulted in more effective practice performance and (immediate) dual-task transfer than did an awareness strategy, in which learners were to focus on their own movements.”
What the sources say
- Not checked — no full text of the sourcecites Singer, Lidor, & Cauraugh, 1993 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“although the movement form in the novice group was degraded by internalfocus feedback during practice, this group caught up with the external-focus group in the retention test, where the feedback was withdrawn.”
What the sources say
- Not matchedcites Wulf et al., in press
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“these findings seem to suggest that feedback can have the capacity to induce an external focus of attention, independent of attentional focus instructions, that benefits performance and learning.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“It is also interesting to note that the withdrawal of the feedback in retention had no detrimental effect on performance.”
What the sources say
- Not matchedcites C. H. Shea & Wulf, 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
In the paper
“touching the curtain significantly reduced postural fluctuation,as compared with not touching it, but only when the participants were asked to minimize movements of the curtain resulting from their touch (touchrelevant condition).”
What the sources say
- Not checked — no full text of the sourcecites Riley, Stoffregen, Grocki, & Turvey, 1999 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“the feedback provided to learners in the C. H. Shea and Wulf (1999) study generally enhanced performers' ability to maintain their balance on the stabilometer, relative to no feedback, even though the feedback could have been argued to be redundant with respect to their intrinsic feedback”
What the sources say
- Not matchedcites C. H. Shea & Wulf, 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“As one would expect, the use of poles clearly facilitated performance.That is, the pole group produced larger amplitudes than did the group that practiced without poles throughout the acquisition phase.In addition, the pole group demonstrated later relative force onsets (see Figure 3), indicating that the poles also facilitated the production of a more efficient movement pattern (Wulf, Shea, &”
What the sources say
Not yet classified.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“On the stabilometer task, on the other hand, the poles might have prevented the performer from exploring the perceptual-motor workspace.For example, because of the additional support provided by the poles, learners were able to keep the stabilometer platform”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“First, there may be fundamentally more to”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Prinz argued that there is a common representational medium for perception and action.”
What the sources say
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“For the most part, observational learning, although generally considered not as effective as physical practice, has been demonstrated to be a viable method of practicing complex motor skills”
What the sources say
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Highfrequency responding has been argued to be a characteristic of a biologicalsystem with more active degrees of freedom, whereas constrained or compromised perceptualmotor systems exhibit lower frequency components”
What the sources say
- Not matchedcites Newell & Slifkin, 1996
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Not yet classified.
- Not matched
In the paper
“Prinz and colleagues (Prinz, 1992(Prinz, , 1997;;Prinz, Aschersleben, Hommel, & Vogt, 1995) and Hommel (1997) have taken up James's and Lotze's ideas that actions are planned and controlled by their intended effects (action effect hypothesis; Prinz, 1997).”
What the sources say
- Not checked — no full text of the sourcecites Prinz, 1997 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“External-focus participants demonstrated lower probe RTs than did internal-focus participants, indicating reduced attention demands associated with an external focus.”
What the sources say
- Not checked — no full text of the sourcecites Wulf, McNevin, & Shea, 2001 source
Not yet classified.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“In summary, it is important to note that, to date, research on focus of attention has been directed only to relatively complex skills.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
In the paper
“This issue is illustrated by Burwitz (1975), who found observation beneficial when he used a Bachman ladder task, a relatively complex task, in one experiment and no differences when a pursuit rotor task, a simple task, was used in another experiment.”
What the sources say
- Not matchedcites Burwitz, 1975
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“These theorists have argued that because observers do not actually execute the movement and do not process direct sensory information, observers are not as effective as the model, who is physically practicing a skill, in learning to scale the movement sequence.”
What the sources say
- Not matchedcites Scully & Newell, 1985
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✗ Asserted: fails✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The authors may not put it forward as true. The paper’s conclusions may not depend on it.
- Not matched
In the paper
“According to Lotze, movements are represented by codes of their perceived effects, and the desired outcome has the power to guide the action so that this outcome is achieved.”
What the sources say
- Not matchedcites Lotze, 1852
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
- Not matched
In the paper
“Thus, one advantage of focusing attention on a (distant) movement effect seems to be that it allows unconscious processes to control the movements required to achieve this effect, resulting in fast movement adjustments and generally enhanced performance and learning.”
What the sources say
- Not matchedcites McNevin et al., in press
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
- Not matched
In the paper
“In a similar vein, Gould (1980) suggested that observation was more effective when the informational load of the task was high, which is often the case for complex tasks, than when it was low, which is more typical of simple tasks.”
What the sources say
- Not matchedcites Gould, 1980
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Not yet classified.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, even though observational practice might not be as effective as physical practice in training specific task characteristics, because some types of important processing are unique to physical practice and cannot be developed effectively during observation, observational practice is viewed as a viable training method for teaching general characteristics of complex tasks.”
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, these results are in line with the view that complex skill learning can be enhanced by reducing the attentional and/or motor control demands associated with it.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“William James (1890) already had suggested that actions are controlled more effectively if attention is directed to the (intended) outcome of the action, or its”
What the sources say
- Not matchedcites James, 1890
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
In the paper
“Todorov et al. showed that the learning of table tennis shots was enhanced by providing performers with concurrent feedback about the trajectory of their paddle (in relation to the paddle trajectory of an expert).Those participants receiving this type of feedback were more accurate in hitting the target than were the participants who were provided verbal feedback (on gross errors) and who hit 50%”
What the sources say
- Not checked — no full text of the sourcecites Todorov et al., 1997 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“According to this view, efferent and afferent codes can be generated and maintained in a commensurate way only at a distant level of representation.”
What the sources say
- Not checked — no full text of the sourcecites Prinz, 1992 source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“When the task demands are relatively simple, this may not be important, but when the demands are high and subcomponents must be properly integrated, the influence could be much larger.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“However, other experiments have shown little or no benefit of observation (e.g., Brown & Messersmith, 1948;Burwitz, 1975;Wright, Li, & Coady, 1994).”
What the sources say
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
None of the sources cited for this claim have been checked yet.
In the paper
“However, observers appear to be able to extract information necessary to construct appropriate coordinationpatterns (Schönfelder-Zohdi, 1992;Scully & Newell, 1985;Whiting, 1988) and determine appropriate implementation strategies (Kohl & Shea, 1992).”
What the sources say
- Not matchedcites Schönfelder-Zohdi, 1992
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not matchedcites Scully & Newell, 1985
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites Whiting, 1988 source
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“According to this hypothesis, performers focusing on their body movement, or on an effect that occurs in close proximity to their body, tend to actively intervene in the control of their movements.”
What the sources say
- Not matchedcites McNevin et al., in press
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Not yet classified.
- Not matched
In the paper
“This led Burwitz to conclude that the benefits of observation were mediated by task difficulty.”
What the sources say
- Not matchedcites Burwitz, 1975
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Not yet classified.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The issue of learning efficiency, although relevant to the study of both simple and complex skill learning, is especially important for complex skills, because these skills generally take longer to learn, often are more physically demanding, in many cases introduce the potential for more risk, and generally require more specialized equipment or facilities than do simple skills.”
Not yet classified.
- Rests on an assumption: Complex skills generally take longer to learn, are more physically demanding, carry more risk, and require more specialized equipment or facilities than simple skills.
In the paper
“Both feedback and an external focus of attention enhanced learning of the stabilometer task.”
What the sources say
- Not matchedcites C. H. Shea and Wulf (1999)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These findings demonstrate that alternating observational practice with physical practice trials can be quite effective, presumably because the interspersed observational trials give learners the opportunity to perform information-processing activities that they would not be able to do while performing a complex, highly attention-demanding skill.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“In the experiments by Shebilske et al. (1992) and C. H. Shea et al. (2000), doubling the number of participants trained without an increase in time and other resources led to increases in training efficiency of at least 100%, while not sacrificing, and even enhancing, learning effectiveness.”
What the sources say
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Providing learners with observational practice during rest intervals-for example, by having them watch a partner perform-would enhance training efficiency, since two (or more) learners could be trained in the same amount of time as one.”
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A claim is checked only against the cited paper’s full text, never its abstract, and none is available for its sources.
In the paper
“Furthermore, random practice, which has often been shown to enhance motor learning when simple tasks were used, does not seem to be beneficial for the learning of more complex tasks (or for inexperienced learners); rather, blocked practice can result in more effective learning in these cases (e.g., Albaret & Thon, 1999;Hebert et al., 1996;J. B. Shea & Morgan, 1979).”
What the sources say
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Until these boundary conditions are determined, valid principles and, thus, comprehensive theories cannot be developed.”
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“If physical and observational practice offer unique opportunities for processing that may independently increment learning, acquisition protocols that combine physical and observational practice should be effective training procedures.”
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.
In the paper
“On test games that required control of the whole task, however, there were no differences between groups-that is, both groups showed the same amount of learning (also see Jordan, 1997, for a meta-analysis).”
What the sources say
- Not matchedcites Jordan, 1997
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Simple tasks, on the other hand, for which cognitive demands tend to be much lower, may not benefit as much from the reduced processing loads characteristic of observational practice.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
- Rests on an assumption: Simple motor tasks tend to have much lower cognitive demands than complex tasks.
None of the sources cited for this claim have been checked yet.
In the paper
“It is also important to note that combined observation and physical practice protocols have the potential to greatly increase learning efficiency without sacrificing learning effectiveness (C.H. Shea et al., 2000;C. H. Shea et al., 1999).”
What the sources say
- Not checked — no full text of the sourcecites C.H. Shea et al., 2000 source
- Not matchedcites C. H. Shea et al., 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Clearly, from a personal standpoint, observational practice requires the expenditure of less physical energy, reduces the risk of injury, and is not dependent on equipment or specific space requirements, as in the case of physical practice.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
- Rests on an assumption: Observational practice requires less physical energy, reduces injury risk, and is less dependent on equipment or specific space than physical practice.
In the paper
“Even though there was an initial performance decrement under dyad practice conditions in acquisition, relative to individual practice, the dyad group participants quickly caught up with the individual group participants and even tended to be more effective at the end of the acquisition phase (see Figure 6).”
What the sources say
- Not matchedcites C. H. Shea et al., 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“The results showed that practice with a partner was more effective than individual practice.”
What the sources say
- Not matchedcites C. H. Shea et al., 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We do believe, however, that the inclusion of more complex and ecologically valid tasks in our research would further enhance our understanding of learning.”
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, since complex skills are generally more attention demanding, the beneficial effects of observational practice should be seen more clearly for complex tasks.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: Complex motor skills generally impose higher attention demands than simple motor skills.
The paper relies on this without support.
Learners have a limited amount of processing capacity.
“compete with the essential processing activities for a limited amount of processing capacity during the learning process.”
The paper relies on this without support.
The simple and complex tasks compared across the reviewed studies are sufficiently comparable that differences in findings can be attributed to task complexity rather than to other methodological differences.
“In contrast to the simple laboratory tasks used in many studies, reducing relative feedback frequency did not enhance learning of the ski simulator task.”
The paper relies on this without support.
Task complexity is a well-defined property that distinguishes simple laboratory tasks from complex motor skills.
“Guadagnoli, Dornier, and Tandy (1996) directly demonstrated that task complexity, as well as task-related experience, interacted with the optimal number of trials summarized.”
The paper relies on this without support.
Complex motor skills generally impose higher attention demands than simple motor skills.
“Thus, since complex skills are generally more attention demanding, the beneficial effects of observational practice should be seen more clearly for complex tasks.”
The paper relies on this without support.
Simple motor tasks tend to have much lower cognitive demands than complex tasks.
“Simple tasks, on the other hand, for which cognitive demands tend to be much lower, may not benefit as much from the reduced processing loads characteristic of observational practice.”
The paper relies on this without support.
Complex skills generally take longer to learn, are more physically demanding, carry more risk, and require more specialized equipment or facilities than simple skills.
“because these skills generally take longer to learn, often are more physically demanding, in many cases introduce the potential for more risk, and generally require more specialized equipment or facilities than do simple skills.”
The paper relies on this without support.
Observational practice requires less physical energy, reduces injury risk, and is less dependent on equipment or specific space than physical practice.
“Clearly, from a personal standpoint, observational practice requires the expenditure of less physical energy, reduces the risk of injury, and is not dependent on equipment or specific space requirements, as in the case of physical practice.”
The paper relies on this without support.
Simple skills can be effectively learned with relatively little practice.
“than for simple skills that can be effectively learned with relatively little practice.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Thus, the frequency of feedback should decrease with increasing skill level-that is, with decreasing functional task complexityto further facilitate motor learning (Guadagnoli & Lee, 2004;Timmermans, Seelen, Willmann, & Kingma, 2009;Wulf & Shea, 2002;Wulf, Shea, & Matschiner, 1998).”
From Augmented visual, auditory, haptic, and multimodal feedback in motor learning: A review (2013) · cites this paper as Wulf & Shea, 2002
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Especially in very early learning phases, learners seem to benefit from concurrent feedback (Todorov et al., 1997) because it seems to decrease cognitive load (Wulf & Shea, 2002).”
From Augmented visual, auditory, haptic, and multimodal feedback in motor learning: A review (2013) · cites this paper as Wulf & Shea, 2002
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“However, one should be careful in transferring conclusions found in studies on simple tasks to complex task learning (Guadagnoli & Lee, 2004;Winstein, 1991;Wulf & Shea, 2002).”
From Augmented visual, auditory, haptic, and multimodal feedback in motor learning: A review (2013) · cites this paper as Wulf & Shea, 2002
The cited source says what the claim attributes to it.
In the citing paper
“Applied methods and gained results of related studies have revealed that the impact of augmented feedback depends on task complexity and skill level (Timmermans et al., 2009;Utley & Astill, 2008;Wulf & Shea, 2002).”
From Augmented visual, auditory, haptic, and multimodal feedback in motor learning: A review (2013) · cites this paper as Wulf & Shea, 2002
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“Another reason might be that in an early learning phase, concurrent feedback can prevent cognitive overload and, therefore, enhance learning of complex motor tasks (Wulf & Shea, 2002).”
From Augmented visual, auditory, haptic, and multimodal feedback in motor learning: A review (2013) · cites this paper as Wulf & Shea, 2002
The cited source says what the claim attributes to it.
In the citing paper
“Since an external focus was stated to be more beneficial than an internal focus for motor learning (Shea & Wulf, 1999;Wulf, 2007a;Wulf & Shea, 2002;Wulf et al., 2010), feedback should be given about a variable that can force an external focus of attention.”
From Augmented visual, auditory, haptic, and multimodal feedback in motor learning: A review (2013) · cites this paper as Wulf & Shea, 2002
The cited source says what the claim attributes to it.
In the citing paper
“Up to now, mostly low-dimensional, simple, and rather artificial labor tasks have been investigated even though, in real life, most motor tasks are multidimensional and complex (Winstein, 1991;Wulf & Shea, 2002).”
From Augmented visual, auditory, haptic, and multimodal feedback in motor learning: A review (2013) · cites this paper as Wulf & Shea, 2002
The cited source says what the claim attributes to it.
In the citing paper
“Wulf and Shea (2002) suggest that”
From The Knowledge‐Learning‐Instruction Framework: Bridging the Science‐Practice Chasm to Enhance Robust Student Learning (2012) · cites this paper as Wulf and Shea (2002)
The cited source says what the claim attributes to it.
In the citing paper
“Complex tasks used in applied settings may be too challenging for information processing ( Hebert et al., 1996 ) and deleterious for learning as a result ( Wulf and Shea, 2002 ).”
From The effect of contextual interference on transfer in motor learning - a systematic review and meta-analysis (2024) · cites this paper as Wulf and Shea, 2002
The cited source says what the claim attributes to it.
In the citing paper
“Several studies have shown important interactions between the effectiveness of training interventions, the participants' skill level, and the complexity of the skill conducted.”
From Supporting Novice to Expert Transitions in User Interfaces (2015) · cites this paper as Wulf and Shea [2002]
The cited source says what the claim attributes to it.
In the citing paper
“Wulf and Shea [2002] found that principles derived from the study of simple tasks do not generalize to more complex skills.”
From Supporting Novice to Expert Transitions in User Interfaces (2015) · cites this paper as Wulf and Shea [2002]
The cited source says what the claim attributes to it.
In the citing paper
“They explained this effect with reference to the learner's total cognitive load: When task demands are low, learners benefit from practice conditions that increase total load, whereas when task demands are high, practice conditions with more manageable workload are beneficial.”
From Supporting Novice to Expert Transitions in User Interfaces (2015) · cites this paper as Wulf and Shea [2002]
In the citing paper
“Indeed there are data from other areas of cognitive neuroscience that demonstrate that repeating something that you have successfully learned is the best way to remember it (Chiviacowsky and Wulf, 2007; Karpicke and Roediger, 2008; Wulf and Shea, 2002).”
From Rethinking motor learning and savings in adaptation paradigms: model-free memory for successful actions combines with internal models (2011) · cites this paper as Wulf and Shea, 2002
In the citing paper
“Learning motor skills by observing a model that performs the desired actions and behavior has been a successful and well researched instructional technique for the last 30 years (McCullagh et al. 1989;Wetzel et al. 1994;Wulf and Shea 2002).”
From Interactivity in Video-based Models (2007) · cites this paper as Wulf and Shea 2002
In the citing paper
“By alternating between observation and practice, the mental representation will be enriched (Weeks and Anderson 2000;Wulf and Shea 2002).”
From Interactivity in Video-based Models (2007) · cites this paper as Wulf and Shea 2002
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Practice-trial count conflicts with the figure's trial numbering
MinorThe study is described as having 10 practice trials per day. In Figure 2, however, Day 1 runs from a pretest at Trial 1 through practice at Trial 9, with Day 2 beginning at Trial 10; that leaves only eight numbered practice trials on Day 1.
“that is, 4 days of practice with 10 trials per day.”
“Figure 2. Movement amplitudes of the blocked and serial feedback (FB) groups on the pretest (Trial 1), during practice (Trials 2, 9, 11, 18, 20, 27, 29, 36), and on the no-feedback retention tests of Day 2 (Trial 10), Day 3 (Trial 19), Day 4 (Trial 28), and Day 5 (Trials 37-41)”
Citations
Cites
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Flagged first, then by citations
11 of the 213 references couldn’t be matched to a known paper.
Research works printed but not linked: 8
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Cited by
Sorted by citations
Items 201–300 of 822
The Impact of Immediate Verbal Feedback on the Improvement of Swimming Technique
Zatoń, K., & Szczepan, S. (2014) · Journal of Human Kinetics · doi:10.2478/hukin-2014-0042 · Cited by 34
“An additional criterion that determines the effectiveness of the teaching process and motor skills improvement is the content of the transmitted information (Magill, 1994; Wulf and Shea, 2002).”
BackgroundWhole-body kinematics and coordination in a complex dance sequence: Differences across skill levels
Chang, M., O’Dwyer, N., Adams, R. D., Cobley, S. P., Lee, K.-Y., & Halaki, M. (2019) · Human Movement Science · doi:10.1016/j.humov.2019.102564 · Cited by 31
A tale of too many tasks: task fragmentation in motor learning and a call for model task paradigms
Ranganathan, R., Tomlinson, A. D., Lokesh, R., Lin, T.-H., & Patel, P. (2020) · Experimental Brain Research · doi:10.1007/s00221-020-05908-6 · Cited by 34
Impulse-Variability Theory: Implications for Ballistic, Multijoint Motor Skill Performance
Urbin, M. A., Stodden, D. F., Fischman, M. G., & Weimar, W. H. (2011) · Journal of Motor Behavior · doi:10.1080/00222895.2011.574172 · Cited by 33
“It would be valuable to understand whether theoretical accounts of motor control and learning apply to the entire spectrum of motor skill complexity (Wulf & Shea, 2002).”
Structuring a virtual environment for sport training: A case study on rowing technique
Ruffaldi, E., & Filippeschi, A. (2012) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2012.09.015 · Cited by 33
“Feedback frequency as well as its intensity were chosen according to the literature about motor skills learning (e.g. [ 13]).”
MethodAdvantages of melodic over rhythmic movement sonification in bimanual motor skill learning
Dyer, J. F., Stapleton, P., & Rodger, M. W. M. (2017) · Experimental Brain Research · doi:10.1007/s00221-017-5047-8 · Cited by 31
Contextual Interference Effect on Acquisition and Retention of Pistol-Shooting Skills
Keller, G. J., Li, Y., Weiss, L. W., & Relyea, G. E. (2006) · Perceptual and Motor Skills · doi:10.2466/pms.103.1.241-252 · Cited by 32
Proulx, C. E., Jean, M. T. L., Higgins, J., Gagnon, D. H., & Dancause, N. (2022) · Frontiers in Rehabilitation Sciences · doi:10.3389/fresc.2022.789479 · Cited by 33
“However, also based on the principles of motor learning, complex tasks increase cognitive and motor load, requiring more assistance in comparison to simple motor tasks (149, 150).”
BackgroundChallenge to promote change: both young and older adults benefit from contextual interference
Pauwels, L., Vancleef, K., Swinnen, S. P., & Beets, I. A. M. (2015) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2015.00157 · Cited by 31
“However, with respect to the high complexity (nonisofrequency) task variant, typical CI effects during retention might be absent in both young and older adults, as the effects of CI in complex task learning are still equivocal (Albaret and Thon, 1998; Wulf and Shea, 2002; Guadagnoli and Lee, 2004).”
BackgroundTraining the endoscopy trainer: from general principles to specific concepts
Coderre, S., Anderson, J., Rostom, A., & McLaughlin, K. (2010) · Canadian Journal of Gastroenterology · doi:10.1155/2010/493578 · Cited by 33
“This is particularly true for complex skills such as colonoscopy, as opposed to other relatively simple practical tasks (26).”
BackgroundProportional and nonproportional transfer of movement sequences
Wilde, H., & Shea, C. H. (2006) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470210500303755 · Cited by 31
“( 1995 ; also see Park & Shea, 2003 ; Wulf & Shea, 2002 ).”
Self-citationPsychological Skills and “the Paras”: The Indirect Effects of Psychological Skills on Endurance
Arthur, R., Fitzwater, J., Roberts, R., Hardy, J., & Arthur, C. A. (2017) · Journal of Applied Sport Psychology · doi:10.1080/10413200.2017.1306728 · Cited by 30
“However, using basic PS to effectively impact on one’s negative thinking, emotional and attentional control requires a degree of self-awareness and understanding of emotions and ideal foci of attention (Wulf & Shea, 2002).”
BackgroundThe impact of sleep on complex gross‐motor adaptation in adolescents
Bothe, K., Hirschauer, F., Wiesinger, H., Edfelder, J. M., Gruber, G., Birklbauer, J., & Hoedlmoser, K. (2018) · Journal of Sleep Research · doi:10.1111/jsr.12797 · Cited by 30
“As in other complex gross‐motor tasks (e.g. skiing), no ceiling effects could be expected after our relatively short period of training because these kinds of skills can be improved even after years of experience as a result of the vast amount of degrees of freedom involved (Wulf & Shea, 2002).”
BackgroundWhen Does Interleaving Practice Improve Learning?
Carvalho, P. F., & Goldstone, R. L. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108235631.017 · Cited by 35
“This pattern of results, in addition to other evidence of lack of difference between the two sequences of study (see Wulf & Shea, 2002), seems to indicate that perhaps the benefits of interleaved practice are connected exactly with situations that the contextual interference theory proposes that it…”
BackgroundResultChallenges & Issues: Evidence-Based Clinical Skills Teaching and Learning: What Do We Really Know?
Malone, E. D. (2019) · Journal of Veterinary Medical Education · doi:10.3138/jvme.0717-094r1 · Cited by 34
Practice Makes Perfect? When Does Massed Learning Improve Product Usage Proficiency?
Lakshmanan, A., Lindsey, C. D., & Krishnan, H. S. (2010) · Journal of Consumer Research · doi:10.1086/655686 · Cited by 29
“Such products are highly relevant to the participant group; similar products have been used in recent experimental research within marketing (e.g., Thompson et al. 2005).”
MethodThe Need and Benefit of Augmented Feedback on Service Speed in Tennis
Moran, K., Murphy, C. P., & Marshall, B. (2011) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3182376a13 · Cited by 31
Long-term retention of skills in multi-day training contexts: A review of the literature
Sanli, E. A., & Carnahan, H. (2018) · International Journal of Industrial Ergonomics · doi:10.1016/j.ergon.2018.02.001 · Cited by 32
Effect of Action Verbs on the Performance of a Complex Movement
Rabahi, T., Fargier, P., Sarraj, A. R., Clouzeau, C., & Massarelli, R. (2013) · PLoS ONE · doi:10.1371/journal.pone.0068687 · Cited by 33
“Wulf and Shea [44], pointing out that a ‘complex’ motor action has several degrees of freedom compared to a simpler one, have reached the expected conclusion that motor learning of simple movements is not the same as that of more complex ones, as in the case of the SVJ.”
BackgroundResultClark-Wilson, J., Giles, G. M., & Baxter, D. M. (2014) · Brain Injury · doi:10.3109/02699052.2014.946449 · Cited by 35
Ikegami, T., Hirashima, M., Osu, R., & Nozaki, D. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.4230-11.2012 · Cited by 28
“Notably, previous psychological studies (Winstein and Schmidt, 1990; Wulf and Shea, 2002) have demonstrated the beneficial effects of a reduced frequency in error feedback on motor learning.”
BackgroundInstructional Control of Cognitive Load in the Design of Complex Learning Environments
Kester, L., PAAS, F. G. W. C., & van Merriënboer, J. J. G. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9780511844744.008 · Cited by 31
“…Figure 2 about here ------------------------------------ Task Complexity and Cognitive Load Research indicates that many instructional methods that work well for simple tasks do not work well for complex tasks, and vice versa (for overviews, see Bainbridge, 1997; Wulf & Shea, 2002).”
BackgroundMotor sequence learning occurs despite disrupted visual and proprioceptive feedback
Vidoni, E. D., & Boyd, L. A. (2008) · Behavioral and Brain Functions · doi:10.1186/1744-9081-4-32 · Cited by 27
“those that involve more degrees of freedom or greater muscle activation) are critical for understanding motor learning and behavior.[35,36] Our task met those criteria by including multiple joints, greater movement excursion and longer movement patterns.”
de Groot, S., Veeger, H. E. J., HOLLANDER, A. P., et al. (2004) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2004.08.007 · Cited by 27
“The hypothesis of one of the existing theries [9] is that complex skill learning might be enhanced by roviding the learner with practice conditions that start with task with not many task demands, such as on an ergomeer.”
BackgroundBeyond animated skeletons: How can biomechanical feedback be used to enhance sports performance?
Glazier, P. S. (2021) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2021.110686 · Cited by 31
Benefits of Bandwidth Feedback in Learning a Complex Gymnastic Skill
Sadowski, J., Mastalerz, А., & Niznikowski, Т. (2013) · Journal of Human Kinetics · doi:10.2478/hukin-2013-0039 · Cited by 27
“As many studies have revealed, principles derived from the study of learning simple skills are not necessarily generalisable to the process of learning complex skills (for reviews, see Wulf and Shea, 2002).”
BackgroundSidaway, B., Ala, B., Baughman, K., Glidden, J., Cowie, S., Peabody, A., Roundy, D., Spaulding, J., Stephens, R., & Wright, D. L. (2016) · Journal of Motor Behavior · doi:10.1080/00222895.2016.1152221 · Cited by 26
“The reliance on the use of relatively simple skills used in the laboratory has raised some concerns regarding the efficacy of random practice for the acquisition of motor skills frequently encountered in more real-world settings (Wulf & Shea, 2002).”
BackgroundFord, P. R., Hodges, N. J., Huys, R., & Williams, A. M. (2006) · Motor Control · doi:10.1123/mcj.10.4.386 · Cited by 28
“Principles that are derived from the study of simple skills do not necessarily generalize to more complex skills (Wulf & Shea, 2002) and, as detailed, there is evidence that the type of task mediates skill-related changes in the relative importance of sensory information, as does the degree of…”
BackgroundCzyż, S. H., Wójcik, A. M., Solarská, P., & Kiper, P. (2024) · Scientific Reports · doi:10.1038/s41598-024-65753-3 · Cited by 38
“One plausible explanation of this finding may be that the complexity of the sport task, alongside high interference practice, could be too challenging for the information processing system, negatively affecting learning 110,111 .”
BackgroundSelf-control behaviors during the learning of a cascade juggling task
Laughlin, D. D., Fairbrother, J. T., Wrisberg, C. A., Alami, A., Fisher, L. A., & Huck, S. W. (2015) · Human Movement Science · doi:10.1016/j.humov.2015.02.002 · Cited by 26
The Effects of Expert and Augmented Feedback on Learning a Complex Medical Skill
Cecílio‐Fernandes, D., Cnossen, F., Coster, J., Jaarsma, D. A. D. C., & Tio, R. A. (2020) · Perceptual and Motor Skills · doi:10.1177/0031512520914680 · Cited by 27
Boutin, A., & Blandin, Y. (2010) · Human Movement Science · doi:10.1016/j.humov.2010.07.011 · Cited by 26
“Further, Wulf and Shea (2002) also stated that the intratask processing inherent to complex tasks may be sufficient for effective learning under blocked schedule, at least in the early stages of practice.”
BackgroundInfluentialImproving Running Mechanics by Use of Interactive Sonification
Eriksson, M., & Bresin, R. (2010) · Cited by 26
Reflecting on Video Feedback as a Tool for Learning Skilled Movement
Cassidy, T. G., Stanley, S., & Bartlett, R. (2006) · International Journal of Sports Science & Coaching · doi:10.1260/174795406778604618 · Cited by 26
“(what we want to achieve in sport) than does immediate feedback after each trial [15].”
BackgroundSanford, S., Collins, B., Liu, M., Dewil, S., & Nataraj, R. (2022) · Frontiers in Virtual Reality · doi:10.3389/frvir.2022.943693 · Cited by 25
Nicholls, S., James, N., Bryant, E. C., et al. (2018) · International Journal of Sports Science & Coaching · doi:10.1177/1747954118808081 · Cited by 25
Wang, K., Frank, C., Hung, T., & Schack, T. (2022) · Current Psychology · doi:10.1007/s12144-022-03190-z · Cited by 26
“…use of different variables in the studies, such as the differences in skill levels (e.g., novices vs. experts or low-skilled vs. highly skilled; Cooke et al., 2014; Haufler et al., 2000; Wang et al., 2020) and the complexity of the motor skill (i.e., simple vs complex skills; Wulf & Shea, 2002).”
BackgroundSelf-controlled KR schedules: Does repetition order matter?
Patterson, J. T., Carter, M. J., & Hansen, S. (2013) · Human Movement Science · doi:10.1016/j.humov.2013.03.005 · Cited by 25
Mückel, S., & Mehrholz, J. (2014) · Clinical Rehabilitation · doi:10.1177/0269215513513963 · Cited by 25
Design and evaluation of a trilateral shared-control architecture for teleoperated training robots
Shamaei, K., Kim, L. H., & Okamura, A. M. (2015) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc.2015.7319488 · Cited by 26
“Previous research suggests that novice users need more concurrent feedback (and probably augmented feedback) during the early phases of learning complex tasks [18, 21, 24], implying that a surgical training platform should be able to provide more feedback at the early stages of acquiring the surgical tasks; this hypot…”
Principles for Designing Effective and Efficient Training of Complex Cognitive Skills
PAAS, F. G. W. C., & van Gog, T. (2009) · Reviews of Human Factors and Ergonomics · doi:10.1518/155723409x448053 · Cited by 31
An Empirical Evaluation of Transfer-of-Training of Two Flight Simulation Games
Korteling, H., Helsdingen, A. S., & Sluimer, R. R. (2016) · Simulation & Gaming · doi:10.1177/1046878116671057 · Cited by 25
“This can be the result of the practice variability (Burke & Hutchins, 2007), or the didactical aspects of specific games the participants played (Wulf & Shea, 2002), or similarities between the game and the criterion tasks, although the latter is unlikely, given the fact that the researchers did…”
BackgroundLearning Lumbar Spine Mobilization: The Effects of Frequency and Self-Control of Feedback
Sheaves, E. G., Snodgrass, S. J., & Rivett, D. A. (2011) · Journal of Orthopaedic and Sports Physical Therapy · doi:10.2519/jospt.2012.3691 · Cited by 25
Kraeutner, S. N., Stratas, A., McArthur, J. L., Helmick, C. A., Westwood, D. A., & Boe, S. G. (2020) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01575 · Cited by 21
“One limitation of these studies is the exclusive use of sequence tasks that are limited in the range and complexity of motor skills and thus do not likely generalize to the learning of complex motor tasks (Wulf & Shea, 2002).”
BackgroundBaropodometric information return device for foot unloading
Descatoire, A., Thévenon, A., & Moretto, P. (2009) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2008.12.002 · Cited by 24
Training to Optimize Learning After Traumatic Brain Injury
Skidmore, E. R. (2015) · Current Physical Medicine and Rehabilitation Reports · doi:10.1007/s40141-015-0081-6 · Cited by 29
Guedes, R. L. V., Azola, A. M., Macrae, P. R., Sunday, K. L., Mejia, V., Vose, A. K., & Humbert, I. A. (2017) · Physiology & Behavior · doi:10.1016/j.physbeh.2017.03.018 · Cited by 24
“This rehabilitation goal of transference is partially derived from a key principle of motor learning, wherein learning is primarily proven when a practiced behavior transfers to a different task or sensorimotor system [25,42,44].”
BackgroundBlocked and Random Practice Organization in the Learning of Rhythmic Dance Step Sequences
Bertollo, M., Berchicci, M., Carraro, A., Comani, S., & Robazza, C. (2010) · Perceptual and Motor Skills · doi:10.2466/pms.110.1.77-84 · Cited by 24
“…effects of blocked practice in novice participants involved in the learning of complex skills in applied settings (Wrisberg & Liu, 1991; Bortoli, Robazza, Durigon, & Carra, 1992; Jones & French, 2007; for reviews, see Brady, 1998, 2004; Wulf & Shea, 2002; Barreiros, Figueiredo, & Godinho, 2007).”
BackgroundResultInfluentialSTUDIES IN SPORT, PHYSICAL EDUCATION AND HEALTH 122
Mononen, K. (2007) · Cited by 24
Ammar, A., Trabelsi, K., Boujelbane, M. A., Boukhris, O., Glenn, J. M., Chtourou, H., & Schöllhorn, W. I. (2023) · Educational Research Review · doi:10.1016/j.edurev.2023.100537 · Cited by 23
Harris, D., Vine, S. J., Wilson, M., McGrath, J. S., LeBel, M., & Buckingham, G. (2017) · PLoS ONE · doi:10.1371/journal.pone.0188233 · Cited by 22
Effects of Visual Feedback Complexity on the Performance of a Movement Task for Rehabilitation
Sanford, S., Liu, M., Selvaggi, T., & Nataraj, R. (2020) · Journal of Motor Behavior · doi:10.1080/00222895.2020.1770670 · Cited by 24
The Relative Merits of Explicit and Implicit Learning of Contrasted Algebra Principles
Ziegler, E., Edelsbrunner, P. A., & Stern, E. (2017) · Educational Psychology Review · doi:10.1007/s10648-017-9424-4 · Cited by 25
Kümmel, J., Krämer, A., & Grüber, M. (2014) · Human Movement Science · doi:10.1016/j.humov.2014.08.003 · Cited by 23
Howard, R. W. (2014) · Acta Psychologica · doi:10.1016/j.actpsy.2014.05.013 · Cited by 24
Effect of experience and mode of presentation on problem solving
Williams, D., & Noyes, J. (2004) · Computers in Human Behavior · doi:10.1016/j.chb.2004.10.011 · Cited by 24
Repetition without Repetition or Differential Learning of Multiple Techniques in Volleyball?
Apidogo, J. B., Burdack, J., & Schöllhorn, W. I. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph181910499 · Cited by 22
Steinberg, F., Pixa, N. H., & Doppelmayr, M. M. (2016) · Neural Plasticity · doi:10.1155/2016/8628039 · Cited by 22
“It has been repeatedly claimed that the impact of augmented feedback methods depends on task complexity and skill level [27, 28], but MVF studies did not consider whether skill level or task complexity might influence the beneficial performance gains through MVF (i.”
The effects of sequence difficulty and practice on proportional and nonproportional transfer
Braden, H. W., Panzer, S., & Shea, C. H. (2008) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470210701557639 · Cited by 22
“Clearly, the time course for the various events in the learning of simple response sequences may not be the same as that for more difficult-to-learn motor sequences (see Wulf & Shea, 2002, for a review of simple and complex skill learning).”
BackgroundSelf-citationMadill, C., McIlwaine, A., Russell, R., Hodges, N. J., & McCabe, P. (2019) · Journal of Voice · doi:10.1016/j.jvoice.2019.03.014 · Cited by 23
Ten guidelines for designing motor learning studies
Ranganathan, R., Lee, M.-H., & Krishnan, C. (2022) · Brazilian Journal of Motor Behavior · doi:10.20338/bjmb.v16i2.283 · Cited by 25
Kernozek, T. W., Schiller, M., Rutherford, D. N., Smith, A., Durall, C. J., & Almonroeder, T. G. (2020) · Clinical Biomechanics · doi:10.1016/j.clinbiomech.2020.105050 · Cited by 21
Min, M. K., Yeom, S. R., Ryu, J. H., et al. (2016) · Clinical and Experimental Emergency Medicine · doi:10.15441/ceem.15.114 · Cited by 20
“guidance.(27) If combined with additional instructor feedback, VAM training might provide effective training in chest compression skills for firsttime learners of CPR; this may reduce the burden on instructors.”
BackgroundResultWanner, P., Müller, T., Cristini, J., Pfeifer, K., & Steib, S. (2019) · Neuroscience · doi:10.1016/j.neuroscience.2019.11.027 · Cited by 24
D’Cruz, N., Seuthe, J., Ginis, P., Hulzinga, F., Schlenstedt, C., & Nieuwboer, A. (2020) · Frontiers in Neurology · doi:10.3389/fneur.2020.560084 · Cited by 21
“Although VR-based treadmill training was taken up well by people with FOG (24), it may be preferable to train tasks separately in this severely affected group, both in terms of motor and cognitive abilities, to avoid overloading available resources and optimize learning (25).”
BackgroundAcute exercise following skill practice promotes motor memory consolidation in Parkinson’s disease
Wanner, P., Winterholler, M., Gaßner, H., Winkler, J., Klucken, J., Pfeifer, K., & Steib, S. (2020) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2020.107366 · Cited by 22
SmartSwim, a Novel IMU-Based Coaching Assistance
Rad, M. H., Grémeaux, V., Massé, F., et al. (2022) · Sensors · doi:10.3390/s22093356 · Cited by 20
Problem Order Implications for Learning Transfer
Li, N., Cohen, W. W., & Koedinger, K. R. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-30950-2_24 · Cited by 20
“More details on these hypotheses are available in [22], however, all are described in fairly ambiguous language and none have the precision of a computational theory.”
BackgroundTransitional feedback schedules during computer-based problem-solving practice
Johnson, A. M., Reisslein, J., & Martin Reisslein, B. (2014) · Computers & Education · doi:10.1016/j.compedu.2014.10.020 · Cited by 20
“However, this finding does not readily extend to complex motor skills (Wulf & Shea, 2002).”
BackgroundAbrahamse, E. L., & Noordzij, M. L. (2011) · European Review of Applied Psychology · doi:10.1016/j.erap.2010.12.001 · Cited by 20
Training 21st-century workers: Facts, fiction and memory illusions
Abadzi, H. (2016) · International Review of Education · doi:10.1007/s11159-016-9565-6 · Cited by 20
Experimental analysis of using examples and non-examples in safety training
Taylor, M., Wirth, O., Olvina, M., & Alvero, A. M. (2016) · Journal of Safety Research · doi:10.1016/j.jsr.2016.10.002 · Cited by 20
Robert, M. T., Sambasivan, K., & Levin, M. F. (2017) · Restorative Neurology and Neuroscience · doi:10.3233/rnn-160688 · Cited by 20
“However, the coordination of movements of multiple joints is required for the performance of more complex real-world tasks which also require greater use of cognitive processes such as memory, information processing and attention (Wulf & Shea, 2002).”
Cook, D. A., AlJamal, Y., Pankratz, V. S., Sedlack, R. E., Farley, D. R., & Brydges, R. (2018) · Advances in Health Sciences Education · doi:10.1007/s10459-018-9860-z · Cited by 20
Bläsing, B. E., Coogan, J., Biondi, J., & Schack, T. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.02371 · Cited by 20
van Abswoude, F., Buszard, T., van der Kamp, J., et al. (2019) · Human Movement Science · doi:10.1016/j.humov.2019.102556 · Cited by 20
Soderstrom, N. C., & Bjork, R. A. (2013) · Oxford University Press eBooks · doi:10.1093/obo/9780199828340-0081 · Cited by 22
Gross motor adaptation benefits from sleep after training
Bothe, K., Hirschauer, F., Wiesinger, H., Edfelder, J. M., Gruber, G., Hoedlmoser, K., & Birklbauer, J. (2019) · Journal of Sleep Research · doi:10.1111/jsr.12961 · Cited by 22
“Therefore, it has been stated that findings and model conceptions derived from fine motor learning cannot simply be transferred to gross motor skills (Wulf & Shea, 2002).”
BackgroundThe Role of Verbal Feedback in the Motor Learning of Gymnastic Skills: A Systematic Review
Starzak, M., Biegajło, M., Nogal, M., Niznikowski, Т., Ambroży, T., Rydzik, Ł., & Jaszczur-Nowicki, J. (2022) · Applied Sciences · doi:10.3390/app12125940 · Cited by 19
“We should agree with the authors Williams and Hodges [45], who showed that the effectiveness of learning may depend on how feedback is provided, and Wulf and Shea [46], who noticed that the principles used in teaching less complex tasks cannot be transferred directly to complex tasks.”
ResultKarlinsky, A. D., & Hodges, N. J. (2017) · Journal of Motor Behavior · doi:10.1080/00222895.2017.1378996 · Cited by 24
“This is proposed to promote additional information processing activities which impact on subsequent practice and retention (e.g., Lee, Swinnen, & Serrien, 1994; Simon & Bjork, 2002; Wulf & Shea, 2002).”
BackgroundPorter, C., Greenwood, D., Panchuk, D., & Pepping, G. (2019) · European Journal of Sport Science · doi:10.1080/17461391.2019.1611931 · Cited by 18
“…effects of practice scheduling in applied contexts, it has been proposed that skill acquisition research needs to employ tasks that involve multiple degrees of freedom, greater cognitive engagement, and a higher degree of difficulty (Hebert et al., 1996; Williams & Hodges, 2005; Wulf & Shea, 2002).”
BackgroundTDCS of the Primary Motor Cortex: Learning the Absolute Dimension of a Complex Motor Task
Parma, J. O., Profeta, V. L. D. S., de Andrade, A. G. P., Lage, G. M., & Apolinário‐Souza, T. (2020) · Journal of Motor Behavior · doi:10.1080/00222895.2020.1792823 · Cited by 21
“This type of task requires small amounts of practice to reach performance asymptotes (Wulf & Shea, 2002), and places relatively low demands on the programing of the relative and absolute dimensions.”
BackgroundVerrel, J., Pologe, S., Manselle, W., Lindenberger, U., & Woollacott, M. H. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00157 · Cited by 19
“Research on complex motor skill learning suggests that attending to movement outcomes (in this case: the produced sound) is more effective for learning than attending to details of the underlying coordination (Wulf and Shea, 2002).”
BackgroundA system for efficient motor learning using multimodal augmented feedback
Jakus, G., Stojmenova, K., Tomažič, S., & Sodnik, J. (2016) · Multimedia Tools and Applications · doi:10.1007/s11042-016-3774-7 · Cited by 20
“The visual feedback module provides the user with abstract and natural visualizations of the performed motion and is based on a tool for real-time visualization of QTM data [34].”
MethodRossettini, G., Testa, M., Vicentini, M., & Manganotti, P. (2017) · BioMed Research International · doi:10.1155/2017/2946465 · Cited by 19
“As the estimation of a task complexity is very difficult [54], in this experiment, we adopted a fingermovement task composed by 20 pressures that we considered of adequate level of difficulty, according to the methodology adopted by Duke et al.”
Zhang, J. H., Chan, Z. Y. S., Au, I. P. H., An, W. W., & Cheung, R. T. H. (2019) · Gait & Posture · doi:10.1016/j.gaitpost.2019.01.014 · Cited by 20
Focused and Sustained Attention
Cohen, R. A. (2013) · Springer eBooks · doi:10.1007/978-0-387-72639-7_6 · Cited by 20
Technical performance effectiveness subsequent to complex motor skills training in young boxers
El‐Ashker, S. (2011) · European Journal of Sport Science · doi:10.1080/17461391.2011.606976 · Cited by 19
“…developed through studying SMS are not generalizable to more complex skills: ‘‘research on more complex skills shows that the manipulation of practice variables that result in enhanced learning of simple skills are actually detrimental to the learning of complex skills’’ (Wulf & Shea, 2002).”
BackgroundInfluentialDancing your moves away: How memory retrieval shapes complex motor action.
Tempel, T., Loran, I., & Frings, C. (2015) · Journal of Experimental Psychology Applied · doi:10.1037/xap0000052 · Cited by 17
Attentional demands associated with augmented visual feedback during quiet standing
Kręcisz, K., & Kuczyński, M. (2018) · PeerJ · doi:10.7717/peerj.5101 · Cited by 18
Al‐Sharman, A., Khalil, H. W., El‐Salem, K., Alghwiri, A. A., Khazaaleh, S., & Khraim, M. (2019) · Physiotherapy Research International · doi:10.1002/pri.1782 · Cited by 18
Resting State Connectivity Is Modulated by Motor Learning in Individuals After Stroke
Kraeutner, S. N., Rubino, C., Rinat, S., Lakhani, B., Borich, M. R., Wadden, K. P., & Boyd, L. A. (2021) · Neurorehabilitation and neural repair · doi:10.1177/15459683211006713 · Cited by 18
“59 Thus, the complexity of the TRAIT in conjunction with its semi-immersive experience provides a unique opportunity to consider neural processes associated with motor learning and recovery poststroke.”
BackgroundLehmann, N., Tolentino‐Castro, J. W., Kaminski, E., Ragert, P., Villringer, A., & Taubert, M. (2019) · Human Brain Mapping · doi:10.1002/hbm.24704 · Cited by 16
“In fact, results obtained from studies using simple, laboratory-based motor tasks are often not generalizable to complex motor skill learning (Wulf & Shea, 2002).”
BackgroundSiengsukon, C. F., & Al‐Sharman, A. (2014) · Nature and Science of Sleep · doi:10.2147/nss.s53789 · Cited by 19
“Each trial consisted of three segments, ie, one repeating segment imbedded between two random segments (Figure 1).(41) Each segment was 12 seconds in duration for a total trial length of 36 seconds with a 3-second stable baseline trial divider.”
MethodSimulated skill complexity and perceived cognitive load during preclinical dental training
Al‐Saud, L. M. (2022) · European Journal Of Dental Education · doi:10.1111/eje.12891 · Cited by 17
Sanli, E. A., & Lee, T. D. (2015) · Human Movement Science · doi:10.1016/j.humov.2015.03.006 · Cited by 17
Carter, M. J., Smith, V., & Ste‐Marie, D. M. (2015) · Human Movement Science · doi:10.1016/j.humov.2015.11.006 · Cited by 17
Augmented feedback for powered wheelchair training in a virtual environment
Bigras, C., Kairy, D., & Archambault, P. S. (2019) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-019-0482-3 · Cited by 16
Bangert, M., Wiedemann, A. M., & Jabusch, H. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00598 · Cited by 20
Cheong, J. P. G., Lay, B. S., Grove, B., Medic, N., & Razman, R. (2012) · Europe PMC (PubMed Central) · Cited by 17
Metadata
- Authors
- Wulf, G., & Shea, C. H.
- Affiliations
- University of Nevada, Las Vegas (US)
- Texas A&M University (US)
- Corresponding author
- Wulf, Gabriele
- ORCID
- Wulf, Gabriele
- Venue
- Psychonomic Bulletin & Review
- Published
- 2002-06
- Volume
- 9
- Issue
- 2
- Pages
- 185-211
- ISSN
- 1069-9384 (ISSN-L)
- 1531-5320
- OpenAlex
- W2083133776
- Cited by
- 829
- References
- 213
- Citations by year
- 2026: 34 · 2025: 50 · 2024: 38 · 2023: 42 · 2022: 43 · 2021: 56 · 2020: 48 · 2019: 65 · 2018: 47 · 2017: 34 · 2016: 35 · 2015: 34 · 2014: 38 · 2013: 47 · 2012: 36
- FWCI
- 1.13
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Psychonomic Bulletin & Review (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Social Sciences › Psychology › Developmental and Educational Psychology › Sport Psychology and Performance
- Health Sciences › Health Professions › Physical Therapy, Sports Therapy and Rehabilitation › Sports and Physical Education Research
- Keywords
- generalizability, processing demands, motor learning, skill acquisition
- MeSH terms
- Attention, Feedback, Generalization, Response, Humans, Motor Skills, Practice, Psychological, Transfer, Psychology
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