To imitate or not: Avoiding imitation involves preparatory inhibition of motor resonance
Open accessAbstract
Stimulus-response compatibility (SRC)-the fact that some stimulus-response pairs are faster than others-is attributed in part to automatic activation of the stimulus-compatible response representation. Cognitive models of SRC propose that automatic response activation can be strategically suppressed if the automatic response is likely to interfere with behavior; in particular, suppression is thought to occur in preparation for incompatible responses and when the required stimulus-response mapping is unknown before stimulus presentation. We test this preparatory suppression hypothesis in the context of imitation, a special form of SRC particularly relevant to human social behavior. Using TMS, we measured muscle-specific corticospinal excitability during action observation (motor resonance) while human participants prepared to perform imitative and counterimitative responses to action videos. Motor resonance was suppressed during preparation to counterimitate and for unknown mappings, compared to preparation to imitate and a baseline measure of motor resonance. These results provide novel neurophysiological evidence that automatic activation of stimulus-compatible responses can be strategically suppressed when the automatic response is likely to interfere with task goals. Insofar as motor resonance measures mirror neuron system activity, these results also suggest that preparatory control of automatic imitative tendencies occurs through modulation of mirror neuron system activity.
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Written from the paper’s full text.
TL;DR
Using TMS during an action-observation imitation task, the authors found that motor resonance—muscle-specific corticospinal facilitation during observed action—was present when participants prepared to imitate but suppressed when they prepared to counterimitate or when the required mapping was unknown. This supports preparatory suppression models in which automatic stimulus-compatible response activation, here linked to mirror neuron system activity, is inhibited when imitation would interfere with task goals.
Key findings
- In Experiment 1 (behavioral, no TMS), reaction times showed a significant preparation × response-mapping interaction, F(1,9)=4.57, p=0.036: imitation was faster than counterimitation for both prepared trials, t(9)=6.06, p=0.0001, and no-preparation trials, t(9)=3.43, p=0.004, but the imitation advantage was larger when preparatory information was provided, t(9)=2.09, p=0.033.
- In Experiment 2 (TMS/MEPs), the 3×2 ANOVA on normalized MEPs showed a main effect of preparatory condition, F(2,15)=5.49, p=0.006, and a preparatory condition × observed action interaction, F(2,15)=3.27, p=0.044.
- Motor resonance (greater FDI excitability for observed squeeze than release) occurred only during preparation to imitate, t(15)=2.02, p=0.031; it was absent during preparation to counterimitate, t(15)=-0.59, p=0.719, and for unknown mappings, t(15)=0.39, p=0.351. Motor resonance was significantly greater for preparation to imitate than preparation to counterimitate, t(15)=2.71, p=0.008, and than unknown mapping, t(15)=1.82, p=0.044.
- Compared with a control task baseline, motor resonance during preparation to imitate was similar to baseline, t(15)=0.23, p=0.409, whereas it was significantly decreased during preparation to counterimitate, t(15)=2.35, p=0.017, and showed a trend toward decrease for unknown mapping, t(15)=1.67, p=0.058.
Methods
- Experiment 1: 10 right-handed participants (2/8 M/F, 18–24 years) performed an imitation task without TMS, making flexion or extension responses with the right index finger to action videos; EMG from FDI and EDC was used to measure reaction time.
- Experiment 2: 21 participants were recruited, 16 analyzed (4/12 M/F, 18–34 years); single TMS pulses were delivered over left M1 during action-observation videos, and MEPs from the right FDI were normalized to the run mean. A separate control task with arbitrary color-response mapping provided a baseline measure of motor resonance.
- Analyses used repeated-measures ANOVAs and planned t-tests; Experiment 1 tested whether the compatibility effect was reduced when the mapping was unknown, and Experiment 2 tested whether motor resonance magnitude differed across preparatory conditions and from the control baseline.
Limitations
- The paper states that TMS provides only a primary motor cortex readout of MNS activity, so the locus of preparatory suppression—input to the MNS, the MNS itself, or MNS output to M1—cannot be determined.
- The paper notes that the actions were very simple for TMS compatibility, raising external-validity questions about real-world imitation; one response was object-directed (key press) and the other was not (finger lift); and the precise timing of stimulation during action observation could affect the pattern.
- The paper also states that the control task was run separately rather than randomized with the imitation task, and that a ceiling effect on corticospinal excitability in the NoPrep condition cannot be entirely ruled out.
Model-written summary. Check it against the paper before relying on it.
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Statistics
Claims the paper makes
12 of 60 cited sources checked · 8 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Facilitation of corticospinal excitability in muscles involved in an observed action (motor resonance) is a putative measure of mirror neuron system activity.
“Facilitation of corticospinal excitability specifically in the muscles involved in performing an observed action (motor resonance) is a putative measure of MNS activity (Fadiga et al., 1995; Avenanti et al., 2007).”
Quote in the paperSubstantial claim1 of 2 sources checked - Study design and conductown data
A pilot study confirmed that the stimuli and timing evoked motor resonance.
“Although short periods of action observation have only rarely been used in the motor resonance literature (Barchiesi and Cattaneo, 2013), a pilot study confirmed that the stimuli and timing did in fact evoke motor resonance.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Barchiesi and Cattaneo, 2013 source
- Premisecitation
Patients with brain damage who imitate uncontrollably imply that an active inhibitory mechanism normally controls automatic imitation.
“and the existence of patients who imitate uncontrollably after brain damage (Lhermitte et al., 1986; De Renzi et al., 1996) suggests that some active inhibitory mechanism is required to control automatic imitation.”
Quote in the paperSubstantial claim1 of 2 sources checked - Premisecitation
Contextual modulation of imitative behaviors is similar in laboratory tasks and naturalistic environments.
“however, recent work demonstrates that contextual modulation of imitative behaviors is similar when they are in the laboratory with simplistic tasks such as this one and in more naturalistic environments as social mimicry (VanBaaren 2003; Leighton 2010).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites VanBaaren 2003
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Leighton 2010 source
- Interpretationcitation
The findings align with theories that MNS modulation helps control unwanted imitation.
“These findings are consistent with theories proposing MNS modulation as a way to control unwanted imitation (Spengler et al., 2009).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Spengler et al., 2009 source
- Premisecitation
Ventral premotor and parietal regions homologous to macaque mirror neuron regions are causally involved in motor resonance.
“Ventral premotor and parietal regions that are homologous to macaque regions containing mirror neurons have been shown to be causally involved in motor resonance (Avenanti et al., 2007; Koch et al., 2010).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Avenanti et al., 2007 source
The Summary (p. 1) and Discussion (p. 4) report that inhibiting ventral premotor cortex disrupted motor facilitation during observation of possible movements, while inhibiting primary somatosensory cortex (S1) disrupted it during observation of impossible movements. The paper therefore supports causal involvement of ventral premotor cortex and a parietal somatosensory area, but it does not establish that the parietal region tested is homologous to a macaque mirror-neuron region. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites Koch et al., 2010 source
- Findingown data
Motor resonance was suppressed during preparation to counterimitate and for unknown mappings, compared to preparation to imitate and a baseline measure of motor resonance.
“Motor resonance was suppressed during preparation to counterimitate and for unknown mappings, compared to preparation to imitate and a baseline measure of motor resonance.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants were in a preparatory state during the action observation video when TMS was applied.
- Findingown data
In Experiment 1, accuracy showed a significant main effect of response mapping.
“For accuracy, only the main effect of response mapping was significant (F(1,9)=5.1, p=0.027) with greater accuracy for imitation (95.8%±0.5%) compared to counterimitation trials (93.3%±0.1%), precluding a speed-accuracy tradeoff for the compatibility effects.”
Quote in the paperNot a substantial claim - Findingown data
In Experiment 2, NoPrep trials showed higher overall excitability than PrepIm trials.
“Post-hoc t-tests to explore the main effect of preparation indicate that overall excitability was greater for NoPrep trials than for both PrepIm (t(15)=3.79, p=0.002) and PrepCI (t(15)=3.17, p=0.006)”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, squeeze and release observation produced no MEP difference when the required mapping was unknown (NoPrep).
“or when the required response mapping was unknown (NoPrep; t(15)=0.39, p=0.351).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, MEPs did not differ between observation of squeeze and release actions during preparation to counterimitate (PrepCI).
“In contrast, and as predicted by the direct route suppression hypothesis, there was no difference between MEPs for observation of squeeze and release actions when subjects prepared to counterimitate (PrepCI; t(15)=-0.59, p=0.719)”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, significant motor resonance occurred in the control task.
“Significant motor resonance occurred in the control task (t(15)=2.27, p=0.019), when general motor preparation demands were similar to the imitation task but the stimulus-response mappings were arbitrary (Figure 5A, right).”
Quote in the paperSubstantial claim - Findingown data
In the imitation task, squeeze-action MEPs were larger in the NoPrep condition than in PrepIm.
“However, an examination of absolute MEP magnitudes during observation of squeeze actions (Figure 5A, imitation task grey bars) appears to contradict a pure suppression account because squeeze MEPs are actually larger for the NoPrep condition, in which we argue for suppression, compared to the PrepIm condition.”
Quote in the paperNot a substantial claim - Findingown data
In Experiment 2, NoPrep trials showed higher overall excitability than PrepCI trials.
“Post-hoc t-tests to explore the main effect of preparation indicate that overall excitability was greater for NoPrep trials than for both PrepIm (t(15)=3.79, p=0.002) and PrepCI (t(15)=3.17, p=0.006)”
Quote in the paperSubstantial claim - Findingown data
In Experiment 1, reaction times exhibited a Prep × response-mapping interaction.
“Most importantly, there was an interaction between preparatory condition and response mapping (F(1,9)=4.57, p=0.036).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, motor resonance showed a trend toward decrease compared to the control task during NoPrep trials.
“and showed a similar trend for NoPrep trials (t(15)=1.67, p=0.058; Figure 5B).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, motor resonance-greater FDI excitability during observation of squeeze than release actions-occurred only during preparation to imitate (PrepIm).
“Planned t-tests demonstrate that motor resonance (greater excitability in the FDI during observation of squeeze actions than release actions) occurred only during preparation to imitate (PrepIm; t(15)=2.02, p=0.031).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, PrepCI trials showed a significant decrease in motor resonance relative to the control task.
“In contrast, motor resonance was significantly decreased compared to the control task during PrepCI trials (t(15)=2.35, p=0.017)”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, motor resonance magnitude was significantly greater during PrepIm than during PrepCI.
“Importantly, direct comparison between motor resonance magnitudes (difference between squeeze and release MEPs) confirms that motor resonance is significantly greater during PrepIm than during PrepCI (t(15)=2.71, p=0.008)”
Quote in the paperSubstantial claim - Findingown data
In Experiment 1, accuracy was greater for imitation than for counterimitation trials.
“For accuracy, only the main effect of response mapping was significant (F(1,9)=5.1, p=0.027) with greater accuracy for imitation (95.8%±0.5%) compared to counterimitation trials (93.3%±0.1%), precluding a speed-accuracy tradeoff for the compatibility effects.”
Quote in the paperNot a substantial claim - Findingown data
In Experiment 2, PrepIm motor resonance magnitude was comparable to the control task.
“The magnitude of motor resonance (difference between squeeze and release MEPs) during the PrepIm condition was similar to that observed for the control task (t(15)=0.23, p=0.409).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, PrepIm and PrepCI did not differ in corticospinal excitability.
“but there was no difference between PrepIm and PrepCI corticospinal excitability (t(15)=0.72, p=0.48).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, motor resonance magnitude was significantly greater during PrepIm than during NoPrep.
“and NoPrep (t(15)=1.82, p=0.044; Figure 5B).”
Quote in the paperSubstantial claim - Premisereasoning
The imitative compatibility effect occurs even when the observed action is not relevant to performing the task.
“This reaction time benefit (henceforth, imitative compatibility effect) occurs even when the observed action is not relevant to successfully perform the task, indicating that the influence of the observed action on the motor response is unintentional, or automatic.”
Quote in the paperSubstantial claim - Interpretationreasoning
Insofar as motor resonance measures mirror neuron system activity, the results suggest that preparatory control of automatic imitative tendencies occurs through modulation of mirror neuron system activity.
“Insofar as motor resonance measures mirror neuron system activity, these results also suggest that preparatory control of automatic imitative tendencies occurs through modulation of mirror neuron system activity.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants were in a preparatory state during the action observation video when TMS was applied.
- Premisecitation
Reaction times are faster for imitative responses than for non-imitative responses.
“As would be expected from the SRC literature using symbolic stimuli, reaction times are faster for imitative responses (which by definition share many properties with the action stimulus) than for non-imitative responses (Brass et al., 2000; Stürmer et al., 2000).”
- Also stated in: § INTRODUCTION · plain
“For example, participants are faster to perform a grasping action while simultaneously observing a grasping action than while observing a hand opening (Stürmer et al., 2000).”
Quote in the paperSubstantial claim0 of 2 sources checked - Also stated in: § INTRODUCTION · plain
- Premisenone given
To date there is no neurophysiological evidence demonstrating that controlling imitative tendencies occurs through mirror neuron system modulation.
“to date there is no neurophysiological evidence demonstrating that controlling imitative tendencies (i.e. avoiding unwanted imitation) occurs through mirror neuron system modulation.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The influence of an observed action on the motor response is unintentional or automatic.
“This reaction time benefit (henceforth, imitative compatibility effect) occurs even when the observed action is not relevant to successfully perform the task, indicating that the influence of the observed action on the motor response is unintentional, or automatic.”
Quote in the paperSubstantial claim - Interpretationown data
The results provide novel neurophysiological evidence that automatic activation of stimulus-compatible responses can be strategically suppressed when it is likely to interfere with task goals.
“These results provide novel neurophysiological evidence that automatic activation of stimulus-compatible responses can be strategically suppressed when it is likely to interfere with task goals.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants were in a preparatory state during the action observation video when TMS was applied.
- Interpretationown data
Motor resonance changes in line with the preparatory suppression model.
“Thus, motor resonance is modulated in accordance with the preparatory suppression model.”
Quote in the paperSubstantial claim - Interpretationown data
For imitation, preparatory MNS suppression offers a way to reduce automatic imitation when it conflicts with current goals.
“In the case of imitation, this preparatory suppression of the MNS provides a mechanism by which the automatic tendency to imitate can be reduced when it would interfere with current goals.”
Quote in the paperSubstantial claim - Interpretationown data
The second experiment provides new neurophysiologic evidence linking the behavioral effects to preparatory suppression of specific S-R links.
“Data from Experiment 2 provide novel neurophysiologic evidence that these behavioral effects are related to preparatory suppression of specific stimulus-response links.”
Quote in the paperSubstantial claim - Interpretationown data
If motor resonance is measured as FDI MEP facilitation for squeeze versus release observation, the data fully support the suppression account.
“As described above, when motor resonance is defined as facilitation of FDI MEPs during observation of squeeze relative to release actions (i.e. Figure 5B), the data are entirely consistent with the motor resonance suppression account.”
Quote in the paperSubstantial claim - Premisecitation
According to cognitive models of S-R compatibility, an automatic response can be inhibited if it is likely to conflict with task goals.
“Cognitive models of stimulus-response compatibility suggest that although stimuli often activate a compatible response, this “automatic” response activation can be suppressed when it is likely to interfere with task goals (Shaffer, 1965; De Jong, 1995; Vu and Proctor, 2004).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data
The observed modulation of motor resonance suggests that MNS influence on motor output is suppressed when imitation would conflict with behavior.
“Consistent with this view, the motor resonance modulation observed here suggests that MNS influence on the motor system is suppressed when imitation would interfere with behavior.”
Quote in the paperSubstantial claim - Interpretationnone given
The main effect of action observation in Experiment 1 is likely due to the greater preparatory time available on action observation trials.
“The main effect of AO is likely due to the increased preparatory time available for AO trials.”
Quote in the paperNot a substantial claim - Interpretationown data
The first experiment extends behavioral SRC effects, usually ascribed to inhibition of automatic response activation, to imitation.
“In Experiment 1 we extend behavioral SRC effects that are typically attributed to suppression of automatic response activation to imitation.”
Quote in the paperSubstantial claim - Premisecitation
Automatic imitation of observed actions has been shown in lab and naturalistic settings.
“An automatic (unintended or unconscious) tendency to imitate observed actions has been demonstrated in both laboratory and naturalistic settings (Chartrand and Bargh, 1999; Brass et al., 2000)”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationown data
Only when MEP size is analyzed by the specific observed action (motor resonance) does the pattern match cognitive models of preparatory suppression.
“Thus, although there are some detectable differences that may be attributable to general motor preparation for the different conditions, a pattern consistent with cognitive models of preparatory suppression is observed only when examining MEP size as a function of the specific action being observed (motor resonance).”
Quote in the paperSubstantial claim - Interpretationown data
The data suggest that preparation inhibits MNS influence on motor output when it would activate responses conflicting with task goals.
“Thus, the present data indicate that preparatory processes inhibit the influence of MNS activity on the motor system when it is likely to activate responses that conflict with task goals.”
Quote in the paperSubstantial claim - Interpretationreasoning
Suppression of motor resonance is layered on top of elevated baseline corticospinal excitability.
“According to this view, the motor resonance suppression effect is superimposed on an increase of baseline corticospinal excitability.”
Quote in the paperSubstantial claim - Interpretationown data
The accuracy results in Experiment 1 preclude a speed-accuracy tradeoff for the compatibility effects.
“precluding a speed-accuracy tradeoff for the compatibility effects.”
Quote in the paperSubstantial claim - Interpretationown data
The study offers new evidence supporting cognitive models in which relatively automatic S-R links can be inhibited beforehand when they would interfere with behavior.
“In summary, the present study provides novel evidence in line with cognitive models that relatively automatic stimulus-response links can be inhibited in a preparatory manner when they are likely to interfere with behavior.”
Quote in the paperSubstantial claim - Interpretationown data
The results do not support the idea that preparatory suppression works by altering general motor preparation rather than specific S-R links.
“The data are not consistent with the alternative possibility that preparatory suppression occurs through changes in general motor preparation, as opposed to suppression of specific stimulus-response links.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 42
- May combine two claims. 23
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious fMRI studies on control of imitative tendencies have proposed mechanisms involving modulation of the mirror neuron system.
“This is in line with previous fMRI studies examining control of imitative tendencies, which have proposed mechanisms involving MNS modulation (Spengler et al., 2009; Cross et al., 2013).”
Quote in the paperNot a substantial claim2 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
PremisecitationMirror neuron system activity and imitative compatibility effects can be modulated by attention and contextual factors.
“While there is accumulating evidence that both mirror neuron system activity (Newman Norlund 2007; Catmur 2007; Chong 2008; Molenberghs 2012) and imitative compatibility effects (Van Baaren 2003; Likowski 2008; Chong 2009; Liepelt 2009; Leighton 2010) can be modulated by attention and contextual factors”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Newman Norlund 2007 source
The paper reports greater mirror neuron system activity when participants prepared complementary rather than imitative actions and says that changing an action’s context can modulate the effects of action observation (Abstract). It does not show that attention modulated this activity; instead, it says attentional differences were unlikely to explain the observed effects. This citation is attached to the mirror-neuron-system part of the sentence, not the imitative-compatibility-effects part. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites Catmur 2007 source
- cites Chong 2008 source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationAttention and task difficulty are known non-specific modulators of corticospinal excitability and plasticity.
“Indeed, non-specific factors such as attention and task difficulty are known to modulate corticospinal excitability and plasticity (Beck and Hallett, 2010; Conte et al., 2007; Pearce and Kidgell, 2009; Stefan et al., 2004).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Beck and Hallett, 2010 source
The Results (Movement of the right hand, SRT versus CRT; page unavailable) show that the more demanding choice task produced greater surround inhibition, measured with motor-evoked potentials. The Discussion (Mechanism of SI; page unavailable) says attention may explain that difference and reports evidence that attention influences rTMS-induced MEP facilitation. It does not establish that both attention and task difficulty are known modulators of corticospinal plasticity in general. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites Conte et al., 2007 source
- cites Pearce and Kidgell, 2009 source
The Results and Discussion (page numbers not provided) show that the more difficult precision task increased motor-evoked-potential amplitude, supporting task difficulty as a modulator of cortical excitability. The paper does not establish attention as a modulator, and it proposes measuring plasticity in future work rather than demonstrating a plasticity effect. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
InterpretationcitationThe object-directedness difference probably does not affect the overall results, since the human MNS responds to transitive and intransitive actions and automatic imitation occurs for both.
“While it would be ideal for responses to be similar on this dimension, this seems less likely to effect the overall results, given that the human mirror neuron system responds to both transitive and intransitive actions (Rizzolatti and Craighero, 2004) and that automatic imitation has also been demonstrated for both transitive and intransitive actions (Press et al., 2008; Bertenthal et al. 2006).”
Quote in the paperNot a substantial claim1 of 3 sources checkedMay combine two claims.
Findingown dataIn Experiment 1, imitation responses were faster than counterimitation responses in both Prep and NoPrep trials, but the advantage was larger when preparatory information was given.
“Although imitation was faster than counterimitation for both Prep (t(9)=6.06, p=0.0001) and NoPrep trials (t(9)=3.43, p=0.004), the difference between imitation and counterimitation was greater when preparatory information was provided than when it was not (t(9)=2.09, p=0.033; Figure 4).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Experiment 1, the three-way ANOVA on reaction times found significant main effects of preparation, response mapping, and action observation.
“The 3-way ANOVA (Prep/NoPrep × Imitate/Counterimitate × AO/NoAO) on reaction times showed significant effects of preparation (F(1,9)=102.6, p<0.0001), response mapping (F(1,9)=55.6, p<0.0001) and AO (F(1,9)=70.0, p<0.0001; AO=434±17; No AO=495±16) (Figure 4).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn Experiment 2, a 3×2 ANOVA on normalized MEPs from the imitation task found a main effect of preparatory condition and a preparatory-condition × observed-action interaction.
“The 3×2 ANOVA (PrepCI/PrepIm/NoPrep × Squeeze/Release) on normalized MEPs from the imitation task revealed main effects of preparatory condition (F(2,15)=5.49, p=0.006) and an interaction between preparatory condition and observed action (F(2,15)=3.27, p=0.044), indicating that motor resonance in the imitation task was modulated depending on the preparatory state (Figure 5A).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationReaction times are faster when a stimulus and its required response share a property than when they do not.
“Stimulus-response compatibility (SRC) describes the observation that reaction times are faster when a stimulus and its required response share some property (for example, they have similar spatial location), as compared to when they do not share any properties (Shaffer 1965; Kornblum 1990).”
Quote in the paperSubstantial claim0 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
PremisecitationWhen the required mapping is known before the stimulus, the automatic response route is suppressed selectively for incompatible trials, so compatible trials have a speed advantage.
“In the alternative, more common scenario—when the required mapping is known before the stimulus—the automatic response route is suppressed selectively for incompatible trials, so that compatible trials have a speed advantage due to automatic response activation (Shaffer, 1965; Heister and Schroeder-Heister, 1994; De Jong, 1995; Vu and Proctor, 2004).”
Quote in the paperSubstantial claim0 of 3 sources checkedClassified as probably not a substantial claim.
PremisecitationThe mirror neuron system responds during observation and execution of similar actions.
“In the case of imitation, the mirror neuron system (MNS) has been hypothesized to underlie automatic response activation (Ferrari et al., 2009), since it responds during the observation and execution of similar actions and provides input to primary motor cortex (Di Pellegrino et al., 1992; Iacoboni et al., 1999; Rizzolatti and Craighero, 2004).”
Quote in the paperSubstantial claim0 of 3 sources checkedClassified as probably not a substantial claim. May combine two claims.
Study design and conductcitationMuscle activation time was determined using a double threshold procedure and verified visually while blind to condition.
“The time of muscle activation was determined for flexion (FDI) and extension (EDC) responses using custom MATLAB software implementing a double threshold procedure (Lidierth, 1986) and verified visually for each trial while blind to condition.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lidierth, 1986 source
Classified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenEach preparatory condition followed each other condition with equal probability, and target conditions and action observation trials were balanced.
“Each of the three preparatory conditions (PrepIm, PrepCI, NoPrep) followed each other condition with equal probability, as did imitate and counterimitate target conditions, and AO and no AO trials. There were an equal number of flexion and extension responses for each condition, with squeeze and release AO videos split evenly between responses.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductreasoningThe significant two-way interaction was explored with planned paired t-tests based on directional predictions.
“Because we had clear directional predictions from previous compatibility studies, the significant 2-way interaction (Prep/NoPrep × Imitate/Counterimitate) was explored with planned paired t-tests to determine whether the compatibility effects (difference between counterimitation and imitation) were reduced in NoPrep compared to Prep trials as proposed by the suppression hypothesis.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningAn average of 14.3 ± 0.4 MEPs per condition were analyzed for each subject, out of a possible 16.
“As a result of these procedures, an average of 14.3 ± 0.4 MEPs per condition were analyzed for each subject (total possible = 16).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe color-response mapping in the control task was counterbalanced across participants.
“The color-response mapping was counterbalanced across participants: half of subjects performed finger flexion for cyan squares and extension for magenta squares and the other half performed the opposite mapping.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisereasoningPreparatory suppression manifests behaviorally as reduced compatibility effects in unknown mapping trials.
“This preparatory suppression manifests behaviorally as reduced compatibility effects in the unknown mapping trials: the compatible response no longer benefits from automatic response activation making compatible and incompatible reaction times similar.”
Quote in the paperSubstantial claim0 of 3 sources checkedClassified as probably not a substantial claim.
Study design and conductown dataThe number of trials in each of the three preparatory conditions was balanced.
“Because the goal of the study was to demonstrate modulation of MEPs obtained during the preparatory period, we balanced the number of each of the three preparatory conditions: There were 64 PrepIm, 64 PrepCI and 64 NoPrep trials and 32 trials in each preparatory condition included an AO video (16 squeeze, 16 release; each AO video presented once in each preparatory condition).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningThe design was balanced with 16 MEPs per preparatory condition and observed action in Experiment 2.
“This created a balanced 3 (PrepIm/PrepCI/NoPrep) × 2 (Squeeze/Release) design with 16 MEPs per preparatory condition and observed action in Experiment 2.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataThe imitation task was analyzed with a 3 × 2 repeated measures ANOVA, and the interaction was explored with one-tailed t-tests based on a-priori directional predictions.
“First, we analyzed the imitation task with a 3 (Preparatory condition: PrepCI, PrepIm, NoPrep) × 2 (Action observed: Squeeze, Release) repeated measures ANOVA to determine whether there was a preparatory effect on motor resonance consistent with suppression models. We explored the interaction with one-tailed t-tests based on clear a-priori directional predictions.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningThe action observation video factor was counterbalanced and should not affect results with respect to preparatory modulation of compatibility effects.
“There were not a sufficient number of trials to examine the effect of the AO video (squeeze vs. release) on reaction times, but this factor was counterbalanced and therefore should not affect results with respect to preparatory modulation of compatibility effects.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationThe mirror neuron system has been hypothesized to underlie automatic response activation in imitation.
“In the case of imitation, the mirror neuron system (MNS) has been hypothesized to underlie automatic response activation (Ferrari et al., 2009), since it responds during the observation and execution of similar actions and provides input to primary motor cortex (Di Pellegrino et al., 1992; Iacoboni et al., 1999; Rizzolatti and Craighero, 2004).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Ferrari et al., 2009 source
Classified as probably not a substantial claim.
PremisecitationSuppression occurs in preparation for incompatible responses.
“In particular, suppression occurs in preparation for incompatible responses (when the stimulus-compatible response is incorrect) and in preparation for trials in which the required stimulus-response mapping is unknown in advance of the stimulus (when the stimulus-compatible response is incorrect half the time).”
Quote in the paperSubstantial claim0 of 3 sources checkedClassified as probably not a substantial claim.
Study design and conductown dataA control task was included as a baseline with similar motor preparation but no stimulus-response compatibility.
“A second control task was included as a baseline condition in which similar two-forced choice motor preparation was required, but in the absence of any stimulus-response compatibility.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductreasoningExperiment 1 was run without TMS to ensure that the novel paradigm reproduced behavioral effects associated with preparatory suppression models.
“In Experiment 1, we first ran a group of participants without applying TMS to ensure that our novel paradigm reproduced behavioral effects associated with preparatory suppression models (Experiment 1), because twitches from supra-threshold TMS are likely to interfere with reaction time measures.”
Quote in the paperSubstantial claim- Rests on an assumption: TMS-induced muscle twitches interfere with reaction time measures.
Classified as probably not a substantial claim.
PremisecitationSuppression occurs in preparation for trials in which the required stimulus-response mapping is unknown in advance.
“In particular, suppression occurs in preparation for incompatible responses (when the stimulus-compatible response is incorrect) and in preparation for trials in which the required stimulus-response mapping is unknown in advance of the stimulus (when the stimulus-compatible response is incorrect half the time).”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenExperiment 1 participants were right-handed, neurologically healthy, and not taking psychoactive medications.
“Participants were right-handed, neurologically healthy and were not taking psychoactive medications.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationAutomatic activation of a stimulus-compatible response can be strategically suppressed when it is likely to interfere with task goals.
“Some cognitive models of SRC suggest that it is possible to strategically suppress the automatic activation of a stimulus-compatible response when this response is likely to interfere with task goals (Shaffer, 1965; De Jong, 1995; Vu and Proctor, 2004).”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe control task was performed in a separate run because pilot studies showed it was not possible to randomize it with the imitation task.
“Although ideally the baseline condition would be randomized with the imitation task conditions, pilot studies made it clear that this would not be possible due to the difficulty remembering and switching between the different stimulus-response mapping rules associated with the two tasks. As such, the control task was performed in a separate 7-minute run comprising 64 trials (32 AO videos: 16 sque”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductcitationMEPs were excluded when pre-TMS EMG activity was identified, with visual inspection blind to condition, which occurred in 2.7% of trials.
“Since even very small muscle contractions increase MEP size (Rösler et al., 2002), MEPs were excluded when activity was identified in the 100ms prior to TMS stimulation upon visual inspection while blind to condition (only 2.7% of trials).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rösler et al., 2002 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataTrials with indeterminate EMG onset or response action were discarded, which occurred in 1.5% of trials.
“When EMG onset or response action could not be determined due to excessive background activity or other noise, the trial was discarded (only 1.5% of trials).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductcitationMEP amplitudes were normalized by dividing each MEP by the mean of all MEPs from the same run to reduce between-subject and between-run variability.
“MEP amplitudes were normalized to reduce the impact of between-subject and between-run variability (Baldissera et al., 2001). This was accomplished by dividing each MEP measurement by the mean of all MEPs from the same run. Therefore, normalized MEP amplitudes represent proportion of the run mean amplitude.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Baldissera et al., 2001 source
Probably not a substantial claim: may not pass S1 (asserted). May combine two claims.
Study design and conductown dataThe analysis identified which preparatory periods showed significant motor resonance and whether motor resonance magnitude was greater for PrepIm than NoPrep and PrepCI.
“We identified (1) which preparatory periods showed significant motor resonance (greater MEP amplitude during observation of an action involving the FDI, squeeze, compared to an action not involving the FDI, release; see Figure 3) and (2) whether the magnitude of motor resonance (the difference between squeeze and release MEPs) was greater for PrepIm than NoPrep and PrepCI.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisereasoningThe FDI muscle was chosen for MEPs because it is selectively active for squeeze compared to release actions and because it is easier to obtain stable single-muscle MEPs from the FDI than from the EDC.
“The FDI muscle was chosen for MEPs because it is selectively active for the squeeze compared to release actions depicted in the AO videos (shown below) and because it is easier to obtain stable single-muscle MEPs from the FDI compared to the EDC.”
Quote in the paperSubstantial claim- Rests on an assumption: It is easier to obtain stable single-muscle MEPs from the FDI than from the EDC.
Classified as probably not a substantial claim.
PremisecitationImitative compatibility effects are attributed to automatic activation of the stimulus-compatible motor representation.
“Like many other forms of SRC in which participants respond to static symbolic stimuli (De Jong et al., 1994; Eimer et al., 1995), imitative compatibility effects are attributed to automatic activation of the stimulus-compatible motor representation.”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenErrors and outliers greater than 3 SD from the mean were excluded from reaction time analysis.
“Mean percent error and reaction times (errors and outliers greater than 3 SD from the mean excluded) for each condition and subject were calculated and analyzed with 3-way repeated measures ANOVAs [2 (Prep, NoPrep) × 2 (Imitate, Counterimitate) × 2 (AO video, No AO video)].”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenMEPs from error trials were excluded from analysis.
“MEPs from error trials were also excluded from analysis.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningExtending the SRC model to imitation suggests that the mirror neuron system may be suppressed to avoid imitation when it is likely to interfere with motor responses.
“When extended to imitation, this model of SRC suggests that the MNS may be suppressed in order to avoid imitation when it is likely to interfere with motor responses.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataExperiment 2 analyzed data from 16 participants after excluding 1 for data loss and 4 for inability to relax the FDI muscle.
“Data from 1 subject were lost due to data collection error. In addition, 4 participants were unable to relax the FDI muscle consistently despite repeated reminders and were therefore excluded (11-43% of trials with >50μV root mean squared EMG activity during 100ms pre-TMS window vs. 0-5% in relaxed subjects). Data from the remaining 16 participants (4/12 M/F) were analyzed.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationThe mirror neuron system provides input to primary motor cortex.
“In the case of imitation, the mirror neuron system (MNS) has been hypothesized to underlie automatic response activation (Ferrari et al., 2009), since it responds during the observation and execution of similar actions and provides input to primary motor cortex (Di Pellegrino et al., 1992; Iacoboni et al., 1999; Rizzolatti and Craighero, 2004).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
Interpretationown dataThe control-task comparison supports suppression: resonance matched baseline when preparing to imitate and fell below baseline for counterimitation and unknown mapping.
“Comparison with this control task supports the suppression account: Motor resonance was similar to baseline during preparation to imitate, and lower than baseline during the counterimitation and unknown mapping conditions.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenA ceiling effect on corticospinal excitability, rather than suppression, remains a possible explanation for the absent motor resonance in NoPrep.
“However, we cannot entirely rule out the alternative possibility that the lack of motor resonance observed in the NoPrep condition is caused by a ceiling effect on corticospinal excitability, rather than suppression of motor resonance.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataMotor resonance during action observation appears to be a default state that is adjusted according to task demands.
“Thus, is seems that resonance in the motor system during action observation occurs by default, and that this default state is modulated depending on task demands.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
InterpretationreasoningA general rise in MEP size for NoPrep, possibly from greater difficulty, could account for the larger squeeze MEPs.
“This finding is easily explained by a non-specific increase in MEP magnitude for the NoPrep condition, perhaps due to the increased difficulty.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningThe study used one object-directed response (pressing a key) and one non-object-directed response (lifting a finger), a potential issue.
“Another potential problem is that one of the response actions used in the study was object-directed (press key) and the other was not (lift finger off key).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationMotor evoked potentials are known to drift substantially over time, which motivates normalizing them within task blocks.
“MEPs are known to drift significantly over time, leading to the strategy of normalizing MEPs within task blocks (Baldissera et al., 2001).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Baldissera et al., 2001 source
May combine two claims.
Interpretationown dataThe first experiment reproduces earlier behavioral findings that support the suppression hypothesis in a more complex task and confirms the model's predictions for the MEPs in the second experiment.
“Thus, Experiment 1 replicates previous behavioral results supporting the suppression hypothesis in this more complex task, and validates the predictions based on this model for the MEPs in Experiment 2.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningThe exact site of preparatory motor-resonance modulation remains unknown; TMS only reads M1 output from the MNS, so it cannot distinguish inhibition of MNS input, the MNS itself, or MNS-to-M1 output.
“It is important to note, however, that the specific locus of this preparatory modulation of motor resonance requires further study; since TMS gives access only to the primary motor cortex readout of MNS activity, it is impossible to say whether the preparatory suppression observed here occurs through inhibition of input to the MNS, the MNS itself, or output from the MNS to M1.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningBecause the imitative actions were very simple, the task's external validity for real-world imitation is questionable.
“In the present study the imitative actions were very simple in order to replicate previous SRC literature and accommodate the methodological requirements of TMS. This raises questions about external validity of the task with regard to real world imitation”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Imitative interference tasks are relevant to real-world mimicry.
Classified as probably not a substantial claim.
PremisecitationImitation is a form of stimulus-response compatibility involving human actions, with responses that are stimulus-compatible in spatial and kinetic features.
“Imitation—the copying of others actions—is a form of SRC involving human actions, where responses are stimulus-compatible with respect to spatial and kinetic features (Brass et al., 2000; Stürmer et al., 2000).”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
Interpretationown dataThe results support growing evidence that automatic imitation can be suppressed via mirror-neuron-system modulation, and that this suppression can be preparatory.
“Thus, our data add to accumulating evidence that one mechanism used to suppress automatic imitative tendencies may be through modulation of the mirror neuron system, and this suppression can occur in a preparatory manner.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductreasoningUsing a two-stage method allowed the authors to compare difference scores, which are less affected by variations in absolute MEP size, across conditions collected in separate task runs.
“Using the two stage method allowed us to compared difference scores, which are less susceptible to variations in absolute MEP size, when examining conditions collected in different task runs.”
Quote in the paperSubstantial claim
The paper relies on this without support.
TMS-induced muscle twitches interfere with reaction time measures.
“because twitches from supra-threshold TMS are likely to interfere with reaction time measures”
The paper relies on this without support.
Participants were in a preparatory state during the action observation video when TMS was applied.
“This very short period between AO video onset and TMS stimulation was chosen to increase the likelihood that participants were in the appropriate preparatory state during stimulation, since the presence of the AO video signals that a response is not required immediately and therefore may reduce preparation.”
The paper relies on this without support.
It is easier to obtain stable single-muscle MEPs from the FDI than from the EDC.
“because it is easier to obtain stable single-muscle MEPs from the FDI compared to the EDC”
The authors state this as an assumption.
Imitative interference tasks are relevant to real-world mimicry.
“This provides some support for the assumption that imitative interference tasks are relevant to real-world mimicry.”
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?
In many circumstances, imitation is maladaptive and requires inhibition.
“For example, in many circumstances, imitation is maladaptive and requires inhibition (Cross & Iacoboni, 2014;Cross, Torrisi, Losin, & Iacoboni, 2013;van Schie, van Waterschoot, & Bekkering, 2008;Newman-Norlund, van Schie, van Zuijlen, & Bekkering, 2007).”
From Functional Specificity and Sex Differences in the Neural Circuits Supporting the Inhibition of Automatic Imitation (2018) · cites this paper as Cross & Iacoboni, 2014
Statistics that don’t add up
Each reported p-value recomputed from its test statistic and degrees of freedom.
Inconsistent p-value across alpha = .05: F(2,15)=3.27, p = .044
MajorThe paper reports p = .044 here; recomputing from the test statistic and its degrees of freedom gives p = .066. The two fall on opposite sides of alpha = .05. The check cannot tell whether the statistic or the p-value is the misprint.
Reported p = .044 · recomputed p = .066
“F(2,15)=3.27, p=0.044”
Inconsistent p-value: F(2,15)=5.49, p = .006
MinorThe paper reports p = .006 here; recomputing from the test statistic and its degrees of freedom gives p = .016. The check cannot tell whether the statistic or the p-value is the misprint.
Reported p = .006 · recomputed p = .016
“F(2,15)=5.49, p=0.006”
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Doesn’t add upF(2, 15) = 3.27reported p = .044 · recomputed p = .066The two fall on opposite sides of .05
“F(2,15)=3.27, p = .044”
- Doesn’t add upF(2, 15) = 5.49reported p = .006 · recomputed p = .016
“F(2,15)=5.49, p = .006”
- Not confirmedF(1, 9) = 4.57reported p = .036 · recomputed p = .061
“F(1,9)=4.57, p = .036”
- ConsistentF(1, 9) = 102.6reported p < .0001 · recomputed p < .001
“F(1,9)=102.6, p < .0001”
- ConsistentF(1, 9) = 55.6reported p < .0001 · recomputed p < .001
“F(1,9)=55.6, p < .0001”
- ConsistentF(1, 9) = 70reported p < .0001 · recomputed p < .001
“F(1,9)=70.0, p < .0001”
- Consistentt(9) = 6.06reported p = .0001 · recomputed p < .001
“t(9)=6.06, p = .0001”
The paper states a one-tailed test
- Consistentt(9) = 3.43reported p = .004 · recomputed p = .008
“t(9)=3.43, p = .004”
The paper states a one-tailed test
- Consistentt(9) = 2.09reported p = .033 · recomputed p = .066
“t(9)=2.09, p = .033”
The paper states a one-tailed test
- ConsistentF(1, 9) = 5.1reported p = .027 · recomputed p = .050
“F(1,9)=5.1, p = .027”
The paper states a one-tailed test
- Consistentt(15) = 2.02reported p = .031 · recomputed p = .062
“t(15)=2.02, p = .031”
The paper states a one-tailed test
- Consistentt(15) = -0.59reported p = .719 · recomputed p = .564
“t(15)=-0.59, p = .719”
The paper states the test is one-tailed in the other direction
- Consistentt(15) = 0.39reported p = .351 · recomputed p = .702
“t(15)=0.39, p = .351”
The paper states a one-tailed test
- Consistentt(15) = 2.71reported p = .008 · recomputed p = .016
“t(15)=2.71, p = .008”
The paper states a one-tailed test
- Consistentt(15) = 1.82reported p = .044 · recomputed p = .089
“t(15)=1.82, p = .044”
The paper states a one-tailed test
- Consistentt(15) = 3.79reported p = .002 · recomputed p = .002
“t(15)=3.79, p = .002”
- Consistentt(15) = 3.17reported p = .006 · recomputed p = .006
“t(15)=3.17, p = .006”
- Consistentt(15) = 0.72reported p = .48 · recomputed p = .483
“t(15)=0.72, p = .48”
- Consistentt(15) = 2.27reported p = .019 · recomputed p = .038
“t(15)=2.27, p = .019”
The paper states a one-tailed test
- Consistentt(15) = 0.23reported p = .409 · recomputed p = .821
“t(15)=0.23, p = .409”
The paper states a one-tailed test
- Consistentt(15) = 2.35reported p = .017 · recomputed p = .033
“t(15)=2.35, p = .017”
The paper states a one-tailed test
- Consistentt(15) = 1.67reported p = .058 · recomputed p = .116
“t(15)=1.67, p = .058”
The paper states a one-tailed test
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Interaction F statistic does not match the paired t-test of the same effect
MajorIn a two-by-two repeated-measures design, the F statistic for the interaction equals the square of the paired t statistic testing the difference between the two compatibility effects. The reported t of 2.09 gives F = 4.3681, not 4.57.
Reported 4.57 · recomputed 4.3681
“there was an interaction between preparatory condition and response mapping (F(1,9)=4.57, p=0.036). Although imitation was faster than counterimitation for both Prep (t(9)=6.06, p=0.0001) and NoPrep trials (t(9)=3.43, p=0.004), the difference between imitation and counterimitation was greater when preparatory information was provided than when it was not (t(9)=2.09, p=0.033”
Repeated-measures ANOVA reports the wrong denominator degrees of freedom
MinorFor 16 participants, a three-level within-participant preparatory condition has 2 × 15 = 30 denominator degrees of freedom in a univariate repeated-measures ANOVA, not 15. This applies to both the preparatory-condition main effect and its interaction with observed action.
Reported 15 · recomputed 30
“The 3×2 ANOVA (PrepCI/PrepIm/NoPrep × Squeeze/Release) on normalized MEPs from the imitation task revealed main effects of preparatory condition (F(2,15)=5.49, p=0.006) and an interaction between preparatory condition and observed action (F(2,15)=3.27, p=0.044)”
Cites
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“…(MNS) has been hypothesized to underlie automatic response activation (Ferrari et al., 2009), since it responds during the observation and execution of similar actions and provides input to primary motor cortex (Di Pellegrino et al., 1992; Iacoboni et al., 1999; Rizzolatti and Craighero, 2004).”
InfluentialThe chameleon effect: The perception-behavior link and social interaction.
Chartrand, T. L., & Bargh, J. A. (1999) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.76.6.893 · Cited by 4,349 · see citing works
The chameleon effect: the perception–behavior link and social interaction
Chartrand, T. L., & Bargh, J. A. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.6.893 · Cited by 3,674 · cited 2× · see citing works
“An automatic (unintended or unconscious) tendency to imitate observed actions has been demonstrated in both laboratory and naturalistic settings (Brass et al., 2000; Chartrand and Bargh, 1999), and the existence of patients who imitate uncontrollably after brain damage (De Renzi et al.”
Understanding motor events: a neurophysiological study
di Pellegrino, G., Fadiga, L., Fogassi, L., Gallese, V., & Rizzolatti, G. (1992) · Experimental Brain Research · doi:10.1007/bf00230027 · Cited by 3,539 · cited 1× · see citing works
“…(MNS) has been hypothesized to underlie automatic response activation (Ferrari et al., 2009), since it responds during the observation and execution of similar actions and provides input to primary motor cortex (Di Pellegrino et al., 1992; Iacoboni et al., 1999; Rizzolatti and Craighero, 2004).”
Cattaneo, L., & Rizzolatti, G. (2009) · Archives of Neurology · doi:10.1001/archneurol.2009.41 · Cited by 3,137 · see citing works
Cortical mechanisms of human imitation
Iacoboni, M., Woods, R. P., Brass, M., Bekkering, H., Mazziotta, J. C., & Rizzolatti, G. (1999) · Science · doi:10.1126/science.286.5449.2526 · Cited by 2,683 · cited 2× · see citing works
“…(MNS) has been hypothesized to underlie automatic response activation (Ferrari et al., 2009), since it responds during the observation and execution of similar actions and provides input to primary motor cortex (Di Pellegrino et al., 1992; Iacoboni et al., 1999; Rizzolatti and Craighero, 2004).”
Self-citationMotor facilitation during action observation: a magnetic stimulation study
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“Facilitation of corticospinal excitability specifically in the muscles involved in performing an observed action (motor resonance) is a putative measure of MNS activity (Avenanti et al., 2007; Fadiga et al., 1995).”
Dimensional overlap: cognitive basis for stimulus-response compatibility-a model and taxonomy
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“Stimulus–response compatibility (SRC) describes the observation that reaction times are faster when a stimulus and its required response share someproperty (for example, they have similar spatial location), as compared to when they do not share any properties (Kornblum et al., 1990; Shaffer, 1965).”
de Jong, R., Liang, C.-C., & Lauber, E. J. (1994) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.20.4.731 · Cited by 978 · see citing works
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“Likemany other forms of SRC inwhich participants respond to static symbolic stimuli (De Jong et al., 1994; Eimer et al., 1995), imitative compatibility effects are attributed to automatic activation of the stimulus– compatible motor representation.”
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“An automatic (unintended or unconscious) tendency to imitate observed actions has been demonstrated in both laboratory and naturalistic settings (Brass et al., 2000; Chartrand and Bargh, 1999), and the existence of patients who imitate uncontrollably after brain damage (De Renzi et al.”
InfluentialLhermitte, F., Pillon, B., & Serdaru, M. (1986) · Annals of Neurology · doi:10.1002/ana.410190404 · Cited by 658 · cited 2× · see citing works
“…and naturalistic settings (Brass et al., 2000; Chartrand and Bargh, 1999), and the existence of patients who imitate uncontrollably after brain damage (De Renzi et al., 1996; Lhermitte et al., 1986) suggests that some active inhibitory mechanism is required to control automatic imitation.”
Sensorimotor learning configures the human mirror system
Catmur, C., Walsh, V., & Heyes, C. (2007) · Current Biology · doi:10.1016/j.cub.2007.08.006 · Cited by 564 · cited 2× · see citing works
“While there is accumulating evidence that both mirror neuron system activity (Catmur et al., 2007; Chong et al., 2008; Molenberghs et al., 2012; Newman-Norlund et al., 2007) and imitative compatibility effects (Chong et al., 2009; Leighton et al., 2010; Liepelt et al., 2009; Likowski et al., 2008;…”
Modulation of Associative Human Motor Cortical Plasticity by Attention
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The mirror neuron system is more active during complementary compared with imitative action
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“While there is accumulating evidence that both mirror neuron system activity (Catmur et al., 2007; Chong et al., 2008; Molenberghs et al., 2012; Newman-Norlund et al., 2007) and imitative compatibility effects (Chong et al., 2009; Leighton et al., 2010; Liepelt et al., 2009; Likowski et al., 2008;…”
Correspondence effects with manual gestures and postures: a study of imitation
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Correspondence effects with manual gestures and postures: A study of imitation.
Stürmer, B., Aschersleben, G., & Prinz, W. (2000) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.26.6.1746 · Cited by 296 · cited 3× · see citing works
“For example, participants are faster to perform a grasping action while simultaneously observing a grasping action than while observing a hand opening (Stürmer et al., 2000).”
It takes two to mimic: Behavioral consequences of self-construals.
van Baaren, R. B., Maddux, W. W., Chartrand, T. L., de Bouter, C., & van Knippenberg, A. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.84.5.1093 · Cited by 296 · cited 2× · see citing works
“…world imitation; however, recent work demonstrates that contextual modulation of imitative behaviors is similar when they are measured in the laboratory with simplistic tasks such as this one and in more naturalistic environments as social mimicry (Leighton et al., 2010; van Baaren et al., 2003).”
Somatic and motor components of action simulation
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Modulation of spinal excitability during observation of hand actions in humans
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Imitative response tendencies following observation of intransitive actions
Bertenthal, B. I., Longo, M. R., & Kosobud, A. (2006) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/0096-1523.32.2.210 · Cited by 183 · cited 2× · see citing works
“While it would be ideal for responses to be similar on this dimension, this seems less likely to effect the overall results, given that the human mirror neuron system responds to both transitive and intransitive actions (Rizzolatti and Craighero, 2004) and that automatic imitation has also been demonstrated for both t…”
Social attitudes modulate automatic imitation
Leighton, J., Bird, G., Orsini, C., & Heyes, C. (2010) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2010.07.001 · Cited by 181 · cited 4× · see citing works
“, 2007) and imitative compatibility effects (Chong et al., 2009; Leighton et al., 2010; Liepelt et al., 2009; Likowski et al., 2008; van Baaren et al., 2003) can bemodulated by attention and contextual factors, to date there is no neurophysiological evidence demonstrating that controlling imitative tendencies (i.”
InfluentialControl of shared representations relies on key processes involved in mental state attribution
Spengler, S., von Cramon, D. Y., & Brass, M. (2009) · Human Brain Mapping · doi:10.1002/hbm.20800 · Cited by 170 · cited 2× · see citing works
“These findings are consistent with theories proposingMNSmodulation as a way to control unwanted imitation (Spengler et al., 2009).”
S–R compatibility and response selection
Eimer, M., Hommel, B., & Prinz, W. (1995) · Acta Psychologica · doi:10.1016/0001-6918(95)00022-m · Cited by 154 · cited 1× · see citing works
“Likemany other forms of SRC inwhich participants respond to static symbolic stimuli (De Jong et al., 1994; Eimer et al., 1995), imitative compatibility effects are attributed to automatic activation of the stimulus– compatible motor representation.”
Imitation and utilisation behaviour
De Renzi, E., Cavalleri, F., & Facchini, S. (1996) · Journal of Neurology, Neurosurgery & Psychiatry · doi:10.1136/jnnp.61.4.396 · Cited by 151 · cited 1× · see citing works
“…and naturalistic settings (Brass et al., 2000; Chartrand and Bargh, 1999), and the existence of patients who imitate uncontrollably after brain damage (De Renzi et al., 1996; Lhermitte et al., 1986) suggests that some active inhibitory mechanism is required to control automatic imitation.”
Choice reaction with variable S–R mapping
Shaffer, L. H. (1965) · Journal of Experimental Psychology · doi:10.1037/h0022207 · Cited by 149 · see citing works
From monkey mirror neurons to primate behaviours: possible ‘direct’ and ‘indirect’ pathways
Ferrari, P. F., Bonini, L., & Fogassi, L. (2009) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2009.0062 · Cited by 120 · see citing works
Koch, G., Versace, V., Bonnì, S., Lupo, F., Gerfo, E. L., Oliveri, M., & Caltagirone, C. (2010) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2010.07.037 · Cited by 119 · see citing works
Attention influences the excitability of cortical motor areas in healthy humans
Conte, A., Gilio, F., Iezzi, E., Frasca, V., Inghilleri, M., & Berardelli, A. (2007) · Experimental Brain Research · doi:10.1007/s00221-007-0975-3 · Cited by 118 · cited 2× · see citing works
“attention and task difficulty are known to modulate corticospinal excitability and plasticity (Beck and Hallett, 2010; Conte et al., 2007; Pearce and Kidgell, 2009; Stefan et al., 2004).”
Selective attention modulates inferior frontal gyrus activity during action observation
Chong, T. T.-J., Williams, M. A., Cunnington, R., & Mattingley, J. B. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2007.11.030 · Cited by 118 · cited 1× · see citing works
“While there is accumulating evidence that both mirror neuron system activity (Catmur et al., 2007; Chong et al., 2008; Molenberghs et al., 2012; Newman-Norlund et al., 2007) and imitative compatibility effects (Chong et al., 2009; Leighton et al., 2010; Liepelt et al., 2009; Likowski et al., 2008;…”
Cross, K. A., Torrisi, S., Reynolds Losin, E. A., & Iacoboni, M. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.06.060 · Cited by 113 · cited 1× · see citing works
“This is in line with previous fMRI studies examining control of imitative tendencies, which have proposed mechanisms involving MNS modulation (Cross et al., 2013; Spengler et al., 2009).”
Self-citationStrategical determinants of compatibility effects with task uncertainty
de Jong, R. (1995) · Acta Psychologica · doi:10.1016/0001-6918(94)e0067-p · Cited by 88 · cited 4× · see citing works
“In line with previous studies using non-imitative stimuli (De Jong, 1995; Ehrenstein and Proctor, 1998; Stoffels, 1996; Vu and Proctor, 2004), the compatibility effect (faster imitative than counterimitative responses) was reduced when stimulus–response mapping information was not provided in…”
InfluentialEarly and late motor responses to action observation
Barchiesi, G., & Cattaneo, L. (2013) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss049 · Cited by 84 · cited 2× · see citing works
“motor resonance literature (Barchiesi and Cattaneo, 2013), a pilot study confirmed that the stimuli and timing did in fact evoke motor resonance.”
Automatic imitation of intransitive actions
Press, C., Bird, G., Walsh, E., & Heyes, C. (2008) · Brain and Cognition · doi:10.1016/j.bandc.2007.11.001 · Cited by 83 · cited 2× · see citing works
“While it would be ideal for responses to be similar on this dimension, this seems less likely to effect the overall results, given that the human mirror neuron system responds to both transitive and intransitive actions (Rizzolatti and Craighero, 2004) and that automatic imitation has also been demonstrated for both t…”
The role of selective attention in matching observed and executed actions
Chong, T. T. ‐., Cunnington, R., Williams, M., & Mattingley, J. B. (2008) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2008.12.008 · Cited by 80 · cited 2× · see citing works
“, 2007) and imitative compatibility effects (Chong et al., 2009; Leighton et al., 2010; Liepelt et al., 2009; Likowski et al., 2008; van Baaren et al., 2003) can bemodulated by attention and contextual factors, to date there is no neurophysiological evidence demonstrating that controlling imitative tendencies (i.”
Vu, K.-P. L., & Proctor, R. W. (2004) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/02724980343000387 · Cited by 67 · cited 6× · see citing works
“In line with previous studies using non-imitative stimuli (De Jong, 1995; Ehrenstein and Proctor, 1998; Stoffels, 1996; Vu and Proctor, 2004), the compatibility effect (faster imitative than counterimitative responses) was reduced when stimulus–response mapping information was not provided in advance of the imperative…”
InfluentialEffect of discharge desynchronization on the size of motor evoked potentials: an analysis
Rösler, K. M., Petrow, E., Mathis, J., Arányi, Z., Hess, C. W., & Magistris, M. R. (2002) · Clinical Neurophysiology · doi:10.1016/s1388-2457(02)00263-8 · Cited by 58 · cited 2× · see citing works
“Since even very smallmuscle contractions increaseMEP size (Rösler et al., 2002),MEPswere excludedwhen activity was identified in the 100 ms prior to TMS stimulation upon visual inspection while blinded to condition (only 2.7% of trials).”
InfluentialActivation patterns during action observation are modulated by context in mirror system areas
Molenberghs, P., Hayward, L. E., Mattingley, J. B., & Cunnington, R. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.07.080 · Cited by 53 · see citing works
Corticomotor excitability during precision motor tasks
Pearce, A. J., & Kidgell, D. J. (2009) · Journal of Science and Medicine in Sport · doi:10.1016/j.jsams.2007.12.005 · Cited by 53 · see citing works
Surround inhibition is modulated by task difficulty
Beck, S., & Hallett, M. (2010) · Clinical Neurophysiology · doi:10.1016/j.clinph.2009.09.010 · Cited by 52 · cited 2× · see citing works
“attention and task difficulty are known to modulate corticospinal excitability and plasticity (Beck and Hallett, 2010; Conte et al., 2007; Pearce and Kidgell, 2009; Stefan et al., 2004).”
Uncertainty and processing routes in the selection of a response: An S-R compatibility study
Stoffels, E. J. (1996) · Acta Psychologica · doi:10.1016/0001-6918(95)00063-1 · Cited by 49 · cited 2× · see citing works
“In line with previous studies using non-imitative stimuli (De Jong, 1995; Ehrenstein and Proctor, 1998; Stoffels, 1996; Vu and Proctor, 2004), the compatibility effect (faster imitative than counterimitative responses) was reduced when stimulus–response mapping information was not provided in…”
Contextual movement constraints of others modulate motor preparation in the observer
Liepelt, R., Ullsperger, M., Obst, K. U., Spengler, S., von Cramon, D. Y., & Braß, M. (2008) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2008.07.008 · Cited by 48 · see citing works
Lidierth, M. (1986) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(86)90163-x · Cited by 47 · cited 1× · see citing works
“The time of muscle activation was determined for flexion (FDI) and extension (EDC) responses using custom MATLAB software implementing a double threshold procedure (Lidierth, 1986) and was verified visually for each trial while blinded to condition.”
Spatial S–R compatibility: positional instruction vs. compatibility instruction
Heister, G., & Schroeder-Heister, P. (1994) · Acta Psychologica · doi:10.1016/0001-6918(94)90017-5 · Cited by 27 · cited 2× · see citing works
“…is known before the stimulus—the automatic response route is suppressed selectively for incompatible trials, so that compatible trials have a speed advantage due to automatic response activation (De Jong, 1995; Heister and Schroeder-Heister, 1994; Shaffer, 1965; Vu and Proctor, 2004).”
Selecting mapping rules and responses in mixed compatibility four-choice tasks
Ehrenstein, A., & Proctor, R. W. (1998) · Psychological Research · doi:10.1007/s004260050028 · Cited by 18 · cited 2× · see citing works
“In line with previous studies using non-imitative stimuli (De Jong, 1995; Ehrenstein and Proctor, 1998; Stoffels, 1996; Vu and Proctor, 2004), the compatibility effect (faster imitative than counterimitative responses) was reduced when stimulus–response mapping information was not provided in…”
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Automatic imitation: A meta-analysis.
Cracco, E., Bardi, L., Desmet, C., Genschow, O., Rigoni, D., De Coster, L., Radkova, I., Deschrijver, E., & Brass, M. (2018) · Psychological Bulletin · doi:10.1037/bul0000143 · Cited by 228 · see citing works
Tee, E. (2015) · The Leadership Quarterly · doi:10.1016/j.leaqua.2015.05.009 · Cited by 91 · see citing works
“Studies employing fMRI further support the proposition that our underlying neuralmechanisms allow individuals to regulate ourmimicry tendencies (Cross & Iacoboni, 2014; Cross, Torrisi, Reynolds Losin, & Iacoboni, 2013).”
BackgroundTarhan, L., Watson, C. E., & Buxbaum, L. J. (2015) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00876 · Cited by 94 · see citing works
“…are both viewed and planned, computed in a specialized brain network in ventral premotor and inferior parietal cortex known as “the mirror system” (e.g., Cross & Iacoboni, 2014; Enticott et al., 2012; Molenberghs, Cunnington, & Mattingley, 2012; Van Overwalle & Baetens, 2009; see also Caspers,…”
BackgroundMore than an imitation game: Top-down modulation of the human mirror system
Campbell, M. E. J., & Cunnington, R. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.01.035 · Cited by 59 · see citing works
“A phenomenon variously termed motor resonance (e.g. Cross and Iacoboni, 2014a), mirroring (Rizzolatti and Fogassi, 2014) and vicarious activation (Keysers and Gazzola, 2009), has been identified as a critical part of this perception-action-loop.”
InfluentialCase, L. K., Pineda, J. A., & Ramachandran, V. S. (2015) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2015.04.005 · Cited by 47 · see citing works
The role of attention in human motor resonance
Puglisi, G., Leonetti, A., Landau, A. N., Fornia, L., Cerri, G., & BORRONI, P. F. (2017) · PLoS ONE · doi:10.1371/journal.pone.0177457 · Cited by 42 · see citing works
The inhibition of automatic imitation: A meta-analysis and synthesis of fMRI studies
Darda, K. M., & Ramsey, R. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.04.059 · Cited by 40 · see citing works
Observation and imitation of actions performed by humans, androids, and robots: an EMG study
Hofree, G., Ürgen, B. A., Winkielman, P., & Saygın, A. P. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00364 · Cited by 39 · see citing works
“Those participants were 18–22 years of age; 17 were female.”
BackgroundMethodSimon, S., & Mukamel, R. (2016) · Brain and Behavior · doi:10.1002/brb3.494 · Cited by 34 · see citing works
“Such subliminal activity could help explain phenomena such as covert imitation.”
BackgroundDarda, K. M., Butler, E. E., & Ramsey, R. (2018) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01261 · Cited by 30 · see citing works
“However, recent studies suggest that imitation control (and social cognition more broadly) relies on interactions between bottom – up and top – down processes (Christov-Moore, Conway, & Iacoboni, 2017; Cross & Iacoboni, 2014; Bohl & van den Bos, 2012).”
BackgroundStudying Implicit Social Cognition with Noninvasive Brain Stimulation
Marini, M., Banaji, M. R., & Pascual‐Leone, Á. (2018) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2018.07.014 · Cited by 30 · see citing works
Intentionally not imitating: Insula cortex engaged for top-down control of action mirroring
Campbell, M. E. J., Mehrkanoon, S., & Cunnington, R. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2018.01.037 · Cited by 25 · see citing works
How Task Interactivity Shapes Action Observation
Sacheli, L. M., Verga, C., Arcangeli, E., Banfi, G., Tettamanti, M., & Paulesu, E. (2019) · Cerebral Cortex · doi:10.1093/cercor/bhz205 · Cited by 26 · see citing works
Agosta, S., Battelli, L., & Casile, A. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.01.066 · Cited by 19 · see citing works
“In general, stable MEPs are easier to obtain from FDI than EDC (Cross and Iacoboni, 2014).”
BackgroundMotor performance benefits of matched limb imitation in prosthesis users
Cusack, W. F., Patterson, R., Thach, S., et al. (2014) · Experimental Brain Research · doi:10.1007/s00221-014-3904-2 · Cited by 17 · see citing works
How preschoolers and adults represent their joint action partner’s behavior
Sacheli, L. M., Meyer, M., Hartstra, E., Harold Bekkering, A., & Hunnius, S. (2017) · Psychological Research · doi:10.1007/s00426-017-0929-8 · Cited by 16 · see citing works
Jacquet, P. O., Roy, A. C., Chambon, V., Borghi, A. M., Salemme, R., Farnè, A., & Reilly, K. T. (2016) · Scientific Reports · doi:10.1038/srep26995 · Cited by 14 · see citing works
Lawson, D. T., Cusack, W. F., Lawson, R. R., Hardy, A., Kistenberg, R. S., & Wheaton, L. A. (2016) · Journal of Motor Behavior · doi:10.1080/00222895.2015.1134432 · Cited by 14 · see citing works
“As we did not see similar effects between the sagittal and coronal perspective video groups, this would suggest that the effects are beyond SRC (as described in Vankov and Kokinov [2013]; Cross & Iacoboni, 2014), where the state of the observer better matches that of the observed.”
BackgroundResultVarlet, M., Novembre, G., & Keller, P. E. (2017) · European Journal of Neuroscience · doi:10.1111/ejn.13581 · Cited by 11 · see citing works
The inhibition of motor contagion induced by action observation
Takeuchi, T., Ikudome, S., Unenaka, S., Ishii, Y., Mori, S., Mann, D. L., & Nakamoto, H. (2018) · PLoS ONE · doi:10.1371/journal.pone.0205725 · Cited by 11 · see citing works
Pelosin, E., Bisio, A., Pozzo, T., Lagravinese, G., Crisafulli, O., Marchese, R., Abbruzzese, G., & Avanzino, L. (2018) · Frontiers in Neurology · doi:10.3389/fneur.2018.00105 · Cited by 11 · see citing works
Auditory-Motor Matching in Vocal Recognition and Imitative Learning
Tramacere, A., Wada, K., Okanoya, K., Iriki, A., & Ferrari, P. F. (2019) · Neuroscience · doi:10.1016/j.neuroscience.2019.01.056 · Cited by 8 · see citing works
Automatic imitation in youngsters with Gilles de la Tourette syndrome: A behavioral study
Quadrelli, E., Bartoli, B., Bolognini, N., Cavanna, A. E., Zibordi, F., Nardocci, N., Turati, C., & Termine, C. (2021) · Child Neuropsychology · doi:10.1080/09297049.2021.1892050 · Cited by 7 · see citing works
“In many situations, imitation can be maladaptive, and it is essential to avoid the tendency to automatically imitate others (Cross & Iacoboni, 2014; Darda & Ramsey, 2019).”
BackgroundRudolph, A., Liepelt, R., Kaffes, M., Hofmann-Shen, C., Montag, C., & Neuhaus, A. H. (2022) · Schizophrenia Research · doi:10.1016/j.schres.2021.12.024 · Cited by 7 · see citing works
Pathological Imitative Behavior and Response Preparation in Schizophrenia
Dankinas, D., Mėlynytė, S., Šiurkutė, A., & Dapšys, K. (2017) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acx034 · Cited by 7 · see citing works
The relationship between inhibition of automatic imitation and personal cognitive styles
Nishimura, Y., Ikeda, Y., & Higuchi, S. (2018) · Journal of PHYSIOLOGICAL ANTHROPOLOGY · doi:10.1186/s40101-018-0184-8 · Cited by 8 · see citing works
“sults reported in earlier studies [26].”
Patzwald, C., Matthes, D., & Elsner, B. (2020) · Infant Behavior and Development · doi:10.1016/j.infbeh.2019.101414 · Cited by 6 · see citing works
LAS NEURONAS ESPEJO: UNA GÉNESIS BIOLÓGICA DE LA COMPLEMENTARIEDAD RELACIONAL
Cebeiro, M. R., Argentina, E. S., Rodríguez, S., & Argentina, E. S. (2019) · Papeles del Psicólogo - Psychologist Papers · doi:10.23923/pap.psicol2019.2900 · Cited by 9 · see citing works
“…ejemplo al pensar en copiar el movimiento que será observado, no solo se activa la red neuronal espejo que es ajena a toda intención sino que se acciona significativamente, como señalamos, el área media occipital y parte inferior del lóbulo parietal (Campbell et al., 2018; Cross & Iacoboni, 2014).”
BackgroundInfluentialInsula cortex gates the interplay of action observation and preparation for controlled imitation
Campbell, M. E. J., Nguyen, V. T., Cunnington, R., & Breakspear, M. J. (2021) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2021.108021 · Cited by 7 · see citing works
The inhibition of automatic imitation: a meta-analysis and synthesis of fMRI studies
Darda, K. M., & Ramsey, R. (2018) · bioRxiv · doi:10.1101/334938
“In many situations, imitation can be maladaptive, and it is essential to circumvent the tendency to automatically imitate (Cross and Iacoboni, 2014; Cross et al., 2013; van Schie et al., 2008; NewmanNorlund et al., 2007).”
Behavioural Synchronisation between Dogs and Humans: Unveiling Interspecific Motor Resonance?
Lamontagne, A., & Gaunet, F. (2024) · Animals · doi:10.3390/ani14040548 · Cited by 6 · see citing works
Social Motor Priming: when offline interference facilitates motor execution
Betti, S., Chinellato, E., Guerra, S., Castiello, U., & Sartori, L. (2019) · PeerJ · doi:10.7717/peerj.7796 · Cited by 4 · see citing works
Darda, K. M., Butler, E. E., & Ramsey, R. (2018) · doi:10.31234/osf.io/rvh56 · Cited by 4 · see citing works
Observing end-state comfort favorable actions does not modulate action plan recall
Seegelke, C. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00045 · Cited by 3 · see citing works
“…by recent TMS studies (Sartori et al., 2012, 2013; www.frontiersin.org January 2015 | Volume 6 | Article 45 | 5 Barchiesi and Cattaneo, 2013; Cross and Iacoboni, 2014) forwarding the view of a biphasic time course of brain activation to action observation, whereby direct matching mechanisms…”
BackgroundRiva, F., Pronizius, E., Lenger, M., Kronbichler, M., Silani, G., & Lamm, C. (2023) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsad034 · Cited by 1 · see citing works
Experiencing Others: The Science of Empathy
Sahu, S. (2023) · Springer eBooks · doi:10.1007/978-981-99-3493-5_11 · Cited by 2 · see citing works
Visual Perception of Incomplete Human-Like Body Postures: A Near-Infrared Spectroscopy Study
Ito, H., Saito, H., Oi, M., Shiraishi, T., Meng, S., & Palacios, V. A. (2014) · Journal of Behavioral and Brain Science · doi:10.4236/jbbs.2014.412053 · Cited by 2 · see citing works
“Recent studies indicate that some inhibitory mechanism is required to control automatic activity of MNS [15]-[17].”
BackgroundCognitive empathy modulates the visual perception of human-like body postures without imitation
Oi, M., Ito, H., Saito, H., Meng, S., & Palacios, V. A. (2015) · Journal of Cognitive Psychology · doi:10.1080/20445911.2015.1127250 · Cited by 2 · see citing works
“Recent studies demonstrate that some inhibitory mechanism is required to control automatic activity of the MNS (Brass, Ruby, & Spengler, 2009; Cross & Iacoboni, 2014; Cross, Torrisi, Losin, & Iacoboni, 2013).”
BackgroundThe effect of automatic imitation in serial movements with different effectors
Ito, H. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1224673 · Cited by 1 · see citing works
“…task showed that activity in the mirror neuron system is modulated by mechanisms that encourage action when humans try to lift their index fingers when another person does the same, but inhibit action when another person lifts a different finger (Cross et al., 2013; Cross and Iacoboni, 2014).”
BackgroundGrigaityte, K., & Iacoboni, M. (2016) · Cambridge University Press eBooks · doi:10.1017/cbo9781107279353.003 · Cited by 1 · see citing works
Self-citationIto, H. (2017) · PSYCHOLOGIA · doi:10.2117/psysoc.2017.57
“…areas of the human MNS. Recent studies in neuroimaging, however, indicate that certain brain regions involved in the inhibitory mechanism are engaged to control automatic MNS activity (Brass, Ruby, & Spengler, 2009; Cross & Iacoboni, 2014; Cross, Torrisi, Losin, & Iacoboni, 2013; Ito et al., 2014).”
BackgroundExperience Dependent Sensorimotor Functioning in Adults with Severe Autism Spectrum Disorder
Oulton, J. (2019) · Liverpool John Moores University · doi:10.24377/ljmu.t.00011673
“This is an area associated with action observation, which is supposedly suppressed in autistic individuals (Cross & Iacoboni, 2014; Oberman et al., 2005; Ramachandran & Oberman, 2006).”
BackgroundEmotional Response Valence Facilitates Automatic Imitation of Visual SpeechPreprint
Virhia, J., Kotz, S. A., & Adank, P. (2018) · doi:10.31234/osf.io/q43xd
Aboitiz, F. (2017) · Palgrave Macmillan UK eBooks · doi:10.1057/978-1-137-54060-7_8
Iacoboni, M. (2016) · Springer eBooks · doi:10.1007/978-3-319-16999-6_3336-1
Self-citationIacoboni, M. (2021) · Springer eBooks · doi:10.1007/978-3-319-19650-3_3336
Self-citationThe efficacy of picture vs. word danger cues in reducing imitation of dangerous actions in children
Dong, S., Zhao, L., Bian, Z., & Wang, Y. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1402021
“Actually, in some scenarios (e.g., the demonstrator has self-harm behavior), imitation can be inappropriate, and it is essential to circumvent the tendency to imitate (Cross and Iacoboni, 2014).”
BackgroundXiaodan Wu Fourth-Year Ph.D. Student at UniboPreprint
Wu, X. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5385836
Reggente, N., Lulla, R., Durinski, T., Kaplan, J., Iacoboni, M., & Christov‐Moore, L. (2026) · Neuroimaging · doi:10.3390/neuroimaging1030011
Self-citation
- Authors
- Cross, K. A., & Iacoboni, M.
- Affiliations
- University of California, Los Angeles (US)
- Corresponding author
- Cross, Katy A.
- Venue
- NeuroImage
- Publisher
- Elsevier BV
- Published
- 2014-05
- Volume
- 91
- Pages
- 228-236
- ISSN
- 1053-8119 (ISSN-L)
- PMC
- PMC4117687
- OpenAlex
- W2060488961
- Cited by
- 54
- References
- 45
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 2 · 2023: 3 · 2022: 1 · 2021: 3 · 2020: 1 · 2019: 10 · 2018: 9 · 2017: 7 · 2016: 6 · 2015: 6 · 2014: 2
- FWCI
- 10.08
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- NeuroImage (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Center for Research Resources (NCRR) (RR12169, RR13642, RR00865)
- National Institute of Mental Health (5F30MH091808-02)
- National Institutes of Health (NIH)
- Topics
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Free Will and Agency
- Keywords
- imitation, stimulus-response compatibility, motor resonance, action observation, mirror neuron system, corticospinal excitability, response preparation, response suppression
- MeSH terms
- Adolescent, Adult, Choice Behavior, Cognition, Cues, Electromyography, Female, Hand, Humans
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