The DOI matches its Crossref record; 196 of the 196 references it cites were found in a registry or an index.
Assessing human mirror activity with EEG mu rhythm: A meta-analysis.
Open accessAbstract
A fundamental issue in cognitive neuroscience is how the brain encodes others' actions and intentions. In recent years, a potential advance in our knowledge on this issue is the discovery of mirror neurons in the motor cortex of the nonhuman primate. These neurons fire to both execution and observation of specific types of actions. Researchers use this evidence to fuel investigations of a human mirror system, suggesting a common neural code for perceptual and motor processes. Among the methods used for inferring mirror system activity in humans are changes in a particular frequency band in the electroencephalogram (EEG) called the mu rhythm. Mu frequency appears to decrease in amplitude (reflecting cortical activity) during both action execution and action observation. The current meta-analysis reviewed 85 studies (1,707 participants) of mu that infer human mirror system activity. Results demonstrated significant effect sizes for mu during execution (Cohen's d = 0.46, N = 701) as well as observation of action (Cohen's d = 0.31, N = 1,508), confirming a mirroring property in the EEG. A number of moderators were examined to determine the specificity of these effects. We frame these meta-analytic findings within the current discussion about the development and functions of a human mirror system, and conclude that changes in EEG mu activity provide a valid means for the study of human neural mirroring. Suggestions for improving the experimental and methodological approaches in using mu to study the human mirror system are offered.
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Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007) · Behavior Research Methods · doi:10.3758/bf03193146 · Cited by 65,971
Statistical Power Analysis for the Behavioral Sciences (2nd ed.).
Lachenbruch, P. A., & Cohen, J. (1989) · Journal of the American Statistical Association · doi:10.2307/2290095 · Cited by 37,395
Duval, S., & Tweedie, R. (2000) · Biometrics · doi:10.1111/j.0006-341x.2000.00455.x · Cited by 14,099
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2021) · doi:10.1002/9781119558378 · Cited by 9,799
Rizzolatti, G., & Craighero, L. (2004) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.27.070203.144230 · Cited by 7,433
Action recognition in the premotor cortex
Gallese, V., Fadiga, L., Fogassi, L., & Rizzolatti, G. (1996) · Brain · doi:10.1093/brain/119.2.593 · Cited by 4,968
Premotor cortex and the recognition of motor actions
Rizzolatti, G., Fadiga, L., Gallese, V., & Fogassi, L. (1996) · Cognitive Brain Research · doi:10.1016/0926-6410(95)00038-0 · Cited by 4,870
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
Neurophysiological mechanisms underlying the understanding and imitation of action
Rizzolatti, G., Fogassi, L., & Gallese, V. (2001) · Nature Reviews Neuroscience · doi:10.1038/35090060 · Cited by 3,302
Cattaneo, L., & Rizzolatti, G. (2009) · Archives of Neurology · doi:10.1001/archneurol.2009.41 · Cited by 3,137
Cited by
What meta-analyses reveal about the replicability of psychological research.
Stanley, T. D., Carter, E. C., & Doucouliagos, H. (2018) · Psychological Bulletin · doi:10.1037/bul0000169 · Cited by 307
Mu suppression – A good measure of the human mirror neuron system?
Hobson, H. M., & Bishop, D. V. M. (2016) · Cortex · doi:10.1016/j.cortex.2016.03.019 · Cited by 256
Interpersonal Influences on Body Representations in the Infant Brain
Drew, A. R., Meltzoff, A. N., & Marshall, P. J. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.02601 · Cited by 13
Metadata
- Authors
- Fox, N. A., Bakermans-Kranenburg, M. J., Yoo, K. H., Bowman, L. C., Cannon, E. N., Vanderwert, R. E., Ferrari, P. F., & van IJzendoorn, M. H.
- Venue
- Psychological Bulletin
- Published
- 2016
- Volume
- 142
- Issue
- 3
- Pages
- 291-313
- ISSN
- 0033-2909 (ISSN-L)
- 1939-1455
- OpenAlex
- W2199148690
- Cited by
- 440
- References
- 196
- FWCI
- 39.11
- Type
- journal article
- Language
- en
- Open access
- green
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- Fox, N. A., Bakermans-Kranenburg, M. J., Yoo, K. H., Bowman, L. C., Cannon, E. N., Vanderwert, R. E., Ferrari, P. F., & van IJzendoorn, M. H. (2016). Assessing human mirror activity with EEG mu rhythm: A meta-analysis. Psychological Bulletin. https://doi.org/10.1037/bul0000031
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