Behavioral and Electrophysiological Evidence of Enhanced Performance Monitoring in Meditators
Performance monitoring—the ability to monitor ongoing performance to detect and correct errors—is a core component of cognitive control. Impairments in performance monitoring have been associated with several psychiatric disorders, including attention deficit hyperactivity disorder and substance use disorder. Recent research indicates that the practice of meditation, as a mental training technique, may improve cognitive control. However, if and to what extent regular long-term meditation practice may enhance performance monitoring is currently unknown. The present study examined effects of meditation practice on behavioral and electrophysiological indices of performance monitoring. A group of meditators and an experience-matched active control group (non-meditator athletes) performed an Eriksen-Flanker task while their brain activity was recorded using electroencephalography (EEG). Behaviorally, meditators made significantly fewer errors than controls on incongruent trials. EEG analyses revealed a general increase in the amplitude of two brain potentials associated with performance monitoring—the error negativity (Ne) or error-related negativity (ERN) and correct-related negativity (CRN)—in meditators compared to controls. These findings, which are indicative of enhanced performance monitoring in meditators, corroborate the idea that meditation could be a recommendable practice to train and improve cognitive control, specifically performance monitoring.
KeywordsMeditation Performance monitoring Error-related negativity Cognitive control EEG
CA designed and executed the study, performed the data analyses, and wrote the paper. CM collaborated with the programming and data analyses. VL collaborated with the design and writing of the study. HS collaborated with the design and writing of the study. IF collaborated with the design and writing of the study. DC collaborated with the design and writing of the study.
Compliance with Ethical Standards
Conflict of Interest
The authors declare that they have no conflicts of interest.
Human and animal rights
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
This work was supported by the National Committee of Science and Technology of Chile (CONICYT) National PhD Grant [21140175 to CI.A.], National Fund for Scientific and Technologic Development (FONDECYT) Grant [1130758 to V.L. and D.C], and the Fund for Innovation and Competitiveness (FIC) of the Chilean Ministry of Economy, Development and Tourism, through the Millennium Scientific Initiative, Grant [IS 130005—MIDAP to D.C.].
- Allen, M., Dietz, M., Blair, K. S., van Beek, M., Rees, G., Vestergaard-Poulsen, P., … Roepstorff, A. (2012). Cognitive-affective neural plasticity following active-controlled mindfulness intervention. Journal of Neuroscience, 32(44), 15601–15610. doi: 10.1523/JNEUROSCI.2957-12.2012.
- Brazil, I. A., de Bruijn, E. R., Bulten, B. H., von Borries, A. K., van Lankveld, J. J., Buitelaar, J. K., & Verkes, R. J. (2009). Early and late components of error monitoring in violent offenders with psychopathy. Biological Psychiatry, 65(2), 137–143. doi: 10.1016/j.biopsych.2008.08.011.CrossRefPubMedGoogle Scholar
- Brefczynski-Lewis, J. A., Lutz, A., Schaefer, H. S., Levinson, D. B., & Davidson, R. J. (2007). Neural correlates of attentional expertise in long-term meditation practitioners. Proceedings of the National Academy of Sciences of the United States of America, 104(27), 11483–11488. doi: 10.1073/pnas.0606552104.CrossRefPubMedPubMedCentralGoogle Scholar
- Casey, B. J., Trainor, R., Giedd, J., Vauss, Y., Vaituzis, C. K., Hamburger, S., … Rapoport, J. L. (1997). The role of the anterior cingulate in automatic and controlled processes: a developmental neuroanatomical study. Developmental Psychobiology, 30(1), 61–69.Google Scholar
- Desbordes, G., Negi, L. T., Pace, T. W., Wallace, B. A., Raison, C. L., & Schwartz, E. L. (2012). Effects of mindful-attention and compassion meditation training on amygdala response to emotional stimuli in an ordinary, non-meditative state. Frontiers in Human Neuroscience, 6, 292. doi: 10.3389/fnhum.2012.00292.CrossRefPubMedPubMedCentralGoogle Scholar
- Eggenberger, P., Theill, N., Holenstein, S., Schumacher, V., & de Bruin, E. D. (2015). Multicomponent physical exercise with simultaneous cognitive training to enhance dual-task walking of older adults: a secondary analysis of a 6-month randomized controlled trial with 1-year follow-up. Clinical Interventions in Aging, 10, 1711–1732. doi: 10.2147/CIA.S91997.CrossRefPubMedPubMedCentralGoogle Scholar
- Euser, A. S., Evans, B. E., Greaves-Lord, K., Huizink, A. C., & Franken, I. H. (2013). Diminished error-related brain activity as a promising endophenotype for substance-use disorders: evidence from high-risk offspring. Addiction Biology, 18(6), 970–984. doi: 10.1111/adb.12002.CrossRefPubMedGoogle Scholar
- Froeliger, B. E., Garland, E. L., Modlin, L. A., & McClernon, F. J. (2012). Neurocognitive correlates of the effects of yoga meditation practice on emotion and cognition: a pilot study. Frontiers in Integrative Neuroscience, 6, 48. doi: 10.3389/fnint.2012.00048.CrossRefPubMedPubMedCentralGoogle Scholar
- Hart, W. (1987). The art of living: Vipassana meditation as taught by S. N. Goenka. New York: HarperOne.Google Scholar
- Holzel, B. K., Ott, U., Hempel, H., Hackl, A., Wolf, K., Stark, R., & Vaitl, D. (2007). Differential engagement of anterior cingulate and adjacent medial frontal cortex in adept meditators and non-meditators. Neuroscience Letters, 421(1), 16–21. doi: 10.1016/j.neulet.2007.04.074.CrossRefPubMedGoogle Scholar
- Houthoofd, S., Morrens, M., Sabbe, B., Schrijvers, D., Vandendriessche, F., Hulstijn, W., & de Bruijn, E. R. (2013). Trait and state aspects of internal and external performance monitoring in schizophrenia. International Journal of Psychophysiology, 87(1), 42–51. doi: 10.1016/j.ijpsycho.2012.10.016.CrossRefPubMedGoogle Scholar
- Lahat, A., Lamm, C., Chronis-Tuscano, A., Pine, D. S., Henderson, H. A., & Fox, N. A. (2014). Early behavioral inhibition and increased error monitoring predict later social phobia symptoms in childhood. Journal of the American Academy of Child and Adolescent Psychiatry, 53(4), 447–455. doi: 10.1016/j.jaac.2013.12.019.CrossRefPubMedPubMedCentralGoogle Scholar
- Larson, M. J., Gray, A. C., Clayson, P. E., Jones, R., & Kirwan, C. B. (2013a). What are the influences of orthogonally-manipulated valence and arousal on performance monitoring processes? The effects of affective state. International Journal of Psychophysiology, 87(3), 327–339. doi: 10.1016/j.ijpsycho.2013.01.005.CrossRefPubMedGoogle Scholar
- Lievaart, M., van der Veen, F. M., Huijding, J., Naeije, L., Hovens, J. E., & Franken, I. H. (2015). Trait anger in relation to neural and behavioral correlates of response inhibition and error-processing. International Journal of Psychophysiology, 99, 40–47. doi: 10.1016/j.ijpsycho.2015.12.001.CrossRefPubMedGoogle Scholar
- Luijten, M., Machielsen, M. W., Veltman, D. J., Hester, R., de Haan, L., & Franken, I. H. (2014). Systematic review of ERP and fMRI studies investigating inhibitory control and error processing in people with substance dependence and behavioural addictions. Journal of Psychiatry and Neuroscience, 39(3), 149–169.CrossRefPubMedPubMedCentralGoogle Scholar
- Lutz, A., Slagter, H. A., Rawlings, N. B., Francis, A. D., Greischar, L. L., & Davidson, R. J. (2009). Mental training enhances attentional stability: neural and behavioral evidence. The Journal of Neuroscience, 29(42), 13418–13427. doi: 10.1523/JNEUROSCI.1614-09.2009.CrossRefPubMedPubMedCentralGoogle Scholar
- Perez, V. B., Ford, J. M., Roach, B. J., Woods, S. W., McGlashan, T. H., Srihari, V. H., … Mathalon, D. H. (2012). Error monitoring dysfunction across the illness course of schizophrenia. Journal of Abnormal Psychology, 121(2), 372–387. doi: 10.1037/a0025487.
- Rabella, M., Grasa, E., Corripio, I., Romero, S., Mananas, M. A., Antonijoan, R. M., … Riba, J. (2016). Neurophysiological evidence of impaired self-monitoring in schizotypal personality disorder and its reversal by dopaminergic antagonism. Neuroimage: Clinical, 11, 770–779. doi: 10.1016/j.nicl.2016.05.019.
- Ridderinkhof, K. R., van den Wildenberg, W. P., Segalowitz, S. J., & Carter, C. S. (2004). Neurocognitive mechanisms of cognitive control: the role of prefrontal cortex in action selection, response inhibition, performance monitoring, and reward-based learning. Brain and Cognition, 56(2), 129–140. doi: 10.1016/j.bandc.2004.09.016.CrossRefPubMedGoogle Scholar
- Tang, Y. Y., Lu, Q., Geng, X., Stein, E. A., Yang, Y., & Posner, M. I. (2010). Short-term meditation induces white matter changes in the anterior cingulate. Proceedings of the National Academy of Sciences of the United States of America, 107(35), 15649–15652. doi: 10.1073/pnas.1011043107.CrossRefPubMedPubMedCentralGoogle Scholar
- Tang, Y. Y., Ma, Y., Wang, J., Fan, Y., Feng, S., Lu, Q., … Posner, M. I. (2007). Short-term meditation training improves attention and self-regulation. Proceedings of the National Academy of Sciences of the United States of America, 104(43), 17152–17156. doi: 10.1073/pnas.0707678104.
- Taylor, V. A., Grant, J., Daneault, V., Scavone, G., Breton, E., Roffe-Vidal, S., … Beauregard, M. (2011). Impact of mindfulness on the neural responses to emotional pictures in experienced and beginner meditators. Neuroimage, 57(4), 1524–1533. doi: 10.1016/j.neuroimage.2011.06.001.
- Zhao, E., Tranovich, M. J., DeAngelo, R., Kontos, A. P., & Wright, V. J. (2015). Chronic exercise preserves brain function in masters athletes when compared to sedentary counterparts. The Physician and Sportsmedicine, 1–6. doi: 10.1080/00913847.2016.1103641.