Skip to main content
Log in

More restriction, more overeating: conflict monitoring ability is impaired by food-thought suppression among restrained eaters

  • Original Research
  • Published:
Brain Imaging and Behavior Aims and scope Submit manuscript

Abstract

Numerous studies have shown that restrained eating is not an effective weight loss strategy. Restrained eaters often suppress their desires and thoughts about tasty food, which makes it more difficult to control themselves in subsequent eating behavior. The ego depletion impairs conflict monitoring abilities. Therefore, this study explored the effects of food thoughts suppression on restrained eaters’ conflict monitoring. Therefore, this study used functional magnetic resonance imaging (fMRI) methods to explore changes in the activity of brain regions involved in conflict monitoring when restrained eaters choose between high- and low-calorie foods after either suppressing or not suppressing thoughts about food. The results showed that, compared to the control condition, after suppression of such thoughts, restrained eaters chose more high-calorie foods and displayed decreased activity in the dorsal anterior cingulate cortex—an important region in charge of conflict monitoring. At the same time, the functional coupling of the dorsal anterior cingulate cortex and the precuneus increased. Our findings suggest that restrained eaters’ suppression of thoughts about tasty food could lead to a decline in their ability to monitor conflicts between current behaviors and goals, which in turn leads to unhealthy eating behavior.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Alberts, H. J., Thewissen, R., & Middelweerd, M. (2013). Accepting or suppressing the desire to eat: Investigating the short-term effects of acceptance-based craving regulation. Eating Behaviors, 14(3), 405–409.

    PubMed  Google Scholar 

  • Baumeister, R. F., Bratslavsky, E., Muraven, M., & Tice, D. M. (1998). Ego depletion: Is the active self a limited resource? Journal of Personality and Social Psychology, 74(5), 1252–1265.

    CAS  PubMed  Google Scholar 

  • Blechert, J., Klackl, J., Miedl, S. F., & Wilhelm, F. H. (2016). To eat or not to eat: Effects of food availability on reward system activity during food picture viewing. Appetite, 99, 254–261.

    PubMed  Google Scholar 

  • Botvinick, M. M., Cohen, J. D., & Carter, C. S. (2004). Conflict monitoring and anterior cingulate cortex: An update. Trends in Cognitive Sciences, 8(12), 539–546.

    PubMed  Google Scholar 

  • Botvinick, M., Nystrom, L. E., Fissell, K., Carter, C. S., & Cohen, J. D. (1999). Conflict monitoring versus selection-for-action in anterior cingulate cortex. Nature, 402(6758), 179–181.

    CAS  PubMed  Google Scholar 

  • Braver, T. S., Barch, D. M., Gray, J. R., Molfese, D. L., & Snyder, A. (2001). Anterior cingulate cortex and response conflict: Effects of frequency, inhibition and errors. Cerebral Cortex, 11(9), 825–836.

    CAS  PubMed  Google Scholar 

  • Brewer, J., Garrison, K., & Whitfield-Gabrieli, S. (2013). What about the “self” is processed in the posterior cingulate cortex? Frontiers in Human Neuroscience, 7, 647.

    PubMed  PubMed Central  Google Scholar 

  • Buckner, R. L., Andrews-Hanna, J. R., & Schacter, D. L. (2008). The brain's default network: Anatomy, function, and relevance to disease. Annals of the New York Academy of Sciences, 1124, 1–38.

    PubMed  Google Scholar 

  • Burger, K. S., & Stice, E. (2011). Relation of dietary restraint scores to activation of reward-related brain regions in response to food intake, anticipated intake, and food pictures. Neuroimage, 55(1), 233–239.

    PubMed  Google Scholar 

  • Cavanna, A. E., & Trimble, M. R. (2006). The precuneus: A review of its functional anatomy and behavioural correlates. Brain, 129(3), 564–583.

    PubMed  Google Scholar 

  • Clarkson, J. J., Hirt, E. R., Jia, L., & Alexander, M. B. (2010). When perception is more than reality: The effects of perceived versus actual resource depletion on self-regulatory behavior. Journal of Personality and Social Psychology, 98(1), 29–46.

    PubMed  Google Scholar 

  • Coletta, M., Platek, S., Mohamed, F. B., van Steenburgh, J. J., Green, D., & Lowe, M. R. (2009). Brain activation in restrained and unrestrained eaters: An fMRI study. Journal of Abnormal Psychology, 118(3), 598–609.

    PubMed  Google Scholar 

  • Courtney, K. E., Ghahremani, D. G., London, E. D., & Ray, L. A. (2014). The association between cue-reactivity in the precuneus and level of dependence on nicotine and alcohol. Drug and Alcohol Dependence, 141, 21–26.

    PubMed  PubMed Central  Google Scholar 

  • Dang, J., Liu, Y., Liu, X., & Mao, L. (2017). The ego could be depleted, providing initial exertion is depleting. Social Psychology. (Gott)., 48, 242–245.

    Google Scholar 

  • Demos, K. E., Kelley, W. M., & Heatherton, T. F. (2011). Dietary restraint violations influence reward responses in nucleus accumbens and amygdala. Journal of Cognitive Neuroscience, 23(8), 1952–1963.

    PubMed  Google Scholar 

  • DeWall, C. N., Baumeister, R. F., Stillman, T. F., & Gailliot, M. T. (2007). Violence restrained: Effects of self-regulation and its depletion on aggression. Journal of Experimental Social Psychology, 43(1), 62–76.

    Google Scholar 

  • Erskine, J. A., & Georgiou, G. J. (2010). Effects of thought suppression on eating behaviour in restrained and non-restrained eaters. Appetite, 54(3), 499–503.

    PubMed  Google Scholar 

  • Fischer, P., Kastenmüller, A., & Asal, K. (2012). Ego depletion increases risk-taking. The Journal of Social Psychology, 152(5), 623–638.

    PubMed  Google Scholar 

  • Fishbach, A., Friedman, R. S., & Kruglanski, A. W. (2003). Leading us not into temptation: Momentary allurements elicit overriding goal activation. Journal of Personality and Social Psychology, 84(2), 296–309.

    PubMed  Google Scholar 

  • Friese, M., Binder, J., Luechinger, R., Boesiger, P., & Rasch, B. (2013). Suppressing emotions impairs subsequent stroop performance and reduces prefrontal brain activation. PLoS One, 8(4), e60385.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Genovese, C. R., Lazar, N. A., & Nichols, T. (2002). Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage, 15(4), 870–878.

    PubMed  Google Scholar 

  • Hagger, M. S., Wood, C., Stiff, C., & Chatzisarantis, N. L. (2010). Ego depletion and the strength model of self-control: A meta-analysis. Psychological Bulletin, 136(4), 495–525.

    PubMed  Google Scholar 

  • Herman, C. P., & Mack, D. (1975). Restrained and unrestrained eating1. Journal of Personality, 43(4), 647–660.

    CAS  PubMed  Google Scholar 

  • Hofmann, W., Rauch, W., & Gawronski, B. (2007). And deplete us not into temptation: Automatic attitudes, dietary restraint, and self-regulatory resources as determinants of eating behavior. Journal of Experimental Social Psychology, 43(3), 497–504.

    Google Scholar 

  • Holm-Denoma, J. M., Joiner Jr., T. E., Vohs, K. D., & Heatherton, T. F. (2008). The" freshman fifteen"(the" freshman five" actually): Predictors and possible explanations. Health Psychology, 27(1S), S3–S9.

    PubMed  Google Scholar 

  • Huang, W., DiFranza, J. R., Kennedy, D. N., Zhang, N., Ziedonis, D., Ursprung, S., & King, J. A. (2013). Progressive levels of physical dependence to tobacco coincide with changes in the anterior cingulum bundle microstructure. PLoS One, 8(7), e67837.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Huang, W., King, J. A., Ursprung, W. S., Zheng, S., Zhang, N., Kennedy, D. N., et al. (2014). The development and expression of physical nicotine dependence corresponds to structural and functional alterations in the anterior cingulate-precuneus pathway. Brain and behavior, 4(3), 408–417.

    PubMed  PubMed Central  Google Scholar 

  • Inzlicht, M., & Gutsell, J. N. (2007). Running on empty: Neural signals for self-control failure. Psychological Science, 18(11), 933–937.

    PubMed  Google Scholar 

  • Inzlicht, M., & Schmeichel, B. J. (2012). What is ego depletion? Toward a mechanistic revision of the resource model of self-control. Perspectives on Psychological Science, 7(5), 450–463.

    PubMed  Google Scholar 

  • Jansen, A., Oosterlaan, J., Merckelbach, H., & van den Hout, M. (1988). Nonregulation of food intake in restrained, emotional, and external eaters. Journal of Psychopathology and Behavioral Assessment, 10(4), 345–354.

    Google Scholar 

  • Kong, F., Zhang, Y., & Chen, H. (2015). Inhibition ability of food cues between successful and unsuccessful restrained eaters: A two-choice oddball task. PLoS One, 10(4), e0120522.

    PubMed  PubMed Central  Google Scholar 

  • Leeman, R. F., O’Malley, S. S., White, M. A., & McKee, S. A. (2010). Nicotine and food deprivation decrease the ability to resist smoking. Psychopharmacology, 212(1), 25–32.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Leung, H. C., Skudlarski, P., Gatenby, J. C., Peterson, B. S., & Gore, J. C. (2000). An event-related functional MRI study of the Stroop color word interference task. Cerebral Cortex, 10(6), 552–560.

    CAS  PubMed  Google Scholar 

  • Lopez, R. B., Courtney, A. L., & Wagner, D. D. (2019). Recruitment of cognitive control regions during effortful self-control is associated with altered brain activity in control and reward systems in dieters during subsequent exposure to food commercials. PeerJ, 7, e6550.

    PubMed  PubMed Central  Google Scholar 

  • Lowe, M. R. (1993). The effects of dieting on eating behavior: A three-factor model. Psychological Bulletin, 114(1), 100–121.

    CAS  PubMed  Google Scholar 

  • Miedl, S. F., Blechert, J., Meule, A., Richard, A., & Wilhelm, F. H. (2018). Suppressing images of desire: Neural correlates of chocolate-related thoughts in high and low trait chocolate cravers. Appetite, 126, 128–136.

    PubMed  Google Scholar 

  • Pollert, G. A., & Veilleux, J. C. (2018). Attentional bias is more predictive of eating behavior after self-control exertion. Eating Behaviors, 29, 25–27.

    PubMed  Google Scholar 

  • Polivy, J., & Herman, C. P. (2002). Causes of eating disorders. Annual Review of Psychology, 53(1), 187–213.

    PubMed  Google Scholar 

  • Stice, E., Burger, K. S., & Yokum, S. (2015). Reward region responsivity predicts future weight gain and moderating effects of the taqia allele. Journal of Neuroscience, 35(28), 10316–10324.

    CAS  PubMed  Google Scholar 

  • Strack, F., & Deutsch, R. (2004). Reflective and impulsive determinants of social behavior. Personality and Social Psychology Review, 8(3), 220–247.

    PubMed  Google Scholar 

  • Stroebe, W., Mensink, W., Aarts, H., Schut, H., & Kruglanski, A. W. (2008). Why dieters fail: Testing the goal conflict model of eating. Journal of Experimental Social Psychology., 44, 26–36.

    Google Scholar 

  • Sutherland, M. T., McHugh, M. J., Pariyadath, V., & Stein, E. A. (2012). Resting state functional connectivity in addiction: Lessons learned and a road ahead. Neuroimage, 62(4), 2281–2295.

    PubMed  Google Scholar 

  • Tapper, K., Pothos, E. M., Fadardi, J. S., & Ziori, E. (2008). Restraint, disinhibition and food-related processing bias. Appetite, 51(2), 335–338.

    PubMed  Google Scholar 

  • Tice, D. M., Baumeister, R. F., Shmueli, D., & Muraven, M. (2007). Restoring the self: Positive affect helps improve self-regulation following ego depletion. Journal of Experimental Social Psychology, 43(3), 379–384.

    Google Scholar 

  • Tomasi, D., & Volkow, N. D. (2012). Gender differences in brain functional connectivity density. Human Brain Mapping, 33(4), 849–860.

    PubMed  Google Scholar 

  • Tregellas, J. R., Wylie, K. P., Rojas, D. C., Tanabe, J., Martin, J., Kronberg, E., et al. (2012). Altered default network activity in obesity. Obesity, 19(12), 2316–2321.

    Google Scholar 

  • van der Laan, L. N., de Ridder, D. T., Charbonnier, L., Viergever, M. A., & Smeets, P. A. (2014). Sweet lies: Neural, visual, and behavioral measures reveal a lack of self-control conflict during food choice in weight-concerned women. Frontiers in Behavioral Neuroscience, 8, 184.

    PubMed  PubMed Central  Google Scholar 

  • Van Gucht, D., Soetens, B., Raes, F., & Griffith, J. W. (2014). The attitudes to chocolate questionnaire. Psychometric properties and relationship with consumption, dieting, disinhibition and thought suppression. Appetite, 76, 137–143.

    PubMed  Google Scholar 

  • Van Strien, T. (1997). The concurrent validity of a classification of dieters with low versus high susceptibility toward failure of restraint. Addictive Behaviors, 22(5), 587–597.

    PubMed  Google Scholar 

  • Van Strien, T., Cleven, A., & Schippers, G. (2000). Restraint, tendency toward overeating and ice cream consumption. International Journal of Eating Disorders, 28(3), 333–338.

    Google Scholar 

  • Van Strien, T., Frijters, J. E., Bergers, G. P., & Defares, P. B. (1986a). The Dutch eating behavior questionnaire (DEBQ) for assessment of restrained, emotional, and external eating behavior. International Journal of Eating Disorders, 5(2), 295–315.

    Google Scholar 

  • Van Strien, T., Frijters, J. E., Van Staveren, W. A., Defares, P. B., & Deurenberg, P. (1986b). The predictive validity of the Dutch restrained eating scale. International Journal of Eating Disorders, 5(4), 747–755.

    Google Scholar 

  • van Strien, T., Herman, C. P., & Verheijden, M. W. (2014). Dietary restraint and body mass change. A 3-year follow up study in a representative Dutch sample. Appetite, 76, 44–49.

    PubMed  Google Scholar 

  • Voce, A. C., & Moston, S. (2016). Does monitoring performance eliminate the ego-depletion phenomenon and influence perception of time? Self and Identity, 15(1), 32–46.

    Google Scholar 

  • Wagner, D. D., Altman, M., Boswell, R. G., Kelley, W. M., & Heatherton, T. F. (2013). Self-regulatory depletion enhances neural responses to rewards and impairs top-down control. Psychological Science, 24(11), 2262–2271.

    PubMed  Google Scholar 

  • Wan, E. W., Rucker, D. D., Tormala, Z. L., & Clarkson, J. J. (2010). The effect of regulatory depletion on attitude certainty. Journal of Marketing Research, 47(3), 531–541.

    Google Scholar 

  • Wan, E. W., & Sternthal, B. (2008). Regulating the effects of depletion through monitoring. Personality and Social Psychology Bulletin, 34(1), 32–46.

    PubMed  Google Scholar 

  • Wang, S. R., & Chen, H. (2019). Why trying to lose weight brings fat? Psychological mechanisms and influencing factors of overeating among restrained eaters. Advances in Psychological Science, 27(2), 322–328.

    Google Scholar 

  • Wang, Y., & Yang, L. (2014). Suppression (but not reappraisal) impairs subsequent error detection: An ERP study of emotion regulation's resource-depleting effect. PLoS One, 9(4), e96339.

    PubMed  PubMed Central  Google Scholar 

  • Wegner, D. M., Schneider, D. J., Carter, S. R., & White, T. L. (1987). Paradoxical effects of thought suppression. Journal of Personality and Social Psychology, 53(1), 5–13.

    CAS  PubMed  Google Scholar 

  • Weng, C. Y., Chen, H., & Zhu, L. (2012). Attentional biases toward food-related information among restrained eaters based on the goal conflict model of eating. Acta Psychologica Sinica, 44(5), 680–692.

    Google Scholar 

  • Winter, S. R., Yokum, S., Stice, E., Osipowicz, K., & Lowe, M. R. (2017). Elevated reward response to receipt of palatable food predicts future weight variability in healthy-weight adolescents. The American Journal of Clinical Nutrition, 105(4), 781–789.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Yan, C. G., Wang, X. D., Zuo, X. N., & Zang, Y. F. (2016). DPABI: Data processing & analysis for (resting-state) brain imaging. Neuroinformatics, 14(3), 339–351.

    PubMed  Google Scholar 

  • Zhang, X., Luo, Y., Liu, Y., Yang, C., & Chen, H. (2019). Lack of conflict during food choice is associated with the failure of restrained eating. Eating Behaviors, 34, 101309.

    PubMed  Google Scholar 

  • Zhou, Y., Gao, X., Chen, H., & Kong, F. (2017). High-disinhibition restrained eaters are disinhibited by self-regulatory depletion in the food-related inhibitory control. Eating Behaviors, 26, 70–75.

    PubMed  Google Scholar 

Download references

Acknowledgments

This research was supported by the National Natural Science Foundation of China (311771237) and the Fundamental Research Funds for the Central Universities (SWU1709106).

Author information

Authors and Affiliations

Authors

Contributions

X. M. Zhang and S. R. Wang developed the study concept. All authors contributed to the study design. Testing and data collection were performed by X. M. Zhang and S. R. Wang. Zhang, Wang and Liu performed the data analysis and interpretation under the supervision of H. Chen. X. M. Zhang and S. R. Wang drafted the manuscript, and H. Chen provided critical revisions. All authors approved the final version of the manuscript for submission. X. M. Zhang and S. R. Wang contributed equally to this article and both are responsible for its content.

Corresponding author

Correspondence to Hong Chen.

Ethics declarations

Conflict of interest

This manuscript has not been published or presented elsewhere in part or in entirety and is not under consideration by another journal. All study participants provided informed consent, and the study design was approved by the appropriate ethics review board. None of the authors have a conflict of interest to declare.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, X., Wang, S., Liu, Y. et al. More restriction, more overeating: conflict monitoring ability is impaired by food-thought suppression among restrained eaters. Brain Imaging and Behavior 15, 2069–2080 (2021). https://doi.org/10.1007/s11682-020-00401-8

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11682-020-00401-8

Keywords

Navigation