Skip to main content
Log in

Implicit facial emotion recognition of fear and anger in obesity

  • Brief Report
  • Published:
Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity Aims and scope Submit manuscript

A Correction to this article was published on 08 October 2020

This article has been updated

Abstract

Background

Previous evidence about facial emotion recognition capability in obesity is few and not conclusive.

Objective

We investigated the capability of female individuals affected by obesity to recognize the emotions of fear and anger through a facial emotion recognition task grounded on the implicit redundant target effect.

Methods

20 women affected by obesity and 20 healthy-weight women were enrolled. We administered an implicit facial emotion recognition task. Both reaction time and level of accuracy were computed. Moreover, the level of alexithymia was measured through the standard questionnaire.

Results

Selective difficulties in recognizing the emotion of fear were observed in participants with obesity, when their performance was contrasted with healthy-weight controls. Instead, they showed the implicit redundant target effect when anger was the target. However, the two groups reported globally similar scores at the standard questionnaire relative to the level of alexithymia.

Conclusions

Our result might agree with the hypothesis about affected individuals’ difficulties in being attentive to negative facial emotions, and specifically in the case of fearful expression. This study might encourage future research in which emotional processing will be investigated through subjective judgments and implicit/objective measurements.

Level I

Experimental study.

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.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Change history

References

  1. Ekman P (1992) Are there basic emotions? Psychol Rev 99:550–553. https://doi.org/10.1037/0033-295X.99.3.550

    Article  CAS  PubMed  Google Scholar 

  2. Vuilleumier P, Armony JL, Clarke K, Husain M, Driver J, Dolan RJ (2002) Neural response to emotional faces with and without awareness: event-related fMRI in a parietal patient with visual extinction and spatial neglect. Neuropsychologia 40:2156–2166. https://doi.org/10.1016/s0028-3932(02)00045-3

    Article  CAS  PubMed  Google Scholar 

  3. Harms MB, Martin A, Wallace GL (2010) Facial emotion recognition in autism spectrum disorders: a review of behavioral and neuroimaging studies. Neuropsychol Rev 20:290–322. https://doi.org/10.1007/s11065-010-9138-6

    Article  PubMed  Google Scholar 

  4. Kohler CG, Walker JB, Martin EA, Healey KM, Moberg PJ (2010) Facial emotion perception in schizophrenia: a meta-analytic review. Schizophr Bull 36:1009–1019. https://doi.org/10.1093/schbul/sbn192

    Article  PubMed  Google Scholar 

  5. Edwards J, Jackson HJ, Pattison PE (2002) Emotion recognition via facial expression and affective prosody in schizophrenia: a methodological review. Clin Psychol Rev 22:789–832. https://doi.org/10.1016/S0272-7358(02)00130-7

    Article  PubMed  Google Scholar 

  6. Surcinelli P, Codispoti M, Montebarocci O, Rossi N, Baldaro B (2006) Facial emotion recognition in trait anxiety. J Anxiety Disord 20:110–117. https://doi.org/10.1016/j.janxdis.2004.11.010

    Article  PubMed  Google Scholar 

  7. Demenescu LR, Kortekaas R, den Boer JA, Aleman A (2010) Impaired attribution of emotion to facial expressions in anxiety and major depression. PLoS One 5:e15058. https://doi.org/10.1371/journal.pone.0015058

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Bourke C, Douglas K, Porter R (2010) Processing of facial emotion expression in major depression: a review. Aust N Z J Psychiatry 44:681–696. https://doi.org/10.3109/00048674.2010.496359

    Article  PubMed  Google Scholar 

  9. Bergmann S, von Klitzing K, Keitel-Korndörfer A, Wendt V, Grube M, Herpertz S, Schütz A, Klein AM (2016) Emotional availability, understanding emotions, and recognition of facial emotions in obese mothers with young children. J Psychosom Res 80:44–52. https://doi.org/10.1016/j.jpsychores.2015.11.005

    Article  PubMed  Google Scholar 

  10. Cserjési R, Vermeulen N, Lénárd L, Luminet O (2011) Reduced capacity in automatic processing of facial expression in restrictive anorexia nervosa and obesity. Psychiatry Res 188:253–257. https://doi.org/10.1016/j.psychres.2010.12.008

    Article  PubMed  Google Scholar 

  11. Giel KE, Hartmann A, Zeeck A, Jux A, Vuck A, Gierthmuehlen PC, Wetzler-Burmeister E, Sandholz A, Marjanovic G, Joos A (2016) Decreased emotional perception in obesity. Eur Eat Disord Rev 24:341–346. https://doi.org/10.1002/erv.2444

    Article  PubMed  Google Scholar 

  12. Fernandes J, Ferreira-Santos F, Miller K, Torres S (2018) Emotional processing in obesity: a systematic review and exploratory meta-analysis. Obes Rev 19:111–120. https://doi.org/10.1111/obr.12607

    Article  CAS  PubMed  Google Scholar 

  13. Pink E, Lee M, Price M, Williams C (2019) A serial mediation model of the relationship between alexithymia and BMI: the role of negative affect, negative urgency and emotional eating. Appetite 133:270–278. https://doi.org/10.1016/j.appet.2018.11.014

    Article  PubMed  Google Scholar 

  14. Altamura M, Porcelli P, Fairfiled B, Malerba S, Carnevale R, Balzotti A, Rossi G, Vendemiale G, Bellomo A (2018) Alexithymia predicts attrition and outcome in weight-loss obesity treatment. Front Psychol 9:2432. https://doi.org/10.3389/fpsyg.2018.02432

    Article  PubMed  PubMed Central  Google Scholar 

  15. Pinaquy S, Chabrol H, Simon C, Louvet JP, Barbe P (2003) Emotional eating, alexithymia, and binge‐eating disorder in obese women. Obes Res 11:195–201. https://doi.org/10.1038/oby.2003.31

    Article  PubMed  Google Scholar 

  16. MacFarland DDJ (1981) Oxford companion to animal behavior. Oxford University Press, Oxford

    Google Scholar 

  17. Blair RJR (2012) Considering anger from a cognitive neuroscience perspective. Wiley Interdiscip Rev Cogn Sci 3:65–74. https://doi.org/10.1002/wcs.154

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Scarpina F, Melzi L, Castelnuovo G, Mauro A, Marzoli SB, Molinari E (2018) Explicit and implicit components of the emotional processing in non-organic vision loss: Behavioral evidence about the role of fear in functional blindness. Front Psychol 9:494. https://doi.org/10.3389/fpsyg.2018.00494

    Article  PubMed  PubMed Central  Google Scholar 

  19. Leehr EJ, Krohmer K, Schag K, Dresler T, Zipfel S, Giel KE (2015) Emotion regulation model in binge eating disorder and obesity-a systematic review. Neurosci Biobehav Rev 49:125–134. https://doi.org/10.1016/j.neubiorev.2014.12.008

    Article  Google Scholar 

  20. Beck AT, Ward CH, Mendelson M, Mock J, Erbaugh J (1961) An inventory for measuring depression. Arch Gen Psychiatry 4:561–571. https://doi.org/10.1001/archpsyc.1961.01710120031004

    Article  CAS  Google Scholar 

  21. Sica C, Ghisi M (2007) The Italian versions of the Beck Anxiety Inventory and the Beck Depression Inventory-II: psychometric properties and discriminant power. In: Lange MA (ed) Leading-edge psychological tests and testing research. Nova Science Publishers, Hauppauge, pp 27–50

    Google Scholar 

  22. Spielberger CD, Gorsuch RL, Lushene R, Vagg PR, Jacobs GA (1983) Manual for the State-Trait Anxiety Inventory. Consulting Psychologists Press, Palo Alto

    Google Scholar 

  23. Macor A, Pedrabissi L, Santinello M (1990) Ansia di stato e di tratto: ulteriore contributo alla verifica della validità psicometrica e teorica dello S.T.A.I. forma Y di Spielberger. Psicol Soc 15:67–74

    Google Scholar 

  24. Bagby RM, Parker JD, Taylor GJ (1994) The twenty-item Toronto Alexithymia Scale–I. Item selection and cross-validation of the factor structure. J Psychosom Res 38:23–32. https://doi.org/10.1016/0022-3999(94)90005-1

    Article  CAS  PubMed  Google Scholar 

  25. Todarello O, Pace V (2010) Le scale di valutazione dell’alessitimia. Stato dell’arte dell’assessment eNOOs 3:171–187

    Google Scholar 

  26. Miniussi C, Girelli M, Marzi CA (1998) Neural site of the redundant target effect electrophysiological evidence. J Cogn Neurosci 10:216–230. https://doi.org/10.1162/089892998562663

    Article  CAS  PubMed  Google Scholar 

  27. Ekman P, Friesen WV (1976) Measuring facial movement. J Nonverbal Behav 1:56–75. https://doi.org/10.1007/BF01115465

    Article  Google Scholar 

  28. Tamietto M, Adenzato M, Geminiani G, de Gelder B (2007) Fast recognition of social emotions takes the whole brain: interhemispheric cooperation in the absence of cerebral asymmetry. Neuropsychologia 45:836–843. https://doi.org/10.1016/j.neuropsychologia.2006.08.012

    Article  PubMed  Google Scholar 

  29. Tamietto M, Corazzini LL, de Gelder B, Geminiani G (2006) Functional asymmetry and interhemispheric cooperation in the perception of emotions from facial expressions. Exp Brain Res 171:389–404. https://doi.org/10.1007/s00221-005-0279-4

    Article  PubMed  Google Scholar 

  30. Brody LR, Hall JA (1993) Gender and emotion. In: Lewis M, Haviland JM (eds) Handbook of emotions. Guilford Press, New York, pp 447–460

    Google Scholar 

  31. Abbruzzese L, Magnani N, Robertson IH, Mancuso M (2019) Age and gender differences in emotion recognition. Front Psychol 10:2371. https://doi.org/10.3389/fpsyg.2019.02371

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Funding

No funding was received in supporting this study.

Author information

Authors and Affiliations

Authors

Contributions

FS designed the study, managed the literature searches, performed the experiment and the statistical analyses, wrote the first draft of the manuscript. GV recruited participants and provide the psychological assessment. PC and AM supervised the recruitment. EM and GC supervised the psychological assessment. AM supervised the entire project. All authors contributed to and have approved the final manuscript.

Corresponding author

Correspondence to Federica Scarpina.

Ethics declarations

Conflict of interest

The authors declare no conflict of interest for this study.

Ethical approval

This study was approved by Ethics Committee of the I.R.C.C.S Istituto Auxologico Italiano (Italy) and it was conducted in accordance with the Declaration of Helsinki.

Informed consent

Subjects participated voluntarily and they gave informed written consent.

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

Scarpina, F., Varallo, G., Castelnuovo, G. et al. Implicit facial emotion recognition of fear and anger in obesity. Eat Weight Disord 26, 1243–1251 (2021). https://doi.org/10.1007/s40519-020-01010-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40519-020-01010-6

Keywords

Navigation