Elsevier

Journal of Psychiatric Research

Volume 71, December 2015, Pages 112-119
Journal of Psychiatric Research

Implicit emotion perception in schizophrenia

https://doi.org/10.1016/j.jpsychires.2015.10.001Get rights and content

Abstract

Explicit but not implicit facial emotion perception has been shown to be impaired in schizophrenia. In this study, we used newly developed technology in social neuroscience to examine implicit emotion processing. It has been shown that when people look at faces, they automatically infer social traits, and these trait judgments rely heavily on facial features and subtle emotion expressions even with neutral faces. Eighty-one individuals with schizophrenia or schizoaffective disorder and 62 control subjects completed a computer task with 30 well-characterized neutral faces. They rated each face on 10 trait judgments: attractive, mean, trustworthy, intelligent, dominant, fun, sociable, aggressive, emotionally stable and weird. The degree to which trait ratings were predicted by objectively-measured subtle emotion expressions served as a measure of implicit emotion processing. Explicit emotion recognition was also examined. Trait ratings were significantly predicted by subtle facial emotional expressions in controls and patients. However, impairment in the implicit emotion perception of fear, happiness, anger and surprise was found in patients. Moreover, these deficits were associated with poorer everyday problem-solving skills and were relatively independent of explicit emotion recognition. Implicit emotion processing is impaired in patients with schizophrenia or schizoaffective disorder. Deficits in implicit and explicit emotion perception independently contribute to the patients' poor daily life skills. More research is needed to fully understand the role of implicit and explicit processes in the functional deficits of patients, in order to develop targeted and useful remediation interventions.

Introduction

The expression and perception of emotions are essential in non-verbal communication and social functioning. Researchers have shown that in everyday life, our affective states are made of blended emotions of low to moderate intensity, and our facial expressions are generally quite subtle (Matsumoto and Hwang, 2013, Scherer et al., 2004). Moreover, during daily social exchanges, emotional expressions are processed implicitly. This is in sharp contrast with research on facial emotional recognition conducted in laboratory settings, which most of the time, probes explicit emotion recognition of intense expressions of “pure” emotions. “Implicit” in social cognition does not necessarily mean “unconscious” but refers to the perception of emotions with as little awareness as possible (Fazio and Olson, 2003). The distinction between implicit and explicit processes has been the subject of various theories in social cognition (Chaiken and Trope, 1999), parallels the distinction between automatic and controlled processes (De Houwer et al., 2009), and has received support from neuroimaging studies (Lieberman, 2007).

In order to test implicit processing of emotional faces, investigators have resorted to two types of behavioral techniques, which are differentiated by the use of one or two different stimuli in each trial (see Fazio and Olson, 2003). In priming studies, emotional faces are presented before the task stimuli, and the impact of emotional faces on performances (such as reaction time, accuracy or judgment) is examined. The exposure time of the primes can vary from a few milliseconds to seconds. As the effect of primes tend to dissipate very quickly over time (De Houwer et al., 2009), this method is not optimal when participants take more than a few seconds to choose their answers. The second method (called thereafter incidental task method) is derived from the Emotional Stroop task (Williams et al., 1996), but instead of emotional words, emotional faces are used, and subjects are instructed to process another-than-emotion dimension of the faces such as in sex- or age-classification tasks (which is called the incidental task). Consequently, emotional expressions are present until participants reach a decision, and a distracting or facilitating effect of emotion on the incidental task is examined.

Implicit studies with non-clinical subjects have shown that emotional faces can modulate psychophysiological responses (Esteves et al., 1994), cognition (Yang et al., 2011) and attitudes (Murphy and Zajonc, 1993). Moreover, not only affect (positive or negative) but also individual emotions (for example: anger versus fear) are processed under implicit conditions, and even during very short exposure times (Rohr et al., 2012). In schizophrenia, more than 200 individual studies and reviews have shown that explicit facial emotional recognition is quite impaired. However, a very different picture emerges regarding implicit processing of facial emotions. Compared to controls, schizophrenia patients showed increased psychophysiological responses when implicitly processing emotional faces (Williams et al., 2007). The impact of emotional faces on cognition was examined, and no differences between schizophrenia patients and controls was reported (Aichert et al., 2013, Becerril and Barch, 2011, Evans et al., 2011, Harvey et al., 2009, Linden et al., 2010, Park et al., 2011, Schwartz et al., 2010, Schwartz et al., 2013, Sergerie et al., 2010). In an incidental sex-classification task, again no significant group differences were found (van't Wout et al., 2007). In three judgment studies, emotional faces were used as primes, and participants rated the target stimuli (Chinese characters or neutral faces) on pleasantness. A greater judgment shift with negative emotional faces was found in schizophrenia patients in one study (Hoschel and Irle, 2001). In the other two studies (Suslow et al., 2003, Suslow et al., 2005), different patterns of priming effects were found according to the presence of affective symptoms in patients and whether subliminal or supraliminal primes were used. However, the significance of the group differences was not reported.

It thus appears that the implicit processing of emotional faces is not impaired in schizophrenia (see also Mano and Brown, 2013). This is quite surprising if one considers other findings that suggest otherwise: 1) early visual processes are impaired when schizophrenia patients look at faces (McCleery et al., 2015) and emotional faces (Butler et al., 2009), 2) patients with schizophrenia show poor strategies when they scan emotional faces (Beedie et al., 2011), 3) behavioral studies found that implicit processing of emotional stimuli is impaired with stimuli other than faces (Dieleman and Roder, 2013), and 4) neuroimaging studies show less neural activation in schizophrenia during implicit tasks than in control subjects (Taylor et al., 2012). Lack of impairment in laboratory studies may be explained by the use of intense, non-blended and prototypal emotional expressions.

In the current study, we used an incidental task (rating social traits) to examine the implicit processing of very subtle emotional expressions. We took advantage of recent advances in social neuroscience that show how implicit perception of facial emotions impacts on social trait judgments. Indeed studies have shown that when looking at people's faces, we rapidly evaluate them on multiple personality and social traits (Bar et al., 2006), and make judgments of their attractiveness and how sociable, trustworthy, dominant and aggressive they are. A major factor involved in our social trait judgments is facial emotional expression (Montepare and Dobish, 2003), from which we infer not only others' current affective states but also their tendencies and personality traits (Montepare and Dobish, 2003). This reliance on emotional expressions extends to apparently-neutral faces. Researchers have shown that very subtle emotional expressions can be perceived implicitly even in neutral faces and used to form impressions of others in non-clinical subjects (Said et al., 2009b) and people with schizophrenia (Antonius et al., 2013). For example, it has been shown that even a subtle expression of happiness makes people judge a face as more sociable or attractive than a face without such emotional expression (Said et al., 2009b). Consequently, we examined the prediction of ten trait judgments (attractive, trustworthy, intelligent, emotionally stable, fun-to-be-with, sociable, dominant, aggressive, mean and weird) by the subtle emotional expressions of neutral faces in people with schizophrenia or schizoaffective disorder and healthy controls. We hypothesized that the impact of facial emotions would be less in patients than in controls. In a subgroup of patients, we examined the relationship between implicit and explicit emotion perception and performance in daily life skills. We hypothesized that implicit and explicit perceptions were independently linked to social functioning.

Section snippets

Participants

Subjects included 81 individuals with schizophrenia or schizoaffective disorder and 62 non-patient control subjects. Patients were inpatients in a research unit at the Nathan Kline Institute for Psychiatric Research (NKI) or outpatients at Bellevue Hospital, New York. All subjects were English-speaking and between 18 and 65 years of age, and had capacity to give consent. Diagnosis of schizophrenia or schizoaffective disorder was assessed using the Structured Clinical Interview for DSM-IV (SCID,

Results

Groups did not significantly differ for age, gender, ethnicity and parents' social economic status. Individuals with schizophrenia had a lower educational level (Table 1).

Discussion

In this study, we used newly-developed technology in social neuroscience to examine implicit emotion perception in patients with schizophrenia or schizoaffective disorder, and we found that implicit emotion processing was impaired in patients. Moreover, in patients, impaired implicit emotion processing was associated with poor daily life skills.

Previous studies have reported spared performances on implicit emotion perception tasks in schizophrenia, and to our knowledge this is the first

Conflict of interest

Fabien Trémeau, Daniel Antonius, Alexander Todorov, Yasmina Rebani, Kelsey Ferrari, Sang Han Lee, Daniel Calderone, Karen A. Nolan, Pamela Butler, Dolores Malaspina and Daniel Javitt have declared that there are no conflicts of interest in relation to the subject of this study.

Contributions

Fabien Trémeau, Alexander Todorov, Daniel Calderone, Dolores Malaspina and Daniel Javitt designed research. Fabien Trémeau, Daniel Antonius, Yasmina Rebani, Kelsey Ferrari, Karen A. Nolan and Pamela Butler performed research. Fabien Trémeau, Daniel Antonius, Sang Han Lee, Karen A. Nolan, Dolores Malaspina and Daniel Javitt analyzed data. Fabien Trémeau, Daniel Antonius, Sang Han Lee, Karen A. Nolan, Pamela Butler, Dolores Malaspina and Daniel Javitt wrote the paper.

Role of funding sources

This work was not supported by any funding source.

Acknowledgments

Presented in part at the 8th Simpósio Internacional Diálogos entre a Clinica e as Neurosciências, Belo Horizonte, Brazil, June 11 – June 14, 2012, and at the 14th International Congress on Schizophrenia Research, Grande Lakes, Florida, USA, April 21 - April 25, 2013.

We thank Rachel and Ruben Gur for allowing us the use of the Penn Emotion Recognition Task pictures.

References (57)

  • M. van't Wout et al.

    Exploring the nature of facial affect processing deficits in schizophrenia

    Psychiatry Res.

    (2007)
  • L.M. Williams et al.

    Fronto-limbic and autonomic disjunctions to negative emotion distinguish schizophrenia subtypes

    Psychiatry Res. Neuroimaging

    (2007)
  • R.B. Ammons et al.
    (1962)
  • N.C. Andreasen

    The scale for the assessment of negative symptoms (SANS): conceptual and theoretical foundations

    Br. J. Psychiatry Suppl.

    (1989)
  • M. Bar et al.

    Very first impressions

    Emotion

    (2006)
  • K. Becerril et al.

    Influence of emotional processing on working memory in schizophrenia

    Schizophr. Bull.

    (2011)
  • S.A. Beedie et al.

    Atypical scanpaths in schizophrenia: evidence of a trait- or state-dependent phenomenon?

    J. Psychiatry Neurosci.

    (2011)
  • Y. Benjamini et al.

    Controlling the false discovery rate: a practical and powerful approach to multiple testing

    J. R. Stat. Soc. Ser. B

    (1995)
  • P.D. Butler et al.

    Sensory contributions to impaired emotion processing in schizophrenia

    Schizophr. Bull.

    (2009)
  • S. Chaiken et al.

    Dual-process Theories in Social Psychology

    (1999)
  • J. De Houwer et al.

    Implicit measures: a normative analysis and review

    Psychol. Bull.

    (2009)
  • S. Dieleman et al.

    Emotional memory modulation in schizophrenia: an overview

    Acta Psychiatr. Scand.

    (2013)
  • F. Esteves et al.

    Nonconscious associative learning: pavlovian conditioning of skin conductance responses to masked fear-relevant facial stimuli

    Psychophysiology

    (1994)
  • S. Evans et al.

    Patients with schizophrenia show increased aversion to angry faces in an associative learning task

    Psychol. Med.

    (2011)
  • R.H. Fazio et al.

    Implicit measures in social cognition. research: their meaning and use

    Annu. Rev. Psychol.

    (2003)
  • M.B. First et al.

    Structured clinical interview for DSM-IV Axis I disorders - patient edition (SCID-I/P, version 2.0, 8/98 revision)

  • M.G. Frank et al.

    The forced-choice paradigm and the perception of facial expressions of emotion

    J. Pers. Soc. Psychol.

    (2001)
  • R.G. Franklin et al.

    Older adults' trait impressions of faces are sensitive to subtle resemblance to emotions

    J. Nonverbal Behav.

    (2013)
  • Cited by (13)

    • Decoding the difference between explicit and implicit body expression representation in high level visual, prefrontal and inferior parietal cortex

      2021, NeuroImage
      Citation Excerpt :

      Relatively few studies have contrasted explicit recognition and implicit perception and the few studies who did so find substantial differences for body expressions (Zhan, Goebel, and de Gelder 2018). Besides the theoretical importance of the distinction, this task contrast is particularly relevant for understanding emotion perception in clinical populations like schizophrenia (Trémeau et al. 2015) and autism (Jones, Lambrechts, and Gaigg 2017; Luckhardt et al. 2017). For example, in studies of autism and schizophrenia it has been reported that implicit measures are more diagnostic than explicit ones (Hajdúk et al. 2019; Luckhardt et al. 2017; Van den Stock et al. 2011).

    • Visual exploration of emotional faces in schizophrenia using masks from the Japanese Noh theatre

      2019, Neuropsychologia
      Citation Excerpt :

      Specific emotion identification impairments have been reported in patients with schizophrenia using tasks during which participants are instructed to assign an emotional valence to, e.g., the picture of a face (Burch, 1995; Tremeau et al., 2015; Tsui et al., 2013).

    • Masked ambiguity – Emotion identification in schizophrenia and major depressive disorder

      2018, Psychiatry Research
      Citation Excerpt :

      Tasks that use facial stimuli with (morphed) faces showing different degrees of emotional intensity have been proposed to aid the identification of differential deficits because of their ambiguous nature, leaving some room for a different interpretation (Huang et al., 2011; Moritz et al., 2012). However, apart from a few exceptional studies, conventional emotion identification tasks employ full-strength emotional expressions which might be identified more easily than ambiguous (Tsui et al., 2013) or more subtle emotion expressions (Tremeau et al., 2015) and thus yield ceiling effects. Emotion recognition deficits may relate to the specific symptomatology of patients with schizophrenia and, including ideas of reference (Frith, 2004) may presumably lead to an interference of symptoms with emotion identification, e.g., the disturbance of cognitive processing of emotions due to hallucinations or thought disorders (Park et al., 2011).

    • Functional connectivity during affective mentalizing in criminal offenders with psychotic disorders: Associations with clinical symptoms

      2018, Psychiatry Research - Neuroimaging
      Citation Excerpt :

      The mentalizing task used in this study was dependent on accurate recognition of facial expressions, which raises the question of whether impaired performance was related to facial expression recognition deficits. While studies have found that schizophrenia and bipolar patients are unimpaired in implicit facial expression processing (Chen et al., 2006; Linden et al., 2010), recent work suggests that such impairments may exist, particularly as they relate to inferring social trait information (Trémeau et al., 2015). A deficit in facial expression processing seems more likely to impact task accuracy rather than functional connectivity within mentalizing brain regions (i.e., participants can still engage in mentalizing even if the facial expression determination is inaccurate).

    View all citing articles on Scopus
    View full text