scholarly journals Reconsidering the Duchenne Smile: Indicator of Positive Emotion or Artifact of Smile Intensity?

Author(s):  
Jeffrey M. Girard ◽  
Gayatri Shandar ◽  
Zhun Liu ◽  
Jeffrey F. Cohn ◽  
Lijun Yin ◽  
...  
2020 ◽  
Author(s):  
Jeffrey M. Girard ◽  
Jeffrey F Cohn ◽  
Lijun Yin ◽  
Louis-Philippe Morency

The common view of emotional expressions is that certain configurations of facial-muscle movements reliably reveal certain categories of emotion. The principal exemplar of this view is the Duchenne smile, a configuration of facial-muscle movements (i.e., smiling with eye constriction) that has been argued to reliably reveal genuine positive emotion. In this paper, we formalized a list of hypotheses that have been proposed regarding the Duchenne smile, briefly reviewed the literature weighing on these hypotheses, identified limitations and unanswered questions, and conducted two empirical studies to begin addressing these limitations and answering these questions. Both studies analyzed a database of 751 smiles observed while 136 participants completed experimental tasks designed to elicit amusement, embarrassment, fear, and physical pain. Study 1 focused on participants’ self-reported positive emotion and Study 2 focused on how third-party observers would perceive videos of these smiles. Most of the hypotheses that have been proposed about the Duchenne smile were either contradicted by or only weakly supported by our data. Eye constriction did provide some information about experienced positive emotion, but this information was lacking in specificity, already provided by other smile characteristics, and highly dependent on context. Eye constriction provided more information about perceived positive emotion, including some unique information over other smile characteristics, but context was also important here as well. Overall, our results suggest that accurately inferring positive emotion from a smile requires more sophisticated methods than simply looking for the presence/absence (or even the intensity) of eye constriction.


2019 ◽  
Author(s):  
Jeffrey M. Girard ◽  
Gayatri Shandar ◽  
Zhun Liu ◽  
Jeffrey F Cohn ◽  
Lijun Yin ◽  
...  

The Duchenne smile hypothesis is that smiles that include eye constriction (AU6) are the product of genuine positive emotion, whereas smiles that do not are either falsified or related to negative emotion. This hypothesis has become very influential and is often used in scientific and applied settings to justify the inference that a smile is either true or false. However, empirical support for this hypothesis has been equivocal and some researchers have proposed that, rather than being a reliable indicator of positive emotion, AU6 may just be an artifact produced by intense smiles. Initial support for this proposal has been found when comparing smiles related to genuine and feigned positive emotion; however, it has not yet been examined when comparing smiles related to genuine positive and negative emotion. The current study addressed this gap in the literature by examining spontaneous smiles from 136 participants during the elicitation of amusement, embarrassment, fear, and pain (from the BP4D+ dataset). Bayesian multilevel regression models were used to quantify the associations between AU6 and self-reported amusement while controlling for smile intensity. Models were estimated to infer amusement from AU6 and to explain the intensity of AU6 using amusement. In both cases, controlling for smile intensity substantially reduced the hypothesized association, whereas the effect of smile intensity itself was quite large and reliable. These results provide further evidence that the Duchenne smile is likely an artifact of smile intensity rather than a reliable and unique indicator of genuine positive emotion.


2004 ◽  
Author(s):  
Stephanie L. Brown ◽  
Barbara Fredrickson ◽  
Michael Cohn ◽  
Anne Conway ◽  
Christine Crosby ◽  
...  
Keyword(s):  

Emotion ◽  
2017 ◽  
Vol 17 (1) ◽  
pp. 40-54 ◽  
Author(s):  
Eddie M. W. Tong ◽  
Lile Jia
Keyword(s):  

Emotion ◽  
2020 ◽  
Vol 20 (8) ◽  
pp. 1311-1331 ◽  
Author(s):  
Aaron C. Weidman ◽  
Jessica L. Tracy

2015 ◽  
Vol 8 (2) ◽  
pp. 127-141
Author(s):  
Margrete Lamond

Literary analysis tends to be conceptual and top-down driven. Data-driven analysis, although it belongs more to the domain of scientific method, can nevertheless sometimes reveal elements of narrative that conceptual readings may fall short of identifying. In critiques of Burnett's The Secret Garden, the children's return to health is generally understood to be the result of their interactions with nature. Some readings add the power of storytelling as a healing force in the novel. Burnett's concept of magic has tended to be treated with uneasy abstractions, and the influence of affect on health remains open for further investigation. This article bases its argument on data-driven analysis that charts how affective content in the novel occurs in conjunction with references to magic. It identifies the narrative significance of negative allusions to nature and how concepts of magic occur alongside representations of positive affect, and suggests that the magic of healing in The Secret Garden is not the transforming power of biological nature, nor the transforming power of storytelling, but the transforming power of surprise, wonder and happiness in conjunction with all these factors. Positive affect represents the essence of what Burnett means by magic.


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