Fumika Nakagawa’s scientific contributions

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Publications (2)


Figure 1. Schematic representation of the experimental design.
EMG signal measured over orbicularis oculi, zygomaticus major, and depressor anguli oris, during the photo task. The graphs in the left column indicate the time series of EMG signal of these muscles that were integrated with each 20-ms time window (sampling rate was 50 Hz). The solid line is the averaged EMG and the coloured area indicates a standard error of the mean (SEM) across participants. Orange and green lines indicate the EMG signal when the participants wore the mask and when they did not, respectively. Right columns indicate comparisons of averaged EMG during the whole task (15 s) when the participants wore the mask (M) and when they did not (NM). An asterisk indicates a significant difference in the averaged EMG between NM and M conditions (Wilcoxon signed-rank test with a Bonferroni correction).
EMG signal measured over orbicularis oculi, zygomaticus major, and depressor anguli oris, during the smiling task (3 s). Plots and colours are the same as in Fig. 2. There were no significant changes in the muscle activity of the three muscles in the smiling task.
EMG signal measured over orbicularis oculi, zygomaticus major, and depressor anguli oris, during the reading task (5 s). Plots and colours are the same as in Fig. 2. There were no significant changes in the muscle activity of the three muscles in the reading task.
EMG signal measured over orbicularis oculi, zygomaticus major, and depressor anguli oris, during the talking task (30 s). Plots and colours are the same as in Fig. 2.
Mask wearing increases eye involvement during smiling: a facial EMG study
  • Article
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October 2021

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142 Reads

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10 Citations

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Haruna Yamanami

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Fumika Nakagawa

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[...]

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The use of face masks has become ubiquitous. Although mask wearing is a convenient way to reduce the spread of disease, it is important to know how the mask affects our communication via facial expression. For example, when we are wearing the mask and meet a friend, are our facial expressions different compared to when we are not? We investigated the effect of face mask wearing on facial expression, including the area around the eyes. We measured surface electromyography from zygomaticus major, orbicularis oculi, and depressor anguli oris muscles, when people smiled and talked with or without a mask. Only the actions of the orbicularis oculi were facilitated by wearing the mask. We thus concluded that mask wearing may increase the recruitment of the eyes during smiling. In other words, we can express joy and happiness even when wearing a face mask.

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Eyes Compensate Smile When Wearing Mask

May 2021

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119 Reads

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4 Citations

The use of face masks has become ubiquitous. Although mask wearing is a convenient way to reduce the spread of disease, it is important to know how the mask affects our communication via facial expression. For example, when we are wearing the mask and meet a friend, are our facial expressions different compared to when we are not? We investigated the effect of face mask wearing on facial expression, including the area around the eyes. We measured surface electromyography from zygomaticus major, orbicularis oculi, and depressor anguli oris, when people smiled and talked with or without the mask. We found that only orbicularis oculi were facilitated by wearing the mask. We thus concluded that mask wearing increases the use of eye smiling as a form of communication. In other words, we can express joy and happiness even when wearing the mask using eye smiling.

Citations (2)


... They used eye contact, increased the intonation in their voices, and found innovative methods to express emotions and warmth through the eyes. The concept of "smiling with the eyes" became a powerful tool in this new era of masked communication, as suggested also by previous studies (29) Healthcare providers recognized the importance of this connection, understanding its impact on patients' emotional well-being and overall healing process, as suggested by previous studies on this topic (30,31,32). ...

Reference:

Navigating the barriers: an in-depth exploration of how personal protective equipment influences the relational dynamics between healthcare workers and patients
Mask wearing increases eye involvement during smiling: a facial EMG study

... The problem is that the smile, face, movements, and facial expressions that the nurses use for better communication are all hidden behind the mask. A smile as non-verbal communication is essential for establishing positive emotional communication, which can be in the form of smiling with the mouth or a smile involving the eyes (Okazaki et al., 2021). In 2021, a study of 20 ordinary people investigated the effect of wearing a mask on facial expression, which showed that when the mouth is covered, the concentration of people to make eye contact and eyes compensate smile (Okazaki et al., 2021). ...

Eyes Compensate Smile When Wearing Mask