Asian Faces Research Articles

Language Experience Influences Sociolinguistic Development: The Role of Speaker Race and Language Attitudes on Bilingual and Monolingual Adults' Accent Processing.

Speaker race and the listener's language experience (i.e., monolinguals vs. bilinguals) have both been shown to influence accent intelligibility independently. Speaker race specifically is thought to be informed by learned experiences (exemplar model) or individual biases and attitudes (bias-based model). The current study investigates speaker race and the listener's language experience simultaneously as well as listeners' attitudes toward non-native speakers and their ability to identify the accent. Overall, 140 White English monolinguals and 140 English/Norwegian bilinguals transcribed 60 Mandarin-accented English sentences presented in noise in the context of a White or East Asian face. Following sentence transcription, participants were asked to rate the strength of the accent heard and completed a short questionnaire that assessed their accent identification ability and their language usage, proficiency, familiarity, and attitudes. Results show that a listeners' ability to identify an accent and their attitudes toward non-native speakers had a significant impact on accent intelligibility and accentedness ratings. Speaker race by itself did not play a role in accent intelligibility and accentedness ratings; however, we found evidence that speaker race interacted with participants' accent identification scores and attitudes toward non-native speakers, and these interactions differed as a function of language experience. Our results suggest that bilinguals' sociolinguistic processing may be more in line with a bias-based model than monolinguals.

Racial ambiguity impairs holistic face processing: Evidence from racially distinctive and racially ambiguous faces

ABSTRACT Humans possess a remarkable ability to efficiently process faces, a skill largely influenced by their experiences with individual faces. However, recent research has challenged the role of experience in holistic face processing. Our study examined the role of face-race experience in holistic face processing among Asian and White adults using Asian, White, and racially ambiguous faces. The findings showed that both Asians and Whites exhibited reliable holistic processing for their own-race faces but failed to exhibit this ability with racially ambiguous faces. Importantly, the failure was not solely due to the specific morphing procedure or response bias. These findings imply that face-race experience plays a crucial role in holistic processing. Notably, Asians maintained holistic processing for both own-race and other-race faces, whereas Whites only showed this for own-race faces, indicating differential impacts of face-race experience on holistic processing and highlight the need for further research across diverse cultural contexts. Highlights Asian adults showed equivalent holistic processing with Asian and Caucasian faces Caucasian adults showed holistic processing with Caucasian faces but not with Asian faces Both Asian and Caucasian adults did not show holistic processing with racially ambiguous faces

Other ethnicity effects in ensemble coding of facial expressions.

Cultural difference in ensemble emotion perception is an important research question, providing insights into the complexity of human cognition and social interaction. Here, we conducted two experiments to investigate how emotion perception would be affected by other ethnicity effects and ensemble coding. In Experiment 1, two groups of Asian and Caucasian participants were tasked with assessing the average emotion of faces from their ethnic group, other ethnic group, and mixed ethnicity groups. Results revealed that participants exhibited relatively accurate yet amplified emotion perception of their group faces, with a tendency to overestimate the weight of the faces from the other ethnic group. In Experiment 2, Asian participants were instructed to discern the emotion of a target face surrounded by faces from Caucasian and Asian faces. Results corroborated earlier findings, indicating that while participants accurately perceived emotions in faces of their ethnicity, their perception of Caucasian faces was noticeably influenced by the presence of surrounding Asian faces. These findings collectively support the notion that the other ethnicity effect stems from differential emotional amplification inherent in ensemble coding of emotion perception.

Restoring long-lasting midface volume in the Asian face with a hyaluronic acid filler: A randomized controlled multicenter study.

Hyaluronic acid (HA) filler treatment is a minimally-invasive alternative to surgery to volumize the cheeks. HAVOL (Restylane® Volyme) is a flexible HA filler suited to contouring and volumizing the midface. This randomized, evaluator-blinded, no-treatment controlled study evaluated effectiveness and safety of HAVOL for correction of midface volume deficit and midface contour deficiency in Chinese subjects. In total 111 subjects were randomized to HAVOL and 37 to no treatment (control). The primary endpoint was response, on the blinded evaluator-assessed Medicis Midface Volume Scale (MMVS), at 6 months after last injection for the treatment group and 6 months after randomization for controls, where response was defined as ≥1-point improvement from baseline on both sides of the face. HAVOL was superior to no treatment at 6 months, meeting the primary objective: 76% versus 8% MMVS responders, a difference of 68% (CI: 55.7%-79.4%, p < 0.0001). These effects were sustained in 51% at 12 months after last injection. A majority (≥96%) had improved aesthetic appearance of midface fullness at Month 1 (using the Global Aesthetic Improvement Scale [GAIS]), effects which remained in ≥80% up to 12 months. Volume change captured by 3D photography increased after 1 month to 3.6 mL (close to the total injected volume of 3.4 mL), and remained stable through 12 months. Over 97% reported satisfaction with results after treatment with HAVOL. Additionally, HAVOL was well tolerated, with no unanticipated related adverse events. This study showed that HAVOL is effective and well tolerated for midface treatment in a Chinese population.

EEG evidence for racial ingroup bias in collective empathy for pain.

Previous research on racial ingroup bias in empathy for pain focused on neural responses to a single person's suffering. It is unclear whether empathy for simultaneously perceived multiple individuals' pain (denoted as collective empathy in this study) is also sensitive to perceived racial identities of empathy targets. We addressed this issue by recording electroencephalography from Chinese adults who responded to racial identities of 2 × 2 arrays of Asian or White faces in which 4 faces, 1 face, or no face showed painful expressions. Participants reported greater feelings of others' pain and their own unpleasantness when viewing 4 compared to 1 (or no) painful faces. Behavioral responses to racial identities of faces revealed decreased speeds of information acquisition when responding to the face arrays with 4 (vs. 1 or no) painful expressions of Asian (but not White) faces. Moreover, Asian compared to White face arrays with 4 (vs. 1 or no) painful expressions elicited a larger positive neural response at 160-190ms (P2) at the frontal/central electrodes and enhanced alpha synchronizations at 288-1,000ms at the central electrodes. Our findings provide evidence for racial ingroup biases in collective empathy for pain and unravel its relevant neural underpinnings.

Older infants' social learning behavior under uncertainty is modulated by the interaction of face and speech processing.

The origin of face or language influences infants' perceptual processing and social learning behavior. However, it remains unclear how infants' social learning behavior is affected when both information are provided simultaneously. Hence, the current study investigated whether and how infants' social learning in terms of gaze following is influenced by face race and language origin of an interaction partner in an uncertain situation. Our sample consisted of 91 Caucasian infants from German speaking families. They were divided into 2 age groups: Younger infants were 5- to 8-month-old (n=46) and the older infants 11- to 20-month-old (n=45). We used a modified online version of the gaze following paradigm by Xiao and colleagues by varying face race (Caucasian, and Asian faces) and language (German and French) of a female actor. We recorded infants looking behavior via webcam and coded it offline. Our results revealed that older but not younger infants were biased to follow the gaze of own-race adults speaking their native language. Our findings show that older infants are clearly influenced by adults' ethnicity and language in social learning situations of uncertainty.

Visual information affects adaptation to novel talkers: Ethnicity-specific and ethnicity-independent learning of L2-accented speech.

Prior work demonstrates that exposure to speakers of the same accent facilitates comprehension of a novel talker with the same accent (accent-specific learning). Moreover, exposure to speakers of multiple different accents enhances understanding of a talker with a novel accent (accent-independent learning). Although bottom-up acoustic information about accent constrains adaptation to novel talkers, the effect of top-down social information remains unclear. The current study examined effects of apparent ethnicity on adaptation to novel L2-accented ("non-native") talkers while keeping bottom-up information constant. Native English listeners transcribed sentences in noise for three Mandarin-accented English speakers and then a fourth (novel) Mandarin-accented English speaker. Transcription accuracy of the novel talker improves when: all speakers are presented with east Asian faces (ethnicity-specific learning); the exposure speakers are paired with different, non-east Asian ethnicities and the novel talker has an east Asian face (ethnicity-independent learning). However, accuracy does not improve when all speakers have White faces or when the exposure speakers have White faces and the test talker has an east Asian face. This study demonstrates that apparent ethnicity affects adaptation to novel L2-accented talkers, thus underscoring the importance of social expectations in perceptual learning and cross-talker generalization.

Social Priming: Exploring the Effects of Speaker Race and Ethnicity on Perception of Second Language Accents.

Listeners use more than just acoustic information when processing speech. Social information, such as a speaker's perceived race or ethnicity, can also affect the processing of the speech signal, in some cases facilitating perception ("social priming"). We aimed to replicate and extend this line of inquiry, examining effects of multiple social primes (i.e., a Middle Eastern, White, or East Asian face, or a control silhouette image) on the perception of Mandarin Chinese-accented English and Arabic-accented English. By including uncommon priming combinations (e.g., a Middle Eastern prime for a Mandarin accent), we aimed to test the specificity of social primes: For example, can a Middle Eastern face facilitate perception of both Arabic-accented English and Mandarin-accented English? Contrary to our predictions, our results indicated no facilitative social priming effects for either of the second language (L2) accents. Results for our examination of specificity were mixed. Trends in the data indicated that the combination of an East Asian prime with Arabic accent resulted in lower accuracy as compared with a White prime, but the combination of a Middle Eastern prime with a Mandarin accent did not (and may have actually benefited listeners to some degree). We conclude that the specificity of priming effects may depend on listeners' level of familiarity with a given accent and/or racial/ethnic group and that the mixed outcomes in the current work motivate further inquiries to determine whether social priming effects for L2-accented speech may be smaller than previously hypothesized and/or highly dependent on listener experience.

Differential impacts of face masks for threat evaluations of Asian versus Black faces

Wearing face masks to prevent the spread of respiratory illnesses such as COVID-19 has the potential to impact social perception. In the present research, we explore differential consequences of wearing face masks for evaluations of Asian and Black faces. Drawing on theories of prejudice and differing stereotype content for Asian and Black people in the United States, we hypothesized that being depicted wearing a face mask would mitigate evaluations of threat more for Asian faces than for Black faces. Results of a 2 (mask status: face mask vs. no mask) × 3 (face race: Asian vs. Black vs. White) within-subjects design ( n = 365) generally supported hypotheses. Additional analyses using normed ratings of face stimuli from the Chicago Face Database showed that Asian faces showed the greatest increase in threat evaluations compared to norming data. These results highlight the unique impact of the COVID-19 pandemic and related preventative health behavior on prejudice towards members of different racial groups.

Preference for Averaging in East Asian Faces: A Source of Potential Guidance in Aesthetic Plastic Surgery.

Relatively little research has been done on the application of objective tools in guiding Ethnic Plastic Surgery in Asian patients. The evolutionary psychology theory of koinophilia, or love of average features, presents the basis for a solution to build a foundation for crowd-sourced East Asian aesthetic standards. The authors hypothesize that the averaged composite face in a cohort will be viewed as significantly more attractive than their respective cohort. Cohorts were created based on the gender of the individual in the photograph (40 females and 40 males of East Asian descent). Two surveys were created, 1 for the female cohort and the other for the male. The surveys assessed the aesthetic preference of each photograph using a Likert scale ranging from 1 to 7. Surveys were distributed using the popular crowdsourcing program Amazon Mechanical Turk (Amazon, Seattle, WA). The authors received 875 respondents for the male cohort survey and 876 respondents for the female cohort survey. For both the female and male cohorts, the composite images had a statistically significantly higher rating (P < .001) than the mean of the other images. Among other significant demographic findings, when considering both ethnicity and location of residence, Asian raters living in Asia preferred the composite significantly more than Asian raters living in North America (P < .001). Raters' preference for the composite average face is in concordance with the evolutionary psychology literature. Thus, this study affirms the utility of using facial composites to guide surgeons in identifying aesthetic standards for patients of East Asian descent.

Faces do not guide attention in an object-based facilitation manner.

Numerous studies on face processing have revealed their special ability to affect attention, but relatively little research has been done on how faces guide spatial attention allocation. To enrich this field, this study resorted to the object-based attention (OBA) effect in a modified double-rectangle paradigm where the rectangles were replaced with human faces and mosaic patterns (non-face objects). Experiment 1 replicated the typical OBA effect in the non-face objects, but this effect was absent in Asian and Caucasian faces. Experiment 2 removed the eye region from Asian faces, but still found no object-based facilitation in the faces without eyes. In Experiment 3, the OBA effect was also observed for faces when the faces disappear a short period before the responses. Overall, these results revealed that when two faces are presented together, they do not exert object-based facilitation regardless of their facial features such as race and the presence of eyes. We argue that the lack of a typical OBA effect is due to the filtering cost induced by the entire face content. This cost slows down the response when attention shifts within a face and results in the absence of object-based facilitation.

A primary and secondary feature interactive learning network for bone age assessment

Bone Age Assessment (BAA) is a method used to assess the degree of development of adolescents. Existing Bone Age Assessment deep learning models require additional manual annotation to locate several important regions. However, manual annotations are costly and subjective, and these regions are independent and lack mutual information exchange. In this paper, a primary and secondary feature interactive learning network (PSILNet) is proposed to locate important regions and learn their features from each other. PSILNet is specifically trained to place more attention to those bone age related regions in the X-ray image. Specifically, a backbone network with an attention erasure module is introduced to obtain primary and secondary features of hand bone images. Then, a feature self-learning module (FSLM) is designed to enhance both primary and secondary features. FSLM allows the network attention to focus on more than just the most noticeable regions. Furthermore, we designed a feature-mutual learning module (FMLM) to simulate the interaction of feature information, allowing the network to focus on the regions that are different from both. PSILNet adopts an end-to-end training method without any additional manual annotation. Experiments show that the mean absolute error of PSILNet is 4.09 months on the Radiological Society of North America (RSNA) dataset. It has competitive performance with existing deep learning models for BAA. In order to verify the generalizability of the proposed network. Experiments are conducted on The Asian Face Age Dataset (AFAD) and achieve the best result with a mean absolute error of 3.14 years.

84. Preference for Averaging in East Asian Faces: A Source of Potential Guidance in Aesthetic Plastic Surgery

84. Preference for Averaging in East Asian Faces: A Source of Potential Guidance in Aesthetic Plastic Surgery

Aesthetic considerations for treating the Asian patient: Thriving in diversity international roundtable series.

The unique anatomy of the Asian face, along with the influence of cultural forces and regional preferences, has led to the development of specialized approaches to rejuvenation and beautification that are applicable to the aesthetic practice within Asia as well as those who serve these patients internationally. To discuss similarities and differences in anatomy and treatment preferences of Asian patients and explore how these differences may influence aesthetic practices. In support of clinicians who wish to serve a diverse patient population, a six-part international roundtable series focused on diversity in aesthetics was conducted from August 24, 2021 to May 16, 2022. The results of the sixth and final roundtable in the series, the Asian Patient, are described here. Anatomical differences and their influence on treatment preferences are discussed, and specific procedural information provided for management of facial shape and projection, including advanced injection techniques for the eyelid-forehead complex. The continued exchange of ideas and treatment techniques support not only optimal aesthetic outcomes for a diverse range of patients within a given practice, but also the evolution of aesthetic medicine. The expert approaches detailed here may be used to inform treatment plans tailored to the Asian population.

Effects of mask use and other‐race on face perception, emotion recognition, and social distancing during the COVID‐19 pandemic

AbstractWe tested the effect of mask use and other‐race effect on (a) face recognition, (b) recognition of facial expressions, and (c) social distance. Caucasian subjects were tested in a matching‐to‐sample paradigm with either masked or unmasked Caucasian and Asian faces. The participants exhibited the best performance in recognizing an unmasked face condition and the poorest to recognize a masked face that they had seen earlier without a mask. Accuracy was poorer for Asian faces than Caucasian faces. The second experiment presented Asian or Caucasian faces having emotional expressions, with and without masks. The participants' emotion recognition performance decreased for masked faces. From the most accurately to least accurately recognized emotions were as follows: happy, neutral, disgusted, fearful. Performance was poorer for Asian stimuli compared to Caucasian. In Experiment 3 the same participants indicated the social distance they would prefer with each pictured person. They preferred a wider distance with unmasked faces compared to masked faces. Distance from farther to closer was as follows: disgusted, fearful, neutral, and happy. They preferred wider social distance for Asian compared to Caucasian faces. Altogether, findings indicated that during the COVID‐19 pandemic mask wearing decreased recognition of faces and emotional expressions, negatively impacting communication among people from different ethnicities.

Zygoma and Mandibular Angle Reduction: Contouring Surgery to Correct the Square Face in Asians.

Changing the facial appearance with facial contouring surgery is popular, especially in East Asian countries where a square face is a common chief complaint. Mandibular angle reduction, malar reduction, genioplasty, and chin and body contouring surgery can be performed as independent or ancillary procedures during orthognathic surgery. Many techniques have been developed and different osteotomy designs have been proposed to enhance outcomes and minimize complication risks. Here, we review the surgical techniques and considerations for mandibular angle and malar reduction, the two most commonly performed contouring surgeries in East Asia to correct the square face.

The role of implicit social bias on holistic processing of out-group faces

Although faces of in-group members are generally thought to be processed holistically, there are mixed findings on whether holistic processing remains robust for faces of out-group members and what factors contribute to holistic processing of out-group faces. This study examined how implicit social bias, experience with out-group members, and ability to process in-group faces holistically might predict the magnitude of holistic processing for faces of two out-groups: other-race and other-age groups. In Experiment 1, Caucasian participants viewed Caucasian (own-race) and East Asian (other-race) faces. In Experiment 2, young adult participants viewed young adult (own-age) and baby (other-age) faces. Each participant completed a composite task with in-group and out-group faces, an implicit association test, and questionnaires about their experience with in-group and out-group members. We found that while the participants had relatively extensive experience with the other-race group, they had limited experience with the other-age group. Nonetheless, implicit social bias was found to positively predict the magnitude of holistic processing for both other-race and other-age faces. Exploratory analyses on the interactions among the predictors suggest that the effect of implicit social bias was primarily observed in participants with strong holistic processing ability of in-group faces but with low level of experience with members of the out-groups. These findings suggest that observers utilize different kinds of information when processing out-group faces, and that social features, such as race or age, are incorporated to influence how out-group faces are processed efficiently.

Resource scarcity priming and face perception: A preregistered conceptual replication of Study 1 of Rodeheffer et al. (2012) in Japan

Rodeheffer et al. (2012) showed that when people perceive resource scarcity, they are more likely to judge racially ambiguous people as out-group members. In their first experiment, 71 White participants viewed a slideshow depicting either resource scarcity or abundance; subsequently, they judged 20 biracial faces created by averaging a White and a Black face. We conducted this experiment's preregistered conceptual replication study in Japan. Specifically, after observing a slideshow depicting either resource scarcity or abundance, East Asian participants judged 20 biracial faces produced by averaging an East and a South Asian face. The statistical power to detect a small effect (d = 0.2) was 0.79 (N = 769). Although the pattern was the same as Rodeheffer et al.'s (2012) research, the priming effect was insignificant (d = 0.1). The reasons for this null result as well as future research directions are discussed.

Face race and sex impact visual fixation strategies for upright and inverted faces in 3- to 6-year-old children.

Everyday face experience tends to be biased, such that infants and young children interact more often with own-race and female faces leading to differential processing of faces within these groups relative to others. In the present study, visual fixation strategies were recorded using eye tracking to determine the extent to which face race and sex/gender impact a key index of face processing in 3- to 6-year-old children (n=47). Children viewed male and female upright and inverted White and Asian faces while visual fixations were recorded. Face orientation was found to have robust effects on children's visual fixations, such that children exhibited shorter first fixation and average fixation durations and a greater number of fixations for inverted compared to upright face trials. First fixations to the eye region were also greater for upright compared to inverted faces. Fewer fixations and longer duration fixations were found for trials with male compared to female faces and for upright compared to inverted unfamiliar-race faces, but not familiar-race faces. These findings demonstrate evidence of differential fixation strategies toward different types of faces in 3- to 6-year-old children, illustrating the importance of experience in the development of visual attention to faces.

Tuning social modulations of gaze cueing via contextual factors

Gaze cueing reflects the tendency to shift attention toward a location cued by the averted gaze of others. This effect does not fulfill criteria for strong automaticity because its magnitude is sensitive to the manipulation of different social features. Recent theoretical perspectives suggest that social modulations of gaze cueing could further critically depend on contextual factors. In this study, we tested this idea, relying on previous evidence showing that Chinese participants are more sensitive to gazes on White than on Asian faces, likely as a consequence of differences in perceived social status. We replicated this effect when we made group membership salient by presenting faces belonging to the different ethnicities in the same block. In contrast, when faces belonging to different ethnicities were presented in separate blocks, a similar gaze-cueing effect was noted, likely because no social comparison processes were activated. These findings are consistent with the idea that social modulations are not rigid but are tuned by contextual factors.