Brain-computer interfaces and human factors: the role of language and cultural differences-Still a missing gap?

Brain-computer interfaces (BCIs) aim at the non-invasive investigation of brain activity for supporting communication and interaction of the users with their environment by means of brain-machine assisted technologies. Despite technological progress and promising research aimed at understanding the influence of human factors on BCI effectiveness, some topics still remain unexplored. The aim of this article is to discuss why it is important to consider the language of the user, its embodied grounding in perception, action and emotions, and its interaction with cultural differences in information processing in future BCI research. Based on evidence from recent studies, it is proposed that detection of language abilities and language training are two main topics of enquiry of future BCI studies to extend communication among vulnerable and healthy BCI users from bench to bedside and real world applications. In addition, cultural differences shape perception, actions, cognition, language and emotions subjectively, behaviorally as well as neuronally. Therefore, BCI applications should consider cultural differences in information processing to develop culture- and language-sensitive BCI applications for different user groups and BCIs, and investigate the linguistic and cultural contexts in which the BCI will be used.

Assessing the Clinical Efficacy of a Virtual Reality Tool for the Treatment of Obesity: Randomized Controlled Trial.

BACKGROUND: Virtual reality (VR) interventions, based on cognitive behavioral therapy principles, have been proven effective as complementary tools in managing obesity and have been associated with promoting healthy behaviors and addressing body image concerns. However, they have not fully addressed certain underlying causes of obesity, such as a lack of motivation to change, low self-efficacy, and the impact of weight stigma interiorization, which often impede treatment adherence and long-term lifestyle habit changes. To tackle these concerns, this study introduces the VR self-counseling paradigm, which incorporates embodiment and body-swapping techniques, along with motivational strategies, to help people living with obesity effectively address some of the root causes of their condition. OBJECTIVE: This study aims to assess the clinical efficacy of ConVRself (Virtual Reality self-talk), a VR platform that allows participants to engage in motivational self-conversations. METHODS: A randomized controlled trial was conducted with 68 participants from the bariatric surgery waiting list from the obesity unit of the Vall d'Hebron University Hospital in Barcelona, Spain. Participants were assigned to 1 of 3 groups: a control group (CG), which only received treatment as usual from the obesity unit; experimental group 1 (EG1), which, after intensive motivational interviewing training, engaged in 4 sessions of VR-based self-conversations with ConVRself, and underwent embodiment and body-swapping techniques; and experimental group 2 (EG2), which engaged in 4 VR-based sessions led by a virtual counselor with a prerecorded discourse, and only underwent the embodiment technique. In the case of both EG1 and EG2, the VR interventions were assisted by a clinical researcher. Readiness to change habits, eating habits, and psychological variables, as well as adherence and satisfaction with ConVRself were measured at baseline, after the intervention, 1 week after the intervention, and 4 weeks after the intervention. RESULTS: Regarding the primary outcomes, EG1 (24/68, 35%) and EG2 (22/68, 32%) showed significant improvements in confidence to lose weight compared to the CG (22/68, 32%) at all assessment points (ß=-.16; P=.02). Similarly, EG1 demonstrated a significant increase after the intervention in readiness to exercise more compared to the CG (ß=-.17; P=.03). Regarding the secondary outcomes, EG1 participants showed a significant reduction in uncontrolled eating (ß=.71; P=.01) and emotional eating (ß=.29; P=.03) compared to the CG participants, as well as in their anxiety levels compared to EG2 and CG participants (ß=.65; P=.01). In addition, participants from the experimental groups reported high adherence and satisfaction with the VR platform (EG1: mean 59.82, SD 4.00; EG2: mean 58.43, SD 5.22; d=0.30, 95% CI -0.30 to 0.89). CONCLUSIONS: This study revealed that using VR self-conversations, based on motivational interviewing principles, may have benefits in helping people with obesity to enhance their readiness to change habits and self-efficacy, as well as reduce dysfunctional eating behaviors and anxiety. TRIAL REGISTRATION: ClinicalTrials.gov NCT05094557; https://www.clinicaltrials.gov/study/NCT05094557.

Flexible and fine-grained simulation of speed in language processing.

According to the embodied cognition theory, language comprehension is achieved through mental simulation. This account is supported by a number of studies reporting action simulations during language comprehension. However, which details of sensory-motor experience are included in these simulations is still controversial. Here, three experiments were carried out to examine the simulation of speed in action language comprehension. Experiment 1 adopted a lexical decision task and a semantic similarity judgment task on isolated fast and slow action verbs. It has been shown that fast action verbs were processed significantly faster than slow action verbs when deep semantic processing is required. Experiment 2 and Experiment 3 investigated the contextual influence on the simulation of speed, showing that the processing of verbs, either depicting fast actions or neutral actions, would be slowed down when embedded in the slow action sentences. These experiments together demonstrate that the fine-gained information, speed, is an important part of action representation and can be simulated but may not in an automatic way. Moreover, the speed simulation is flexible and can be modulated by the context.

Mindful monitoring and accepting the body in physical activity mediates the associations between physical activity and positive body image in a sample of young physically active adults.

Introduction: The study aimed to extend research on the possible mechanisms that explain the associations between physical activity (PA), mindfulness during PA and positive body image. In the present study, we tested the mediating role of state mindfulness during PA in the association between PA and trait body appreciation. We also explored the moderating roles of sex and body mass index (BMI) in these associations. Methods: In total, 759 students participated in the study but after applying the inclusion criteria 539 questionnaires were approved for analysis, with a mean age of 23.3 ± 7.2 years (49.7% were women). Study participants completed the online survey, which included sociodemographic details, PA data, the State Mindfulness Scale for Physical Activity 2 (SMS-PA-2) and the Body Appreciation Scale 2 (BAS-2). Results: Monitoring and accepting the body during exercise mediated the association between PA and body appreciation. BMI moderated the association between accepting the body during exercise and body appreciation: for heavier individuals with BMI > 24.99 kg/m2, the associations between accepting the body during exercise and body appreciation were higher (B = 0.53, p < 0.001) compared to those whose body weight was in the normal range (B = 0.21, p < 0.001). Conclusion: Strengthening mindfulness and promoting mindful body acceptance during exercise might enhance a positive body image, especially in individuals with a higher BMI.

The Role of Inhibition as a Component of Executive Functions in Metaphorical Embodiment.

This article discusses the role of inhibition as a component of executive functions in metaphorical embodiment of concepts and explains some incongruent evidence for metaphorical embodiment. Some past works have explained the incongruent evidence for metaphorical embodiment of concepts on the basis of conventionality/novelty of metaphors. Based on theories of embodiment, when a word that refers to an object is used in its literal sense, all sensorimotor networks that are involved in perceiving the object are activated, and sensorimotor features of the object are embodied. However, when the same word is used in a metaphorical sense as the base of a metaphor, only a single salient semantic feature that defines the metaphorical meaning of the word is embodied. The other semantic features, which are metaphorically irrelevant, are inhibited during metaphor comprehension. The activation/embodiment of the salient metaphorically-relevant feature and the inhibition of metaphorically-irrelevant features are dependent on base-target relationship, contextual information, and conventionality/novelty of metaphorical expression. Therefore, meaning of a single term can be metaphorically embodied in a variety of ways in different situations and in different metaphorical expressions. It is suggested that this can be one reason for non-congruency of evidence for metaphorical embodiment of concepts.

EXPRESS: Development and validation of a pictographic assessment embodiment scale.

Embodiment is a complex concept related with the subjective perception of an object as it belongs to the own body. In general, this construct has been evaluated by means of questionnaires but validation studies in other cultures and limitations related with barriers of language received little attention. The purpose of the present investigation was twofold: to validate the factorial structure of Embodiment Questionnaire (EQ) and to construct a pictographic scale (PAE) to measure embodiment without relapse verbal representations. In a first experiment, one hundred and thirty-six participants underwent a Rubber Hand Illusion (RHI) procedure following both congruent and incongruent (control) visuo-tactile stimulations. Then, they evaluated embodiment illusion in EQ using a Likert scale to rate their agreement or disagreement with 27 statements and with a pictographic scale designed to assess their subjective experience of the illusion. Principal components analysis in EQ scores identified four components that emerged in both conditions: Embodiment, Disembodiment, Affect and Deafference. PAE scale was highly correlated with embodiment factor and can differentiate between conditions. In a second experiment, thirty participants underwent the RHI procedure, and they were assessed using PAE and proprioceptive drift. Results indicates a high positive correlation between PAE and post-illusion drift score. These results provide evidence about the consistency of the factorial structure of EQ across cultures and we also provide a new pictographic tool that allows quick measurement of embodiment overcoming language barriers.

Experimental evaluation of the impact of sEMG interfaces in enhancing embodiment of virtual myoelectric prostheses.

INTRODUCTION: Despite recent technological advances that have led to sophisticated bionic prostheses, attaining embodied solutions still remains a challenge. Recently, the investigation of prosthetic embodiment has become a topic of interest in the research community, which deals with enhancing the perception of artificial limbs as part of users' own body. Surface electromyography (sEMG) interfaces have emerged as a promising technology for enhancing upper-limb prosthetic control. However, little is known about the impact of these sEMG interfaces on users' experience regarding embodiment and their interaction with different functional levels. METHODS: To investigate this aspect, a comparison is conducted among sEMG configurations with different number of sensors (4 and 16 channels) and different time delay. We used a regression algorithm to simultaneously control hand closing/opening and forearm pronation/supination in an immersive virtual reality environment. The experimental evaluation includes 24 able-bodied subjects and one prosthesis user. We assess functionality with the Target Achievement Control test, and the sense of embodiment with a metric for the users perception of self-location, together with a standard survey. RESULTS: Among the four tested conditions, results proved a higher subjective embodiment when participants used sEMG interfaces employing an increased number of sensors. Regarding functionality, significant improvement over time is observed in the same conditions, independently of the time delay implemented. CONCLUSIONS: Our work indicates that a sufficient number of sEMG sensors improves both, functional and subjective embodiment outcomes. This prompts discussion regarding the potential relationship between these two aspects present in bionic integration. Similar embodiment outcomes are observed in the prosthesis user, showing also differences due to the time delay, and demonstrating the influence of sEMG interfaces on the sense of agency.

Beyond Public Health and Private Choice: Breastfeeding, Embodiment and Public Health Ethics.

The key objective of this paper is to emphasize the importance of acknowledging breastfeeding as an embodied social practice within interventions related to breastfeeding and lactation and illustrate how this recognition holds implications for public health ethics debates. Recent scholarship has shown that breastfeeding and lactation support interventions undermine women's autonomy. However, substantial discourse is required to determine how to align with public health goals while also recognizing the embodied experiences of breastfeeding and lactating individuals. Presently, interventions in this realm predominantly revolve around health-related messaging and the promotion of individual behaviors, often neglecting the systemic and structural factors that influence choices and practices. I closely examine breastfeeding interventions in India, in particular Mothers' Absolute Affection health promotion program, along with breastfeeding narratives. I argue that for such interventions to evolve, they must acknowledge the intrinsic embodied social nature of breastfeeding during their design and implementation. Furthermore, it is important to emphasize that achieving equity and justice objectives necessitates moving beyond the confines of both conventional public health frameworks and frameworks solely centered on private choices. Instead, a more encompassing approach that embraces the concept of embodiment should be adopted.

Embodied cognitive restructuring: The impact of posture and movement on changing dysfunctional attitudes.

BACKGROUND AND OBJECTIVES: Previous theoretical and empirical work has pointed to the important role of the body in emotion generation and emotion regulation. In the present study, we wanted to investigate if the performance of certain body postures and movement could facilitate cognitive restructuring of dysfunctional cognitive attitudes more effectively than traditional, verbal-only methods. METHODS: In total, 130 participants were randomized to one of two groups. One group was subjected to cognitive restructuring (i.e., restructure only group; CR-only), verbally exploring a dysfunctional attitude from a curious, strong, and courageous perspective. The other group received the same verbal instructions but in addition to this, was asked to perform different bodily exercises (i.e., motor-enhanced restructuring group; M-CR) supposed to enhance experience of the different perspectives from which cognitive restructuring was employed. RESULTS: Results confirmed the primary hypothesis, showing that the M-CR-group showed a larger decline in belief in dysfunctional attitudes compared with the CR-only group (F = 4.2, p = 0.041, d = 0.25). No differences on secondary outcomes were observed between the two groups. LIMITATIONS: Future research should explore the effects of motor-enhanced CR both more long-term (e.g., durability over weeks) and in clinical samples (e.g., anxiety and depression). CONCLUSION: Should the findings be replicated in clinical samples, it is encouraging that simple bodily exercises can enhance the effect of one of the most central skills of cognitive therapy.

On the Lookout for a Crack: Disruptive Becomings in Karoline Georges's Novel Under the Stone.

Informed by medical science and biotechnology, Karoline Georges's novel Under the Stone offers a reflection on suffering bodies and imagines responses to an overwhelming sense of fear and passivity that embodied trauma and the world's many crises can create. In line with the editors' reclaiming of the milieu for the medical humanities, I draw on Deleuze and Guattari's geophilosophy and Sara Ahmed's notions of stranger and encounter for reading the novel's spatialization of oppressive power dynamics and its imagination of subversive emergence. I also complicate the literary text's discourse on space and body by relying on wonder studies to examine further its alternative forms of careful attunement enacted through the protagonist's affective and disembodied awakening, the latter fueled by his escape from "the incessant movement of automatic components that delineat[e] [his] presence in the world" (Georges 2016, 61). Happening from and because of the Tower's milieu, this escape becomes a mitigating force to physical, affective, and social struggles. I thus contend that Georges's text provides thought-provoking material about the functions and effects of art for addressing the dangers and promises of bioethics, body sovereignty, and life protection.

Embodiment and regenerative implants: a proposal for entanglement.

Regenerative Medicine promises to develop treatments to regrow healthy tissues and cure the physical body. One of the emerging developments within this field is regenerative implants, such as jawbone or heart valve implants, that can be broken down by the body and are gradually replaced with living tissue. Yet challenges for embodiment are to be expected, given that the implants are designed to integrate deeply into the tissue of the living body, so that implant and body become one. In this paper, we explore how regenerative implants may affect the embodied experience of implant recipients. To this end, we take a phenomenological approach. First, we explore what insights the existing phenomenological and empirical literature on embodiment offers regarding the experience of illness and of living with regular (non-regenerative) implants and organ transplants. Second, we apply these insights to better understand how future implant recipients might experience living with regenerative implants. Third, we conclude that concepts and considerations from the existing phenomenological literature do not sufficiently address what it might be like to live with an implantable technology that, over time, becomes one with the living body. We argue that the interwovenness and intimate relationship of people living with regenerative implants should be understood in terms of 'entanglement'. Entanglement allows us to explore the complexities of human-technology relations, acknowledging the inseparability of humans and implantable technologies. Our theoretical foundations regarding the role of embodiment may be tested empirically once more people will be living with regenerative implants.

Dysphoria as trans-diagnostic mood symptom and as lived experience. Lessons from prose, poetry and philosophy.

This paper attempts to provide a characterisation of it from a first-person perspective of dysphoria, answering the question 'how it feels like to be dysphoric?'. Starting with a definition of emotions as embodied phenomena that provide the person with a felt motivation to move, a rich characterisation of dysphoria is provided centred on the coenesthetic and kinesthetic feelings inherent to this emotion. To fulfil this task, a selected choice of literary, poetic, theatrical and philosophical texts is used to compensate for the quasi-ineffability of the contrasting feelings inherent to dysphoria. Current definitions of dysphoria only highlight the 'negative' side of dysphoria, including irritability, discontent, surrender and interpersonal resentment. A more accurate characterisation necessitates the recognition of the 'positive' side of dysphoria and the ambiguities and contradictions inherent in this emotion. Dysphoric persons feel burdened by a weight that prevents them from moving and simultaneously incites movement. The inertia that accompanies dysphoria is inextricably tied in with a vital urge, however disordered and purposeless. Dysphoria is experienced both as a deadly stagnation and as a chaotic, wild impulse that brings with it an inane aspiration to explore the darkest parts of one's self in search of a glimmer of meaning and authenticity. This characterisation of dysphoria can help to differentiate it from other emotions such as sadness, anger, anxiety and anguish, and thus to identify it more precisely within the spectrum of mood disorders.

Cultural Attunements and Ecological Wellbeing: Embodied Conditions for Mental Health Interventions.

A critical need for mental health interventions is clear in the modern era. Bodily attunements to place and space can help cultivate belongingness and heal the anxious modern body, as well as facilitate community solidarity to combat the loneliness and isolation that many are experiencing. Human systems and services have the potential to facilitate meaningful experiences for community members and to incite joyful, thoughtful, or motivating multisensory interactions. Humans' surroundings have paramount effects on inhabitants and should offer opportunity and inspiration. This paper suggests that such inspiration be drawn from ecological knowledge that can garner healing and wellbeing and offers suggestions and recommendations for doing so. Humane designs are integrated with nature and include environmental access and information that encourages civic participation. This work uses theories and models in ecological community psychology and cultural ecology as well as anthropological approaches to human health to offer somatic principles for healthy community planning and development and for integrating such nature-based health principles into existing structures, including the built environment as well as education. Healing through nature is highlighted here as an approach for attuning to post-pandemic landscapes in order to move into the future in the most generative, sustainable, and supportive ways possible.

Embodimetrics: A Principal Component Analysis Study of the Combined Assessment of Cardiac, Cognitive and Mobility Parameters.

There is a growing body of literature investigating the relationship between the frequency domain analysis of heart rate variability (HRV) and cognitive Stroop task performance. We proposed a combined assessment integrating trunk mobility in 72 healthy women to investigate the relationship between cognitive, cardiac, and motor variables using principal component analysis (PCA). Additionally, we assessed changes in the relationships among these variables after a two-month intervention aimed at improving the perception-action link. At baseline, PCA correctly identified three components: one related to cardiac variables, one to trunk motion, and one to Stroop task performance. After the intervention, only two components were found, with trunk symmetry and range of motion, accuracy, time to complete the Stroop task, and low-frequency heart rate variability aggregated into a single component using PCA. Artificial neural network analysis confirmed the effects of both HRV and motor behavior on cognitive Stroop task performance. This analysis suggested that this protocol was effective in investigating embodied cognition, and we defined this approach as "embodimetrics".

Increasing the realism of on-screen embodied instructors creates more looking but less learning.

BACKGROUND: Although adding embodied instructors on the screen is considered an effective way to improve online multimedia learning, its effectiveness is still controversial. The level of realism of embodied on-screen instructors may be an influencing factor, but it is unclear how it affects multimedia learning. AIMS: We explored whether and how embodied on-screen instructors rendered with different levels of realism in multimedia lessons affect learning process and learning outcomes. SAMPLES: We recruited 125 college students as participants. METHODS: Students learned about neural transmission in an online multimedia lesson that included a real human, cartoon human, cartoon animal or no instructor. RESULTS: Students learning with cartoon human or cartoon animal instructors tended to fixate more on the relevant portions of the screen and performed better on retention and transfer tests than no instructor group. The real human group fixated more on the instructor, fixated less on the relevant portion of the screen and performed worse on a retention test in comparison to the cartoon human group. Fixation time on the instructor fully mediated the relationship between instructor realism and retention score. CONCLUSIONS: The addition of embodied on-screen instructors can promote multimedia learning, but the promotion effect would be better if the embodied instructor was a cartoon animal or cartoon human rather than a real human. This suggests an important boundary condition in which less realism of on-screen embodied instructors produces better learning processes and outcomes.

Design of Low-Cost Modular Bio-Inspired Electric-Pneumatic Actuator (EPA)-Driven Legged Robots.

Exploring the fundamental mechanisms of locomotion extends beyond mere simulation and modeling. It necessitates the utilization of physical test benches to validate hypotheses regarding real-world applications of locomotion. This study introduces cost-effective modular robotic platforms designed specifically for investigating the intricacies of locomotion and control strategies. Expanding upon our prior research in electric-pneumatic actuation (EPA), we present the mechanical and electrical designs of the latest developments in the EPA robot series. These include EPA Jumper, a human-sized segmented monoped robot, and its extension EPA Walker, a human-sized bipedal robot. Both replicate the human weight and inertia distributions, featuring co-actuation through electrical motors and pneumatic artificial muscles. These low-cost modular platforms, with considerations for degrees of freedom and redundant actuation, (1) provide opportunities to study different locomotor subfunctions-stance, swing, and balance; (2) help investigate the role of actuation schemes in tasks such as hopping and walking; and (3) allow testing hypotheses regarding biological locomotors in real-world physical test benches.

"My wife made me": motivations for body and beauty work among older Korean and Chinese migrant adults in Australia.

This article examines how older Korean and Chinese migrants living in Perth, Australia, engage in various beauty, grooming and fitness practices to negotiate "successful ageing" in transnational contexts. Drawing on semi-structured interviews with 30 men and women aged between 60 and 89, we examine what social meanings are attached to these practices, and how the transnational context of living in Australia has influenced the participants' perceptions of ageing and presentation of self in later life. Migration in later life is often considered in relation to the 'host' countries values and social practices, which can make it difficult for individuals to settle and feel a sense of belonging especially in later life. In this article, we will illustrate how gender, class, and cultural dispositions intersect and link with possibilities for defining and redefining successful ageing in migrant contexts. This study illustrates how successful ageing emerges as a malleable concept that draws on ideas of an ideal ageing body from the cultural values of the 'home' country, rather than the 'host' country. The findings illustrate how in everyday lived experience, the transnational habitus does not always necessarily result in a 'divided habitus' where the values of the 'home' country and that of the 'host' country are in conflict - even when the migration experience is relatively recent. Quite the contrary, the way the participants utilise everyday beauty, fitness and grooming practices to maintain a future-focused self in the context of 'home' country's age-appropriate body ideals to perform signifiers of 'successful migrant living' point to the positive aspects that appearance management can have on an individual in later life, particularly in migrant contexts.

Customizing the human-avatar mapping based on EEG error related potentials.

Objective.A key challenge of virtual reality (VR) applications is to maintain a reliable human-avatar mapping. Users may lose the sense of controlling (sense of agency), owning (sense of body ownership), or being located (sense of self-location) inside the virtual body when they perceive erroneous interaction, i.e. a break-in-embodiment (BiE). However, the way to detect such an inadequate event is currently limited to questionnaires or spontaneous reports from users. The ability to implicitly detect BiE in real-time enables us to adjust human-avatar mapping without interruption.Approach.We propose and empirically demonstrate a novel brain computer interface (BCI) approach that monitors the occurrence of BiE based on the users' brain oscillatory activity in real-time to adjust the human-avatar mapping in VR. We collected EEG activity of 37 participants while they performed reaching movements with their avatar with different magnitude of distortion.Main results.Our BCI approach seamlessly predicts occurrence of BiE in varying magnitude of erroneous interaction. The mapping has been customized by BCI-reinforcement learning (RL) closed-loop system to prevent BiE from occurring. Furthermore, a non-personalized BCI decoder generalizes to new users, enabling 'Plug-and-Play' ErrP-based non-invasive BCI. The proposed VR system allows customization of human-avatar mapping without personalized BCI decoders or spontaneous reports.Significance.We anticipate that our newly developed VR-BCI can be useful to maintain an engaging avatar-based interaction and a compelling immersive experience while detecting when users notice a problem and seamlessly correcting it.

Neural correlates of an illusionary sense of agency caused by virtual reality.

Sense of agency (SoA) is the sensation that self-actions lead to ensuing perceptual consequences. The prospective mechanism emphasizes that SoA arises from motor prediction and its comparison with actual action outcomes, while the reconstructive mechanism stresses that SoA emerges from retrospective causal processing about the action outcomes. Consistent with the prospective mechanism, motor planning regions were identified by neuroimaging studies using the temporal binding (TB) effect, a behavioral measure often linked to implicit SoA. Yet, TB also occurs during passive observation of another's action, lending support to the reconstructive mechanism, but its neural correlates remain unexplored. Here, we employed virtual reality (VR) to modulate such observation-based SoA and examined it with functional magnetic resonance imaging (fMRI). After manipulating an avatar hand in VR, participants passively observed an avatar's "action" and showed a significant increase in TB. The binding effect was associated with the right angular gyrus and inferior parietal lobule, which are critical nodes for inferential and agency processing. These results suggest that the experience of controlling an avatar may potentiate inferential processing within the right inferior parietal cortex and give rise to the illusionary SoA without voluntary action.