{"title":"Emotional intelligence of Large Language Models","authors":"Xuena Wang, Xueting Li, Zi Yin, Yue Wu, Jia Liu","doi":"10.1177/18344909231213958","DOIUrl":"https://doi.org/10.1177/18344909231213958","url":null,"abstract":"Large Language Models (LLMs) have demonstrated remarkable abilities across numerous disciplines, primarily assessed through tasks in language generation, knowledge utilization, and complex reasoning. However, their alignment with human emotions and values, which is critical for real-world applications, has not been systematically evaluated. Here, we assessed LLMs' Emotional Intelligence (EI), encompassing emotion recognition, interpretation, and understanding, which is necessary for effective communication and social interactions. Specifically, we first developed a novel psychometric assessment focusing on Emotion Understanding (EU), a core component of EI. This test is an objective, performance-driven, and text-based evaluation, which requires evaluating complex emotions in realistic scenarios, providing a consistent assessment for both human and LLM capabilities. With a reference frame constructed from over 500 adults, we tested a variety of mainstream LLMs. Most achieved above-average Emotional Quotient (EQ) scores, with GPT-4 exceeding 89% of human participants with an EQ of 117. Interestingly, a multivariate pattern analysis revealed that some LLMs apparently did not rely on the human-like mechanism to achieve human-level performance, as their representational patterns were qualitatively distinct from humans. In addition, we discussed the impact of factors such as model size, training method, and architecture on LLMs' EQ. In summary, our study presents one of the first psychometric evaluations of the human-like characteristics of LLMs, which may shed light on the future development of LLMs aiming for both high intellectual and emotional intelligence. Project website: https://emotional-intelligence.github.io/","PeriodicalId":45049,"journal":{"name":"Journal of Pacific Rim Psychology","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135710964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"China's collectivist cosmopolitanism: Harmony and conflict with Western conceptualizations of cosmopolitanism rooted in individualistic notions of human rights","authors":"James H. Liu, Tian Xie","doi":"10.1177/18344909231194854","DOIUrl":"https://doi.org/10.1177/18344909231194854","url":null,"abstract":"Just as leading Western countries have begun withdrawing from the neoliberal Washington Consensus that paved the way for economic globalization over the last 40 years, China has proposed an ambitious Belt and Road Initiative, or One Belt One Road, outlining its vision for global development. President Xi's vision of collectivist cosmopolitanism is centered on the principle of sovereign equality between nations, emphasizing civilizational uniqueness rather than universal human rights. In this view, economic and social development are path dependent, and in China's case, prioritize decolonization and national sovereignty. Xi's view in major speeches is cosmopolitan but collectivist, emphasizing economic growth, openness, dynamism, and an “avowed respect” for the integrity of other cultures, while saying nothing about individual human rights or groups within China. This approach positions ancient Chinese traditions like Confucianism as playing a central role in cultivating individuals’ and society's moral qualities so that person, society, and governance are bound together as a mutually beneficial and interconnected whole. It forms the theoretical basis of a Chinese view of cosmopolitanism, which could be the basis of dialogue with Western cosmopolitanists. The challenge is reconciling the different emphasis accorded to human rights versus national sovereignty in the two views. Empirical results of a new measure of Cosmopolitan Orientation that correlates positively rather than negatively with nationalism and religiosity provide insights into the specific basis for this dialogue to become beneficial rather than conflictual.","PeriodicalId":45049,"journal":{"name":"Journal of Pacific Rim Psychology","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47708545","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wenping Zhao, Yuting Yang, Wenxuan Guo, Pingyuan Gong
{"title":"OXTR polymorphisms and parental bonding modulate alexithymia: The main effects and interaction","authors":"Wenping Zhao, Yuting Yang, Wenxuan Guo, Pingyuan Gong","doi":"10.1177/18344909231154928","DOIUrl":"https://doi.org/10.1177/18344909231154928","url":null,"abstract":"Alexithymia is a subclinical personality disorder characterized by difficulties in identifying and expressing one's own emotion. Individual differences in alexithymia are influenced by both genetic and environmental factors. However, the interplay between these factors and their influences on alexithymia are unclear. Considering that oxytocin plays important roles in emotion processing and that parental bonding influences the development of alexithymia, we explored the associations between OXTR polymorphisms and alexithymia and examined whether the potential associations are moderated by parental bonding. To this end, we genotyped the OXTR polymorphisms (rs53576 and rs1042778) and scored alexithymia and parental bonding with the Toronto Alexithymia Scale and the Parental Bonding Instrument. Results indicated that: (1) the characteristics of alexithymia were negatively associated with parental care and positively with parental overprotection; (2) the OXTR rs53576 was significantly associated with the characteristics of alexithymia, such that the AA genotype was associated with fewer difficulties in identifying feelings and describing feelings than the AG/GG genotypes; and (3) the OXTR rs1042778 interacted with parental care in alexithymia with the vantage sensitivity model: the GG genotype was related to less severity of alexithymia than the AG/GG genotypes only in individuals with higher parental care. Overall, these findings suggest that the OXTR is related to alexithymia and that the quality of parental care influences the relationship. However, considering that the evidence from this study is weak, more research is needed to understand the roles of OXTR in alexithymia.","PeriodicalId":45049,"journal":{"name":"Journal of Pacific Rim Psychology","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44661498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Complementing cognitive behavioral therapy (CBT) for Pacific peoples in New Zealand","authors":"Taulaga Auva’a-Alatimu","doi":"10.1177/18344909231168179","DOIUrl":"https://doi.org/10.1177/18344909231168179","url":null,"abstract":"This study aimed to determine the efficacy of cognitive behavioral therapy (CBT) delivery to Pacific peoples by exploring Pacific psychologists’ perspectives. The research was qualitative in its approach, using the Pacific methodology of “ talanoa.” The study carried out two face-to-face focus-group interviews using the talanoa method. Initially, nine participants expressed their interest in the study. However, five participants did not attend the interviews. Three participants participated in the first focus group discussion, and one participant participated in the second focus group, which resulted in an individual interview. All four participants were clinically trained psychologists, with an average of 14 years of clinical experience. These participants worked continuously with Pacific service users in various mental health settings and private practice. The need to enhance the compatibility of CBT with the culture of Pacific peoples was highlighted throughout the study. From the psychologists’ perspectives, there were significant challenges regarding the delivery of CBT among Pacific peoples. These included: accessibility barriers due to socioeconomic and financial stressors; funding constraints and the availability and affordability of therapy sessions; the appropriateness of treatment that needed to be tailored to suit Pacific peoples; and the lack of spiritual and cultural aspects of treatment. The results of the study provide preliminary validation for the efficacy of CBT among Pacific peoples. There is an increasing awareness that delivering culturally relevant and appropriate care to Pacific peoples living in New Zealand requires a deeper understanding of valuing the realities and unique experiences they bring both collectively and individually. Ultimately, the findings provide significant insight into the barriers to the efficacy of CBT and strategies to overcome these.","PeriodicalId":45049,"journal":{"name":"Journal of Pacific Rim Psychology","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44880496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Camila Salazar-Fernández, María José Baeza-Rivera, Natalia Salinas-Oñate, Diego Manríquez-Robles
{"title":"Should we take care of each other? Enhancing COVID-19 protective behaviors, a study in Chile, Mexico, and Colombia","authors":"Camila Salazar-Fernández, María José Baeza-Rivera, Natalia Salinas-Oñate, Diego Manríquez-Robles","doi":"10.1177/18344909231181763","DOIUrl":"https://doi.org/10.1177/18344909231181763","url":null,"abstract":"The literature has suggested that social norms and perceptions of risk and severity are critical variables in predicting protective health behaviors. Using an integrative conceptual framework, this study evaluates educational level, socioeconomic status, injunctive pro-care norms, perception of risk, and severity of COVID-19 as predictors of hygiene behaviors, mask use, and physical distancing. Participants included 2,075 adults from Chile, Mexico, and Colombia, three countries with the worst pandemic management. A structural equation model including the hypothesized structure of relations among the study variables fitted the data well and was invariant among Chilean, Mexican, and Colombian data. As proposed, injunctive pro-care norms against COVID-19 predicted protective health behaviors directly and indirectly through the perception of the risk and severity of COVID-19, and educational level predicted pro-care norms against COVID-19. These findings are essential in light of the development of prevention campaigns and the promotion of COVID-19 care strategies.","PeriodicalId":45049,"journal":{"name":"Journal of Pacific Rim Psychology","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46671302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Why and when does shyness hinder people from seeking advice?","authors":"Fenghua Liang, Cheng Qian, Jinyun Duan","doi":"10.1177/18344909231154927","DOIUrl":"https://doi.org/10.1177/18344909231154927","url":null,"abstract":"Although it hasn’t been thoroughly proven yet, shyness may prevent people from seeking advice. The current study, which is grounded on social cognitive theory, seeks to understand how and why shyness affects advice-seeking. We specifically contend that shy people lack the social self-efficacy necessary to commence advice-seeking. In addition, we propose that this link is moderated by social support. We discovered that shyness was adversely correlated with social self-efficacy using a three-wave study with 240 participants and that the latter mediates the indirect association between shyness and advice-seeking. The indirect association between shyness and advice-seeking via social self-efficacy was further modulated by social support, such that the indirect effect was only significant when social support was low. We go over the theoretical and practical ramifications of our findings as well as potential research avenues.","PeriodicalId":45049,"journal":{"name":"Journal of Pacific Rim Psychology","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47717042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cross-temporal meta-analyses of changes in the locus of control among Chinese college students: No changes were also a trend","authors":"Xiangkun Wang, Ziqiang Xin","doi":"10.1177/18344909231164770","DOIUrl":"https://doi.org/10.1177/18344909231164770","url":null,"abstract":"Previous research has shown that the locus of control among college students in the United States has become increasingly external. However, people's locus of control may not have the same change pattern in different cultural contexts. In this study, we investigated the changes of locus of control of Chinese college students by conducting two cross-temporal meta-analyses. Study 1 was based on Rotter's locus of control scale showing that the level of external control (vs. internal control) displayed by Chinese college students underwent no significant changes between 2001 and 2019. Based on the Levenson's multidimensional locus of control scale, Study 2 found that, from 1997 to 2018, there were also no significant changes in the levels of internality, powerful others, and chance factors for Chinese college students. To the best of our knowledge, the present research is the first to demonstrate that both internal and external controls tended to be stable in the last two decades among Chinese college students. This study expands our understanding that the trend of psychological change may be self-sustaining.","PeriodicalId":45049,"journal":{"name":"Journal of Pacific Rim Psychology","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49587416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Robyn E. Gulliver, C. Chan, W. W. Chan, Katy Y. Y. Tam, W. Louis
{"title":"Bystanders, protesters, journalists: A qualitative examination of different stakeholders’ motivations to participate in collective action","authors":"Robyn E. Gulliver, C. Chan, W. W. Chan, Katy Y. Y. Tam, W. Louis","doi":"10.1177/18344909231187018","DOIUrl":"https://doi.org/10.1177/18344909231187018","url":null,"abstract":"Both bystanders and journalists can play important roles in mobilizing and supporting social movements. However, there are few empirical studies examining and contrasting their violent and nonviolent collective-action motivations or perspectives on social movement goals. This study presents a comparative analysis of motivations to engage or stand aside from social unrest comparing bystanders ( n = 9) and journalists ( n = 7) motivations against those of protesters ( n = 35). Thematic qualitative analysis of interview data using a Social Identity Model of Collective Action framework examined differences in motivations and goals across each group, as well as the influence of violent protest repertoires on participation behaviors. Identified barriers to participation include bystanders’ lack of issue consensus, low efficacy perceptions, and negative views of violent action. Our results also lend support to the predictive validity of collective identification, anger, and injustice in motivating participation in collective action. Journalists’ collective identity precluded overt protest participation. However, their emotional responses to injustice or violent actions generated tensions between their role obligations and desire to intervene. Implications for future research on collective-action responses to injustice are discussed.","PeriodicalId":45049,"journal":{"name":"Journal of Pacific Rim Psychology","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45128192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Psychometric assessment of the Grit Scale: Evidence from US and Chinese samples","authors":"Meng-ze Li, W. Fan, Frederick T. L. Leong","doi":"10.1177/18344909221147108","DOIUrl":"https://doi.org/10.1177/18344909221147108","url":null,"abstract":"To further understand the validity and generalizability of grit, this research investigated the psychometric properties of the Grit Scale in both individualistic (i.e., the US) and collectivistic (i.e., the Chinese) populations. Moreover, this research broadened the contributions of grit to vocational outcomes and showed that grit might be essential to success in other life domains beyond the academic context. Specifically, this cross-cultural research reported two studies that examined the conceptualization of grit proposed by Duckworth et al. (2007) and the concurrent validity of grit to vocational outcomes. Study 1 explored the factor structure of grit in a US general sample ( N = 2140) and a US college student sample ( N = 1935). Study 2 examined the factor structure of grit in a Chinese employee sample ( N = 675) and explored its concurrent validity to occupational well-being and proactive work behavior. Results showed that the bifactor model of grit scale fit best in both the US and Chinese samples. The high omega reliabilities indicated that the general grit score and its two subscales (i.e., perseverance of effort and consistency of interests) could be considered reliable. However, the multiple-group CFA measurement invariance test showed that only partial metric invariance for the perseverance of effort factor was verified across the three samples. Perseverance of effort explained more variance in vocational outcomes than the consistency of interests did among Chinese employees. The findings verified the multidimensionality of the Grit Scale and indicated that the relationships between the two facets of grit and vocational outcomes should be separately investigated.","PeriodicalId":45049,"journal":{"name":"Journal of Pacific Rim Psychology","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44995013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Growth mindset predicts teachers’ life satisfaction when they are challenged to innovate their teaching","authors":"Sau-Lai Lee, H. Chan, Yuk-Yue Tong, C. Chiu","doi":"10.1177/18344909231167533","DOIUrl":"https://doi.org/10.1177/18344909231167533","url":null,"abstract":"Teaching innovations can improve the quality of education and facilitate adaptation to environmental shifts caused by global shocks such as the COVID pandemic. However, the pressure to innovate and change may also cause erosion of teachers’ life satisfaction, especially when job resources are insufficient and support for the changes is inadequate, or when teachers lack confidence in mastering new teaching technology. In the present research, we showed that compared to those who did not, teachers who presented a growth mindset—the belief that one's abilities can grow by mobilizing effective effort—had a greater tendency to accept a new initiative in teaching and had higher life satisfaction, particularly when they perceived resources and support for the change were insufficient (Study 1). In addition, when schools needed to switch to online teaching because of school closure during the COVID-19 pandemic, teachers who presented a growth mindset, compared to those who did not, felt more self-efficacious in mastering online teaching and had higher life satisfaction (Study 2). We discuss these findings in terms of their implications on the management of teacher well-being and teachers’ professional development during significant environmental shifts.","PeriodicalId":45049,"journal":{"name":"Journal of Pacific Rim Psychology","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45064222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}