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The association between emotional arousal and color lightness of facial digital expressions of social robots. 社交机器人数字面部表情颜色亮度与情绪唤起的关系。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-06 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1677997
Xu Chengxing, Fu Ying, Ren Aonini, Wang Qiong

In human-robot social interactions, a robot's facial expressions serve as a crucial channel for conveying emotions and fostering trust. However, current social robots predominantly employ emoji-like icons and simulated muscle movements for anthropomorphic ex-pression, and research on facial color-emotion relationships tends to adjust hue, saturation, and lightness simultaneously-overlooking how color lightness alone influences emotional intensity. This study explores the specific link between emotion type and color lightness in social robots' digital facial expressions to enhance affective communication in human-computer interaction. In our experiment, participants viewed robot faces dis-playing the same emotion at varying lightness levels and rated perceived arousal on a 1-5 scale. The results confirm that manipulating color lightness significantly modulates emotional arousal. Overall, these findings suggest that adaptive lightness adjustments in robot facial colors can yield more realistic and intuitive affective interactions between humans and machines.

在人类与机器人的社交互动中,机器人的面部表情是传递情感和培养信任的重要渠道。然而,目前的社交机器人主要采用表情符号和模拟肌肉动作进行拟人化表达,对面部色彩-情感关系的研究往往同时调整色调、饱和度和明度,忽视了单独的色彩明度对情感强度的影响。本研究旨在探讨社交机器人数字面部表情的情感类型与色彩明度之间的具体联系,以增强人机交互中的情感交流。在我们的实验中,参与者观看机器人的脸,在不同的亮度水平上显示相同的情绪,并在1-5的范围内对感知到的觉醒进行评分。结果证实,操纵颜色亮度可以显著调节情绪唤醒。总的来说,这些发现表明,机器人面部颜色的自适应亮度调整可以在人与机器之间产生更真实、更直观的情感互动。
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引用次数: 0
The impact of poverty alleviation through relocation on loneliness among older adults: the mediating role of social networks and the moderating role of support policies. 搬迁扶贫对老年人孤独感的影响:社会网络的中介作用和支持政策的调节作用。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-05 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1748115
Chuan Li, Ruoxi Zhong, Hao Chen, Yunwei Liu

Introduction: Poverty Alleviation through Relocation (PAR) aims to break the intergenerational transmission of poverty by improving living environments. Understanding its impact on the psychological well-being of older adults, particularly loneliness, holds significant value for refining post-relocation support policies, enhancing the welfare of older populations, and promoting active aging.

Methods: This study utilizes 2025 field survey data from Sichuan, Yunnan, and Guizhou provinces. The analysis employs an instrumental variable approach to address endogeneity, a mediation effect model to test the role of social exchange intensity, and a moderation effect model to examine the buffering effect of support policies.

Results: Findings indicate that PAR significantly associated with higher overall levels of loneliness among older adults. (β = 0.568, p < 0.01). However, PAR exerts differential effects on distinct dimensions of loneliness: it significantly aggravates emotional loneliness (β = 3.592, p < 0.01) while alleviating social loneliness (β = -1.486, p < 0.01). Heterogeneity analysis further reveals that the vulnerability to loneliness is more prominent among older adults in centralized resettlement communities and those in the older-old age group. Mechanism analysis suggests that social exchange intensity mediates the effect of PAR on loneliness. Support policies effectively mitigate the negative impact of PAR on emotional loneliness.

Discussion: This study reveals that while PAR improves material conditions, it may simultaneously create structural risks for the psychological well-being of older adults by disrupting social networks and weakening emotional support. The study recommends building differentiated psychological support systems, strengthening mechanisms for social network reconstruction, improving targeted support for vulnerable groups, and integrating mental health services into community governance. These measures can systematically enhance the psychological well-being of older adults in PAR communities.

引言:扶贫搬迁旨在通过改善居住环境来打破贫困的代际传递。了解其对老年人心理健康,特别是孤独感的影响,对于完善搬迁后支持政策、提高老年人口福利和促进积极老龄化具有重要价值。方法:本研究利用四川、云南、贵州三省的实地调查资料,共2025份。本研究采用工具变量法解决内生性问题,采用中介效应模型检验社会交换强度的作用,采用调节效应模型检验支持政策的缓冲效应。结果:研究结果表明,PAR与老年人整体孤独感水平显著相关。(β = 0.568,p β = 3.592,p β = -1.486,p 讨论:这项研究表明,尽管PAR改善物质条件,它可能同时带来结构性风险的心理健康老年人通过扰乱社会网络和削弱情感支持。研究建议建立差异化的心理支持系统,加强社会网络重建机制,提高对弱势群体的针对性支持,并将心理卫生服务纳入社区治理。这些措施可以系统地增强PAR社区老年人的心理健康。
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引用次数: 0
Correction: Coaching effectiveness in competitive youth contact sports and martial arts: athletes' and coaches' perceptions. 修正:青少年竞技接触运动与武术的教练效能:运动员与教练的认知。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-05 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1788820
İlayda Müjdeci, Koray Kılıç, Aykut Bulut, Hakan Kuru

[This corrects the article DOI: 10.3389/fpsyg.2025.1725858.].

[这更正了文章DOI: 10.3389/fpsyg.2025.1725858.]。
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引用次数: 0
Global minds and local contexts: grand challenges and emerging opportunities in cultural psychology. 全球思维与地方语境:文化心理学中的重大挑战与新机遇。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-05 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1768471
Fanli Jia
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引用次数: 0
The positive role of teachers' social-emotional competence in burnout: the mediating effects of teaching efficacy. 教师社会情绪能力对职业倦怠的正向作用:教学效能感的中介作用。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-05 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1744311
Jinqiu Wang, Zaiyun Yang, Xiaohong Chen, Hongxian Chen

Background: Teachers are a high-risk group for job burnout, and alleviating this issue is increasingly urgent. Teachers' social-emotional competence is closely associated with alleviating occupational burnout and plays a pivotal role in professional development. Consequently, identifying effective methods to reduce teacher burnout has become a central concern in educational science, psychology, and teacher professional development.

Methods: Grounded in the Job Demands-Resources framework, this study developed and tested a mediation model using survey data from 924 Chinese elementary and secondary school teachers. This study delves into the positive role of social-emotional competence in mitigating teacher burnout and elucidates its underlying mechanisms of influence.

Results: Teachers' social-emotional competence and teaching efficacy negatively predicts teacher burnout. Meanwhile, teaching efficacy mediates the relationship between social-emotional competence and teacher burnout.

Conclusion: Teachers' social-emotional competence and teaching efficacy, as crucial individual resources, can mitigate teachers' occupational burnout through dual pathways: "social-emotional competence, occupational burnout" and "social-emotional competence, teaching efficacy, occupational burnout". This study provides both theoretical insights and practical implications for reducing teachers' occupational burnout by strengthening teachers' social-emotional competence and teaching efficacy.

背景:教师是职业倦怠的高危人群,缓解这一问题日益迫切。教师的社会情绪能力与职业倦怠的缓解密切相关,在专业发展中起着举足轻重的作用。因此,寻找减少教师职业倦怠的有效方法已成为教育科学、心理学和教师专业发展关注的中心问题。方法:本研究基于工作需求-资源框架,利用924名中小学教师的调查数据,构建并检验了一个中介模型。本研究探讨了社会情绪能力在缓解教师职业倦怠中的积极作用,并阐明了其潜在的影响机制。结果:教师社会情绪能力和教学效能感对教师职业倦怠具有负向预测作用。同时,教学效能感在社会情绪能力与教师职业倦怠之间起中介作用。结论:教师社会情绪能力和教学效能感作为重要的个体资源,可以通过“社会情绪能力-职业倦怠”和“社会情绪能力-教学效能感-职业倦怠”的双重途径缓解教师职业倦怠。本研究为通过增强教师社会情绪能力和教学效能来降低教师职业倦怠提供了理论见解和实践意义。
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引用次数: 0
Bridging landscape and perceived restorativeness: an empirical study of greenways along the Grand Canal, Hangzhou. 桥接景观与感知恢复性:杭州大运河绿道的实证研究。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-05 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1742799
Yue Wang, Mengjie Yang, Yijun Lu, Qiaoyi He, Youli Zhang, Qiaoqiao Wang, Bohao Wang, Xinmiao Ruan, Youjin Chen, Xinyue Zhang, Guofu Yang

Context: Although numerous studies have shown that urban riverside greenways benefit mental health, the mechanisms through which landscape design, particularly ecological design, and influences psychological restoration remain underexplored.

Objectives: This study addresses this gap by investigating the potential nonlinear effects of design elements (including plant design, ecological design, path design, and facility design across four dimensions and 17 indicators) on psychological restoration. Specifically, exploring the impact of various elements on psychological restoration and assesses the differences in the contributions of each design dimension to psychological restoration.

Methods: This study focuses on the Hangzhou section of the Beijing-Hangzhou Grand Canal, tracking 1,052 questionnaires to collect data on design element evaluations and psychological restoration perceptions.

Results: The results show that: (1) in landscape design, the combination of plant design, ecological design, and facility design significantly outperforms any single element or two-element combinations in terms of restorative effects, demonstrating a synergistic effect; (2) in terms of specific mechanisms, plant color, permeable pavements, and facility quality exhibit a U-shaped relationship with psychological restoration, while ecological revetments show an inverted U-shaped relationship; (3) vegetation coverage, plant color, and resting facilities are key factors in promoting psychological restoration.

Conclusion: This study reveals the synergistic and nonlinear effects of landscape design in urban riverside greenways on psychological restoration, providing valuable design dosage references for urban planners and designers. It offers important insights for the future design of urban riverside greenways that harmonize landscape and human health.

背景:尽管大量研究表明,城市滨江绿道有益于心理健康,但景观设计,特别是生态设计,及其影响心理恢复的机制仍未得到充分探讨。目的:本研究通过研究设计元素(包括植物设计、生态设计、路径设计和设施设计)对心理恢复的潜在非线性影响,解决了这一空白。具体而言,探讨各要素对心理修复的影响,并评估各设计维度对心理修复的贡献差异。方法:以京杭大运河杭州段为研究对象,对1052份问卷进行跟踪调查,收集设计要素评价和修复心理感知数据。结果表明:(1)在景观设计中,植物设计、生态设计和设施设计的组合在修复效果上显著优于单元素或双元素组合,呈现出协同效应;(2)在具体机制上,植物颜色、透水路面、设施质量与心理恢复呈u型关系,而生态护坡与心理恢复呈倒u型关系;(3)植被覆盖度、植物颜色、休息设施是促进心理恢复的关键因素。结论:本研究揭示了城市滨江绿道景观设计对心理修复的协同效应和非线性效应,为城市规划者和设计师提供了有价值的设计剂量参考。它为未来城市滨江绿道的设计提供了重要的见解,以协调景观和人类健康。
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引用次数: 0
Factors influencing recycled materials using in the construction industry in China: an application of the extended theory of planned behavior. 中国建筑行业再生材料使用的影响因素:扩展计划行为理论的应用
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-05 eCollection Date: 2025-01-01 DOI: 10.3389/fpsyg.2025.1669511
Yidan Zhu, Chenxi Zhao

Waste from the construction sector is a significant component of the global waste composition of many continents. There is a lack of research on the attitude and behavior of workers toward recycling. Although changing workers' attitudes and behaviors toward recycling in attaining sustainable waste management in the construction industry is a tall order, it is crucial to identify. So, the aim of this study is to comprehensively understand workers' psychology by emphasizing new factors that can measure their intention to recycle and recycling behavior using the extended Theory of Planned Behavior. This study selects workers of the construction industry of China to assess their recycling behavior by testing the relationships among the proposed study model variables. Past research based on the Theory of Planned Behavior (TPB) seldom offers new determinants, such as consequences/Outcomes of Recycling (COR), or investigates demographic factors (age, experience, and gender). This leaves a gap in comprehending the psychological and contextual frames behind recycling in the construction industry. A total of 359 respondents, including Chinese workers, were surveyed and returned the data for further analysis using SPSS and AMOS. The statistical techniques employed are the confirmatory factor analysis. The findings of this study revealed that attitude, perceived behavioral control, and consequences of recycling significantly influenced intention to recycle and recycling behavior among the construction workers. Notably, subjective norms and past recycling behavior were not significant predictors. Moreover, age and experience also significantly influenced the recycling behavior, while gender did not. The study's main contribution lies in extending the TPB framework within the context of the Chinese construction industry, introducing and validating new determinants (COR, CS) that provide a deeper psychological understanding of recycling behavior. Practically, the results prioritize critical elements for stakeholders, suggesting that managerial and policy interventions should focus on cultivating positive attitudes, enhancing perceived control through infrastructure and support, and leveraging outcome awareness, particularly among younger and less experienced workers, to bridge the implementation gap in construction waste recycling.

来自建筑部门的废物是许多大洲全球废物组成的重要组成部分。缺乏关于工人对回收的态度和行为的研究。虽然改变工人对回收的态度和行为以实现建筑行业的可持续废物管理是一项艰巨的任务,但确定这一点至关重要。因此,本研究的目的是利用扩展的计划行为理论,通过强调可以衡量工人回收意愿和回收行为的新因素,全面了解工人的心理。本研究选取中国建筑行业的工人,通过检验所提出的研究模型变量之间的关系来评估他们的回收行为。过去基于计划行为理论(TPB)的研究很少提出新的决定因素,如回收的后果/结果(COR),或调查人口因素(年龄、经验和性别)。这在理解建筑行业回收背后的心理和背景框架方面留下了空白。包括中国工人在内的359名受访者接受了调查,并将数据返回使用SPSS和AMOS进行进一步分析。所采用的统计技术是验证性因子分析。本研究发现,态度、感知行为控制和回收后果显著影响建筑工人的回收意向和回收行为。值得注意的是,主观规范和过去的回收行为不是显著的预测因子。此外,年龄和经验对回收行为也有显著影响,而性别对回收行为没有显著影响。本研究的主要贡献在于在中国建筑行业的背景下扩展了TPB框架,引入并验证了新的决定因素(COR, CS),这些决定因素提供了对回收行为的更深层次的心理理解。实际上,研究结果优先考虑了利益相关者的关键要素,表明管理和政策干预应侧重于培养积极的态度,通过基础设施和支持加强感知控制,并利用结果意识,特别是在年轻和经验不足的工人中,弥合建筑垃圾回收利用的实施差距。
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引用次数: 0
Sense of coherence as moderator of the predictive power of personality variables on sexual satisfaction-a structural equation modeling approach. 人格变量对性满足预测能力的调节作用:结构方程建模方法。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-05 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1673425
Aline von Hinrichs, Markus Antonius Wirtz

Introduction: The prediction of general health outcomes, such as life satisfaction and psychological wellbeing, by the Big Five personality traits is improved by additionally considering Sense of coherence (SOC). This study aims to examine whether SOC mediates the association of Big Five personality traits and Sexual satisfaction as psychological facet of sexual health.

Methods: N = 206 German adults (aged 18-60) answered items on socio-demography and sexual orientation/behavior, the short Big Five Inventory (BFI-K), the SOC-L9 and the self-centered subscale of the New Sexual Satisfaction Scale (NSSS-E) in an online survey. Confirmatory factor analysis (CFA) and structural equation modeling were used (maximum likelihood estimation).

Results: Model modifications ensured satisfactory to good CFA model fits for the BFI-K, SOC-L9 and NSSS-E (CFI = 0.972-0.992; RMSEA = 0.024-0.072). In particular, the SOC-L9 items had to be assigned to the two newly defined sub-factors Sense of meaningfulness and manageability (SOC-MM) and Sense of comprehensibility (SOC-CP). Sexual satisfaction proved to be a second-order factor underlying the first-order components Intensity, Emotionality and Orgasm. 20% of the variance in Sexual satisfaction can be predicted by SOC-MM (β = 0.57, p < 0.001; CFI = 0.940; RMSEA = 0.051), in particular. The predictive power of the Big Five-facets Neuroticism and Openness is fully mediated by SOC-MM (Δχ2 df = 5 = 9.035, p = 0.108). Living in a partnership corresponds to higher SOC-MM and Sexual satisfaction. Being heterosexual also corresponds to enhanced SOC.

Discussion: The association of the Big Five personality traits and Sexual satisfaction can be considered as fully mediated by SOC-MM. The link between SOC-MM for satisfaction with sexual experience and behavior thus appears to be essential in order to improve the understanding and promotion of Sexual satisfaction and health.

前言:大五人格特质对生活满意度和心理健康等总体健康结果的预测,通过额外考虑连贯性感(SOC)得到改善。本研究旨在探讨SOC是否在五大人格特质与性满足之间的关联中起中介作用。方法:对206名年龄在18-60岁的德国成年人进行在线问卷调查,问卷内容包括社会人口学和性取向/行为、短大五量表(BFI-K)、SOC-L9和新性满意度量表(NSSS-E)的自我中心子量表。采用验证性因子分析(CFA)和结构方程模型(最大似然估计)。结果:经模型修正后,BFI-K、SOC-L9和NSSS-E的CFA模型拟合良好(CFI = 0.972 ~ 0.992; RMSEA = 0.024 ~ 0.072)。特别是,SOC-L9项目必须分配给两个新定义的子因素意义感和可管理感(SOC-MM)和可理解感(SOC-CP)。性满意度被证明是一阶成分强度、情绪和性高潮背后的二阶因素,特别是20%的性满意度方差可以通过SOC-MM预测(β = 0.57, p < 0.001; CFI = 0.940; RMSEA = 0.051)。大五面神经质和开放性的预测能力完全由SOC-MM介导(Δχ2 df = 5 = 9.035, p = 0.108)。生活在伴侣关系中对应较高的SOC-MM和性满意度。异性恋也对应着更高的SOC。讨论:大五人格特质与性满意度的关系可以被认为是由SOC-MM完全介导的。因此,为了更好地理解和促进性满足与健康,SOC-MM与性经验满意度和行为之间的联系似乎是必不可少的。
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引用次数: 0
Further evidence for the cognitive disruption and self-talk frequency hypothesis. 认知中断和自言自语频率假说的进一步证据。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-05 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1716835
Thomas M Brinthaupt, Michael J Connelly, Francesca Mallia

Objective: Past research has shown support for a positive relationship between cognitive disruption and self-talk frequency in response to specific situations. In this paper, we report three studies that examine further the cognitive disruption and self-talk frequency hypothesis among college students. We sought to identify facets of decreased or increased cognitive disruption that should be associated with either less or more frequent self-talk.

Methods: In Study 1, participants (N = 262) completed measures of self-talk, weak sense of self, and mindful awareness. In Study 2, frequent and infrequent self-talk participants (N = 54) completed measures of dissociative tendencies and self-control. In Study 3, participants (N = 224) completed self-talk, positive and negative automatic thoughts, antisocial personality, and psychopathy measures.

Results: Study 1 results showed that, as expected, individuals with a weaker sense of self and lower levels of mindful awareness reported higher frequencies of self-talk. Study 2 results showed that frequent self-talkers reported significantly more dissociative experiences and higher levels of self-control than infrequent self-talkers. Study 3 results showed that higher antisocial personality and psychopathy scores were significantly related to more frequent negative and self-critical self-talk.

Conclusion: These studies provide strong support for the hypothesis that instances of cognitive disruption are associated with an increased likelihood of self-talk in response to specific situations. We also showed that factors that should be associated with reduced cognitive disruption were associated with less frequent self-talk. We discuss the implications of these findings for future research in personality psychology.

目的:过去的研究已经支持认知中断与特定情况下的自言自语频率之间的正相关关系。在本文中,我们报告了三项研究,进一步检验了大学生的认知中断和自言自语频率假说。我们试图找出减少或增加认知干扰的方面,这些方面应该与更少或更频繁的自言自语有关。方法:在研究1中,262名参与者完成了自我对话、弱自我意识和正念意识的测量。在研究2中,频繁和不频繁自言自语的参与者(N = 54)完成了分离倾向和自我控制的测量。在研究3中,参与者(N = 224)完成了自言自语、积极和消极自动思维、反社会人格和精神病的测量。结果:研究1的结果表明,正如预期的那样,自我意识较弱和正念意识水平较低的个体报告了更高的自言自语频率。研究2的结果表明,经常自言自语的人比不经常自言自语的人有更多的分离体验和更高的自我控制水平。研究3结果显示,反社会人格和精神病得分越高,消极和自我批评的自言自语频率越高。结论:这些研究有力地支持了一种假设,即认知障碍与特定情况下自言自语的可能性增加有关。我们还发现,应该与减少认知障碍相关的因素与更少的自言自语有关。我们将讨论这些发现对未来人格心理学研究的意义。
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引用次数: 0
AI expectation violations and learner engagement in EFL contexts: a cognitive-affective recovery model. 英语情境下人工智能期望违反与学习者投入:一个认知-情感恢复模型。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-02-05 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1707116
Jiawen Yu, Xianyan Dai, Baoyu Qiu, Wanling Guo, Rong Wang, Meng Na

Artificial Intelligence (AI) is increasingly deployed in English-as-a-foreign-language (EFL) education, offering adaptive feedback, automated evaluation, and personalized learning pathways. However, existing research overwhelmingly emphasizes AI adoption and performance benefits, while largely overlooking what happens when AI systems fail to meet learner expectations and how learners recover from such failures. As a result, the cognitive-affective processes through which expectation violations translate into disengagement-or are mitigated through recovery-remain under-theorized and empirically unexplored. Addressing this gap, this study proposes and tests a cognitive-affective recovery model of learner engagement in AI-supported EFL contexts. Drawing on Expectation Violation Theory (EVT), Cognitive Appraisal Theory (CAT), and Digital Divide/Resilience Theory, the model explains how expectation violations influence engagement and how cognitive reappraisal and trust recovery mediate this relationship, while digital grit conditions learners' ability to persist following setbacks. A two-wave survey of 298 Chinese EFL learners from urban and rural settings, including both university students and private institute learners, was analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). Results show that expectation violations significantly reduce learner engagement, but perceived AI adaptivity narrows the adaptation gap and activates recovery processes. Cognitive reappraisal and trust recovery emerged as key mediating mechanisms, while digital grit moderated critical pathways by sustaining engagement under adverse conditions. By shifting the focus from AI success narratives to failure-and-recovery dynamics, this study advances theory on AI-learner interaction and offers practical guidance for designing resilient, trust-sensitive, and equity-oriented AI systems in language education.

人工智能(AI)越来越多地应用于英语作为外语(EFL)教育,提供自适应反馈、自动评估和个性化学习途径。然而,现有的研究绝大多数强调人工智能的采用和性能优势,而在很大程度上忽视了当人工智能系统无法满足学习者的期望时会发生什么,以及学习者如何从这种失败中恢复过来。因此,期望违背转化为脱离的认知-情感过程——或者通过恢复来减轻——仍然缺乏理论和经验。为了解决这一问题,本研究提出并测试了人工智能支持下学习者参与的认知-情感恢复模型。利用期望违背理论(EVT)、认知评价理论(CAT)和数字鸿沟/弹性理论,该模型解释了期望违背如何影响敬业度,以及认知重评价和信任恢复如何调解这种关系,而数字砂子条件学习者在挫折后坚持的能力。本文采用偏最小二乘结构方程模型(PLS-SEM)对298名来自城乡的中国英语学习者进行了两波调查,其中包括大学生和私立学院的学习者。结果表明,期望违背显著降低了学习者的投入,但感知到的人工智能适应性缩小了适应差距,并激活了恢复过程。认知重新评估和信任恢复是关键的中介机制,而数字勇气通过在不利条件下保持参与来调节关键途径。通过将重点从人工智能成功叙事转移到失败和恢复动态,本研究推进了人工智能学习者互动的理论,并为语言教育中设计弹性、信任敏感和公平导向的人工智能系统提供了实践指导。
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引用次数: 0
期刊
Frontiers in Psychology
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