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Improving olfactory assessment: an item response theory analysis of the American English version of the Sniffin' sticks identification subtest. 改进嗅觉评估:美英版嗅棒识别子测试的项目反应理论分析。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-29 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1661164
Eva Tolomeo, Leognano Ceraudo, Ryann Kolb, Pamela H Dalton, Marco Tullio Liuzza, Valentina Parma

Introduction: The Sniffin' Sticks Extended Test (SSET) is one of the most widely used tools for assessing olfactory function in research and clinical settings. Despite its broad application, a detailed psychometric evaluation of its items, including those within the identification subtest, remains limited. This study aimed to evaluate the reliability, validity, and item-level functioning of the SSET identification subtest using Item Response Theory (IRT), to identify potential weaknesses and propose possible areas for improvement.

Methods: The study included 397 US-based participants (60.5% female; mean age 44.61 ± SD = 18.17 [45 ± 18]) who completed the American English version of the identification subtest of the SSET. IRT analyses were conducted using both a one-parameter (1PL) and a two-parameter (2PL) logistic model to estimate item difficulty and discrimination. A Differential Item Functioning (DIF) analysis was also performed to investigate potential sex-related biases in item responses.

Results: Model comparison indicated that the 2PL model provided a better fit than the 1PL model. The 2PL analysis revealed that three items (i.e., leather, turpentine, and pineapple) exhibited low discrimination parameters, suggesting limited utility in distinguishing among different levels of olfactory ability. The DIF analysis found no evidence of differential item performance between male and female participants.

Discussion: These findings support the use of IRT to identify poorly performing items, enabling the refinement of the SSET, to enhance its precision and reliability across populations. Future research should explore item revisions and extend psychometric evaluations to other subtests and samples.

简介:嗅探棒扩展测试(SSET)是在研究和临床环境中最广泛使用的评估嗅觉功能的工具之一。尽管它的广泛应用,详细的心理测量评估的项目,包括那些在识别子测试,仍然有限。本研究旨在运用项目反应理论(IRT)评估SSET识别子测试的信度、效度和项目层面功能,以识别潜在的弱点并提出可能的改进领域。方法:研究纳入397名美国参与者(60.5%为女性,平均年龄44.61 ± SD = 18.17[45 ± 18]),他们完成了SSET识别子测试的美国英语版本。IRT分析使用单参数(1PL)和双参数(2PL)逻辑模型来估计项目难度和辨别。差异项目功能(DIF)分析也被用于调查项目反应中潜在的与性别相关的偏见。结果:模型比较表明,2PL模型比1PL模型具有更好的拟合性。2PL分析显示,皮革、松节油和菠萝这三种物品的识别参数较低,表明它们在区分不同水平嗅觉能力方面的效用有限。DIF分析没有发现男性和女性参与者在项目表现上存在差异的证据。讨论:这些发现支持使用IRT来识别表现不佳的项目,使SSET得以改进,以提高其在人群中的准确性和可靠性。未来的研究应探索项目修订,并将心理测量评估扩展到其他子测试和样本。
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引用次数: 0
Norwegian validation of the University Student Engagement Inventory. 挪威大学学生参与量表的验证。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-26 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1734409
Trygve K Løken, Natallia B Hanssen, Kathrin Olsen, João Marôco

This study reports on the validation of the University Student Engagement Inventory (USEI) in a Norwegian context. The USEI conceptualizes student engagement (SE) as a three-factor first-order construct encompassing cognitive, emotional, and behavioral dimensions and as a second-order construct. Psychometric analysis was conducted with a sample of 833 students from Norwegian universities and university colleges, representing both science, technology, engineering, and mathematics (STEM) and non-STEM fields (humanities and social sciences). Psychometric analysis is reported, including distributional properties, sources of evidence related to the internal structure, and external criteria. The paper presents an invariance analysis for area of study and gender. Criterion validity was evaluated with respect to students' dropout intention, failed university courses, and use of medication to cope with study-related challenges. The USEI demonstrated good factorial construct validity and reliability for both the first- and second-order constructs. Higher levels of SE significantly predicted lower dropout intentions, fewer failed courses, and reduced medication use among Norwegian students. The study demonstrates that the USEI can deliver reliable, valid data on SE in the Norwegian context. It has predictive value for academic variables and is therefore important for policymakers and stakeholders in the education system.

本研究报告了在挪威背景下对大学生参与量表(USEI)的验证。USEI将学生参与(SE)定义为包含认知、情感和行为维度的三因素一阶结构,以及二阶结构。对来自挪威大学和大学学院的833名学生进行了心理测量分析,他们代表了科学、技术、工程和数学(STEM)和非STEM领域(人文和社会科学)。报告了心理测量分析,包括分布特性、与内部结构有关的证据来源和外部标准。本文对研究领域和性别进行了不变性分析。标准效度评估了学生的退学意向、大学课程不及格情况和应对学习相关挑战的药物使用情况。USEI显示了良好的析因构念效度和二阶构念信度。在挪威学生中,较高的SE水平显著预示着更低的退学意图、更少的不及格课程和更少的药物使用。该研究表明,USEI可以在挪威的背景下提供可靠、有效的SE数据。它对学术变量具有预测价值,因此对教育系统中的政策制定者和利益相关者很重要。
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引用次数: 0
The time of your life: mapping the mechanisms behind life tempo judgments. 你生命的时间:描绘生活节奏判断背后的机制。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-26 eCollection Date: 2025-01-01 DOI: 10.3389/fpsyg.2025.1747171
Mark J Landau, Young-Ju Ryu

Across history and cultures, people have persistently lamented that life seems to move "too fast." Psychology has approached this impression from multiple angles, yet lacks an integrative account of why autobiographically meaningful periods so often feel fleeting in retrospect. In this review, we examine the psychological mechanisms that shape life-tempo judgments (LTJs)-retrospective assessments of how quickly or slowly personally significant periods are remembered to have passed. LTJs are not literal perceptions of temporal speed nor comparisons to clock time, but flexible judgments made relative to subjective standards and expectations. We synthesize major theoretical accounts of LTJs, ranging from classic "cold" cognitive explanations centered on routine, memory compression, and attention, to "hot" motivational and affective accounts emphasizing personal growth, longing, social performance, and identity-relevant evaluation. Rather than treating these perspectives as competitors, we evaluate their explanatory scope, empirical support, and points of convergence. Recent empirical work reviewed here highlights a consistent pattern: periods remembered as especially meaningful, engaging, or growth-promoting are often the same periods described as having passed most quickly. We suggest that this pattern is unlikely to be explained by any single mechanism, but instead reflects the joint influence of memory structure, motivational comparison standards, affective meaning, and cultural narratives in the construction of lived time. By organizing a fragmented literature on LTJs, this review provides a conceptual scaffold for future theoretical refinement, empirical research, and translational work. Rather than prescribing how to slow life down, we argue that understanding why life feels fast may help clarify what a fast life signifies-and when it reflects loss, fulfillment, or some combination of the two.

纵观历史和文化,人们一直在哀叹生活似乎过得“太快”。心理学从多个角度研究了这种印象,但却缺乏一个综合的解释,解释为什么自传式的有意义的时期回想起来往往感觉转瞬即逝。在这篇综述中,我们研究了形成生活节奏判断(ltj)的心理机制——对个人重要时期记忆的快慢进行回顾性评估。ltj不是对时间速度的字面感知,也不是对时钟时间的比较,而是相对于主观标准和期望做出的灵活判断。我们综合了ltj的主要理论解释,从以常规、记忆压缩和注意力为中心的经典“冷”认知解释,到强调个人成长、渴望、社会表现和身份相关评价的“热”动机和情感解释。我们不是将这些观点视为竞争对手,而是评估它们的解释范围、经验支持和趋同点。本文回顾了最近的实证研究,强调了一个一致的模式:被认为特别有意义、引人入胜或促进增长的时期,往往是被描述为过去得最快的时期。我们认为这种模式不太可能用任何单一的机制来解释,而是反映了记忆结构、动机比较标准、情感意义和文化叙事在生活时间建构中的共同影响。通过整理关于ltj的零散文献,本综述为未来的理论完善、实证研究和翻译工作提供了一个概念性的框架。我们认为,与其规定如何让生活慢下来,不如理解为什么生活感觉快可能有助于澄清快生活意味着什么——以及它何时反映了损失、满足或两者的某种结合。
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引用次数: 0
Professional grief experience and psychological detachment of pregnant emergency nurses after the death of pediatric patients: a longitudinal mixed-methods study. 妊娠急诊护士在儿科患者死亡后的专业悲伤体验与心理超脱:一项纵向混合方法研究。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-26 eCollection Date: 2025-01-01 DOI: 10.3389/fpsyg.2025.1715162
Man Zhang, Dongyang Wang

Background: Emergency nurses are frequently exposed to pediatric death events, which trigger professional grief and impair psychological detachment. Pregnant nurses, due to heightened physiological and psychological sensitivity, may exhibit unique emotional responses, yet evidence remains scarce.

Methods: This study adopted a longitudinal mixed-methods design, combining semi-structured qualitative interviews with quantitative assessment using the DASS-21 scale at three time points. Data were analyzed using Colaizzi's seven-step method to extract themes and depict temporal trajectories.

Results: Five core themes were identified: (1) emotional shock-within 1 week, participants reported intense grief, anxiety, and guilt, with mean DASS-21 stress scores >15; (2) guilt and self-blame-nurses attributed death to their own limitations, prolonging recovery; (3) emotional fluctuation-by 1 month, early- and mid-pregnancy nurses showed ~30% reduction in DASS-21 scores, whereas late-pregnancy participants exhibited minimal improvement; (4) emotional support-family and peer support facilitated partial recovery; (5) physiological factors-late-pregnancy nurses maintained high anxiety (>12) and depression (>15) at 3 months, while those who had delivered showed marked emotional improvement. The overall trajectory followed shock-guilt/self-blame-impaired detachment-gradual recovery.

Conclusion: Pregnancy stage markedly shapes emotional recovery after pediatric death events, with late pregnancy identified as a high-risk period. Guilt is the central barrier to psychological detachment, while social support and postpartum transitions act as protective factors. Tiered psychological interventions tailored to pregnancy stage are recommended to promote recovery and resilience among emergency nurses.

背景:急诊护士经常接触到儿科死亡事件,这些事件会引发专业悲伤并损害心理超脱。孕妇护士由于生理和心理敏感性的提高,可能会表现出独特的情绪反应,但证据仍然很少。方法:本研究采用纵向混合方法设计,采用半结构化定性访谈与DASS-21量表在三个时间点进行定量评估相结合。数据分析使用Colaizzi的七步法提取主题和描绘时间轨迹。结果:确定了五个核心主题:(1)情绪冲击-在1 周内,参与者报告了强烈的悲伤,焦虑和内疚,平均DASS-21压力得分为bb0 - 15;(2)内疚自责——护士将死亡归咎于自身的局限性,延长了康复期;(3)情绪波动-在1 个月时,妊娠早期和中期的护士在DASS-21得分上下降了~30%,而妊娠晚期的参与者则表现出最小的改善;(4)情感支持——家庭和同伴支持促进部分康复;(5)生理因素——孕晚期护士在3 个月时保持高焦虑(>12)和抑郁(>15),而分娩后的护士情绪有明显改善。总的轨迹是震惊-内疚/自责-超然受损-逐渐恢复。结论:妊娠期明显影响儿童死亡事件后的情绪恢复,妊娠后期被确定为高危期。内疚是心理超脱的主要障碍,而社会支持和产后过渡则是保护因素。建议针对妊娠阶段进行分层心理干预,以促进急诊护士的恢复和复原力。
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引用次数: 0
A 2025 systematic review of teacher emotion regulation and well-being: implications for student engagement, learning outcomes, and professional development in EFL contexts. 2025年对教师情绪调节和幸福感的系统回顾:对英语环境下学生参与、学习成果和专业发展的影响。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-26 eCollection Date: 2025-01-01 DOI: 10.3389/fpsyg.2025.1715266
Guohong Xu, Farzaneh Haratyan, Hui Tian
<p><strong>Introduction: </strong>Teacher emotion regulation is increasingly recognized as a critical determinant of instructional quality, professional well-being, and student success, particularly in English as a Foreign Language (EFL) contexts where linguistic challenges, sociocultural diversity, and high emotional labor intensify classroom demands. However, a comprehensive synthesis of the evidence linking these strategies to multi-level outcomes (teacher, student, and institutional) remains lacking. This systematic review synthesized findings from 165 peer-reviewed studies published between 1998 and 2025 to examine how emotion regulation strategies influence teacher well-being, professional development, and student engagement.</p><p><strong>Methods: </strong>Literature searches were conducted following PRISMA 2020 guidelines and guided by PICOS criteria to ensure transparency, comprehensiveness, and replicability. Searches were performed in Scopus, Web of Science, ERIC, and PsycINFO, supplemented by hand-searching reference lists. The included studies employed quantitative, qualitative, and mixed-method designs and were analyzed using a combination of thematic analysis and content analysis. Coding reliability was established through double-coding of 25% of the studies, yielding strong inter-rater agreement (<i>κ</i> = 0.78).</p><p><strong>Results: </strong>Three major thematic patterns emerged. First, adaptive strategies, including cognitive reappraisal, mindfulness, attentional deployment, and relational regulation, were consistently associated with reduced stress, enhanced resilience, improved classroom management, and positive teacher-student interactions, whereas maladaptive strategies, such as suppression and rumination, predicted burnout and reduced instructional quality. A predominant finding across quantitative studies was a significant positive correlation between adaptive regulation and teacher self-efficacy. Second, professional development interventions-structured workshops, reflective journaling, and peer coaching-enhanced teachers' emotional competence, self-efficacy, and professional identity formation. Third, teacher emotion regulation significantly influenced student engagement, motivation, participation, classroom emotional climate, and language achievement. Cross-theme synthesis revealed cascading effects, showing that adaptive regulation promotes teacher well-being, which in turn supports student learning and professional development.</p><p><strong>Discussion: </strong>These findings underscore the importance of embedding emotion regulation training into teacher education programs, institutional policies, and reflective practice, establishing it not merely as a personal coping mechanism but as a foundational professional competency with direct implications for instructional quality and student outcomes. Future longitudinal and culturally contextualized research is needed to further elucidate these cascading mechanisms, ul
教师情绪调节越来越被认为是教学质量、职业幸福感和学生成功的关键决定因素,特别是在语言挑战、社会文化多样性和高情绪劳动加剧课堂需求的英语作为外语(EFL)环境中。然而,将这些策略与多层次结果(教师、学生和机构)联系起来的证据的全面综合仍然缺乏。该系统综述综合了1998年至2025年间发表的165项同行评审研究的结果,以研究情绪调节策略如何影响教师幸福感、专业发展和学生参与度。方法:按照PRISMA 2020指南和PICOS标准进行文献检索,以确保透明度、全面性和可复制性。在Scopus、Web of Science、ERIC和PsycINFO中进行检索,并辅以手工检索的参考文献列表。纳入的研究采用定量、定性和混合方法设计,并采用主题分析和内容分析相结合的方法进行分析。通过对25%的研究进行双重编码,建立了编码可靠性,产生了很强的评分间一致性(κ = 0.78)。结果:出现了三个主要的主题模式。首先,适应性策略,包括认知重评、正念、注意力部署和关系调节,始终与减轻压力、增强弹性、改善课堂管理和积极的师生互动有关,而适应性不良策略,如抑制和反刍,预测倦怠和降低教学质量。定量研究的主要发现是适应性调节与教师自我效能之间存在显著的正相关关系。第二,专业发展干预——结构化工作坊、反思日志和同伴辅导——提高了教师的情绪能力、自我效能感和职业认同的形成。第三,教师情绪调节显著影响学生的投入、动机、参与、课堂情绪氛围和语言成就。跨主题综合揭示了级联效应,表明适应性调节促进教师幸福感,进而支持学生的学习和专业发展。讨论:这些发现强调了将情绪调节培训纳入教师教育计划、制度政策和反思实践的重要性,将其确立为不仅是个人应对机制,而且是直接影响教学质量和学生成绩的基础专业能力。未来的纵向和文化语境化研究需要进一步阐明这些级联机制,最终为语言多样化课堂中的教师和学习者提供更有效的支持。
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引用次数: 0
Characterizing cognitive workload during simulated surface extravehicular activity with integrated virtual reality. 利用集成虚拟现实技术表征模拟地面舱外活动期间的认知负荷。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-26 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1713354
Steven R Anderson, Crystal Kirkley, Alex J Baughman, Caleb Cram, Eryn Andrews, Kyoung Jae Kim, Rebecca DiDomenica, Morgan Stosic, Bradley Hoffmann, Patrick Estep, Suzanne T Bell, Karina Marshall-Goebel, Daniel M Buckland

Introduction: High cognitive workload presents an important risk to crew safety during surface exploration extravehicular activity (EVA). However, it remains difficult to draw conclusions about the precise EVA task characteristics that are associated with increases in cognitive workload, or their relationship to performance.

Methods: In the present study, we examined how experimentally manipulating cognitive workload during a surface EVA task was related to subjective cognitive workload assessments, physiological responding, and EVA performance outcomes. Participants (N = 14) completed surface EVA simulations using a virtual reality and integrated treadmill setup in an extended reality exploration surface analog.

Results: Experimentally manipulating the difficulty of geological sample identification was associated with increased subjective cognitive workload, decreased cognitive performance, altered physiological responding, and decreased performance on key EVA tasks. Results demonstrate evidence for a relationship between the cognitive demands of a surface EVA task and the subjective and physiological correlates of cognitive workload and cognitive performance, as well as decrements in EVA task performance due to increased cognitive demand.

Discussion: Cognitive workload during surface exploration EVA may be an important consideration for EVA scheduling and monitoring during critical mission tasks on the Moon and Mars.

在地面探测舱外活动(EVA)期间,高认知负荷对机组人员的安全构成重要风险。然而,很难得出与认知负荷增加相关的EVA任务特征的确切结论,或者它们与表现的关系。方法:在本研究中,我们研究了在表面EVA任务中通过实验操纵认知负荷与主观认知负荷评估、生理反应和EVA表现结果之间的关系。参与者(N = 14)在扩展现实探索表面模拟中使用虚拟现实和集成跑步机设置完成了地面EVA模拟。结果:通过实验操纵地质样本识别难度与主观认知工作量增加、认知表现下降、生理反应改变以及关键EVA任务表现下降有关。研究结果表明,表面EVA任务的认知需求与认知负荷和认知表现的主观和生理相关关系,以及认知需求的增加导致EVA任务表现的下降。讨论:在月球和火星的关键任务任务中,表面探测EVA期间的认知负荷可能是EVA调度和监测的重要考虑因素。
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引用次数: 0
A virtual reality test to evaluate dismounted soldiers' cognitive and psychomotor performance in an operationally relevant setting. 一个虚拟现实测试,以评估下马士兵的认知和精神运动表现在一个操作相关的设置。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-26 eCollection Date: 2025-01-01 DOI: 10.3389/fpsyg.2025.1540936
Matthijs Koedijk, Annemarie Landman, Charelle Bottenheft, Yvonne M Fonken, Olaf Binsch

Background: Validated and reliable tests are necessary to evaluate the effectiveness of, for example, (data-driven) selection, education and training, and human enhancement interventions, in high-risk professions like the military. Therefore, the current paper describes the development of a test for measuring dismounted soldiers' ability to make quick decisions in unpredictable close-quarters battle (room-clearing) contexts.

Methods: A group of 15 Dutch Marines Special Operation Forces (SOF) operators and 17 Dutch Army SOF-support specialists individually performed a test in Virtual Reality (VR). Participants could physically walk, shoot, and verbally communicate with opponents. Fifteen performance items indicative of situational awareness (SA) of threats were scored by subject-matter experts, shoot/do not shoot errors were counted, and visual response times (VRTs) in shooting were obtained. Eight room-clearing scenarios were performed twice: once before (pretest) and once following a night of sleep deprivation (posttest), to measure test-retest reliability and sensitivity to a typical military stressor.

Results: The SA items demonstrated adequate internal consistency, and there was a significant test-retest correlation. SOF operators had significantly higher SA item scores (p < 0.05) and made fewer shoot/do not shoot errors (p < 0.05) than SOF-support specialists. VRTs showed no significant test-retest correlation or effects. Sleep deprivation had no significant effect on any of the performance measures.

Conclusion: The developed test methodology offers a means to obtain embedded measures of SA, as well as shoot/do not shoot decisions, but VRT measurement appeared to be unreliable. Performance measures were not sensitive to effects of sleep deprivation, possibly due to a counteracting learning effect and limitations in timing of the post-test. The reliability checks of the SA measures were promising, indicating that this study contributes to advancing methodologies for evaluating human enhancement interventions on performance in operationally relevant settings. It is advised to incorporate team performance measures to enhance realism and integrate digitally obtained metrics to minimize observer bias.

背景:在军事等高风险职业中,评估(数据驱动的)选择、教育和培训以及人类增强干预措施的有效性需要经过验证和可靠的测试。因此,本文描述了一种测试的发展,用于测量下马士兵在不可预测的近距离战斗(房间清理)环境中做出快速决策的能力。方法:15名荷兰海军陆战队特种作战部队(SOF)操作员和17名荷兰陆军特种作战支援专家分别在虚拟现实(VR)中进行了测试。参与者可以步行、射击,还可以与对手进行口头交流。由主题专家对威胁态势感知(SA)的15个表现项目进行评分,统计射击/不射击错误,获得射击时的视觉反应时间(vrt)。8个清扫房间的场景进行了两次:一次是在睡眠剥夺前(前测),一次是在睡眠剥夺后(后测),以测量对典型军事压力源的重测信度和敏感性。结果:SA项目具有足够的内部一致性,且存在显著的重测相关性。结论:开发的测试方法提供了一种方法来获得SA的嵌入式测量,以及射击/不射击的决定,但VRT测量似乎不可靠。表现测量对睡眠剥夺的影响不敏感,可能是由于反向学习效应和后测试时间的限制。SA措施的可靠性检查是有希望的,这表明本研究有助于改进在操作相关环境中评估人类增强干预措施对性能的方法。建议纳入团队绩效指标以增强真实性,并整合数字获得的指标以最大限度地减少观察者的偏见。
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引用次数: 0
A computational validation for the health concept maturity levels questionnaire. 健康概念成熟度问卷的计算验证。
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-26 eCollection Date: 2025-01-01 DOI: 10.3389/fpsyg.2025.1555014
Arthur Trognon, Islem Habibi, Hamza Altakroury, Loann Mahdar-Recorbet, Alizée Poli, David Servais, Julien Lambert, Mathias Béjean, Denis Abraham

Background: The healthcare market is undergoing rapid transformation, requiring the integration of user needs from the earliest stages of product and service design. Living Labs are emerging as a model for the co-creation and evaluation of user-centered innovations. In this work, we developed a Health Concept Maturity Levels grid and questionnaire to assess the maturity of health concepts.

Methods: The research process included multiple stages, starting with the creation of the Association Innov'Autonomie - Health Concept Maturity Levels Questionnaire - 178-items (CMLH questionnaire), designed to evaluate health concept maturity levels. Speech acts from Health Concept Maturity Levels expert interventions were then annotated and used as data for our machine learning and deep learning models. We used the CatBoost algorithm in the first experiment to discern individual Health Concept Maturity Levels factors from speech acts to generate factor probabilities used to feed a neural network trained to take the final decision, to evaluate whether the network could accurately identify the membership factors of Health Concept Maturity Levels criteria when presented with items from the CMLH questionnaire, thus establishing computational semantic validity.

Results: The results of the study indicate that only the models trained with the true factors are able to correctly identify the corresponding factor in the sequentially encoded texts, with the exception of the Need domain's sensitivity metric, which showed artefactual performance. The general performance of the different CatBoost algorithms used to predict one factor versus the other two showed similar performance. For the questionnaire, the models trained with the real factors also showed better performance in identifying the matching factors compared to the random factors. A marginal difference was observed between the "Need" and "Technology" factors.

Conclusion: This study introduces computational semantic validity as a novel complementary approach to traditional psychometric validation, providing evidence that supports both convergent and content validity for the CMLH questionnaire. This computational method demonstrates semantic alignment between expert discourse and questionnaire structure through machine learning and deep learning techniques. However, overlaps between "Programmatic" and "Need" factors indicate a need for improvement in the Concept Maturity Levels Health model. Future work will focus on enhancing these models and investigating their potential application as a complementary validation method for other psychometric tools.

背景:医疗保健市场正在经历快速转型,要求从产品和服务设计的最初阶段就整合用户需求。Living Labs正在成为共同创造和评估以用户为中心的创新的典范。在这项工作中,我们开发了一个健康概念成熟度水平网格和问卷来评估健康概念的成熟度。方法:从编制协会自主创新健康概念成熟度问卷(CMLH问卷)开始,分多个阶段对健康概念成熟度水平进行评估。然后对来自健康概念成熟度水平专家干预的言语行为进行注释,并将其用作我们的机器学习和深度学习模型的数据。在第一个实验中,我们使用CatBoost算法从语音行为中识别个体健康概念成熟度水平因素,生成因素概率,用于为神经网络提供训练以做出最终决策,以评估网络是否能够准确识别来自CMLH问卷的健康概念成熟度水平标准的成员因素,从而建立计算语义效度。结果:研究结果表明,只有经过真实因子训练的模型才能正确识别出顺序编码文本中相应的因子,但需求域的敏感性度量却表现出人为的表现。不同的CatBoost算法用于预测一个因素与其他两个因素的总体性能表现相似。对于问卷,与随机因素相比,用真实因素训练的模型在识别匹配因素方面也表现出更好的性能。在“需要”和“技术”因素之间观察到微小的差异。结论:本研究引入计算语义效度作为传统心理测量效度的一种新的补充方法,为CMLH问卷的收敛效度和内容效度提供了证据支持。该计算方法通过机器学习和深度学习技术展示了专家话语和问卷结构之间的语义一致性。然而,“方案”因素和“需要”因素之间的重叠表明需要改进概念成熟度水平健康模型。未来的工作将集中于增强这些模型,并研究它们作为其他心理测量工具的补充验证方法的潜在应用。
{"title":"A computational validation for the health concept maturity levels questionnaire.","authors":"Arthur Trognon, Islem Habibi, Hamza Altakroury, Loann Mahdar-Recorbet, Alizée Poli, David Servais, Julien Lambert, Mathias Béjean, Denis Abraham","doi":"10.3389/fpsyg.2025.1555014","DOIUrl":"https://doi.org/10.3389/fpsyg.2025.1555014","url":null,"abstract":"<p><strong>Background: </strong>The healthcare market is undergoing rapid transformation, requiring the integration of user needs from the earliest stages of product and service design. Living Labs are emerging as a model for the co-creation and evaluation of user-centered innovations. In this work, we developed a Health Concept Maturity Levels grid and questionnaire to assess the maturity of health concepts.</p><p><strong>Methods: </strong>The research process included multiple stages, starting with the creation of the Association Innov'Autonomie - Health Concept Maturity Levels Questionnaire - 178-items (CMLH questionnaire), designed to evaluate health concept maturity levels. Speech acts from Health Concept Maturity Levels expert interventions were then annotated and used as data for our machine learning and deep learning models. We used the CatBoost algorithm in the first experiment to discern individual Health Concept Maturity Levels factors from speech acts to generate factor probabilities used to feed a neural network trained to take the final decision, to evaluate whether the network could accurately identify the membership factors of Health Concept Maturity Levels criteria when presented with items from the CMLH questionnaire, thus establishing computational semantic validity.</p><p><strong>Results: </strong>The results of the study indicate that only the models trained with the true factors are able to correctly identify the corresponding factor in the sequentially encoded texts, with the exception of the Need domain's sensitivity metric, which showed artefactual performance. The general performance of the different CatBoost algorithms used to predict one factor versus the other two showed similar performance. For the questionnaire, the models trained with the real factors also showed better performance in identifying the matching factors compared to the random factors. A marginal difference was observed between the \"Need\" and \"Technology\" factors.</p><p><strong>Conclusion: </strong>This study introduces computational semantic validity as a novel complementary approach to traditional psychometric validation, providing evidence that supports both convergent and content validity for the CMLH questionnaire. This computational method demonstrates semantic alignment between expert discourse and questionnaire structure through machine learning and deep learning techniques. However, overlaps between \"Programmatic\" and \"Need\" factors indicate a need for improvement in the Concept Maturity Levels Health model. Future work will focus on enhancing these models and investigating their potential application as a complementary validation method for other psychometric tools.</p>","PeriodicalId":12525,"journal":{"name":"Frontiers in Psychology","volume":"16 ","pages":"1555014"},"PeriodicalIF":2.9,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12884647/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146156705","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Drivers of willingness to communicate with generative AI: the roles of self-efficacy, grit, speaking enjoyment, and anxiety from a self-determination theory perspective. 与生成式人工智能交流意愿的驱动因素:自我效能感、毅力、说话乐趣和自我决定理论视角下的焦虑的作用
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-26 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1754495
Jiaohui Tang, Anchen Zhang, Mingshan Sun, Xinchen Leng, Ling Luo

Introduction: English-speaking proficiency is essential for the personal and academic development of English as a Foreign Language (EFL) learners; however, many students demonstrate limited willingness to communicate (WTC) in classroom settings. Although generative artificial intelligence (GenAI) offers considerable potential for enhancing communicative engagement, existing research has predominantly examined WTC in human-to-human interactions, leaving the applicability of established models in AI-mediated environments uncertain.

Method: To address this gap, the present study, guided by self-determination theory, explores the structural relationships among learning grit, speaking self-efficacy, speaking enjoyment, speaking anxiety, and WTC with GenAI. Questionnaire data were collected from 350 Chinese undergraduate EFL learners who practiced oral English using GenAI, and were analyzed using confirmatory factor analysis (CFA) and structural equation modeling (SEM).

Results and discussion: Findings indicate a robust nomological network, with speaking self-efficacy identified as the most influential direct and mediating predictor of WTC with GenAI. Learning grit exerts both direct and indirect effects, while speaking enjoyment and anxiety have comparatively modest impacts. These results suggest that self-efficacy and grit are fundamental psychological drivers of communicative action in GenAI contexts, whereas affective states play a supplementary role. The study extends current WTC frameworks to technology-mediated settings and highlights pedagogical implications for fostering self-belief and perseverance in digital language education.

英语水平对英语作为外语学习者的个人和学术发展至关重要;然而,许多学生在课堂环境中表现出有限的交流意愿。尽管生成式人工智能(GenAI)在增强交流参与方面具有相当大的潜力,但现有的研究主要是研究人与人之间互动中的WTC,这使得已建立的模型在人工智能介导的环境中的适用性不确定。方法:为了解决这一问题,本研究在自我决定理论的指导下,探讨了学习毅力、说话自我效能、说话享受、说话焦虑和语言表达能力与GenAI之间的结构关系。本研究利用GenAI对350名从事英语口语练习的中国本科英语学习者进行问卷调查,并采用验证性因子分析(CFA)和结构方程模型(SEM)进行分析。结果和讨论:研究结果显示了一个强大的逻辑网络,言语自我效能被确定为最具影响力的直接和中介预测因子。学习毅力有直接影响和间接影响,而言语享受和言语焦虑的影响相对较小。这些结果表明,自我效能感和毅力是GenAI情境下交际行为的基本心理驱动因素,而情感状态则起辅助作用。该研究将当前的WTC框架扩展到以技术为媒介的环境,并强调了在数字语言教育中培养自信和毅力的教学意义。
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引用次数: 0
With confidence comes success: an exploration of high school students' mental health education from the perspective of self-efficacy theory. 自信带来成功:自我效能感理论视角下的中学生心理健康教育探索
IF 2.9 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2026-01-26 eCollection Date: 2026-01-01 DOI: 10.3389/fpsyg.2026.1667290
Peng Su, Xiaolong Li

Introduction: High school is a critical developmental period in which adolescents' psychological functioning and social adaptability are rapidly reconfigured. However, mental health education in Chinese senior high schools often lacks systematic approaches in preventive intervention, pedagogical depth, and the cultivation of students' psychological potential. Self-efficacy theory offers an informative lens for improving school-based mental health education.

Methods: Situated in the context of senior high school mental health education, this qualitative study used semi-structured interviews and grounded theory to examine how self-efficacy is generated and evolves across learning and everyday-life contexts, and how it relates to mental health outcomes. Participants were recruited from a senior high school in Zhengzhou. Twenty-three students in Grades 10-11 were interviewed. Data were analyzed using an iterative grounded-theory coding procedure to develop core categories and an integrative relational model.

Results: The findings indicate a close and dynamic association between self-efficacy and adolescents' mental health. Success and failure experiences, as well as feedback in key situations-such as academic stress, peer interactions, and self-evaluation-shape both moment-to-moment fluctuations and the longer-term development of self-efficacy. These self-efficacy processes are linked to emotional stability, coping patterns, and overall psychological adjustment.

Discussion: We propose a self-efficacy-oriented mechanism for mental health education and outline a coordinated support pathway spanning school and family. The findings provide theory-grounded and actionable implications for shifting school mental health work from predominantly reactive remediation toward development-oriented prevention, and for strengthening systematic home-school collaboration in practice.

高中阶段是青少年心理功能和社会适应能力快速重构的关键发展时期。然而,我国高中心理健康教育在预防干预、教学深度、学生心理潜能培养等方面往往缺乏系统的方法。自我效能感理论为改善学校心理健康教育提供了一个翔实的视角。方法:本定性研究以高中心理健康教育为背景,采用半结构化访谈和扎根理论,探讨自我效能感在学习和日常生活环境中的产生和演变,以及自我效能感与心理健康结果的关系。参与者来自郑州的一所高中。采访了23名10-11年级的学生。使用迭代的基于理论的编码程序对数据进行分析,以开发核心类别和集成关系模型。结果:自我效能感与青少年心理健康之间存在密切的动态关系。成功和失败的经历,以及在关键情况下的反馈——如学业压力、同伴互动和自我评价——塑造了自我效能感的即时波动和长期发展。这些自我效能过程与情绪稳定性、应对模式和整体心理调整有关。讨论:我们提出了一个以自我效能感为导向的心理健康教育机制,并概述了一个跨越学校和家庭的协调支持途径。研究结果为将学校心理健康工作从主要的被动补救转向以发展为导向的预防,以及在实践中加强系统的家校合作提供了理论基础和可操作性的启示。
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引用次数: 0
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