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Learning from boundlessness: epistemic shifts towards a holistic worldview following psychedelic experiences. 从无垠中学习:在迷幻体验之后,认知向整体世界观转变。
Pub Date : 2026-01-29 DOI: 10.1038/s44184-026-00186-6
E K Argyri, F Fraser, S Schilling, A Frick, O C Robinson, L Roseman, C J A Morgan

Psychedelic substances are increasingly recognized for their potential to catalyse transformative shifts in worldviews. Central to these transformations may be the integration of self-transcendent states. This mixed-methods study explored transformative psychedelic experiences, focussing on subsequent epistemic shifts. Ninety participants completed the Awe Experience Scale (AWE-S), and the Inclusion of Other in Self Scale (IOS) and open-ended questions exploring epistemic changes. The vastness and connectedness components of awe recalled from the acute psychedelic experience were significantly positively associated with perceived self-other overlap post-experience. Thematic Network Analysis revealed three epistemic shift clusters: (1) expanded awareness and openness to complexity, (2) dissolution of societal and natural boundaries, (3) increased prosociality, compassion and acceptance of difference. Together, these patterns suggest that boundary-expanding experiences can promote reflective meaning-making towards more holistic, interconnected frameworks of understanding self, others, and the world. We discuss the potential of psychedelic experiences to foster prosocial and ecologically aware worldviews, and highlight the need for further research to identify culturally attuned resources for supporting the integration of transformative psychedelic experiences.

致幻剂因其催化世界观转变的潜力而日益受到人们的认可。这些转变的核心可能是自我超越状态的整合。这个混合方法的研究探索了变革性的迷幻体验,重点是随后的认知转变。90名参与者完成了敬畏体验量表(Awe - s)、自我包含他人量表(IOS)和探索认知变化的开放式问题。从急性迷幻体验中回忆起的敬畏的广度和连通性成分与体验后感知的自我-他人重叠显著正相关。主题网络分析揭示了三个认知转移集群:(1)扩大了对复杂性的认识和开放;(2)社会和自然边界的消解;(3)增加了亲社会性、同情心和对差异的接受。综上所述,这些模式表明,边界扩展经验可以促进反思性意义创造,使其朝着更全面、更相互关联的框架来理解自我、他人和世界。我们讨论了迷幻体验在培养亲社会和生态意识世界观方面的潜力,并强调了进一步研究的必要性,以确定支持变革性迷幻体验整合的文化协调资源。
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引用次数: 0
Predicting substance use behaviors with machine learning using small sets of judgment and contextual variables. 使用小的判断集和上下文变量,通过机器学习预测药物使用行为。
Pub Date : 2026-01-27 DOI: 10.1038/s44184-025-00181-3
Sumra Bari, Nicole L Vike, Byoung-Woo Kim, Martin Block, Leandros Stefanopoulos, Aggelos K Katsaggelos, Hans C Breiter

Substance use disorder (SUD) is characterized by behaviors of impaired control, physical dependence, social impairments, and risky use, regardless of the substance used-yet no prior work has predicted these behaviors directly. This study of 3476 adults used 15 judgment variables, derived from a picture rating task, with contextual variables to predict the SUD-defining behaviors, recency of four categories of substances being used, and SUD severity. This study achieved up to 83% accuracy and 0.74 AUC ROC for SUD behavior and moderate-high prediction for substance use with a balanced random forest approach, and 84% accuracy for predicting SUD severity. Judgment variable profiles revealed that participants with higher SUD severity are more risk-seeking, less resilient to losses, have more approach behavior, and have less variance in preference. This study argues that distinct constellations of 15 judgment variables yield a scalable system for addiction assessment, which can support research across a broad range of addictions.

物质使用障碍(SUD)的特征是控制障碍、身体依赖、社会障碍和危险使用行为,与使用的物质无关,但之前没有研究直接预测这些行为。这项对3476名成年人的研究使用了15个判断变量,这些变量来自于一个图片评级任务,并结合上下文变量来预测SUD定义行为、使用四类物质的近近性和SUD的严重程度。本研究采用平衡随机森林方法对SUD行为和药物使用的中高预测达到83%的准确率和0.74 AUC ROC,预测SUD严重程度的准确率为84%。判断变量分析显示,SUD严重程度越高的参与者更倾向于寻求风险,对损失的适应能力越差,有更多的接近行为,偏好差异越小。这项研究认为,15个判断变量的不同星座产生了一个可扩展的成瘾评估系统,可以支持广泛的成瘾研究。
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引用次数: 0
Longitudinal associations of dispositional forgivingness with multidimensional well-being: a two-wave outcome-wide analysis in the Global Flourishing Study. 性格宽恕与多维幸福的纵向关联:全球繁荣研究中的两波结果分析。
Pub Date : 2026-01-21 DOI: 10.1038/s44184-026-00187-5
Richard G Cowden, Everett L Worthington, R Noah Padgett, Chris Felton, Dorota Weziak-Bialowolska, Renae Wilkinson, Katherine Jackson-Meyer, Zhuo J Chen, Matt Bradshaw, Byron R Johnson, Tyler J VanderWeele

In this preregistered longitudinal study with nationally representative samples from 23 countries in the Global Flourishing Study (N = 207,919), we examine associations between dispositional forgivingness and multidimensional well-being outcomes approximately one year later. Following the analytic template for outcome-wide designs, we conducted a series of country-specific weighted multivariate regression analyses where each Wave 2 outcome was regressed on Wave 1 forgivingness (controlling for Wave 1 sociodemographic and retrospectively recalled childhood variables). Random effects meta-analyses were used to pool country-specific estimates of association for the 56 main outcomes covering psychological, social, physical, volitional, and material dimensions of well-being. We found some evidence of association between forgivingness and higher well-being for both composite well-being indicators and numerous specific indicators across different domains of functioning (observed associations were mostly very small in magnitude). Associations were generally stronger and more consistent for some domains (e.g., psychological well-being) compared to others (e.g., physical health & health behavior). Meta-analyzed estimates of association generally attenuated after using a more conservative analytic approach that additionally adjusted for principal components extracted from the Wave 1 outcomes treated as covariates. Country-specific results showed some cross-national variation. Our findings contribute novel population-level evidence on the potential benefits of forgivingness for different aspects of well-being.

在这项预先登记的纵向研究中,我们从全球繁荣研究(N = 207,919)的23个国家中选取了具有全国代表性的样本,研究了大约一年后性格宽恕与多维幸福结果之间的关系。根据结果范围设计的分析模板,我们进行了一系列针对特定国家的加权多元回归分析,其中每个第二波结果都是根据第一波宽恕进行回归的(控制第一波社会人口统计学和回顾性回忆童年变量)。随机效应荟萃分析用于汇总国家特定的56个主要结果的关联估计,这些结果涵盖了幸福感的心理、社会、身体、意志和物质维度。我们发现了宽恕与更高的幸福感之间存在关联的一些证据,无论是综合幸福感指标还是不同功能领域的许多特定指标(观察到的关联大多在量级上非常小)。与其他领域(如身体健康和健康行为)相比,某些领域(如心理健康)的关联通常更强、更一致。在使用更保守的分析方法(从作为协变量的第一波结果中提取的主成分进行额外调整)后,meta分析的关联估计通常会减弱。具体国家的结果显示出一些跨国差异。我们的发现提供了新的人口层面的证据,证明宽恕对幸福的不同方面有潜在的好处。
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引用次数: 0
Safeguarding the skilled trades: burnout, job satisfaction, and the risk of turnover in Ontario electricians. 保护技术行业:职业倦怠、工作满意度和安大略省电工人员流失的风险。
Pub Date : 2026-01-21 DOI: 10.1038/s44184-026-00189-3
Maryam Shahzad, Javier Mencia Ledo, Mahdi Azarmi, Ali Bani-Fatemi, Behdin Nowrouzi-Kia

Skilled trades workers, including electricians, face unique occupational stressors and a persistent labour shortage that may contribute to burnout, job dissatisfaction, and heightened intention to leave (ITL). This cross-sectional study of 73 electricians aimed to assess the prevalence of burnout, job satisfaction, and ITL and to explore the relationships between these factors while accounting for sociodemographic and occupational characteristics. Burnout (measured using the Copenhagen Burnout Inventory), was prevalent (31.8%) but not independently associated with ITL. Higher job satisfaction (measured using an adapted NIOSH Generic Job Stress Questionnaire) was linked to lower ITL (OR = 0.58, 95% CI [0.34, 0.96]). Apprentice status significantly increased the odds of ITL (OR = 6.59, 95% CI [1.48, 38.47]). Findings suggest that job satisfaction is a protective factor against turnover intention, while apprentices are at a greater risk of ITL - underscoring the need for targeted retention and mental health strategies in the skilled trades.

包括电工在内的熟练行业工人面临着独特的职业压力源和持续的劳动力短缺,这可能导致职业倦怠、工作不满和离职意向增加(ITL)。这项针对73名电工的横断面研究旨在评估职业倦怠、工作满意度和ITL的患病率,并在考虑社会人口统计学和职业特征的同时探讨这些因素之间的关系。倦怠(使用哥本哈根倦怠量表测量)普遍存在(31.8%),但与ITL无关。较高的工作满意度(使用NIOSH通用工作压力问卷测量)与较低的ITL相关(OR = 0.58, 95% CI[0.34, 0.96])。学徒身份显著增加ITL的几率(OR = 6.59, 95% CI[1.48, 38.47])。研究结果表明,工作满意度是防止离职倾向的保护因素,而学徒面临更大的离职风险,这强调了在技术行业中有针对性的保留和心理健康策略的必要性。
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引用次数: 0
Beyond depression symptoms: the default mode network as a predictor of antidepressant response. 超越抑郁症状:默认模式网络作为抗抑郁反应的预测因子。
Pub Date : 2026-01-16 DOI: 10.1038/s44184-025-00182-2
Kaizhong Zheng, Liangjun Chen, Huaning Wang, Baojuan Li, Badong Chen

Antidepressant efficacy for major depressive disorder (MDD) remains limited, with the neural mechanisms underlying treatment response poorly understood. The default mode network (DMN), particularly the connectivity between the medial prefrontal cortex (mPFC) and posterior cingulate cortex (PCC), has been implicated in MDD pathophysiology and may be linked to treatment outcomes. However, its potential as a biomarker for antidepressant response has not been validated. Here, we investigate the relationship between DMN connectivity and antidepressant treatment response in MDD. Resting-state fMRI data from four large MDD cohorts (n = 4271) were analyzed using Granger causality to examine directional effective connectivity (EC) within the DMN. Linear mixed-effects models compared EC between recurrent MDD patients, first-episode drug-naïve patients, and healthy controls. We also examined associations between EC, medication use, illness duration, depressive symptoms, and treatment outcomes. Additionally, Support Vector Machine (SVM) classifiers and support vector regression (SVR) were trained using EC from mPFC to PCC to predict treatment response. Our results revealed that recurrent MDD patients exhibited significantly reduced EC from mPFC to PCC compared to healthy controls and first-episode patients, with this reduction correlating with antidepressant medication use and illness duration. Importantly, DMN connectivity was associated with treatment improvement rather than core depressive symptoms, including suicide, anhedonia, or emotional blunting. Crucially, EC from mPFC to PCC predicted antidepressant treatment response, and SVM classifiers demonstrated high predictive accuracy for therapeutic outcomes. In conclusion, reduced EC from mPFC to PCC may serve as a biomarker for antidepressant treatment response in MDD, offering insights into MDD neurobiology and supporting the clinical potential of DMN connectivity measures for guiding treatment decisions. The SAINT, Xijing_QG, and Xijing_KG datasets were approved by the Ethics Committee of the First Affiliated Hospital, Fourth Military Medical University (approval numbers: KY20202066-F-1, XJLL-KY20222111, and KY20222165-F-1, respectively) and registered with clinicaltrials.gov (identifiers: NCT04653337, NCT05577481, and NCT05544071, respectively).

抗抑郁药对重度抑郁障碍(MDD)的疗效仍然有限,治疗反应的神经机制尚不清楚。默认模式网络(DMN),特别是内侧前额叶皮层(mPFC)和后扣带皮层(PCC)之间的连接,与MDD的病理生理有关,并可能与治疗结果有关。然而,其作为抗抑郁反应生物标志物的潜力尚未得到证实。在这里,我们研究了重度抑郁症患者DMN连通性与抗抑郁药物治疗反应之间的关系。来自四个大型MDD队列(n = 4271)的静息状态fMRI数据使用格兰杰因果关系进行分析,以检查DMN内的定向有效连接(EC)。线性混合效应模型比较复发性重度抑郁症患者、首发drug-naïve患者和健康对照之间的EC。我们还研究了EC、药物使用、病程、抑郁症状和治疗结果之间的关系。此外,使用从mPFC到PCC的EC训练支持向量机(SVM)分类器和支持向量回归(SVR)来预测治疗反应。我们的研究结果显示,与健康对照组和首发患者相比,复发性MDD患者从mPFC到PCC的EC显著减少,这种减少与抗抑郁药物的使用和疾病持续时间有关。重要的是,DMN连通性与治疗改善有关,而不是与核心抑郁症状有关,包括自杀、快感缺乏或情绪迟钝。至关重要的是,从mPFC到PCC的EC预测抗抑郁治疗反应,支持向量机分类器对治疗结果的预测精度很高。总之,从mPFC到PCC的EC减少可能作为抑郁症抗抑郁治疗反应的生物标志物,提供了对抑郁症神经生物学的见解,并支持DMN连通性测量指导治疗决策的临床潜力。SAINT、Xijing_QG和Xijing_KG数据集经第四军医大学第一附属医院伦理委员会批准(批准文号分别为KY20202066-F-1、XJLL-KY20222111和KY20222165-F-1),并在clinicaltrials.gov注册(标识号分别为NCT04653337、NCT05577481和NCT05544071)。
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引用次数: 0
Telemedicine disparities among adolescents with suicidal thoughts and behaviors during the COVID-19 pandemic. 2019冠状病毒病大流行期间有自杀念头和行为的青少年在远程医疗方面的差异
Pub Date : 2026-01-10 DOI: 10.1038/s44184-025-00183-1
Morgan J Grant, Heath Hightower, Tamika D Gilreath

Telemedicine became a vital tool during the COVID-19 pandemic, a time marked by increased social isolation and mental health challenges among adolescents. Using data from 7,998 U.S. adolescents collected in early 2021 via the Adolescent Behavior Experience Survey, this study examined intersectional disparities in telemental health use. Stratified multivariable logistic regression models revealed significantly lower odds of telemedicine use for mental health care among marginalized groups who experienced suicidal thoughts or behaviors. These included Black, Hispanic/Latino, and multi-racial Latino female adolescents; Black heterosexual adolescents; and sexual minority multi-racial non-Latino adolescents. Notably, sexual minority multi-racial non-Latino adolescents showed higher odds of telemental health care use in some cases. The findings highlight critical gaps in access and underscore the need for targeted strategies to improve equitable mental health service delivery, particularly for racially diverse sexual and gender minority youth navigating intersecting structural and identity-based inequities.

在2019冠状病毒病大流行期间,远程医疗成为一项重要工具,这一时期青少年的社会孤立和心理健康挑战加剧。本研究利用2021年初通过青少年行为经验调查收集的7,998名美国青少年的数据,研究了远程心理健康使用的交叉差异。分层多变量逻辑回归模型显示,在经历过自杀念头或行为的边缘群体中,远程医疗用于精神卫生保健的几率显著降低。其中包括黑人、西班牙裔/拉丁裔和多种族拉丁裔女性青少年;黑人异性恋青少年;以及多种族非拉丁裔青少年。值得注意的是,在某些情况下,性少数多种族非拉丁裔青少年使用远程心理保健的几率更高。调查结果突出了在获取服务方面的严重差距,并强调需要制定有针对性的战略,以改善公平的精神卫生服务提供,特别是针对种族多样化的性和性别少数群体青年,他们面临着结构性和基于身份的交叉不平等。
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引用次数: 0
A randomized controlled trial of an interactive digital therapeutic for stress and burnout management. 一项用于压力和倦怠管理的交互式数字治疗的随机对照试验。
Pub Date : 2025-12-30 DOI: 10.1038/s44184-025-00184-0
Katharina M Rischer, Linda T Betz, Antje Riepenhausen, Björn Meyer, Gitta A Jacob, Helge Frieling, Kamila Jauch-Chara

This pragmatic randomized controlled trial examined the effectiveness of reviga, a self-guided digital intervention based on cognitive behavioral therapy, in reducing work-related stress symptoms. A total of 290 adults experiencing significant stress and burnout were assigned to the intervention group (reviga + treatment as usual [TAU]; n = 147) or the control group (TAU only; n = 143). Intent-to-treat analyses showed that 3 months post-randomization, participants in the intervention group experienced significant positive effects on the primary outcome, perceived stress (Cohen's d = 0.36), as well as on the secondary outcomes anxiety (d = 0.28), burnout (d = 0.31), occupational and social functioning (d = 0.31) and health-related quality of life (d = 0.35) compared to TAU. No effect was found for absenteeism quantified as the number of sick days. Effect sizes increased at 6 month follow-up. This study demonstrates that reviga represents a promising and scalable tool for workplace mental health support.

这项实用的随机对照试验检验了reviga在减少工作压力症状方面的有效性,reviga是一种基于认知行为疗法的自我指导数字干预。共有290名经历明显压力和倦怠的成年人被分配到干预组(reviga +照例治疗[TAU], n = 147)或对照组(仅TAU, n = 143)。意向治疗分析显示,随机化后3个月,干预组的参与者在主要结局、感知压力(Cohen’s d = 0.36)以及次要结局焦虑(d = 0.28)、倦怠(d = 0.31)、职业和社会功能(d = 0.31)和健康相关生活质量(d = 0.35)方面均有显著的积极影响。未发现以病假天数量化的旷工有影响。在6个月的随访中,效应量增加。这项研究表明,reviga代表了一个有前途和可扩展的工作场所心理健康支持工具。
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引用次数: 0
Matters Arising: The importance of understanding AI's impact on physician behavior. 产生的问题:理解人工智能对医生行为的影响的重要性。
Pub Date : 2025-12-20 DOI: 10.1038/s44184-025-00180-4
Michael H Bernstein, Brian Sheppard, Michael A Bruno, Grayson L Baird
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引用次数: 0
Reply: Matters Arising: The importance of understanding AI's impact on physician behavior. 回答:出现的问题:理解人工智能对医生行为影响的重要性。
Pub Date : 2025-12-20 DOI: 10.1038/s44184-025-00178-y
Katie Ryan, Hyun-Joon Yang, Bohye Kim, Jane Paik Kim
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引用次数: 0
An assessment of the informativeness of clinical trials in digital mental health. 数字心理健康临床试验的信息量评估。
Pub Date : 2025-12-17 DOI: 10.1038/s44184-025-00177-z
Bridianne O'Dea, Sally Rooke, Eliza-Rose Gordon, Fergus L Lyons, Bojana Vilus, Neelesh Paravastu, Philip J Batterham

Clinical trials in digital mental health have grown rapidly, yet little research has examined their informativeness. This study assessed the proportions of recent trials that met indicators of informativeness and explored related factors. Using stratified sampling from five trial registries, we randomly selected 25% (N = 152) of recent trials for depression, anxiety, and psychosis in high-income and low- and middle-income countries. Each trial was evaluated against 17 established indicators. On average, trials met only half of these (M = 8.9, SD = 4.57, range 2-17). Just 5.3% (n = 8) met all indicators, with methodological criteria more often satisfied than those related to ethical, equitable, or open research practices. Informativeness did not differ by disorder or region but was higher where trial documentation and reporting were more accessible, with notable variation across registries. Findings highlight that many digital mental health trials may lack value for stakeholders, underscoring the need to prioritise informativeness and improve registry reporting.

数字心理健康方面的临床试验增长迅速,但很少有研究检验它们的信息量。本研究评估了符合信息性指标的近期试验的比例,并探讨了相关因素。我们从五个试验注册中心进行分层抽样,在高收入国家和中低收入国家随机选择25% (N = 152)的近期抑郁症、焦虑症和精神病试验。每个试验根据17个既定指标进行评估。平均而言,试验只满足其中的一半(M = 8.9, SD = 4.57,范围2-17)。只有5.3% (n = 8)符合所有指标,方法标准往往比伦理、公平或开放研究实践相关的标准更令人满意。信息性没有因疾病或地区而异,但在试验文件和报告更容易获得的地方,信息性更高,在不同的注册中心有显著的差异。调查结果强调,许多数字心理健康试验可能对利益相关者缺乏价值,强调需要优先考虑信息性并改进登记报告。
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引用次数: 0
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