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On the Dimensional Approach to Adolescent Psychopathology: a Systematic Review. 关于青少年精神病理学的维度方法:系统回顾。
4区 医学 Q2 Medicine Pub Date : 2024-09-01
Apolline C Till, Giovanni Briganti

In child and adolescent psychiatry, the clinical presentation of disorders in adolescents is complex, and categorical approaches have limitations by focusing on individual disorders. The intricate system of psychopathology during adolescence can be effectively modeled using network science, which integrates statistical and computational techniques through artificial intelligence tools. Network analysis of psychometric data from psychiatric disorder assessment tests has been extensively studied in both general psychiatry and child psychiatry. However, a comprehensive evaluation of existing network approaches that model multiple psychiatric or neurodevelopmental disorders encountered in adolescents remains necessary. We conducted a systematic literature review across two different databases - PubMed and Scopus - using the keywords "network analysis", "adolescent" and "psychiatry" to address this question. The selection of articles was based on age criteria and the number of pathological entities studied. Out of 406 articles, 69 were selected and analyzed. The results from some of these studies are described in this article. Notably, we observe significant heterogeneity in the findings, highlighting both the richness and complexity of adolescent psychopathology. Further research is needed to validate the already proposed results and standardize the models studied.

在儿童和青少年精神病学中,青少年的临床表现错综复杂,而分类方法因侧重于单个疾病而存在局限性。网络科学通过人工智能工具整合了统计和计算技术,可以有效地模拟青少年时期错综复杂的精神病理学系统。普通精神病学和儿童精神病学都对精神障碍评估测试的心理测量数据进行了广泛的网络分析研究。然而,我们仍有必要对现有的网络方法进行全面评估,以模拟青少年遇到的多种精神或神经发育障碍。为了解决这个问题,我们使用关键词 "网络分析"、"青少年 "和 "精神病学",在两个不同的数据库(PubMed 和 Scopus)中进行了系统的文献综述。文章的选择基于年龄标准和所研究病理实体的数量。在 406 篇文章中,有 69 篇被选中并进行了分析。本文介绍了其中一些研究的结果。值得注意的是,我们观察到研究结果存在明显的异质性,这凸显了青少年心理病理学的丰富性和复杂性。我们需要进一步的研究来验证已经提出的结果,并使所研究的模型标准化。
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引用次数: 0
Implementing the Early Start Denver Model in Senegal: Outcomes and Insights from a Low-Resource Context. 在塞内加尔实施丹佛早期启蒙教育模式:低资源环境下的成果和启示。
4区 医学 Q2 Medicine Pub Date : 2024-09-01
Ndeye Awa Der Dieye, Joana Reis, Véronique Delvenne

Background: Autism Spectrum Disorders (ASD) are characterized by significant challenges in social interaction and communication, accompanied by repetitive behaviors. Effective early interventions, such as the Early Start Denver Model (ESDM) are crucial but primarily studied in well-resourced Western countries. This study explores the adaptation and effectiveness of ESDM in Senegal, a low-resource setting, to adress gaps in autism care and intervention accessibility in Africa.

Subjects and methods: An observational study was conducted at Diamniadio Children's Hospital, Dakar, Senegal, from January 2019 to July 2021, focusing on children under 10 years suspected of having ASD. Diagnostic assessments were performed using the DSM-5 criteria with tools like the Autism Diagnostic Interview-Revised (ADI-R) and Autism Diagnostic Observation Schedule, Second Edition (ADOS-2). Interventions based on ESDM were adapted to local resources and involved regular family and patient engagement.

Results: Of the 114 children referred for ASD suspicion, 80 were diagnosed with ASD. Post-diagnosis, 30 children received follow-up care at the day hospital, and another 30 were managed via outpatient care. 20 children did not receive any follow-up care at Diamniadio Children's Hospital. Significant socio-economic disparities were noted, influencing access to and engagement with intervention programs. No significant differences were found in clinical characteristics between groups, but socio-economic factors significantly affected intervention access.

Conclusion: The adapted ESDM interventions show promise for implementation in resource-limited settings like Senegal, although challenges related to socio-economic disparities and service accessibility persist. Future research should focus on the integration of ASD services into broader health policies to enhance efficacy and accessibility.

背景:自闭症谱系障碍(ASD)的特点是在社会交往和沟通方面面临巨大挑战,并伴有重复行为。有效的早期干预措施,如丹佛早期干预模式(ESDM)至关重要,但主要是在资源丰富的西方国家进行研究。本研究探讨了ESDM在资源匮乏的塞内加尔的适应性和有效性,以弥补非洲在自闭症护理和干预可及性方面的不足:2019年1月至2021年7月,在塞内加尔达喀尔的Diamniadio儿童医院开展了一项观察研究,重点关注10岁以下疑似自闭症儿童。诊断评估采用DSM-5标准,使用自闭症诊断访谈-修订版(ADI-R)和自闭症诊断观察表第二版(ADOS-2)等工具。根据当地资源调整了基于 ESDM 的干预措施,并让家庭和患者定期参与其中:在 114 名转诊的自闭症儿童中,有 80 名被确诊为自闭症。确诊后,30 名儿童在日间医院接受了后续治疗,另外 30 名儿童通过门诊治疗得到了管理。20名儿童没有在迪亚姆纳迪欧儿童医院接受任何后续治疗。社会经济差异显著,影响了干预项目的获得和参与。各组之间的临床特征未发现明显差异,但社会经济因素对干预的获得性有很大影响:经过调整的 ESDM 干预措施有望在塞内加尔等资源有限的环境中实施,但与社会经济差异和服务可及性有关的挑战依然存在。未来的研究应侧重于将 ASD 服务纳入更广泛的卫生政策,以提高疗效和可及性。
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引用次数: 0
Iodine Deficiency as a Risk Factor for Postpartum Depressive Disorder in Women. 碘缺乏是女性产后抑郁障碍的风险因素。
4区 医学 Q2 Medicine Pub Date : 2024-09-01
Regina Nasyrova, Natalia Shnayder, Sagat Altynbekov, Kseniya Bikbaeva, Anna Strelnik, Olga Ismailova, Natalia Kuvshinova, Dmitry Kosterin

Nutritional support is considered as one of the components of disease-modifying therapy for postpartum depressive disorder. Such nutrients include iodine, which is an important trace element in the development and functioning of the central nervous system. The brief review presents updated knowledge about the relationship of iodine deficiency with the development and severity of postpartum depressive disorders in women, based on the analysis and generalization of the results of domestic and international studies.

营养支持被认为是产后抑郁症疾病调节疗法的组成部分之一。这些营养素包括碘,碘是中枢神经系统发育和运作的重要微量元素。本简要综述在分析和归纳国内外研究结果的基础上,介绍了有关碘缺乏与妇女产后抑郁障碍的发展和严重程度之间关系的最新知识。
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引用次数: 0
Interpersonal Psychotherapy in Russia: Remembering Past Losses of the Heart, Keeping Mindful of the Culture of Melancholy, and Reconnecting with a Supportive Social Environment. 俄罗斯的人际心理疗法:回忆过去的心灵失落,关注忧郁文化,与支持性社会环境重新建立联系。
4区 医学 Q2 Medicine Pub Date : 2024-09-01
Daria Smirnova, Petr Morozov, Nikolay Neznanov, Anna Vasileva

Background: The dissolution of the Soviet Union brought economic instability and variety of social changes, resulting in fluctuating suicide rates and highlighting the national phenomenon of a melancholy cultural trait across the general population. The socio-political changes in Russia post-1991 led to increased rates of depressive and stress-related disorders, as well as opening avenues for integrating foreign psychotherapeutic methods, including Interpersonal Psychotherapy (Klerman-Weissman IPT), into the treatment of mental disorders. This narrative review explores the adaptation and efficacy of IPT in Russia, particularly for depressive and stress-related disorders.

Material and methods: We assembled key PhD theses related to the topic of IPT use in Russia. One such study involved 120 female patients aged 23-45 years with adjustment disorders, treated at the Omsk Rehabilitation Treatment Hospital. Participants were divided into an IPT group (n=80) and a control group (n=40) receiving treatment as usual (TAU). The IPT group underwent 12-16 individual sessions, each lasting 60 minutes, held twice a week. The main study group was further divided into four sub-groups based on specific interpersonal problems: loss of loved ones, interpersonal conflicts, social role changes, and social isolation.

Results: Both groups showed improvement in anxiety, dyssomnia, and motor retardation, with the IPT group demonstrating more sustained improvement. At the 8-week endpoint, full recovery from depression was observed in 50% of the IPT group, compared to only 20% in the TAU group. The IPT group also showed significant improvements in coping strategies, with a notable decrease in avoidance behaviors and an increase in problem-solving strategies, also targeting melancholy national phenomenon via training acceptance skills and practicing an active life position to aware the self-responisbility and achieve a of well-being state of emotional balance. The group IPT method was also experimentally combined with the person-oriented (reconstructive) psychotherapy, which has a long and successful history of within the group format, and has enabled shortening of the standard course of person-oriented reconstructive treatment.

Conclusions: IPT method has proven efficacy in treating depressive and stress-related disorders in Russia, by addressing deeper pathogenetic levels of mental and behavioral formations. The Russian Society of Psychiatrists and Russian Psychotherapy Association have recommended its broader implementation in Russian mental health institutions, and has included IPT in the Russian National Guidelines for Psychiatry.

背景:苏联解体带来了经济动荡和各种社会变革,导致自杀率起伏不定,凸显了整个民族的忧郁文化特征。1991 年后俄罗斯的社会政治变革导致抑郁和压力相关疾病的发病率上升,同时也为将包括人际心理疗法(克勒曼-魏斯曼 IPT)在内的外国心理治疗方法纳入精神障碍治疗开辟了道路。这篇叙述性综述探讨了人际心理疗法在俄罗斯的适应性和疗效,尤其是对抑郁和压力相关疾病的疗效:我们收集了与在俄罗斯使用 IPT 相关的主要博士论文。其中一项研究涉及在鄂木斯克康复治疗医院接受治疗的 120 名 23-45 岁患有适应障碍的女性患者。参与者被分为 IPT 组(人数=80)和接受常规治疗(TAU)的对照组(人数=40)。IPT 组接受 12-16 次单独治疗,每次 60 分钟,每周两次。根据具体的人际交往问题(失去亲人、人际冲突、社会角色改变和社会孤立),主要研究组又分为四个亚组:两组患者在焦虑、失眠和运动迟缓方面均有所改善,其中 IPT 组的改善更为持久。在为期 8 周的终点,50% 的 IPT 组患者完全摆脱了抑郁,而 TAU 组仅有 20%。IPT 组在应对策略方面也有明显改善,回避行为明显减少,问题解决策略增加,还通过训练接受技能和练习积极的生活姿态,针对忧郁的民族现象,意识到自我责任感,达到情绪平衡的幸福状态。小组 IPT 方法还与以人为本的(重建)心理疗法进行了实验性结合,后者在小组形式中有着悠久而成功的历史,并缩短了以人为本的重建治疗的标准疗程:在俄罗斯,IPT 方法通过解决心理和行为形成的深层次病因,已被证明在治疗抑郁和压力相关疾病方面具有疗效。俄罗斯精神病学家协会和俄罗斯心理治疗协会建议在俄罗斯的精神卫生机构中更广泛地实施 IPT,并将 IPT 纳入了俄罗斯国家精神病学指南。
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引用次数: 0
Fentanyl: New Wave, New Age, New Addiction? 芬太尼:新浪潮、新时代、新毒瘾?
4区 医学 Q2 Medicine Pub Date : 2024-09-01
Alfredo Juli, Giada Juli, Rebecca Juli, Luigi Juli

This paper aims to take over the rampant phenomenon of the illicit use/abuse for volutary purposes of fentanyl. This synthetic drug is normally used as a potent anaesthetic and analgesic molecule. Unfortunately, in recent decades, this substance has conquered and seduced millions of people in the 'westernised' world, claiming numerous victims, especially young people. To this end, the most recent scientific literature will be examined and the pharmacological effects of both therapeutic and intentional abuse will be considered. Finally, the consequences and psychosocial damage produced will be described.

本文旨在探讨非法使用/滥用芬太尼的猖獗现象。这种合成药物通常被用作强效麻醉剂和镇痛剂分子。不幸的是,近几十年来,这种物质征服并诱惑了 "西方化 "世界的数百万人,造成了无数受害者,尤其是年轻人。为此,我们将研究最新的科学文献,并考虑治疗性滥用和故意滥用的药理作用。最后,还将描述所产生的后果和社会心理伤害。
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引用次数: 0
Rapidly Trading Down Depression's 3 Pillars to 5HT3-Receptors Through ECT or Psilocybin? 通过电痉挛疗法或迷幻剂,将抑郁症的三大支柱迅速转化为 5HT3 受体?
4区 医学 Q2 Medicine Pub Date : 2024-09-01
Gottfried R S Treviranus

Depression astonishingly can be stopped instantly by electrotherapies or through some psychedelics like psilocybin. In explaining this, the traditional approaches to their antidepressant effects via "reset" models and orthosteric serotonin receptors has neglected the only serotonin channel 5HT3, which e.g. has emerged as being helpful for the neurotrophic translation for all anti-depressants and final synaptic effects. Psychedelics here are confronted with a panorama of also anti-depressant 5HT3-channels and a search for their part e.g. in the "3 pillars" reigning depression. Of these M1) mitochondria, parasitic organelles from a fusion between some proto-bacteria and archae, founding eukaryotes, also through 5HT3 in depression determine much of its somatic crises. Two further pillars, "pushback" and "shame-link", are clarified by the parasympathetic (PS-) conspiciously 5HT3-rich "nasal" pterygo-palatine ganglion (PPG): PPG-1.) Intramural "pushbacks" intoxicating brain's tissues, show up on MRI e.g. along branches of the peri-/subcallosal artery. The brain-draining circular chambers, by CIMURAF, are plausibly driven by the PPG (and other PS-ganglia) through their dense nitrergic grid, causing loose wrung areas creating hyperboloid stenoses where they delimit contracted sliding segments PPG-2.) Existential conflicts trigger last-resort attacks, whereby the subduing are stopped into submissive shame. This plausibly occurs via the antidromic "Suzuki-link" from preparatory attack-biting (V3) via the trigeminal ggl. V3-V2-crosstalk onto the PPG, which, blushing via PACAP, maybe via MCs opens the BBB causing foggy confusion. Mushrooms may have acquired psilocybin to similarly stop feeding moves of worms (C. elegans) via the >100 5HT3-like ion channels. While on MOD-1 serotonin elicits "dwelling", collective feeding on just one fungus, psilocin could on promote audacious "roaming" (protecting fungi) - channel LGC-50 learning from this. The biphasic and pervasive H2S, being a dipole, might be flushed by ECT and on the 5HT3-receptors might get worms (and us) to move.

令人惊讶的是,抑郁症可以通过电疗法或某些迷幻药(如迷幻药)瞬间停止。在解释这一点时,通过 "重置 "模型和正交血清素受体来解释其抗抑郁作用的传统方法忽视了唯一的血清素通道5HT3,例如,5HT3被认为有助于所有抗抑郁药物的神经营养转化和最终的突触效应。在这里,迷幻药面对的是同样具有抗抑郁作用的 5HT3 通道的全景,以及寻找它们在统治抑郁症的 "三大支柱 "中的作用。其中M1)线粒体是一些原生细菌和真核生物之间融合产生的寄生细胞器,也是通过5HT3在抑郁症中的作用决定了大部分的躯体危机。副交感神经(PS-)明显富含 5HT3 的 "鼻 "翼腭神经节(PPG)阐明了 "推回 "和 "羞耻链接 "这两大支柱:PPG-1)。在核磁共振成像中,沿胼胝体周围/胼胝体下动脉的分支等部位会出现使大脑组织中毒的壁内 "回流"。通过 CIMURAF,脑排水环形室可能是由 PPG(和其他 PS-神经胶质细胞)通过其密集的硝能网格驱动的,从而导致松散的拧紧区域,在其划定收缩滑动段 PPG-2 的地方形成高椭圆形狭窄(PPG-2)。存在的冲突会引发最后的攻击,从而使屈服者停止屈服,变得羞愧难当。这可能是通过三叉神经 Ggl 从准备性攻击-咬合(V3)的反失神经 "铃木链路 "发生的。V3-V2串联到PPG,PPG通过PACAP脸红,也许通过MCs打开BBB,导致迷糊。蘑菇可能通过 >100 个 5HT3 样离子通道获得了迷幻药,从而同样阻止了蠕虫(C. elegans)的进食动作。在 MOD-1 上,5-羟色胺会引起 "居住",即集体取食一种真菌,而麦角菌素则会促进大胆的 "漫游"(保护真菌)--LGC-50 通道就是从中学习的。双相和无处不在的 H2S 是一种偶极子,可能会被 ECT 冲走,而 5HT3 受体可能会让蠕虫(和我们)移动。
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引用次数: 0
Gut Microbiota and Mood Disorders: How Bottom-Up Techniques Can Improve Mental Health. 肠道微生物群与情绪失调:自下而上的技术如何改善心理健康》(How Bottom-Up Techniques Can Improve Mental Health.
4区 医学 Q2 Medicine Pub Date : 2024-09-01
Alessandro Lepri

The microbiome is dynamic and changes with early development, environmental factors such as diet and antibiotics, and in response to disease. Recently, its role in psychiatric disorders has gained interest. A new class of probiotics, psychobiotics, has emerged as a non-toxic intervention for psychiatric conditions. The relationship between gut microbial metabolism and mental health is gaining attention, with the gut microbiome playing a role in major depressive disorder. Understanding the microbiota offers new therapeutic opportunities for various medical conditions.

微生物组是动态的,会随着早期发育、饮食和抗生素等环境因素以及疾病的发生而变化。最近,微生物组在精神疾病中的作用引起了人们的兴趣。一类新的益生菌--精神生物素--已成为治疗精神疾病的无毒干预措施。肠道微生物代谢与精神健康之间的关系越来越受到关注,肠道微生物组在重度抑郁症中发挥着作用。了解微生物群可为各种疾病提供新的治疗机会。
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引用次数: 0
Epigenetic Contributors to PTSD: a Comprehensive Review. 创伤后应激障碍的表观遗传因素:全面回顾。
4区 医学 Q2 Medicine Pub Date : 2024-09-01
Alexey Sustretov, Alexey Kuznetsov, Daniil Kokorev, Olga Pesneva, Alexander Kolsanov, Timur Syunyakov, Arseny Gayduk

Background: Post-traumatic stress disorder (PTSD) is a complex condition triggered by traumatic events. The molecular mechanisms underlying PTSD are not fully understood, but epigenetic modifications, particularly DNA methylation, may play a key role. The objective of this review was to identify the most significant epigenetic markers associated with PTSD.

Materials and methods: Our search yielded 325 articles, of which 19 met our inclusion criteria for detailed analysis: published between 2018 and 2024, original research, containing molecular-genetic and statistical data, reporting diagnostic verification methods, PTSD as a primary condition, and a sample of at least 40 patients Results: the strongest correlation was found between PTSD and methylation changes in cg17057218, cg22324981, cg04755409 of BDNF, cg05656210, cg12169700, cg20756026 of MAD1L1, HLA-DPA1, HLA-DPB1 (chr6: 33047185 - 33049505) and SPATC1L (chr21: 47604052 - 47605174). The most works on associations of genetic clock with PTSD found significantly increased GrimAge acceleration in patients with PTSD.

Conclusions: Epigenetic modifications, particularly DNA methylation, play a significant role in PTSD pathophysiology. While specific gene methylation changes are associated with PTSD, the link between PTSD and epigenetic aging remains unclear. Variability across studies suggests that trauma type, duration, and genetic factors may influence these epigenetic processes. Further research is essential to fully understand these relationships.

背景:创伤后应激障碍(PTSD创伤后应激障碍(PTSD)是由创伤事件引发的一种复杂病症。创伤后应激障碍的分子机制尚不完全清楚,但表观遗传修饰,尤其是 DNA 甲基化,可能起着关键作用。本综述旨在确定与创伤后应激障碍相关的最重要的表观遗传标记:我们搜索了 325 篇文章,其中 19 篇符合我们的纳入标准,可进行详细分析:发表于 2018 年至 2024 年之间、原创研究、包含分子遗传学和统计数据、报告诊断验证方法、以创伤后应激障碍为主要病症、至少有 40 名患者样本:发现创伤后应激障碍与BDNF的cg17057218、cg22324981、cg04755409,MAD1L1的cg05656210、cg12169700、cg20756026,HLA-DPA1、HLA-DPB1(chr6:33047185 - 33049505)和SPATC1L(chr21:47604052 - 47605174)的甲基化变化相关性最强。关于遗传时钟与创伤后应激障碍相关性的大多数研究发现,创伤后应激障碍患者的 GrimAge 加速明显增加:表观遗传修饰,尤其是 DNA 甲基化,在创伤后应激障碍的病理生理学中起着重要作用。虽然特定的基因甲基化变化与创伤后应激障碍有关,但创伤后应激障碍与表观遗传衰老之间的联系仍不清楚。不同研究之间的差异表明,创伤类型、持续时间和遗传因素可能会影响这些表观遗传过程。进一步的研究对于全面了解这些关系至关重要。
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引用次数: 0
Virtual Reality (VR) Device with Integrated Biofeedback Sensors (ReViSide) to Cope with Emotional Burnout State Among Employees Experiencing Stress at Workplace: Problem Overview and Action Plan. 利用集成生物反馈传感器的虚拟现实(VR)设备(ReViSide)应对工作场所压力员工的情感倦怠状态:问题概述与行动计划。
4区 医学 Q2 Medicine Pub Date : 2024-09-01
Daria Smirnova, Anna Spikina, Daria Mezentseva, Andrei Vlasov, Darya Astafeva, Elena Berkovich, Ludmila Kruk, Svetlana Palevskaya, Svetlana Shport, Roman Akhapkin, Zarifjon Ashurov, Inara Khairedinova, Oleg Skugarevski, Sergey Chaplygin, Alexander Kolsanov, Timur Syunyakov

Introduction: In this study we examine the issue of employee burnout, caused by long-term exposure to workplace stressors, considering its complex phenomenology in the context of contemporary psychological and psychiatric views. Towards the development of innovative technologies to correct burnout in the context of psychosocial rehabilitation, we present our study protocol involving the ReViSide virtual reality (VR) and biofeedback intervention, including monitoring of respiratory rates and EEG rhythms.

Methods: The randomized controlled trial protocol includes adult participants aged 18 to 65 years (n=140) who exhibit emotional burnout in the workplace. The intervention group will undergo a course of VR correction (ReViSide), while the control group receives a standard psychocorrection. The primary endpoint will be level of emotional burnout to the Maslach Burnout Inventory (MBI). We shall also assess anxiety, depression, asthenia and subjective improvement in condition using validated scales (HADS, HARS, HDRS, VAS-A, PGI-C).

Results: We shall test our hypothesis that the VR-correction group will show significant improvements in MBI scores, particularly in emotional exhaustion, depersonalization, and personal accomplishment, compared to the control group. Secondary outcome measures are likewise expected to demonstrate more prominent improvements in the VR group, correlating with the magnitude of burnout reduction to MBI. Analysis of EEG data may reveal changes in alpha rhythm patterns during VR sessions, potentially correlating with reduced distress levels.

Conclusions: We designed this study to test the integration of an interdisciplinary approach for treating burnout, highlighting the ReViSide technology. Confirming the efficacy of this approach for psychosocial rehabilitation targeting burnout states among employees should improve their stress resilience, daily motivation, and work productivity in the context of the modern high working pressure environment and demanding corporate culture.

导言:在本研究中,我们将根据当代心理学和精神病学的观点,研究长期暴露于工作压力下所导致的员工职业倦怠问题,并考虑其复杂的现象。为了开发创新技术,在社会心理康复的背景下矫正职业倦怠,我们介绍了涉及 ReViSide 虚拟现实(VR)和生物反馈干预(包括监测呼吸频率和脑电图节奏)的研究方案:随机对照试验方案包括在工作场所表现出情绪倦怠的 18 至 65 岁成年参与者(n=140)。干预组将接受虚拟现实矫正课程(ReViSide),而对照组则接受标准心理矫正。主要终点是马斯拉赫倦怠量表(MBI)显示的情绪倦怠水平。我们还将使用有效量表(HADS、HARS、HDRS、VAS-A、PGI-C)评估焦虑、抑郁、气喘和主观病情改善情况:我们将验证我们的假设,即与对照组相比,VR 矫正组在 MBI 评分方面,尤其是在情感衰竭、人格解体和个人成就感方面将有显著改善。同样,次要结果测量也有望在 VR 组中显示出更显著的改善,这与倦怠减少到 MBI 的程度相关。对脑电图数据的分析可能会揭示出 VR 体验过程中阿尔法节奏模式的变化,这可能与倦怠程度的降低有关:我们设计这项研究的目的是测试治疗职业倦怠的跨学科整合方法,重点是 ReViSide 技术。在现代高工作压力环境和高要求的企业文化背景下,如果能证实这种针对员工职业倦怠状态的社会心理康复方法的有效性,就能提高他们的抗压能力、日常工作积极性和工作效率。
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引用次数: 0
The Population Typology of Conspiracy Beliefs About Sars-Cov-2 Origin in Russia Based on Predictive Modelling of COMET-G Study Data: Incoherent Attitude Indicator as a Predisposing Factor for Developing Mental Disturbances. 基于COMET-G研究数据预测模型的俄罗斯Sars-Cov-2起源阴谋论信念的人群类型:不连贯态度指标是精神失常的诱发因素。
4区 医学 Q2 Medicine Pub Date : 2024-09-01
Timur Syunyakov, Alexey Pavlichenko, Andrei Vlasov, Mikaella Patsali, Paul Cumming, Xenia Gonda, Florence Thibaut, Giuseppe Tavormina, Avinash DeSousa, Konstantinos N Fountoulakis, Daria Smirnova

Background: We examined the prevalence and spread of conspiracy beliefs about the origins of the COVID-19 pandemic among representatives of the Russian population. Our study aimed to identify belief clusters and develop predictive models to understand the factors that influence conspiracy beliefs, particularly in the context of how they might evolve in response to socio-political events and cause mental disturbances, thus in relation to specific pathways of the infodemic and psychodemic waves that spread among vulnerable population groups.

Methods: Data respondents to the international COMET-G study living in Russia during pandemic period (n=7,777) were analyzed using descriptive statistics, K-means clustering, and various machine learning models, including gradient boosting. We identified distinct populations depending on predominant beliefs about COVID-19 pandemic origins, and applied game theory (Shapely additive explanations) to determine the most influential variables in predicting cluster membership.

Results: Four distinct belief clusters emerged, which we designate as Naturalists, Conspiracists, COVID-Sceptics, and the Incoherent Attitude groups. The Incoherent Attitude cluster constituted 20.8% of the sample, and was particularly associated with mental health signs such as sleep disturbances and the use of psychotropic medications. Internet use and mental health-related factors, as well as the respondents' education level, were key predictors of mental disturbances with mediating effects of the conspiracy views across all clusters. Conspiracy beliefs about COVID-19 origin were highly fluid/variable, often being shaped by external sociopolitical factors rather than objective health data.

Conclusions: The cluster with Incoherent Attitude regarding COVID-pandemic origins, which had an association with psychoticism, showed a greater predisposition for mental health problems, than did the Conspiracist, Naturalist and Sceptic clusters. We suppose that underlying psychoticism bears a relation to their sleep problems and resorting to use of psychotropic medications. These results emphasizes the global health need for implementing target-focused and selective strategies that address public misinformation and promote the adoption of critical thinking skills to mitigate the impact of conspiracy theories, considering the factors of education level and pre-existing mental disorders.

背景:我们研究了有关 COVID-19 大流行病起源的阴谋论信念在俄罗斯人口代表中的流行和传播情况。我们的研究旨在确定信念集群并开发预测模型,以了解影响阴谋论信念的因素,特别是这些信念如何在社会政治事件中演变并导致精神障碍,从而与在弱势群体中传播的信息流行病和精神流行病浪潮的特定路径有关:我们使用描述性统计、K-均值聚类和各种机器学习模型(包括梯度提升)分析了大流行期间居住在俄罗斯的 COMET-G 国际研究的受访者数据(n=7,777)。我们根据人们对 COVID-19 大流行起源的主要看法确定了不同的人群,并应用博弈论(形加解释)确定了对预测群组成员资格最有影响的变量:结果:出现了四个不同的信念群,我们将其分别命名为自然派、阴谋派、COVID 怀疑论者和态度不一致群。不一致态度组占样本的 20.8%,尤其与睡眠障碍和使用精神药物等精神健康症状有关。互联网使用和精神健康相关因素以及受访者的教育水平是预测精神障碍的关键因素,而阴谋论观点在所有群组中都具有中介作用。关于 COVID-19 起源的阴谋论观点具有高度不稳定性/可变性,通常受外部社会政治因素而非客观健康数据的影响:结论:对 COVID-19-流行病起源持不一致态度的群组与精神错乱有关联,与阴谋论者、自然论者和怀疑论者群组相比,更容易出现精神健康问题。我们认为,潜在的精神病与他们的睡眠问题和使用精神药物有关。这些结果表明,考虑到教育水平和原有精神障碍的因素,全球健康领域需要实施有针对性和选择性的策略,以解决公众误导问题,并促进批判性思维技能的采用,从而减轻阴谋论的影响。
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Psychiatria Danubina
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