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Affective motivations for substance misuse differentially relate to consideration of multiple costs during effortful decision making. 滥用药物的情感动机与努力决策过程中对多重成本的考虑有着不同的关系。
IF 3.1 Q2 PSYCHIATRY Pub Date : 2024-10-01 Epub Date: 2024-08-05 DOI: 10.1037/abn0000931
Sonia G Ruiz, Ifat Levy, Arielle Baskin-Sommers

Heightened sensitivity to costs during decision making consistently has been related to substance use. However, no work in this area has manipulated cost information to examine how people evaluate and compare multiple costs. Furthermore, limited work has examined how affective motivations for substance use modulate the evaluation of cost information. We administered a loss-frame variant of the Effort Expenditure for Rewards Task in a diverse community sample (N = 126). Individuals who use substances to avoid negative affect allocated comparable effort across varying likelihoods of loss and computational modeling parameters indicated that they did not systematically consider cost information, which ultimately led these individuals to exert effort when it was disadvantageous to do so. Individuals who use substances to enhance positive affect allocated effort when loss magnitudes were small, suggesting that they effectively compared costs and worked to minimize those costs. Motivations for substance use differentially relate to the comparison of costly information, ultimately influencing effective decision making. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

决策过程中对成本的高度敏感性一直与药物使用有关。然而,这方面的研究还没有对成本信息进行处理,以研究人们如何评估和比较多重成本。此外,研究药物使用的情感动机如何调节成本信息评估的工作也很有限。我们在一个多样化的社区样本(N = 126)中施用了 "为获得奖励而付出努力 "任务的 "损失框架 "变体。为避免负面情绪而使用药物的人在不同的损失可能性下付出的努力相当,而计算模型参数表明,他们并没有系统地考虑成本信息,这最终导致这些人在不利的情况下付出努力。使用药物来增强积极情绪的个体会在损失幅度较小时分配精力,这表明他们有效地比较了成本,并努力将这些成本降到最低。使用药物的动机与成本信息的比较有不同的关系,最终会影响有效的决策。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Beyond a dichotomous operationalization of suicide attempts. 超越自杀未遂的二分法操作。
IF 3.1 Q2 PSYCHIATRY Pub Date : 2024-10-01 Epub Date: 2024-06-20 DOI: 10.1037/abn0000927
Ian H Stanley, Brian P Marx

Suicide attempts (SAs) are commonly assessed by asking patients and study participants face-valid questions about whether an individual has engaged in any self-injurious behavior with the intent to die within a given timeframe. Unfortunately, for most clinical and scientific endeavors, only information about the presence vs. absence of a SA is documented and analyzed. In this Viewpoint, we discuss how such a dichotomous operationalization of SAs obscures important heterogeneity among those who have attempted suicide. There are several facets of SAs, beyond the simple presence vs. absence, that are important to consider because they have implications regarding acute and long-term clinical outcomes. These facets include the level of intent to die, the means used and associated risk for death, the actual medical consequences of the attempt, and the chronicity of the behavior. We discuss how considering these SA facets-in theory testing and refinement, the design, analysis, and interpretation of research findings, and clinical practice-will improve the impact of scientific findings. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

本文讨论了自杀未遂的二分法操作方法。每年,全世界都有数百万人试图自杀(SA)。由于自杀未遂的重要性不言而喻,临床医生和研究人员通常会通过询问一个人在特定时间段内是否有过以死亡为目的的自残行为来评估其自杀未遂史。回答选项通常是二分法(是/否),因此,如果一个人报告其行为与死亡意向非零相关,或者如果有其他暗示死亡意向的指标,则该人将被视为企图自杀。无论采用哪种确定方法,人们普遍认为患者和研究参与者要么有自杀史,要么没有。我们的目的并不是要表明,与不太严重的自杀行为相比,更严重的自杀行为--无论是从死亡意图的程度、使用的手段、实际的医疗后果还是慢性标准来看--更值得临床和科学界关注。相反,我们的目的是让更多的人意识到,在理论测试和完善、研究结果的设计、分析和解释以及临床实践中,应将可猝死行为视为在死亡意图、使用手段、实际医疗后果和慢性程度方面各不相同的多维行为。通过这样做,科学发现的临床影响将更容易辨别。(PsycInfo Database Record (c) 2024 APA, all rights reserved)。
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引用次数: 0
The P300 and hierarchical dimensions of psychopathology. P300 和精神病理学的分层维度。
IF 3.1 Q2 PSYCHIATRY Pub Date : 2024-09-30 DOI: 10.1037/abn0000955
Jadyn Trayvick, Elise M Adams, Brady D Nelson

The Hierarchical Taxonomy of Psychopathology (HiTOP) framework offers the potential to better understand how neurobiological mechanisms relate to psychopathology. The P300 is an event-related potential component that indexes attention, stimulus evaluation, and categorization. A blunted P300 has been associated with psychiatric disorders across externalizing, internalizing, and thought disorder domains. However, there has been little research investigating whether the P300 is related to higher-order dimensions of psychopathology. In a sample of 225 adults aged 18-35 years (Mage = 23.09, SD = 3.83, 82.2% female) who were oversampled for psychopathology, the present study examined the associations between the P300 and both psychopathology spectra and a general factor. Participants completed multiple experimental tasks, while electroencephalography was recorded to measure the P300 elicited by auditory, tactile, and visual stimuli. Participants also completed the self-report Comprehensive Assessment of Traits Relevant to Personality Disorder to assess pathological personality dimensions. We used structural equation modeling to examine the relationship between a latent P300 factor and both psychopathology spectra (negative emotionality, detachment, psychoticism, disinhibition, and antagonism) and a general factor. The results indicated that the P300 was inversely related to the general factor. Further analyses revealed no relationships between the P300 and any individual spectrum when accounting for the general factor. Overall, the present study indicates that the P300 is associated with the general factor of psychopathology, which might explain its association with multiple categorical disorders. The study also demonstrates the potential importance of neuroscience-informed dimensional systems to understand clinical phenomena. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

精神病理学层次分类法(HiTOP)框架为更好地理解神经生物学机制与精神病理学的关系提供了可能。P300 是一种与事件相关的电位成分,能反映注意力、刺激评估和分类。在外化、内化和思维障碍等领域,P300 的减弱都与精神障碍有关。然而,很少有研究调查 P300 是否与精神病理学的高阶维度有关。本研究以225名年龄在18-35岁之间的成年人(年龄=23.09,SD=3.83,82.2%为女性)为样本,对他们的精神病理学进行了超抽样调查,研究了P300与精神病理学频谱和一般因子之间的关联。受试者完成了多项实验任务,同时脑电图被记录下来,以测量由听觉、触觉和视觉刺激引起的 P300。参与者还完成了自我报告的 "人格障碍相关特质综合评估",以评估病态人格维度。我们使用结构方程模型研究了潜在 P300 因子与精神病理学频谱(消极情绪、疏离、精神病性、抑制和对抗)和一般因子之间的关系。结果表明,P300 与一般因子成反比。进一步的分析表明,在考虑一般因素的情况下,P300 与任何个体谱系之间都没有关系。总体而言,本研究表明 P300 与精神病理学的一般因子相关,这可能解释了 P300 与多种分类障碍的关系。本研究还证明了神经科学维度系统对理解临床现象的潜在重要性。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Capturing the experience of borderline personality disorder symptoms in the daily lives of women with eating disorders. 从患有饮食失调症的女性的日常生活中捕捉边缘型人格障碍症状的体验。
IF 3.1 Q2 PSYCHIATRY Pub Date : 2024-09-23 DOI: 10.1037/abn0000953
Alexia E Miller, Ege Bicaker, Vittoria Trolio, Carl F Falk, Chloe White, Lisa Y Zhu, Sarah E Racine

Borderline personality disorder (BPD) is highly comorbid with eating disorders (EDs), and comorbid ED-BPD is associated with a worse clinical presentation and treatment outcomes. Understanding how BPD symptoms manifest in the daily lives of those with EDs and predict momentary ED symptoms has important treatment implications. This study: (a) compared the nine BPD symptoms, assessed across 14 days, in individuals with comorbid ED-BPD, only an ED, and no ED; and (b) examined average and momentary relationships between BPD symptoms and specific ED symptoms (i.e., binge eating, purging, restriction, and maladaptive exercise) in women with EDs. Individuals with comorbid ED-BPD (n = 60), only an ED (n = 114), and controls (n = 47) completed 14 days of ecological momentary assessment. All BPD symptoms except affective instability were more common in individuals with comorbid ED-BPD than those with only an ED. Affective instability and paranoia/dissociation had the largest effect sizes, indicating the greatest differences across groups. Individuals with more frequent abandonment avoidance, anger, identity disturbance, paranoia/dissociation, and self-harm over the 14 days engaged in more frequent binge eating, while those with greater emptiness engaged in more frequent restriction and maladaptive exercise. Momentary affective instability predicted an increased likelihood of binge eating, while momentary interpersonal difficulties predicted a decreased likelihood of binge eating, at the next prompt. This study highlights the importance of considering BPD symptoms in the treatment of individuals with EDs to improve their clinical outcomes and quality of life. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

边缘型人格障碍(BPD)与进食障碍(ED)高度合并,合并 ED-BPD 的患者临床表现和治疗效果更差。了解 BPD 症状如何在进食障碍患者的日常生活中表现出来,以及如何预测一时的进食障碍症状,对治疗具有重要意义。本研究:(a) 比较了合并 ED-BPD、仅有 ED 和无 ED 患者在 14 天内评估的九种 BPD 症状;(b) 研究了 ED 女性患者的 BPD 症状与特定 ED 症状(即暴食、清除、限制和适应不良运动)之间的平均关系和瞬间关系。合并有 ED-BPD 的个体(n = 60)、仅有 ED 的个体(n = 114)和对照组(n = 47)完成了 14 天的生态瞬间评估。除情感不稳定外,所有 BPD 症状在合并 ED-BPD 的患者中都比仅有 ED 的患者更常见。情感不稳定性和偏执/离群具有最大的效应大小,表明各组之间的差异最大。在 14 天内更频繁地出现逃避被遗弃、愤怒、身份障碍、偏执/解离和自残行为的人更频繁地暴饮暴食,而更空虚的人则更频繁地限制饮食和进行适应不良的运动。瞬间情绪不稳定预示着暴食的可能性增加,而瞬间人际关系困难则预示着下次提示时暴食的可能性降低。这项研究强调了在治疗 ED 患者时考虑 BPD 症状以改善其临床疗效和生活质量的重要性。(PsycInfo Database Record (c) 2024 APA,版权所有)。
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引用次数: 0
Functional connectivity subtypes during a positive mood induction: Predicting clinical response in a randomized controlled trial of ketamine for treatment-resistant depression. 积极情绪诱导过程中的功能连接亚型:预测氯胺酮治疗难治性抑郁症随机对照试验的临床反应。
IF 3.1 Q2 PSYCHIATRY Pub Date : 2024-09-23 DOI: 10.1037/abn0000951
Shabnam Hossein, Mary L Woody, Benjamin Panny, Crystal Spotts, Meredith L Wallace, Sanjay J Mathew, Robert H Howland, Rebecca B Price

Ketamine has shown promise in rapidly improving symptoms of depression and most notably treatment-resistant depression (TRD). However, given the heterogeneity of TRD, biobehavioral markers of treatment response are necessary for the personalized prescription of intravenous ketamine. Heterogeneity in depression can be manifested in discrete patterns of functional connectivity (FC) in default mode, ventral affective, and cognitive control networks. This study employed a data-driven approach to parse FC during positive mood processing to characterize subgroups of patients with TRD prior to infusion and determine whether these connectivity-based subgroups could predict subsequent antidepressant response to ketamine compared to saline infusion. 152 adult patients with TRD completed a baseline assessment of FC during positive mood processing and were randomly assigned to either ketamine or saline infusion. The assessment utilized Subgroup-Group Iterative Multiple Model Estimation to recover directed connectivity maps and applied Walktrap algorithm to determine data-driven subgroups. Depression severity was assessed pre- and 24-hr postinfusion. Two connectivity-based subgroups were identified: Subgroup A (n = 110) and Subgroup B (n = 42). We observed that treatment response was moderated by an infusion type by subgroup interaction (p = .040). For patients receiving ketamine, subgroup did not predict treatment response (β = -.326, p = .499). However, subgroup predicted response for saline patients. Subgroup B individuals, relative to A, were more likely to be saline responders at 24-hr postinfusion (β = -2.146, p = .007). Thus, while ketamine improved depressive symptoms uniformly across both subgroups, this heterogeneity was a predictor of placebo response. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

氯胺酮有望迅速改善抑郁症状,尤其是耐药性抑郁症(TRD)。然而,鉴于TRD的异质性,治疗反应的生物行为标志物对于静脉注射氯胺酮的个性化处方是必要的。抑郁症的异质性可表现为默认模式、腹侧情感和认知控制网络中功能连接(FC)的离散模式。本研究采用了一种数据驱动的方法来解析积极情绪处理过程中的FC,从而在输注氯胺酮前确定TRD患者的亚组特征,并确定这些基于连接的亚组是否能预测氯胺酮与生理盐水输注相比的后续抗抑郁反应。152名成年TRD患者在积极情绪处理过程中完成了FC基线评估,并随机分配到氯胺酮或生理盐水输注。评估采用分组-分组迭代多重模型估计法恢复定向连接图,并应用Walktrap算法确定数据驱动的分组。抑郁严重程度在输液前和输液后 24 小时内进行评估。确定了两个基于连通性的亚组:子组 A(n = 110)和子组 B(n = 42)。我们观察到,治疗反应受输注类型与亚组交互作用的调节(p = .040)。对于接受氯胺酮治疗的患者,亚组并不能预测治疗反应(β = -.326,p = .499)。然而,亚组对生理盐水患者的反应有预测作用。相对于 A 组,B 组患者在输液后 24 小时更有可能对生理盐水产生反应(β = -2.146,p = .007)。因此,虽然氯胺酮对两个亚组的抑郁症状均有改善,但这种异质性是安慰剂反应的一个预测因素。(PsycInfo Database Record (c) 2024 APA,版权所有)。
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引用次数: 0
Antecedents, reasons for, and consequences of suicide attempts: Results from a qualitative study of 89 suicide attempts among army soldiers. 自杀未遂的前因、原因和后果:对 89 名陆军士兵自杀未遂事件的定性研究结果。
IF 3.1 Q2 PSYCHIATRY Pub Date : 2024-09-19 DOI: 10.1037/abn0000935
Matthew K Nock, Adam C Jaroszewski, Charlene A Deming, Catherine R Glenn, Alexander J Millner, Mark Knepley, James A Naifeh, Murray B Stein, Ronald C Kessler, Robert J Ursano

Most studies aimed at understanding suicidal behavior have focused on quantifying the associations between putative risk factors and suicidal behavior in comparative studies of cases and controls. The current study, in comparison, exclusively focused on cases-89 Army soldiers presenting for hospital care following a suicide attempt-and attempted to reveal the antecedents of, reasons for, and consequences of suicide attempts. This mixed-methods study using qualitative interviews and self-report surveys/interviews revealed that in most cases, the most recent onset of suicidal thoughts began shortly before the suicide attempt and were not disclosed to others, limiting opportunities for intervention via traditional approaches. The primary reason given for attempting suicide was to escape from psychologically aversive conditions after concluding that no other effective strategies or options were available. Participants reported both negative (e.g., self-view, guilt) and positive (e.g., learning new skills, receiving support) consequences of their suicide attempt-and described things they believe would have prevented them from making the attempt. These findings provide new insights into the motivational and contextual factors for suicidal behavior and highlight several novel directions for prevention and intervention efforts. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

大多数旨在了解自杀行为的研究都侧重于在病例和对照的比较研究中量化假定风险因素与自杀行为之间的关联。相比之下,本研究只关注病例--89 名自杀未遂后到医院接受治疗的陆军士兵,并试图揭示自杀未遂的前因、原因和后果。这项采用定性访谈和自我报告调查/访谈的混合方法研究显示,在大多数情况下,最近一次出现自杀念头是在自杀未遂前不久,而且并未向他人透露,这限制了通过传统方法进行干预的机会。自杀未遂的主要原因是在断定没有其他有效策略或选择后,为了逃避心理厌恶的环境。参与者报告了自杀未遂的消极后果(如自我看法、负罪感)和积极后果(如学习新技能、获得支持),并描述了他们认为可以阻止他们自杀的事情。这些发现为自杀行为的动机和背景因素提供了新的视角,并为预防和干预工作指明了几个新的方向。(PsycInfo Database Record (c) 2024 APA,保留所有权利)。
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引用次数: 0
Investigating differential item functioning among borderline personality disorder diagnostic criteria and internalizing/externalizing domains based on sexual orientation. 调查基于性取向的边缘型人格障碍诊断标准和内化/外化领域的不同项目功能。
Q2 PSYCHIATRY Pub Date : 2024-09-12 DOI: 10.1037/abn0000941
Shayan Asadi,Takakuni Suzuki,Craig Rodriguez-Seijas
Borderline personality disorder (BPD) is more frequently diagnosed among sexual minority (SM) populations. SM populations also report higher levels of internalizing and externalizing psychopathology, two core domains of clinical problems that are highly comorbid with BPD. Contextual factors (e.g., group-specific norms) might affect endorsement of BPD items for reasons other than an underlying liability to experience BPD or internalizing and externalizing psychopathology. Therefore, BPD items may be "easier" to endorse (i.e., be associated with lower indicator thresholds) for SM populations relative to non-SM populations. We tested this hypothesis in a large, nationally representative sample of the U.S. population (N = 35,723, SM n = 1,150) using an item response theory approach. Several BPD indicators demonstrated differential item functioning of indicator thresholds, though these results varied based on impairment and sex. Endorsement of impulsive sex and chronic suicidality were consistently associated with lower indicator thresholds among SM groups; lower BPD, internalizing and externalizing factor levels were necessary for item endorsement for SM individuals. Chronic suicidality and impulsivity criteria may conflate BPD-related variance with SM-specific factors, such as potentially nonpathological SM group norms and minority stress processes. Implications for equitable diagnosis and future research on the BPD syndrome in SM populations are discussed. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
边缘型人格障碍(BPD)在性少数群体(SM)中的诊断率更高。性少数群体还报告了更高水平的内化和外化精神病理学,这是临床问题的两个核心领域,与 BPD 高度合并。情境因素(如特定群体的规范)可能会影响对 BPD 项目的认可,其原因可能不在于 BPD 或内化和外化精神病理学的潜在责任。因此,相对于非SM人群,SM人群可能 "更容易 "认可BPD项目(即与较低的指标阈值相关)。我们使用项目反应理论方法,在一个具有全国代表性的大型美国人口样本(N = 35,723, SM n = 1,150)中测试了这一假设。一些 BPD 指标显示了指标阈值的不同项目功能,尽管这些结果因损伤和性别而异。在 SM 群体中,性冲动和慢性自杀的认可一直与较低的指标阈值相关;较低的 BPD、内化和外化因子水平是 SM 个人认可项目的必要条件。慢性自杀倾向和冲动性标准可能会混淆BPD相关变异与SM特异性因素,如潜在的非病理性SM群体规范和少数群体压力过程。本文讨论了公平诊断的意义以及未来对 SM 群体中 BPD 综合征的研究。(PsycInfo Database Record (c) 2024 APA,保留所有权利)。
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引用次数: 0
Social media and youth mental health: Simple narratives produce biased interpretations. 社交媒体与青少年心理健康:简单的叙述会产生偏颇的解释。
Q2 PSYCHIATRY Pub Date : 2024-09-09 DOI: 10.1037/abn0000950
Craig J R Sewall,Douglas A Parry
Many academics and pundits contend that social media use is the primary cause of an international youth mental health crisis. However, these claims often rely on correlational evidence, ignoring the confounding effects of developmental, environmental, social, and psychological factors that influence mental health. This oversimplifies the complex etiology of mental health problems. We call for a more nuanced understanding of the role of social media in youth mental health that avoids oversimplification. Additionally, we urge researchers to move beyond vague, narrative-driven verbal theories and encode them into precise, testable causal models. Using simulation techniques and specification curve analyses, we show how misspecified models that ignore these confounding factors can lead to biased conclusions about social media's adverse effects. This simplistic focus on social media use diverts attention from the broader factors contributing to youth mental health problems, hindering the development of effective interventions and support. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
许多学者和专家认为,社交媒体的使用是造成国际青少年心理健康危机的主要原因。然而,这些说法往往依赖于相关证据,忽视了影响心理健康的发展、环境、社会和心理因素的混杂效应。这过于简化了心理健康问题的复杂病因。我们呼吁对社交媒体在青少年心理健康中的作用有更细致的了解,避免过度简化。此外,我们敦促研究人员超越模糊的、以叙述为导向的口头理论,将其编码为精确的、可检验的因果模型。利用模拟技术和规范曲线分析,我们展示了忽略这些混杂因素的错误规范模型是如何导致对社交媒体不良影响得出有偏差的结论的。这种对社交媒体使用的简单化关注转移了人们对导致青少年心理健康问题的更广泛因素的关注,从而阻碍了有效干预和支持的发展。(PsycInfo Database Record (c) 2024 APA,保留所有权利)。
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引用次数: 0
Putting the "experience" back in experience sampling: A phenomenological approach. 把 "经验 "放回经验取样中:现象学方法。
IF 3.1 Q2 PSYCHIATRY Pub Date : 2024-08-29 DOI: 10.1037/abn0000928
Gil Grunfeld, Laura F Bringmann, Daniel Fulford

This article discusses the concept of "experience" in experience sampling. A central challenge of clinical science is understanding psychopathological constructs and their manifestations. In conventional definitions and measures of psychopathology, subjective experience of mental disorder is often lost. The authors argue for an integration of phenomenology-or prioritization of subjectivity-in psychopathological construct definition and measurement, particularly through experience sampling methods (ESMs). ESMs capture idiographic, contextual, and longitudinal elements of lived experience that can expand our current conceptualizations and classifications of psychopathology. The authors propose three novel applications and extensions: (a) leveraging ESM for subjective construct definition (i.e., phenomena detection), (b) mixed-methods approaches, like cognitive interviewing, to improve the validity of ESM measures and (c) incorporation of novel ESM approaches (e.g., audiovisual data capturing) to expand understanding of subjective, daily experience of psychopathology. Merging phenomenological tradition with ESM serves to expand our understanding of psychopathology and bring "experience" back into experience sampling. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

本文讨论经验取样中的 "经验 "概念。临床科学的一个核心挑战是理解精神病理学结构及其表现。在传统的精神病理学定义和测量方法中,精神障碍的主观体验往往被忽略。作者主张将现象学或主观性优先纳入精神病理学的定义和测量中,特别是通过经验取样方法(ESMs)。经验取样法可以捕捉生活经验中的特异性、情境性和纵向性因素,从而扩展我们目前对精神病理学的概念化和分类。作者提出了三种新的应用和扩展方法:(a) 利用 ESM 进行主观建构定义(即现象检测);(b) 采用混合方法(如认知访谈)提高 ESM 测量的有效性;(c) 采用新颖的 ESM 方法(如视听数据捕捉)扩展对心理病理学主观日常体验的理解。将现象学传统与 ESM 相结合,有助于拓展我们对精神病理学的理解,并将 "体验 "重新带入体验取样中。(PsycInfo Database Record (c) 2024 APA,保留所有权利)。
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引用次数: 0
Uncovering the most robust predictors of problematic pornography use: A large-scale machine learning study across 16 countries. 发现使用问题色情制品的最可靠预测因素:一项横跨 16 个国家的大规模机器学习研究。
IF 3.1 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-06-17 DOI: 10.1037/abn0000913
Beáta Bőthe, Marie-Pier Vaillancourt-Morel, Sophie Bergeron, Zsombor Hermann, Krisztián Ivaskevics, Shane W Kraus, Joshua B Grubbs

Problematic pornography use (PPU) is the most common manifestation of the newly introduced compulsive sexual behavior disorder diagnosis in the 11th revision of the International Classification of Diseases. Research related to PPU has proliferated in the past two decades, but most prior studies were characterized by several shortcomings (e.g., using homogenous, small samples), resulting in crucial knowledge gaps and a limited understanding concerning empirically based risk factors for PPU. This study aimed to identify the most robust risk factors for PPU using a preregistered study design. Independent laboratories' 74 preexisting self-report data sets (Nparticipants = 112,397; Ncountries = 16) were combined to identify which factors can best predict PPU using an artificial intelligence-based method (i.e., machine learning). We conducted random forest models on each data set to examine how different sociodemographic, psychological, and other characteristics predict PPU, and combined the results of all data sets using random-effects meta-analysis with meta-analytic moderators (e.g., community vs. treatment-seeking samples). Predictors explained 45.84% of the variance in PPU scores. Out of the 700+ potential predictors, 17 variables emerged as significant predictors across data sets, with the top five being (a) pornography use frequency, (b) emotional avoidance pornography use motivation, (c) stress reduction pornography use motivation, (d) moral incongruence toward pornography use, and (e) sexual shame. This study is the largest and most integrative data analytic effort in the field to date. Findings contribute to a better understanding of PPU's etiology and may provide deeper insights for developing more efficient, cost-effective, empirically based directions for future research as well as prevention and intervention programs targeting PPU. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

问题性色情使用(PPU)是《国际疾病分类》第 11 次修订版中新引入的强迫性性行为障碍诊断中最常见的表现形式。在过去的二十年中,与 PPU 相关的研究如雨后春笋般涌现,但之前的大多数研究都存在一些缺陷(如使用同质、小样本),导致知识缺口严重,人们对基于经验的 PPU 风险因素的了解也十分有限。本研究旨在通过预先登记的研究设计来确定 PPU 最可靠的风险因素。我们将独立实验室的 74 个预先存在的自我报告数据集(Nparticipants = 112,397; Ncountries = 16)合并在一起,利用基于人工智能的方法(即机器学习)确定哪些因素最能预测 PPU。我们在每个数据集上建立了随机森林模型,以研究不同的社会人口、心理和其他特征如何预测 PPU,并使用随机效应荟萃分析和荟萃分析调节器(如社区样本与寻求治疗样本)将所有数据集的结果合并在一起。预测因子解释了 45.84% 的 PPU 分数差异。在 700 多个潜在的预测因子中,有 17 个变量在不同的数据集中成为显著的预测因子,其中排名前五的变量分别是:(a)色情制品使用频率;(b)情绪回避色情制品使用动机;(c)压力减轻色情制品使用动机;(d)对色情制品使用的道德不协调;以及(e)性羞耻感。这项研究是迄今为止该领域规模最大、最具综合性的数据分析工作。研究结果有助于人们更好地了解 PPU 的病因,并为制定更有效、更具成本效益、基于经验的未来研究方向以及针对 PPU 的预防和干预计划提供更深入的见解。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
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