binge eating

暴饮暴食
  • 文章类型: Journal Article
    尽管研究表明,黑人妇女在获得暴饮暴食症(BED)治疗方面存在种族差异,关于黑人女性暴饮暴食行为的心理社会相关经历知之甚少。暴饮暴食症的特征是在短时间内反复食用大量食物,伴随着对饮食的失去控制感和对饮食行为的困扰。过去的研究表明,种族和性别相关的压力源与黑人年轻成年女性的情绪饮食呈正相关,他们可能会参与解决问题的应对策略,如身份转变(有意识和无意识的思想改变,行为,透视,和外观)来管理这些压力源。考虑到文学,本研究旨在研究身份转变在年轻成年黑人女性中性别种族主义和暴饮暴食症状之间的关系中的中介作用。为了测试这个断言,我们对239名黑人女性进行了一项在线调查(Mage=27.32)。结果表明,性别种族主义可显着预测身份转移和暴饮暴食,而身份转移可显着预测暴饮暴食。此外,性别种族主义和暴饮暴食症状之间的关联占34.5%。这些发现强调了在考虑减少心理健康问题的方法时探索歧视和应对策略的经验的重要性。比如暴饮暴食症状,在年轻的成年黑人女性中。
    Although research has illustrated that racial disparities in access to treatment for binge-eating disorder (BED) among Black women exist, little is known about the psychosocial related experiences of binge eating behaviors among Black women. Binge eating disorder is characterized by the recurrent consumption of large amounts of food within a brief period, accompanied by a loss of sense of control over the eating and distress over the eating behaviors. Past research has shown that race and gender related stressors are positively associated with emotional eating among Black young adult women and that they may engage in problem-solving coping strategies like identity shifting (conscious and unconscious alterations of thoughts, behaviors, perspective, and appearances) to manage these stressors. Considering the literature, the present study was developed to examine the mediating role of identity shifting in the relationship between gendered racism and binge eating symptoms among young adult Black women. To test this assertion, we administered an online survey to 239 Black women (Mage = 27.32). The results indicated that gender racism significantly predicted both identity shifting and binge eating and identity shifting significantly predicted binge eating. Additionally, identity shifting accounted for 34.5 % of the associations between gendered racism and binge eating symptoms. These findings highlight the importance of exploring experiences of discrimination and coping strategies when considering ways to reduce mental health concerns, such as binge eating symptoms, among young adult Black women.
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  • 文章类型: Journal Article
    暴饮暴食症(BED)是最普遍的饮食失调形式,经常与肥胖有关。这两种情况以及共享暴饮暴食的行为特征都可能导致严重的疾病负担和过早死亡。关于药物治疗的具体证据有限,由于lisdexamfetamine仅在某些国家被批准,在治疗BED时,迫切需要新药为医生提供有效的处方选择。尽管暴饮暴食的精神病理学特征具有独特的机制,包括冲动,强迫性,和情绪反应,抗肥胖药物可能是BED患者体重管理和症状减轻的一种选择.因此,本综述的目的是提供有关抗肥胖药物对BED疗效的现有证据的摘要。在全面搜索PubMed和Cochrane图书馆的相关研究后,以及ClinicalTrials.gov中未发表的结果,我们纳入了14项临床试验.尽管样本量有限,方法也有差异,现有研究的证据表明,大多数抗肥胖药物,即苯丁胺/托吡酯,纳曲酮/安非他酮,利拉鲁肽和司马鲁肽,虽然不是奥利司他,可能会在不同程度上改善体重,严重程度和暴饮暴食发作的频率。正在进行的临床试验的结果可能会进一步了解抗肥胖药物在治疗BED中的可能作用。由于这些药物可能会被滥用,从而增强饮食限制和病理性体重减轻,促进负责任的处方做法至关重要。
    Binge eating disorder (BED) is the most prevalent form of disordered eating, frequently associated with obesity. Both these conditions along with sharing overeating behaviour features can lead to substantial burden of disease and premature mortality. With limited specific evidence available on pharmacotherapy, since lisdexamfetamine is approved only in some countries, new drugs are urgently needed to provide physicians with efficacious prescribing choices when treating BED. Although unique mechanisms underlie psychopathological features of binge eating, including impulsivity, compulsivity, and emotional reactivity, anti-obesity drugs might represent an option for both weight management and symptom reduction in people with BED. The aim of this review is thus to provide a summary of available evidence on the efficacy of anti-obesity drugs for BED. After comprehensively searching for relevant studies in PubMed and the Cochrane Library, as well as for unpublished results in ClinicalTrials.gov, we included 14 clinical trials. Despite the limited sample size and the methodological variability, evidence from available studies suggests that most anti-obesity drugs, namely phentermine/topiramate, naltrexone/bupropion, liraglutide and semaglutide, though not orlistat, might variously achieve improvements for both body weight and severity and frequency of binge episodes. Findings from ongoing clinical trials are likely to provide further insight into the possible role of anti-obesity drugs for treating BED. Since these agents can hold the potential to be misused potentiating dietary restriction and pathological weight loss, it is crucial to promote responsible prescribing practices.
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  • 文章类型: Journal Article
    有问题的饮食行为在肥胖个体中很普遍,并且随着时间的推移与体重增加有关。此外,有证据表明,在肥胖患者的一部分中,负面情绪的增加是常见的,负面情绪通常先于有问题的饮食行为。因此,一些理论强调了情绪失调是这种关系的潜在解释机制。然而,到目前为止,目前还没有全面的综述汇总肥胖患者情绪失调的具体方式.本综述利用Gratz和Roemer(2004)的情绪调节和失调的多维概念化作为框架,总结了肥胖中情绪失调的现有文献。具体来说,这篇综述考察了与以下相关的研究:(1)情绪的意识和清晰度;(2)接受,和体验的意愿,情绪;(3)在苦恼时保持目标导向和抑制冲动行为的能力;(4)获得情绪调节策略。总的来说,本综述的研究结果表明,肥胖患者在情绪清晰度方面表现出缺陷,并在体验情绪时难以抑制冲动行为和保持目标。回顾了文献的优缺点。并根据这些发现讨论了未来的研究方向和临床意义。
    Problematic eating behaviours are prevalent in individuals living with obesity and have been linked to weight gain over time. Furthermore, there is evidence that heightened negative emotionality is common in a subset of individuals living with obesity and that negative emotions often precede problematic eating behaviours. Consequently, several theories have highlighted emotion dysregulation as a potential explanatory mechanism of this relationship. However, to date, no comprehensive review has compiled the specific ways in which individuals living with obesity exhibit emotion dysregulation. The present review utilizes Gratz and Roemer\'s (2004) multidimensional conceptualization of emotion regulation and dysregulation as a framework to summarize the extant literature on emotion dysregulation in obesity. Specifically, this review examines research related to: (1) awareness and clarity of emotions; (2) acceptance of, and willingness to experience, emotion; (3) the ability to remain goal directed and inhibit impulsive behaviour when distressed; and (4) access to emotion regulation strategies. Overall, findings from the present review demonstrate that individuals living with obesity exhibit deficits in emotion clarity, and experience difficulty inhibiting impulsive behaviour and remaining goal directed when experiencing emotion. Strengths and limitations of the literature are reviewed, and future research directions and clinical implications are discussed in light of these findings.
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  • 文章类型: Journal Article
    食物线索反应性,或者对条件食物线索的行为敏感性,是在肥胖和暴饮暴食症患者中观察到的一种饮食模式。强化病理模型,这表征了增强剂如食物的过度消耗可能与食物提示反应性有关,尤其是那些有肥胖和暴饮暴食症的人。强化病理模型认为,急剧延迟折扣(DD)和需求弹性是食品过度消费的过程。我们最近的两项研究检查了对条件食物线索的反应性可能与食物增强病理有关的程度。首先,食物提示用奥利奥饼干和暴食易感(BEP)和抗暴食(BER)大鼠调节。比较调节前后的延迟折扣。食物提示诱导大鼠更陡的DD,尽管BEP大鼠比BER大鼠表现出更高的敏感性,尽管这种差异并不显著。第二,体重健康的人和体重超重/肥胖的人接受了与M&M糖果配对的视觉线索的调节。收购后,与基线相比,线索引起了更大的需求强度和食物的缺乏弹性。超重/肥胖BMI的参与者,与对照组相比,还显示了一些证据表明,与健康体重的参与者相比,这种变化缺乏弹性的敏感性更高,但这种差异也不显著。食物线索,然后,可能会导致DD和经济需求的变化,支持增强病理的相关性。
    Food cue reactivity, or behavioral sensitivity to conditioned food cues, is an eating pattern observed in those with obesity and binge-eating disorder. The reinforcer pathology model, which characterizes overconsumption of a reinforcer such as food may be relevant to food cue reactivity, especially in those with obesity and binge-eating disorder. The reinforcer pathology model posits that steep delay discounting (DD) and demand elasticity are processes involved in the overconsumption of food. Two of our recent studies examine the extent to which reactivity to conditioned food cues may be involved in food reinforcer pathologies. First, food cues were conditioned with Oreo cookies with binge-eating prone (BEP) and binge-eating resistant (BER) rats. Delay discounting was compared before and after conditioning. Food cues induced steeper DD for rats, though BEP rats showed some evidence for greater sensitivity to this effect than BER rats, albeit this difference was not significant. Second, healthy-weight humans and humans with overweight/obese BMI underwent conditioning of visual cues paired with M&M candies. After acquisition, cues induced greater demand intensity and inelasticity for food compared to baseline. Participants with overweight/obese BMI, compared to controls, also showed some evidence for greater sensitivity to this change ininelasticity compared to healthy-weight participants, but this difference was also not significant. Food cues, then, may induce changes in DD and economic demand, supporting the relevance of reinforcer pathologies.
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  • 文章类型: Journal Article
    背景:以前对数字饮食失调干预的系统评价已证明在改善饮食失调症状方面有效;然而,我们对这些干预措施如何起作用以及对其有效性有什么贡献的理解是有限的.了解最常见的有效干预措施中的行为改变技术(BCT)可以为研究人员和开发人员提供有价值的信息。确定这些技术是否已被理论告知,将确定它们是否针对那些已被确定为改变饮食失调行为的核心的作用机制。它还将评估数字干预设计理论方法的重要性。
    目的:本研究旨在定义数字自我管理干预措施或针对饮食障碍成人的最低限度指导自助干预措施中的BCT,这些干预措施已在随机对照试验中进行了评估。它还评估了哪些数字干预措施以理论为基础,并包括了交付方式的范围。
    方法:文献检索确定了数字干预在最少的治疗师支持下治疗成人进食障碍的随机对照试验。使用已建立的BCT分类法v1对每个数字干预进行了BCT编码;用于使用理论编码方案(TCS)的改编版本的理论应用;以及使用交付模式本体的交付模式。荟萃分析评估了任何个体BCT调节效应大小或其他潜在因素(例如理论的应用或分娩方式的数量)对进食障碍结局有影响的证据。
    结果:数字干预包括平均14(SD2.6;范围9-18)个BCT。所有有效的干预措施都包括对行为的自我监测,解决问题,关于先例的信息,对行为的反馈,对行为结果的自我监控,在>75%(13/17)的有效干预措施中确定了行动计划。与干预后的测量相比,在随访中有效的干预措施中,社会支持和有关健康后果的信息更为明显。在12种可能的模式中,分娩模式的平均数量为4种(SD1.6;范围2-7),大多数干预措施(15/17,88%)是基于网络的。在荟萃分析中,TCS得分较高的数字干预比TCS得分较低的数字干预具有更大的效果大小(亚组差异:χ21=9.7;P=.002;I²=89.7%)。没有其他亚组分析有统计学意义的结果。
    结论:就有效干预措施中最常见的BCT而言,存在高度的一致性;然而,没有证据表明任何特异性BCT对干预效果有贡献.与等候名单或照常治疗的对照相比,理论上更有力的干预措施显示出饮食失调结果的更大改善。这些结果可用于为未来数字饮食失调干预措施的发展提供信息。
    背景:PROSPEROCRD42023410060;https://www.crd.约克。AC.uk/prospro/display_record.php?RecordID=410060。
    BACKGROUND: Previous systematic reviews of digital eating disorder interventions have demonstrated effectiveness at improving symptoms of eating disorders; however, our understanding of how these interventions work and what contributes to their effectiveness is limited. Understanding the behavior change techniques (BCTs) that are most commonly included within effective interventions may provide valuable information for researchers and developers. Establishing whether these techniques have been informed by theory will identify whether they target those mechanisms of action that have been identified as core to changing eating disorder behaviors. It will also evaluate the importance of a theoretical approach to digital intervention design.
    OBJECTIVE: This study aims to define the BCTs within digital self-management interventions or minimally guided self-help interventions for adults with eating disorders that have been evaluated within randomized controlled trials. It also assessed which of the digital interventions were grounded in theory and the range of modes of delivery included.
    METHODS: A literature search identified randomized controlled trials of digital intervention for the treatment of adults with eating disorders with minimal therapist support. Each digital intervention was coded for BCTs using the established BCT Taxonomy v1; for the application of theory using an adapted version of the theory coding scheme (TCS); and for modes of delivery using the Mode of Delivery Ontology. A meta-analysis evaluated the evidence that any individual BCT moderated effect size or that other potential factors such as the application of theory or number of modes of delivery had an effect on eating disorder outcomes.
    RESULTS: Digital interventions included an average of 14 (SD 2.6; range 9-18) BCTs. Self-monitoring of behavior was included in all effective interventions, with Problem-solving, Information about antecedents, Feedback on behavior, Self-monitoring of outcomes of behavior, and Action planning identified in >75% (13/17) of effective interventions. Social support and Information about health consequences were more evident in effective interventions at follow-up compared with postintervention measurement. The mean number of modes of delivery was 4 (SD 1.6; range 2-7) out of 12 possible modes, with most interventions (15/17, 88%) being web based. Digital interventions that had a higher score on the TCS had a greater effect size than those with a lower TCS score (subgroup differences: χ21=9.7; P=.002; I²=89.7%) within the meta-analysis. No other subgroup analyses had statistically significant results.
    CONCLUSIONS: There was a high level of consistency in terms of the most common BCTs within effective interventions; however, there was no evidence that any specific BCT contributed to intervention efficacy. The interventions that were more strongly informed by theory demonstrated greater improvements in eating disorder outcomes compared to waitlist or treatment-as-usual controls. These results can be used to inform the development of future digital eating disorder interventions.
    BACKGROUND: PROSPERO CRD42023410060; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=410060.
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  • 文章类型: Journal Article
    代谢功能障碍相关的脂肪性肝病(MASLD)的治疗前景随着FDA对resmetirom的批准而迅速发展,治疗代谢功能障碍相关脂肪性肝炎的第一个授权分子。临床试验正在研究其他有前途的分子。然而,这种对药物治疗的关注可能会掩盖生活方式干预,这仍然是MASLD管理的基石。相当比例的MASLD患者与潜在的饮食失调作斗争,通常是肥胖的前兆。肥胖大流行,暴饮暴食的流行加剧了这种情况,强调需要一种心理方法来解决他们的共同根源。
    我们回顾了目前关于MASLD行为干预的证据。自我监测等干预措施,目标设定,和频繁的咨询,已经证明在实现至少5%的重量损失方面是有效的。认知行为疗法是饮食失调的一线治疗方法,在治疗暴饮暴食和肥胖方面已显示出疗效。需要进一步的研究来建立MASLD的最佳行为疗法,重点是通过饮食和体育锻炼提高依从性和实现持续减肥。
    MASLD的治疗不应仅仅依靠针对单器官表现的药物治疗。相反,我们必须考虑行为干预,强调整体方法对这种多方面的疾病的关键作用。
    UNASSIGNED: The therapeutic landscape of Metabolic dysfunction-Associated Steatotic Liver Disease (MASLD) is rapidly evolving with the FDA approval of resmetirom, the first authorized molecule to treat metabolic dysfunction-associated steatohepatitis. Clinical trials are investigating other promising molecules. However, this focus on pharmacotherapy may overshadow lifestyle interventions, which remain the cornerstone of MASLD management. A significant percentage of patients with MASLD struggle with an underlying eating disorder, often a precursor to obesity. The obesity pandemic, exacerbated by the increasing prevalence of binge eating, underscores the need for a psychological approach to address their common roots.
    UNASSIGNED: We reviewed the current evidence on behavioral interventions for MASLD. Interventions such as self-monitoring, goal setting, and frequent counseling, have proven effective in achieving at least 5% weight loss. Cognitive behavioral therapy is the first-line treatment for eating disorders and has shown efficacy in treating binge eating and obesity. Further research is needed to establish the optimal behavioral therapy for MASLD, focusing on enhancing compliance and achieving sustained weight loss through diet and physical exercise.
    UNASSIGNED: The treatment of MASLD should not rely solely on pharmacotherapy targeting a single-organ manifestation. Instead, we must consider behavioral interventions, emphasizing the pivotal role of a holistic approach to this multifaceted disorder. [Figure: see text].
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  • 文章类型: Journal Article
    目的:调查注意缺陷多动障碍(ADHD)的症状与暴饮暴食的关系-BESC-[暴饮暴食症(BED),神经性贪食症(BN),和经常性暴饮暴食(RBE)],以及巴西城市代表性样本中的精神病和躯体合并症以及医疗保健利用情况。
    方法:对里约热内卢的2,297名成年人和居民进行了家庭调查。成人自评量表筛选器用于评估ADHD症状。使用饮食和体重模式问卷5评估BESC,并通过电话采访确认。标准化问卷用于评估精神病合并症。封闭式问题调查了躯体合并症和医疗保健利用。
    结果:ADHD症状与BESC[BED,OR=13.2,95CI=4.3-40.6;BN,OR=27.5,95CI=5.9-128.7;RBE,OR=5.8,95CI=2.9-11.4)。然而,随着精神病合并症的进一步调整(抑郁症,焦虑,酒精使用和冲动),OR不再显著。ADHD和BESC参与者的医疗保健资源利用率显着提高,但在控制精神病合并症后失去了意义。
    结论:ADHD与BESC的患病率增加有关,和医疗保健利用。尽管如此,在ADHD和BESC的关联中,精神病合并症之间存在重要的相互作用.
    OBJECTIVE: To investigate the associations among symptoms of attention deficit hyperactivity disorder (ADHD) with binge eating spectrum conditions - BESC - [binge eating disorder (BED), bulimia nervosa (BN), and recurrent binge eating (RBE)], and psychiatric and somatic comorbidity and healthcare utilization in a representative sample of a Brazilian city.
    METHODS: A household survey with 2,297 adults and residents in Rio de Janeiro was conducted. The Adult Self-Rating Scale Screener was used to assess ADHD symptoms. BESC was assessed using the Questionnaire of Eating and Weight Patterns 5 and confirmed by telephone interview. Standardized questionnaires were used to assess psychiatric comorbidity. Close-ended questions investigated somatic comorbidity and healthcare utilization.
    RESULTS: ADHD symptoms were highly associated with BESC [BED, OR=13.2, 95%CI= 4.3-40.6; BN, OR=27.5, 95%CI= 5.9-128.7; RBE, OR=5.8, 95%CI= 2.9-11.4). However, with further adjustment for psychiatric comorbidity (depression, anxiety, alcohol use and impulsivity), the ORs were no longer significant. Healthcare resource utilization was significantly higher in participants with ADHD and BESC but lost significance after controlling for the psychiatric comorbidity.
    CONCLUSIONS: ADHD was associated with an increased prevalence of BESC, and healthcare utilization. Nonetheless, there was an essential interplay among psychiatric comorbidity in the associations of ADHD and BESC.
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  • 文章类型: Journal Article
    目的:负面影响是饮食失调维持模型的核心;确定这种联系的潜在机制可能为特定的治疗目标提供信息。当前的研究评估了哪些情绪(即,苦恼,恐惧,和道德情绪)与感觉肥胖和测试感觉脂肪是这些情绪与限制或暴饮暴食之间关系的纵向中介(https://osf.io/3d5cq/)。
    方法:社区成年人(N=714,M[SD]年龄=41.5[13.7],84.6%女性,85.9%白色)提供基线数据,3个月,6个月随访。相对权重分析检查了哪些情绪类别与感觉肥胖之间表现出最强的纵向关系。交叉滞后面板模型测试了感觉脂肪作为情绪与饮食失调行为之间关系的中介。
    结果:苦恼和道德情绪是感觉肥胖的最强情绪预测因子。感觉脂肪预测暴饮暴食(p<0.001),但不限制(p\s≥0.832),在随机效应交叉滞后面板模型中。感觉脂肪部分介导了痛苦和暴饮暴食之间的纵向关系(p=0.044);然而,校正BMI后,这一效应变得不显著(p=0.354).感觉到脂肪并不能调解道德情绪与暴饮暴食之间或痛苦或道德情绪与限制之间的关系(p≥0.638)。
    结论:感觉脂肪与暴饮暴食有关,不限制,强调维护模型中特异性的重要性。因为感觉脂肪的中介作用是由体型决定的,与体型相关的因素,比如内化的体重柱头,可能是负面情绪与进食障碍行为之间关系的更相关的中介者。未来关于感觉脂肪的研究应该根据身体大小进行调整。
    OBJECTIVE: Negative affect is central to eating disorder maintenance models; identifying mechanisms underlying this link may inform specific treatment targets. The current study evaluated which emotions (i.e., distress, fear, and moral emotions) were most strongly linked to feeling fat and tested feeling fat as a longitudinal mediator of the relationship between these emotions and restricting or binge eating (https://osf.io/3d5cq/).
    METHODS: Community adults (N = 714, M[SD] age = 41.5[13.7], 84.6% female, 85.9% white) provided data at baseline, 3-month, and 6-month follow-up. Relative weights analysis examined which emotion categories exhibited the strongest longitudinal relationships with feeling fat. Cross-lagged panel models tested feeling fat as a mediator of the relationship between emotions and eating disorder behaviors.
    RESULTS: Distress and moral emotions were the strongest emotional predictors of feeling fat. Feeling fat predicted binge eating (p\'s < 0.001), but not restricting (p\'s ≥ 0.832), in random effects cross-lagged panel models. Feeling fat partially mediated the longitudinal relationship between distress and binge eating (p = 0.044); however, this effect became nonsignificant after adjusting for BMI (p = 0.354). Feeling fat did not mediate relationships between moral emotions and binge eating or between either distress or moral emotions and restricting (p\'s ≥ 0.638).
    CONCLUSIONS: Feeling fat was associated with binge eating, not restricting, highlighting the importance of specificity in maintenance models. Because the mediating effect of feeling fat was accounted for by body size, factors associated with body size, such as internalized weight stigma, may be more relevant mediators of the relationship between negative emotions and eating disorder behaviors. Future research on feeling fat should adjust for body size.
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  • 文章类型: Journal Article
    暴饮暴食障碍(BED)是DSM-5中概述的一种普遍的饮食障碍。情绪困扰(包括压力,焦虑,和抑郁症)是发展饮食失调的关键风险因素,特别是床。最近的研究已经确定了自我的分化-一个家庭模式,涉及平衡情绪和认知的能力,以及亲密和自主性——作为加剧情绪困扰的一个因素。这种关系强调了在理解BED中解决情绪困扰和家庭动态的重要性。虽然已经发现工作相关因素和家庭动态与情绪困扰之间存在关联,对与BED唯一相关的特定风险因素的调查有限.据推测,通过情绪困扰和工作压力的调解,自我分化将与BED症状有关。采用系统抽样的方法选择了总共275名参与者进行这项研究,女性占60%,男性占40%(年龄20-45岁,M=32.71,SD=7.50)。研究结果表明,自我的低分化可能会增加对情绪困扰的易感性,从而增加对BED症状的脆弱性。包括工作场所的压力。此外,分析表明,女性报告的床症状水平较高,而男性报告自我分化水平较高。这项研究揭示了不受调节的家庭和情感模式对BED的贡献,为寻求促进更健康工作环境的组织提供有价值的见解。
    Binge Eating Disorder (BED) is a prevalent eating disorder outlined in the DSM-5. Emotional distress (including stress, anxiety, and depression) stands out as a critical risk factor for developing eating disorders, and specifically BED. Recent studies have identified differentiation of self- a family pattern involving the ability to balance emotions and cognitions, as well as intimacy and autonomy-as a factor that exacerbates emotional distress. This relationship highlights the importance of addressing both emotional distress and family dynamics in understanding BED. While associations have been found between work-related factors and family dynamics with emotional distress, there has been limited investigation into the specific risk factors that are uniquely linked to BED. It was hypothesized that differentiation of self would relate to BED symptoms through the mediation of emotional distress and work stress. A systematic sampling method was applied to select a total of 275 participants for this study, with 60% women and 40% men (aged 20-45, M = 32.71, SD = 7.50). The findings suggest that low differentiation of self may increase vulnerability to BED symptoms by increasing susceptibility to emotional distress, including stress in the workplace. In addition, the analyses indicated that women reported higher levels of BED symptoms, while men reported higher levels of differentiation of self. The study sheds light on the contribution of unregulated family and emotional patterns to BED, providing valuable insights for organizations seeking to promote healthier work environments.
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  • 文章类型: Journal Article
    目的:暴饮暴食和自我诱发的呕吐是常见的,经诊断的进食障碍(ED)症状。在研究和临床环境中理解这些行为的努力历来依赖于自我报告措施,这可能是有偏见的,生态有效性有限。使用连续葡萄糖监测仪(CGM;测量血糖水平的微创传感器)收集的数据,可以被动地检测暴饮暴食和呕吐,因为这些行为产生了特征性的葡萄糖反应。
    方法:这项研究开发了机器学习分类算法,使用CGM数据对22名暴饮暴食和呕吐进行分类。参与者穿着DexcomG6CGMs,并使用2周的生态瞬时评估报告了饮食发作和饮食紊乱症状。生成组级别的随机森林模型以区分暴饮暴食与典型的进食发作,并对呕吐的情况进行分类。
    结果:暴食模型的准确性为0.88(95%CI:0.83,0.92),敏感性为0.56,特异性为0.90。呕吐模型的准确性为0.79(95%CI:0.62,0.91),敏感性为0.88,特异性为0.71。
    结论:结果表明,CGM可能是被动分类暴饮暴食和呕吐的有希望的途径,对创新研究和临床应用具有重要意义。
    OBJECTIVE: Binge eating and self-induced vomiting are common, transdiagnostic eating disorder (ED) symptoms. Efforts to understand these behaviors in research and clinical settings have historically relied on self-report measures, which may be biased and have limited ecological validity. It may be possible to passively detect binge eating and vomiting using data collected by continuous glucose monitors (CGMs; minimally invasive sensors that measure blood glucose levels), as these behaviors yield characteristic glucose responses.
    METHODS: This study developed machine learning classification algorithms to classify binge eating and vomiting among 22 adults with binge-spectrum EDs using CGM data. Participants wore Dexcom G6 CGMs and reported eating episodes and disordered eating symptoms using ecological momentary assessment for 2 weeks. Group-level random forest models were generated to distinguish binge eating from typical eating episodes and to classify instances of vomiting.
    RESULTS: The binge eating model had accuracy of 0.88 (95% CI: 0.83, 0.92), sensitivity of 0.56, and specificity of 0.90. The vomiting model demonstrated accuracy of 0.79 (95% CI: 0.62, 0.91), sensitivity of 0.88, and specificity of 0.71.
    CONCLUSIONS: Results suggest that CGM may be a promising avenue for passively classifying binge eating and vomiting, with implications for innovative research and clinical applications.
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