mental health screening

心理健康筛查
  • 文章类型: Journal Article
    背景:新的证据表明,2型糖尿病(T2D)患者比普通人群更容易出现心理健康问题;然而,关于患有T2D的华裔美国人的心理健康负担的数据非常缺乏。
    目的:本研究的目的是探讨共病的心理健康状况,寻求健康的行为,T2D华裔美国人的心理服务利用情况。
    方法:对纽约市74名患有T2D的华裔美国人进行了横断面电话调查。我们使用标准化问卷来评估心理健康状况,并收集有关寻求心理健康的行为和服务利用的数据。描述性统计用于数据分析。
    结果:共有74名患有T2D的华裔美国人完成了调查。大多数参与者(平均年龄56岁,SD10岁)确定为女性(42/74,57%),出生在美国境外(73/74,99%),英语水平有限(71/74,96%)。尽管近一半的参与者(34/74,46%)报告至少有一种精神健康问题(压力升高,抑郁症状,和/或焦虑),目前只有3%(2/74)使用精神卫生服务。不寻求护理的常见原因包括没有感知到的需要,缺乏有关说中文的供应商的信息,成本,和时间限制。提供者的文化和语言能力被列为与寻求精神保健相关的首要因素。
    结论:患有T2D的华裔美国人经历相对较高的合并症心理健康问题,但服务利用率较低。临床医生可能会考虑以团队为基础的护理,以纳入心理健康筛查,并确定提供文化和语言上一致的心理健康服务的策略,以吸引华裔美国人患有T2D。
    BACKGROUND: Emerging evidence indicates that individuals with type 2 diabetes (T2D) are more prone to mental health issues than the general population; however, there is a significant lack of data concerning the mental health burden in Chinese Americans with T2D.
    OBJECTIVE: The aim of this study was to explore the comorbid mental health status, health-seeking behaviors, and mental service utilization among Chinese Americans with T2D.
    METHODS: A cross-sectional telephone survey was performed among 74 Chinese Americans with T2D in New York City. We used standardized questionnaires to assess mental health status and to gather data on mental health-seeking behaviors and service utilization. Descriptive statistics were applied for data analysis.
    RESULTS: A total of 74 Chinese Americans with T2D completed the survey. Most participants (mean age 56, SD 10 years) identified as female (42/74, 57%), were born outside the United States (73/74, 99%), and had limited English proficiency (71/74, 96%). Despite nearly half of the participants (34/74, 46%) reporting at least one mental health concern (elevated stress, depressive symptoms, and/or anxiety), only 3% (2/74) were currently using mental health services. Common reasons for not seeking care included no perceived need, lack of information about Chinese-speaking providers, cost, and time constraints. The cultural and language competence of the provider was ranked as the top factor related to seeking mental health care.
    CONCLUSIONS: Chinese Americans with T2D experience relatively high comorbid mental health concerns yet have low service utilization. Clinicians may consider team-based care to incorporate mental health screening and identify strategies to provide culturally and linguistically concordant mental health services to engage Chinese Americans with T2D.
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  • 文章类型: Journal Article
    工作场所的心理健康(WMH)是医疗机构最佳运作的重要指标。为了建立有效的WMH,了解意识水平至关重要,感知,并感受到医学院学生和工作人员对校园内心理健康服务的需求。
    在印度中部具有国家重要性的机构中,使用基于KoboToolbox的半结构化问卷进行了基于网络的横断面调查。使用单变量和多变量逻辑回归分析了在机构校园(FN-S)内进行定期心理健康筛查的必要性,以及需要为学生和员工(FN-C)建立单独的心理健康细胞的必要性。
    在2190名符合条件的学生和教职员工中,共有526人完成了调查(回复率24.1%)。大约一半的参与者不知道,如果有精神健康问题(MHCs),在校园里联系他们,超过四分之三的人不知道寻求治疗的权利,四分之三的人认为被诊断为MHC会对他们的学术课程或工作产生负面影响。对心理健康筛查服务的需求很高(91.1%),近三分之二的人认为需要一个单独的心理健康细胞。来自农村地区的FN-S较高,那些不使用社交媒体的人,那些没有预先存在的MHC的人,和那些没有FN-C。FN-C在不使用社交媒体的人群中更高,那些有睡眠障碍的人,那些不了解精神病患者权利的人,那些没有任何MHC的人,那些没有FN-S的人。
    需要积极努力推出心理健康筛查政策,并在医疗机构内分离心理健康细胞。未来的研究应侧重于对上述发现的细节进行定性调查。
    UNASSIGNED: Mental health at the workplace (WMH) is an important indicator for the optimum functioning of a medical institute. To establish an effective WMH, it is essential to understand the level of awareness, perceptions, and felt needs of students and staff of a medical institute regarding mental health services within the campus.
    UNASSIGNED: A cross-sectional web-based survey was conducted in an institution of national importance in Central India using a semistructured questionnaire based on Kobo Toolbox. Felt need for periodic mental health screening within the institutional campus (FN-S) and felt need of having a separate cell for mental healthcare of students and employees (FN-C) were analyzed using univariable and multivariable logistic regression.
    UNASSIGNED: A total of 526 out of 2190 eligible students and staff completed the survey (response rate 24.1%). About half of the participants were not aware, of whom to contact on campus in case of mental health concerns (MHCs), more than three-fourths were not aware of the rights for seeking treatment, and three-fourths thought that getting diagnosed with an MHC would negatively impact their academic course or work. There was a high felt need for mental health screening services (91.1%), and almost two-thirds felt the need for a separate mental health cell. The FN-S was higher among those from rural areas, those not using social media, those without a preexisting MHC, and those without FN-C. FN-C was higher in those not using social media, those having sleep disturbances, those with unawareness of the rights of a mentally ill person, those without any MHC, and those not having FN-S.
    UNASSIGNED: Active efforts are needed to roll out a mental health screening policy and separate mental health cells within the medical institute. Future research should focus on a qualitative inquiry into the details of the above findings.
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  • 文章类型: Journal Article
    背景:避免/限制性食物摄入障碍(ARFID)是一种严重的,尽管研究不足,进食或进食障碍。这项探索性研究利用了全国饮食失调协会在线饮食失调筛查的成人受访者的数据来验证评估ARFID存在的项目并检查患病率。临床特征,与ARFID阳性筛选相关。
    方法:在2022年1月至2023年1月的50,082名成人筛查受访者中,计算了ARFID筛查阳性的患病率。卡方检验和t检验比较人口统计,饮食失调的态度和行为,自杀意念,目前饮食失调治疗现状,以及可能有ARFID和其他饮食失调诊断和风险类别的受访者之间寻求饮食失调治疗的意图。还检查了可能患有ARFID的受访者的临床特征。
    结果:2378(4.7%)成人受访者ARFID筛查呈阳性。可能有ARFID的受访者往往更年轻,男性,家庭收入较低,与大多数其他诊断/风险组相比,白人和西班牙裔/拉丁裔的可能性较小。与大多数其他诊断相比,他们的体重/形状问题和饮食失调行为较低,而BMI高于AN患者。35%的人报告有自杀意念,47%的人表示有意寻求饮食失调的治疗,2%报告目前正在接受治疗。ARFID最常见的临床特征是对饮食缺乏兴趣(80%),其次是避免食物感觉(55%)和由于害怕厌恶后果而避免食物(31%)。
    结论:这项研究的结果表明,ARFID在成人屏幕受访者中普遍存在,在年轻的人群中更常见,男性,非白色,西班牙裔,与其他饮食失调的人相比,收入较低,有进食障碍的风险,或低风险。具有可能的ARFID的个体经常报告自杀意念,并且很少接受饮食失调的治疗。迫切需要进一步研究,以改善ARFID评估和治疗的进展,并改善获得护理的机会,以防止疾病持续时间延长。
    这项研究检查了成人受访者的数据,以公开的在线饮食失调筛查成人,以检查患病率,临床特征,与ARFID阳性筛选相关。4.7%的受访者对ARFID筛查呈阳性。积极的ARFID屏幕在年轻的受访者中更为常见,男性,非白色,西班牙裔,与其他饮食失调诊断/风险类别的人相比,收入较低。可能有ARFID的受访者经常报告自杀意念,很少接受饮食失调的治疗。在可能患有ARFID的患者中,对食物或饮食缺乏兴趣是最常见的临床特征。
    BACKGROUND: Avoidant/restrictive food intake disorder (ARFID) is a serious, albeit under-researched, feeding or eating disorder. This exploratory study utilized data from adult respondents to the National Eating Disorders Association online eating disorder screen to validate items assessing the presence of ARFID and examine the prevalence, clinical characteristics, and correlates of a positive ARFID screen.
    METHODS: Among 50,082 adult screen respondents between January 2022 and January 2023, the prevalence of a positive ARFID screen was calculated. Chi-square tests and t-tests compared demographics, eating disorder attitudes and behaviors, suicidal ideation, current eating disorder treatment status, and eating disorder treatment-seeking intentions between respondents with possible ARFID and other eating disorder diagnostic and risk categories. Clinical characteristics of respondents with possible ARFID were also examined.
    RESULTS: 2378 (4.7%) adult respondents screened positive for ARFID. Respondents with possible ARFID tended to be younger, male, and have lower household income, and were less likely to be White and more likely to be Hispanic/Latino than most other diagnostic/risk groups. They had lower weight/shape concerns and eating disorder behaviors than most other diagnoses and higher BMI than those with AN. 35% reported suicidal ideation, 47% reported intentions to seek treatment for an eating disorder, and 2% reported currently being in treatment. The most common clinical feature of ARFID was lack of interest in eating (80%), followed by food sensory avoidance (55%) and avoidance of food due to fear of aversive consequences (31%).
    CONCLUSIONS: Findings from this study indicated that ARFID was prevalent among adult screen respondents and more common among individuals who were younger, male, non-White, Hispanic, and lower income relative to those with other eating disorders, at risk for an eating disorder, or at low risk. Individuals with possible ARFID frequently reported suicidal ideation and were rarely in treatment for an eating disorder. Further research is urgently needed to improve advances in the assessment and treatment of ARFID and improve access to care in order to prevent prolonged illness duration.
    This study examined data from adult respondents to a publicly available online eating disorders screen adult to examine the prevalence, clinical characteristics, and correlates of a positive ARFID screen. 4.7% of respondents screened positive for ARFID. A positive ARFID screen was more common among respondents who were younger, male, non-White, Hispanic, and lower income relative to those in other eating disorder diagnostic/risk categories. Respondents with possible ARFID frequently reported suicidal ideation and were rarely in treatment for an eating disorder. Lack of interest in food or eating was the most common clinical feature among those with possible ARFID.
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  • 文章类型: Journal Article
    背景:粮食不安全(FI),以获得充足食物的机会有限或不确定为特征,与饮食失调(ED)有关。这项研究探讨了FI是否与ED行为相关,ED诊断,目前的治疗状态,以及完成在线ED屏幕的成年人寻求治疗的意图。
    方法:国家饮食失调协会在线筛查工具的受访者自我报告人口统计数据,FI,身高和体重,过去3个月的ED行为,以及目前的治疗状况。受访者还被问到一个关于寻求治疗意图的可选问题。分层回归评估FI和ED行为之间的关系,治疗状态,和寻求治疗的意图。Logistic回归通过FI状态探讨了可能ED诊断的差异。
    结果:在8714名受访者中,25%的人筛查有FI风险。FI与更大的暴饮暴食相关(R2Change=0.006),泻药使用(R2Change=0.001),和存在饮食限制(R2Change=0.001,OR:1.32)(ps<.05)。具有FI与更大的可能性筛查为可能的ED阳性或作为ED的高风险相关(ps<.05)。FI与当前治疗状态或寻求治疗的意图无关(ps>0.05)。
    结论:研究结果增加了现有文献支持FI和ED之间的关系。影响包括需要向受FI影响的人群传播ED筛查和治疗资源,并调整治疗以解决FI造成的障碍。
    Food insecurity (FI), characterized by limited or uncertain access to adequate food, has been associated with eating disorders (EDs). This study explored whether FI was associated with ED behaviors, ED diagnosis, current treatment status, and treatment-seeking intentions among adults who completed an online ED screen.
    Respondents to the National Eating Disorders Association online screening tool self-reported demographics, FI, height and weight, past 3-month ED behaviors, and current treatment status. Respondents were also asked an optional question about treatment-seeking intentions. Hierarchical regressions evaluated relations between FI and ED behaviors, treatment status, and treatment-seeking intentions. Logistic regressions explored differences in probable ED diagnosis by FI status.
    Of 8714 respondents, 25 % screened at risk for FI. FI was associated with greater binge eating (R2Change = 0.006), laxative use (R2Change = 0.001), and presence of dietary restriction (R2Change = 0.001, OR: 1.32) (ps < .05). Having FI was associated with greater odds of screening positive for a probable ED or as high risk for an ED (ps < .05). FI was not associated with current treatment status or treatment-seeking intentions (ps > .05).
    Findings add to existing literature supporting a relation between FI and EDs. Implications include a need to disseminate EDs screening and treatment resources to populations affected by FI and to tailor treatments to account for barriers caused by FI.
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  • 文章类型: Journal Article
    目的:面对面评估是精神病学评估中最重要的,但是智能医疗,包括非面对面评估,考虑到面对面评估有限的情况或精神疾病的预防方面,可能是有益的。在本文中,我们的目的是检查心理健康筛查测试是否与纸质测试具有相同的意义,即使通过移动应用程序收集。
    方法:对1,327名社区受试者进行了智能心理健康筛查测试。我们测量了两个抑郁指标(患者健康问卷9项量表,PHQ-9)和焦虑(广义焦虑症7项量表,GAD-7)检查精神健康状况。
    结果:PHQ-9问卷的平均Cronbachα值良好,为0.870。作为PHQ-9主成分分析的结果,确定了一个特征值为1或更大的分量,这适合被描述为单一因素。GAD-7的平均Cronbachα值为0.919。通过主成分分析证实了GAD-7的结构有效性。
    结论:我们的结果表明,通过移动应用程序进行的PHQ-9和GAD-7量表可以具有与纸质测试相同的含义。使用平板电脑进行调查,或智能手机应用程序可以监测居民的心理健康和积累数据。基于这些数据,智能心理健康管理可以检查居民的心理健康,并结合医疗服务治疗精神疾病。
    OBJECTIVE: Face-to-face evaluation is the most important in psychiatric evaluation, but smart healthcare, including non-face-to-face evaluation, can be beneficial considering the situation in which face-to-face evaluation is limited or the preventive aspect of mental illness. In this paper, we aimed to check whether mental health screening tests have the same significance as paper-based tests even when collected through mobile applications.
    METHODS: A smart mental healthcare screening test was conducted on the 1,327 community subjects. We measured two indicators of depression (Patient Health Questionnaire 9-item scale, PHQ-9) and anxiety (Generalized Anxiety Disorder 7-item scale, GAD-7) to check mental health conditions.
    RESULTS: The average Cronbach\'s alpha value of the PHQ-9 questionnaire was good at 0.870. As a result of PHQ-9\'s principal component analysis, one component with an eigenvalue of 1 or more was identified, which is suitable to be described as a single factor. The average Cronbach\'s alpha value of the GAD-7 was 0.919. The structural validity of the GAD-7 was confirmed through principal component analysis.
    CONCLUSIONS: Our results show that PHQ-9 and GAD-7 scales performed through mobile applications can have the same meaning as paper-based tests. Surveys using a tablet PC, or smartphone application can monitor residents\' mental health and accumulate data. Based on these data, smart mental health management can check the mental health of residents and treat mental illness in connection with medical services.
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  • 文章类型: Preprint
    背景回避/限制性食物摄入障碍(ARFID)是一种严重的,尽管研究不足,进食或进食障碍。这项探索性研究利用美国国家饮食失调协会(NEDA)在线饮食失调筛查的成人受访者的数据来验证评估ARFID存在的项目并检查患病率。临床特征,与其他可能的进食障碍/风险类别相比,ARFID筛查阳性相关。方法在2022年1月至2023年1月的47,705名成人筛查受访者中,计算ARFID筛查阳性的患病率。卡方检验和t检验比较人口统计,饮食失调的态度和行为,自杀意念,目前饮食失调治疗现状,以及可能有ARFID和其他饮食失调诊断和风险类别的受访者之间寻求饮食失调治疗的意图。还检查了可能患有ARFID的受访者的临床特征。结果2378名(5.0%)成人受访者ARFID筛查呈阳性。可能有ARFID的受访者往往更年轻,男性,家庭收入较低,与大多数其他诊断/风险组相比,白人和西班牙裔/拉丁裔的可能性较小。与所有其他诊断相比,他们的体重/形状问题和饮食失调行为较低,但BMI高于AN患者。35%的人报告有自杀意念,47%的人表示有意寻求饮食失调的治疗,2%报告目前正在接受治疗。ARFID最常见的临床特征是对饮食缺乏兴趣(80%),其次是避免食物感觉(55%)和由于害怕厌恶后果而避免食物(31%)。结论这项研究的结果表明,ARFID在成人屏幕受访者中普遍存在,在年轻的个体中更常见。男性,非白色,西班牙裔,与其他饮食失调或有饮食失调风险的人相比,收入较低。具有可能的ARFID的个体经常报告自杀意念,并且很少接受饮食失调的治疗。迫切需要进一步研究,以改善ARFID评估和治疗的进展,并改善获得护理的机会,以防止疾病持续时间延长。
    UNASSIGNED: Avoidant/restrictive food intake disorder (ARFID) is a serious, albeit under-researched, feeding or eating disorder. This exploratory study utilized data from adult respondents to the National Eating Disorders Association (NEDA) online eating disorder screen to validate items assessing the presence of ARFID and examine the prevalence, clinical characteristics, and correlates of a positive ARFID screen compared to other probable eating disorder/risk categories.
    UNASSIGNED: Among 47,705 adult screen respondents between January 2022 and January 2023, the prevalence of a positive ARFID screen was calculated. Chi-square tests and t-tests compared demographics, eating disorder attitudes and behaviors, suicidal ideation, current eating disorder treatment status, and eating disorder treatment-seeking intentions between respondents with possible ARFID and other eating disorder diagnostic and risk categories. Clinical characteristics of respondents with possible ARFID were also examined.
    UNASSIGNED: 2,378 (5.0%) adult respondents screened positive for ARFID. Respondents with possible ARFID tended to be younger, male, and have lower household income, and were less likely to be White and more likely to be Hispanic/Latino than most other diagnostic/risk groups. They had lower weight/shape concerns and eating disorder behaviors than all other diagnoses but higher BMI than those with AN. 35% reported suicidal ideation, 47% reported intentions to seek treatment for an eating disorder, and 2% reported currently being in treatment. The most common clinical feature of ARFID was lack of interest in eating (80%), followed by food sensory avoidance (55%) and avoidance of food due to fear of aversive consequences (31%).
    UNASSIGNED: Findings from this study indicated that ARFID was prevalent among adult screen respondents and more common among individuals who were younger, male, non-White, Hispanic, and lower income relative to those with other eating disorders or at risk for an eating disorder. Individuals with possible ARFID frequently reported suicidal ideation and were rarely in treatment for an eating disorder. Further research is urgently needed to improve advances in the assessment and treatment of ARFID and improve access to care in order to prevent prolonged illness duration.
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  • 文章类型: Journal Article
    背景:儿童倡导中心(CAC)使用多学科团队来调查和回应虐待指控。CAC在将儿童与心理健康需求与循证心理健康治疗联系起来方面发挥着关键作用,尤其是在资源匮乏的农村地区。标准化的心理健康筛查和转诊方案可以提高CACs识别有心理健康需求儿童的能力,并鼓励接受治疗。在基于团队的CAC背景下,团队合作质量可能会影响实施过程和结果。针对团队并应用团队有效性科学的实施策略可以增强基于团队的环境中的实施结果。
    方法:我们将使用实施图制定以团队为中心的实施策略,以支持儿科创伤应激护理过程模型(CPM-PTS)的实施,标准化的筛查和转诊方案。以团队为中心的战略将整合有效团队发展干预措施中的活动。我们将在集群随机混合2型有效性实施试验中试点以团队为中心的实施。四个农村CAC将在随机分配到以团队为中心的实施(n=2个CAC)或标准实施(n=2个CAC)后实施CPM-PTS。我们将评估以团队为中心的实施的可行性,并探索假设的团队级机制和实施结果(实施目标)的组间差异。我们将使用组内pre-post设计来测试CPM-PTS在增加看护人对孩子的心理健康需求和看护人意图的理解方面的有效性,以启动心理健康服务(有效性目标)。
    结论:针对多学科团队是一种改进实施结果的创新方法。这项研究将是第一个测试以团队为中心的实施策略之一,这些策略整合了有效的团队发展干预措施。结果将为在基于团队的服务设置中实施基于证据的实践提供信息。
    背景:Clinicaltrials.gov,NCT05679154。2023年1月10日注册。
    BACKGROUND: Children\'s Advocacy Centers (CACs) use multidisciplinary teams to investigate and respond to maltreatment allegations. CACs play a critical role in connecting children with mental health needs to evidence-based mental health treatment, especially in low-resourced rural areas. Standardized mental health screening and referral protocols can improve CACs\' capacity to identify children with mental health needs and encourage treatment engagement. In the team-based context of CACs, teamwork quality is likely to influence implementation processes and outcomes. Implementation strategies that target teams and apply the science of team effectiveness may enhance implementation outcomes in team-based settings.
    METHODS: We will use Implementation Mapping to develop team-focused implementation strategies to support the implementation of the Care Process Model for Pediatric Traumatic Stress (CPM-PTS), a standardized screening and referral protocol. Team-focused strategies will integrate activities from effective team development interventions. We will pilot team-focused implementation in a cluster-randomized hybrid type 2 effectiveness-implementation trial. Four rural CACs will implement the CPM-PTS after being randomized to either team-focused implementation (n = 2 CACs) or standard implementation (n = 2 CACs). We will assess the feasibility of team-focused implementation and explore between-group differences in hypothesized team-level mechanisms of change and implementation outcomes (implementation aim). We will use a within-group pre-post design to test the effectiveness of the CPM-PTS in increasing caregivers\' understanding of their child\'s mental health needs and caregivers\' intentions to initiate mental health services (effectiveness aim).
    CONCLUSIONS: Targeting multidisciplinary teams is an innovative approach to improving implementation outcomes. This study will be one of the first to test team-focused implementation strategies that integrate effective team development interventions. Results will inform efforts to implement evidence-based practices in team-based service settings.
    BACKGROUND: Clinicaltrials.gov, NCT05679154 . Registered on January 10, 2023.
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  • 文章类型: Journal Article
    青少年心理健康问题的患病率已被确定为全球关注的问题。早期筛查和识别可以在初级预防和降低医疗保健成本方面提供益处。这项研究旨在开发一种工具来评估青少年出现心理健康问题的风险。
    该研究遵循探索性顺序设计,分为五个阶段。多维心理社会风险筛查(MPRS)是一种新开发的自我报告措施。详细阐述了其开发和验证的各个步骤。对934名12-18岁青少年的样本进行了MPRS评估,分布在8-12年级。
    探索性和验证性因素分析揭示了一个稳健的因素结构。提取的五个因子命名为亲子关系(PCR),自我概念(SC),师生动态(TSD),社交媒体使用(SMU)和对等互动(PI)。分量表的可靠性范围为0.60至0.80。量表的总体可靠性良好(a=0.87)。使用风险因素以及情绪和行为问题的标准度量来建立量表的收敛效度。
    MPRS可以被认为是一种有效的工具,具有足够的因子结构和良好的心理测量特性。它可以有助于早期发现青少年心理健康问题的脆弱性,因此,被视为一级预防和促进个性化干预的关键要素。
    UNASSIGNED: The prevalence of mental health problems in adolescents has been identified as a global concern. Early screening and identification can offer benefits in terms of primary prevention and reduced healthcare costs. This study aimed to develop a tool to assess the risk of developing mental health problems in adolescents.
    UNASSIGNED: The study followed an exploratory sequential design and was divided into five phases. The Multidimensional Psychosocial Risk Screen (MPRS) is a newly developed self-report measure. The various steps in its development and validation have been elaborated. The MPRS was evaluated with a sample of 934 adolescents aged 12-18, spread across the 8th-12th grade.
    UNASSIGNED: Exploratory and confirmatory factor analyses revealed a robust factor structure. The extracted five factors were named as Parent-Child Relationship (PCR), Self-Concept (SC), Teacher-Student Dynamics (TSD), Social Media Use (SMU), and Peer Interaction (PI). The reliability of the subscales ranged from 0.60 to 0.80. The overall reliability of the scale was good (a = 0.87). Convergent validity of the scale was established using standard measures of risk factors and emotional and behavioural problems.
    UNASSIGNED: The MPRS can be considered an effective tool with an adequate factor structure and good psychometric properties. It can be beneficial in the early detection of vulnerabilities to mental health problems in adolescents and, therefore, seen as a key element in primary prevention and fostering individualized interventions.
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  • 文章类型: Journal Article
    背景:在COVID-19大流行期间,卫生保健系统面临着迫切需要实施战略,以满足卫生保健工作者的行为健康需求。任何大型医疗保健系统的主要关注点是开发易于访问的,尽管行为健康资源有限,但简化的分诊和支持系统。本文详细描述了聊天机器人程序的设计和实现,该程序旨在为大型学术医疗中心的员工分类和促进行为健康评估和治疗。
    目的:描述一个程序,该程序使用聊天机器人技术来满足大型学术医疗中心员工的行为健康需求。加州大学,旧金山(UCSF)应对计划旨在提供及时访问(1)实时远程健康导航仪,用于分诊和实时远程健康评估和治疗;(2)策划在线自我管理工具;3)为那些经历与他们独特角色相关的压力的非治疗支持小组。
    方法:在公私伙伴关系中,UCSFCope团队建立了一个聊天机器人,根据行为健康需求对员工进行分类。聊天机器人是基于算法的,自动化,交互式人工智能对话工具,使用自然语言理解通过提供一系列带有简单多项选择答案的问题来吸引用户。每个聊天机器人会话的目标是引导用户使用适合其需求的服务。设计人员开发了Chatbot数据仪表板,以直接通过聊天机器人识别和跟踪趋势。关于其他程序元素,网站用户数据每月收集一次,每个非治疗支持组收集参与者满意度.
    结果:UCSFCopeChatbot迅速开发并于2020年4月20日推出。截至2022年5月31日,10.9%(3,785/34,790)的员工使用了这项技术;在报告任何形式的心理困扰的人中,39.7%(708/1783)的员工要求亲自服务,包括那些有现有提供者的人。UCSF员工对所有计划要素都做出了积极的回应。截至2022年5月31日,UCSFCope网站拥有615,334个独立用户,拥有66,585个独特的网络研讨会视图,和601,471视频短裤的独特观点。UCSFCopystaffforspecialinterventions,有40多个单位要求这些服务。市政厅特别受欢迎,超过80%的与会者报告的经验是有益的。
    结论:UCSFCope计划使用聊天机器人技术纳入个性化行为健康分类,评估,治疗,以及对整个员工基础的一般情感支持(N=34,790)。如果不使用聊天机器人技术,这种规模的人群的分类水平是不可能的。UCSFCope模型具有缩放的潜力,适应,并在学术和非学术附属医疗机构中实施。
    During the COVID-19 pandemic, health care systems were faced with the urgent need to implement strategies to address the behavioral health needs of health care workers. A primary concern of any large health care system is developing an easy-to-access, streamlined system of triage and support despite limited behavioral health resources.
    This study provides a detailed description of the design and implementation of a chatbot program designed to triage and facilitate access to behavioral health assessment and treatment for the workforce of a large academic medical center. The University of California, San Francisco (UCSF) Faculty, Staff, and Trainee Coping and Resiliency Program (UCSF Cope) aimed to provide timely access to a live telehealth navigator for triage and live telehealth assessment and treatment, curated web-based self-management tools, and nontreatment support groups for those experiencing stress related to their unique roles.
    In a public-private partnership, the UCSF Cope team built a chatbot to triage employees based on behavioral health needs. The chatbot is an algorithm-based, automated, and interactive artificial intelligence conversational tool that uses natural language understanding to engage users by presenting a series of questions with simple multiple-choice answers. The goal of each chatbot session was to guide users to services that were appropriate for their needs. Designers developed a chatbot data dashboard to identify and follow trends directly through the chatbot. Regarding other program elements, website user data were collected monthly and participant satisfaction was gathered for each nontreatment support group.
    The UCSF Cope chatbot was rapidly developed and launched on April 20, 2020. As of May 31, 2022, a total of 10.88% (3785/34,790) of employees accessed the technology. Among those reporting any form of psychological distress, 39.7% (708/1783) of employees requested in-person services, including those who had an existing provider. UCSF employees responded positively to all program elements. As of May 31, 2022, the UCSF Cope website had 615,334 unique users, with 66,585 unique views of webinars and 601,471 unique views of video shorts. All units across UCSF were reached by UCSF Cope staff for special interventions, with >40 units requesting these services. Town halls were particularly well received, with >80% of attendees reporting the experience as helpful.
    UCSF Cope used chatbot technology to incorporate individualized behavioral health triage, assessment, treatment, and general emotional support for an entire employee base (N=34,790). This level of triage for a population of this size would not have been possible without the use of chatbot technology. The UCSF Cope model has the potential to be scaled, adapted, and implemented across both academically and nonacademically affiliated medical settings.
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  • 文章类型: Journal Article
    本研究试图根据认可的不良儿童经历(ACE)类别,确定涉及儿童福利的青年中是否存在独特的心理健康症状。对涉及儿童福利的青年(N=129,8-16岁)和照顾者报告的ACE和心理健康/创伤症状进行了图表审查。K均值聚类分析使用ACE得分从两个维度识别青年群体:家庭功能障碍和虐待/忽视儿童。确定的第一个集群在其系统参与之外具有较低的ACE得分(n=62),第二个主要认可的家庭功能障碍(n=37),第三个主要认可虐待/忽视(n=30)。方差检验的单向分析表明,仅系统集群中的青年与其他群体中的青年不同,而两个高ACE类别组在心理健康/创伤症状方面没有差异。这些结果对儿童福利系统中的筛查和治疗转诊过程具有重要意义。
    The present study sought to identify if there is distinct mental health symptomology among child welfare-involved youth depending on the category of adverse childhood experiences (ACEs) endorsed. A chart review of child welfare-involved youth (N = 129, ages 8-16) and caregiver reported ACEs and mental health/trauma symptoms was conducted. A K-means cluster analysis used ACE scores to identify groups of youth along two dimensions: household dysfunction and child abuse/neglect. The first cluster identified had low ACE scores outside of their system involvement (n = 62), the second predominantly endorsed household dysfunctions (n = 37), and the third predominantly endorsed abuse/neglect (n = 30). One-way analysis of variance tests revealed that youth in the systems-only cluster differed from youth in the other groups, while the two high ACE category groups did not differ from each other on mental health/trauma symptoms. These results have important implications for the screening and treatment referral processes in the child welfare system.
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