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Where does stress happen? Ecological momentary assessment of daily stressors using a mobile phone app 压力发生在哪里?使用手机应用程序对日常压力源进行生态瞬间评估
Pub Date : 2024-02-10 DOI: 10.1002/mhs2.54
Xing Yao, Erik J. Nelson, Kostas Stavrianakis, T. Huang, Casey Moran, Patrick C. Shih, Evan J. Jordan
Despite the importance of daily stress to individuals' health and wellbeing, few studies have explored where stress happens in real time, that is, dynamic stress processes in different spaces. As such, stress interventions rarely account for the environment in which stress occurs. We used mobile phone based ecological momentary assessment (EMA) to collect daily stress data. Thirty‐three participants utilized a mobile‐phone‐based EMA app to self‐report stressors as they went about their daily lives. Geographic coordinates were automatically collected with each stress report. Data from thematic analysis of stressors by location (home, work, work from home, other) were used to determine whether certain stressors were more prevalent in certain environments. Nine daily stressors significantly differed by location. Work‐related stress was reported more often at work. Pets, household chores, sleep, and media‐related stressors were reported most at home. Physical illnesses, vehicle issues, and safety/security stressors occurred most often while participants were “working from home.” Traffic‐related stress was experienced more commonly in “other” environments. Other 18 stressors were generated regardless of location, suggesting that these stressors were persistent and without respect to location. Study findings expand the understanding of environments in which specific stressors occur, providing baseline data for potential targeted “just‐in‐time” stress interventions tailored to unique stressors in specific environments. We also provide findings related to the “work from home” phenomenon. Further work is needed to better understand the unique stressors among the large number of individuals who transitioned to working from home during and after the COVID‐19 pandemic.
尽管日常压力对个人的健康和幸福非常重要,但很少有研究探讨压力的实时发生地,即不同空间的动态压力过程。因此,压力干预很少考虑到压力发生的环境。我们使用基于手机的生态瞬间评估(EMA)来收集日常压力数据。33 名参与者在日常生活中使用基于手机的 EMA 应用程序来自我报告压力源。每次压力报告都会自动收集地理坐标。通过对不同地点(家庭、工作地点、在家工作地点、其他地点)的压力源进行专题分析,确定某些压力源是否在特定环境中更为普遍。九种日常压力因地点不同而存在明显差异。与工作有关的压力在工作场所更常见。宠物、家务、睡眠和媒体相关的压力在家中出现的频率最高。身体疾病、车辆问题和安全/保安压力在参与者 "在家工作 "时出现得最多。在 "其他 "环境中,与交通相关的压力更为常见。其他 18 种压力源的产生与地点无关,这表明这些压力源是持续存在的,与地点无关。研究结果拓展了人们对特定压力源发生环境的认识,为针对特定环境中的独特压力源进行有针对性的 "及时 "压力干预提供了基准数据。我们还提供了与 "在家工作 "现象相关的研究结果。要更好地了解在 COVID-19 大流行期间和之后转变为在家工作的大量人员所面临的独特压力,还需要开展进一步的工作。
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引用次数: 0
Where does stress happen? Ecological momentary assessment of daily stressors using a mobile phone app 压力发生在哪里?使用手机应用程序对日常压力源进行生态瞬间评估
Pub Date : 2024-02-10 DOI: 10.1002/mhs2.54
Xing Yao, Erik J. Nelson PhD, Kostas Stavrianakis PhD, Ting-Yen (Tim) Huang MBA, Casey Moran MS, Patrick C. Shih PhD, Evan J. Jordan PhD

Despite the importance of daily stress to individuals' health and wellbeing, few studies have explored where stress happens in real time, that is, dynamic stress processes in different spaces. As such, stress interventions rarely account for the environment in which stress occurs. We used mobile phone based ecological momentary assessment (EMA) to collect daily stress data. Thirty-three participants utilized a mobile-phone-based EMA app to self-report stressors as they went about their daily lives. Geographic coordinates were automatically collected with each stress report. Data from thematic analysis of stressors by location (home, work, work from home, other) were used to determine whether certain stressors were more prevalent in certain environments. Nine daily stressors significantly differed by location. Work-related stress was reported more often at work. Pets, household chores, sleep, and media-related stressors were reported most at home. Physical illnesses, vehicle issues, and safety/security stressors occurred most often while participants were “working from home.” Traffic-related stress was experienced more commonly in “other” environments. Other 18 stressors were generated regardless of location, suggesting that these stressors were persistent and without respect to location. Study findings expand the understanding of environments in which specific stressors occur, providing baseline data for potential targeted “just-in-time” stress interventions tailored to unique stressors in specific environments. We also provide findings related to the “work from home” phenomenon. Further work is needed to better understand the unique stressors among the large number of individuals who transitioned to working from home during and after the COVID-19 pandemic.

尽管日常压力对个人的健康和幸福非常重要,但很少有研究探讨压力的实时发生地,即不同空间的动态压力过程。因此,压力干预很少考虑到压力发生的环境。我们使用基于手机的生态瞬间评估(EMA)来收集日常压力数据。33 名参与者在日常生活中使用基于手机的 EMA 应用程序来自我报告压力源。每次压力报告都会自动收集地理坐标。通过对不同地点(家庭、工作地点、在家工作地点、其他地点)的压力源进行专题分析,确定某些压力源是否在特定环境中更为普遍。九种日常压力因地点不同而存在明显差异。与工作有关的压力在工作场所更常见。宠物、家务、睡眠和媒体相关的压力在家中出现的频率最高。身体疾病、车辆问题和安全/保安压力在参与者 "在家工作 "时出现得最多。在 "其他 "环境中,与交通相关的压力更为常见。其他 18 种压力源的产生与地点无关,这表明这些压力源是持续存在的,与地点无关。研究结果拓展了人们对特定压力源发生环境的认识,为针对特定环境中的独特压力源进行有针对性的 "及时 "压力干预提供了基准数据。我们还提供了与 "在家工作 "现象相关的研究结果。要更好地了解在 COVID-19 大流行期间和之后转变为在家工作的大量人员所面临的独特压力,还需要开展进一步的工作。
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引用次数: 0
The impact of caregivers on COVID‐19 fears, behaviors, and perceived impact in a majority Black American sample of children 在美国黑人占多数的儿童样本中,照顾者对 COVID-19 的恐惧、行为和感知影响的影响
Pub Date : 2024-02-08 DOI: 10.1002/mhs2.53
A. Bhogal, Autumm Heeter, Leah C. Gowatch, Tanja Jovanovic, H. Marusak
Caregivers may play an essential role in buffering and/or exacerbating coronavirus disease 2019 (COVID‐19) fears and behaviors in youth. However, few studies have examined these associations in children from racial or ethnic minority groups, who have been historically marginalized and may be disproportionately susceptible to psychological consequences. Here, we examined the associations among caregivers and children in COVID‐19‐related fears, behaviors, and impact in a majority Black (71.9%) sample of children. Children (N = 64, 24 females, ages 7–10 years) were recruited from three Detroit, Michigan‐area schools during the 2019–2020 school year. Following school shutdowns in March 2020, children and their caregivers were invited to complete remote surveys in May and August 2020. We examined the associations among child and caregiver COVID‐19‐related fears, preventive behaviors, and perceived impact. We also examined whether aspects of the caregiver–child relationship (i.e., closeness, conflicts) moderated these associations. Caregiver–child fears about social distancing, preventive behaviors, and the perceived impact of COVID‐19 were positively correlated. The positive correlation between caregiver–child preventive behaviors strengthened over time and was moderated by caregiver–child closeness. These findings suggest that caregivers may impact fear as well as preventive behaviors and perceived impact of the pandemic in marginalized youth.
在缓冲和/或加剧青少年对2019年冠状病毒病(COVID-19)的恐惧和行为方面,照顾者可能起着至关重要的作用。然而,很少有研究对少数种族或少数族裔儿童的这些关联进行研究,这些儿童历来被边缘化,可能更容易受到心理后果的影响。在此,我们以大多数黑人(71.9%)儿童为样本,研究了照顾者和儿童之间在 COVID-19 相关恐惧、行为和影响方面的关联。在 2019-2020 学年期间,我们从密歇根州底特律地区的三所学校招募了儿童(人数 = 64,女性 24,年龄 7-10 岁)。2020 年 3 月学校停课后,我们邀请儿童及其看护人在 2020 年 5 月和 8 月完成远程调查。我们研究了儿童和看护者与 COVID-19 相关的恐惧、预防行为和感知影响之间的关联。我们还研究了照料者与儿童关系的各个方面(即亲密程度、冲突)是否会调节这些关联。照护者与儿童对社会疏远的恐惧、预防行为和对 COVID-19 影响的认知呈正相关。随着时间的推移,照料者与儿童预防行为之间的正相关性会加强,并受到照料者与儿童亲密程度的调节。这些研究结果表明,照顾者可能会影响边缘化青少年的恐惧、预防行为和对流行病影响的认知。
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引用次数: 0
The impact of caregivers on COVID-19 fears, behaviors, and perceived impact in a majority Black American sample of children 在美国黑人占多数的儿童样本中,照顾者对 COVID-19 的恐惧、行为和感知影响的影响
Pub Date : 2024-02-08 DOI: 10.1002/mhs2.53
Amanpreet Bhogal, Autumm Heeter, Leah Gowatch, Tanja Jovanovic PhD, Hilary A. Marusak PhD

Caregivers may play an essential role in buffering and/or exacerbating coronavirus disease 2019 (COVID-19) fears and behaviors in youth. However, few studies have examined these associations in children from racial or ethnic minority groups, who have been historically marginalized and may be disproportionately susceptible to psychological consequences. Here, we examined the associations among caregivers and children in COVID-19-related fears, behaviors, and impact in a majority Black (71.9%) sample of children. Children (N = 64, 24 females, ages 7–10 years) were recruited from three Detroit, Michigan-area schools during the 2019–2020 school year. Following school shutdowns in March 2020, children and their caregivers were invited to complete remote surveys in May and August 2020. We examined the associations among child and caregiver COVID-19-related fears, preventive behaviors, and perceived impact. We also examined whether aspects of the caregiver–child relationship (i.e., closeness, conflicts) moderated these associations. Caregiver–child fears about social distancing, preventive behaviors, and the perceived impact of COVID-19 were positively correlated. The positive correlation between caregiver–child preventive behaviors strengthened over time and was moderated by caregiver–child closeness. These findings suggest that caregivers may impact fear as well as preventive behaviors and perceived impact of the pandemic in marginalized youth.

在缓冲和/或加剧青少年对2019年冠状病毒病(COVID-19)的恐惧和行为方面,照顾者可能起着至关重要的作用。然而,很少有研究对少数种族或少数族裔儿童的这些关联进行研究,这些儿童历来被边缘化,可能更容易受到心理后果的影响。在此,我们以大多数黑人(71.9%)儿童为样本,研究了照顾者和儿童之间在 COVID-19 相关恐惧、行为和影响方面的关联。在 2019-2020 学年期间,我们从密歇根州底特律地区的三所学校招募了儿童(人数 = 64,女性 24,年龄 7-10 岁)。2020 年 3 月学校停课后,我们邀请儿童及其看护人在 2020 年 5 月和 8 月完成远程调查。我们研究了儿童和看护者与 COVID-19 相关的恐惧、预防行为和感知影响之间的关联。我们还研究了照料者与儿童关系的各个方面(即亲密程度、冲突)是否会调节这些关联。照护者与儿童对社会疏远的恐惧、预防行为和对 COVID-19 影响的认知呈正相关。随着时间的推移,照料者与儿童预防行为之间的正相关性会加强,并受到照料者与儿童亲密程度的调节。这些研究结果表明,照顾者可能会影响边缘化青少年的恐惧、预防行为和对流行病影响的认知。
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引用次数: 0
Effects of hands-on mind-body therapy on posttraumatic stress disorder among Danish military veterans: A randomized clinical trial 动手身心疗法对丹麦退伍军人创伤后应激障碍的影响:随机临床试验
Pub Date : 2024-01-29 DOI: 10.1002/mhs2.52
Susan Andersen PhD, Henrik Steen Andersen MedSc, Hannah Ahrensberg MSc, Ioana Lazar MSc, Tine Tjørnhøj-Thomsen, Nanna Gram Ahlmark PhD

Posttraumatic stress disorder (PTSD) affects many military veterans. Given limited success of and barriers to conventional treatments, increasing interest is being paid to mind-body therapy approaches. However, little evidence exists on whether these have the potential to treat traumatic stress. The aim of this study was to compare 6 months of hands-on mind-body therapy as an add-on to treatment as usual (TAU) with TAU alone. Participants with PTSD resulting from active military service were randomly assigned to the intervention group or treatment-as-usual (TAU) group. The intervention group received 24 hands-on manipulative mind-body therapy sessions during 6 months as add-on to TAU. The primary outcome was the PTSD Checklist-Military version (PCL-M) at 6 months (postintervention). Outcome measurements were obtained at four time points; baseline, 3 months (midway), 6 months (postintervention), and 12 months (follow-up). Intention-to-treat analysis was done masked to allocation. A total of 42 participants were randomized (22 control, 20 intervention). In the intervention group, two discontinued the mind-body therapy. At postintervention, participants who had received mind-body treatment demonstrated greater reduction in PTSD severity (PCL-M scores between-group mean difference: −11.1, 95% CI −17.9 to −4.2, p = 0.002, effect size d = 1.06). At follow-up, PCL-M scores were not statistically significant between groups (between-group difference: −4.65, 95% CI −11.8 to 1.50). Post hoc analysis showed that number of participants remitting from PTSD from baseline to follow-up was 25% in the intervention group and 0% in the control group. Our study showed that hands-on mind-body therapy over 6 months produced clinically significant decrease in PTSD symptoms. The large reduction in symptoms was not maintained 6 months after the intervention period. Further research on mind-body therapy as adjunctive PTSD treatment is warranted.

创伤后应激障碍(PTSD)影响着许多退伍军人。由于传统治疗方法效果有限且存在障碍,人们越来越关注身心治疗方法。然而,几乎没有证据表明这些方法是否有治疗创伤应激障碍的潜力。本研究的目的是比较为期 6 个月的实践身心疗法作为常规治疗(TAU)的附加疗法与单独使用 TAU 的效果。因服兵役而患有创伤后应激障碍的参与者被随机分配到干预组或常规治疗(TAU)组。干预组在6个月内接受24次动手操作身心疗法,作为TAU的附加疗法。主要结果是 6 个月(干预后)时的创伤后应激障碍检查表-军事版(PCL-M)。结果测量在四个时间点进行:基线、3 个月(中途)、6 个月(干预后)和 12 个月(随访)。意向治疗分析在分配时进行。共有 42 名参与者被随机分配(22 名对照组,20 名干预组)。干预组中有两人中断了身心疗法。干预后,接受过身心疗法的参与者创伤后应激障碍的严重程度明显减轻(PCL-M 评分在组间的平均差异为-11.1,95% C-0):-11.1,95% CI -17.9 to -4.2,p = 0.002,效应大小 d = 1.06)。随访时,PCL-M评分在组间无统计学意义(组间差异:-4.65,95% CI -11.8至1.50)。事后分析表明,从基线到随访,干预组缓解创伤后应激障碍的人数为 25%,对照组为 0%。我们的研究表明,为期6个月的实践身心疗法能显著减少创伤后应激障碍症状。在干预期结束 6 个月后,症状的大幅减轻并未得到维持。有必要对身心疗法作为创伤后应激障碍的辅助治疗方法进行进一步研究。
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引用次数: 0
Child sexual abuse versus adult sexual assault: A review of psychological and neurobiological sequelae 儿童性虐待与成人性侵犯:心理和神经生物学后遗症综述
Pub Date : 2024-01-10 DOI: 10.1002/mhs2.51
Grace E. Rowland, Juliann B. Purcell, Lauren A. M. Lebois, Milissa L. Kaufman, Nathaniel G. Harnett

Sexual trauma (ST) occurs with alarming frequency in the United States in the form of both childhood sexual abuse (CSA) and adulthood sexual assault (ASA). It is well established that the effects of ST are pervasive and that ST can be a risk factor for the development of several psychiatric disorders. However, the potential for distinct psychological consequences or neural correlates between CSA and ASA has received little attention. Furthermore, despite the high prevalence of sexual revictimization, the combinatorial effects of CSA and ASA are understudied in comparison to each form of ST on its own. In the current review, we present results from both clinical psychology and neuroscience research on the impacts of CSA and ASA, describing major psychological, biopsychosocial, and neuroimaging findings for each form of ST. We further highlight limitations in the current state of the research and needed areas of future research to better understand the distinct, overlapping, and cumulative effects of ST in both childhood and adulthood. The present study summarizes the state of the literature on this critical form of trauma and provides recommendations for future clinical research practices to mitigate the deleterious outcomes of ST.

在美国,性创伤(ST)以儿童性虐待(CSA)和成年性侵犯(ASA)的形式频繁发生,令人震惊。众所周知,性创伤的影响是普遍存在的,而且性创伤可能是导致多种精神疾病的风险因素。然而,CSA 和 ASA 之间可能存在的不同心理后果或神经相关性却很少受到关注。此外,尽管性再伤害的发生率很高,但与每种形式的 ST 本身相比,CSA 和 ASA 的组合效应却未得到充分研究。在本综述中,我们介绍了临床心理学和神经科学对 CSA 和 ASA 影响的研究结果,描述了每种 ST 形式的主要心理学、生物心理社会学和神经影像学发现。我们进一步强调了研究现状的局限性和未来研究的需求领域,以便更好地了解 ST 对儿童期和成年期的不同、重叠和累积影响。本研究总结了有关这种关键形式创伤的文献现状,并为未来的临床研究实践提供了建议,以减轻 ST 的有害后果。
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引用次数: 0
Exploring the motivations of mental health service utilization among family caregivers in Bolgatanga, Upper East Region, Ghana 探讨加纳上东部地区博尔加丹加家庭照顾者利用心理健康服务的动机
Pub Date : 2024-01-05 DOI: 10.1002/mhs2.50
Dennis B. Daliri MD, Gifty A. Aninanya PhD, Timothy T. Laari RN, MPhil, Nancy Abagye BSc, Richard Dei-Asamoa MD, MPhil, MSc, Richard A. Afaya PhD candidate, Agani Afaya PhD

Family caregivers' role in sending their mentally ill relatives to the mental health service (MHS) has been vital in the era of community mental healthcare. They are the determinants of where mentally ill relatives are sent for care. There is currently no evidence about the motivators of MHS use among these major stakeholders in the Bolgatanga municipality. This study, therefore, sought to explore the perceived utilization and the motivating factors for the utilization of MHS in the Bolgatanga municipality. A descriptive qualitative study design was employed to conduct the study in two health facilities (Presbyterian Psychiatric Hospital and the Upper East Regional Hospital). A semi-structured interview guide was used to conduct in-depth interviews among 19 purposively sampled participants consisting of 15 family caregivers of mentally ill relatives, two MHS providers, and two MHS administrators. Audio-recorded interviews were transcribed verbatim and thematically analyzed. Two main themes emerged including perceived utilization of MHS by family caregivers and motivating factors for the utilization of MHS. The study showed that most participants sought MHS for their mentally ill relatives. The study further identified multilevel factors such as individual factors, interpersonal factors, organizational factors, and policy-level factors that motivated the utilization of MHS in the Bolgatanga municipality. There is a need to embark on activities that will further strengthen the factors that have been identified as motivators to encourage the continuous utilization of MHS in the municipality.

在社区精神卫生保健时代,家庭照顾者在将患有精神病的亲属送往精神卫生服务机构(MHS)方面发挥着至关重要的作用。他们是决定将精神病患者亲属送往何处接受治疗的决定因素。目前还没有证据表明博尔加丹加市内这些主要利益相关者使用精神健康服务的动机。因此,本研究试图探讨博尔加坦加市对医疗服务的认知使用情况以及使用医疗服务的动因。本研究采用描述性定性研究设计,在两家医疗机构(长老会精神病医院和上东部地区医院)进行。采用半结构化访谈指南对 19 名有目的抽样参与者进行了深入访谈,其中包括 15 名精神病患者亲属的家庭照顾者、两名医疗服务提供者和两名医疗服务管理人员。访谈录音被逐字转录并进行了主题分析。研究发现了两大主题,包括家庭照顾者对医疗健康服务的使用感知和使用医疗健康服务的动机因素。研究表明,大多数参与者都为其患有精神疾病的亲属寻求医疗服务。研究进一步确定了促使博尔加丹加市镇利用医疗健康服务的多层次因素,如个人因素、人际因素、组织因素和政策因素。有必要开展活动,进一步加强已确定的激励因素,以鼓励在该市继续利用心理健康服务。
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引用次数: 0
Does the relationship between affect and social interactions among adults experiencing homelessness differ during moments when at a shelter versus not? 无家可归的成年人在收容所和不在收容所时,情感和社会交往之间的关系是否有所不同?
Pub Date : 2023-12-15 DOI: 10.1002/mhs2.47
Jamie M. Gajos, Jason A. Oliver, Emily T. Hébert, Scott T. Walters, Michael S. Businelle

The prevalence of alcohol-use disorders is higher amongst adults experiencing homelessness (AEH) compared with domiciled adults. Greater exposure to heavy drinkers increases personal risk for heavy alcohol use. AEH spend substantial periods of time at shelters and report greater pressure to use alcohol when near shelter locations, as well as greater negative affect when near a shelter. It is unclear if the relationship between affect and (1) interacting with people and (2) being near someone AEH drank alcohol with before differs when AEH are at a shelter versus not. AEH reporting alcohol misuse (n = 72, Mage = 47, 85% male, 68% non-White) completed five daily smartphone-based ecological momentary assessments over 28 days. Generalized multilevel modeling revealed that when AEH were interacting with someone they drank with before, they had significantly lower positive affect when at a shelter (b = −0.17, p = 0.05) versus when not (b = 0.00, p = 0.99). AEH are likely to interact with previous drinking partners while at shelters. It may be important to deliver real-time treatment messages targeting affect in these moments, as well as deliver alcohol reduction/abstinence messages.

与有住所的成年人相比,无家可归的成年人(AEH)中酒精使用障碍的发生率更高。更多接触酗酒者会增加个人酗酒的风险。经历无家可归的成年人有相当长的一段时间在避难所度过,他们报告说,在避难所附近饮酒的压力更大,在避难所附近饮酒的负面影响也更大。目前还不清楚,当 AEH 在避难所与不在避难所时,情绪与(1)与人交往和(2)靠近 AEH 以前一起饮酒的人之间的关系是否有所不同。报告酗酒的 AEH(n = 72,Mage = 47,85% 为男性,68% 为非白人)在 28 天内完成了五次基于智能手机的每日生态瞬间评估。广义多层次建模显示,当 AEH 与他们以前一起喝酒的人互动时,他们在庇护所的积极情感(b = -0.17,p = 0.05)明显低于不在庇护所时(b = 0.00,p = 0.99)。在庇护所期间,AEH 很可能会与之前的饮酒伙伴发生互动。在这种情况下,提供针对情感的实时治疗信息以及提供减少饮酒/戒酒信息可能非常重要。
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引用次数: 0
A series of unfortunate events: Do those who catastrophize learn more after negative outcomes? 一系列不幸事件:灾难化的人在经历负面结果后会学到更多东西吗?
Pub Date : 2023-12-11 DOI: 10.1002/mhs2.49
Mia Harada-Laszlo, Anahita Talwar, Oliver J. Robinson, Alexandra C. Pike

Catastrophizing is a transdiagnostic construct that has been suggested to precipitate and maintain a multiplicity of psychiatric disorders, including anxiety, depression, post-traumatic stress disorder, and obsessive-compulsive disorder. However, the underlying cognitive mechanisms that result in catastrophizing are unknown. Relating reinforcement learning model parameters to catastrophizing may allow us to further understand the process of catastrophizing. Using a modified four-armed bandit task, we aimed to investigate the relationship between reinforcement learning parameters and self-report catastrophizing questionnaire scores to gain a mechanistic understanding of how catastrophizing may alter learning. We recruited 211 participants to complete a computerized four-armed bandit task and tested the fit of six reinforcement learning models on our data, including two novel models which both incorporated a scaling factor related to a history of negative outcomes variable. We investigated the relationship between self-report catastrophizing scores and free parameters from the overall best-fitting model, along with the best-fitting model to include history, using Pearson's correlations. Subsequently, we reassessed these relationships using multiple regression analyses to evaluate whether any observed relationships were altered when relevant IQ and mental health covariates were applied. Model-agnostic analyses indicated there were effects of outcome history on reaction time and accuracy, and that the effects on accuracy related to catastrophizing. The overall model of best fit was the Standard Rescorla–Wagner Model and the best-fitting model to include history was a model in which learning rate was scaled by history of negative outcome. We found no effect of catastrophizing on the scaling by history of negative outcome parameter (r = 0.003, p = 0.679), the learning rate parameter (r = 0.026, p = 0.703), or the inverse temperature parameter (r = 0.086, p = 0.220). We were unable to relate catastrophizing to any of the reinforcement learning parameters we investigated. This implies that catastrophizing is not straightforwardly linked to any changes to learning after a series of negative outcomes are received. Future research could incorporate further exploration of the space of models which include a history parameter.

灾难化是一种跨诊断结构,被认为会诱发和维持多种精神疾病,包括焦虑症、抑郁症、创伤后应激障碍和强迫症。然而,导致灾难化的潜在认知机制尚不清楚。将强化学习模型参数与灾难化联系起来,可以让我们进一步了解灾难化的过程。我们使用改进的四臂匪徒任务,旨在研究强化学习参数与自我报告的灾难化问卷得分之间的关系,从而从机制上理解灾难化是如何改变学习的。我们招募了 211 名参与者来完成计算机化的四臂强盗任务,并在数据上测试了六个强化学习模型的拟合度,其中包括两个新模型,这两个模型都包含了一个与负面结果史变量相关的缩放因子。我们利用皮尔逊相关性研究了自我报告灾难化得分与整体最佳拟合模型自由参数之间的关系,以及包含历史的最佳拟合模型。随后,我们使用多元回归分析重新评估了这些关系,以评估在应用相关智商和心理健康协变量时,观察到的关系是否会发生改变。模型区分分析表明,结果历史对反应时间和准确性有影响,而对准确性的影响与灾难化有关。最适合的整体模型是标准雷斯科拉-瓦格纳模型,而包含历史记录的最适合模型是学习率与负结果历史记录成比例的模型。我们发现灾难化对负性结果历史参数缩放(r = 0.003,p = 0.679)、学习率参数(r = 0.026,p = 0.703)或逆温度参数(r = 0.086,p = 0.220)没有影响。我们无法将灾难化与我们研究的任何强化学习参数联系起来。这意味着灾难化与一系列负面结果产生后的学习变化没有直接联系。未来的研究可以进一步探索包含历史参数的模型空间。
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引用次数: 0
The relationship between anxiety and COVID-19-associated isolation and lifestyle changes in the university community as a result of the SARS-CoV-2 pandemic 非典-CoV-2大流行导致大学社区焦虑与COVID-19相关隔离和生活方式改变之间的关系
Pub Date : 2023-11-27 DOI: 10.1002/mhs2.48
Felipe Saceanu Leser, Mirella Araújo Ribeiro, Lucas Dalsente Romano da Silva, Renato Garcia Domingues, Tiago Fleming Outeiro, Kevin Boyé, Eduardo Coelho Cerqueira, Fabiano Lacerda Carvalho, Phelippe do Carmo Gonçalves

In 2020, the novel severe acute respiratory syndrome coronavirus outbreak emerged as a public health emergency. Three years later, we are still assessing the effects caused by the coronavirus disease (COVID-19) and by the lifestyle changes due to prevention measures, like social isolation. Here, we assessed the profile of both the anxiety screening scores and anthropometric variables in the university community, associated with the isolation due to the COVID-19 pandemic. We analyzed social and epidemiological associated factors for anxiety and weight change to address and better identify the physical and mental conditions aggravated during the pandemic. This is a cross-sectional study based on the 7-item Generalized Anxiety Disorder Scale questionnaire applied virtually to university students and professors in the State of Rio de Janeiro (n = 480). In our population cohort, we showed that the majority of individuals showed moderate to severe anxiety and increased body weight during the COVID-19 pandemic. The major demographic associated factors for higher anxiety levels were young age, female gender, and low family income. The main modifiable associated factors for both anxiety and weight gain were the negative changes in living habits. In addition, there was a trend toward severe anxiety and greater weight change in people with increased time in social isolation. In view of these results, we suggest that bad habits, adopted during the COVID-19 pandemic, were the main reason for the high anxiety levels found in the studied population.

2020 年,新型严重急性呼吸系统综合征冠状病毒爆发,成为突发公共卫生事件。三年后,我们仍在评估冠状病毒疾病(COVID-19)和预防措施导致的生活方式改变(如社会隔离)所造成的影响。在此,我们评估了大学社区中焦虑筛查得分和人体测量变量的概况,这与 COVID-19 大流行造成的隔离有关。我们分析了焦虑和体重变化的社会和流行病学相关因素,以解决并更好地识别大流行期间加重的身体和精神状况。这是一项横断面研究,以 7 项广泛焦虑症量表问卷为基础,对里约热内卢州的大学生和教授(n = 480)进行了虚拟调查。在我们的人群队列中,我们发现大多数人在 COVID-19 大流行期间表现出中度到重度焦虑,体重也有所增加。焦虑程度较高的主要人口学相关因素是年轻、女性和家庭收入低。焦虑和体重增加的主要可改变相关因素是生活习惯的负面变化。此外,社会隔离时间越长的人焦虑程度越严重,体重变化也越大。鉴于这些结果,我们认为,在 COVID-19 大流行期间养成的不良习惯是研究人群焦虑程度高的主要原因。
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引用次数: 0
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Mental health science
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