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Sleep-phasic heart rate variability predicts stress severity: Building a machine learning-based stress prediction model. 睡眠时心率变异性可预测压力严重程度:建立基于机器学习的压力预测模型
IF 3 2区 心理学 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-02-27 DOI: 10.1002/smi.3386
Jingjing Fan, Junhua Mei, Yuan Yang, Jiajia Lu, Quan Wang, Xiaoyun Yang, Guohua Chen, Runsen Wang, Yujia Han, Rong Sheng, Wei Wang, Fengfei Ding

We propose a novel approach for predicting stress severity by measuring sleep phasic heart rate variability (HRV) using a smart device. This device can potentially be applied for stress self-screening in large populations. Using a Holter electrocardiogram (ECG) and a Huawei smart device, we conducted 24-h dual recordings of 159 medical workers working regular shifts. Based on photoplethysmography (PPG) and accelerometer signals acquired by the Huawei smart device, we sorted episodes of cyclic alternating pattern (CAP; unstable sleep), non-cyclic alternating pattern (NCAP; stable sleep), wakefulness, and rapid eye movement (REM) sleep based on cardiopulmonary coupling (CPC) algorithms. We further calculated the HRV indices during NCAP, CAP and REM sleep episodes using both the Holter ECG and smart-device PPG signals. We later developed a machine learning model to predict stress severity based only on the smart device data obtained from the participants along with a clinical evaluation of emotion and stress conditions. Sleep phasic HRV indices predict individual stress severity with better performance in CAP or REM sleep than in NCAP. Using the smart device data only, the optimal machine learning-based stress prediction model exhibited accuracy of 80.3 %, sensitivity 87.2 %, and 63.9 % for specificity. Sleep phasic heart rate variability can be accurately evaluated using a smart device and subsequently can be used for stress predication.

我们提出了一种利用智能设备测量睡眠相位心率变异性(HRV)来预测压力严重程度的新方法。这种设备有可能被应用于大量人群的压力自我筛查。我们使用 Holter 心电图(ECG)和华为智能设备,对 159 名正常轮班的医务工作者进行了 24 小时双重记录。基于华为智能设备获取的光电血压计(PPG)和加速度计信号,我们根据心肺耦合(CPC)算法对周期性交替模式(CAP;不稳定睡眠)、非周期性交替模式(NCAP;稳定睡眠)、清醒和快速眼动(REM)睡眠进行了分类。我们利用 Holter ECG 和智能设备 PPG 信号进一步计算了 NCAP、CAP 和 REM 睡眠发作期间的心率变异指数。随后,我们开发了一个机器学习模型,仅根据从参与者处获得的智能设备数据以及对情绪和压力状况的临床评估来预测压力的严重程度。睡眠相位心率变异指数可预测个人压力严重程度,在 CAP 或快速动眼期睡眠中的表现优于 NCAP。仅使用智能设备数据,基于机器学习的最佳压力预测模型的准确率为 80.3%,灵敏度为 87.2%,特异性为 63.9%。使用智能设备可以准确评估睡眠相位心率变异性,随后可用于压力预测。
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引用次数: 0
When experiencing nice interactions at work: Good sleep quality via well-being. 在工作中体验良好的互动:通过幸福感获得良好的睡眠质量。
IF 3 2区 心理学 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-03-01 DOI: 10.1002/smi.3390
Mansik Yun, Terry Beehr

Based on the Work-Home Resources Model and Conservation of Resources Theory, we develop dual mechanisms by which nice interactions (patients' compliments and coworkers' informational support) predict sleep quality. Specifically, we expect these nice interactions to help individuals conserve their personal energy in the form of less cognitive depletion (a cognitive process) and diminished physical fatigue (a physical process). Further, we propose employees utilise their energy resources to experience better sleep quality. To test the proposed model, we utilised an experience-sampling method by recruiting 223 female nurses working in a regional university hospital in South Korea. Specifically, we measured nice interactions and personal resources at 3 PM on Day t and sleep quality at 5-6 AM on Day t + 1, and we administered the questionnaire for 10 consecutive days. Overall, after removing 79 invalid observations (not completing questionnaire in a timely manner), we had a final total of two-wave 1997 daily observations from 223 nurses. Receiving more compliments from patients and more information from coworkers positively affects nurses' cognitive energy (less cognitive depletion) and physical energy (less physical fatigue), which predicts better sleep quality. Finally, results supported indirect effects of these nice interactions on sleep quality via cognitive and physical processes.

基于 "工作-家庭资源模型 "和 "资源保护理论",我们提出了良好互动(患者的赞美和同事的信息支持)预测睡眠质量的双重机制。具体来说,我们希望这些友好互动能够帮助个人通过减少认知耗竭(认知过程)和减轻身体疲劳(身体过程)的形式来保存个人能量。此外,我们还建议员工利用他们的能量资源来提高睡眠质量。为了验证所提出的模型,我们采用了经验取样法,招募了 223 名在韩国一家地区性大学医院工作的女护士。具体来说,我们在第 t 天下午 3 点测量了良好互动和个人资源,在第 t+1 天早上 5-6 点测量了睡眠质量,并连续 10 天进行了问卷调查。总之,在剔除 79 个无效观察数据(未及时填写问卷)后,我们最终得到了来自 223 名护士的 1997 年两波每日观察数据。从病人那里得到更多的赞美和从同事那里得到更多的信息对护士的认知能量(较少的认知耗竭)和体力能量(较少的体力疲劳)产生了积极的影响,这预示着较好的睡眠质量。最后,研究结果表明,这些良好的互动通过认知和生理过程对睡眠质量产生了间接影响。
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引用次数: 0
Subjective caregiver burden and coping in family carers of dependent adults and older people: A systematic review and meta-analysis. 受扶养成年人和老年人家庭照顾者的主观照顾负担和应对方法:系统回顾和荟萃分析。
IF 3 2区 心理学 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-03-16 DOI: 10.1002/smi.3395
Juan Carlos Muñoz-Cruz, Catalina López-Martínez, Vasiliki Orgeta, Rafael Del-Pino-Casado

Subjective caregiver burden is highly prevalent in family caregivers. Despite several studies investigating the relationship between subjective caregiver burden and coping strategies, results remain inconsistent. The aim of our study was to systematically review current literature on the relationship between subjective caregiver burden and coping in family carers of dependent adults and older people. A secondary objective was to analyse possible sources of heterogeneity in the estimated effect. The study design was a systematic review with meta-analysis following Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement (PRISMA) guidelines. We searched several international databases (CINAHL, LILACS, PsycINFO and PubMed) up to February 2024. We performed several subgroup analyses to examine whether study design, methodological quality or care recipient dependency influenced results. Of the 1064 records identified in our search, a total of 80 studies met inclusion criteria. We found a significant association between greater use of dysfunctional coping and higher levels of subjective caregiver burden ( r $overline{r}$  = 0.400; 95% CI = 0.315, 0.478); higher use of second-order active coping was significantly associated with lower caregiver burden ( r $overline{r}$  = -0.213; 95% CI = -0.316, -0.105). Problem-focused coping showed no statistically significant association with levels of subjective burden; emotion-focused coping was associated with caregiver burden only after controlling for confounding variables ( r $overline{r}$  = -0.258; 95% CI = -0.441, -0.055); several individual strategies of this dimension such as acceptance ( r $overline{r}$  = -0.135; 95% CI = -0.238, -0.028), positive reappraisal ( r $overline{r}$  = -0.178; 95% CI = -0.255, -0.099) and religious coping ( r $overline{r}$  = -0.083; 95% CI = -0.162, -0.002), were associated with lower burden. We found that several dimensions of coping strategies are significantly associated with levels of subjective caregiver burden experienced by carers. These results can inform future research evaluating the effectiveness of interventions aimed at improving carers' mental health.

照顾者的主观负担在家庭照顾者中非常普遍。尽管有多项研究调查了照顾者的主观负担与应对策略之间的关系,但结果仍不一致。我们的研究旨在系统地回顾目前有关受抚养成人和老年人家庭照顾者主观照顾者负担与应对之间关系的文献。次要目的是分析估计效应中可能存在的异质性来源。研究设计采用了系统性综述和荟萃分析,并遵循了《系统性综述和荟萃分析首选报告项目声明》(PRISMA)指南。我们检索了截至 2024 年 2 月的多个国际数据库(CINAHL、LILACS、PsycINFO 和 PubMed)。我们进行了多项亚组分析,以考察研究设计、方法质量或护理对象依赖性是否会影响研究结果。在我们搜索到的 1064 条记录中,共有 80 项研究符合纳入标准。我们发现,更多使用功能失调型应对方式与更高的护理者主观负担之间存在明显关联(r ‾ $overline{r}$ = 0.400; 95% CI = 0.315, 0.478);更多使用二阶积极应对方式与更低的护理者负担之间存在明显关联(r ‾ $overline{r}$ = -0.213; 95% CI = -0.316, -0.105)。以问题为中心的应对方式与主观负担水平没有统计学意义上的关联;以情绪为中心的应对方式只有在控制了混杂变量后才与照顾者负担相关(r ‾ $overline{r}$ = -0.258; 95% CI = -0.441, -0.055); 此维度的一些个体策略,如接受 ( r ‾ $overline{r}$ = -0.135; 95% CI = -0.238, -0.028), 积极的再评价 ( r ‾ $overline{r}$ = -0.178; 95% CI = -0.255, -0.099)和宗教应对(r ‾ $overline{r}$ = -0.083; 95% CI = -0.162, -0.002)与较低的负担相关。我们发现,应对策略的几个维度与照护者的主观照护负担水平显著相关。这些结果可以为今后评估旨在改善照顾者心理健康的干预措施的有效性的研究提供参考。
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引用次数: 0
Multi-ethnic variation in the ties that bind rumination and heart rate variability: Implications for health disparities. 反刍与心率变异性之间的联系存在多种族差异:对健康差异的影响。
IF 3 2区 心理学 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-01-11 DOI: 10.1002/smi.3365
Vida Pourmand, Adebisi A Akinyemi, Beatriz Lopez Galeana, Darcianne K Watanabe, LaBarron K Hill, Cameron R Wiley, Jos F Brosschot, Julian F Thayer, DeWayne P Williams

Higher self-reported rumination, a common form of trait perseverative cognition, is linked with lower resting heart rate variability (HRV), which indicates poorer cardiac function and greater disease risk. A meta-analysis and systematic review indicated that in samples with fewer European Americans, the association of rumination with both heart rate and blood pressure was stronger. Thus, trait rumination may be more strongly associated with resting HRV among ethnically minoritized populations. The current study investigated whether differences in the association of self-reported rumination with resting HRV varied by ethnicity in a sample (N = 513; Mage = 19.41; 226 Women) of self-identified African Americans (n = 110), Asian Americans (n = 84), and European Americans (n = 319). Participants completed a five-minute baseline period to assess resting HRV, followed by the Ruminative Responses Scale, which contains three facets of rumination including brooding, depressive, and reflective rumination. On average, Asian Americans reported higher levels of rumination relative to European Americans. African Americans had higher resting HRV than Asian Americans. Adjusting for covariates, higher self-reported rumination was significantly associated with lower resting HRV in both African and Asian Americans, but not significantly so in European Americans. This finding was consistent for brooding and reflective, but not depressive rumination. Overall, this study lends insight into a psychological mechanism-rumination-that may impact health disparities among ethnically minoritized individuals, contributing to an understanding of how stress gets under the skin among such minoritized populations.

较高的自我报告反刍(一种常见的特质持久性认知)与较低的静息心率变异性(HRV)有关,而静息心率变异性表明较差的心脏功能和更高的疾病风险。一项荟萃分析和系统综述表明,在欧美人较少的样本中,反刍与心率和血压的关联性更强。因此,在少数族裔人群中,特质反刍可能与静息心率变异有更强的关联。本研究调查了自我报告的反刍与静息心率变异的关系是否因种族而异,研究对象为自我认同的非裔美国人(n = 110)、亚裔美国人(n = 84)和欧裔美国人(n = 319)。参与者先完成五分钟的基线期,以评估静息心率变异,然后进行反刍反应量表(Ruminative Responses Scale),该量表包含反刍的三个方面,包括沉思、抑郁和反思性反刍。平均而言,亚裔美国人的反刍程度高于欧裔美国人。非裔美国人的静息心率变异高于亚裔美国人。在调整协变量后,非裔美国人和亚裔美国人较高的自我报告反刍与较低的静息心率变异显著相关,但在欧裔美国人中则不显著。这一发现与忧郁性和反思性反刍一致,但与抑郁性反刍无关。总之,这项研究有助于深入了解可能影响少数民族健康差异的心理机制--反刍,有助于了解压力是如何影响这些少数民族群体的。
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引用次数: 0
Are rescue workers still at risk? A meta-regression analysis of the worldwide prevalence of post-traumatic stress disorder and risk factors. 救援人员是否仍然面临风险?对全球创伤后应激障碍患病率和风险因素的元回归分析。
IF 3 2区 心理学 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-01-13 DOI: 10.1002/smi.3372
Albert Martínez, Angel Blanch

Rescue workers (policemen, firefighters, emergency medical staff, etc.) experience intense stress due to rescuing and helping victims of accidents, terrorist attacks, violent crimes, and natural disasters. Overexposure and ineffective coping with such stressful events may lead to developing Post-Traumatic Stress Disorder (PTSD). Meta-regression procedures were applied to examine moderators such as the sample sex composition, age, working experience, occupation, country, or type of PTSD evaluation. The 9.8% PTSD prevalence found here was virtually the same compared with earlier findings from 10 years ago. There was a large heterogeneity, however, associated with geographical location and the instrument used to evaluate PTSD. The main findings revealed that rescue workers are a high-risk group with increased levels of Post-traumatic Stress Disorder (PTSD). Moreover, PTSD prevalence could depend on a great extent on geographical and cultural factors, and on the type of PTSD evaluation.

救援人员(警察、消防员、紧急医疗人员等)在救援和帮助事故、恐怖袭击、暴力犯罪和自然灾害的受害者时会承受巨大的压力。过度暴露于这些压力事件并不能有效地应对,可能会导致创伤后应激障碍(PTSD)。研究人员采用元回归程序对样本的性别构成、年龄、工作经验、职业、国家或创伤后应激障碍评估类型等调节因素进行了研究。与 10 年前的研究结果相比,本研究发现创伤后应激障碍的发病率为 9.8%,几乎没有变化。然而,与地理位置和创伤后应激障碍评估工具有关的异质性很大。主要研究结果表明,救援人员是创伤后应激障碍(PTSD)发病率较高的高危人群。此外,创伤后应激障碍的发病率在很大程度上取决于地理和文化因素以及创伤后应激障碍评估的类型。
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引用次数: 0
Introjected regulation and academic burnout: A moderated mediation model of social comparison and distress overtolerance. 引入调节与学业倦怠:社会比较和过度耐受痛苦的调节中介模型。
IF 3 2区 心理学 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-02-21 DOI: 10.1002/smi.3381
Minyoung Lee

The primary purpose of this study is to examine the mediation effect of Contrastive Upward Comparison (CUC) on the relationship between introjected regulation and exhaustion (i.e., introjected regulation-CUC-exhaustion). It is also aimed to examine the moderation effect of distress overtolerance on this mediated relationship. In order to resolve the uncertainty about the causality of cross-sectional studies, this study worked on the relationship among the variables by setting an alternative model (i.e., CUC-introjected regulation - exhaustion). The participants were 167 (females, 70.7%) undergraduate and graduate students in South Korea. The results of this study indicated that introjected regulation showed indirect and significant effect on exhaustion via CUC. However, in the alternative model, the indirect effect of introjected regulation in the relationship between CUC and exhaustion was not significant. Furthermore, high distress overtolerance buffered the relationship between introjected regulation and CUC, while it strengthened the association of CUC and exhaustion. Lastly, the results of moderated mediation suggested that students with higher distress overtolerance, experienced more CUC, and emotional exhaustion. The implications and limitations were also discussed.

本研究的主要目的是考察对比向上比较(Contrastive Upward Comparison,CUC)对内省调节与精疲力竭(即内省调节-CUC-精疲力竭)之间关系的中介效应。本研究还旨在考察困扰过度容忍对这一中介关系的调节作用。为了解决横截面研究中因果关系的不确定性,本研究通过设置一个替代模型(即 CUC- 投射调节 - 疲惫)来研究变量之间的关系。被试是韩国的 167 名本科生和研究生(女性,70.7%)。研究结果表明,注入式调节通过 CUC 对耗竭产生了间接且显著的影响。然而,在替代模型中,内省调节对 CUC 和精疲力竭之间关系的间接影响并不显著。此外,高苦恼过度耐受性缓冲了内省调节与 CUC 之间的关系,同时加强了 CUC 与耗竭之间的关联。最后,调节中介的结果表明,苦恼过度容忍度高的学生经历了更多的 CUC 和情绪衰竭。此外,还讨论了研究的意义和局限性。
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引用次数: 0
Does stress response axis activation differ between patients with autoimmune disease and healthy people? 自身免疫性疾病患者和健康人的应激反应轴激活是否存在差异?
IF 3 2区 心理学 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-03-07 DOI: 10.1002/smi.3392
Eva Montero-López, María Isabel Peralta-Ramírez, Norberto Ortego-Centeno, José Mario Sabio, José Luis Callejas-Rubio, Nuria Navarrete-Navarrete, M Carmen García-Ríos, Ana Santos-Ruiz

Many studies have shown that patients with autoimmune disease present a hypoactive hypothalamic-pituitary-adrenal (HPA) axis, but the results are controversial. Our objective was to study differences in stress response axis activity between patients with autoimmune disease and healthy people. The study sample consisted of 97 women divided into four groups: 37 healthy women (HW), 21 with systemic lupus erythematosus (SLE), 21 with Sjögren's syndrome (SS), and 18 with systemic sclerosis (SSc). After being exposed to a stress task, participants' skin conductance and salivary cortisol levels were measured in order to assess their response to psychological stress. Diurnal cortisol concentrations were assessed by measuring salivary cortisol in samples collected five times over one day. In addition, self-administered questionnaires were used to assess psychological variables. A time × group interaction effect was found (p = 0.003) in salivary cortisol secretion in response to stressful challenge. The healthy group presented normal activation, the SS and SLE groups showed no activation, and the SSc group presented a similar activation pattern to the HW group, except at the time of recovery. Total cortisol production (AUCg) was higher in the SSc group than in the HW group (p = 0.001). Differences were also observed in the cortisol AUCg collected over one day between healthy women and patients with SLE (p = 0.004) as well as with SSc (p = 0.001): women with SLE and SSc presented higher total hormone production than healthy women. Patients with autoimmune disease present a different HPA axis response, which may contribute to the harmful effects of stress in these diseases.

许多研究表明,自身免疫性疾病患者的下丘脑-垂体-肾上腺(HPA)轴活性低下,但研究结果存在争议。我们的目的是研究自身免疫性疾病患者与健康人在应激反应轴活动方面的差异。研究样本由 97 名女性组成,分为四组:37 名健康女性(HW)、21 名系统性红斑狼疮(SLE)患者、21 名斯约格伦综合征(SS)患者和 18 名系统性硬化症(SSc)患者。在接受一项压力任务后,测量了参与者的皮肤传导和唾液皮质醇水平,以评估他们对心理压力的反应。通过测量一天内采集五次的唾液皮质醇样本来评估皮质醇的昼夜浓度。此外,还采用了自填式问卷来评估心理变量。结果发现,唾液皮质醇分泌对压力挑战的反应存在时间×组别的交互效应(p = 0.003)。健康组呈现正常激活,SS 和系统性红斑狼疮组无激活,而 SSc 组除恢复期外,激活模式与 HW 组相似。SSc 组的皮质醇总分泌量(AUCg)高于 HW 组(P = 0.001)。健康女性与系统性红斑狼疮患者(p = 0.004)和系统性红斑狼疮患者(p = 0.001)在一天内采集的皮质醇 AUCg 值也存在差异:系统性红斑狼疮和系统性红斑狼疮女性患者的激素总分泌量高于健康女性。自身免疫性疾病患者的 HPA 轴反应不同,这可能是压力对这些疾病产生有害影响的原因之一。
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引用次数: 0
The impact of 24/7 news coverage on the mental health of Israelis in the 'Iron Swords' War: A cross-sectional analysis among television audience. 铁剑 "战争中全天候新闻报道对以色列人心理健康的影响:对电视观众的横断面分析。
IF 3 2区 心理学 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-03-27 DOI: 10.1002/smi.3398
Arielle Kaim, Moran Bodas

This study aims to assess the impact of continuous 24/7 news broadcasting on the mental well-being of Jewish Israelis during the 'Iron Swords' War and compare it to findings from the 2014 Conflict. An internet-based cross-sectional panel survey was conducted on 11-12 October 2023, during the 'Iron Swords' War. The study focused on Israel's adult Jewish population, enabling comparisons with a previous 2014 study. Participants reported news consumption changes, attitudes towards newscasts (burdensome, relaxing, stressful, addictive, Fear Of Missing Out [FOMO], avoidance), opinions on 24/7 news, and anxiety symptoms. Among 802 adult Jewish participants in Israel, 83.8% increased news consumption. While more than 70% of respondents found the newscast stressing at least a medium level, more than 40% said they do not try to avoid them at all. Nearly 24% found it much addictive. Women and younger individuals reported more FOMO, stress, and addiction. More than 70% reported experiencing at least one anxiety symptom, and 21% of all four. Linear regression explained 42.9% of the variance of reported anxiety, with gender, age, news stress, addiction, and FOMO as predictors. The current study results show an increase in all measurements compared to a separate study conducted using the same tools in 2014. Jewish Israelis struggled with news consumption during the recent war, harming mental health. Heightened anxiety was observed, compared to 2014, and affected all demographics.

本研究旨在评估 "铁剑 "战争期间全天候连续新闻广播对以色列犹太人心理健康的影响,并将其与 2014 年冲突期间的调查结果进行比较。在 "铁剑 "战争期间,我们于 2023 年 10 月 11-12 日开展了一项基于互联网的横截面小组调查。这项研究的重点是以色列的成年犹太人口,以便与 2014 年的前一项研究进行比较。参与者报告了新闻消费的变化、对新闻广播的态度(负担、放松、压力、上瘾、害怕错过 [FOMO]、回避)、对全天候新闻的看法以及焦虑症状。在以色列的 802 名成年犹太参与者中,83.8% 的人增加了新闻消费。虽然超过 70% 的受访者认为新闻广播至少会给他们带来中等程度的压力,但超过 40% 的受访者表示他们根本不会试图回避新闻广播。近 24% 的受访者认为这很容易上瘾。女性和年轻人的 FOMO、压力和上瘾程度更高。超过 70% 的人表示至少经历过一种焦虑症状,21% 的人经历过所有四种焦虑症状。线性回归解释了 42.9% 的报告焦虑方差,其中性别、年龄、新闻压力、成瘾和 FOMO 是预测因素。目前的研究结果显示,与 2014 年使用相同工具进行的另一项研究相比,所有测量指标均有所上升。在最近的战争中,以色列犹太人在新闻消费方面挣扎不已,这损害了他们的心理健康。与 2014 年相比,本研究观察到焦虑加剧,并影响到所有人口统计。
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引用次数: 0
Extending the job demands-resources model to understand the effect of the interactions between home and work domains on work engagement. 扩展工作需求-资源模型,了解家庭和工作领域之间的互动对工作投入的影响。
IF 3 2区 心理学 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-01-10 DOI: 10.1002/smi.3362
I-Shuo Chen

Scholars have extensively used the job demands-resources model to explain the dynamics underlying work engagement and proposed several versions of the model. However, in theoretical terms, nonwork elements have not been incorporated into the model. This study investigated the roles of home demands and resources in the model by testing the boost/buffer hypotheses for work engagement from the perspective of the work-home interface. We demonstrated that (1) the demands of a domain boost the positive impact of resources drawn from another domain on work engagement, (2) the resources of a domain buffer the negative impact of demands derived from another domain on work engagement; and (3) the buffering and boosting effects of home demands and resources impact work engagement. We conducted a diary study on a group of coffee shop employees in Ireland. The results partially supported the proposed hypotheses but nevertheless indicated support for the cross-domain boost/buffer hypotheses with regard to work engagement. The proposed model may serve as a theoretical foundation for research on issues related to the impact of work and nonwork domains on work engagement.

学者们广泛使用工作需求--资源模型来解释工作投入的内在动力,并提出了该模型的多个版本。然而,从理论上讲,该模型尚未纳入非工作要素。本研究通过从工作-家庭界面的角度检验工作投入的促进/缓冲假说,研究了家庭需求和资源在该模型中的作用。我们证明:(1) 一个领域的需求会促进另一个领域的资源对工作投入的积极影响;(2) 一个领域的资源会缓冲另一个领域的需求对工作投入的消极影响;(3) 家庭需求和资源的缓冲和促进作用会影响工作投入。我们对爱尔兰的一组咖啡店员工进行了日记研究。研究结果部分支持了提出的假设,但也表明跨领域促进/缓冲工作投入假设得到了支持。所提出的模型可以作为研究工作和非工作领域对工作投入度影响相关问题的理论基础。
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引用次数: 0
Sleep disorders during the COVID-19 pandemic: Results from the second phase of web-based EPICOVID19 study. COVID-19 大流行期间的睡眠障碍:基于网络的 EPICOVID19 研究第二阶段的结果。
IF 3 2区 心理学 Q2 PSYCHIATRY Pub Date : 2024-08-01 Epub Date: 2024-01-12 DOI: 10.1002/smi.3369
Caterina Trevisan, Antonio De Vincentis, Marianna Noale, Stefania Maggi, Raffaele Antonelli Incalzi, Claudio Pedone, Federica Prinelli, Andrea Giacomelli, Loredana Fortunato, Sabrina Molinaro, Liliana Cori, Fulvio Adorni

The COVID-19 pandemic has induced significant impairments, including sleep disturbances. The present study aimed to explore the impact of fear in relation to stress on sleep disorders among Italian adults and older participants in the second phase of the EPICOVID19 web-based survey (January-February 2021). Sleep disturbances during the pandemic were evaluated using the Jenkins Sleep Scale, perceived stress through the 10-item Perceived Stress Scale and fear of contagion and about economic and job situation with four ad hoc items. The strength of the pathways between stress, sleep disturbances and fear was explored using structural equation modelling, hypothesising that stress was related to sleep disturbances and that fear was associated with both stress and sleep problems. Out of 41,473 participants (74.7% women; mean age 49.7 ± 13.1 years), 8.1% reported sleep disturbances and were more frequently women, employed in a work category at risk of infection or unemployed, and showed higher deprivation scores. Considering an a priori hypotheses model defining sleep and stress scores as endogenous variables and fear as an exogenous variable, we found that fear was associated with sleep problems and stress, and stress was associated with sleep problems; almost half of the total impact of fear on sleep quality was mediated by stress. The impact of stress on sleep quality was more evident in the younger age group, among individuals with a lower socioeconomic status and healthcare workers. Fear related to COVID-19 seem to be associated with sleep disturbances directly and indirectly through stress.

COVID-19 大流行引发了严重的损伤,包括睡眠障碍。本研究旨在探讨恐惧与压力对意大利成年人和参与 EPICOVID19 网络调查第二阶段(2021 年 1 月至 2 月)的老年人睡眠障碍的影响。调查采用詹金斯睡眠量表(Jenkins Sleep Scale)对大流行期间的睡眠障碍进行评估,采用包含 10 个项目的感知压力量表(Perceived Stress Scale)对感知压力进行评估,并采用 4 个临时项目对传染和经济及工作状况的恐惧进行评估。我们利用结构方程模型探讨了压力、睡眠障碍和恐惧之间的关系,并假设压力与睡眠障碍有关,恐惧与压力和睡眠问题有关。在 41 473 名参与者(74.7% 为女性;平均年龄为 49.7 ± 13.1 岁)中,8.1% 的人报告有睡眠障碍,且多为女性、受雇于有感染风险的工种或失业者,并显示出较高的匮乏评分。通过建立一个先验假设模型,将睡眠和压力得分定义为内生变量,将恐惧定义为外生变量,我们发现恐惧与睡眠问题和压力相关,而压力与睡眠问题相关;恐惧对睡眠质量的影响几乎有一半是由压力介导的。压力对睡眠质量的影响在年轻人、社会经济地位较低的人和医疗工作者中更为明显。与 COVID-19 相关的恐惧似乎直接或通过压力间接地与睡眠障碍有关。
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Stress and Health
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