Work from home

在家工作
  • 文章类型: Journal Article
    COVID-19大流行的出现导致孟加拉国个人采用远程办公方式。该研究的目的是确定在COVID-19大流行封锁期间在家工作的孟加拉国就业妇女的工作满意度和绩效水平。
    在达卡市不同职业的女雇员中进行了一项横断面研究。明尼苏达满意度问卷(MSQ)用于衡量工作满意度。工作安排满意度和自我报告绩效由两个单独的子量表衡量,每个子量表包含五个项目。对118名就业妇女的反应进行了描述性统计分析,皮尔逊卡方检验,独立的t检验,单向方差分析,通过社会科学统计软件包(SPSS)进行皮尔逊相关性检验,版本26
    调查结果表明,51.7%的女性对MSQ量表有很高的满意度;61.9%的女性对她们在家中的工作安排表示高度满意,66.9%的女性表现良好。工作满意度与儿童数量和家庭成员数量显着相关。工作满意度与总工作经验和工作安排之间存在正相关关系。工作绩效与高等教育学历密切相关。显示了工作满意度与绩效之间的统计显着关联。
    这项研究的结果表明,在COVID-19大流行期间在家工作的女性员工的工作满意度和绩效水平很高。这些发现鼓励组织为就业妇女制定更多的远程工作替代政策,以帮助她们在工作责任和家务之间保持平衡。
    UNASSIGNED: The emergence of the COVID-19 pandemic led to the adoption of telework modalities by individuals in Bangladesh. The study\'s objective was to determine the job satisfaction and performance level of employed Bangladeshi women working from home during the COVID-19 pandemic lockdown.
    UNASSIGNED: A cross-sectional study was conducted among women employees of different professions in Dhaka city. The Minnesota Satisfaction Questionnaire (MSQ) was used to measure job satisfaction. Work arrangement satisfaction and self-reported performance were measured by two separate subscales which contain five items each. Responses from 118 employed women were analyzed using descriptive statistics, Pearson Chi-square tests, Independent t-tests, one-way analysis of variance, and Pearson Correlation tests through the Statistical Package for Social Science (SPSS), version 26.
    UNASSIGNED: The findings indicated that 51.7% of women reported a high degree of satisfaction on the MSQ scale; 61.9% expressed high satisfaction with their work arrangements at home and 66.9% reported a high level of performance. Job satisfaction was significantly associated with the number of children and the number of family members. A positive association was found between job satisfaction and total working experience and work arrangements. Work performance was strongly associated with higher educational qualifications. A statistically significant association between job satisfaction and performance was revealed.
    UNASSIGNED: The findings from this study indicated a high degree of job satisfaction and a high level of performance found in women employees who worked from home during the COVID-19 pandemic. These findings encourage organizations to foster more policies for telework alternatives for employed women to help them keep a balance between work responsibilities and household chores.
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  • 文章类型: Journal Article
    在COVID-19大流行开始时,许多工作场所过渡到远程工作,改变了生活方式。我们进行了一项荟萃分析,以了解由于大流行而导致的向在家工作的过渡是否影响了全球范围内的工人的身体活动和久坐行为。我们回顾了2019年11月至2022年5月发表的文章。在最初的3485篇文章中,总共包括17个,17个中的15个被纳入他们的身体活动(PA)比较(n=36,650),17个中的12个(n=57,254)被纳入他们的久坐行为(SB)比较(10个研究有PA和SB的数据)。这项工作是通过PROSPERO(CRD42022356000)注册的。在家工作导致PA显著降低(Hedge\sg=-0.29,95%CI[-0.41,-0.18])和SB增加(Hedge\sg=+0.36,95%CI[0.20,0.52])。在家工作的预防性活动行为受损,随着工作的未来超越大流行,这些结果与工人健康相关。
    At the start of the COVID-19 pandemic, many workplaces transitioned to remote work, which altered lifestyle behaviors. We conducted a meta-analysis to understand if the transition to working from home due to the pandemic affected workers\' physical activity and sedentary behavior worldwide. We reviewed articles published between November 2019 and May 2022. Of an initial 3485 articles, a total of 17 were included, 15 of 17 were included for their physical activity (PA) comparisons (n = 36,650), and 12 of 17 (n = 57,254) were included for their sedentary behavior (SB) comparisons (10 studies have data for both PA and SB). This work is registered through PROSPERO (CRD42022356000). Working from home resulted in a significant decrease in PA (Hedge\'s g = -0.29, 95% CI [-0.41, -0.18]) and an increase in SB (Hedge\'s g = +0.36, 95% CI [0.20, 0.52]). Working from home impaired preventative activity behaviors, and these results are relevant to worker health as the future of work evolves beyond the pandemic.
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  • 文章类型: Journal Article
    简介由于COVID-19大流行,全球转向在家工作,导致人们担心久坐行为增加及其对工作投入的潜在影响,员工福祉和组织生产力的关键因素。这项研究旨在探讨大流行后工作环境中日本工人的久坐时间与工作敬业度之间的关系。方法这项横断面分析利用了日本COVID-19和社会互联网调查(JACSIS)的数据,在COVID-19大流行期间之后,于2023年9月至11月进行。参与者包括18岁以上的就业人员,不包括国内职业。久坐的时间和工作投入是自我报告和分类的。Logistic回归分析调整了社会经济地位等混杂因素,工作特点,心理和身体健康被用来探索这种关联。结果研究发现,久坐时间较长与工作投入水平较低之间存在显着关联。特别是,对于办公桌工人来说,久坐时间越长与工作参与度越低(久坐时间,与参考类别\"<4小时/天\"相比,4至<8h:OR1.42,95%CI:1.25-1.60;8至<12h:OR1.77,95%CI:1.55-2.01;≥12h或未知:OR2.14,95%CI:1.80-2.51)。敏感性分析证实,这些结果对不同的工作投入定义是稳健的。此外,根据特定特征分类的桌面工作人员亚组的分析表明,担任非管理职位且每周在家工作4天以上的全职工作人员与长期久坐行为和低工作投入的相关性更强(在非经理的全职工作人员组中,久坐的时间,与参考类别\"<4小时/天\"相比,4至<8小时:OR2.14,95%CI:1.52-3.00;8至<12小时:OR2.10,95%CI:1.46-3.00;≥12小时或未知:OR3.32,95%CI:1.99-6.05;在每周在家工作频率≥4天的人群中,久坐的时间,与参考类别\"<4小时/天\"相比,4至<8h:OR1.46,95%CI:0.99-2.16;8至<12h:OR1.73,95%CI:1.19-2.56;≥12h或未知:OR2.41,95%CI:1.58-3.67)。结论这项研究显示,在COVID-19大流行后,日本工人的久坐时间与低工作投入之间存在显着关联。在未来,需要前瞻性研究来确认两者之间的因果关系,使用更有效的久坐行为测量。
    Introduction The global shift toward working from home due to the COVID-19 pandemic has led to concerns about increased sedentary behavior and its potential impact on work engagement, a critical factor for employee well-being and organizational productivity. This study aims to explore the association between sedentary time and work engagement among workers in Japan in the post-pandemic work environment. Methods This cross-sectional analysis utilized data from the Japan COVID-19 and Society Internet Survey (JACSIS), conducted from September to November 2023, after the COVID-19 pandemic period. Participants included employed individuals over 18 years, excluding those in domestic occupations. Sedentary time and work engagement were self-reported and categorized. Logistic regression analysis adjusted for confounders such as socioeconomic status, work characteristics, and mental and physical health was employed to explore this association. Results The study found a significant association between longer sedentary time and lower levels of work engagement. In particular, for desk workers, longer sedentary time was associated with lower work engagement (sedentary time, compared to the reference category \"<4 hours/day\", 4 to <8 h: OR 1.42, 95% CI: 1.25-1.60; 8 to <12 h: OR 1.77, 95% CI: 1.55-2.01; ≥12 h or unknown: OR 2.14, 95% CI: 1.80-2.51, respectively). Sensitivity analysis confirmed that these results are robust to different definitions of work engagement. Furthermore, analyses in subgroups of desk workers classified according to specific characteristics suggested that desk workers who are full-time workers in non-managerial positions and work from home ≥4 days per week were more strongly associated with prolonged sedentary behavior and low work engagement (in the group of full-time workers who were non-managers, sedentary time, compared to the reference category \"<4 hours/day\", 4 to <8 h: OR 2.14, 95% CI: 1.52-3.00; 8 to <12 h: OR 2.10, 95% CI: 1.46-3.00; ≥12 h or unknown: OR 3.32, 95% CI: 1.99-6.05; in those with work-from-home frequency of ≥4 days weekly, sedentary time, compared to the reference category \"<4 hours/day\", 4 to <8 h: OR 1.46, 95% CI: 0.99-2.16; 8 to <12 h: OR 1.73, 95% CI: 1.19-2.56; ≥12 h or unknown: OR 2.41, 95% CI: 1.58-3.67). Conclusions This study revealed a significant association between sedentary time and low work engagement among workers in Japan after the COVID-19 pandemic. In the future, prospective studies are needed to confirm the causal associations between the two, using more validated measures of sedentary behavior.
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  • 文章类型: Journal Article
    致命的大流行COVID-19使世界陷入停顿。由于全球封锁,经济严重受损。每个人都担心会面临的后果。由于这场大流行,发生了许多前所未有的变化。人们将自己限制在家中,以保持社交距离并减轻风险因素。这给个人或劳动力带来了许多挑战,很多时候工作都受到了影响。
    探索工作模式的当前和变化,并评估在家工作的专业人员的整体生活质量。
    通过在线平台分发结构化问卷进行了横断面研究。采用滚雪球采样方法。完全正确,520名受访者参与了这项研究。
    在520名参与者中,男性占57.9%,女性占41.3%。大多数(男性占45.8%,女性占40.9%)从事软件或IT公司。从事行政管理的男性比例更高(6%),建筑(10%)和运输(5.3%)部门,而更多的女性从事金融(10.7%)和法律(3.3%)部门。73.1%的男性每天工作超过12小时,而女性只有26.9%。随着工作时间的减少,参与者的总体生活质量显著提高,P=0.008.对于那些工作与生活平衡适度增加的人来说,近半数参与者的整体生活质量在50%~75%之间(P<0.001).
    为了提高工作场所的效率,应该制定明确的法律来保护在家工作的专业人员的精神和整体福祉。为了推广结果,需要在该领域进行详尽的研究。
    UNASSIGNED: The deadly pandemic COVID-19 has brought the world to a standstill. Due to worldwide lockdown, economy was severely compromised. Everyone was in fear of the consequences that would be faced. Many unprecedented changes happened because of this pandemic. People confined themselves at home to maintain social distancing and mitigation of risk factors. This posed many challenges to the individuals or work force with, and many times the work was compromised.
    UNASSIGNED: To explore the current and changes in work pattern and to assess the overall quality of life of professionals working from home.
    UNASSIGNED: A cross-sectional study was conducted by circulating a structured questionnaire through online platform. A snowball sampling method was adopted. Totally, 520 respondents participated in this study.
    UNASSIGNED: Out of 520 participants, males accounted for 57.9% and 41.3% were females. Majority (45.8% males and 40.9% females) were engaged in the software or IT companies. A higher proportion of males were engaged in administration (6%), architecture (10%) and transportation (5.3%) sector, whereas more females were engaged in finance (10.7%) and law (3.3%) sector. 73.1% males worked for more than 12 hours a day in contrast to only 26.9% of females. As the working hours are reducing, the overall quality of life of the participants was increasing significantly with P = 0.008. For those with moderately increased work-life balance, near about half of the participants had overall quality of life between 50 and 75% (P < 0.001).
    UNASSIGNED: In order to increase efficiency at work place, definite laws should be in place to protect the mental as well as overall well-being of professionals working from home. Elaborative research in this field is required in order to generalize the results.
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  • 文章类型: Journal Article
    本研究调查了生活环境因素与满意度的关系,工作参与,感知生产力,和远程工作者之间的压力。
    考虑到自大流行爆发以来远程办公的增加,该研究旨在确定如何为远程办公工人创造最佳环境。
    通过多元回归分析检验这些因素之间的关系,对远程办公工作环境进行了全面调查,包括物理方面和设施以及生活方式节奏和与室友的关系。在这样做的时候,作者确定了创造更有利的生活环境的措施。使用SHEL模型的框架从各种角度检查远程工作人员的工作环境:软件(工作内容,生活方式,等。),硬件(家具,设备,等。),环境(室内环境),和Liveware(与与工人一起居住的家庭成员的关系)。
    结果表明,积极因素,如满意度和工作投入,受工作自主性程度和专用于个人使用的工作空间的可用性的强烈影响。消极方面,如压力,受到环境噪声的显著影响,由于家务中断,和使用符合人体工程学的家具。
    UNASSIGNED: This study investigates the relationship of living environment factors with satisfaction, work engagement, perceived productivity, and stress among teleworkers.
    UNASSIGNED: Given the increase in telecommuting since the onset of the pandemic, the study aims to identify how to create an optimum environment for telecommuting workers.
    UNASSIGNED: By examining the relationships among these factors via multiple regression analysis, a comprehensive investigation of the telecommuting working environment is conducted, encompassing physical aspects and facilities as well as lifestyle rhythms and relationships with housemates. In doing so, the author identifies measures to create a more favorable living environment. The work environment of remote workers is examined from various perspectives using the framework of the SHEL model: Software (work content, lifestyle, etc.), Hardware (furniture, equipment, etc.), Environment (indoor environment), and Liveware (relationships with family members who reside with the worker).
    UNASSIGNED: The results suggest that positive factors, such as satisfaction and work engagement, are strongly influenced by the degree of job autonomy and the availability of a workspace dedicated to personal use. Negative aspects, such as stress, are significantly impacted by environmental noise, interruptions due to household tasks, and the use of ergonomic furniture.
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  • 文章类型: Journal Article
    性别角色要求妇女将更多时间用于非市场劳动,例如育儿和家庭责任。因此,劳动力市场阻碍了女性与男性竞争的能力,他们的时间不太受制于非市场工作的要求。结果是男女之间的表现差距。为了获得更有效地执行市场和非市场工作的灵活性,许多妇女选择自雇人士,在家经营企业。使用大量的美国公司样本,我们发现,选择在家经营自己的企业的女性能够缩小男性和女性企业家之间的业绩差距。简单的英语摘要妇女通过在家经营企业来部分克服社会劣势。女性企业主通过在家工作实现了巨大的协同作用,使她们能够缩小与男性的业绩差距。对600,000多家小企业的分析表明,男性经营的企业与女性经营的企业之间的绩效差距很大。先前的研究表明,由于社会对女性履行家务或提供育儿的时间的要求,男性比女性享有结构优势。我们发现,女性能够通过在家经营企业来缩小由此产生的绩效差距,为他们提供更多的灵活性来管理他们的时间。我们的论文指出,通过赋予更大灵活性或更公平或更有效地分配家务劳动的政策来支持妇女拥有的企业可以提高经济效率。
    在线版本包含补充材料,可在10.1007/s11187-022-00713-7获得。
    Gender roles demand that women devote more time to non-market labor such as childcare and household responsibilities. Therefore, the labor market hinders women\'s ability to compete with their male counterparts, whose time is less subject to the demands of non-market work. The result is a performance gap between men and women. To obtain the flexibility to more efficiently perform both their market and non-market work, many women choose to be self-employed and operate their businesses from home. Using a large sample of US firms, we find that women who choose to operate their own businesses from home are able to narrow the performance gap between men and women entrepreneurs. Plain English Summary Women partially overcome societal disadvantages by running businesses from home. Women business owners achieve significant synergies by working from home that enable them to narrow the gap in performance relative to men. An analysis of over 600,000 small businesses reveals that there is a significant gap in performance between businesses run by men versus those run by women. Prior research shows that men enjoy structural advantages over women due to society\'s demands on women\'s time to perform household duties or provide childcare. We find that women are able to narrow the resulting performance gap by operating their businesses from home, providing them increased flexibility to manage their time. Our paper indicates that supporting women-owned businesses with policies that grant greater flexibility or more equitably or efficiently distribute household work can improve economic efficiency.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s11187-022-00713-7.
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  • 文章类型: Journal Article
    在COVID-19大流行期间,许多公司开始在在家工作的环境中工作(WFH)。这项研究的重点是大流行期间WFH与小企业绩效之间的关系。我们建立了一个基于企业利润最大化的理论框架,编制了最新的(3月至11月)实时每日和每周多面数据集,和经验估计的固定效应面板数据,分数logit,和多层次混合效应模型来检验我们的假设。我们发现,在WFH率较高的州,小企业在行业变化的情况下整体表现更好,控制当地的大流行,经济,人口统计学,和政策因素。我们还发现,即使在家庭订单(SHO)被撤销后,WFH率也会上升。WFH在大流行中的现成技术和实践,我们强大的经验证实了我们的理论和假设,并证明WFH是一种潜在的力量,可以加速“创造性破坏”实例并永久影响产业结构和人们的工作生活。
    在大流行中,在家工作(WFH)作为银色衬里和“创造性破坏”的兴起:WFH帮助小企业在行业变化中表现更好,并在留在家中的订单结束后继续闪耀。这项研究的重点是在COVID-19大流行期间,在家工作(WFH)对小企业绩效的作用。我们建立了基于公司利润最大化的理论框架,并将WFH确定为合理的业务选择。然后我们编译了一个实时的多面数据集,估计的面板固定效应,分数logit,和多层次混合效应模型,并发现(1)WFH率较高的州的小企业在行业变化的情况下表现更好,控制当地大流行和社会经济因素;(2)取消居家订单后,WFH率增加。我们的研究表明,WFH是一种潜在的“创造性破坏”力量,可能会加快我们技术就绪的WFH的采用,并永久影响产业结构和人们的工作生活。
    UNASSIGNED: During the COVID-19 pandemic, many firms began operating in a working-from-home environment (WFH). This study focuses on the relationship between WFH and small business performance during the pandemic. We built a theoretical framework based on firm profit maximization, compiled an up-to-date (March through November) real-time daily and weekly multifaceted data set, and empirically estimated fixed-effect panel data, fractional logit, and multilevel mixed effects models to test our hypotheses. We find that in states with higher WFH rates, small businesses performed better overall with industry variations, controlling for the local pandemic, economic, demographic, and policy factors. We also find that WFH rates increased even after stay-at-home orders (SHOs) were rescinded. With the ready technology and practice of WFH in the pandemic, our robust empirics confirm our theory and hypotheses and demonstrate WFH as a potential force that may expedite \"creative destruction\" instance and permanently impact industrial structure and peoples\' work lives.
    UNASSIGNED: The Rise of Working from Home (WFH) as a Silver Lining and \"Creative Destruction\" in the Pandemic: WFH Helps Small Businesses Perform Better with Industry Variations and Continues to Shine after Stay-at-Home Orders Ended. This study focuses on the role of working from home (WFH) for small business performance during the COVID-19 pandemic. We built a theoretical framework based on firm profit maximization and identified WFH as a rational business choice. We then compiled a real-time multifaceted data set, estimated panel fixed-effect, fractional logit, and multilevel mixed effects models, and find that (1) small businesses in states with higher WFH rates performed better with industry variations, controlling for local pandemic and socioeconomic factors; and (2) WFH rates increased after stay-at-home orders were rescinded. Our study demonstrates WFH as a potential \"creative destruction\" force that may expedite our technologically ready WFH adoption and permanently impact industrial structure and peoples\' work lives.
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  • 文章类型: Journal Article
    本文考虑了COVID-19大流行期间的工作报告如何作为一个话语领域来运作,挑战了新自由主义的意识形态运作。通过记录大流行第一年面临的风险和压力,报告开始质疑新自由主义资本主义在社会上是不可持续的。借鉴了151篇长篇文章和评论的语料库,我们展示了新闻话语是如何在不同类别的工人和牵连机构之间构建关系的,因为他们未能适当减轻与COVID-19相关的风险,尽管这些话语主要集中在在家工作的专业人员身上。由于报告证实了大流行作为社会事实所揭示的反复性,它挑战了巩固新自由主义意识形态的假设,尽管在大流行之后,新闻业是否会在话语上重新集中新自由主义逻辑还有待观察。
    This article considers how reporting about work during the COVID-19 pandemic operated as a field of discourse that challenged the ideological workings of neoliberalism. By documenting the risks and stresses workers of all classes faced during the first year of the pandemic, the reporting began to question neoliberal capitalism as socially unsustainable. Drawing on a corpus of 151 long-form articles and commentary, we show how journalistic discourse structured relationships between different classes of workers and implicated institutions for failing to properly mitigate the risks associated with COVID-19, even though the discourse largely centered on professionals working from home. As the reporting substantiated the precarities revealed by the pandemic as social facts, it challenged presumptions that undergird neoliberal ideologies, though it remains to be seen whether journalism will discursively re-center neoliberal logics in the wake of the pandemic.
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  • 文章类型: Journal Article
    目的:在家工作(WFH)会增加睡眠障碍。然而,只有少数研究在考虑工作-家庭冲突(WFC)和2019年冠状病毒病(COVID-19)带来的变化的同时,研究了WFH与睡眠障碍之间的联系.这项研究旨在检查WFH与睡眠障碍之间的关系,考虑到WFC,并评估了这种关联在COVID-19大流行期间的变化。
    方法:我们使用了第五次和第六次韩国工作条件调查的数据。使用倾向评分匹配选择WFH工人和对照组。使用条件逻辑回归分析来估计WFH组和对照组睡眠障碍的比值比(OR)和95%置信区间(CI)。
    结果:在COVID-19大流行之前(4.26,3.59-5.05)和期间(1.52,1.26-1.83),在家工作的工人的睡眠障碍的OR值(95%CIs)明显更高。当被WFC分层时,这种关联仅在COVID-19之前患有WFC的工人中显著。然而,在COVID-19期间,WFC工人的相关性并不显著。
    结论:WFH与COVID-19之前工人的睡眠障碍显着相关,但在COVID-19大流行期间未观察到这种关联。考虑到WFC在这个协会中扮演的重要角色,公司在采用WFH实践时应提供家庭友好的WFH环境。
    UNASSIGNED: Work from home (WFH) can increase sleep disturbances. However, only few studies have examined the connection between WFH and sleep disturbance while considering work-family conflict (WFC) and the changes brought about by the COVID-19 pandemic. This study aimed to examine the association between WFH and sleep disturbance, considering WFC, and assess how this association changed during the COVID-19 pandemic.
    UNASSIGNED: We used data from the fifth and sixth Korean Working Conditions Survey. WFH workers and a control group were selected using propensity score matching. Conditional logistic regression analysis was used to estimate the odds ratios (ORs) with 95% CIs for sleep disturbance in the WFH and control groups.
    UNASSIGNED: The workers working from home showed significantly higher ORs for sleep disturbance before (4.26; 95% CI, 3.59-5.05) and during (1.52; 95% CI, 1.26-1.83) the COVID-19 pandemic. When stratified by WFC, the association was significant only in the workers with WFC before COVID-19. However, the association was not significant during COVID-19 among the workers with WFC.
    UNASSIGNED: WFH was significantly associated with sleep disturbance among workers before COVID-19, but this association was not observed during the COVID-19 pandemic. Considering the significant role that WFC plays in this association, companies should provide a family-friendly WFH environment when adopting WFH practices.
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  • 文章类型: Clinical Study
    确定在COVID-19规范化预防和控制过程中在家工作的医院管理人员的关键心理健康和改善因素。
    该调查于2023年5月至6月进行,采用目的性抽样收集了33名医院管理人员的实践经验。该研究检查了一系列心理健康因素系统。利用决策试验与评价实验室(DEMATEL)方法构建了各因素之间的关系结构。最后,通过基于DEMATEL的分析网络过程,使用每个因素的影响权重对结构进行了转换。
    关于影响权重,医院管理者心理健康的关键因素主要是“缺乏协调,\"\"时间管理问题,\"和\"工作与生活的不平衡。“有影响力的网络关系图表明,可以通过解决“不正确的准则”来进行改进,\“\”由于在家而懒惰,\"和\"工作不安全感\",因为它们是影响的主要来源。网络结构和权重的结果的可靠性水平为98.79%(即,差距为1.12%<5%)。
    本研究提出的基于DEMATEL的网络分析模型可以从多维和多方向的角度评估大流行期间医院管理者的心理健康因素,可能有助于改善心理健康问题,为医院管理者提供建议。
    To identify the key mental health and improvement factors in hospital administrators working from home during COVID-19 normalization prevention and control.
    The survey was conducted from May to June 2023, and the practical experiences of 33 hospital administrators were collected using purposive sampling. The study examined a set of mental health factor systems. The relationship structure between the factors was constructed using the Decision-making Trial and Evaluation Laboratory (DEMATEL) method. Finally, the structure was transformed using the influence weight of each factor via the DEMATEL-based Analytic Network Process.
    Regarding influence weight, the key mental health factors of hospital administrators are mainly \"lack of coordination,\" \"time management issues,\" and \"work-life imbalances.\" The influential network relation map shows that improvements can be made by addressing \"improper guidelines,\" \"laziness due to being at home,\" and \"job insecurity\" because they are the main sources of influence. The reliability level of the results for the network structure and weight was 98.79% (i.e., the gap was 1.12% < 5%).
    The network analysis model based on DEMATEL proposed in this study can evaluate the mental health factors of hospital administrators during the pandemic period from a multidimensional and multidirectional perspective and may help improve mental health problems and provide suggestions for hospital administrators.
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