Unit of Public Health and Preventive Medicine, School of Medicine, Yokohama City University, Yokohama, Japan.
Graduate School of Technology, Industrial and Social Sciences, Tokushima University, Tokushima, Japan.
JMIR Public Health Surveill. 2022 Mar 8;8(3):e32694. doi: 10.2196/32694.
Lockdowns and stay-at-home orders announced internationally for COVID-19 have led to physical and social distancing, with reports of many individuals experiencing social isolation (SI) and loneliness. Although the emergency declaration in Japan was declared as a "mild" lockdown requested by the government without penalties for violations, the lockdown measures, including SI, had several influences on people's lives and mental health as in other countries. Furthermore, Japan declared a state of emergency multiple times; thus, it is necessary to examine the influence of the transition of SI caused by repeated emergency declarations and the deterioration of mental health associated with these changes.
This study longitudinally investigated the transition of SI and its related factors during the mild lockdown under 2 declared states of emergency in Japan and analyzed psychosocial characteristics by extracting clusters where people with specific transition patterns of SI predominated.
We collected data on 7893 inhabitants (3694 [46.8%] women, 49.6 [SD 13.7] years old) living in the 7 prefectures where the initial emergency declaration was applied. The investigations took place online in the final phase of the first and second states of emergency: phase 1 (between May 11 and 12, 2020) and phase 2 (between February 24 and 28, 2021). Nonparametric Bayesian coclustering was used to visualize the exhaustive interaction structure between the transition pattern of SI and the psychosocial variables.
There were no improvements in social networks and loneliness between the 2 phases, although psychological distress significantly improved and depression slightly decreased. Overall, 3868 (49%) of the 7893 participants remained socially isolated through phases 1 and 2, and 947 (12%) were socially isolated in phase 2, even though they were not socially isolated in phase 1. More participants experienced persistent SI in unmarried, childless, and low-household-income groups. The persistent-SI group had fewer cohabitants than other transition pattern groups. The nonparametric Bayesian coclustering results showed that most clusters, including participants without SI throughout phases 1 and 2, had healthy behaviors, more interactions, good relationships, and less loneliness and psychological stress. Furthermore, the cluster in which relationships deteriorated in phase 1 recovered in phase 2. Comparatively, the clusters with SI throughout phases 1 and 2 were divided into clusters with increased loneliness and psychological stress; clusters were close to participants' average scores in this study. The clusters with increased loneliness and psychological stress were notable for deteriorating relationships and less online interaction.
This study revealed the actual state of transition of SI and related psychological, social, and behavioral factors under repeated declarations of a state of emergency. These results should help construct intervention methods that fit individual characteristics of people in SI during a pandemic.
国际上针对 COVID-19 发布的封锁和居家令导致了身体和社会距离的产生,据报道,许多人经历了社会隔离(SI)和孤独。尽管日本的紧急声明被宣布为政府请求的“温和”封锁,没有违反规定的处罚,但封锁措施,包括 SI,对人们的生活和心理健康产生了与其他国家类似的影响。此外,日本多次宣布进入紧急状态;因此,有必要研究由于多次紧急声明而导致的 SI 转变以及与这些变化相关的心理健康恶化的影响。
本研究纵向调查了日本在两次宣布紧急状态下轻度封锁期间 SI 的转变及其相关因素,并通过提取 SI 转变模式为主导的特定人群聚类来分析心理社会特征。
我们收集了居住在首次紧急声明适用的 7 个县的 7893 名居民(3694 名[46.8%]女性,49.6[SD 13.7]岁)的数据。调查在线进行,分别在第一次和第二次紧急状态的最后阶段进行:第 1 阶段(2020 年 5 月 11 日至 12 日)和第 2 阶段(2021 年 2 月 24 日至 28 日)。非参数贝叶斯 coclustering 用于可视化 SI 转变模式与心理社会变量之间的详尽交互结构。
尽管心理困扰显著改善,抑郁略有下降,但在第 2 阶段,社会网络和孤独感并没有改善。总体而言,7893 名参与者中有 3868 名(49%)在第 1 阶段和第 2 阶段仍处于社会隔离状态,而 947 名(12%)在第 2 阶段处于社会隔离状态,尽管他们在第 1 阶段没有处于社会隔离状态。更多的参与者在未婚、无子女和低收入家庭群体中经历持续的 SI。持续 SI 组的同居者比其他转变模式组少。非参数贝叶斯 coclustering 结果显示,包括第 1 阶段和第 2 阶段均未处于 SI 的参与者在内的大多数聚类都具有健康行为、更多互动、良好关系以及更少的孤独和心理压力。此外,第 1 阶段关系恶化的聚类在第 2 阶段得到了恢复。相比之下,第 1 阶段和第 2 阶段均处于 SI 的聚类分为孤独感和心理压力增加的聚类;聚类与本研究中参与者的平均得分接近。孤独感和心理压力增加的聚类表现为关系恶化和在线互动减少。
本研究揭示了在多次宣布紧急状态下 SI 及其相关心理、社会和行为因素的实际转变情况。这些结果应该有助于构建适合大流行期间处于 SI 状态的人们个体特征的干预方法。