Hori Kentaro, Yamada Yosuke, Namba Hideyuki, Kimura Misaka, Fujita Hiroyuki, Date Heiwa
Faculty of Data Science, Shiga University, 1-1-1 Banba, Hikone City, 522-8522, Japan, 81 09080737007.
Department of Physical Activity Research, National Institutes of Biomedical Innovation, Health and Nutrition, Settsu City, Japan.
JMIR Form Res. 2025 Jun 10;9:e65204. doi: 10.2196/65204.
BACKGROUND: The socioeconomic impact of the COVID-19 pandemic has severely affected individuals' mental health. However, the factors that mitigate or exacerbate the mental health effects of economic deterioration remain underexplored. OBJECTIVE: This paper analyzes survey data from the second wave of the COVID-19 pandemic in Japan, a period during which women workers were reported to be economically and psychologically vulnerable. The analysis examined factors that mitigate or amplify the impact of COVID-19-induced economic deterioration on mental health, testing 3 hypotheses based on the conservation of resources theory and the stress buffering model: the negative impact of economic deterioration on mental health is greater for individuals with less social support compared to those with more social support (hypothesis 1); the negative impact of economic deterioration on mental health is greater for individuals experiencing more negative interactions compared to those experiencing fewer (hypothesis 2); and the buffering effect of social support is stronger in women than in men, with women receiving less social support experiencing greater mental health impacts from economic deterioration (hypothesis 3). METHODS: A web-based survey was conducted by an internet research company in Japan from June to July 2020. A balanced sample of 250 men and 250 women was recruited from each of the following age groups: 20-29, 30-39, 40-49, 50-59, 60-69, and 70-79 years. The analysis focused on working men and women aged 20-50 years (n=1238). Psychological distress was measured using the K6 scale. Economic deterioration was defined as a decrease in income compared to the prepandemic levels, and scales for social support and negative interactions were included. Logistic regression analysis was performed, using K6≥9 as the dependent variable, with interaction terms for each hypothesis sequentially incorporated. RESULTS: In the best-fitting model determined by the Bayesian Information Criterion, a significant association was observed between the interaction of COVID-19-induced economic deterioration and social support with K6 scores (odds ratio [OR] 0.90, 95% CI 0.81-0.99). However, in other models, the interaction between economic deterioration and negative interactions (OR 1.01, 95% CI 0.90-1.13) as well as the 3-way interaction involving economic deterioration, social support, and gender (OR 1.13, 95%CI 0.92-1.39) were not significant. The average marginal effect of economic deterioration was statistically significant for social support scores ranging from 4 to 10. The average marginal effect was 0.11 when social support was 4 (95% CI 0.03-1.20; P=.009) and 0.028 when social support was 10 (95% CI 0.00-0.06; P=.047). CONCLUSIONS: The adverse impact of economic deterioration on mental health was more pronounced among individuals with lower levels of social support. These findings support hypothesis 1.
背景:新冠疫情的社会经济影响严重影响了个人心理健康。然而,减轻或加剧经济恶化对心理健康影响的因素仍未得到充分探索。 目的:本文分析了日本新冠疫情第二波期间的调查数据,据报道,在此期间职业女性在经济和心理上较为脆弱。该分析研究了减轻或放大新冠疫情导致的经济恶化对心理健康影响的因素,基于资源守恒理论和压力缓冲模型检验了3个假设:与社会支持较多的个体相比,社会支持较少的个体受经济恶化对心理健康的负面影响更大(假设1);与负面互动较少的个体相比,负面互动较多的个体受经济恶化对心理健康的负面影响更大(假设2);社会支持的缓冲作用在女性中比在男性中更强,社会支持较少的女性受经济恶化对心理健康的影响更大(假设3)。 方法:2020年6月至7月,一家日本互联网研究公司开展了一项基于网络的调查。从以下每个年龄组(20 - 29岁、30 - 39岁、40 - 49岁、50 - 59岁、60 - 69岁和70 - 79岁)中各招募250名男性和250名女性,组成一个均衡样本。分析聚焦于20 - 50岁的在职男性和女性(n = 1238)。使用K6量表测量心理困扰程度。经济恶化定义为与疫情前水平相比收入减少,并纳入了社会支持和负面互动量表。进行逻辑回归分析,以K6≥9作为因变量,并依次纳入每个假设的交互项。 结果:在由贝叶斯信息准则确定的最佳拟合模型中,观察到新冠疫情导致的经济恶化与社会支持的交互作用与K6得分之间存在显著关联(优势比[OR] 0.90,95%置信区间0.81 - 0.99)。然而,在其他模型中,经济恶化与负面互动之间的交互作用(OR 1.01,95%置信区间0.90 - 1.13)以及涉及经济恶化、社会支持和性别的三向交互作用(OR 1.13,95%置信区间0.92 - 1.39)均不显著。对于社会支持得分在4至10之间的情况,经济恶化的平均边际效应具有统计学意义。当社会支持为4时,平均边际效应为0.11(95%置信区间0.03 - 1.20;P = 0.009),当社会支持为10时,平均边际效应为0.028(95%置信区间0.00 - 0.06;P = 0.047)。 结论:社会支持水平较低的个体受经济恶化对心理健康的不利影响更为明显。这些发现支持假设1。
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