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COVID-19 幸存者中不健康生活方式聚集的性别差异:潜在类别分析。

Sex Differences in Clustering Unhealthy Lifestyles Among Survivors of COVID-19: Latent Class Analysis.

机构信息

Director Office, Thai Nguyen National Hospital, Thai Nguyen, Vietnam.

Training and Direction of Healthcare Activity Center, Thai Nguyen National Hospital, Thai Nguyen, Vietnam.

出版信息

JMIR Public Health Surveill. 2024 Apr 2;10:e50189. doi: 10.2196/50189.

Abstract

BACKGROUND

The COVID-19 pandemic has underscored the significance of adopting healthy lifestyles to mitigate the risk of severe outcomes and long-term consequences.

OBJECTIVE

This study focuses on assessing the prevalence and clustering of 5 unhealthy lifestyle behaviors among Vietnamese adults after recovering from COVID-19, with a specific emphasis on sex differences.

METHODS

The cross-sectional data of 5890 survivors of COVID-19 in Vietnam were analyzed from December 2021 to October 2022. To examine the sex differences in 5 unhealthy lifestyle behaviors (smoking, drinking, unhealthy diet, physical inactivity, and sedentary behavior), the percentages were plotted along with their corresponding 95% CI for each behavior. Latent class analysis was used to identify 2 distinct classes of individuals based on the clustering of these behaviors: the "less unhealthy" group and the "more unhealthy" group. We examined the sociodemographic characteristics associated with each identified class and used logistic regression to investigate the factors related to the "more unhealthy" group.

RESULTS

The majority of individuals (male participants: 2432/2447, 99.4% and female participants: 3411/3443, 99.1%) exhibited at least 1 unhealthy behavior, with male participants being more susceptible to multiple unhealthy behaviors. The male-to-female ratio for having a single behavior was 1.003, but it escalated to 25 for individuals displaying all 5 behaviors. Male participants demonstrated a higher prevalence of combining alcohol intake with sedentary behavior (949/2447, 38.8%) or an unhealthy diet (861/2447, 35.2%), whereas female participants tended to exhibit physical inactivity combined with sedentary behavior (1305/3443, 37.9%) or an unhealthy diet (1260/3443, 36.6%). Married male participants had increased odds of falling into the "more unhealthy" group compared to their single counterparts (odds ratio [OR] 1.45, 95% CI 1.14-1.85), while female participants exhibited lower odds (OR 0.65, 95% CI 0.51-0.83). Female participants who are underweight showed a higher likelihood of belonging to the "more unhealthy" group (OR 1.11, 95% CI 0.89-1.39), but this was not observed among male participants (OR 0.6, 95% CI 0.41-0.89). In both sexes, older age, dependent employment, high education, and obesity were associated with higher odds of being in the "more unhealthy" group.

CONCLUSIONS

The study identified notable sex differences in unhealthy lifestyle behaviors among survivors of COVID-19. Male survivors are more likely to engage in unhealthy behaviors compared to female survivors. These findings emphasize the importance of tailored public health interventions targeting sex-specific unhealthy behaviors. Specifically, addressing unhealthy habits is crucial for promoting post-COVID-19 health and well-being.

摘要

背景

COVID-19 大流行凸显了采取健康生活方式的重要性,以降低出现严重后果和长期影响的风险。

目的

本研究旨在评估 COVID-19 康复后越南成年人中 5 种不健康生活方式行为的流行率和聚类情况,特别关注性别差异。

方法

对 2021 年 12 月至 2022 年 10 月期间越南 5890 名 COVID-19 幸存者的横断面数据进行分析。为了检查 5 种不健康生活方式行为(吸烟、饮酒、不健康饮食、身体活动不足和久坐行为)中的性别差异,绘制了每个行为的百分比及其相应的 95%置信区间。采用潜在类别分析根据这些行为的聚类来识别 2 个不同的个体类别:“较少不健康”组和“较多不健康”组。我们检查了与每个识别出的类别相关的社会人口统计学特征,并使用逻辑回归来研究与“较多不健康”组相关的因素。

结果

大多数人(男性参与者:2447 名中的 2432 名,99.4%;女性参与者:3443 名中的 3411 名,99.1%)至少表现出 1 种不健康行为,男性参与者更容易出现多种不健康行为。男性参与者中存在单一行为的男女比例为 1.003,但存在 5 种行为的比例上升至 25。男性参与者表现出更高的饮酒与久坐行为(2447 名中的 949 名,38.8%)或不健康饮食(2447 名中的 861 名,35.2%)相结合的流行率,而女性参与者则倾向于表现出身体活动与久坐行为(3443 名中的 1305 名,37.9%)或不健康饮食(3443 名中的 1260 名,36.6%)相结合。与单身相比,已婚男性参与者更有可能属于“较多不健康”组(优势比 [OR] 1.45,95%置信区间 1.14-1.85),而女性参与者的可能性较低(OR 0.65,95%置信区间 0.51-0.83)。与正常体重的参与者相比,体重过轻的女性参与者更有可能属于“较多不健康”组(OR 1.11,95%置信区间 0.89-1.39),但男性参与者则没有这种情况(OR 0.6,95%置信区间 0.41-0.89)。在两性中,年龄较大、受雇、高学历和肥胖与较高的“较多不健康”组发生几率相关。

结论

本研究确定了 COVID-19 幸存者中存在明显的性别差异不健康生活方式行为。与女性幸存者相比,男性幸存者更有可能出现不健康行为。这些发现强调了针对特定性别不健康行为制定有针对性的公共卫生干预措施的重要性。具体来说,解决不健康习惯对于促进 COVID-19 后的健康和幸福感至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0cf8/10989720/9b4926d18688/publichealth_v10i1e50189_fig1.jpg

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