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新冠疫情对葡萄牙中部地区抗抑郁药物消费的影响:中断时间序列分析

Impact of the COVID-19 pandemic on antidepressant consumption in the Central region of Portugal: interrupted time series.

作者信息

Negrão Luciana G, Coelho Catarina, Castel-Branco M Margarida, Figueiredo Isabel V, Fernandez-Llimos Fernando

机构信息

Pharmacology and Pharmaceutical Care Laboratory, Faculty of Pharmacy, University of Coimbra, Coimbra, Portugal.

Administração Regional de Saúde do Centro, IP (ARSC), Coimbra, Portugal.

出版信息

Soc Psychiatry Psychiatr Epidemiol. 2025 Mar;60(3):621-629. doi: 10.1007/s00127-024-02731-0. Epub 2024 Jul 13.

Abstract

PURPOSE

To evaluate the impact of the pandemic on the consumption of antidepressive agents in Central Portugal.

METHODS

To estimate the causal effect of the pandemic an interrupted time series analysis was conducted. Data of antidepressant drugs monthly dispensed in community pharmacies between Jan-2010 and Dec-2021 were provided by the regional Health Administration. Anti-Parkinson dopaminergic agents and statins, theoretically not influenced by COVID-19 pandemics, were used as comparator series. The number of packages was converted into defined daily doses and presented as defined daily doses/1000 inhabitants/day. A Bayesian structural time-series model with CausalImpact on R/RStudio was used to predict the counterfactual. Analyses with different geographical granularity (9 sub-regions and 78 municipalities) were performed.

RESULTS

When compared to counterfactual, regional consumption non-significantly increased after the pandemic declaration, with a relative effect of + 1.30% [95%CI -1.6%:4.2%]. When increasing the granularity, differences appeared between sub-region with significant increases in Baixo Mondego + 6.5% [1.4%:11.0%], Guarda + 4.4% [1.1%:7.7%] or Cova da Beira + 4.1% [0.17%:8.3%], but non-significant variation in the remaining 6 sub-regions. Differences are more obvious at municipality level, ranging from increases of + 37.00% [32.00%:42.00%] to decreases of -11.00% [-17.00%:-4.20%]. Relative impact positively correlated with percentage of elderly in the municipality (r = 0.301; p = 0.007), and negatively with population density (r=-0.243; p = 0.032). No other predicting variables were found.

CONCLUSION

Antidepressant consumption suffered very slight variations at regional level after the COVID-19 pandemic declaration. Analysis with higher granularity allowed identifying municipalities with higher impact (increase or decrease). The absence of clear association patterns suggests other causal hypotheses of the differences.

摘要

目的

评估疫情对葡萄牙中部抗抑郁药消费的影响。

方法

为估计疫情的因果效应,进行了中断时间序列分析。2010年1月至2021年12月社区药房每月配发的抗抑郁药数据由地区卫生管理部门提供。理论上不受新冠疫情影响的抗帕金森多巴胺能药物和他汀类药物用作对照序列。包装数量转换为限定日剂量,并表示为限定日剂量/1000居民/天。使用R/RStudio上具有因果影响的贝叶斯结构时间序列模型来预测反事实情况。进行了不同地理粒度(9个次区域和78个市)的分析。

结果

与反事实情况相比,疫情宣布后该地区的消费量无显著增加,相对效应为+1.30%[95%置信区间-1.6%:4.2%]。当提高粒度时,次区域之间出现差异,蒙德戈下游显著增加+6.5%[1.4%:11.0%],瓜尔达+4.4%[1.1%:7.7%]或贝拉谷+4.1%[0.17%:8.3%],但其余6个次区域无显著变化。在市一级差异更为明显,从增加+37.00%[32.00%:42.00%]到减少-11.00%[-17.00%:-4.20%]。相对影响与市老年人口百分比呈正相关(r=0.301;p=0.007),与人口密度呈负相关(r=-0.243;p=0.032)。未发现其他预测变量。

结论

新冠疫情宣布后,抗抑郁药消费在地区层面变化非常轻微。更高粒度的分析能够识别出影响较大(增加或减少)的市。缺乏明确的关联模式表明存在其他差异的因果假设。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a919/11870879/1f41eee485de/127_2024_2731_Fig1_HTML.jpg

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