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《COVID-19 限制措施对 HIV 自我检测试剂盒在线销售的影响及其对 HIV 预防的意义:来自中国领先电商平台交易数据的分析》。

The Impact of COVID-19 Restrictions on Online Sales of HIV Self-Test Kits and Implications for HIV Prevention: Analysis of Transaction Data from a Leading E-commerce Platform in China.

机构信息

Shenzhen Campus of Sun Yat-sen University, Shenzhen, People's Republic of China.

School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, People's Republic of China; and.

出版信息

J Acquir Immune Defic Syndr. 2022 Aug 1;90(4):408-417. doi: 10.1097/QAI.0000000000002997.

Abstract

BACKGROUND

The effect of the COVID-19 epidemic on HIV self-testing (HIVST) remains unclear. We aimed to quantify the impact of COVID restrictions on HIVST kit purchasing behaviors in mainland China.

METHODS

Deidentified transaction data were retrieved from a large online shopping platform. An interrupted time series model was constructed to examine the impact of COVID restrictions on the weekly number of anonymous customers purchasing HIVST kits, online orders, and purchased kits.

RESULTS

A total of 2.32 million individuals submitted 4.46 million orders for 4.84 million HIVST kits between January 7, 2016, and April 22, 2020. Compared with expected levels, assuming COVID-19 epidemic and related restrictions had not happened, the number of purchasers, orders, and kits decreased by an estimated 10,500 (51.7%), 18,000 (55.3%), and 18,500 (54.9%) in the first week (January 23, 2020, to January 29, 2020) after COVID restrictions were implemented, respectively. As restrictions eased, the number of purchasers, orders, and kits increased by an average of 7.4%, 4.8%, and 4.9% per week, respectively. In the first week after COVID restrictions were lifted (April 9, 2020, to April 15, 2020), the number of purchasers returned to expected levels, whereas the number of orders and kits were still lower than expected levels. The impact of COVID restrictions on outcomes at the beginning of COVID restrictions and the increasing trends of outcomes were larger among those living in regions with higher COVID-19 incidence (eg, Wuhan city and Hubei province).

CONCLUSIONS

Online sales of HIVST kits were significantly impacted by COVID restrictions, and HIVST kit purchasing patterns returned to expected levels after restrictions were lifted.

摘要

背景

COVID-19 疫情对 HIV 自我检测(HIVST)的影响尚不清楚。我们旨在量化 COVID 限制对中国大陆 HIVST 试剂盒购买行为的影响。

方法

从一个大型在线购物平台中检索匿名交易数据。构建一个中断时间序列模型,以检验 COVID 限制对每周匿名购买 HIVST 试剂盒的客户数量、在线订单和购买试剂盒的影响。

结果

2016 年 1 月 7 日至 2020 年 4 月 22 日,共有 232 万人提交了 446 万份 HIVST 试剂盒订单,总计 484 万份。与预期水平相比,假设 COVID-19 疫情及其相关限制没有发生,在 COVID 限制实施后的第一周(2020 年 1 月 23 日至 1 月 29 日),购买者、订单和试剂盒的数量分别减少了 10500(51.7%)、18000(55.3%)和 18500(54.9%)。随着限制的放宽,购买者、订单和试剂盒的数量每周分别平均增加 7.4%、4.8%和 4.9%。在 COVID 限制解除后的第一周(2020 年 4 月 9 日至 4 月 15 日),购买者的数量恢复到预期水平,而订单和试剂盒的数量仍低于预期水平。在 COVID 限制开始时,COVID 限制对结果的影响以及结果的增加趋势在 COVID-19 发病率较高的地区(例如武汉市和湖北省)更大。

结论

COVID 限制对 HIVST 试剂盒的在线销售产生了重大影响,并且在限制解除后,HIVST 试剂盒购买模式恢复到预期水平。

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