通过在线兴趣监测普瑞巴林的使用:使用谷歌搜索和消费数据的趋势分析。

IF 2 4区 医学 Q3 PSYCHIATRY
Indian Journal of Psychiatry Pub Date : 2025-09-01 Epub Date: 2025-09-16 DOI:10.4103/indianjpsychiatry_401_25
Abhishek Ghosh, Simranjit Kaur, Shinjini Choudhury
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引用次数: 0

摘要

背景:谷歌Trends (GT)提供了实时监测普瑞巴林相关在线兴趣的新方法。目的:我们研究了GT捕获的普瑞巴林在线兴趣是否可以近似时间趋势,并与全球和印度普瑞巴林的跨国和州一级消费模式相关。方法:从全球和印度数据(2008-2018)的GT中检索“普瑞巴林”的相对搜索量(RSV)。消费数据来自IQVIA-MIDAS数据库,并以每天每10,000名居民的定义日剂量(DDD/TID)表示。对于印度,由于缺乏邦一级的普瑞巴林消费数据,使用阿片类药物和镇静剂使用的流行率作为代理指标。时间趋势分析采用局部加权散点图平滑,变化点分析和交叉相关函数(CCF)与滞后回归。Pearson的相关性评估了42个国家(2018年)和32个印度邦(2019年)RSV与消费数据之间的横断面关联。结果:全球在线对普瑞巴林的兴趣随着时间的推移显著增加(F = 202.28, P < 0.0001)。CCF分析显示,在滞后0时相关性最强(XCF = 0.98, P < 0.0001),表明在线搜索兴趣和实际消费同时发生在同一年。RSV和普瑞巴林的摄入量在不同国家之间存在适度相关(r = 0.44, P = 0.003)。在印度,州级RSV与阿片类药物(r = 0.44, P = 0.01)和镇静剂(r = 0.37, P = 0.04)的使用中度相关。结论:GT在监测与普瑞巴林相关的在线兴趣方面具有潜在作用,可以作为公众参与或意识的间接指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Monitoring pregabalin use through online interest: A trend analysis using google search and consumption data.

Monitoring pregabalin use through online interest: A trend analysis using google search and consumption data.

Monitoring pregabalin use through online interest: A trend analysis using google search and consumption data.

Monitoring pregabalin use through online interest: A trend analysis using google search and consumption data.

Background: Google Trends (GT) offers the novel approach for real-time monitoring of pregabalin-related online interest.

Aim: We examined whether the online interest in pregabalin captured by GT could approximate temporal trends and correlate with cross-national and state-level patterns of pregabalin consumption globally and in India.

Methods: Relative Search Volume (RSV) for "pregabalin" was retrieved from GT for global and Indian data (2008-2018). Consumption data were sourced from the IQVIA-MIDAS database and expressed as defined daily doses per 10,000 inhabitants per day (DDD/TID). For India, in the absence of state-level pregabalin consumption data, prevalence of opioid and sedative use was used as proxy indicators. Temporal trends were analyzed using Locally Weighted Scatterplot Smoothing, changepoint analysis, and cross-correlation function (CCF) with lagged regression. Pearson's correlation assessed cross-sectional associations between RSV and consumption data across 42 countries (2018) and 32 Indian states (2019).

Results: Online interest in pregabalin increased significantly over time globally (F = 202.28, P < 0.0001). CCF analysis showed strongest association at lag 0 (XCF = 0.98, P < .0001), indicating that online search interest and actual consumption occurred concurrently in the same year. RSV and pregabalin consumption were modestly correlated across countries (r = 0.44, P = 0.003). In India, state-level RSV moderately correlated with opioid (r = 0.44, P = 0.01) and sedative (r = 0.37, P = 0.04) use.

Conclusion: GT has a potential role in monitoring online interest related to pregabalin, which may serve as an indirect indicator of public engagement or awareness.

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来源期刊
Indian Journal of Psychiatry
Indian Journal of Psychiatry Medicine-Psychiatry and Mental Health
CiteScore
4.40
自引率
3.20%
发文量
130
审稿时长
34 weeks
期刊介绍: The Indian Journal of Psychiatry (ISSN 0019-5545), is an official publication of the Indian Psychiatric Society. It is published Bimonthly with one additional supplement (total 5 issues). The IJP publishes original work in all the fields of psychiatry. All papers are peer-reviewed before publication. The issues are published Bimonthly. An additional supplement is also published annually. Articles can be submitted online from www.journalonweb.com . The journal provides immediate free access to all the published articles. The journal does not charge the authors for submission, processing or publication of the articles.
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