{"title":"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。","authors":"Abhishek Ghosh, Simranjit Kaur, Shinjini Choudhury","doi":"10.4103/indianjpsychiatry_401_25","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Google Trends (GT) offers the novel approach for real-time monitoring of pregabalin-related online interest.</p><p><strong>Aim: </strong>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.</p><p><strong>Methods: </strong>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).</p><p><strong>Results: </strong>Online interest in pregabalin increased significantly over time globally (F = 202.28, <i>P</i> < 0.0001). CCF analysis showed strongest association at lag 0 (XCF = 0.98, <i>P</i> < .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, <i>P</i> = 0.003). In India, state-level RSV moderately correlated with opioid (r = 0.44, <i>P</i> = 0.01) and sedative (r = 0.37, <i>P</i> = 0.04) use.</p><p><strong>Conclusion: </strong>GT has a potential role in monitoring online interest related to pregabalin, which may serve as an indirect indicator of public engagement or awareness.</p>","PeriodicalId":13345,"journal":{"name":"Indian Journal of Psychiatry","volume":"67 9","pages":"885-893"},"PeriodicalIF":2.0000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12468833/pdf/","citationCount":"0","resultStr":"{\"title\":\"Monitoring pregabalin use through online interest: A trend analysis using google search and consumption data.\",\"authors\":\"Abhishek Ghosh, Simranjit Kaur, Shinjini Choudhury\",\"doi\":\"10.4103/indianjpsychiatry_401_25\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Google Trends (GT) offers the novel approach for real-time monitoring of pregabalin-related online interest.</p><p><strong>Aim: </strong>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.</p><p><strong>Methods: </strong>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).</p><p><strong>Results: </strong>Online interest in pregabalin increased significantly over time globally (F = 202.28, <i>P</i> < 0.0001). CCF analysis showed strongest association at lag 0 (XCF = 0.98, <i>P</i> < .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, <i>P</i> = 0.003). In India, state-level RSV moderately correlated with opioid (r = 0.44, <i>P</i> = 0.01) and sedative (r = 0.37, <i>P</i> = 0.04) use.</p><p><strong>Conclusion: </strong>GT has a potential role in monitoring online interest related to pregabalin, which may serve as an indirect indicator of public engagement or awareness.</p>\",\"PeriodicalId\":13345,\"journal\":{\"name\":\"Indian Journal of Psychiatry\",\"volume\":\"67 9\",\"pages\":\"885-893\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12468833/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Indian Journal of Psychiatry\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.4103/indianjpsychiatry_401_25\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/9/16 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"PSYCHIATRY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Indian Journal of Psychiatry","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.4103/indianjpsychiatry_401_25","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/9/16 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"PSYCHIATRY","Score":null,"Total":0}
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。
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.
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.