Sugawara Tamie, Ohkusa Yasushi, Shigematsu Mika, Taniguchi Kiyosu, Murata Atsuo, Okabe Nobuhiko
Kansenshogaku Zasshi. 2007 May;81(3):235-41. doi: 10.11150/kansenshogakuzasshi1970.81.235.
We analyzed the possibility of using sales data on over-the-counter (OTC) medicine in syndromic surveillance for early detection and/or prediction of influenza pandemics.
Data who collected on daily November 2003-April 2004 sales of common cold medication commercially obtained from 600 pharmacies in Japan enrolled in reporting throughout the 2003/04 influenza season. OTC sales data were compared to daily influenza incidence data to determine correlations and predictability. Data included Sentinel Surveillance of influenza, National Surveillance of Dally Influenza Outpatients (Daily Case Reporting: DCR), and Mailing-List-Based Influenza Epidemic Database (MLflu).
The seasonal influenza epidemic peak for 2003-2004 was observed on January 30, February 1, and February 2 for sentinel surveillance, DCR, and MLflu. Sales peaks of OTC medicines occured twice in 2003-2004 season, once at the end of the year and once on January 27. Peak OTC sales for common cold medication per pharmacy were preceded by 18, 21, and 13 days for sentinel surveillance, DCR, and MLflu. OTC sales successfully explained 74-85% in the variation of influenza incidence which is interpretable as sufficient power of explanation.
OTC sales proved to be a good indicator of real-time surveillance for influenza epidemics. Further analysis on multiyear data is needed to demonstrate the robustness of results. To confirm the advantage in the system of real-time syndromic surveillance, it is also necessary to check explanatory power of OTC sales on the variation of influenza incidence with prospective datasets.
我们分析了在症状监测中使用非处方药(OTC)销售数据来早期发现和/或预测流感大流行的可能性。
收集了2003年11月至2004年4月期间从日本600家参与报告的药店商业获取的感冒药物每日销售数据,这些药店参与了整个2003/04流感季节的报告。将OTC销售数据与每日流感发病率数据进行比较,以确定相关性和可预测性。数据包括流感哨点监测、全国每日流感门诊患者监测(每日病例报告:DCR)以及基于邮件列表的流感流行数据库(MLflu)。
2003 - 2004年季节性流感流行高峰在1月30日、2月1日和2月2日被哨点监测、DCR和MLflu观测到。OTC药物销售高峰在2003 - 2004年季节出现了两次,一次在年底,一次在1月27日。对于哨点监测、DCR和MLflu,每个药店感冒药物的OTC销售高峰分别提前了18天、21天和13天。OTC销售成功解释了流感发病率变化的74 - 85%,这可被解释为有足够的解释力。
OTC销售被证明是流感疫情实时监测的一个良好指标。需要对多年数据进行进一步分析以证明结果的稳健性。为了确认在实时症状监测系统中的优势,还需要用前瞻性数据集检查OTC销售对流感发病率变化的解释力。