Barrera R, Amador M, Clark G G
Dengue Branch, Division of Vector-borne Infectious Diseases, Centers for Disease Control and Prevention, 1324 Calle Cañada, San Juan, PR 00920, USA.
Ann Trop Med Parasitol. 2006 Apr;100 Suppl 1:S33-S43. doi: 10.1179/136485906X105499.
Several methods to determine the sample size required for a reliable and practical assessment of the number of Aedes aegypti pupae in a community in Puerto Rico have been explored. Because the pupae were highly aggregated, the data were fitted to a negative binomial distribution. Classical statistical-inference methods for sample-size determination demanded the sampling of >3,000 premises for a reliable estimation of the mean number of pupae/person (with a 15% error). This number was reduced to 1,000-1,200 premises after applying a finite-population correction. Database sub-sampling simulations, with increasing sample sizes, showed that the variability in the mean relative abundance of container types and in the mean number of pupae/container substantially decreased after sampling 186 and 310 premises, respectively. Sequential sampling was applied to test the hypotheses that the number of female pupae/person was at least 0.19 (considered the dengue epidemic threshold) or no greater than 0.10 (arbitrarily set as the safe level). After sampling only 25 premises in the first survey and 125 in the second, it was determined that the densities of female pupae were above the epidemic threshold. Thus, sequential sampling provided substantial reductions in the sample size required to determine if vector control was needed. Validation of the Ae. aegypti thresholds required for dengue transmission could confer viability and efficiency to dengue-vector surveillance and control programmes.
已探索了几种方法来确定在波多黎各一个社区中对埃及伊蚊蛹数量进行可靠且实用评估所需的样本量。由于蛹高度聚集,数据被拟合成负二项分布。用于确定样本量的经典统计推断方法要求对超过3000处房屋进行抽样,才能可靠估计每人员的蛹平均数量(误差为15%)。应用有限总体校正后,这个数量减少到1000 - 1200处房屋。随着样本量增加的数据库子抽样模拟表明,分别在抽样186处和310处房屋后,容器类型的平均相对丰度以及每个容器的蛹平均数量的变异性大幅降低。采用序贯抽样来检验以下假设:每人员的雌蛹数量至少为0.19(视为登革热流行阈值)或不大于0.10(任意设定为安全水平)。在第一次调查仅抽样25处房屋,第二次抽样125处房屋后,确定雌蛹密度高于流行阈值。因此,序贯抽样大大减少了确定是否需要病媒控制所需的样本量。对登革热传播所需的埃及伊蚊阈值进行验证可为登革热媒介监测和控制计划赋予可行性和效率。