蒙特卡罗模拟对多分类敏感问题随机应答技术模型下整群抽样信度与效度的评价
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

基金项目:

国家自然科学基金项目(81273188)


Assessing reliability and validity of cluster sampling on multichotomous sensitive question with randomized response technique by monte carlo simulation
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    目的:对多项选择敏感问题随机应答技术结合整群抽样的调查方法和公式进行效度和信度评价。方法:通过蒙特卡罗模拟,用西昌市女性性工作者敏感问题调查结果作为模拟总体的参数,以模拟直接真实应答值作为相对准则,分别对100对样本作两组构成分布比较的卡方检验,进行信度和效度评价。结果:100个卡方检验的P值中有99个大于0.05,按α = 0.05水准,100次假设检验的结果中两组构成分布差异无统计学意义的为99次。结论:本项目研究的调查方法和计算公式有较高的信度及效度,可用于今后大规模的敏感问题抽样调查。

    Abstract:

    Objective: To assess the reliability and validity of randomized response technique(RRT) model of cluster sampling survey on multichotomous sensitive question investigation method and statistical formulae. Methods:A total of 404 female sex workers were selected randomly by cluster sampling in Xichang during May 2011 to July 2011. RRT was applied to obtain their sensitive characters. With the sensitive characters taken as parameter of simulated overall,simulated direct questioning results taken as criterion,results got from multichotomous RRT model were compared with ones from simulated direct questioning by using chi-square test with Monte Carlo simulation to access validity and reliability. Results:There were 99 results have no statistically significant different from criterion (α=0.05). Conclusion:The method and corresponding formulae have high validity and reliability,and can be used for sample survey of large-scale sensitive issues.

    参考文献
    相似文献
    引证文献
引用本文

施佳琛,陈向宇,高 歌,周云华,傅 颖,王 磊.蒙特卡罗模拟对多分类敏感问题随机应答技术模型下整群抽样信度与效度的评价[J].南京医科大学学报(自然科学版),2013,(7):1007-1011

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2013-01-09
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2013-07-09
  • 出版日期:
通知关闭
郑重声明