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A Comparison of Network Sampling Designs for a Hidden Population of Drug Users: Random Walk vs. Respondent-Driven Sampling

机译:吸毒人群的网络抽样设计比较:随机游走与受访者驱动抽样

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摘要

Both random walk and respondent-driven sampling (RDS) exploit social networks and may reduce biases introduced by earlier methods for sampling from hidden populations. Although RDS has become much more widely used by social researchers than random walk (RW), there has been little discussion of the tradeoffs in choosing RDS over RW. This paper compares experiences of implementing RW and RDS to recruit drug users to a network-based study in Houston, Texas. Both recruitment methods were implemented over comparable periods of time, with the same population, by the same research staff. RDS methods recruited more participants with less strain on staff. However, participants recruited through RW were more forthcoming than RDS participants in helping to recruit members of their social networks. Findings indicate that, dependent upon study goals, researchers' choice of design may influence participant recruitment, participant commitment, and impact on staff, factors that may in turn affect overall study success.
机译:随机游走和受访者驱动的抽样(RDS)都利用社交网络,并可以减少早期方法从隐藏人群中抽样带来的偏见。尽管RDS已比随机游走(RW)更加广泛地被社会研究人员使用,但是很少有人讨论选择RDS而不是RW的权衡问题。本文比较了在德克萨斯州休斯顿进行的基于网络的研究中,实施RW和RDS招募吸毒者的经验。两种招募方法都是由相同的研究人员在相同的时间段内以相同的人口实施的。 RDS方法招募了更多的参与者,减轻了员工的压力。但是,通过RW招募的参与者比RDS参与者在帮助招募其社交网络成员方面更加积极。研究结果表明,取决于研究目标,研究人员对设计的选择可能会影响参与者的招募,参与者的投入以及对员工的影响,而这些因素又可能会影响整体研究的成功。

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