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收集青少年饮酒规范社会和行为数据的潜力与挑战:比较应答驱动抽样和基于网络的应答驱动抽样

Potential and Challenges in Collecting Social and Behavioral Data on Adolescent Alcohol Norms: Comparing Respondent-Driven Sampling and Web-Based Respondent-Driven Sampling.

作者信息

Hildebrand Janina, Burns Sharyn, Zhao Yun, Lobo Roanna, Howat Peter, Allsop Steve, Maycock Bruce

机构信息

Collaboration for Evidence, Research and Impact in Public Health, School of Public Health, Curtin University, Bentley, Australia.

出版信息

J Med Internet Res. 2015 Dec 24;17(12):e285. doi: 10.2196/jmir.4762.

Abstract

BACKGROUND

Respondent-driven sampling (RDS) is a method successfully used to research hard-to-access populations. Few studies have explored the use of the Internet and social media with RDS, known as Web-based RDS (WebRDS). This study explored the use of combining both "traditional" RDS and WebRDS to examine the influences on adolescent alcohol use.

OBJECTIVE

This paper reports on the recruitment processes and the challenges and enablers of both RDS and WebRDS. It details comparative recruitment data and provides a summary of the utility of both methods for recruiting adolescents to participate in an online survey investigating youth alcohol norms.

METHODS

Process evaluation data collected from research staff throughout the study were used to assess the challenges and solutions of RDS and WebRDS. Pearson chi-square test (Fisher's exact test if applicable) was used to compare the differences in sociodemographics and drinking behavior between data collected by RDS and WebRDS.

RESULTS

Of the total sample (N=1012), 232 adolescents were recruited by RDS and 780 by WebRDS. A significantly larger proportion of Aboriginal or Torres Strait Islander (P<.001) participants who spoke English as their main language at home (P=.03), and of middle and lower socioeconomic status (P<.001) was found in the RDS sample. The RDS sample was also found to have a higher occurrence of past 7-day drinking (P<.001) and past 7-day risky drinking (P=.004). No significant differences in gender, age, past month alcohol use, and lifetime alcohol use were observed between the RDS and WebRDS samples. This study revealed RDS and WebRDS used similar lengths of chains for recruiting participants; however, WebRDS conducted a faster rate of recruitment at a lower average cost per participant compared to RDS.

CONCLUSIONS

Using WebRDS resulted in significant improvements in the recruitment rate and was a more effective and efficient use of resources than the traditional RDS method. However, WebRDS resulted in partially different sample characteristics to traditional RDS. This potential effect should be considered when selecting the most appropriate data collection method.

摘要

背景

应答驱动抽样(RDS)是一种成功用于研究难以接触人群的方法。很少有研究探索将互联网和社交媒体与RDS结合使用,即基于网络的RDS(WebRDS)。本研究探索了结合“传统”RDS和WebRDS来考察对青少年饮酒行为的影响。

目的

本文报告了RDS和WebRDS的招募过程以及挑战和促成因素。详细介绍了比较招募数据,并总结了两种方法在招募青少年参与一项调查青少年饮酒规范的在线调查中的效用。

方法

在整个研究过程中从研究人员收集的过程评估数据用于评估RDS和WebRDS的挑战及解决方案。使用Pearson卡方检验(如适用则使用Fisher精确检验)来比较RDS和WebRDS收集的数据在社会人口统计学和饮酒行为方面的差异。

结果

在总样本(N = 1012)中,232名青少年通过RDS招募,780名通过WebRDS招募。在RDS样本中发现,在家中主要讲英语的原住民或托雷斯海峡岛民参与者比例显著更高(P <.001),以及社会经济地位中低的参与者比例更高(P <.001)。还发现RDS样本在过去7天饮酒(P <.001)和过去7天危险饮酒(P =.004)方面发生率更高。在RDS和WebRDS样本之间,未观察到性别、年龄、过去一个月饮酒情况和终生饮酒情况的显著差异。本研究表明,RDS和WebRDS在招募参与者时使用的链条长度相似;然而,与RDS相比,WebRDS的招募速度更快,平均每位参与者的成本更低。

结论

使用WebRDS使招募率有显著提高,并且与传统RDS方法相比,是一种更有效且高效的资源利用方式。然而,WebRDS导致的样本特征与传统RDS部分不同。在选择最合适的数据收集方法时应考虑这种潜在影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/45ac/4705369/8c9e6078b28b/jmir_v17i12e285_fig1.jpg

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