提高婴儿妇女在线健康调查数据的完整性和质量
Nursing research
|August 25, 2023
概括
在线调查对于健康数据是有效的,但很脆弱. 实施安全功能和受访者检查可以显著提高研究中的数据完整性和质量.
科学领域:
- 医疗信息学 医疗信息学
- 调查方法 调查方法
- 数据完整性 数据完整性
背景情况:
- 在线调查对于在不同人群中收集健康信息非常有价值.
- 然而,在线调查面临着对数据完整性和质量的重大威胁.
研究的目的:
- 在网上调查中分享从安全漏洞中学到的教训.
- 识别和预防对在线调查数据完整性和质量的威胁.
主要方法:
- 检查了来自两个在线调查和相关文献的数据.
- 在线健康调查的概述威胁和预防策略.
- 在Qualtrics中实施的安全功能,包括IP地址封锁和欺诈检测项目.
主要成果:
- 由于缺乏安全性,第一项调查遭受了重复提交,可疑的IP地址和数据质量差的问题,只有45.5%的受访者符合条件.
- 第二次调查,启用安全功能时,没有显示重复提交.
- 一个风险评分系统确定了符合条件的受访者,62.3%被认为风险低或没有风险.
结论:
- 技术保障 (例如IP封锁) 和研究设计特征 (例如欺诈检测) 对于保持在线调查数据完整性至关重要.
- 护理科学家必须实施强有力的保障措施,以有意义地为研究做出贡献.
- 未来的研究应该专注于在线数据收集中推进数据保护方法.
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