Systematic review of best practices for GPS data usage, processing, and linkage in health, exposure science and environmental context research.
Systematic review of best practices for GPS data usage, processing, and linkage in health, exposure science and environmental context research.
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DOI：
10.1136/bmjopen-2023-077036
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发表时间：
2024-02-01
期刊：
影响因子：
2.9
通讯作者：
Jankowska, Marta M
中科院分区：
文献类型：
--
作者：
Pearson, Amber L;Tribby, Calvin;Brown, Catherine D;Yang, Jiue-An;Pfeiffer, Karin;Jankowska, Marta M
全球定位系统（GPS）技术越来越多地用于健康研究，以捕捉个人的流动性和背景和环境暴露。然而，使用GPS数据的工具、技术和决定因研究而异，使得比较和再现性具有挑战性。本系统综述的目的是（1）确定GPS数据收集和处理的最佳实践;（2）量化已发表研究中最佳实践的报告;（3）讨论在已审查手稿中发现的示例，未来研究人员可能会使用这些示例报告GPS数据在健康研究中的使用、处理和关联。系统综述。检索的电子数据库（2023年10月24日）为PubMed、Scopus和Web of Science（PROSPERO ID：CRD 42022322166）。纳入的以英文发表的同行评审研究至少符合以下标准之一：（1）涉及用于暴露/环境和人类健康研究目的的GPS的协议，并包含经验数据;（2）GPS数据与其他旨在研究环境对健康影响的数据的联系;（3）GPS测量的移动性或暴露与健康之间的关联;（4）在健康研究中使用GPS数据的衍生变量方法;或（5）GPS跟踪与其他方法（例如，旅行日记）的比较。我们检查了157份报告最佳实践的手稿，包括佩戴时间、采样频率、数据有效性、噪音/信号丢失和数据链接，以评估偏差风险。我们发现，6%的研究没有披露所使用的GPS设备型号，只有12.1%的研究报告了GPS数据因信号丢失而丢失的百分比，只有15.7%的研究报告了GPS数据被认为是噪声的百分比，只有68.2%的研究报告了其数据的纳入标准。我们对报告GPS使用，处理和链接的建议可能会转移到其他地理空间设备，希望提高这项研究的透明度和可重复性。CRD 42022322166。
Global Positioning System (GPS) technology is increasingly used in health research to capture individual mobility and contextual and environmental exposures. However, the tools, techniques and decisions for using GPS data vary from study to study, making comparisons and reproducibility challenging. The objectives of this systematic review were to (1) identify best practices for GPS data collection and processing; (2) quantify reporting of best practices in published studies; and (3) discuss examples found in reviewed manuscripts that future researchers may employ for reporting GPS data usage, processing and linkage of GPS data in health studies. A systematic review. Electronic databases searched (24 October 2023) were PubMed, Scopus and Web of Science (PROSPERO ID: CRD42022322166). Included peer-reviewed studies published in English met at least one of the criteria: (1) protocols involving GPS for exposure/context and human health research purposes and containing empirical data; (2) linkage of GPS data to other data intended for research on contextual influences on health; (3) associations between GPS-measured mobility or exposures and health; (4) derived variable methods using GPS data in health research; or (5) comparison of GPS tracking with other methods (eg, travel diary). We examined 157 manuscripts for reporting of best practices including wear time, sampling frequency, data validity, noise/signal loss and data linkage to assess risk of bias. We found that 6% of the studies did not disclose the GPS device model used, only 12.1% reported the per cent of GPS data lost by signal loss, only 15.7% reported the per cent of GPS data considered to be noise and only 68.2% reported the inclusion criteria for their data. Our recommendations for reporting on GPS usage, processing and linkage may be transferrable to other geospatial devices, with the hope of promoting transparency and reproducibility in this research. CRD42022322166.
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DOI：
10.1186/s12966-022-01306-z
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Fuller, Daniel
DOI：
10.1186/s12966-017-0607-7
发表时间：
2017-11-02
期刊：
The international journal of behavioral nutrition and physical activity
影响因子：
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作者：
Coombes E;Jones A;Cooper A;Page A
通讯作者：
Page A
DOI：
10.3390/ijerph9124615
发表时间：
2012-12
影响因子：
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Kerr J;Marshall S;Godbole S;Neukam S;Crist K;Wasilenko K;Golshan S;Buchner D
通讯作者：
Buchner D