Werneck Guilherme Loureiro
Departamento de Endemias Samuel Pessoa, Escola Nacional de Saúde Pública, Fundação Oswaldo Cruz, Rio de Janeiro, RJ.
Cien Saude Colet. 2008 Nov-Dec;13(6):1753-66. doi: 10.1590/s1413-81232008000600010.
This paper reviews some conceptual and practical issues regarding the application of georeferenced data in epidemiologic research. Starting with the disease mapping tradition of geographical medicine, topics such as types of georeferenced data, implications for data analysis, spatial autocorrelation and main analytical approaches are heuristically discussed, relying on examples from the epidemiologic literature, most of them concerning mapping disease distribution, detection of disease spatial clustering, evaluation of exposure in environmental health investigation and ecological correlation studies. As for concluding remarks, special topics that deserve further development, including the misuses of the concept of space in epidemiologic research, issues related to data quality and confidentiality, the role of epidemiologic designs for spatial research, sensitivity analysis and spatiotemporal modeling, are presented.
本文回顾了有关地理参考数据在流行病学研究中应用的一些概念和实际问题。从地理医学的疾病绘图传统出发,借助流行病学文献中的实例,启发式地讨论了诸如地理参考数据类型、数据分析的意义、空间自相关性以及主要分析方法等主题,其中大多数实例涉及疾病分布绘图、疾病空间聚集性检测、环境卫生调查中暴露评估以及生态相关性研究。至于结论部分,还介绍了值得进一步探讨的特殊主题,包括流行病学研究中空间概念的误用、与数据质量和保密性相关的问题、空间研究的流行病学设计作用、敏感性分析和时空建模。