A Review of Spatial Methods in Epidemiology, 2000-2010

被引:193
作者
Auchincloss, Amy H. [1 ]
Gebreab, Samson Y. [2 ]
Mair, Christina [3 ]
Roux, Ana V. Diez [2 ]
机构
[1] Drexel Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Philadelphia, PA 19102 USA
[2] Univ Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI 48109 USA
[3] Univ Calif Berkeley, Prevent Res Ctr, Berkeley, CA 94704 USA
来源
ANNUAL REVIEW OF PUBLIC HEALTH, VOL 33 | 2012年 / 33卷
关键词
geographic information systems; epidemiologic methods; spatial distribution; geography; space-time clustering; GEOGRAPHIC INFORMATION-SYSTEMS; AMBIENT AIR-POLLUTION; LONG-TERM EXPOSURE; AMYOTROPHIC-LATERAL-SCLEROSIS; ACUTE MYOCARDIAL-INFARCTION; TIME CLUSTERING ANALYSES; SOLID-WASTE INCINERATOR; MALARIA INCIDENCE RATES; HEALTH-CARE FACILITIES; FAST-FOOD RESTAURANTS;
D O I
10.1146/annurev-publhealth-031811-124655
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Understanding the impact of place on health is a key element of epidemiologic investigation, and numerous tools are being employed for analysis of spatial health-related data. This review documents the huge growth in spatial epidemiology, summarizes the tools that have been employed, and provides in-depth discussion of several methods. Relevant research articles for 2000-2010 from seven epidemiology journals were included if the study utilized a spatial analysis method in primary analysis (n = 207). Results summarized frequency of spatial methods and substantive focus; graphs explored trends over time. The most common spatial methods were distance calculations, spatial aggregation, clustering, spatial smoothing and interpolation, and spatial regression. Proximity measures were predominant and were applied primarily to air quality and climate science and resource access studies. The review concludes by noting emerging areas that are likely to be important to future spatial analysis in public health.
引用
收藏
页码:107 / +
页数:26
相关论文
共 253 条
  • [11] LOCAL INDICATORS OF SPATIAL ASSOCIATION - LISA
    ANSELIN, L
    [J]. GEOGRAPHICAL ANALYSIS, 1995, 27 (02) : 93 - 115
  • [12] Anselin L, 2002, AGR ECON-BLACKWELL, V27, P247, DOI 10.1111/j.1574-0862.2002.tb00120.x
  • [13] Spatial externalities, spatial multipliers, and spatial econometrics
    Anselin, L
    [J]. INTERNATIONAL REGIONAL SCIENCE REVIEW, 2003, 26 (02) : 153 - 166
  • [14] A new tool for epidemiology: The usefulness of dynamic-agent models in understanding place effects on health
    Auchincloss, Amy H.
    Roux, Ana V. Diez
    [J]. AMERICAN JOURNAL OF EPIDEMIOLOGY, 2008, 168 (01) : 1 - 8
  • [15] Filling the gaps: Spatial interpolation of residential survey data in the estimation of neighborhood characteristics
    Auchincloss, Amy H.
    Roux, Ana V. Diez
    Brown, Daniel G.
    Raghunathan, Trivellore E.
    Erdmann, Christine A.
    [J]. EPIDEMIOLOGY, 2007, 18 (04) : 469 - 478
  • [16] Association of insulin resistance with distance to wealthy areas - The Multi-Ethnic Study of Atherosclerosis
    Auchincloss, Amy H.
    Roux, Ana V. Diez
    Brown, Daniel G.
    O'Meara, Ellen S.
    Raghunathan, Trivellore E.
    [J]. AMERICAN JOURNAL OF EPIDEMIOLOGY, 2007, 165 (04) : 389 - 397
  • [17] Clustering of fast-food restaurants around schools: A novel application of spatial statistics to the study of food environments
    Austin, SB
    Melly, SJ
    Sanchez, BN
    Patel, A
    Buka, S
    Gortmaker, SL
    [J]. AMERICAN JOURNAL OF PUBLIC HEALTH, 2005, 95 (09) : 1575 - 1581
  • [18] Traffic noise and risk of myocardial infarction
    Babisch, WF
    Beule, B
    Schust, M
    Kersten, N
    Ising, H
    [J]. EPIDEMIOLOGY, 2005, 16 (01) : 33 - 40
  • [19] Personal, social and environmental determinants of educational inequalities in walking: a multilevel study
    Ball, Kylie
    Timperio, Anna
    Salmon, Jo
    Giles-Corti, Billie
    Roberts, Rebecca
    Crawfords, David
    [J]. JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2007, 61 (02) : 108 - 114
  • [20] Relating diarrheal disease to social networks and the geographic configuration of communities in rural Ecuador
    Bates, Sarah J.
    Trostle, James
    Cevallos, William T.
    Hubbard, Alan
    Elsenberg, Joseph N. S.
    [J]. AMERICAN JOURNAL OF EPIDEMIOLOGY, 2007, 166 (09) : 1088 - 1095