Geovisual analytics to enhance spatial scan statistic interpretation: An analysis of U.S. cervical cancer mortality

International Journal of Health Geographics

Volumn 7, Issue , 2008, Pages

  Chen, Jin ^a   Roth, Robert E ^a   Naito, Adam T ^a   Lengerich, Eugene J ^a   MacEachren, Alan M ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CANCER; CLUSTER ANALYSIS; DATA SET; EMPIRICAL ANALYSIS; MORTALITY; PARAMETERIZATION; RELIABILITY ANALYSIS; SENSITIVITY ANALYSIS; SOFTWARE; SPATIAL DISTRIBUTION; VISUALIZATION;

NORTH AMERICA; UNITED STATES;

ARTICLE; CLUSTER ANALYSIS; COMPARATIVE STUDY; COMPUTER GRAPHICS; FEMALE; HUMAN; MORTALITY; RISK FACTOR; STATISTICAL ANALYSIS; STATISTICAL MODEL; UNITED STATES; UTERINE CERVIX TUMOR;

CLUSTER ANALYSIS; COMPUTER GRAPHICS; DATA INTERPRETATION, STATISTICAL; FEMALE; HUMANS; MODELS, STATISTICAL; RISK FACTORS; UNITED STATES; UTERINE CERVICAL NEOPLASMS;

EID: 57649239241     PISSN: None     EISSN: 1476072X     Source Type: Journal    
DOI: 10.1186/1476-072X-7-57     Document Type: Article

References (47)

1. Naus JI The Distribution of the Size of the Maximum Cluster of Points on a Line Journal of the American Statistical Association 1965, 60:532-538
2. Cromley EK McLafferty S GIS and public health New York: Guilford Press 2002
3. Knox EG Detection of clusters Methodology of enquiries into disease clustering; London Small Area Health Statistics Unit Elliott P 1989, 17-20
4. Lawson AB Statistical methods in spatial epidemiology Chichester [u.a.]: Wiley 2006
5. Openshaw S Charlton M Wymer C Craft A A Mark 1 Geographical Analysis Machine for the automated analysis of point data sets International Journal of Geographical Information Science 1987, 1:335-358
6. Kulldorff M A spatial scan statistic Communications in Statistics - Theory and Methods 1997, 26:1481-1496
7. Kulldorff M Information Management Services I SaTScan v7.0: Software for the spatial and space-time scan statistics 2006
8. Kulldorff MM Nagarwalla NN Spatial disease clusters: Detection and inference Statistics in medicine 1995, 14:799-810 7644860
9. Kulldorff M Song C Gregorio D Samociuk H DeChello L Cancer Map Patterns: Are They Random or Not? American Journal of Preventive Medicine 2006, 30:S37-S49 1538969 16458789
10. Kulldorff M Prospective time periodic geographical disease surveillance using a scan statistic Journal of the Royal Statistical Society 2001, 164:61
11. SaTScanTM User Guide for version 7.0 http://www.satscan.org/techdoc.html
12. Fukuda Y Umezaki M Nakamura K Takano T Variations in societal characteristics of spatial disease clusters: Examples of colon, lung and breast cancer in Japan International Journal of Health Geographics 2005, 4:16 1177982 15953394
13. Ed Hsu C Jacobson H Soto Mas F Evaluating the disparity of female breast cancer mortality among racial groups - a spatiotemporal analysis International Journal of Health Geographics 2004, 3:4 385248 14987336
14. Jemal A Kulldorff M Devesa SS Hayes RB Joseph F Fraumeni J A geographic analysis of prostate cancer mortality in the United States, 1970-89 Int J Cancer 2002 101, 2:168-174 12209994
15. Boscoe FP McLaughlin C Schymura MJ Kielb CL Visualization of the spatial scan statistic using nested circles Health & Place 2003, 9:273-277 12810334
16. Waller LA Gotway CA Spatial clustering of health events: Regional count data Applied Spatial Statistics for Public Health Data 2004, 200-271
17. Haining RRP Spatial data analysis: Theory and practice 2003
18. Andrienko G Andrienko N Jankowski P Keim D Kraak MJ MacEachren A Wrobel S Geovisual analytics for spatial decision support: Setting the research agenda International Journal of Geographical Information Science 2007, 21:839-857
19. Thomas JJ Cook KA (Eds) Illuminating the Path: The Research and Development Agenda for Visual Analytics Los Alametos, CA: IEEE Computer Society 2005
20. Keim DA Mansmann F Schneidewind J Ziegler HAZH Challenges in Visual Data Analysis Tenth International Conference on Information Visualization, IV 2006; London, UK Mansmann F 2006, 9-16
21. Johnson CR Moorehead R Munzner T Pfister H Rheingans P Yoo TS NIH-NSF Visualization Research Challenges Report Los Alamitos, CA, USA: IEEE Press 1 2006
22. Chen J MacEachren AM Guo D Supporting the Process of Exploring and Interpreting Space-Time, Multivariate Patterns: The Visual Inquiry Toolkit Cartography and Geographic Information Science 2008, 35:33-50
23. Chen J MacEachren AM Resolution Control for Balancing Overview + Detail in Spatial, Multivariate Analysis The Cartographic Journal
24. Hildesheim A Hadjimichael O Schwartz PE Wheller CM Barnes W Lowell DM Willett J Schiffman M Risk factors for rapid-onset cervical cancer Am J Obstet Gynecol 1999, 180(3 Pt 1):571-577 10076130
25. Schultz J Success of vaccine offers promise of cervical cancer prevention Journal of the National Cancer Institute 2003, 95:102-104 12529341
26. Yabroff KR Mangan P Mandelblatt J Effectiveness of interventions to increase Papanicolaou smear use J Am Board Fam Pract 2003, 16(3):188-203 12755245
27. Yabroff KR Lawrence WF King JC Mangan P Washington KS Yi B Kerner JF Mandelblatt JS Geographic Disparities in Cervical Cancer Mortality: What Are the Roles of Risk Factor Prevalence, Screening, and Use of Recommended Treatment Journal of Rural Health 2005, 21:149-157 15859052
28. Freeman H Wingrove B Excess Cervical Cancer Mortality: A Marker for Low Access to Health Care in Poor Communities NIH Pub No 05-5282 Rockville, MD: National Cancer Institute, Center to Reduce Cancer Health Disparities 2005
29. MacEachren A Dai X Hardisty F Guo D Lengerich G Exploring high-D spaces with multiform matrices and small multiples IEEE Symposium on Information Visualization, 2003(INFOVIS 2003); 19-21 Oct. 2003; Seattle, Washington 2003, 31-38
30. Rothman KJ Greenland S Modern epidemiology Philadelphia, PA: Lippincott-Raven 1998
31. Jain AK Dubes RC Algorithms for clustering data Englewood Cliffs, NJ: Prentice Hall 1988
32. Kafadar K Smoothing geographical data, particularly rates of disease Statistics in Medicine 1996, 15:2539-2560 8961462
33. Waller LA Gotway CA NetLibrary I Applied spatial statistics for public health data Hoboken, N.J.: John Wiley & Sons 2004
34. Brewer CA Pickle L Evaluation of methods for classifying epidemiological data on choropleth maps in series Annals of the Association of American Geographers 2002, 92:662-681
35. Slocum TA McMaster RB Kessler FC Howard HH Thematic Cartography and Geographic Visualization Upper Saddle River, NJ, USA: Pearson Prentice Hall Second 2005
36. Brewer CA MacEachren AM Pickle LW Herrmann D Mapping mortality: Evaluating color schemes for choropleth maps Annals of the Association of American Geographers 1997, 87:411-438
37. Monmonier M How to Lie with Maps Chicago, IL: University of Chicago Press 1996
38. Gilmartin P Shelton E Choropleth maps on High Resolution CRTs/The Effects on Number of Classes and Hue on Communication Cartographica 1989, 26:40-52
39. Klassen A Kulldorff M Curriero F Geographical clustering of prostate cancer grade and stage at diagnosis, before and after adjustment for risk factors International Journal of Health Geographics 2005, 4:1 546220 15649329
40. Mersey JE Colour and thematic map design: The role of colour sheme and map complexity in choropleth map communication Cartographica 1990, 27:1-157
41. Brewer CA Color Use Guidelines for Mapping and Visualization Visualization in Modern Cartography Oxford, UK, Pergamon MacEachren AM, Taylor DRF 1994, 123-127
42. Clayton D Kaldor J Empirical Bayes Estimates of Age-Standardized Relative Risks for Use in Disease Mapping Biometrics 1987, 43:671-681 3663823
43. Marshall RJ Mapping Disease and Mortality Rates Using Empirical Bayes Estimators Applied Statistics 1991, 40:283-294 12157989
44. Cressie N Smoothing regional maps using empirical Bayes predictors Geographic Analysis 1992, 24:75-95
45. Kafadar K Choosing among two-dimensional smoothers in practice Computational Statistics & Data Analysis 1994, 18:419-439
46. Anselin L GeoDa 0.9 User's Guide Spatial Analysis Laboratory, University of Illinois, Urbana-Champaign, IL 2003
47. Dorling D Cartograms for Visualizing Human Geography Visualization and GIS London: Belhaven Press Unwin D, Hearnshaw H 1994, 85-102