Literature DB >> 18060824

Informing geospatial toolset design: understanding the process of cancer data exploration and analysis.

Tanuka Bhowmick1, Amy L Griffin, Alan M MacEachren, Brenda C Kluhsman, Eugene J Lengerich.   

Abstract

There is an increasing need for new methods and tools that support knowledge construction from complex geospatial datasets related to public health. This study is part of a larger effort to develop, implement, and test such methods and tools. To be successful, the design of methods and tools must be grounded in a solid understanding of the work practices within the domain of use; the research reported here focuses on developing that understanding. We adopted a user-centered approach to toolset design where we investigated the work of cancer researchers and used the results of that investigation as inputs into the development of design guidelines for new geovisualization and spatial analysis tools. Specifically, we conducted key informant interviews focused on use, or potential use, of geographic information, methods, and tools and complemented this with a systematic analysis of published, peer-reviewed articles on geospatial cancer research. Results were used to characterize the typical process of analysis, to identify fundamental differences between intensive users of geospatial methods and infrequent users, and to outline key stages in analysis and tasks within the stages that methods and tools must support. Our findings inform design and implementation decisions for visual and analytic tools that support cancer prevention and control research and they provide insight into the processes used by cancer researchers for addressing the challenges of geographic factors in public health research and policy.

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Mesh:

Year:  2007        PMID: 18060824      PMCID: PMC2408638          DOI: 10.1016/j.healthplace.2007.10.009

Source DB:  PubMed          Journal:  Health Place        ISSN: 1353-8292            Impact factor:   4.078


  23 in total

1.  Two new templates for epidemiology applications: linked micromap plots and conditioned choropleth maps.

Authors:  D B Carr; J F Wallin; D A Carr
Journal:  Stat Med       Date:  2000 Sep 15-30       Impact factor: 2.373

Review 2.  Public health, GIS, and spatial analytic tools.

Authors:  Gerard Rushton
Journal:  Annu Rev Public Health       Date:  2002-10-23       Impact factor: 21.981

3.  Exploratory spatial analysis of birth defect rates in an urban population.

Authors:  G Rushton; P Lolonis
Journal:  Stat Med       Date:  1996 Apr 15-May 15       Impact factor: 2.373

4.  A design framework for exploratory geovisualization in epidemiology.

Authors:  Anthony C Robinson
Journal:  Inf Vis       Date:  2007       Impact factor: 0.956

5.  Software programs for mapping and spatial analysis in epidemiology and public health.

Authors:  Ramón Martínez-Piedra; Enrique Loyola-Elizondo; Manuel Vidaurre-Arenas; Patricia Nájera Aguilar
Journal:  Epidemiol Bull       Date:  2004-12

6.  Knowledge discovery in high-dimensional data: case studies and a user survey for the rank-by-feature framework.

Authors:  Jinwook Seo; Ben Shneiderman
Journal:  IEEE Trans Vis Comput Graph       Date:  2006 May-Jun       Impact factor: 4.579

Review 7.  Geocoding in cancer research: a review.

Authors:  Gerard Rushton; Marc P Armstrong; Josephine Gittler; Barry R Greene; Claire E Pavlik; Michele M West; Dale L Zimmerman
Journal:  Am J Prev Med       Date:  2006-02       Impact factor: 5.043

8.  Multivariate Analysis and Geovisualization with an Integrated Geographic Knowledge Discovery Approach.

Authors:  Diansheng Guo; Mark Gahegan; Alan M Maceachren; Biliang Zhou
Journal:  Cartogr Geogr Inf Sci       Date:  2005-04-01

9.  Late detection of breast and colorectal cancer in Minnesota counties: an application of spatial smoothing and clustering.

Authors:  AvisJ Thomas; Bradley P Carlin
Journal:  Stat Med       Date:  2003-01-15       Impact factor: 2.373

10.  Visualization and exploratory analysis of epidemiologic data using a novel space time information system.

Authors:  Gillian A Avruskin; Geoffrey M Jacquez; Jaymie R Meliker; Melissa J Slotnick; Andrew M Kaufmann; Jerome O Nriagu
Journal:  Int J Health Geogr       Date:  2004-11-08       Impact factor: 3.918

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  9 in total

1.  Designing a web-based learning portal for geographic visualization and analysis in public health.

Authors:  Anthony C Robinson; Alan M MacEachren; Robert E Roth
Journal:  Health Informatics J       Date:  2011-09       Impact factor: 2.681

2.  Resolution Control for Balancing Overview + Detail in Spatial, Multivariate Analysis.

Authors:  Jin Chen; Alan M Maceachren
Journal:  Cartogr J       Date:  2008-11-01

3.  Geographic Information Systems: Usability, Perception, and Preferences of Public Health Professionals.

Authors:  Awatef A Ben Ramadan; Jeannette Jackson-Thompson; Suzanne A Boren
Journal:  Online J Public Health Inform       Date:  2017-09-08

Review 4.  An eight-year snapshot of geospatial cancer research (2002-2009): clinico-epidemiological and methodological findings and trends.

Authors:  Dina N Kamel Boulos; Ramy R Ghali; Ezzeldin M Ibrahim; Maged N Kamel Boulos; Philip AbdelMalik
Journal:  Med Oncol       Date:  2010-06-30       Impact factor: 3.064

5.  Geographic Information Systems.

Authors:  William F Wieczorek; Alan M Delmerico
Journal:  Comput Stat       Date:  2009       Impact factor: 1.000

Review 6.  The case for visual analytics of arsenic concentrations in foods.

Authors:  Matilda O Johnson; Hari H P Cohly; Raphael D Isokpehi; Omotayo R Awofolu
Journal:  Int J Environ Res Public Health       Date:  2010-04-28       Impact factor: 3.390

7.  A Human-Centered Platform for HIV Infection Reduction in New York: Development and Usage Analysis of the Ending the Epidemic (ETE) Dashboard.

Authors:  Ashish Joshi; Chioma Amadi; Benjamin Katz; Sarah Kulkarni; Denis Nash
Journal:  JMIR Public Health Surveill       Date:  2017-12-11

8.  Choropleth map design for cancer incidence, part 2.

Authors:  Thomas B Richards; Zahava Berkowitz; Cheryll C Thomas; Stephanie Lee Foster; Annette Gardner; Jessica Blythe King; Karen Ledford; Janet Royalty
Journal:  Prev Chronic Dis       Date:  2009-12-15       Impact factor: 2.830

9.  Choropleth map design for cancer incidence, part 1.

Authors:  Thomas B Richards; Zahava Berkowitz; Cheryll C Thomas; Stephanie Lee Foster; Annette Gardner; Jessica Blythe King; Karen Ledford; Janet Royalty
Journal:  Prev Chronic Dis       Date:  2009-12-15       Impact factor: 2.830

  9 in total

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