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Volumn 16, Issue 1, 2017, Pages

Visualizing statistical significance of disease clusters using cartograms

Author keywords

Cartograms; Density equalizing maps; Disease mapping; Geovisual analytics; Scan statistics

Indexed keywords

ANALYTICAL FRAMEWORK; CARTOGRAM; EPIDEMIOLOGY; HEALTH GEOGRAPHY; SPATIAL ANALYSIS;

EID: 85019224781     PISSN: None     EISSN: 1476072X     Source Type: Journal    
DOI: 10.1186/s12942-017-0093-9     Document Type: Article
Times cited : (14)

References (46)
  • 1
    • 3142740453 scopus 로고    scopus 로고
    • Spatial epidemiology: current approaches and future challenges
    • Elliott P, Wartenberg D. Spatial epidemiology: current approaches and future challenges. Environ Health Perspect. 2004;112(9):998-1006.
    • (2004) Environ Health Perspect , vol.112 , Issue.9 , pp. 998-1006
    • Elliott, P.1    Wartenberg, D.2
  • 2
    • 0032878025 scopus 로고    scopus 로고
    • A national facility for small area disease mapping and rapid initial assessment of apparent disease clusters around a point source: the UK Small Area Health Statistics Unit
    • Aylin P, Maheswaran R, Wakefield J, Cockings S, Jarup L, Arnold R, Wheeler G, Elliott P. A national facility for small area disease mapping and rapid initial assessment of apparent disease clusters around a point source: the UK Small Area Health Statistics Unit. J Public Health Med. 1999;21(3):289-98. doi: 10.1093/pubmed/21.3.289.
    • (1999) J Public Health Med , vol.21 , Issue.3 , pp. 289-298
    • Aylin, P.1    Maheswaran, R.2    Wakefield, J.3    Cockings, S.4    Jarup, L.5    Arnold, R.6    Wheeler, G.7    Elliott, P.8
  • 3
    • 85019179066 scopus 로고    scopus 로고
    • Age-adjusted invasive cancer incidence rates by county in California, 2009-2013
    • Accessed on Jun 19
    • California Cancer Registry. Age-adjusted invasive cancer incidence rates by county in California, 2009-2013. Based on December 2015 Extract. http://cancer-rates.info/ca/. Accessed on Jun 19, 2016.
    • (2016) Based on December 2015 Extract
  • 4
    • 0035648857 scopus 로고    scopus 로고
    • Analysis and interpretation of disease clusters and ecological studies
    • Wartenberg D. Analysis and interpretation of disease clusters and ecological studies. J R Stat Soc Ser A Stat Soc. 2001;164(1):13-22.
    • (2001) J R Stat Soc Ser A Stat Soc , vol.164 , Issue.1 , pp. 13-22
    • Wartenberg, D.1
  • 6
    • 51249104542 scopus 로고    scopus 로고
    • Methodologic issues and approaches to spatial epidemiology
    • Beale L, Abellan JJ, Hodgson S, Jarup L. Methodologic issues and approaches to spatial epidemiology. Environ Health Perspect. 2008;116(8):1105-10. doi: 10.1289/ehp.10816.
    • (2008) Environ Health Perspect , vol.116 , Issue.8 , pp. 1105-1110
    • Beale, L.1    Abellan, J.J.2    Hodgson, S.3    Jarup, L.4
  • 7
    • 84920102842 scopus 로고    scopus 로고
    • How to assess visual communication of uncertainty? A systematic review of geospatial uncertainty visualization user studies
    • Kinkeldey C, MacEachren AM, Schiewe J. How to assess visual communication of uncertainty? A systematic review of geospatial uncertainty visualization user studies. Cartogr J. 2014;51(4):372-86.
    • (2014) Cartogr J , vol.51 , Issue.4 , pp. 372-386
    • Kinkeldey, C.1    MacEachren, A.M.2    Schiewe, J.3
  • 8
    • 3042677883 scopus 로고    scopus 로고
    • Diffusion-based method for producing density-equalizing maps
    • Gastner MT, Newman MEJ. Diffusion-based method for producing density-equalizing maps. PNAS. 2004;101(20):7499-504.
    • (2004) PNAS , vol.101 , Issue.20 , pp. 7499-7504
    • Gastner, M.T.1    Newman, M.E.J.2
  • 9
    • 70149098994 scopus 로고    scopus 로고
    • Spatial distribution of the active surveillance of sheep scrapie in Great Britain: an exploratory analysis
    • Birch CPD, Chikukwa AC, Hyder L, Del Rio Vilas VJ. Spatial distribution of the active surveillance of sheep scrapie in Great Britain: an exploratory analysis. BMC Vet Res. 2009;5:23.
    • (2009) BMC Vet Res , vol.5 , pp. 23
    • Birch, C.P.D.1    Chikukwa, A.C.2    Hyder, L.3    Rio Vilas, V.J.4
  • 10
    • 33645471125 scopus 로고    scopus 로고
    • Obesity in Canada: where and how many?
    • Vanasse A, Demers M, Hemiari A, Courteau J. Obesity in Canada: where and how many? Int J Obes. 2006;30:677-83. doi: 10.1038/sj.ijo.0803168.
    • (2006) Int J Obes , vol.30 , pp. 677-683
    • Vanasse, A.1    Demers, M.2    Hemiari, A.3    Courteau, J.4
  • 11
    • 33644768192 scopus 로고    scopus 로고
    • Spatio-temporal modelling of the HIV epidemic in Japan based on the national HIV/AIDS surveillance
    • Nakaya T, Nakase K, Osaka K. Spatio-temporal modelling of the HIV epidemic in Japan based on the national HIV/AIDS surveillance. J Geogr Syst. 2005;7:313-36. doi: 10.1007/s10109-005-0008-3.
    • (2005) J Geogr Syst , vol.7 , pp. 313-336
    • Nakaya, T.1    Nakase, K.2    Osaka, K.3
  • 12
    • 0035873805 scopus 로고    scopus 로고
    • Use of a density equalizing map projection in analysing childhood cancer in four California counties
    • Merrill DW. Use of a density equalizing map projection in analysing childhood cancer in four California counties. Stat Med. 2001;20:1499-513. doi: 10.1002/sim.686.
    • (2001) Stat Med , vol.20 , pp. 1499-1513
    • Merrill, D.W.1
  • 14
    • 0023522959 scopus 로고
    • Empirical Bayes estimates of age-standardized relative risks for use in disease mapping
    • Clayton D, Kaldor J. Empirical Bayes estimates of age-standardized relative risks for use in disease mapping. Biometrics. 1987;43(3):671-81.
    • (1987) Biometrics , vol.43 , Issue.3 , pp. 671-681
    • Clayton, D.1    Kaldor, J.2
  • 16
    • 0031784949 scopus 로고    scopus 로고
    • Visualizing georeferenced data: representing reliability of health statistics
    • MacEachren AM, Brewer CA, Pickle LW. Visualizing georeferenced data: representing reliability of health statistics. Environ Plan A. 1998;30:1547-61.
    • (1998) Environ Plan A , vol.30 , pp. 1547-1561
    • MacEachren, A.M.1    Brewer, C.A.2    Pickle, L.W.3
  • 18
    • 79952619724 scopus 로고    scopus 로고
    • Adjacent versus coincident representations of geospatial uncertainty: which promote better decisions?
    • Viard T, Caumon G, Lévy B. Adjacent versus coincident representations of geospatial uncertainty: which promote better decisions? Comput Geosci. 2011;37:511-20.
    • (2011) Comput Geosci , vol.37 , pp. 511-520
    • Viard, T.1    Caumon, G.2    Lévy, B.3
  • 19
    • 13844262820 scopus 로고    scopus 로고
    • On visualizing uncertainty in volumetric data: techniques and their evaluation
    • Newman TS, Lee W. On visualizing uncertainty in volumetric data: techniques and their evaluation. J Vis Lang Comput. 2004;15:463-91. doi: 10.1016/j.jvlc.2003.09.001.
    • (2004) J Vis Lang Comput , vol.15 , pp. 463-491
    • Newman, T.S.1    Lee, W.2
  • 20
    • 42649111691 scopus 로고    scopus 로고
    • Visualizing and analysing public-health data using value-by-area cartograms: toward a new synthetic framework
    • Sui DZ, Holt JB. Visualizing and analysing public-health data using value-by-area cartograms: toward a new synthetic framework. Cartographica. 2008;43(1):3-20. doi: 10.3138/carto.43.1.3.
    • (2008) Cartographica , vol.43 , Issue.1 , pp. 3-20
    • Sui, D.Z.1    Holt, J.B.2
  • 21
    • 84887174348 scopus 로고    scopus 로고
    • Using cartograms in disease mapping
    • Ph.D. Dissertation, University of Sheffield, School of Geography
    • Tao M. Using cartograms in disease mapping. Ph.D. Dissertation, University of Sheffield, School of Geography. 2010.
    • (2010)
    • Tao, M.1
  • 22
    • 80054000046 scopus 로고    scopus 로고
    • Drowning-a scientometric analysis and data acquisition of a constant global problem employing density equalizing mapping and scientometric benchmarking procedures
    • Groneberg DA, Schilling U, Scutaru C, Uibel S, Zitnik SE, Mueller D, Klingelhoefer D, Kloft B. Drowning-a scientometric analysis and data acquisition of a constant global problem employing density equalizing mapping and scientometric benchmarking procedures. Int J Health Geogr. 2011;10:55.
    • (2011) Int J Health Geogr , vol.10 , pp. 55
    • Groneberg, D.A.1    Schilling, U.2    Scutaru, C.3    Uibel, S.4    Zitnik, S.E.5    Mueller, D.6    Klingelhoefer, D.7    Kloft, B.8
  • 23
    • 84901245858 scopus 로고    scopus 로고
    • Global geographic analysis of mortality from ischaemic heart disease by country, age and income: statistics from World Health Organisation and United Nations
    • Nowbar AN, Howard JP, Finegold JA, Asaria P, Francis DP. Global geographic analysis of mortality from ischaemic heart disease by country, age and income: statistics from World Health Organisation and United Nations. Int J Cardiol. 2014;174:293-8.
    • (2014) Int J Cardiol , vol.174 , pp. 293-298
    • Nowbar, A.N.1    Howard, J.P.2    Finegold, J.A.3    Asaria, P.4    Francis, D.P.5
  • 26
    • 84938081931 scopus 로고    scopus 로고
    • Is planned adaptation to heat reducing heat-related mortality and illness? A systematic review
    • Boeckmann M, Rohn I. Is planned adaptation to heat reducing heat-related mortality and illness? A systematic review. BMC Public Health. 2014;14:1112.
    • (2014) BMC Public Health , vol.14 , pp. 1112
    • Boeckmann, M.1    Rohn, I.2
  • 27
    • 84887713967 scopus 로고    scopus 로고
    • Yellow fever disease: density equalizing mapping and gender analysis of international research output
    • Bundschuh M, Groneberg DA, Klingelhoefer D, Gerber A. Yellow fever disease: density equalizing mapping and gender analysis of international research output. Parasit Vectors. 2013;6:331.
    • (2013) Parasit Vectors , vol.6 , pp. 331
    • Bundschuh, M.1    Groneberg, D.A.2    Klingelhoefer, D.3    Gerber, A.4
  • 29
    • 84892467893 scopus 로고    scopus 로고
    • Silicosis: geographic changes in research: an analysis employing density-equalizing mapping
    • Gerber A, Klingelhoefer D, Groneberg DA, Bundschuh M. Silicosis: geographic changes in research: an analysis employing density-equalizing mapping. J Occup Med Toxicol. 2014;9:2.
    • (2014) J Occup Med Toxicol , vol.9 , pp. 2
    • Gerber, A.1    Klingelhoefer, D.2    Groneberg, D.A.3    Bundschuh, M.4
  • 30
    • 84875957760 scopus 로고    scopus 로고
    • A fast, free-form rubber-sheet algorithm for contiguous area cartograms
    • Sun S. A fast, free-form rubber-sheet algorithm for contiguous area cartograms. Int J Geogr Inf Sci. 2013;27(3):567-93. doi: 10.1080/13658816.2012.709247.
    • (2013) Int J Geogr Inf Sci , vol.27 , Issue.3 , pp. 567-593
    • Sun, S.1
  • 31
    • 78650413682 scopus 로고    scopus 로고
    • Featured graphic: 'Geomorphology' of population health in Japan: looking through the cartogram lens
    • Nakaya T. Featured graphic: 'Geomorphology' of population health in Japan: looking through the cartogram lens. Environ Plan A. 2010;42:2807-8.
    • (2010) Environ Plan A , vol.42 , pp. 2807-2808
    • Nakaya, T.1
  • 32
    • 22444434565 scopus 로고
    • The area adjusted map: an epidemiological device
    • Levison ME, Haddon W Jr. The area adjusted map: an epidemiological device. Public Health Rep. 1965;80(1):55-9.
    • (1965) Public Health Rep , vol.80 , Issue.1 , pp. 55-59
    • Levison, M.E.1    Haddon, W.2
  • 33
    • 0029834783 scopus 로고    scopus 로고
    • Use of density equalizing map projections (DEMP) in the analysis of childhood cancer in four California counties
    • Merrill DW, Selvin S, Close ER, Homes HH. Use of density equalizing map projections (DEMP) in the analysis of childhood cancer in four California counties. Stat Med. 1996;15:1837-48.
    • (1996) Stat Med , vol.15 , pp. 1837-1848
    • Merrill, D.W.1    Selvin, S.2    Close, E.R.3    Homes, H.H.4
  • 34
    • 0031876156 scopus 로고    scopus 로고
    • Breast cancer detection: maps of 2 San Francisco bay area counties
    • Selvin S, Merrill D, Erdmann C, White M, Ragland K. Breast cancer detection: maps of 2 San Francisco bay area counties. Am J Public Health. 1998;88(8):1186-92.
    • (1998) Am J Public Health , vol.88 , Issue.8 , pp. 1186-1192
    • Selvin, S.1    Merrill, D.2    Erdmann, C.3    White, M.4    Ragland, K.5
  • 35
    • 0034666020 scopus 로고    scopus 로고
    • A classification of disease mapping methods
    • Bithell JF. A classification of disease mapping methods. Stat Med. 2000;19:2203-15.
    • (2000) Stat Med , vol.19 , pp. 2203-2215
    • Bithell, J.F.1
  • 36
    • 0026014247 scopus 로고
    • Second-order analysis of spatial clustering for inhomogeneous populations
    • Diggle PJ, Chetwynd AG. Second-order analysis of spatial clustering for inhomogeneous populations. Biometrics. 1991;47(3):1155-63.
    • (1991) Biometrics , vol.47 , Issue.3 , pp. 1155-1163
    • Diggle, P.J.1    Chetwynd, A.G.2
  • 37
    • 84920379837 scopus 로고    scopus 로고
    • Computer geographic analysis: a commentary on its use and misuse in public health
    • In: Lawson AB, Biggeri A, Böhning D, Lesaffre E, Viel J-F, Bertollini R, editors. Chichester: Wiley
    • Neutra RR. Computer geographic analysis: a commentary on its use and misuse in public health. In: Lawson AB, Biggeri A, Böhning D, Lesaffre E, Viel J-F, Bertollini R, editors. Disease mapping and risk assessment for public health. Chichester: Wiley; 1999. p. 311-9.
    • (1999) Disease mapping and risk assessment for public health , pp. 311-319
    • Neutra, R.R.1
  • 38
    • 57649239241 scopus 로고    scopus 로고
    • Geovisual analytics to enhance spatial scan statistic interpretation: an analysis of U.S. cervical cancer mortality
    • Chen J, Roth RE, Naito AT, Lengerich EJ, MacEachren AM. Geovisual analytics to enhance spatial scan statistic interpretation: an analysis of U.S. cervical cancer mortality. Int J Health Geogr. 2008;7:57. doi: 10.1186/1476-072X-7-57.
    • (2008) Int J Health Geogr , vol.7 , pp. 57
    • Chen, J.1    Roth, R.E.2    Naito, A.T.3    Lengerich, E.J.4    MacEachren, A.M.5
  • 39
    • 0031361662 scopus 로고    scopus 로고
    • A spatial scan statistic
    • Kulldorff M. A spatial scan statistic. Commun Stat Theory Methods. 1997;26(6):1481-96.
    • (1997) Commun Stat Theory Methods , vol.26 , Issue.6 , pp. 1481-1496
    • Kulldorff, M.1
  • 40
    • 84874215577 scopus 로고    scopus 로고
    • A spatial scan statistic for case event data based on connected components
    • Cucala L, Demattei C, Lopes P, Ribeiro A. A spatial scan statistic for case event data based on connected components. Comput Stat. 2013;28:357-69. doi: 10.1007/s00180-012-0304-6.
    • (2013) Comput Stat , vol.28 , pp. 357-369
    • Cucala, L.1    Demattei, C.2    Lopes, P.3    Ribeiro, A.4
  • 41
    • 0003099908 scopus 로고    scopus 로고
    • On the distribution of scan statistics of a two-dimensional Poisson process
    • Alm SE. On the distribution of scan statistics of a two-dimensional Poisson process. Adv Appl Probab. 1997;29(1):1-18.
    • (1997) Adv Appl Probab , vol.29 , Issue.1 , pp. 1-18
    • Alm, S.E.1
  • 42
    • 84878452783 scopus 로고    scopus 로고
    • An efficient measure of compactness for two-dimensional shapes and its application to regionalization problems
    • Li W, Goodchild MF, Church R. An efficient measure of compactness for two-dimensional shapes and its application to regionalization problems. Int J Geogr Inf Sci. 2013;27(6):1227-50. doi: 10.1080/13658816.2012.752093.
    • (2013) Int J Geogr Inf Sci , vol.27 , Issue.6 , pp. 1227-1250
    • Li, W.1    Goodchild, M.F.2    Church, R.3
  • 43
    • 85019174397 scopus 로고    scopus 로고
    • Surveillance, Epidemiology, and End Results (SEER) Program, SEER*Stat Database: Incidence - SEER 18 Regs Research Data, Nov 2014 Sub (2000-2012) -Linked to county attributes-Total U.S., 1969-2013 Counties, National Cancer Institute, DCCPS, Surveillance Research Program, Surveillance Systems Branch, released April, based on the November 2015 submission.
    • Surveillance, Epidemiology, and End Results (SEER) Program ( www.seer.cancer.gov ) SEER*Stat Database: Incidence - SEER 18 Regs Research Data, Nov 2014 Sub (2000-2012) -Linked to county attributes-Total U.S., 1969-2013 Counties, National Cancer Institute, DCCPS, Surveillance Research Program, Surveillance Systems Branch, released April 2016, based on the November 2015 submission.
    • (2016)
  • 44
    • 85009288486 scopus 로고    scopus 로고
    • Manual construction of continuous cartograms through mesh transformation
    • Kronenfeld BJ. Manual construction of continuous cartograms through mesh transformation. Cartogr Geogr Inf Sci. 2017. doi: 10.1080/15230406.2016.1270775.
    • (2017) Cartogr Geogr Inf Sci
    • Kronenfeld, B.J.1
  • 45
    • 84872114098 scopus 로고    scopus 로고
    • Information Management Services, Inc. SaTScanTM v8.0: Software for the spatial and space-time scan statistics
    • Accessed 14 Apr 2017
    • Kulldorff M, Information Management Services, Inc. SaTScanTM v8.0: Software for the spatial and space-time scan statistics. 2009. http://www.satscan.org/. Accessed 14 Apr 2017.
    • (2009)
    • Kulldorff, M.1
  • 46
    • 33646191268 scopus 로고    scopus 로고
    • A faster algorithm for detecting network motifs
    • Mallorca, Spain, vol 3692 in Lecture Notes in Bioinformatics. Springer
    • Wernicke S. A faster algorithm for detecting network motifs. In: Proceedings of the 5th workshop on algorithms in bioinformatics (WABI'05), Mallorca, Spain, vol 3692 in Lecture Notes in Bioinformatics. Springer; 2005. p. 165-77.
    • (2005) Proceedings of the 5th workshop on algorithms in bioinformatics (WABI'05) , pp. 165-177
    • Wernicke, S.1


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