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Volumn 32, Issue 2, 2012, Pages 195-207

An exploratory spatial data analysis of low birth weight prevalence in Georgia

Author keywords

Exploratory spatial data analysis (ESDA); Georgia; Low birth weight prevalence; Spatial variation

Indexed keywords

BIRTH RATE; CENSUS; EPIDEMIOLOGY; ETIOLOGY; GEOGRAPHICAL VARIATION; MINORITY GROUP; PUBLIC HEALTH; SPATIAL ANALYSIS; SPATIAL DATA; SPATIAL VARIATION; WEIGHT;

EID: 79960314155     PISSN: 01436228     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apgeog.2011.06.001     Document Type: Article
Times cited : (33)

References (62)
  • 1
    • 0001185891 scopus 로고
    • Searching for the elusive aggregation effect: evidence from statistical simulations
    • Amrhein C.G. Searching for the elusive aggregation effect: evidence from statistical simulations. Environment and Planning 1995, A27(1):105-119.
    • (1995) Environment and Planning , vol.A27 , Issue.1 , pp. 105-119
    • Amrhein, C.G.1
  • 2
    • 0002693628 scopus 로고
    • Exploratory spatial data analysis and geographic information systems
    • Wiley, New York, P. Longley, S. Brooks, B. Macmillan, R. McDonnell (Eds.)
    • Anselin L. Exploratory spatial data analysis and geographic information systems. GeoComputation: A primer 1994, 77-94. Wiley, New York. P. Longley, S. Brooks, B. Macmillan, R. McDonnell (Eds.).
    • (1994) GeoComputation: A primer , pp. 77-94
    • Anselin, L.1
  • 3
    • 0029507498 scopus 로고
    • Local indicators of spatial association - LISA
    • Anselin L. Local indicators of spatial association - LISA. Geographical Analysis 1995, 27:93-115.
    • (1995) Geographical Analysis , vol.27 , pp. 93-115
    • Anselin, L.1
  • 4
    • 33645929706 scopus 로고    scopus 로고
    • GeoDa: an introduction to spatial data analysis
    • Anselin L., Syabri I., Kho Y. GeoDa: an introduction to spatial data analysis. Geographical Analysis 2006, 38(1):5-22.
    • (2006) Geographical Analysis , vol.38 , Issue.1 , pp. 5-22
    • Anselin, L.1    Syabri, I.2    Kho, Y.3
  • 5
    • 0344117540 scopus 로고    scopus 로고
    • A new proposal to adjust Moran's I for population density
    • Assuncao R.M., Reis E.A. A new proposal to adjust Moran's I for population density. Statistics in Medicine 1999, 18(16):2147-2162.
    • (1999) Statistics in Medicine , vol.18 , Issue.16 , pp. 2147-2162
    • Assuncao, R.M.1    Reis, E.A.2
  • 6
    • 77049086567 scopus 로고    scopus 로고
    • A spatial analysis of the demographic and socio-economic variables associated with cardio-vascular disease in Calgary (Canada)
    • Bertazzon S., Olson S., Knudtson M. A spatial analysis of the demographic and socio-economic variables associated with cardio-vascular disease in Calgary (Canada). Applied Spatial Analysis and Policy 2010, 3(1):1-23.
    • (2010) Applied Spatial Analysis and Policy , vol.3 , Issue.1 , pp. 1-23
    • Bertazzon, S.1    Olson, S.2    Knudtson, M.3
  • 7
    • 0038293327 scopus 로고    scopus 로고
    • When being alone is better: neighborhood poverty, social capital and child mental health
    • Caughy M., O'Campo P., Muntaner C. When being alone is better: neighborhood poverty, social capital and child mental health. Social Science & Medicine 2003, 57(2):227-237.
    • (2003) Social Science & Medicine , vol.57 , Issue.2 , pp. 227-237
    • Caughy, M.1    O'Campo, P.2    Muntaner, C.3
  • 8
    • 81255139953 scopus 로고    scopus 로고
    • Last accessed 19.12.10 Centers for Disease Control and Prevention (CDC)
    • Centers for Disease Control and Prevention (CDC) Vitalstats: birth Last accessed 19.12.10. http://www.cdc.gov/nchs/fastats/birthwt.htm.
    • Vitalstats: birth
  • 9
    • 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):671-681.
    • (1987) Biometrics , vol.43 , Issue.3 , pp. 671-681
    • Clayton, D.1    Kaldor, J.2
  • 10
    • 33846068741 scopus 로고    scopus 로고
    • Modifiable risk factors for low birth weight and their effect on cerebral palsy and mental retardation
    • Collier S.A., Hogue J.R. Modifiable risk factors for low birth weight and their effect on cerebral palsy and mental retardation. Maternal and Child Health Journal 2006, 11(1):65-71.
    • (2006) Maternal and Child Health Journal , vol.11 , Issue.1 , pp. 65-71
    • Collier, S.A.1    Hogue, J.R.2
  • 11
    • 33847260209 scopus 로고    scopus 로고
    • An exploratory spatial analysis of pneumonia and influenza hospitalizations in Ontario by age and gender
    • Crighton S.J., Elliott, Moinnedin R., Kanaroglu P., Upshur R. An exploratory spatial analysis of pneumonia and influenza hospitalizations in Ontario by age and gender. Epidemiology and Infection 2007, 135(2):253-261.
    • (2007) Epidemiology and Infection , vol.135 , Issue.2 , pp. 253-261
    • Crighton, S.J.1    Elliott2    Moinnedin, R.3    Kanaroglu, P.4    Upshur, R.5
  • 13
    • 0021355091 scopus 로고
    • Small area statistics: large statistical problems
    • Diehr P. Small area statistics: large statistical problems. American Journal of Public Health 1984, 74(4):313-314.
    • (1984) American Journal of Public Health , vol.74 , Issue.4 , pp. 313-314
    • Diehr, P.1
  • 14
    • 81855226591 scopus 로고    scopus 로고
    • Very low birth weight births in Georgia, 1994-2005: trends and racial disparities
    • Available on line on Dec. 2010. Retrieved from, Last accessed 19.12.10
    • Dunlop A.L., Salihu H.M., Freymann G.R., Smith C.K., Brann A.W. Very low birth weight births in Georgia, 1994-2005: trends and racial disparities. Maternal and Child Health Journal 2010, Available on line on Dec. 2010. Retrieved from, Last accessed 19.12.10. http://www.springerlink.com/content/n158681217655737/.
    • (2010) Maternal and Child Health Journal
    • Dunlop, A.L.1    Salihu, H.M.2    Freymann, G.R.3    Smith, C.K.4    Brann, A.W.5
  • 16
    • 0037402411 scopus 로고    scopus 로고
    • Changes in the spatial pattern of low birth weight in a southern California county: the role of individual and neighborhood level factors
    • English P.B., Kharrazi M., Davies S., Scalf R., Waller L., Neutra R. Changes in the spatial pattern of low birth weight in a southern California county: the role of individual and neighborhood level factors. Social Science & Medicine 2003, 56(10):2073-2088.
    • (2003) Social Science & Medicine , vol.56 , Issue.10 , pp. 2073-2088
    • English, P.B.1    Kharrazi, M.2    Davies, S.3    Scalf, R.4    Waller, L.5    Neutra, R.6
  • 17
    • 77949454579 scopus 로고    scopus 로고
    • Redlands, CA ESRI
    • ESRI ArcGIS 9.3 2008, Redlands, CA.
    • (2008) ArcGIS 9.3
  • 19
    • 81255193501 scopus 로고    scopus 로고
    • Applied geography in 20th century North America: a perspective
    • Kluwer Academic Publishers, Dordrecht, Netherlands, A. Bailly, L.J. Gibson (Eds.)
    • Frazier J.W. Applied geography in 20th century North America: a perspective. Applied geography: A world perspective 2004, 187-210. Kluwer Academic Publishers, Dordrecht, Netherlands. A. Bailly, L.J. Gibson (Eds.).
    • (2004) Applied geography: A world perspective , pp. 187-210
    • Frazier, J.W.1
  • 21
    • 34848904085 scopus 로고    scopus 로고
    • Spatial perspectives in public health
    • Oxford University Press, New York, M.F. Goodchild, D.G. Janelle (Eds.)
    • Gatrell A.C., Rigby J.E. Spatial perspectives in public health. Spatially integrated social science: Examples in best practice 2004, 366-380. Oxford University Press, New York. M.F. Goodchild, D.G. Janelle (Eds.).
    • (2004) Spatially integrated social science: Examples in best practice , pp. 366-380
    • Gatrell, A.C.1    Rigby, J.E.2
  • 23
    • 81255202489 scopus 로고    scopus 로고
    • The University of Georgia, Center for Agribusiness and Economic Development, Athens, GA, Last accessed 06.06.11 Georgia County Guide (GCG)
    • Georgia County Guide (GCG) Electronic data 2011, The University of Georgia, Center for Agribusiness and Economic Development, Athens, GA, Last accessed 06.06.11. http://www.countyguide.uga.edu/.
    • (2011) Electronic data
  • 24
    • 79551504679 scopus 로고    scopus 로고
    • Retrieved from, Last accessed 19.12.10 Georgia Department of Community Health
    • Georgia Department of Community Health Vital records Retrieved from, Last accessed 19.12.10. http://health.state.ga.us/programs/vitalrecords/.
    • Vital records
  • 25
    • 81255139951 scopus 로고    scopus 로고
    • Atlanta, GA, Last accessed 06.06.11 Georgia GIS Clearinghousing (GGC)
    • Georgia GIS Clearinghousing (GGC) Data library 2011, Atlanta, GA, Last accessed 06.06.11. http://data.georgiaspatial.org/index.asp.
    • (2011) Data library
  • 26
    • 63349097528 scopus 로고    scopus 로고
    • Geographic analysis of low birthweight and infant mortality in Michigan using automated zoning methodology
    • Grady S.C., Enander H. Geographic analysis of low birthweight and infant mortality in Michigan using automated zoning methodology. International Journal of Health Geographics 2009, 8(10):1-18.
    • (2009) International Journal of Health Geographics , vol.8 , Issue.10 , pp. 1-18
    • Grady, S.C.1    Enander, H.2
  • 27
    • 0028576815 scopus 로고
    • Constructing regions for small area analysis: material deprivation and colorectal cancer
    • Haining R., Wises S., Blake M. Constructing regions for small area analysis: material deprivation and colorectal cancer. Journal of Public Health Medicine 1994, 16:429-438.
    • (1994) Journal of Public Health Medicine , vol.16 , pp. 429-438
    • Haining, R.1    Wises, S.2    Blake, M.3
  • 28
    • 81255132221 scopus 로고    scopus 로고
    • The modifiable areal unit problem (MAUP) and health disparities.
    • Dissertations Collection for University of Connecticut. Paper AAI3367358.
    • Hayward, P. M. (2009) The modifiable areal unit problem (MAUP) and health disparities. Dissertations Collection for University of Connecticut. Paper AAI3367358.
    • (2009)
    • Hayward, P.M.1
  • 30
    • 0029803818 scopus 로고    scopus 로고
    • Smoothing geographical data, particularly rates of disease
    • Kafadar K. Smoothing geographical data, particularly rates of disease. Statistics in Medicine 1996, 15(23):2539-2560.
    • (1996) Statistics in Medicine , vol.15 , Issue.23 , pp. 2539-2560
    • Kafadar, K.1
  • 31
    • 0036632279 scopus 로고    scopus 로고
    • The Canadian obesity epidemic: an historical perspective
    • Katzmarzyk P.T. The Canadian obesity epidemic: an historical perspective. Obesity Research 2002, 10(7):666-674.
    • (2002) Obesity Research , vol.10 , Issue.7 , pp. 666-674
    • Katzmarzyk, P.T.1
  • 33
    • 0018574645 scopus 로고
    • Problems of spatial analysis in geographical epidemiology
    • King P.E. Problems of spatial analysis in geographical epidemiology. Social Science & Medicine 1979, 13D:249-252.
    • (1979) Social Science & Medicine , vol.13 D , pp. 249-252
    • King, P.E.1
  • 34
    • 0007164541 scopus 로고
    • Detection of clusters
    • Small Area Health Statistics Unit, London, P. Elliott (Ed.)
    • Knox E. Detection of clusters. Methodology of enquiries into disease clustering 1989, Small Area Health Statistics Unit, London. P. Elliott (Ed.).
    • (1989) Methodology of enquiries into disease clustering
    • Knox, E.1
  • 35
    • 0030363188 scopus 로고    scopus 로고
    • The role of region-specific institutionalized cultural characteristics on income inequality in the American South: the case of Georgia's plantation belt
    • Levernier W. The role of region-specific institutionalized cultural characteristics on income inequality in the American South: the case of Georgia's plantation belt. Review of Regional Studies 1996, 26(3):301-316.
    • (1996) Review of Regional Studies , vol.26 , Issue.3 , pp. 301-316
    • Levernier, W.1
  • 36
    • 0032326306 scopus 로고    scopus 로고
    • The determinants of poverty in Georgia's plantation belt: explaining the difference in measured poverty rates
    • Levernier W., White J. The determinants of poverty in Georgia's plantation belt: explaining the difference in measured poverty rates. American Journal of Economics and Sociology 1998, 57(1):47-70.
    • (1998) American Journal of Economics and Sociology , vol.57 , Issue.1 , pp. 47-70
    • Levernier, W.1    White, J.2
  • 38
    • 81255193499 scopus 로고    scopus 로고
    • Three decades of applied geography: themes from the applied geography conferences since 1978
    • Montz B.E., Tobin G.A. Three decades of applied geography: themes from the applied geography conferences since 1978. Papers of the Applied Geography Conferences 2007, 30:1-9.
    • (2007) Papers of the Applied Geography Conferences , vol.30 , pp. 1-9
    • Montz, B.E.1    Tobin, G.A.2
  • 39
    • 0033305533 scopus 로고    scopus 로고
    • Spatial analytical methods and geographic information systems: use in health research and epidemiology
    • Moore D.A., Carpenter T.E. Spatial analytical methods and geographic information systems: use in health research and epidemiology. Epidemiology Review 1999, 21:143-161.
    • (1999) Epidemiology Review , vol.21 , pp. 143-161
    • Moore, D.A.1    Carpenter, T.E.2
  • 40
    • 0036454075 scopus 로고    scopus 로고
    • Measuring functional outcomes after prematurity: developmental impact of very low birth weight and extremely low birthweight status on childhood disability
    • Msall M.E., Tremont M.R. Measuring functional outcomes after prematurity: developmental impact of very low birth weight and extremely low birthweight status on childhood disability. Mental Retardation and Developmental Disabilities Research Reviews 2002, 8:258-272.
    • (2002) Mental Retardation and Developmental Disabilities Research Reviews , vol.8 , pp. 258-272
    • Msall, M.E.1    Tremont, M.R.2
  • 41
    • 55349093546 scopus 로고    scopus 로고
    • A scale-space clustering method: mitigating the effect of scale in the analysis of zone-based data
    • Mu L., Wang F.H. A scale-space clustering method: mitigating the effect of scale in the analysis of zone-based data. Annals of the Association of American Geographers 2008, 98(1):85-101.
    • (2008) Annals of the Association of American Geographers , vol.98 , Issue.1 , pp. 85-101
    • Mu, L.1    Wang, F.H.2
  • 42
    • 0033775847 scopus 로고    scopus 로고
    • Integrating attribute and space characteristics in choropleth display and spatial data mining
    • Murray A.T., Shyy T.K. Integrating attribute and space characteristics in choropleth display and spatial data mining. International Journal of Geographical Information Science 2000, 14(7):649-667.
    • (2000) International Journal of Geographical Information Science , vol.14 , Issue.7 , pp. 649-667
    • Murray, A.T.1    Shyy, T.K.2
  • 43
    • 0037218107 scopus 로고    scopus 로고
    • Invited commentary: advancing theory and methods for multilevel models of residential neighborhoods and health
    • O'Campo P. Invited commentary: advancing theory and methods for multilevel models of residential neighborhoods and health. American Journal of Epidemiology 2003, 157(1):9-13.
    • (2003) American Journal of Epidemiology , vol.157 , Issue.1 , pp. 9-13
    • O'Campo, P.1
  • 44
    • 0030794577 scopus 로고    scopus 로고
    • Neighborhood risk factors for low birthweight in Baltimore: a multilevel analysis
    • O'Campo P., Xue X., Wang M.C., Caughy M. Neighborhood risk factors for low birthweight in Baltimore: a multilevel analysis. American Journal of Public Health 1997, 87(7):1113-1118.
    • (1997) American Journal of Public Health , vol.87 , Issue.7 , pp. 1113-1118
    • O'Campo, P.1    Xue, X.2    Wang, M.C.3    Caughy, M.4
  • 45
    • 0028876901 scopus 로고
    • Adjusting Moran's I for population density
    • Oden N. Adjusting Moran's I for population density. Statistics in Medicine 1995, 14(1):17-26.
    • (1995) Statistics in Medicine , vol.14 , Issue.1 , pp. 17-26
    • Oden, N.1
  • 48
    • 63449091852 scopus 로고    scopus 로고
    • An exploratory spatial analysis of overweight and obesity in Canada
    • Pouliou T., Elliott S.J. An exploratory spatial analysis of overweight and obesity in Canada. Preventive Medicine 2009, 48:362-367.
    • (2009) Preventive Medicine , vol.48 , pp. 362-367
    • Pouliou, T.1    Elliott, S.J.2
  • 49
    • 0022410462 scopus 로고
    • Prognosis for low-birthweight infants up to the age of 14: a population study
    • Rantakallio P., von Wendt L. Prognosis for low-birthweight infants up to the age of 14: a population study. Developmental Medicine and Child Neurology 1985, 27(5):655-663.
    • (1985) Developmental Medicine and Child Neurology , vol.27 , Issue.5 , pp. 655-663
    • Rantakallio, P.1    von Wendt, L.2
  • 50
    • 0035555888 scopus 로고    scopus 로고
    • Detecting and analyzing clusters of low-birth weight incidence using exploratory spatial data analysis
    • Reader S. Detecting and analyzing clusters of low-birth weight incidence using exploratory spatial data analysis. GeoJournal 2001, 53(2):149-159.
    • (2001) GeoJournal , vol.53 , Issue.2 , pp. 149-159
    • Reader, S.1
  • 51
    • 33750145232 scopus 로고
    • A follow-up study of children of low birth weight and control children at school age
    • Robinson N.M., Robinson H.B. A follow-up study of children of low birth weight and control children at school age. Pediatrics 1965, 35:425-433.
    • (1965) Pediatrics , vol.35 , pp. 425-433
    • Robinson, N.M.1    Robinson, H.B.2
  • 52
    • 0001042798 scopus 로고
    • Ecological correlations and the behavior of individuals
    • Robinson W.S. Ecological correlations and the behavior of individuals. American Sociological Review 1950, 15:351-357.
    • (1950) American Sociological Review , vol.15 , pp. 351-357
    • Robinson, W.S.1
  • 53
    • 39549088300 scopus 로고    scopus 로고
    • Reducing MAUP bias of correlation statistics between water quality and GI illness
    • Swift A., Liu L., Uber J. Reducing MAUP bias of correlation statistics between water quality and GI illness. Computers, Environment and Urban Systems 2008, 32(2):134-148.
    • (2008) Computers, Environment and Urban Systems , vol.32 , Issue.2 , pp. 134-148
    • Swift, A.1    Liu, L.2    Uber, J.3
  • 54
    • 0034665898 scopus 로고    scopus 로고
    • Evaluation of spatial filters to create smoothed maps of health data
    • Talbot T.O., Kulldorff M., Forand S.P., Haley V.B. Evaluation of spatial filters to create smoothed maps of health data. Statistics in Medicine 2000, 19(17-18):2399-2408.
    • (2000) Statistics in Medicine , vol.19 , Issue.17-18 , pp. 2399-2408
    • Talbot, T.O.1    Kulldorff, M.2    Forand, S.P.3    Haley, V.B.4
  • 56
    • 33748286933 scopus 로고    scopus 로고
    • Investigation of geo-spatial hotspots for the occurrence of tuberculosis in Almora district, India, using GIS and spatial scan statistic
    • Tiwari N., Adhikari C., Tewari A., Kandpal V. Investigation of geo-spatial hotspots for the occurrence of tuberculosis in Almora district, India, using GIS and spatial scan statistic. International Journal of Health Geographics 2006, 5(1):33.
    • (2006) International Journal of Health Geographics , vol.5 , Issue.1 , pp. 33
    • Tiwari, N.1    Adhikari, C.2    Tewari, A.3    Kandpal, V.4
  • 57
    • 81255132222 scopus 로고    scopus 로고
    • U.S. Census Bureau, Geography Division, Cartographic Products Management Branch, Washington, D.C., Last accessed 19.12.10, U.S. Census Bureau
    • U.S. Census Bureau Cartographic boundary files 2010, U.S. Census Bureau, Geography Division, Cartographic Products Management Branch, Washington, D.C., Last accessed 19.12.10. http://www.census.gov/geo/www/cob/.
    • (2010) Cartographic boundary files
  • 58
    • 0003427756 scopus 로고    scopus 로고
    • U.S. Government Printing Office, Washington, D.C. U.S. Department of Health and Human Services (USDHHS)
    • U.S. Department of Health and Human Services (USDHHS) Healthy people 2010 2000, U.S. Government Printing Office, Washington, D.C.
    • (2000) Healthy people 2010
  • 60
    • 0029871520 scopus 로고    scopus 로고
    • The spatial autocorrelation coefficient Moran's I under heteroscedasticity
    • WaldhöR T. The spatial autocorrelation coefficient Moran's I under heteroscedasticity. Statistics in Medicine 1996, 15(7-9):887-892.
    • (1996) Statistics in Medicine , vol.15 , Issue.7-9 , pp. 887-892
    • WaldhöR, T.1
  • 62


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