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Table 3 Assessment of spatial non-stationarity of regression coefficients in MGWR model predicting log-transformed diabetes-related hospitalization rates

From: Determinants of disparities of diabetes-related hospitalization rates in Florida: a retrospective ecological study using a multiscale geographically weighted regression approach

Parameter

SEa (OLSb)

IQRc (MGWRd)

IQRc–2(SEa)

Intercept

0.023

0.489

0.443

Population density

0.031

0.287

0.225

Percent 65 and older

0.027

0.190

0.136

Percent non-Hispanic Black

0.029

0.257

0.199

Percent Hispanic

0.031

0.010

− 0.052

Median household income

0.034

0.157

0.089

Percent without a high school education

0.036

0.362

0.290

Unemployment rate

0.027

0.177

0.123

Percent without health insurance

0.032

0.343

0.279

Percent without access to a vehicle

0.032

0.108

0.044

  1. aStandard error; bGlobal ordinary least squares regression model; cInterquartile range; dMultiscale geographically weighted regression model
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International Journal of Health Geographics

ISSN: 1476-072X