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Table 2 GWR results of community determinants of male suicide mortality in South Korea (2021)

From: Spatially clustered patterns of suicide mortality rates in South Korea: a geographically weighted regression analysis

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Distribution of GWR coefficients across 249 districts

Number of significant districts**

(N = 249)

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Q1

Coeff.

Median

Coeff.

Q3

Coeff.

Global

Coeff.*

(Intercept)

-0.004

0.043

0.091

0.016

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Aging index

0.058

0.183

0.464

0.179

122

49.0%

Single-person households

0.225

0.294

0.346

0.278

217

87.1%

Psychiatric clinics

-0.201

-0.152

-0.014

-0.153

122

49.0%

Unmet medical needs

0.088

0.117

0.136

0.049

9

3.6%

AIC: 602.244

Residual sum of squares: 150.471

AICc: 629.764

Quasi-global R2: 0.373

  1. * Global coefficients correspond to values obtained using the ordinary least squares method, which does not consider spatial heterogeneity
  2. ** Number of districts where GWR coefficients were statistically significant among 249 districts in which their local t-values exceeded 1.96 or were below − 1.96
  3. Notes: GWR, geographically weighted regression; AIC, Akaike information criterion; AICc, Akaike information criterion with correction. All variables are standardized. The GWR was performed based on a fixed bandwidth (= 76.921 Km) with a Gaussian Kernel function