OIT_Neighborhood
2024-01-16
Distributions of variables in the neighborhoods of this sample
## Correlation table of neighborhood predictors and outcome of interest
(BI stranger score towards racial outgroup)
## Warning: NAs introduced by coercion##
##
## Means, standard deviations, and correlations with confidence intervals
##
##
## Variable M SD 1 2
## 1. racial_diversity 0.10 0.55
##
## 2. implicit_black_white_racial_bias 0.05 0.56 -.80
## [-.99, .27]
##
## 3. gini_index 0.17 0.59 .18 -.40
## [-.84, .92] [-.95, .74]
##
## 4. black_white_income_inequality 0.25 0.50 .00 -.20
## [-.88, .88] [-.92, .83]
##
## 5. BI_Stranger_avgZ 0.02 0.57 -.25 .12
## [-.93, .81] [-.85, .91]
##
## 3 4
##
##
##
##
##
##
##
##
## .78
## [-.32, .98]
##
## -.83 -.69
## [-.99, .19] [-.98, .50]
##
##
## Note. M and SD are used to represent mean and standard deviation, respectively.
## Values in square brackets indicate the 95% confidence interval.
## The confidence interval is a plausible range of population correlations
## that could have caused the sample correlation (Cumming, 2014).
## * indicates p < .05. ** indicates p < .01.
## ## Warning: NAs introduced by coercion##
## Call:
## lm(formula = BI_Stranger_avgZ ~ racial_diversity * relevel(Stranger_group,
## ref = "Outgroup"), data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.30872 -0.34244 0.00343 0.35883 1.48083
##
## Coefficients:
## Estimate
## (Intercept) 0.3452
## racial_diversity -0.5610
## relevel(Stranger_group, ref = "Outgroup")Ingroup -1.0792
## racial_diversity:relevel(Stranger_group, ref = "Outgroup")Ingroup 1.3618
## Std. Error
## (Intercept) 0.3773
## racial_diversity 0.5926
## relevel(Stranger_group, ref = "Outgroup")Ingroup 0.5241
## racial_diversity:relevel(Stranger_group, ref = "Outgroup")Ingroup 0.8838
## t value
## (Intercept) 0.915
## racial_diversity -0.947
## relevel(Stranger_group, ref = "Outgroup")Ingroup -2.059
## racial_diversity:relevel(Stranger_group, ref = "Outgroup")Ingroup 1.541
## Pr(>|t|)
## (Intercept) 0.3650
## racial_diversity 0.3488
## relevel(Stranger_group, ref = "Outgroup")Ingroup 0.0451 *
## racial_diversity:relevel(Stranger_group, ref = "Outgroup")Ingroup 0.1302
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.6113 on 46 degrees of freedom
## (61 observations deleted due to missingness)
## Multiple R-squared: 0.1132, Adjusted R-squared: 0.05538
## F-statistic: 1.958 on 3 and 46 DF, p-value: 0.1336##
## Call:
## lm(formula = BI_Stranger_avgZ ~ implicit_black_white_racial_bias *
## relevel(Stranger_group, ref = "Outgroup"), data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.32797 -0.34200 -0.04606 0.43612 1.46252
##
## Coefficients:
## Estimate
## (Intercept) -0.1509297
## implicit_black_white_racial_bias 0.6550032
## relevel(Stranger_group, ref = "Outgroup")Ingroup -0.0004055
## implicit_black_white_racial_bias:relevel(Stranger_group, ref = "Outgroup")Ingroup -1.3185115
## Std. Error
## (Intercept) 0.4877324
## implicit_black_white_racial_bias 1.9749143
## relevel(Stranger_group, ref = "Outgroup")Ingroup 0.8414107
## implicit_black_white_racial_bias:relevel(Stranger_group, ref = "Outgroup")Ingroup 3.3292776
## t value
## (Intercept) -0.309
## implicit_black_white_racial_bias 0.332
## relevel(Stranger_group, ref = "Outgroup")Ingroup 0.000
## implicit_black_white_racial_bias:relevel(Stranger_group, ref = "Outgroup")Ingroup -0.396
## Pr(>|t|)
## (Intercept) 0.758
## implicit_black_white_racial_bias 0.742
## relevel(Stranger_group, ref = "Outgroup")Ingroup 1.000
## implicit_black_white_racial_bias:relevel(Stranger_group, ref = "Outgroup")Ingroup 0.694
##
## Residual standard error: 0.6258 on 46 degrees of freedom
## (61 observations deleted due to missingness)
## Multiple R-squared: 0.07064, Adjusted R-squared: 0.01003
## F-statistic: 1.165 on 3 and 46 DF, p-value: 0.3332##
## Call:
## lm(formula = BI_Stranger_avgZ ~ gini_index * relevel(Stranger_group,
## ref = "Outgroup"), data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.85991 -0.35382 -0.04268 0.30276 1.27828
##
## Coefficients:
## Estimate Std. Error
## (Intercept) 2.7210 0.9444
## gini_index -6.5750 2.2710
## relevel(Stranger_group, ref = "Outgroup")Ingroup -3.3460 1.5448
## gini_index:relevel(Stranger_group, ref = "Outgroup")Ingroup 7.2994 3.6603
## t value Pr(>|t|)
## (Intercept) 2.881 0.00600 **
## gini_index -2.895 0.00578 **
## relevel(Stranger_group, ref = "Outgroup")Ingroup -2.166 0.03554 *
## gini_index:relevel(Stranger_group, ref = "Outgroup")Ingroup 1.994 0.05207 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.5763 on 46 degrees of freedom
## (61 observations deleted due to missingness)
## Multiple R-squared: 0.2119, Adjusted R-squared: 0.1605
## F-statistic: 4.122 on 3 and 46 DF, p-value: 0.01136##
## Call:
## lm(formula = BI_Stranger_avgZ ~ black_white_income_inequality *
## relevel(Stranger_group, ref = "Outgroup"), data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.02394 -0.37413 -0.07556 0.43041 1.55817
##
## Coefficients:
## Estimate
## (Intercept) 1.700e-01
## black_white_income_inequality -3.792e-06
## relevel(Stranger_group, ref = "Outgroup")Ingroup -5.646e-01
## black_white_income_inequality:relevel(Stranger_group, ref = "Outgroup")Ingroup 5.359e-06
## Std. Error
## (Intercept) 2.039e-01
## black_white_income_inequality 2.782e-06
## relevel(Stranger_group, ref = "Outgroup")Ingroup 2.952e-01
## black_white_income_inequality:relevel(Stranger_group, ref = "Outgroup")Ingroup 3.758e-06
## t value
## (Intercept) 0.834
## black_white_income_inequality -1.363
## relevel(Stranger_group, ref = "Outgroup")Ingroup -1.912
## black_white_income_inequality:relevel(Stranger_group, ref = "Outgroup")Ingroup 1.426
## Pr(>|t|)
## (Intercept) 0.4093
## black_white_income_inequality 0.1801
## relevel(Stranger_group, ref = "Outgroup")Ingroup 0.0627
## black_white_income_inequality:relevel(Stranger_group, ref = "Outgroup")Ingroup 0.1613
##
## (Intercept)
## black_white_income_inequality
## relevel(Stranger_group, ref = "Outgroup")Ingroup .
## black_white_income_inequality:relevel(Stranger_group, ref = "Outgroup")Ingroup
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.6151 on 42 degrees of freedom
## (65 observations deleted due to missingness)
## Multiple R-squared: 0.0871, Adjusted R-squared: 0.02189
## F-statistic: 1.336 on 3 and 42 DF, p-value: 0.2756##
## Call:
## lm(formula = BI_Stranger_avgZ ~ racial_diversity * relevel(Stranger_group,
## ref = "Outgroup"), data = sub3)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.2582 -0.2788 -0.1119 0.2493 1.5309
##
## Coefficients:
## Estimate
## (Intercept) 0.2904
## racial_diversity -0.5546
## relevel(Stranger_group, ref = "Outgroup")Ingroup -0.9712
## racial_diversity:relevel(Stranger_group, ref = "Outgroup")Ingroup 0.9723
## Std. Error
## (Intercept) 0.4454
## racial_diversity 0.7564
## relevel(Stranger_group, ref = "Outgroup")Ingroup 0.5920
## racial_diversity:relevel(Stranger_group, ref = "Outgroup")Ingroup 1.0586
## t value
## (Intercept) 0.652
## racial_diversity -0.733
## relevel(Stranger_group, ref = "Outgroup")Ingroup -1.641
## racial_diversity:relevel(Stranger_group, ref = "Outgroup")Ingroup 0.919
## Pr(>|t|)
## (Intercept) 0.519
## racial_diversity 0.469
## relevel(Stranger_group, ref = "Outgroup")Ingroup 0.111
## racial_diversity:relevel(Stranger_group, ref = "Outgroup")Ingroup 0.365
##
## Residual standard error: 0.637 on 32 degrees of freedom
## (39 observations deleted due to missingness)
## Multiple R-squared: 0.1469, Adjusted R-squared: 0.06697
## F-statistic: 1.837 on 3 and 32 DF, p-value: 0.1602##
## Call:
## lm(formula = BI_Stranger_avgZ ~ implicit_black_white_racial_bias *
## relevel(Stranger_group, ref = "Outgroup"), data = sub3)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.33673 -0.32490 -0.03973 0.29808 1.36233
##
## Coefficients:
## Estimate
## (Intercept) 0.20055
## implicit_black_white_racial_bias -0.91273
## relevel(Stranger_group, ref = "Outgroup")Ingroup -0.07297
## implicit_black_white_racial_bias:relevel(Stranger_group, ref = "Outgroup")Ingroup -1.58527
## Std. Error
## (Intercept) 0.60794
## implicit_black_white_racial_bias 2.45690
## relevel(Stranger_group, ref = "Outgroup")Ingroup 0.99125
## implicit_black_white_racial_bias:relevel(Stranger_group, ref = "Outgroup")Ingroup 3.99585
## t value
## (Intercept) 0.330
## implicit_black_white_racial_bias -0.371
## relevel(Stranger_group, ref = "Outgroup")Ingroup -0.074
## implicit_black_white_racial_bias:relevel(Stranger_group, ref = "Outgroup")Ingroup -0.397
## Pr(>|t|)
## (Intercept) 0.744
## implicit_black_white_racial_bias 0.713
## relevel(Stranger_group, ref = "Outgroup")Ingroup 0.942
## implicit_black_white_racial_bias:relevel(Stranger_group, ref = "Outgroup")Ingroup 0.694
##
## Residual standard error: 0.6379 on 32 degrees of freedom
## (39 observations deleted due to missingness)
## Multiple R-squared: 0.1446, Adjusted R-squared: 0.06442
## F-statistic: 1.803 on 3 and 32 DF, p-value: 0.1664##
## Call:
## lm(formula = BI_Stranger_avgZ ~ gini_index * relevel(Stranger_group,
## ref = "Outgroup"), data = sub3)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1.85866 -0.33164 -0.09245 0.26018 1.29997
##
## Coefficients:
## Estimate Std. Error
## (Intercept) 2.613 1.117
## gini_index -6.356 2.677
## relevel(Stranger_group, ref = "Outgroup")Ingroup -3.609 1.785
## gini_index:relevel(Stranger_group, ref = "Outgroup")Ingroup 7.571 4.221
## t value Pr(>|t|)
## (Intercept) 2.340 0.0257 *
## gini_index -2.374 0.0237 *
## relevel(Stranger_group, ref = "Outgroup")Ingroup -2.022 0.0516 .
## gini_index:relevel(Stranger_group, ref = "Outgroup")Ingroup 1.794 0.0823 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.5941 on 32 degrees of freedom
## (39 observations deleted due to missingness)
## Multiple R-squared: 0.2581, Adjusted R-squared: 0.1885
## F-statistic: 3.71 on 3 and 32 DF, p-value: 0.02135##
## Call:
## lm(formula = BI_Stranger_avgZ ~ black_white_income_inequality *
## relevel(Stranger_group, ref = "Outgroup"), data = sub3)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2.0017 -0.2962 -0.1122 0.3617 1.5849
##
## Coefficients:
## Estimate
## (Intercept) 1.351e-01
## black_white_income_inequality -3.693e-06
## relevel(Stranger_group, ref = "Outgroup")Ingroup -5.921e-01
## black_white_income_inequality:relevel(Stranger_group, ref = "Outgroup")Ingroup 3.815e-06
## Std. Error
## (Intercept) 2.518e-01
## black_white_income_inequality 3.102e-06
## relevel(Stranger_group, ref = "Outgroup")Ingroup 3.414e-01
## black_white_income_inequality:relevel(Stranger_group, ref = "Outgroup")Ingroup 4.229e-06
## t value
## (Intercept) 0.537
## black_white_income_inequality -1.190
## relevel(Stranger_group, ref = "Outgroup")Ingroup -1.734
## black_white_income_inequality:relevel(Stranger_group, ref = "Outgroup")Ingroup 0.902
## Pr(>|t|)
## (Intercept) 0.5958
## black_white_income_inequality 0.2438
## relevel(Stranger_group, ref = "Outgroup")Ingroup 0.0938
## black_white_income_inequality:relevel(Stranger_group, ref = "Outgroup")Ingroup 0.3746
##
## (Intercept)
## black_white_income_inequality
## relevel(Stranger_group, ref = "Outgroup")Ingroup .
## black_white_income_inequality:relevel(Stranger_group, ref = "Outgroup")Ingroup
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.6402 on 28 degrees of freedom
## (43 observations deleted due to missingness)
## Multiple R-squared: 0.1193, Adjusted R-squared: 0.0249
## F-statistic: 1.264 on 3 and 28 DF, p-value: 0.3058## `geom_smooth()` using formula = 'y ~ x'## Warning: Removed 54 rows containing non-finite values (`stat_smooth()`).## `geom_smooth()` using formula = 'y ~ x'## Warning: Removed 6 rows containing non-finite values (`stat_smooth()`).