Table 1 Bayesian multilevel models predicting anti-science attitudes across countries.

From: Legacy media as inhibitors and drivers of public reservations against science: global survey evidence on the link between media use and anti-science attitudes

 

Model 1: Legacy media use

Model 2: Country-level indicators and cross-level interactions

Predictors

Estimate

Estimated error

HDI (89%)

Estimate

Estimated error

HDI (89%)

Fixed effects

      

(Intercept)

4.241

0.138

4.034–4.469

4.018

1.332

1.938–6.156

Gender (male)

−0.109

0.019

−0.130–−0.077

−0.109

0.018

−0.137–−0.079

Age

0.004

0.001

0.003–0.005

0.004

0.001

0.003–0.005

Education

−0.090

0.005

−0.098–−0.081

−0.090

0.005

−0.098–−0.081

Income

0.015

0.005

0.007–0.023

0.015

0.005

0.007–0.022

Town size

−0.004

0.005

−0.011–0.004

−0.004

0.005

−0.011–0.004

Religiosity

0.118

0.004

0.111–0.124

0.118

0.004

0.112–0.124

Political orientation (right)

0.048

0.004

0.042–0.054

0.048

0.004

0.042–0.055

Legacy media use

0.008

0.025

−0.032–0.048

−0.500

0.249

−0.892–−0.106

Freedom of the press

   

0.000

0.006

−0.009–0.009

Prevalence of populist rhetoric

   

−0.052

0.179

−0.346–0.222

Uncertainty avoidance

   

0.007

0.006

−0.002–0.016

Legacy media use × freedom of the press

   

−0.000

0.001

−0.002–0.002

Legacy media use × prevalence of populist rhetoric

   

0.068

0.033

0.013–0.119

Legacy media use × uncertainty avoidance

   

0.002

0.001

0.000–0.003

Random effects

Intercepts (SD)

0.758

0.097

0.601–0.902

0.768

0.104

0.601–0.920

Effects (SD)

0.143

0.020

0.110–0.173

0.133

0.021

0.100–0.165

Residuals (SD)

1.915

0.006

1.905–1.926

1.915

0.006

1.905–1.926

  1. Note: Models contained country-level varying intercepts and slopes of media use. Models fitted using the R package brms v2.15.0 (Bürkner, 2021) and weakly informative priors (Nalborczyk et al., 2019). Observations = 44,055, Levels = 38. Model 1: Adjusted ICC = 0.140, Conditional ICC = 0.133, WAIC = 182,361.1 (SE = 293.0). Model 2: Adjusted ICC = 0.134, Conditional ICC = 0.125, WAIC = 182,362.0 (SE = 293.0).