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. 2023 Apr 11:1–30. Online ahead of print. doi: 10.1057/s41269-023-00297-4

Table 4.

Regression analysis

Institutional Protest Social media participation
Standard β t value p value Standard β t value p value Standard β t value p value
Constant 2.02* 0.05 3.97*** 0.00 1.52 .13
Block 1: Demographics
 Age 0.01 0.21 0.83  − 0.11  − 3.31** 0.001  − 0.06  − 1.88 0.06
 Gender (ref = female)  − 0.04  − 1.07 0.29 0.13 3.61*** 0.00 0.12 3.14** 0.002
 Financial stress 0.12 3.55*** 0.00 0.07 2.12* 0.03 0.12 3.56*** 0.00
Block 2: Controls
 Political interest 0.18 3.93*** 0.00 0.17 3.75*** 0.00 0.25 5.59*** 0.00
 Social media use 0.01 0.34 0.74 0.03 0.93 0.35 0.12 3.52*** 0.00
 Internal political efficacy 0.16 3.66*** 0.00 0.16 3.56*** 0.00 0.17 3.78*** 0.00
 Satisfaction with democracy  − 0.24  − 5.21*** 0.00  − 0.08  − 1.67 0.10  − 0.08  − 1.62 0.11
 Political ideology 0.03 0.76 0.45  − 0.28  − 7.27*** 0.00  − 0.13  − 3.44** 0.001
Block 3: Indicators of discontent
 Past electoral exit  − 0.02  − 0.49 0.62  − 0.01  − 0.24 0.81 0.03 0.91 0.36
 Political trust (outcomes) 0.02 0.39 0.70  − 0.14  − 2.86** 0.004  − 0.11  − 2.36* 0.02
 Political trust (institutions) 0.15 2.99** 0.003 0.06 1.20 0.23  − 0.01  − 0.27 0.79
 Trust in news media  − 0.08  − 1.88 0.06  − 0.08  − 2.08* 0.04  − 0.10  − 2.44* 0.02
 Political hopelessness  − 0.29  − 6.23*** 0.00  − 0.16  − 3.42** 0.001  − 0.23  − 4.94*** 0.00
 Populist attitudes 0.09 2.16* 0.03 0.13 3.11** 0.002 0.09 2.11* 0.04
Adjusted R2 (model 1: only block 1 variables) 0.03 0.04 0.01
Adjusted R2 (model 2: block 1 + block 2 variables) 0.15 0.20 0.20
Adjusted R2 (final model) 0.22 0.23 0.23
N (respondents) 720 720 720

*p < 0.05; **p < 0.01; ***p < 0.001