Table 1.
Model | Mean square error |
Model comparison from the meta-analysis | |||
---|---|---|---|---|---|
Study 1 | Study 2 | Study 3 | Study 4 | ||
1. Ideology only: ŷ = 0.022 − 1.420(ideology) | 0.015 (0.019) | 0.021 (0.030) | 0.035 (0.086) | 0.022 (0.035) | More accurate than Models 3, 4, 5, 6, and 7 |
2. Ideology, status, and choice: ŷ = 0.016 – 1.505(ideology) + 0.128(status) + 0.072(choice) | 0.013 (0.020) | 0.021 (0.032) | 0.037 (0.096) | 0.023 (0.038) | More accurate than Models 3, 4, 5, 6, and 7 |
3. Conventionalism only: ŷ = 0.157 − 1.947(conventionalism) | 0.040 (0.076) | 0.054 (0.083) | 0.039 (0.047) | 0.055 (0.065) | More accurate than Models 5, 6, and 7 |
4. Conventionalism, status, and choice: ŷ = 0.166 − 1.827(conventionalism) – 0.076(status) − 0.185(choice) | 0.041 (0.078) | 0.047 (0.079) | 0.033 (0.045) | 0.049 (0.070) | More accurate than Models 5, 6, and 7 |
5. Status only: ŷ = 0.001 – 0.846(status) | 0.090 (0.153) | 0.081 (0.138) | 0.095 (0.091) | 0.072 (0.106) | Not more accurate than any models |
6. Choice only: ŷ = 0.041 – 0.398(choice) | 0.108 (0.166) | 0.093 (0.122) | 0.111 (0.114) | 0.074 (0.117) | Not more accurate than any models |
7. Null: ŷ = 0 | 0.111 (0.155) | 0.095 (0.135) | 0.113 (0.101) | 0.076 (0.117) | Not more accurate than any models |
Note: For each model, the table presents mean square errors in the four studies, with standard deviations in parentheses.