Table 3.
Binary logistic regression demonstrates that SOM clusters based on energy source preference.
| Develop Alternative Energy |
Phase out oil, coal, and gas |
|||
|---|---|---|---|---|
| Model 1 |
Model 2 |
Model 3 |
Model 4 |
|
| O.R. | O.R. | O.R. | O.R. | |
| Political Variables | ||||
| Lib. Democrat (ref) | ||||
| Mod/Con Democrat | .659** | .906 | .518*** | .576*** |
| Lib/Mod Republican | .151*** | .296*** | .167*** | .245*** |
| Cons. Republican | .041*** | .110*** | .058*** | .120*** |
| Control Variables | ||||
| Income Cat | 1.030** | 1.003 | 1.006 | .977 |
| Female/Other | 1.072 | 1.063 | 1.323*** | 1.453*** |
| White (ref) | ||||
| Hispanic | 1.101 | 1.234 | 1.456*** | 1.654*** |
| African American | .928 | 1.267 | .743** | .851 |
| Other Race | 1.262 | 1.094 | 1.289 | 1.283 |
| College Degree | 1.682*** | 1.436*** | 1.290*** | 1.081 |
| Region South (ref) | ||||
| Region Northeast | 1.090 | 1.148 | .968 | .931 |
| Region Midwest | 1.149 | 1.211* | .855 | .834* |
| Region West | 1.222* | 1.173 | 1.092 | 1.011 |
| Service Attendance | .959 | .975 | .964 | .961 |
| Born Again | .842* | .874 | 1.139 | 1.231** |
| Silent Generation | 1.071 | 1.081 | 1.487** | 1.424* |
| Boomer Gen. (ref) | ||||
| Generation X | 1.197* | 1.300** | 1.515*** | 1.725*** |
| Millennials | 1.862*** | 2.153*** | 1.760*** | 1.965*** |
| Generation Z | 1.701*** | 1.753*** | 1.831*** | 1.991*** |
| SOM Clusters | ||||
| Cluster 1 (Universalists) | .134*** | .250*** | ||
| Cluster 2 (Aberrants) | .106*** | .264*** | ||
| Cluster 3 (Traditionalists) | .032*** | .164*** | ||
| Cluster 4 (Renewers) | ||||
| Pseudo R2 | .400 | .565 | .279 | .349 |
| −2 Log Likelihood | 6428.696 | 5187.219 | 6013.312 | 5620.394 |
Note: All data are weighted to adjust for non-response.
Significance markers: *** = >0.001; ** = >0.01; *= >0.05.