Associations between item responses, demographics, and agency characteristics
| Odds ratios | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Census regions | Morale+ | Support+ | Complexity+ | Proactivity | Recruiting+ | Resignations | Disobey+ | External | Less Safe+ |
| Northeast | Reference | ||||||||
| South | 0.42*** | 1.15 | 1.00 | 0.70 | 0.48*** | 0.57 | 0.57* | 0.79 | 0.68 |
| Midwest | 0.78 | 0.94 | 0.57* | 1.04 | 0.94 | 1.12 | 0.83 | 1.01 | 0.79 |
| West | 0.59 | 1.08 | 0.92 | 0.53 | 0.39*** | 1.24 | 0.93 | 1.60 | 0.71 |
| Urbanicity | |||||||||
| Metro/Micropolitan | Reference | ||||||||
| Small Town/Rural | 0.96 | 0.97 | 1.02 | 0.92 | 1.59* | 1.17 | 0.73 | 0.99 | 0.80 |
| Tenure | |||||||||
| Years as chief | 0.97* | 0.98 | 0.95*** | 0.99 | 0.96** | 0.97* | 0.98 | 0.98 | 1.02 |
| Years not as chief | 0.99 | 1.00 | 0.99 | 1.02 | 0.98 | 1.01 | 0.99 | 1.05 | 1.02 |
| Staffing | |||||||||
| Residents per officer | 1.02 | 0.97 | 0.97 | 0.94 | 1.02 | 0.96 | 0.96 | 0.98 | 1.04 |
| Odds ratios | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Census regions | Morale+ | Support+ | Complexity+ | Proactivity | Recruiting+ | Resignations | Disobey+ | External | Less Safe+ |
| Northeast | Reference | ||||||||
| South | 0.42*** | 1.15 | 1.00 | 0.70 | 0.48*** | 0.57 | 0.57* | 0.79 | 0.68 |
| Midwest | 0.78 | 0.94 | 0.57* | 1.04 | 0.94 | 1.12 | 0.83 | 1.01 | 0.79 |
| West | 0.59 | 1.08 | 0.92 | 0.53 | 0.39*** | 1.24 | 0.93 | 1.60 | 0.71 |
| Metro/Micropolitan | Reference | ||||||||
| Small Town/Rural | 0.96 | 0.97 | 1.02 | 0.92 | 1.59* | 1.17 | 0.73 | 0.99 | 0.80 |
| Years as chief | 0.97* | 0.98 | 0.95*** | 0.99 | 0.96** | 0.97* | 0.98 | 0.98 | 1.02 |
| Years not as chief | 0.99 | 1.00 | 0.99 | 1.02 | 0.98 | 1.01 | 0.99 | 1.05 | 1.02 |
| Residents per officer | 1.02 | 0.97 | 0.97 | 0.94 | 1.02 | 0.96 | 0.96 | 0.98 | 1.04 |
Note(s): + Identifies items reverse coded such that a higher score denotes a less desirable outcome or state of affairs among chiefs
* denotes significance at p < 0.10 ** denotes significance at p < 0.05 *** denotes significance at p < 0.01
Source(s): Table and all contents by the authors