APPENDIX TABLE 1.
Model 2 (Include Early Adopter Indicator) |
Model 3 (Cox Proportional Hazard) |
Model 4 (Exclude Profit Margin) |
Model 5 (Standard SE) |
|||||
---|---|---|---|---|---|---|---|---|
Hazard Ratio |
P | Hazard Ratio |
P | Hazard Ratio |
P | Hazard Ratio |
P | |
Financial pressure measures | ||||||||
Profit margin | ||||||||
Hospital with (−5, 5)% margin | 1.000 | — | 1.000 | — | 1.000 | — | ||
Hospital with < − 5% profit margin | 1.295* | 0.07 | 1.391† | 0.01 | — | — | 1.384† | 0.00 |
Hospital with >5% profit margin | 0.971 | 0.85 | 1.048 | 0.73 | — | — | 1.010 | 0.88 |
Medicare payment generosity | ||||||||
Receive average reimbursement | 1.000 | — | 1.000 | — | — | — | 1.000 | — |
Received less generous Medicare reimbursement than average | 0.984 | 0.92 | 1.021 | 0.89 | 1.002 | 0.99 | 1.024 | 0.72 |
Received more generous Medicare reimbursement than average | 0.555† | 0.01 | 0.629† | 0.02 | 0.614‡ | 0.03 | 0.578† | 0.00 |
Medicaid payment generosity | ||||||||
Hospitals in states with average Medicaid physician payment | 1.000 | 1.000 | — | — | — | 1.000 | — | |
Hospitals in states with below average Medicaid physician payment | 1.439* | 0.05 | 1.127 | 0.50 | 1.231 | 0.25 | 1.237† | 0.00 |
Hospitals in states with above average Medicaid physician payment | 0.998 | 0.99 | 0.935 | 0.64 | 0.928 | 0.62 | 0.939 | 0.33 |
HMO penetration level | ||||||||
Low HMO markets | 1.000 | 1.000 | — | — | — | 1.000 | — | |
Medium HMO markets | 1.581† | 0.01 | 1.618† | 0.00 | 1.622† | 0.00 | 1.628† | 0.00 |
High HMO markets | 1.953† | 0.00 | 2.012† | 0.00 | 2.064† | 0.00 | 2.059† | 0.00 |
County population characteristics | ||||||||
Minority population | ||||||||
Low share (lower 1/3) | 1.000 | — | 1.000 | — | — | — | 1.000 | — |
Medium share | 1.176 | 0.34 | 1.226 | 0.19 | 1.218 | 0.24 | 1.213† | 0.01 |
High share | 1.587† | 0.01 | 1.694† | 0.00 | 1.693† | 0.01 | 1.693† | 0.00 |
Population under poverty line | ||||||||
Low share (lower 1/3) | 1.000 | — | 1.000 | — | — | — | 1.000 | — |
Medium share | 1.058 | 0.75 | 1.078 | 0.63 | 1.059 | 0.74 | 1.048 | 0.51 |
High share | 1.339 | 0.20 | 1.303 | 0.20 | 1.352 | 0.18 | 1.352† | 0.00 |
Elderly population | ||||||||
Low share (lower 1/3) | 1.000 | — | 1.000 | — | — | — | 1.000 | — |
Medium share | 1.134 | 0.43 | 1.124 | 0.43 | 1.129 | 0.44 | 1.122* | 0.08 |
High share | 1.321 | 0.11 | 1.321* | 0.08 | 1.305 | 0.13 | 1.278† | 0.00 |
Uninsured population in 2000 | ||||||||
15% or lower | 1.000 | — | 1.000 | — | — | — | 1.000 | — |
Greater than 15% | 0.933 | 0.68 | 0.908 | 0.55 | 0.902 | 0.54 | 0.908 | 0.18 |
Other population characteristics | ||||||||
Population (log transformed) | 1.015 | 0.84 | 1.028 | 0.70 | 1.038 | 0.61 | 1.034 | 0.29 |
Cost of living (log transformed) | 1.199 | 0.78 | 0.696 | 0.53 | 0.616 | 0.43 | 0.656 | 0.10 |
Hospital characteristics | ||||||||
For-profit hospital | 1.846† | 0.00 | 1.895† | 0.00 | 1.944† | 0.00 | 1.975† | 0.00 |
Government hospital | 0.847 | 0.42 | 0.876 | 0.50 | 0.892 | 0.57 | 0.856* | 0.07 |
Teaching hospital | 0.502† | 0.00 | 0.417† | 0.00 | 0.438† | 0.00 | 0.444† | 0.00 |
Member of a system | 1.261* | 0.09 | 1.250* | 0.07 | 1.271* | 0.07 | 1.276† | 0.00 |
Case-mix index (log transformed) | 0.132† | 0.00 | 0.114† | 0.00 | 0.097† | 0.00 | 0.108 | 0.00 |
Total visits to ED (log transformed) | 0.846† | 0.00 | 0.856† | 0.00 | 0.844† | 0.00 | 0.848† | 0.00 |
Hospital market characteristics | ||||||||
Presence of another trauma center within 15-mile radius | 0.857 | 0.29 | 0.807 | 0.11 | 0.849 | 0.26 | 0.833† | 0.00 |
Share of Medicaid discharges twice as much as the average competitor within 15-mile radius | 0.810 | 0.37 | 0.854 | 0.44 | 0.882 | 0.59 | 0.840* | 0.09 |
Competitive hospital market (hospital Herfindahl index <0.25) | 0.765 | 0.13 | 0.734* | 0.06 | 0.720* | 0.06 | 0.703† | 0.00 |
Percent for-profit hospitals within 15-mile radius | 1.055 | 0.90 | 1.103 | 0.79 | 1.066 | 0.88 | 1.092 | 0.59 |
Percent government hospitals within 15-mile radius | 1.634 | 0.31 | 1.512 | 0.37 | 1.594 | 0.33 | 1.561† | 0.03 |
Early adopter indicator | ||||||||
= 1 if provide trauma center service since 1990 | 0.485† | 0.00 | — | — | — | — | — | |
Observations | — | 9555 | — | 9555 | — | 9555 | — | 9555 |
Significant at 1%;
significant at 10%;
significant at 5%.
Census region and year indicators are included.