Table 4. OLS cross-section models of hospital productivity scores, 2010/11–2012/13.
| Labour Productivity | Total Factor Productivity | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010/11 | 2011/12 | 2012/13 | 2010/11 | 2011/12 | 2012/13 | |||||||
| Number of Students (per 100 FTE) | 0.706 | -0.110 | 0.074 | 0.205 | -0.818 | -0.473 | ||||||
| (1.003) | (0.826) | (0.761) | (0.793) | (0.733) | (0.841) | |||||||
| Foundation Trust Indicator | 1.549 | -0.783 | -1.133 | -2.080 | -2.669 | * | -9.461 | *** | ||||
| (1.949) | (2.077) | (1.752) | (1.689) | (1.594) | (1.717) | |||||||
| Size [number of beds] | -0.008 | ** | -0.005 | * | -0.003 | -0.009 | *** | -0.007 | *** | -0.006 | ** | |
| (0.003) | (0.003) | (0.003) | (0.002) | (0.002) | (0.003) | |||||||
| Medical / Workforce [%] | 0.886 | 1.024 | 0.948 | * | -0.035 | 0.009 | -1.182 | ** | ||||
| (1.292) | (0.781) | (0.502) | (1.005) | (0.602) | (0.513) | |||||||
| MFF [%] (1) | -0.300 | -0.341 | ** | - | -0.195 | -0.727 | *** | - | ||||
| (0.251) | (0.164) | (0.287) | (0.189) | |||||||||
| 30-day Survival Rate [%] | 0.596 | 3.571 | 4.330 | -6.587 | ** | -5.822 | -6.938 | * | ||||
| (3.578) | (5.487) | (4.265) | (3.088) | (4.658) | (3.976) | |||||||
| Patients in last year of life [%] | 1.091 | 1.046 | ** | 1.453 | ** | -0.494 | 0.203 | 0.411 | ||||
| (1.092) | (0.526) | (0.603) | (0.807) | (0.432) | (0.531) | |||||||
| Patients aged 0-15 [%] | -0.646 | *** | -0.717 | *** | -0.817 | *** | -0.548 | *** | -0.704 | *** | -0.888 | *** |
| (0.223) | (0.270) | (0.229) | (0.168) | (0.249) | (0.214) | |||||||
| Patients aged 46-60 [%] | -1.425 | * | -2.098 | ** | -2.204 | *** | -1.535 | *** | -2.092 | *** | -2.693 | *** |
| (0.742) | (0.860) | (0.658) | (0.576) | (0.775) | (0.615) | |||||||
| Patients aged over 60 [%] | -0.023 | 0.050 | -0.115 | -0.070 | -0.102 | -0.166 | ||||||
| (0.230) | (0.230) | (0.216) | (0.174) | (0.216) | (0.199) | |||||||
| Day Cases / Elective Spells [%] | -0.247 | -0.209 | -0.340 | ** | 0.076 | -0.014 | -0.143 | |||||
| (0.181) | (0.166) | (0.136) | (0.140) | (0.158) | (0.140) | |||||||
| Average LoS [days] | -1.379 | 1.821 | -3.188 | -4.968 | * | -3.548 | -7.986 | *** | ||||
| (3.368) | (3.615) | (2.473) | (2.765) | (3.141) | (2.902) | |||||||
| N | 162 | 164 | 159 | 162 | 164 | 159 | ||||||
| R-Squared | 0.2696 | 0.2648 | 0.3372 | 0.4327 | 0.5156 | 0.5511 | ||||||
All regressions include a constant, not reported in the Table.
***, ** and * indicate 1%, 5% and 10% significance, respectively. Robust standard errors in parentheses.
(1) Staff MFF in Labour Productivity regressions, and Overall MFF in TFP regressions.