Excluded indicators due to data quality limitations (SIMEC/REHUF, 2015, n = 51 hospitals)
| Indicator | Performance dimension | Exclusion criterion | Missing values (%) | Zero values (%) | Missing/Zero values (%) |
|---|---|---|---|---|---|
| Healthcare service production – services (Yes/No responses) | Care Management | 100% missing values | 100.0 | 0.0 | 100.0 |
| Hospital procedures | Care Management | 100% missing values | 100.0 | 0.0 | 100.0 |
| Retirement forecast (by permanent position) | Human Resources | 100% missing values | 100.0 | 0.0 | 100.0 |
| SUS-funded services | Care Management | Predominance of zero values | 0.0 | 100.0 | 100.0 |
| Financial inflows – other sources – governmental sphere | Economic and Financial Management | High missingness | 98.0 | 0.0 | 98.0 |
| Contract amendments | Economic and Financial Management | High missingness | 98.0 | 0.0 | 98.0 |
| Revenue collected by supporting foundations | Economic and Financial Management | High missingness | 90.2 | 0.0 | 90.2 |
| Debt amortization expenses | Economic and Financial Management | High missingness | 88.2 | 0.0 | 88.2 |
| Revenue generated by research activities | Economic and Financial Management | High missingness | 82.4 | 0.0 | 82.4 |
| Debts – foundation liabilities | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 78.4 | 0.0 | 78.4 |
| Healthcare service revenues | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 78.4 | 0.0 | 78.4 |
| New beds (capacity increase) | Infrastructure and Management | Predominance of zero values | 29.4 | 47.1 | 76.5 |
| Debts – hospital liabilities | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 68.6 | 0.0 | 68.6 |
| Non-operational revenues | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 66.7 | 0.0 | 66.7 |
| Workforce – SUS-funded personnel | Human Resources | Missing and/or zero values above threshold (>18 hospitals) | 2.0 | 62.7 | 64.7 |
| Technological infrastructure – equipment type | Infrastructure and Management | Missing and/or zero values above threshold (>18 hospitals) | 56.9 | 0.0 | 56.9 |
| Service contracts – university (R$) | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 0.0 | 51.0 | 51.0 |
| Capital expenditures (R$) | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 0.0 | 51.0 | 51.0 |
| Debts – foundation liabilities (secondary record) | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 2.0 | 47.1 | 49.0 |
| Workforce training and qualification | Human Resources | Missing and/or zero values above threshold (>18 hospitals) | 37.3 | 5.9 | 43.1 |
| Operating expenditures (R$) | Economic and Financial Management | Predominance of zero values | 0.0 | 41.2 | 41.2 |
| Specific projects (R$) | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 0.0 | 37.3 | 37.3 |
| Indicator | Performance dimension | Exclusion criterion | Missing values (%) | Zero values (%) | Missing/Zero values (%) |
|---|---|---|---|---|---|
| Healthcare service production – services (Yes/No responses) | Care Management | 100% missing values | 100.0 | 0.0 | 100.0 |
| Hospital procedures | Care Management | 100% missing values | 100.0 | 0.0 | 100.0 |
| Retirement forecast (by permanent position) | Human Resources | 100% missing values | 100.0 | 0.0 | 100.0 |
| SUS-funded services | Care Management | Predominance of zero values | 0.0 | 100.0 | 100.0 |
| Financial inflows – other sources – governmental sphere | Economic and Financial Management | High missingness | 98.0 | 0.0 | 98.0 |
| Contract amendments | Economic and Financial Management | High missingness | 98.0 | 0.0 | 98.0 |
| Revenue collected by supporting foundations | Economic and Financial Management | High missingness | 90.2 | 0.0 | 90.2 |
| Debt amortization expenses | Economic and Financial Management | High missingness | 88.2 | 0.0 | 88.2 |
| Revenue generated by research activities | Economic and Financial Management | High missingness | 82.4 | 0.0 | 82.4 |
| Debts – foundation liabilities | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 78.4 | 0.0 | 78.4 |
| Healthcare service revenues | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 78.4 | 0.0 | 78.4 |
| New beds (capacity increase) | Infrastructure and Management | Predominance of zero values | 29.4 | 47.1 | 76.5 |
| Debts – hospital liabilities | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 68.6 | 0.0 | 68.6 |
| Non-operational revenues | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 66.7 | 0.0 | 66.7 |
| Workforce – SUS-funded personnel | Human Resources | Missing and/or zero values above threshold (>18 hospitals) | 2.0 | 62.7 | 64.7 |
| Technological infrastructure – equipment type | Infrastructure and Management | Missing and/or zero values above threshold (>18 hospitals) | 56.9 | 0.0 | 56.9 |
| Service contracts – university (R$) | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 0.0 | 51.0 | 51.0 |
| Capital expenditures (R$) | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 0.0 | 51.0 | 51.0 |
| Debts – foundation liabilities (secondary record) | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 2.0 | 47.1 | 49.0 |
| Workforce training and qualification | Human Resources | Missing and/or zero values above threshold (>18 hospitals) | 37.3 | 5.9 | 43.1 |
| Operating expenditures (R$) | Economic and Financial Management | Predominance of zero values | 0.0 | 41.2 | 41.2 |
| Specific projects (R$) | Economic and Financial Management | Missing and/or zero values above threshold (>18 hospitals) | 0.0 | 37.3 | 37.3 |