Table 2

Excluded indicators due to data quality limitations (SIMEC/REHUF, 2015, n = 51 hospitals)

IndicatorPerformance dimensionExclusion criterionMissing values (%)Zero values (%)Missing/Zero values (%)
Healthcare service production – services (Yes/No responses)Care Management100% missing values100.00.0100.0
Hospital proceduresCare Management100% missing values100.00.0100.0
Retirement forecast (by permanent position)Human Resources100% missing values100.00.0100.0
SUS-funded servicesCare ManagementPredominance of zero values0.0100.0100.0
Financial inflows – other sources – governmental sphereEconomic and Financial ManagementHigh missingness98.00.098.0
Contract amendmentsEconomic and Financial ManagementHigh missingness98.00.098.0
Revenue collected by supporting foundationsEconomic and Financial ManagementHigh missingness90.20.090.2
Debt amortization expensesEconomic and Financial ManagementHigh missingness88.20.088.2
Revenue generated by research activitiesEconomic and Financial ManagementHigh missingness82.40.082.4
Debts – foundation liabilitiesEconomic and Financial ManagementMissing and/or zero values above threshold (>18 hospitals)78.40.078.4
Healthcare service revenuesEconomic and Financial ManagementMissing and/or zero values above threshold (>18 hospitals)78.40.078.4
New beds (capacity increase)Infrastructure and ManagementPredominance of zero values29.447.176.5
Debts – hospital liabilitiesEconomic and Financial ManagementMissing and/or zero values above threshold (>18 hospitals)68.60.068.6
Non-operational revenuesEconomic and Financial ManagementMissing and/or zero values above threshold (>18 hospitals)66.70.066.7
Workforce – SUS-funded personnelHuman ResourcesMissing and/or zero values above threshold (>18 hospitals)2.062.764.7
Technological infrastructure – equipment typeInfrastructure and ManagementMissing and/or zero values above threshold (>18 hospitals)56.90.056.9
Service contracts – university (R$)Economic and Financial ManagementMissing and/or zero values above threshold (>18 hospitals)0.051.051.0
Capital expenditures (R$)Economic and Financial ManagementMissing and/or zero values above threshold (>18 hospitals)0.051.051.0
Debts – foundation liabilities (secondary record)Economic and Financial ManagementMissing and/or zero values above threshold (>18 hospitals)2.047.149.0
Workforce training and qualificationHuman ResourcesMissing and/or zero values above threshold (>18 hospitals)37.35.943.1
Operating expenditures (R$)Economic and Financial ManagementPredominance of zero values0.041.241.2
Specific projects (R$)Economic and Financial ManagementMissing and/or zero values above threshold (>18 hospitals)0.037.337.3

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