Table 1.
Input/output indicators for DEA analysis
| Indicator | DEA analysis | Definition |
|---|---|---|
| Total labor force | Input | Number of individuals who can work and meet the requirements for inclusive employment; used as an input for the efficiency analysis |
| Consumption expenditure | Input | Used as an input for the efficiency analysis, because the amount of money spent on final goods and services can increase desirable outputs and reduce undesirable outputs |
| Traffic | Input | Used as an important factor for the efficiency analysis, because it can produce dual outputs, such as GDP and deaths caused by traffic accidents |
| Transport infrastructure | Input | Facilities for travelers; quality of transport infrastructure can generate desirable and undesirable outputs; poor transport infrastructure quality can generate undesirable outputs; important for measuring efficiency |
| Health expenditure | Input | Important factor for efficiency analysis, because spending on health-oriented products can enhance life expectancy, as well as GDP incrementally |
| GDP | Desirable output | Desirable output that can affect economic development, including life expectancy; high GDP level can positively impact health performance |
| Life expectancy rate | Desirable output | Desirable output indicating the expected average life of individuals in term of number of years; important factor for analyzing the performance of a health system |
| Mortality rate | Undesirable output | State of being dead; intended/condition for death owing to different factors, such as congested traffic or poor transport infrastructure (e.g., accidents); undesirable output that can influence the performance of a health system |
| Morbidity rate | Undesirable output | State of having an illness/disease or mental or physical symptoms of a disease; may facilitate the poor performance of a health system |
Source: author’s derivation