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. 2022 Aug 6;210:118362. doi: 10.1016/j.eswa.2022.118362

Table 1.

Inputs, intermediate products, and outputs, and respective indicators per division p of DMU j.

Type Indicator Description Primary source (s) Division (s)
Input (m=4) Health expenditure, x1j
Reports the amount of funds (in M€) spent by each country in health.
OECD + WHO + World Bank
1
Costs with instruments used in COVID-19 diagnostic testing, x2j
Corresponds to amount (in €) spent in instruments used for testing the existence of the SARS-CoV-2 in an individual in 2020.
Eurostat + World Bank
2
Costs with disinfection and sterilisation products, x3j
Concerns the amount (in €) spent in products for disinfecting and sterilising activities in 2020.
Eurostat + World Bank
4
Costs with oxygen therapy equipment, x4j Relates to the amount (in €) spent in equipment used for oxygen therapy in 2020. Eurostat + World Bank 5

Desirable intermediate product (h=1) Population that uses PPE, zj(1,2) Matches the population that wears specialised equipment that protects the user against health risks in 2020. Institute for Health Metrics and Evaluation + Worldometer 1,2

Population that does not use PPE, qj(1,2)
Matches the population that does not wear specialised equipment that protects the user against health risks in 2020.
Institute for Health Metrics and Evaluation + Worldometer
1,2
Undesirable intermediate product (k=4) Infected population, qj(2,3)
Counts the number of active infected individuals on 31/12/2020.
Our World in Data + Worldometer
2,3
Infected population that needs hospitalisation, qj(3,4)
Measures the number of infected individuals that required hospital care on 31/12/2020.
European Centre for Disease Prevention and Control
3,4
Hospitalised population that needs treatment in the ICU, qj(4,5) Measures the number of hospitalised individuals that required treatment in the ICU on 31/12/2020. European Centre for Disease Prevention and Control + Worldometer 4,5

Non-infected population, y1j
Counts the number of individuals on 31/12/2020 that have never been infected.
Our World in Data + Worldometer
2
Desirable output (s=4) Home recoveries, y2j
Details the number of individuals on 31/12/2020 that recovered from COVID-19 at home.
European Centre for Disease Prevention and Control + Our World in Data + Worldometer
3
Hospitalisation recoveries, y3j
Details the number of individuals on 31/12/2020 that recovered from COVID-19 in non-ICU facilities.

4
ICU recoveries, y4j Details the number of individuals on 31/12/2020 that recovered from COVID-19 in ICU facilities. 5

Undesirable output (t=2) Hospitalisation deaths, b1j
Details the number of individuals that perished from COVID-19 in non-ICU facilities on 31/12/2020.

4
ICU deaths, b2j Details the number of individuals that perished from COVID-19 in ICU facilities on 31/12/2020. 5