Data sources for the analysis of DX’s automation impact on public sector jobs and services
| Methods for estimating the DX’s automation impact | Data source | Data description |
|---|---|---|
| Based on automatability of public occupations’ tasks | ISTAT CP2001 | Italian National Statistics Institute (ISTAT): Italian Labor Market occupations with ISCO codes |
| MEF PA | Italian Ministry of Economy and Finance (MEF): PA occupations database | |
| ISCO | International Standard Classification of Occupations (ISCO) codes used to convert occupations’ categories across countries | |
| UK ONS Labor Market statistics | UK Labor Market occupations with ISCO codes | |
| UK ONS Probability of Automation | Estimates on the probability of automation of UK occupations | |
| MEF-ISTAT labor dataset | Italian PA occupations with ISCO codes, obtained by merging MEF PA and ISTAT datasets | |
| Based on public services’ automatability | Experts panel | Estimates on the probability of automation of Italian public services based on a pool of experts’ survey |
| ISTAT PA | Statistics based on Italian PA public services | |
| MEF – ISTAT PA labor statistics | Italian PA public services and associated cost of labor |
| Methods for estimating the DX’s automation impact | Data source | Data description |
|---|---|---|
| Based on automatability of public occupations’ tasks | ISTAT CP2001 | Italian National Statistics Institute (ISTAT): Italian Labor Market occupations with ISCO codes |
| MEF PA | Italian Ministry of Economy and Finance (MEF): PA occupations database | |
| ISCO | International Standard Classification of Occupations (ISCO) codes used to convert occupations’ categories across countries | |
| UK ONS Labor Market statistics | UK Labor Market occupations with ISCO codes | |
| UK ONS Probability of Automation | Estimates on the probability of automation of UK occupations | |
| MEF-ISTAT labor dataset | Italian PA occupations with ISCO codes, obtained by merging MEF PA and ISTAT datasets | |
| Based on public services’ automatability | Experts panel | Estimates on the probability of automation of Italian public services based on a pool of experts’ survey |
| ISTAT PA | Statistics based on Italian PA public services | |
| MEF – ISTAT PA labor statistics | Italian PA public services and associated cost of labor |
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