Table 1.

Data sources for the analysis of DX’s automation impact on public sector jobs and services

Methods for estimating the DX’s automation impactData sourceData description
Based on automatability of public occupations’ tasksISTAT CP2001Italian National Statistics Institute (ISTAT): Italian Labor Market occupations with ISCO codes
MEF PAItalian Ministry of Economy and Finance (MEF): PA occupations database
ISCOInternational Standard Classification of Occupations (ISCO) codes used to convert occupations’ categories across countries
UK ONS Labor Market statisticsUK Labor Market occupations with ISCO codes
UK ONS Probability of AutomationEstimates on the probability of automation of UK occupations
MEF-ISTAT labor datasetItalian PA occupations with ISCO codes, obtained by merging MEF PA and ISTAT datasets
Based on public services’ automatabilityExperts panelEstimates on the probability of automation of Italian public services based on a pool of experts’ survey
ISTAT PAStatistics based on Italian PA public services
MEF – ISTAT PA labor statisticsItalian PA public services and associated cost of labor
Source: Author’s own elaboration

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