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Digital Advantage: Evidence from a Policy Evaluation of Adoption Subsidies

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  • Antonio Ughi
  • Andrea Mina

Abstract

Investments in advanced manufacturing technologies are expected to generate substantial gains for firms. The aim of this work is to evaluate the nature and extent of such gains. We use information on the ''Nuova Sabatini'' subsidy - an important policy measure adopted in Italy over the last few years - and employ a Difference-in-Differences methodology to estimate the effects of digital technologies on adopters relative to a first control group of applicants whose funding was revoked, and a second one obtained through statistical matching. The analysis exploits the rare opportunity of bringing together data from the Italian ''National Register of State Aids'' (NRA), confidential data from the Ministry of Economic Development (MiSE), and financial data from the complete business register of the Italian Chambers of Commerce (InfoCamere). Results show that new digital investments have positive effects on productivity and that the policy is effective in boosting the overall performance of treated firms. In addition, there is no evidence that digital adoption results in technological unemployment.

Suggested Citation

  • Antonio Ughi & Andrea Mina, 2023. "Digital Advantage: Evidence from a Policy Evaluation of Adoption Subsidies," LEM Papers Series 2023/41, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    • Handle: RePEc:ssa:lemwps:2023/41
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    3. Luca Fontanelli & Flavio Calvino & Chiara Criscuolo & Lionel Nesta & Elena Verdolini, 2024. "The role of human capital for AI adoption: Evidence from French firms," Post-Print hal-05029748, HAL.
    4. Bernardo Caldarola & Luca Fontanelli, 2024. "Cloud technologies, firm growth and industry concentration: Evidence from France," LEM Papers Series 2024/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

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