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Research on the Recovery and Resilience Facility

A repository of analysis and research on the RRF

The Recovery and Resilience Facility (RRF) is the EU’s post-COVID instrument and supports reforms and investments across different policy areas. This webpage collects research and analysis on the RRF produced or supported by the Commission. It also makes available some datasets on the RRF.

Research Conference. 29 January 2026

Understanding the impact of the Recovery and Resilience Facility

As the last year of the RRF implementation has started, the aim of the conference is to take stock of its impact so far. The conference invites the academic and research community to join practitioners from public administrations and international organisations to discuss the research and preliminary evidence available.  A call for papers was launched in 2025 to collect research work on the topic, and its best submissions will be presented at the Conference.

Call for papers on the economic impact of the RRF

The programme is available : Research Conference: Understanding the impact of the Recovery and Resilience Facility

The presentations cover the following papers:

These research papers have been selected by the scientific committee of a call for papers that was launched in 2025 to collect research work on the RRF, in view of presenting the most relevant submissions at the Research Conference. The views expressed in these documents are solely those of the author(s) and do not represent the official views of the European Commission.

Datasets available for research

The Commission has made two datasets publicly available for research purposes.

The first dataset contains all RRF measures, and milestones and targets, per Member State, as described in the annex to the Council Implementing Decision approving the assessment of the Recovery and Resilience Plan. The first version of this dataset was made available on 15 April 2025.

An updated version of this dataset was made available on 11 July 2025 to reflect the revisions of the Council Implementing Decisions of Austria, Belgium, Czechia, Denmark, Germany, Ireland, Spain, Croatia, Italy, the Netherlands, Poland, Portugal, Slovenia, Slovakia.

Another update of this dataset was made available on 26 January 2026 to reflect the revisions of the Council Implementing Decisions until that point. 

  • 27 JANUARY 2026
CID data set January 2026
  • 11 JULY 2025
CID Dataset July 2025 (old version)
  • 15 APRIL 2025
CID Dataset April 2025 (old version)

The second dataset categorises all investment and reform measures under the RRF into industries, following Eurostat’s NACE classification. The database covers the RRF measures and sub-measures of the Recovery and Resilience Plans of all EU Member States and the corresponding NACE classifications, as well as information on the estimated (ex-ante) costs of the (sub)measures. The sectoral database can be accessed at this link.

RRF Sectoral database - Economy and Finance - European Commission

The economic impact of the RRF

The economic impact of the RRF can be analysed from different angles. The following is a collection of papers by the staff of the European Commission’s Directorate-General for Economic and Financial Affairs (DG ECFIN), the Reform and Investment Task Force (SG.REFORM) and the Joint Research Centre (JRC).

Further details on the national Recovery and Resilience Plans and the economic impact of the RRF in selected countries can be found on the country pages.

The RRF's support to the green transition 

The Recovery and Resilience Facility (RRF) supports large-scale reforms and investments contributing substantially to Europe’s green transition. Through a wide range of activities, the RRF advances this transition by, for example, investing in renewable energy, modern energy grids, and electricity storage, thereby supporting the EU’s goal of increasing the share of renewables to at least 42.5% by 2030. It also accelerates the rollout of clean transport infrastructure and the digitalisation and decarbonisation of mobility systems, promoting more sustainable and accessible transport across the EU. In addition, RRF support for energy efficiency reduces energy consumption while strengthening energy affordability and security.

Discover more about how the RRF is transforming Europe in the European Commission’s dedicated factsheets on its impact on:

The RRF’s support to innovation

This evaluation, contracted by the Directorate-General for Research and Innovatio (European Commission) assesses how the Recovery and Resilience Facility (RRF) supported research and innovation (R&I) across the EU27 by analysing 387 R&I measures in national Recovery and Resilience Plans.

Link to the main report: Study on the R&I measures in the Recovery and Resilience Facility - Publications Office of the EU

Link to case studies and country fiches: Documents - Research and innovation - European Commission

Studies on the impact of RRF-supported reforms

The Commission has contracted several small thematic research studies to begin assessing the impact of the RRF. The first three of these studies were completed in late 2025 and are published below. The focus of these studies is to provide initial results in terms of measuring the impact of selected RRF-supported reforms which have already been completed. The results of these studies will also serve as input for the ex-post evaluation of the RRF to be completed in 2028.

The publication of these studies is forthcoming.

  • 27 JANUARY 2026
Study on the impact of reforms supported by the recovery and resilience facility in the area of the labour market
  • 27 JANUARY 2026
Study on the impact of reforms supported by the recovery and resilience facility in the area of digitalisation of public administration
  • 27 JANUARY 2026
Study on the impact of reforms supported by the recovery and resilience facility in the area of sustainable mobility
  • 30 JANUARY 2026
Summary of sustainable mobility research study
  • 30 JANUARY 2026
Summary of digitalisation research study
  • 30 JANUARY 2026
Summary of labour market research study

The RRF’s Mid-Term Evaluation

The mid-term evaluation of the Recovery and Resilience Facility was completed in 2024 and covers the period from 2021 to 2023. It is accessible here Mid-term evaluation of the Recovery and Resilience Facility (RRF) - European Commission