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Reference metadata describe statistical concepts and methodologies used for the collection and generation of data. They provide information on data quality and, since they are strongly content-oriented, assist users in interpreting the data. Reference metadata, unlike structural metadata, can be decoupled from the data.

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Gross domestic expenditure on R&D by sector (sdg_09_10)

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Reference Metadata in Euro SDMX Metadata Structure (ESMS)

Compiling agency: Eurostat, the statistical office of the European Union.

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Eurostat Quality Profile

Quality concept Rating
Source data

ESS

Frequency of dissemination Every year
Timeliness T+1 year
Reference area All EU MS
Comparability - geographical All EU MS
Coverage - Time > 10 years
Comparability - over time > 4 data points

 
Short metadata
Full metadata
1.1. Contact organisation

Eurostat, the statistical office of the European Union.

1.2. Contact organisation unit

E2: Environmental statistics and accounts; sustainable development.

1.3. Contact name

Confidential because of GDPR

1.4. Contact person function

Confidential because of GDPR

1.5. Contact mail address

e-mail contact: ESTAT-SDG-MONITORING@ec.europa.eu

1.6. Contact email address

Confidential because of GDPR

1.7. Contact phone number

Confidential because of GDPR

1.8. Contact fax number

Confidential because of GDPR

2.1. Metadata last certified
24 April 2025
2.2. Metadata last posted
25 April 2025
2.3. Metadata last update
25 April 2025

The indicator is part of the indicator sets EU Sustainable Development Goals (SDG) indicator set. It is used to monitor progress towards SDG 9 on building resilient infrastructure, promoting inclusive and sustainable industrialisation and fostering innovation which is embedded in the European Commission’s 2024-2029 Priorities under 'A new era for European defence and security'.

SDG 9 calls for building resilient and sustainable infrastructure and promotes inclusive and sustainable industrialisation. It also recognises the importance of research and innovation for finding lasting solutions to social, economic and environmental challenges.

The indicator can be considered as identical to the global SDG indicator 9.5.1 "Research and development expenditure as a proportion of GDP".

A new vision for the European Research Area (ERA) aims to build a common scientific and technology area for the EU, by prioritising investments and reforms, improving access to excellence, translating research and innovation results into the economy and deepening the ERA. The EU has a long-standing objective of increasing its R&D intensity to 3 % of GDP, which was reaffirmed in a Council Recommendation on a Pact for Research and Innovation in Europe from November 2021.

4.1. Data description

The indicator measures gross domestic expenditure on R&D (GERD) as a percentage of the gross domestic product (GDP) — also called R&D intensity. The OECD’s Frascati Manual: Guidelines for Collecting and Reporting Data on Research and Experimental Development defines research and experimental development (R&D) as creative and systematic work undertaken in order to increase the stock of knowledge — including knowledge of humankind, culture and society — and to devise new applications of available knowledge.

4.2. Unit of measure

% of GDP

4.3. Reference Period

Calendar year.

4.4. Accuracy - overall

The indicator is produced according to the quality standards of European Statistics. Details on accuracy can be found in the metadata of the source datasets (see link to related metadata).

4.5. Source data
4.5.1. Source data - Organisation

ESS

4.5.2. Source data - Comment

Data source: European Statistical System (ESS) (RD_E_GERDTOT)

Data provider: Eurostat, the statistical office of the European Union, based on data compiled by the national statistical authorities: National Statistical Offices, Research Councils and Ministries using data collected for public budgets. In some countries R&D budget text analysis are supplemented with additional information obtained from the national funding agencies/ministries or through statistical surveys.

The Organisation for Economic Cooperation and Development (OECD) is data provider for the United States of America, Japan and South Korea.

5.1. Frequency of dissemination
5.1.1. Frequency of dissemination - Grade
Every year
5.1.2. Frequency of dissemination - Comment

The indicator is updated annually. Complete and updated ESS data release information can be accessed via Eurostat release calendar.

5.2. Timeliness
5.2.1. Timeliness - Grade
T+1 year
5.2.2. Timeliness - Comment

According to Regulation (EU) 2019/2152 of the European Parliament and of the Council of 27 November 2019 on European business statistics and Commission Implementing Regulation (EU) 2020/1197 of 30 July 2020 laying down technical specifications and arrangements pursuant to Regulation (EU) 2019/2152 of the European Parliament and of the Council on European business statistics preliminary data on R&D expenditure, R&D personnel and researchers in FTE are provided to Eurostat 10 months after the end of the calendar year (October) and are released in November.

Final R&D data are provided to Eurostat 18 months after the end of the calendar year (June) and are released in September of that year.

6.1. Reference area
6.1.1. Reference Area - Grade
All EU MS
6.1.2. Reference Area - Comment

Data are presented for all EU Member States plus Iceland, Norway, Switzerland, Montenegro, North Macedonia, Serbia, Türkiye, the United States, Japan and South Korea.

6.2. Comparability - geographical
6.2.1. Comparability - geographical - Grade
All EU MS
6.2.2. Comparability - geographical - Comment

R&D data are compiled by the countries following the guidelines and definitions outlined in the Frascati Manual (2015) and the Regional Manual. However, the data comparability across countries can be affected by different methods of the survey. Data for the United States excludes most of the capital expenditure, thus data for the US is likely to be underestimated.

6.3. Coverage - Time
6.3.1. Time Coverage - Grade
> 10 years
6.3.2. Time Coverage - Comment

Presented time series (including EU aggregates) starts in 2000.

6.4. Comparability - over time
6.4.1. Comparability - over time - Grade
> 4 data points
6.4.2. Comparability - over time - Comment

Length of comparable time series without methodological break is longer than 4 data points.

7.1. Dissemination format - Publications

Analysis of the indicator is presented in Eurostat's annual monitoring report on Sustainable development in the EU (progress towards SDGs in the EU context).

7.2. Dissemination format - online database

See table sdg_09_10

7.3. Dissemination format - other

Eurostat dedicated section on SDGs.

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