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Indicator details

Field
Value
License Type
CC BY-4.0
Indicator Name
Research and development expenditure (% of GDP)
Long definition
Gross domestic expenditures on research and development (R&D), expressed as a percent of GDP. They include both capital and current expenditures in the four main sectors: Business enterprise, Government, Higher education and Private non-profit. R&D covers basic research, applied research, and experimental development.
Source
Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://uis.unesco.org/bdds, publisher: UNESCO Institute for Statistics (UIS), data accessed: 2023-04-23, date published: 2024-02
Topic
Infrastructure: Technology
Unit of measure
% of GDP
Periodicity
Annual
Aggregation method
Weighted average
Statistical concept and methodology
Methodology: This indicator is calculated by taking the number of researchers in a specified year, dividing it by the total population—referencing the mid-year population figure—and then multiplying the result by one million. The calculation of this indicator is performed by dividing the total domestic intramural expenditure on research and development (R&D) for a specified year by the gross domestic product (GDP)—which is the aggregate of gross value added by all resident producers in the economy, inclusive of distributive trades and transport, along with product taxes and less any subsidies not included in product values—and then multiplying the quotient by 100. Data are collected through national research and experimental development (R&D) surveys, either by the national statistical office or a line ministry (such as the Ministry for Science and Technology). The data compilers are the UNESCO Institute for Statistics (UIS), Organisation for Economic Co-operation and Development (OECD), Eurostat (Statistical Office of the European Union) and the Network on Science and Technology Indicators – Ibero-American and Inter-American (RICYT), African Science, Technology and Innovation (STI) Indicators Initiative (ASTII) of the African Union Development Agency-NEPAD (AUDA-NEPAD). Statistical concept(s): The gross domestic expenditure on R&D indicator consists of the total expenditure (current and capital) on R&D by all resident companies, research institutes, university and government laboratories, etc. It excludes R&D expenditures financed by domestic firms but performed abroad. The OECD's Frascati Manual defines research and experimental development as "creative work undertaken on a systemic basis in order to increase the stock of knowledge, including knowledge of man, culture and society, and the use of this stock of knowledge to devise new applications." R&D covers basic research, applied research, and experimental development. (1) Basic research - Basic research is experimental or theoretical work undertaken primarily to acquire new knowledge of the underlying foundation of phenomena and observable facts, without any particular application or use in view (2) Applied research - Applied research is also original investigation undertaken in order to acquire new knowledge; it is, however, directed primarily towards a specific practical aim or objective. (3) Experimental development - Experimental development is systematic work, drawing on existing knowledge gained from research and/or practical experience, which is directed to producing new materials, products or devices, to installing new processes, systems and services, or to improving substantially those already produced or installed. The fields of science and technology used to classify R&D according to the Revised Fields of Science and Technology Classification are: 1. Natural sciences; 2. Engineering and technology; 3. Medical and health sciences; 4. Agricultural sciences; 5. Social sciences; 6. Humanities and the arts. The data are obtained through statistical surveys which are regularly conducted at national level covering R&D performing entities in the private and public sectors.
Development relevance
Science, technology, and innovation constitute pivotal elements for achieving sustainable growth. Sustainable Development Goal (SDG) target 9.5 is dedicated to the enhancement of scientific research and the advancement of technological capabilities within industrial sectors, with a particular focus on low- and middle-income countries. Furthermore, this target encompasses the objective of augmenting the cadre of research and development personnel, as well as escalating expenditures in research.
Limitations and exceptions
Estimates of the resources allocated to R&D are affected by national characteristics such as the periodicity and coverage of national R&D surveys across institutional sectors and industries; and the use of different sampling and estimation methods. R&D typically involves a few large performers, hence R&D surveys use various techniques to maintain up-to-date registers of known performers, while attempting to identify new or occasional performers. R&D totals from SNA accounts may differ from these estimates, due in part to the different treatments of software R&D in the totals.
License URL
https://creativecommons.org/licenses/by/4.0/