Researchers in R&D (per million people) - Country Ranking - Africa

Definition: The number of researchers engaged in Research &Development (R&D), expressed as per million. Researchers are professionals who conduct research and improve or develop concepts, theories, models techniques instrumentation, software of operational methods. R&D covers basic research, applied research, and experimental development.

Source: UNESCO Institute for Statistics (http://uis.unesco.org/)

See also: Thematic map, Time series comparison

Find indicator:
Rank Country Value Year
1 Tunisia 1,771.61 2018
2 Morocco 1,073.54 2016
3 Algeria 819.34 2017
4 Egypt 686.72 2018
5 Senegal 564.34 2015
6 South Africa 517.72 2017
7 Mauritius 473.85 2018
8 Kenya 221.39 2010
9 Botswana 185.21 2013
10 Namibia 149.47 2014
11 Seychelles 146.65 2005
12 Eswatini 142.34 2015
13 Cabo Verde 123.49 2014
14 Zimbabwe 99.52 2012
15 Ethiopia 90.53 2017
16 Ghana 89.11 2015
17 Côte d'Ivoire 69.14 2005
18 Chad 57.89 2016
19 The Gambia 52.89 2018
20 Malawi 50.35 2010
21 Togo 48.05 2018
22 Burkina Faso 47.58 2010
23 Mozambique 42.97 2015
24 Zambia 41.72 2008
25 Nigeria 38.79 2007
26 Madagascar 34.04 2018
27 Mali 32.86 2017
28 Congo 32.53 2000
29 Uganda 27.84 2014
30 Niger 26.46 2013
31 Lesotho 24.11 2015
32 Burundi 23.44 2018
33 Tanzania 19.15 2013
34 Angola 18.82 2016
35 Rwanda 13.86 2016
36 Dem. Rep. Congo 10.56 2015

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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.

Statistical Concept and Methodology: Researchers are professionals engaged in the conception or creation of new knowledge, products, processes, methods and systems, as well as in the management of these projects. Students studying at the master’s or doctoral level (ISCED2011 level 7 or 8) engaged in R&D are included. 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. Data are for full-time equivalent (FTE); the FTE of R&D personnel is defined as the ratio of working hours actually spent on R&D during a specific reference period (usually a calendar year) divided by the total number of hours conventionally worked in the same period by an individual or by a group. 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.

Aggregation method: Weighted average

Periodicity: Annual