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

Definition: The number of technicians participated in Research & Development (R&D), expressed as per million. Technicians and equivalent staff are people who perform scientific and technical tasks involving the application of concepts and operational methods, normally under the supervision of researchers. 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 Kenya 627.73 2010
2 Seychelles 597.87 2005
3 Egypt 369.56 2018
4 Mauritius 130.27 2018
5 South Africa 129.51 2017
6 Botswana 125.09 2013
7 The Gambia 88.81 2018
8 Namibia 66.11 2014
9 Zambia 64.52 2008
10 Tunisia 61.74 2018
11 Malawi 60.01 2010
12 Algeria 41.86 2017
13 Cabo Verde 40.52 2014
14 Morocco 40.25 2016
15 Burkina Faso 37.13 2010
16 Senegal 36.90 2015
17 Eswatini 36.05 2015
18 Congo 35.49 2000
19 Ethiopia 33.26 2017
20 Ghana 28.65 2015
21 Mozambique 26.74 2015
22 Mali 23.78 2017
23 Madagascar 12.60 2018
24 Nigeria 12.58 2007
25 Uganda 10.79 2014
26 Zimbabwe 10.74 2012
27 Niger 8.51 2013
28 Chad 8.31 2016
29 Lesotho 6.95 2015
30 Dem. Rep. Congo 6.67 2015
31 Burundi 6.59 2018
32 Tanzania 6.20 2013
33 Rwanda 5.71 2016
34 Angola 5.20 2016
35 Togo 3.62 2018

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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: Technicians in research and development (R&D) are persons whose main tasks require technical knowledge and experience in one or more fields of engineering, physical and life sciences, or social sciences and humanities. 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