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

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 Luxembourg 3,166.02 2017
2 Austria 2,648.10 2017
3 Switzerland 2,619.74 2017
4 Iceland 2,371.46 2017
5 Czech Republic 2,186.36 2018
6 Denmark 2,123.60 2011
7 Netherlands 2,037.69 2011
8 Sweden 2,027.53 2011
9 Germany 2,006.65 2017
10 Slovenia 1,814.20 2017
11 France 1,805.54 2017
12 Belgium 1,377.90 2011
13 Korea 1,311.44 2018
14 United Kingdom 1,305.43 2016
15 New Zealand 1,276.04 2017
16 Canada 1,268.37 2017
17 Spain 1,264.92 2017
18 Ireland 1,164.61 2017
19 Australia 1,136.46 2008
20 Brazil 969.90 2014
21 United Arab Emirates 889.54 2018
22 Malta 885.98 2017
23 Italy 820.01 1996
24 Portugal 780.06 2017
25 Hungary 770.31 2017
26 Croatia 714.11 2017
27 Estonia 654.85 2017
28 Kenya 627.73 2010
29 Seychelles 597.87 2005
30 Greece 585.10 2011
31 Japan 524.29 2018
32 Slovak Republic 520.63 2018
33 Iran 496.82 2017
34 Lithuania 462.48 2011
35 Bulgaria 442.22 2011
36 Russia 437.84 2018
37 Poland 415.27 2017
38 Serbia 412.03 2018
39 Argentina 398.05 2018
40 Qatar 397.10 2018
41 Latvia 391.19 2011
42 Singapore 377.37 2017
43 Egypt 369.56 2018
44 Turkey 353.74 2017
45 Cyprus 325.14 2017
46 Hong Kong SAR, China 315.80 2018
47 Chile 303.47 2017
48 Thailand 296.94 2017
49 Romania 278.82 2017
50 Trinidad and Tobago 268.38 2018
51 Georgia 241.60 2018
52 Malaysia 233.44 2018
53 Macao SAR, China 182.46 2018
54 Montenegro 156.16 2017
55 Puerto Rico 156.14 2015
56 Panama 155.13 2013
57 Ukraine 150.14 2018
58 Monaco 147.74 2005
59 Greenland 142.45 2004
60 Nepal 141.55 2002
61 Mexico 140.30 2016
62 Mauritius 130.27 2018
63 South Africa 129.51 2017
64 Botswana 125.09 2013
65 Kazakhstan 123.86 2018
66 Jordan 108.89 2015
67 North Macedonia 91.12 2018
68 Ecuador 89.96 2014
69 The Gambia 88.81 2018
70 Sri Lanka 74.71 2015
71 India 73.06 2018
72 Vietnam 71.49 2017
73 Syrian Arab Republic 67.95 2015
74 Namibia 66.11 2014
75 Zambia 64.52 2008
76 Tunisia 61.74 2018
77 Cambodia 60.88 2015
78 Moldova 60.41 2018
79 Malawi 60.01 2010
80 Bosnia and Herzegovina 50.93 2018
81 Uzbekistan 48.07 2018
82 Paraguay 46.29 2018
83 Kuwait 45.20 2018
84 Algeria 41.86 2017
85 Cabo Verde 40.52 2014
86 Morocco 40.25 2016
87 Albania 39.96 2008
88 Burkina Faso 37.13 2010
89 Senegal 36.90 2015
90 Eswatini 36.05 2015
91 Congo 35.49 2000
92 Indonesia 34.74 2018
93 Ethiopia 33.26 2017
94 Oman 32.77 2018
95 Pakistan 31.80 2017
96 Ghana 28.65 2015
97 Mozambique 26.74 2015
98 Bolivia 25.63 2010
99 Mali 23.78 2017
100 Iraq 22.98 2018
101 El Salvador 21.65 2018
102 Myanmar 18.70 2017
103 Philippines 17.54 2015
104 Bahrain 17.21 2014
105 Madagascar 12.60 2018
106 Nigeria 12.58 2007
107 Guatemala 10.96 2018
108 Uganda 10.79 2014
109 Papua New Guinea 10.76 2016
110 Zimbabwe 10.74 2012
111 Honduras 9.99 2015
112 Niger 8.51 2013
113 Chad 8.31 2016
114 Lesotho 6.95 2015
115 Dem. Rep. Congo 6.67 2015
116 Burundi 6.59 2018
117 Tanzania 6.20 2013
118 Rwanda 5.71 2016
119 Angola 5.20 2016
120 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