KPI  |
2022 |
Weight  |
Best |
Worst |
Aspirational value  |
Russian Federation |
Political environment
Rank 74 / Score 57.03 |
Political and operational stability  |
Initial Value: 0.5
|
5.9 |
0.4 |
Worst: Singapore 0.4 Best: Yemen 5.9
36.36% |
2.4Value: 2.4
|
Government effectiveness  |
Initial Value: 1
|
2.3353 |
-2.30766 |
Worst: Yemen -2.30766 Best: Singapore 2.3353
50.42% |
0.03Value: 0.0334169
|
Regulatory environment
Rank 91 / Score 55.85 |
Regulatory quality  |
Initial Value: 0.5
|
2.20561 |
-1.79991 |
Worst: Yemen -1.79991 Best: Singapore 2.20561
34.01% |
-0.44Value: -0.437757
|
Rule of law  |
Initial Value: 0.5
|
2.07888 |
-1.77656 |
Worst: Yemen -1.77656 Best: Finland 2.07888
26.36% |
-0.76Value: -0.760283
|
Cost of redundancy dismissal  |
Initial Value: 1
|
58.5 |
8 |
Worst: Sri Lanka 58.5 Best: Austria 8
81.52% |
17.33Value: 17.3333
|
Business Environment
Rank 101 / Score 33.34 |
Policies for doing business  |
Initial Value: 1
|
6.49265 |
1.74597 |
Worst: Argentina 1.74597 Best: Switzerland 6.49265
37.48% |
3.53Value: 3.52523
|
Entrepreneurship policies and culture  |
Initial Value: 1
|
6.29701 |
3.2157 |
Worst: Mozambique 3.2157 Best: United Arab Emirates 6.29701
24.58% |
3.97Value: 3.97318
|
Education
Rank 58 / Score 54.77 |
Expenditure on education  |
Initial Value: 1
|
9.64049 |
1.32632 |
Worst: Bangladesh 1.32632 Best: Namibia 9.64049
40.32% |
4.68Value: 4.6782
|
Government funding per secondary student  |
Initial Value: 1
|
49.3918 |
5.25506 |
Worst: Guatemala 5.25506 Best: Tunisia 49.3918
|
n/aValue: n/a
|
School life expectancy  |
Initial Value: 1
|
21.0546 |
6.40677 |
Worst: Niger 6.40677 Best: Australia 21.0546
63.9% |
15.77Value: 15.7664
|
PISA scales in reading, math and science  |
Initial Value: 0.5
|
579.027 |
334.119 |
Worst: Dominican Republic 334.119 Best: China 579.027
60.11% |
481.34Value: 481.335
|
Pupil-teacher ratio, secondary  |
Initial Value: 0.5
|
43.6656 |
6.2333 |
Worst: Ethiopia 43.6656 Best: Croatia 6.2333
116.65% |
n/aValue: n/a
|
Tertiary Education
Rank 16 / Score 48.06 |
Tertiary enrolment  |
Initial Value: 1
|
148.531 |
4.11603 |
Worst: Zambia 4.11603 Best: Greece 148.531
56.98% |
86.4Value: 86.4001
|
Graduates in Science and engineering  |
Initial Value: 1
|
39.0352 |
9.50237 |
Worst: Tanzania 9.50237 Best: Oman 39.0352
74.02% |
31.36Value: 31.3627
|
Tertiary inbound mobility  |
Initial Value: 0.5
|
72.9751 |
0.02776 |
Worst: Nepal 0.02776 Best: United Arab Emirates 72.9751
6.77% |
4.97Value: 4.96532
|
Research and Development
Rank 29 / Score 38.12 |
Researchers FTE  |
Initial Value: 1
|
8713.63 |
14.4474 |
Worst: Guatemala 14.4474 Best: Korea, Rep. 8713.63
31.12% |
2721.69Value: 2721.69
|
Gross expenditure on R&D (GERD)  |
Initial Value: 1
|
5.43562 |
0.01036 |
Worst: Mauritania 0.01036 Best: Israel 5.43562
20.05% |
1.1Value: 1.09803
|
Global RnD companies, average expenditure, top 3  |
Initial Value: 1
|
20800.9 |
0 |
Worst: Albania 0 Best: United States 20800.9
0.28% |
57.38Value: 57.3793
|
QS university ranking average score of top 3 universities  |
Initial Value: 1
|
98.9 |
0 |
Worst: Albania 0 Best: United States 98.9
48.4% |
47.87Value: 47.8667
|
ICTs
Rank 33 / Score 83.05 |
ICT access  |
Initial Value: 1
|
9.96109 |
3.45712 |
Worst: Niger 3.45712 Best: Singapore 9.96109
80% |
8.66Value: 8.6606
|
ICT use  |
Initial Value: 1
|
8.90633 |
1.14762 |
Worst: Yemen 1.14762 Best: Iceland 8.90633
84.38% |
7.69Value: 7.6947
|
Government online service  |
Initial Value: 1
|
1 |
0.1 |
Worst: Mauritania 0.1 Best: Korea, Rep. 1
79.73% |
0.82Value: 0.8176
|
online e-participation  |
Initial Value: 1
|
1 |
0.0952 |
Worst: Mauritania 0.0952 Best: Estonia 1
85.52% |
0.87Value: 0.869
|
General Infrastructure
Rank 51 / Score 33.88 |
Electricity output  |
Initial Value: 0.5
|
51702.7 |
26.598 |
Worst: Niger 26.598 Best: Iceland 51702.7
14.5% |
7519.92Value: 7519.92
|
Logistics performance  |
Initial Value: 0.5
|
4.2 |
2.05 |
Worst: Angola 2.05 Best: Germany 4.2
33.02% |
2.76Value: 2.76
|
Gross capital formation  |
Initial Value: 1
|
59.855 |
6.523 |
Worst: Yemen 6.523 Best: Mozambique 59.855
31.81% |
23.49Value: 23.488
|
Ecological sustainability
Rank 122 / Score 16.07 |
GDP per unit of energy use  |
Initial Value: 1
|
32.8534 |
2.01051 |
Worst: Trinidad and Tobago 2.01051 Best: Ireland 32.8534
9.38% |
4.9Value: 4.90308
|
Environmental performance  |
Initial Value: 1
|
77.9 |
18.9 |
Worst: India 18.9 Best: Denmark 77.9
31.53% |
37.5Value: 37.5
|
ISO 14001 environmental certificates  |
Initial Value: 1
|
16.1584 |
0.0283117 |
Worst: Ethiopia 0.0283117 Best: Bosnia and Herzegovina 16.1584
1.32% |
0.24Value: 0.241435
|
Credit
Rank 90 / Score 18.56 |
Finance for startups and scaleups  |
Initial Value: 1
|
6.8975 |
2.23333 |
Worst: Mozambique 2.23333 Best: Finland 6.8975
30.6% |
3.66Value: 3.66072
|
Domestic credit to private sector  |
Initial Value: 1
|
258.43 |
5.63672 |
Worst: Yemen 5.63672 Best: Hong Kong SAR 258.43
21.49% |
59.97Value: 59.9683
|
Microfinance institutions gross loan portfolio  |
Initial Value: 0.5
|
26.5934423 |
0 |
Worst: Iceland 0 Best: Cambodia 26.5934423
1.2% |
0.32Value: 0.31846451134
|
Investment
Rank 77 / Score 5.04 |
Venture capital received, value, % GDP  |
Initial Value: 1
|
0.013512 |
0 |
Worst: Burkina Faso 0 Best: Israel 0.013512
1.07% |
0Value: 0.000144186
|
Market capitalization  |
Initial Value: 1
|
1391.4416378 |
0.2262558792 |
Worst: Algeria 0.2262558792 Best: Hong Kong SAR 1391.4416378
3.06% |
42.83Value: 42.83306169
|
Venture capital investors, deals  |
Initial Value: 1
|
1.7712633864 |
0.0020977884066 |
Worst: Bangladesh 0.0020977884066 Best: Mauritius 1.7712633864
0.99% |
0.02Value: 0.019544632318
|
Venture capital recipients, deals  |
Initial Value: 1
|
0.594299 |
0.0018777 |
Worst: Algeria 0.0018777 Best: Israel 0.594299
0.17% |
0Value: 0.00289381
|
Trade, competition, and market scale
Rank 5 / Score 88.6 |
Applied tariff rate, weighted average  |
Initial Value: 0.5
|
15.46 |
0 |
Worst: Hong Kong SAR 0 Best: Cameroon 15.46
26.33% |
4.07Value: 4.07
|
Domestic industry diversification  |
Initial Value: 1
|
0.831349 |
0.0808477 |
Worst: Portugal 0.0808477 Best: Brunei Darussalam 0.831349
6.25% |
0.13Value: 0.127755
|
Domestic market scale  |
Initial Value: 1
|
27072 |
9.526 |
Worst: Burundi 9.526 Best: China 27072
16.4% |
4447.48Value: 4447.48
|
Knowledge workers
Rank 43 / Score 43.11 |
Knowledge-intensive employment  |
Initial Value: 1
|
63.6068 |
2.31389 |
Worst: Burundi 2.31389 Best: Luxembourg 63.6068
71.09% |
45.89Value: 45.8896
|
Firms offering formal training  |
Initial Value: 1
|
79.2 |
5.9 |
Worst: Myanmar 5.9 Best: China 79.2
8.05% |
11.8Value: 11.8
|
GERD performed by business enterprise  |
Initial Value: 1
|
4.90795 |
0.000333094 |
Worst: Paraguay 0.000333094 Best: Israel 4.90795
12.66% |
0.62Value: 0.621472
|
GERD financed by business enterprise  |
Initial Value: 1
|
80.8396 |
0 |
Worst: Brunei Darussalam 0 Best: Thailand 80.8396
36.15% |
29.23Value: 29.2267
|
Females employed with advanced degrees  |
Initial Value: 0.5
|
30.2531 |
0.0973045 |
Worst: Uganda 0.0973045 Best: Israel 30.2531
87.6% |
26.51Value: 26.5137
|
Innovation linkage
Rank 70 / Score 22.12 |
University/industry research collaboration  |
Initial Value: 0.5
|
5.77845 |
2.12069 |
Worst: Angola 2.12069 Best: United States 5.77845
45.71% |
3.79Value: 3.79277
|
State of cluster development  |
Initial Value: 1
|
5.71095 |
2.68416 |
Worst: Angola 2.68416 Best: United States 5.71095
41.61% |
3.94Value: 3.94348
|
GERD financed by abroad  |
Initial Value: 1
|
2.6438 |
0 |
Worst: Azerbaijan 0 Best: Israel 2.6438
0.73% |
0.02Value: 0.0193359
|
Joint venture/strategic alliance deals  |
Initial Value: 1
|
0.375068 |
0.000489036 |
Worst: Iran, Islamic Rep. 0.000489036 Best: Malta 0.375068
4.98% |
0.02Value: 0.0191263
|
Patent families filed in two offices  |
Initial Value: 1
|
13.6159 |
0 |
Worst: Albania 0 Best: Japan 13.6159
1.29% |
0.18Value: 0.17613
|
Knowledge absorption
Rank 32 / Score 40.91 |
Intellectual property payments  |
Initial Value: 1
|
20.1811 |
0 |
Worst: Armenia 0 Best: Ireland 20.1811
8.46% |
1.71Value: 1.70709
|
High tech imports  |
Initial Value: 1
|
61.8729 |
1.55565 |
Worst: Luxembourg 1.55565 Best: Hong Kong SAR 61.8729
13.63% |
9.77Value: 9.77442
|
ICT services imports  |
Initial Value: 0.5
|
14.0845 |
0.0189235 |
Worst: Paraguay 0.0189235 Best: Cyprus 14.0845
12.16% |
1.73Value: 1.7287
|
Foreign direct investment net inflows  |
Initial Value: 0.5
|
52.4546 |
-24.2174 |
Worst: Netherlands -24.2174 Best: Cyprus 52.4546
32.92% |
1.02Value: 1.02129
|
Research talent in business enterprise  |
Initial Value: 1
|
81.828304555 |
0.30038 |
Worst: Mozambique 0.30038 Best: Korea, Rep. 81.828304555
56.72% |
46.54Value: 46.543315869
|
knowledge creation
Rank 30 / Score 30.17 |
Patent applications by origin  |
Initial Value: 1
|
77.8864 |
0 |
Worst: Honduras 0 Best: Korea, Rep. 77.8864
7.58% |
5.9Value: 5.90468
|
PCT applications by origin  |
Initial Value: 0.5
|
8.92162 |
0 |
Worst: Albania 0 Best: Japan 8.92162
2.76% |
0.25Value: 0.246207
|
Utility models by origin  |
Initial Value: 1
|
120.658 |
0 |
Worst: Benin 0 Best: China 120.658
1.79% |
2.16Value: 2.16048
|
Scientific and technical publications  |
Initial Value: 1
|
70.305 |
0.500069 |
Worst: Angola 0.500069 Best: Iceland 70.305
14.03% |
10.29Value: 10.2946
|
Citable documents H index   |
Initial Value: 1
|
2711 |
50 |
Worst: Mauritania 50 Best: United States 2711
23.49% |
675Value: 675
|
Knowledge Impact
Rank 70 / Score 26.09 |
Labor productivity growth  |
Initial Value: 1
|
6.42803 |
-5.52429 |
Worst: Yemen -5.52429 Best: China 6.42803
63.02% |
2.01Value: 2.00804
|
New business density  |
Initial Value: 0.5
|
24.1932 |
0.0412862 |
Worst: Bangladesh 0.0412862 Best: Estonia 24.1932
9.17% |
2.26Value: 2.25507
|
Total computer software spending  |
Initial Value: 1
|
1.07538 |
0.00595648 |
Worst: Ethiopia 0.00595648 Best: United States 1.07538
26.6% |
0.29Value: 0.29046
|
ISO 9001 quality certificates  |
Initial Value: 1
|
38.6228 |
0.143587 |
Worst: Tajikistan 0.143587 Best: Italy 38.6228
2.28% |
1.02Value: 1.02159
|
High-tech manufacturing  |
Initial Value: 1
|
74.6573 |
1.22291 |
Worst: Yemen 1.22291 Best: Singapore 74.6573
29.37% |
22.79Value: 22.7904
|
Knowledge diffusion
Rank 65 / Score 23.62 |
IP receipts  |
Initial Value: 0.5
|
7.68633 |
0 |
Worst: Armenia 0 Best: Netherlands 7.68633
3.43% |
0.26Value: 0.263422
|
High Tech exports  |
Initial Value: 1
|
74.6573 |
0.00742426 |
Worst: Burundi 0.00742426 Best: Singapore 74.6573
2.58% |
1.93Value: 1.93441
|
ICT services export  |
Initial Value: 1
|
32.0873 |
0.0139309 |
Worst: Mexico 0.0139309 Best: Ireland 32.0873
5.38% |
1.74Value: 1.7389
|
Production and export complexity  |
Initial Value: 0.5
|
2.48712 |
-1.77323 |
Worst: Nigeria -1.77323 Best: Japan 2.48712
44.46% |
0.12Value: 0.120892
|
Intangible Assets
Rank 35 / Score 40.02 |
Trademark application class count by origin  |
Initial Value: 1
|
469.913 |
2.98144 |
Worst: Niger 2.98144 Best: Iran, Islamic Rep. 469.913
17.19% |
83.26Value: 83.2621
|
Intangible asset intensity, top 15, %  |
Initial Value: 1
|
92.653160543 |
-295.82728163 |
Worst: Montenegro -295.82728163 Best: United States 92.653160543
90.76% |
56.74Value: 56.738367164
|
Industrial design by origin  |
Initial Value: 0.5
|
31.0996 |
0 |
Worst: Lao PDR 0 Best: China 31.0996
3.78% |
1.17Value: 1.1745
|
Global brand value, top 5,000  |
Initial Value: 1
|
264.309 |
0 |
Worst: Albania 0 Best: Hong Kong SAR 264.309
17.79% |
47.03Value: 47.0298
|
Creative Goods
Rank 80 / Score 10.77 |
Cultural and creative services exports  |
Initial Value: 0.5
|
13.9462 |
9.65974E-05 |
Worst: Zambia 9.65974E-05 Best: Malta 13.9462
7.95% |
1.11Value: 1.10911
|
National feature films produced  |
Initial Value: 0.5
|
21.0472 |
0.163239 |
Worst: Pakistan 0.163239 Best: Iceland 21.0472
4.89% |
1.19Value: 1.18534
|
Entertainment and media market  |
Initial Value: 0.5
|
3.0983425297 |
0.005828006182 |
Worst: Yemen 0.005828006182 Best: United States 3.0983425297
6.51% |
0.21Value: 0.20712641542
|
Printing publications and other media output  |
Initial Value: 0.5
|
8.00313 |
0.13398 |
Worst: Lao PDR 0.13398 Best: Malta 8.00313
6.31% |
0.63Value: 0.630843
|
Creative goods exports  |
Initial Value: 1
|
13.132 |
3.03983E-05 |
Worst: Nigeria 3.03983E-05 Best: China 13.132
2.84% |
0.37Value: 0.372677
|
Online creativity
Rank 43 / Score 10.42 |
Generic TLD  |
Initial Value: 1
|
424.697 |
0.061316 |
Worst: Uzbekistan 0.061316 Best: United States 424.697
2.39% |
10.23Value: 10.2268
|
Country code TLD  |
Initial Value: 1
|
2604.01 |
0.0289722 |
Worst: Ethiopia 0.0289722 Best: Montenegro 2604.01
1.85% |
48.16Value: 48.1581
|
GitHub commits/mn pop. 15–69  |
Initial Value: 1
|
7933080 |
296.92 |
Worst: Niger 296.92 Best: Hong Kong SAR 7933080
5.64% |
447708Value: 447708
|
Mobile apps creation  |
Initial Value: 1
|
79.467 |
6.59413E-08 |
Worst: Madagascar 6.59413E-08 Best: Cyprus 79.467
1.03% |
0.82Value: 0.819293
|