KPI |
2023 - Botswana |
Weight |
Best |
Worst |
Aspirational value |
Current Value |
Institutional environment
Rank 42 / Score 57.98 |
Operational stability for businesses |
Initial Value: 0.5
|
4.00 |
0.40 |
Worst: Lebanon 4.00 Best: Singapore 0.40
69.44% |
1.5Value: 1.5
|
Government effectiveness |
Initial Value: 1
|
2.29 |
-1.33 |
Worst: Burundi -1.33 Best: Singapore 2.29
46.52% |
0.35Value: 0.3540684
|
Regulatory environment
Rank 58 / Score 65.8 |
Regulatory quality |
Initial Value: 0.5
|
2.23 |
-1.62 |
Worst: Iran, Islamic Rep. -1.62 Best: Singapore 2.23
58.03% |
0.61Value: 0.61423194
|
Rule of law |
Initial Value: 0.5
|
2.06 |
-1.36 |
Worst: Nicaragua -1.36 Best: Finland 2.06
53.85% |
0.48Value: 0.48163283
|
Cost of redundancy dismissal |
Initial Value: 1
|
58.50 |
8.00 |
Worst: Sri Lanka 58.50 Best: Austria 8.00
75.66% |
20.29Value: 20.292063
|
Business Environment
Rank 26 / Score 66.8 |
Policies for doing business |
Initial Value: 1
|
6.42 |
1.67 |
Worst: Argentina 1.67 Best: Switzerland 6.42
75.23% |
5.24Value: 5.2434026535
|
Entrepreneurship policies and culture |
Initial Value: 1
|
6.72 |
3.22 |
Worst: Mozambique 3.22 Best: United Arab Emirates 6.72
58.25% |
5.26Value: 5.2587301587
|
Education
Rank 9 / Score 68.91 |
Expenditure on education |
Initial Value: 1
|
9.52 |
1.67 |
Worst: Cambodia 1.67 Best: Namibia 9.52
81.56% |
8.07Value: 8.0727832823
|
Government funding per secondary student |
Initial Value: 1
|
51.06 |
5.41 |
Worst: Guatemala 5.41 Best: Tunisia 51.06
|
N/AValue: N/A
|
School life expectancy |
Initial Value: 1
|
21.05 |
6.41 |
Worst: Niger 6.41 Best: Australia 21.05
38.91% |
12.11Value: 12.107049942
|
PISA scales in reading, math and science |
Initial Value: 0.5
|
579.03 |
334.12 |
Worst: Dominican Republic 334.12 Best: China 579.03
|
N/AValue: N/A
|
Pupil-teacher ratio, secondary |
Initial Value: 0.5
|
45.18 |
6.11 |
Worst: Mozambique 45.18 Best: Croatia 6.11
86.25% |
11.48Value: 11.483446742
|
Tertiary Education
Rank 96 / Score 17.17 |
Tertiary enrolment |
Initial Value: 1
|
150.88 |
4.37 |
Worst: Niger 4.37 Best: Greece 150.88
13.9% |
24.73Value: 24.72838974
|
Graduates in Science and engineering |
Initial Value: 1
|
43.53 |
8.92 |
Worst: Namibia 8.92 Best: Malaysia 43.53
31.26% |
19.74Value: 19.738430023
|
Tertiary inbound mobility |
Initial Value: 0.5
|
70.27 |
0.10 |
Worst: Indonesia 0.10 Best: United Arab Emirates 70.27
3.37% |
2.47Value: 2.4669799805
|
Research and Development
Rank 88 / Score 2.93 |
Researchers FTE |
Initial Value: 1
|
9640.25 |
13.92 |
Worst: Guatemala 13.92 Best: Sweden 9640.25
1.78% |
185.21Value: 185.20781
|
Gross expenditure on R&D (GERD) |
Initial Value: 1
|
5.56 |
0.01 |
Worst: Mauritania 0.01 Best: Israel 5.56
9.93% |
0.56Value: 0.561
|
Global RnD companies, average expenditure, top 3 |
Initial Value: 1
|
28099.99 |
0.00 |
Worst: Albania 0.00 Best: United States 28099.99
0% |
0Value: 0
|
QS university ranking average score of top 3 universities |
Initial Value: 1
|
98.70 |
0.00 |
Worst: Albania 0.00 Best: United States 98.70
0% |
0Value: 0
|
ICTs
Rank 105 / Score 45.58 |
ICT access |
Initial Value: 1
|
9.98 |
3.39 |
Worst: Niger 3.39 Best: Singapore 9.98
82.02% |
8.8Value: 8.7950794956
|
ICT use |
Initial Value: 1
|
8.89 |
0.48 |
Worst: Burundi 0.48 Best: Switzerland 8.89
65.41% |
5.98Value: 5.9809240856
|
Government online service |
Initial Value: 1
|
1.00 |
0.10 |
Worst: Mauritania 0.10 Best: Estonia 1.00
19.33% |
0.27Value: 0.274
|
online e-participation |
Initial Value: 1
|
1.00 |
0.02 |
Worst: Mauritania 0.02 Best: Japan 1.00
15.36% |
0.17Value: 0.1705
|
General Infrastructure
Rank 76 / Score 24.27 |
Electricity output |
Initial Value: 0.5
|
52600.54 |
26.44 |
Worst: Niger 26.44 Best: Iceland 52600.54
1.71% |
926.87Value: 926.8707483
|
Logistics performance |
Initial Value: 0.5
|
4.30 |
2.10 |
Worst: Angola 2.10 Best: Singapore 4.30
45.45% |
3.1Value: 3.1
|
Gross capital formation |
Initial Value: 1
|
73.06 |
11.85 |
Worst: Egypt 11.85 Best: Mozambique 73.06
22.76% |
25.78Value: 25.781
|
Ecological sustainability
Rank 44 / Score 32.83 |
GDP per unit of energy use |
Initial Value: 1
|
36.34 |
2.16 |
Worst: Trinidad and Tobago 2.16 Best: Ireland 36.34
35.4% |
14.26Value: 14.259
|
Environmental performance |
Initial Value: 1
|
77.90 |
18.90 |
Worst: India 18.90 Best: Denmark 77.90
59.49% |
54Value: 54
|
ISO 14001 environmental certificates |
Initial Value: 1
|
12.73 |
0.06 |
Worst: Ethiopia 0.06 Best: Bulgaria 12.73
3.64% |
0.52Value: 0.52132701422
|
Credit
Rank 44 / Score 38.23 |
Finance for startups and scaleups |
Initial Value: 1
|
6.90 |
2.23 |
Worst: Mozambique 2.23 Best: Finland 6.90
66.22% |
5.32Value: 5.3225396825
|
Domestic credit to private sector |
Initial Value: 1
|
258.91 |
5.42 |
Worst: Zimbabwe 5.42 Best: Hong Kong SAR 258.91
13.57% |
39.81Value: 39.808983828
|
Loans from microfinance institutions, % GDP |
Initial Value: 1
|
28.71 |
0.00 |
Worst: Iceland 0.00 Best: Cambodia 28.71
10.39% |
2.98Value: 2.9815776134
|
Investment
Rank 90 / Score 3.21 |
Venture capital received, value, % GDP |
Initial Value: 1
|
0.02 |
0.00 |
Worst: Burkina Faso 0.00 Best: Estonia 0.02
0.17% |
0Value: 0.000034063812876
|
Market capitalization |
Initial Value: 1
|
1394.19 |
0.23 |
Worst: Algeria 0.23 Best: Hong Kong SAR 1394.19
|
N/AValue: N/A
|
Venture capital investors, deals |
Initial Value: 1
|
2.20 |
0.00 |
Worst: Kazakhstan 0.00 Best: Mauritius 2.20
0% |
N/AValue: N/A
|
Venture capital recipients, deals |
Initial Value: 1
|
0.90 |
0.00 |
Worst: Algeria 0.00 Best: Singapore 0.90
2.63% |
0.02Value: 0.023696682464
|
Trade, competition, and market scale
Rank 57 / Score 59.78 |
Applied tariff rate, weighted average |
Initial Value: 0.5
|
15.46 |
0.00 |
Worst: Cameroon 15.46 Best: Hong Kong SAR 0.00
94.83% |
0.8Value: 0.8
|
Domestic industry diversification |
Initial Value: 1
|
0.80 |
0.08 |
Worst: Burundi 0.80 Best: Portugal 0.08
83.66% |
0.2Value: 0.197619991
|
Domestic market scale |
Initial Value: 1
|
30074.38 |
4.82 |
Worst: Cape Verde 4.82 Best: China 30074.38
0.14% |
47.05Value: 47.046
|
Knowledge workers
Rank 74 / Score 28.78 |
Knowledge-intensive employment |
Initial Value: 1
|
64.13 |
2.75 |
Worst: Burundi 2.75 Best: Luxembourg 64.13
33.55% |
23.34Value: 23.340478361
|
Firms offering formal training |
Initial Value: 1
|
73.70 |
7.70 |
Worst: Indonesia 7.70 Best: Ecuador 73.70
|
n/aValue: n/a
|
GERD performed by business enterprise |
Initial Value: 1
|
5.06 |
0.00 |
Worst: Panama 0.00 Best: Israel 5.06
1.88% |
0.1Value: 0.095
|
GERD financed by business enterprise |
Initial Value: 1
|
80.84 |
0.00 |
Worst: Brunei Darussalam 0.00 Best: Thailand 80.84
21.87% |
17.68Value: 17.68161
|
Females employed with advanced degrees |
Initial Value: 0.5
|
30.79 |
0.15 |
Worst: Tanzania 0.15 Best: Lithuania 30.79
57.86% |
17.88Value: 17.879226177
|
Innovation linkage
Rank 42 / Score 29.24 |
University/industry research collaboration |
Initial Value: 0.5
|
5.63 |
2.25 |
Worst: Angola 2.25 Best: Israel 5.63
57.39% |
4.19Value: 4.1898136832
|
State of cluster development |
Initial Value: 1
|
5.56 |
2.72 |
Worst: Burkina Faso 2.72 Best: United States 5.56
62.85% |
4.5Value: 4.5049461782
|
GERD financed by abroad |
Initial Value: 1
|
2.86 |
0.00 |
Worst: Azerbaijan 0.00 Best: Israel 2.86
4.07% |
0.12Value: 0.11638859022
|
Joint venture/strategic alliance deals |
Initial Value: 1
|
0.34 |
0.00 |
Worst: Iran, Islamic Rep. 0.00 Best: Malta 0.34
5.82% |
0.02Value: 0.019789935938
|
Patent families filed in two offices |
Initial Value: 1
|
12.97 |
0.00 |
Worst: Angola 0.00 Best: Japan 12.97
0% |
0Value: 0
|
Knowledge absorption
Rank 77 / Score 30.74 |
Intellectual property payments |
Initial Value: 1
|
20.42 |
0.00 |
Worst: Armenia 0.00 Best: Ireland 20.42
3.78% |
0.77Value: 0.77279249611
|
High tech imports |
Initial Value: 1
|
59.14 |
1.69 |
Worst: Luxembourg 1.69 Best: Hong Kong SAR 59.14
6.23% |
5.27Value: 5.2684666002
|
ICT services imports |
Initial Value: 0.5
|
13.89 |
0.02 |
Worst: Paraguay 0.02 Best: Cyprus 13.89
21.49% |
3Value: 3.00089506
|
Foreign direct investment net inflows |
Initial Value: 0.5
|
60.98 |
-13.20 |
Worst: Netherlands -13.20 Best: Hungary 60.98
18.28% |
0.36Value: 0.36227275121
|
Research talent in business enterprise |
Initial Value: 1
|
82.94 |
0.30 |
Worst: Mozambique 0.30 Best: Korea, Rep. 82.94
0.9% |
1.05Value: 1.04712
|
knowledge creation
Rank 108 / Score 5.86 |
Patent applications by origin |
Initial Value: 1
|
73.99 |
0.00 |
Worst: Honduras 0.00 Best: Korea, Rep. 73.99
0.1% |
0.07Value: 0.071090047393
|
PCT applications by origin |
Initial Value: 0.5
|
8.24 |
0.00 |
Worst: Angola 0.00 Best: Japan 8.24
0% |
0Value: 0
|
Utility models by origin |
Initial Value: 1
|
104.56 |
0.00 |
Worst: Benin 0.00 Best: China 104.56
0.14% |
0.14Value: 0.14218009479
|
Scientific and technical publications |
Initial Value: 1
|
50.79 |
0.58 |
Worst: Angola 0.58 Best: Iceland 50.79
18.91% |
10.08Value: 10.075245504
|
Citable documents H index |
Initial Value: 1
|
2898.00 |
43.00 |
Worst: Cape Verde 43.00 Best: United States 2898.00
3.29% |
137Value: 137
|
Knowledge Impact
Rank 111 / Score 18.86 |
Labor productivity growth |
Initial Value: 1
|
6.02 |
-4.86 |
Worst: Lebanon -4.86 Best: China 6.02
38.88% |
-0.63Value: -0.62941813944
|
Unicorn valuation |
Initial Value: 1
|
23.84 |
0.00 |
Worst: Albania 0.00 Best: Estonia 23.84
0% |
0Value: 0
|
Total computer software spending |
Initial Value: 1
|
1.05 |
0.01 |
Worst: Ethiopia 0.01 Best: United States 1.05
9.72% |
0.11Value: 0.11108403342
|
High-tech manufacturing |
Initial Value: 1
|
78.53 |
1.85 |
Worst: Kyrgyz Republic 1.85 Best: Singapore 78.53
26.45% |
22.13Value: 22.13480934
|
Knowledge diffusion
Rank 114 / Score 8.28 |
IP receipts |
Initial Value: 0.5
|
6.48 |
0.00 |
Worst: Armenia 0.00 Best: Netherlands 6.48
0.24% |
0.02Value: 0.015472923728
|
High Tech exports |
Initial Value: 1
|
44.66 |
0.01 |
Worst: Cape Verde 0.01 Best: Malaysia 44.66
0.61% |
0.28Value: 0.28316154413
|
ICT services export |
Initial Value: 1
|
35.21 |
0.01 |
Worst: Benin 0.01 Best: Ireland 35.21
0.52% |
0.19Value: 0.19132684934
|
ISO 9001 quality/bn PPP$ GDP |
Initial Value: 1
|
37.40 |
0.10 |
Worst: Tajikistan 0.10 Best: Bulgaria 37.40
1% |
0.47Value: 0.47393364929
|
Production and export complexity |
Initial Value: 0.5
|
2.27 |
-2.51 |
Worst: Angola -2.51 Best: Japan 2.27
32.36% |
-0.96Value: -0.963326
|
Intangible Assets
Rank 88 / Score 19.09 |
Intangible asset intensity, top 15, % |
Initial Value: 1
|
93.40 |
-181.36 |
Worst: Montenegro -181.36 Best: United States 93.40
66.68% |
1.84Value: 1.8414242341
|
Trademark application class count by origin |
Initial Value: 1
|
445.16 |
1.43 |
Worst: Niger 1.43 Best: Mongolia 445.16
3.78% |
18.22Value: 18.223297235
|
Industrial design by origin |
Initial Value: 0.5
|
32.41 |
0.00 |
Worst: Brunei Darussalam 0.00 Best: Mongolia 32.41
1.32% |
0.43Value: 0.42654028436
|
Global brand value, top 5,000 |
Initial Value: 1
|
27.56 |
0.00 |
Worst: Albania 0.00 Best: Hong Kong SAR 27.56
0% |
0Value: 0
|
Creative Goods
Rank 104 / Score 1.86 |
Cultural and creative services exports |
Initial Value: 0.5
|
14.25 |
0.00 |
Worst: Benin 0.00 Best: Malta 14.25
0.75% |
0.11Value: 0.1061748421
|
National feature films produced |
Initial Value: 0.5
|
37.91 |
0.05 |
Worst: Pakistan 0.05 Best: Iceland 37.91
|
n/aValue: n/a
|
Entertainment and media market |
Initial Value: 0.5
|
3.50 |
0.02 |
Worst: Pakistan 0.02 Best: United States 3.50
|
n/aValue: n/a
|
Creative goods exports |
Initial Value: 1
|
12.71 |
0.00 |
Worst: Mauritania 0.00 Best: Hong Kong SAR 12.71
1.07% |
0.14Value: 0.13588301437
|
Online creativity
Rank 122 / Score 4.5 |
Generic TLD |
Initial Value: 1
|
423.69 |
0.05 |
Worst: Uzbekistan 0.05 Best: United States 423.69
0.71% |
3.04Value: 3.0390265342
|
Country code TLD |
Initial Value: 1
|
2701.89 |
0.03 |
Worst: Ethiopia 0.03 Best: Montenegro 2701.89
0.24% |
6.42Value: 6.4160458739
|
GitHub commits/mn pop. 15–69 |
Initial Value: 1
|
18874723.79 |
2364.30 |
Worst: Niger 2364.30 Best: Hong Kong SAR 18874723.79
0.4% |
78538.82Value: 78538.823942
|
Mobile apps creation |
Initial Value: 1
|
77113978.63 |
0.04 |
Worst: Madagascar 0.04 Best: Cyprus 77113978.63
0% |
10.64Value: 10.642707662
|