KPI |
2023 - Lebanon |
Weight |
Best |
Worst |
Aspirational value |
Current Value |
Institutional environment
Rank 132 / Score 0.61 |
Operational stability for businesses |
Initial Value: 0.5
|
4.00 |
0.40 |
Worst: Lebanon 4.00 Best: Singapore 0.40
0% |
4Value: 4
|
Government effectiveness |
Initial Value: 1
|
2.29 |
-1.33 |
Worst: Burundi -1.33 Best: Singapore 2.29
1.19% |
-1.29Value: -1.2870393
|
Regulatory environment
Rank 86 / Score 56.21 |
Regulatory quality |
Initial Value: 0.5
|
2.23 |
-1.62 |
Worst: Iran, Islamic Rep. -1.62 Best: Singapore 2.23
19.15% |
-0.88Value: -0.8827787
|
Rule of law |
Initial Value: 0.5
|
2.06 |
-1.36 |
Worst: Nicaragua -1.36 Best: Finland 2.06
8.38% |
-1.07Value: -1.0735661
|
Cost of redundancy dismissal |
Initial Value: 1
|
58.50 |
8.00 |
Worst: Sri Lanka 58.50 Best: Austria 8.00
98.68% |
8.67Value: 8.666667
|
Business Environment
Rank 95 / Score 31.86 |
Policies for doing business |
Initial Value: 1
|
6.42 |
1.67 |
Worst: Argentina 1.67 Best: Switzerland 6.42
11.41% |
2.21Value: 2.2120528221
|
Entrepreneurship policies and culture |
Initial Value: 1
|
6.72 |
3.22 |
Worst: Mozambique 3.22 Best: United Arab Emirates 6.72
52.25% |
5.05Value: 5.0487477954
|
Education
Rank 118 / Score 31.19 |
Expenditure on education |
Initial Value: 1
|
9.52 |
1.67 |
Worst: Cambodia 1.67 Best: Namibia 9.52
9.73% |
2.43Value: 2.4339699745
|
Government funding per secondary student |
Initial Value: 1
|
51.06 |
5.41 |
Worst: Guatemala 5.41 Best: Tunisia 51.06
1.6% |
6.14Value: 6.1385998726
|
School life expectancy |
Initial Value: 1
|
21.05 |
6.41 |
Worst: Niger 6.41 Best: Australia 21.05
|
N/AValue: N/A
|
PISA scales in reading, math and science |
Initial Value: 0.5
|
579.03 |
334.12 |
Worst: Dominican Republic 334.12 Best: China 579.03
17.44% |
376.84Value: 376.84078812
|
Pupil-teacher ratio, secondary |
Initial Value: 0.5
|
45.18 |
6.11 |
Worst: Mozambique 45.18 Best: Croatia 6.11
96% |
7.67Value: 7.6739795001
|
Tertiary Education
Rank 22 / Score 44.25 |
Tertiary enrolment |
Initial Value: 1
|
150.88 |
4.37 |
Worst: Niger 4.37 Best: Greece 150.88
|
N/AValue: N/A
|
Graduates in Science and engineering |
Initial Value: 1
|
43.53 |
8.92 |
Worst: Namibia 8.92 Best: Malaysia 43.53
55.56% |
28.15Value: 28.149160385
|
Tertiary inbound mobility |
Initial Value: 0.5
|
70.27 |
0.10 |
Worst: Indonesia 0.10 Best: United Arab Emirates 70.27
17.53% |
12.4Value: 12.397399902
|
Research and Development
Rank 50 / Score 14.24 |
Researchers FTE |
Initial Value: 1
|
9640.25 |
13.92 |
Worst: Guatemala 13.92 Best: Sweden 9640.25
|
N/AValue: N/A
|
Gross expenditure on R&D (GERD) |
Initial Value: 1
|
5.56 |
0.01 |
Worst: Mauritania 0.01 Best: Israel 5.56
|
N/AValue: N/A
|
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
28.47% |
28.1Value: 28.1
|
ICTs
Rank 96 / Score 51.4 |
ICT access |
Initial Value: 1
|
9.98 |
3.39 |
Worst: Niger 3.39 Best: Singapore 9.98
71.95% |
8.13Value: 8.1313487435
|
ICT use |
Initial Value: 1
|
8.89 |
0.48 |
Worst: Burundi 0.48 Best: Switzerland 8.89
58.77% |
5.42Value: 5.4226373845
|
Government online service |
Initial Value: 1
|
1.00 |
0.10 |
Worst: Mauritania 0.10 Best: Estonia 1.00
36.19% |
0.43Value: 0.4257
|
online e-participation |
Initial Value: 1
|
1.00 |
0.02 |
Worst: Mauritania 0.02 Best: Japan 1.00
38.54% |
0.4Value: 0.3977
|
General Infrastructure
Rank 112 / Score 13.5 |
Electricity output |
Initial Value: 0.5
|
52600.54 |
26.44 |
Worst: Niger 26.44 Best: Iceland 52600.54
5.03% |
2669.6Value: 2669.5970696
|
Logistics performance |
Initial Value: 0.5
|
4.30 |
2.10 |
Worst: Angola 2.10 Best: Singapore 4.30
|
N/AValue: N/A
|
Gross capital formation |
Initial Value: 1
|
73.06 |
11.85 |
Worst: Egypt 11.85 Best: Mozambique 73.06
|
N/AValue: N/A
|
Ecological sustainability
Rank 70 / Score 23.14 |
GDP per unit of energy use |
Initial Value: 1
|
36.34 |
2.16 |
Worst: Trinidad and Tobago 2.16 Best: Ireland 36.34
23.75% |
10.28Value: 10.278
|
Environmental performance |
Initial Value: 1
|
77.90 |
18.90 |
Worst: India 18.90 Best: Denmark 77.90
22.54% |
32.2Value: 32.2
|
ISO 14001 environmental certificates |
Initial Value: 1
|
12.73 |
0.06 |
Worst: Ethiopia 0.06 Best: Bulgaria 12.73
|
N/AValue: N/A
|
Credit
Rank 22 / Score 56.96 |
Finance for startups and scaleups |
Initial Value: 1
|
6.90 |
2.23 |
Worst: Mozambique 2.23 Best: Finland 6.90
73.99% |
5.69Value: 5.6854166667
|
Domestic credit to private sector |
Initial Value: 1
|
258.91 |
5.42 |
Worst: Zimbabwe 5.42 Best: Hong Kong SAR 258.91
39.9% |
106.57Value: 106.56772506
|
Loans from microfinance institutions, % GDP |
Initial Value: 1
|
28.71 |
0.00 |
Worst: Iceland 0.00 Best: Cambodia 28.71
0% |
N/AValue: N/A
|
Investment
Rank 62 / Score 7.38 |
Venture capital received, value, % GDP |
Initial Value: 1
|
0.02 |
0.00 |
Worst: Burkina Faso 0.00 Best: Estonia 0.02
1.18% |
0Value: 0.00023679268392
|
Market capitalization |
Initial Value: 1
|
1394.19 |
0.23 |
Worst: Algeria 0.23 Best: Hong Kong SAR 1394.19
1.27% |
17.88Value: 17.882957536
|
Venture capital investors, deals |
Initial Value: 1
|
2.20 |
0.00 |
Worst: Kazakhstan 0.00 Best: Mauritius 2.20
7.02% |
0.15Value: 0.15453761059
|
Venture capital recipients, deals |
Initial Value: 1
|
0.90 |
0.00 |
Worst: Algeria 0.00 Best: Singapore 0.90
4.29% |
0.04Value: 0.038634402648
|
Trade, competition, and market scale
Rank 78 / Score 54.48 |
Applied tariff rate, weighted average |
Initial Value: 0.5
|
15.46 |
0.00 |
Worst: Cameroon 15.46 Best: Hong Kong SAR 0.00
81.69% |
2.83Value: 2.83
|
Domestic industry diversification |
Initial Value: 1
|
0.80 |
0.08 |
Worst: Burundi 0.80 Best: Portugal 0.08
80.22% |
0.22Value: 0.222416172
|
Domestic market scale |
Initial Value: 1
|
30074.38 |
4.82 |
Worst: Cape Verde 4.82 Best: China 30074.38
0.24% |
77.65Value: 77.651
|
Knowledge workers
Rank 58 / Score 35.78 |
Knowledge-intensive employment |
Initial Value: 1
|
64.13 |
2.75 |
Worst: Burundi 2.75 Best: Luxembourg 64.13
40.33% |
27.5Value: 27.503080507
|
Firms offering formal training |
Initial Value: 1
|
73.70 |
7.70 |
Worst: Indonesia 7.70 Best: Ecuador 73.70
19.85% |
20.8Value: 20.8
|
GERD performed by business enterprise |
Initial Value: 1
|
5.06 |
0.00 |
Worst: Panama 0.00 Best: Israel 5.06
0% |
n/aValue: n/a
|
GERD financed by business enterprise |
Initial Value: 1
|
80.84 |
0.00 |
Worst: Brunei Darussalam 0.00 Best: Thailand 80.84
0% |
n/aValue: n/a
|
Females employed with advanced degrees |
Initial Value: 0.5
|
30.79 |
0.15 |
Worst: Tanzania 0.15 Best: Lithuania 30.79
47.15% |
14.6Value: 14.597800106
|
Innovation linkage
Rank 89 / Score 17.06 |
University/industry research collaboration |
Initial Value: 0.5
|
5.63 |
2.25 |
Worst: Angola 2.25 Best: Israel 5.63
35.18% |
3.44Value: 3.438934803
|
State of cluster development |
Initial Value: 1
|
5.56 |
2.72 |
Worst: Burkina Faso 2.72 Best: United States 5.56
28.06% |
3.52Value: 3.516815424
|
GERD financed by abroad |
Initial Value: 1
|
2.86 |
0.00 |
Worst: Azerbaijan 0.00 Best: Israel 2.86
0% |
n/aValue: n/a
|
Joint venture/strategic alliance deals |
Initial Value: 1
|
0.34 |
0.00 |
Worst: Iran, Islamic Rep. 0.00 Best: Malta 0.34
3.79% |
0.01Value: 0.012878134216
|
Patent families filed in two offices |
Initial Value: 1
|
12.97 |
0.00 |
Worst: Angola 0.00 Best: Japan 12.97
0.22% |
0.03Value: 0.028970112501
|
Knowledge absorption
Rank 108 / Score 24.4 |
Intellectual property payments |
Initial Value: 1
|
20.42 |
0.00 |
Worst: Armenia 0.00 Best: Ireland 20.42
0.32% |
0.06Value: 0.064717067532
|
High tech imports |
Initial Value: 1
|
59.14 |
1.69 |
Worst: Luxembourg 1.69 Best: Hong Kong SAR 59.14
5.96% |
5.11Value: 5.1141149411
|
ICT services imports |
Initial Value: 0.5
|
13.89 |
0.02 |
Worst: Paraguay 0.02 Best: Cyprus 13.89
6.66% |
0.94Value: 0.94323464117
|
Foreign direct investment net inflows |
Initial Value: 0.5
|
60.98 |
-13.20 |
Worst: Netherlands -13.20 Best: Hungary 60.98
22.9% |
3.79Value: 3.7899487601
|
Research talent in business enterprise |
Initial Value: 1
|
82.94 |
0.30 |
Worst: Mozambique 0.30 Best: Korea, Rep. 82.94
|
n/aValue: n/a
|
knowledge creation
Rank 33 / Score 29.48 |
Patent applications by origin |
Initial Value: 1
|
73.99 |
0.00 |
Worst: Honduras 0.00 Best: Korea, Rep. 73.99
1.51% |
1.12Value: 1.1177385102
|
PCT applications by origin |
Initial Value: 0.5
|
8.24 |
0.00 |
Worst: Angola 0.00 Best: Japan 8.24
0% |
n/aValue: n/a
|
Utility models by origin |
Initial Value: 1
|
104.56 |
0.00 |
Worst: Benin 0.00 Best: China 104.56
0% |
n/aValue: n/a
|
Scientific and technical publications |
Initial Value: 1
|
50.79 |
0.58 |
Worst: Angola 0.58 Best: Iceland 50.79
57.43% |
29.41Value: 29.413658549
|
Citable documents H index |
Initial Value: 1
|
2898.00 |
43.00 |
Worst: Cape Verde 43.00 Best: United States 2898.00
8.65% |
290Value: 290
|
Knowledge Impact
Rank 132 / Score 0.82 |
Labor productivity growth |
Initial Value: 1
|
6.02 |
-4.86 |
Worst: Lebanon -4.86 Best: China 6.02
0% |
-4.86Value: -4.8602774579
|
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
2.08% |
0.03Value: 0.031638514029
|
High-tech manufacturing |
Initial Value: 1
|
78.53 |
1.85 |
Worst: Kyrgyz Republic 1.85 Best: Singapore 78.53
|
n/aValue: n/a
|
Knowledge diffusion
Rank 68 / Score 21.64 |
IP receipts |
Initial Value: 0.5
|
6.48 |
0.00 |
Worst: Armenia 0.00 Best: Netherlands 6.48
1.7% |
0.11Value: 0.11041371877
|
High Tech exports |
Initial Value: 1
|
44.66 |
0.01 |
Worst: Cape Verde 0.01 Best: Malaysia 44.66
0.89% |
0.41Value: 0.40800147606
|
ICT services export |
Initial Value: 1
|
35.21 |
0.01 |
Worst: Benin 0.01 Best: Ireland 35.21
5.71% |
2.02Value: 2.0183128964
|
ISO 9001 quality/bn PPP$ GDP |
Initial Value: 1
|
37.40 |
0.10 |
Worst: Tajikistan 0.10 Best: Bulgaria 37.40
|
N/AValue: N/A
|
Production and export complexity |
Initial Value: 0.5
|
2.27 |
-2.51 |
Worst: Angola -2.51 Best: Japan 2.27
59.39% |
0.33Value: 0.328701
|
Intangible Assets
Rank 122 / Score 3.82 |
Intangible asset intensity, top 15, % |
Initial Value: 1
|
93.40 |
-181.36 |
Worst: Montenegro -181.36 Best: United States 93.40
66.01% |
n/aValue: n/a
|
Trademark application class count by origin |
Initial Value: 1
|
445.16 |
1.43 |
Worst: Niger 1.43 Best: Mongolia 445.16
2.55% |
12.73Value: 12.732057757
|
Industrial design by origin |
Initial Value: 0.5
|
32.41 |
0.00 |
Worst: Brunei Darussalam 0.00 Best: Mongolia 32.41
0% |
n/aValue: n/a
|
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 43 / Score 24.41 |
Cultural and creative services exports |
Initial Value: 0.5
|
14.25 |
0.00 |
Worst: Benin 0.00 Best: Malta 14.25
18.83% |
2.68Value: 2.683903607
|
National feature films produced |
Initial Value: 0.5
|
37.91 |
0.05 |
Worst: Pakistan 0.05 Best: Iceland 37.91
11.3% |
4.33Value: 4.3263857887
|
Entertainment and media market |
Initial Value: 0.5
|
3.50 |
0.02 |
Worst: Pakistan 0.02 Best: United States 3.50
0.46% |
0.04Value: 0.035964774698
|
Creative goods exports |
Initial Value: 1
|
12.71 |
0.00 |
Worst: Mauritania 0.00 Best: Hong Kong SAR 12.71
10.04% |
1.28Value: 1.276224929
|
Online creativity
Rank 57 / Score 23.04 |
Generic TLD |
Initial Value: 1
|
423.69 |
0.05 |
Worst: Uzbekistan 0.05 Best: United States 423.69
5.41% |
22.97Value: 22.971322244
|
Country code TLD |
Initial Value: 1
|
2701.89 |
0.03 |
Worst: Ethiopia 0.03 Best: Montenegro 2701.89
0.04% |
1.09Value: 1.0870969708
|
GitHub commits/mn pop. 15–69 |
Initial Value: 1
|
18874723.79 |
2364.30 |
Worst: Niger 2364.30 Best: Hong Kong SAR 18874723.79
2.55% |
483302.67Value: 483302.67215
|
Mobile apps creation |
Initial Value: 1
|
77113978.63 |
0.04 |
Worst: Madagascar 0.04 Best: Cyprus 77113978.63
1.02% |
789604.54Value: 789604.54014
|