KPI |
2023 - Colombia |
Weight |
Best |
Worst |
Aspirational value |
Current Value |
Institutional environment
Rank 81 / Score 39 |
Operational stability for businesses |
Initial Value: 0.5
|
4.00 |
0.40 |
Worst: Lebanon 4.00 Best: Singapore 0.40
41.67% |
2.5Value: 2.5
|
Government effectiveness |
Initial Value: 1
|
2.29 |
-1.33 |
Worst: Burundi -1.33 Best: Singapore 2.29
36.34% |
-0.01Value: -0.014559229
|
Regulatory environment
Rank 72 / Score 59.99 |
Regulatory quality |
Initial Value: 0.5
|
2.23 |
-1.62 |
Worst: Iran, Islamic Rep. -1.62 Best: Singapore 2.23
47.79% |
0.22Value: 0.22007561
|
Rule of law |
Initial Value: 0.5
|
2.06 |
-1.36 |
Worst: Nicaragua -1.36 Best: Finland 2.06
26.55% |
-0.45Value: -0.45208734
|
Cost of redundancy dismissal |
Initial Value: 1
|
58.50 |
8.00 |
Worst: Sri Lanka 58.50 Best: Austria 8.00
82.84% |
16.67Value: 16.66667
|
Business Environment
Rank 83 / Score 41.01 |
Policies for doing business |
Initial Value: 1
|
6.42 |
1.67 |
Worst: Argentina 1.67 Best: Switzerland 6.42
40.11% |
3.58Value: 3.5750586965
|
Entrepreneurship policies and culture |
Initial Value: 1
|
6.72 |
3.22 |
Worst: Mozambique 3.22 Best: United Arab Emirates 6.72
41.83% |
4.68Value: 4.6840022046
|
Education
Rank 83 / Score 43.82 |
Expenditure on education |
Initial Value: 1
|
9.52 |
1.67 |
Worst: Cambodia 1.67 Best: Namibia 9.52
45.53% |
5.24Value: 5.2443199158
|
Government funding per secondary student |
Initial Value: 1
|
51.06 |
5.41 |
Worst: Guatemala 5.41 Best: Tunisia 51.06
38.68% |
23.07Value: 23.065509796
|
School life expectancy |
Initial Value: 1
|
21.05 |
6.41 |
Worst: Niger 6.41 Best: Australia 21.05
57.19% |
14.78Value: 14.782589912
|
PISA scales in reading, math and science |
Initial Value: 0.5
|
579.03 |
334.12 |
Worst: Dominican Republic 334.12 Best: China 579.03
29.15% |
405.52Value: 405.51678413
|
Pupil-teacher ratio, secondary |
Initial Value: 0.5
|
45.18 |
6.11 |
Worst: Mozambique 45.18 Best: Croatia 6.11
48.57% |
26.2Value: 26.202790099
|
Tertiary Education
Rank 76 / Score 26.53 |
Tertiary enrolment |
Initial Value: 1
|
150.88 |
4.37 |
Worst: Niger 4.37 Best: Greece 150.88
36% |
57.11Value: 57.112030029
|
Graduates in Science and engineering |
Initial Value: 1
|
43.53 |
8.92 |
Worst: Namibia 8.92 Best: Malaysia 43.53
43.31% |
23.91Value: 23.911249161
|
Tertiary inbound mobility |
Initial Value: 0.5
|
70.27 |
0.10 |
Worst: Indonesia 0.10 Best: United Arab Emirates 70.27
0.15% |
0.2Value: 0.20280000567
|
Research and Development
Rank 58 / Score 10.74 |
Researchers FTE |
Initial Value: 1
|
9640.25 |
13.92 |
Worst: Guatemala 13.92 Best: Sweden 9640.25
0.77% |
88.02Value: 88.0191
|
Gross expenditure on R&D (GERD) |
Initial Value: 1
|
5.56 |
0.01 |
Worst: Mauritania 0.01 Best: Israel 5.56
5.03% |
0.29Value: 0.2893307405
|
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
37.15% |
36.67Value: 36.666666667
|
ICTs
Rank 62 / Score 71.53 |
ICT access |
Initial Value: 1
|
9.98 |
3.39 |
Worst: Niger 3.39 Best: Singapore 9.98
79.93% |
8.66Value: 8.6575831159
|
ICT use |
Initial Value: 1
|
8.89 |
0.48 |
Worst: Burundi 0.48 Best: Switzerland 8.89
63.8% |
5.85Value: 5.8455566335
|
Government online service |
Initial Value: 1
|
1.00 |
0.10 |
Worst: Mauritania 0.10 Best: Estonia 1.00
71.31% |
0.74Value: 0.7418
|
online e-participation |
Initial Value: 1
|
1.00 |
0.02 |
Worst: Mauritania 0.02 Best: Japan 1.00
71.01% |
0.72Value: 0.7159
|
General Infrastructure
Rank 92 / Score 19.33 |
Electricity output |
Initial Value: 0.5
|
52600.54 |
26.44 |
Worst: Niger 26.44 Best: Iceland 52600.54
3.07% |
1642.14Value: 1642.1377225
|
Logistics performance |
Initial Value: 0.5
|
4.30 |
2.10 |
Worst: Angola 2.10 Best: Singapore 4.30
36.36% |
2.9Value: 2.9
|
Gross capital formation |
Initial Value: 1
|
73.06 |
11.85 |
Worst: Egypt 11.85 Best: Mozambique 73.06
13.38% |
20.04Value: 20.038
|
Ecological sustainability
Rank 36 / Score 38.5 |
GDP per unit of energy use |
Initial Value: 1
|
36.34 |
2.16 |
Worst: Trinidad and Tobago 2.16 Best: Ireland 36.34
45.98% |
17.88Value: 17.875
|
Environmental performance |
Initial Value: 1
|
77.90 |
18.90 |
Worst: India 18.90 Best: Denmark 77.90
39.83% |
42.4Value: 42.4
|
ISO 14001 environmental certificates |
Initial Value: 1
|
12.73 |
0.06 |
Worst: Ethiopia 0.06 Best: Bulgaria 12.73
29.73% |
3.83Value: 3.8273683708
|
Credit
Rank 81 / Score 23.79 |
Finance for startups and scaleups |
Initial Value: 1
|
6.90 |
2.23 |
Worst: Mozambique 2.23 Best: Finland 6.90
28.33% |
3.55Value: 3.5530277778
|
Domestic credit to private sector |
Initial Value: 1
|
258.91 |
5.42 |
Worst: Zimbabwe 5.42 Best: Hong Kong SAR 258.91
19.28% |
54.29Value: 54.294162798
|
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 49 / Score 12.76 |
Venture capital received, value, % GDP |
Initial Value: 1
|
0.02 |
0.00 |
Worst: Burkina Faso 0.00 Best: Estonia 0.02
12.42% |
0Value: 0.0024844348374
|
Market capitalization |
Initial Value: 1
|
1394.19 |
0.23 |
Worst: Algeria 0.23 Best: Hong Kong SAR 1394.19
2.64% |
37.09Value: 37.090557475
|
Venture capital investors, deals |
Initial Value: 1
|
2.20 |
0.00 |
Worst: Kazakhstan 0.00 Best: Mauritius 2.20
0.83% |
0.02Value: 0.018301740821
|
Venture capital recipients, deals |
Initial Value: 1
|
0.90 |
0.00 |
Worst: Algeria 0.00 Best: Singapore 0.90
3.57% |
0.03Value: 0.032156071455
|
Trade, competition, and market scale
Rank 39 / Score 63.54 |
Applied tariff rate, weighted average |
Initial Value: 0.5
|
15.46 |
0.00 |
Worst: Cameroon 15.46 Best: Hong Kong SAR 0.00
84.48% |
2.4Value: 2.4
|
Domestic industry diversification |
Initial Value: 1
|
0.80 |
0.08 |
Worst: Burundi 0.80 Best: Portugal 0.08
85.52% |
0.18Value: 0.184277375
|
Domestic market scale |
Initial Value: 1
|
30074.38 |
4.82 |
Worst: Cape Verde 4.82 Best: China 30074.38
3.19% |
964.74Value: 964.743
|
Knowledge workers
Rank 34 / Score 48.05 |
Knowledge-intensive employment |
Initial Value: 1
|
64.13 |
2.75 |
Worst: Burundi 2.75 Best: Luxembourg 64.13
34.92% |
24.18Value: 24.181969283
|
Firms offering formal training |
Initial Value: 1
|
73.70 |
7.70 |
Worst: Indonesia 7.70 Best: Ecuador 73.70
83.79% |
63Value: 63
|
GERD performed by business enterprise |
Initial Value: 1
|
5.06 |
0.00 |
Worst: Panama 0.00 Best: Israel 5.06
2.95% |
0.15Value: 0.14941067458
|
GERD financed by business enterprise |
Initial Value: 1
|
80.84 |
0.00 |
Worst: Brunei Darussalam 0.00 Best: Thailand 80.84
66.08% |
53.42Value: 53.419414361
|
Females employed with advanced degrees |
Initial Value: 0.5
|
30.79 |
0.15 |
Worst: Tanzania 0.15 Best: Lithuania 30.79
52.55% |
16.25Value: 16.252031595
|
Innovation linkage
Rank 72 / Score 19.95 |
University/industry research collaboration |
Initial Value: 0.5
|
5.63 |
2.25 |
Worst: Angola 2.25 Best: Israel 5.63
47.64% |
3.86Value: 3.8602796816
|
State of cluster development |
Initial Value: 1
|
5.56 |
2.72 |
Worst: Burkina Faso 2.72 Best: United States 5.56
44.19% |
3.98Value: 3.9751345224
|
GERD financed by abroad |
Initial Value: 1
|
2.86 |
0.00 |
Worst: Azerbaijan 0.00 Best: Israel 2.86
0.53% |
0.02Value: 0.015112424102
|
Joint venture/strategic alliance deals |
Initial Value: 1
|
0.34 |
0.00 |
Worst: Iran, Islamic Rep. 0.00 Best: Malta 0.34
3.21% |
0.01Value: 0.010914539716
|
Patent families filed in two offices |
Initial Value: 1
|
12.97 |
0.00 |
Worst: Angola 0.00 Best: Japan 12.97
0.66% |
0.09Value: 0.085470196154
|
Knowledge absorption
Rank 33 / Score 43.89 |
Intellectual property payments |
Initial Value: 1
|
20.42 |
0.00 |
Worst: Armenia 0.00 Best: Ireland 20.42
11.66% |
2.38Value: 2.3805721006
|
High tech imports |
Initial Value: 1
|
59.14 |
1.69 |
Worst: Luxembourg 1.69 Best: Hong Kong SAR 59.14
27.55% |
17.51Value: 17.514966325
|
ICT services imports |
Initial Value: 0.5
|
13.89 |
0.02 |
Worst: Paraguay 0.02 Best: Cyprus 13.89
13.77% |
1.93Value: 1.9305893976
|
Foreign direct investment net inflows |
Initial Value: 0.5
|
60.98 |
-13.20 |
Worst: Netherlands -13.20 Best: Hungary 60.98
22.32% |
3.36Value: 3.3573966914
|
Research talent in business enterprise |
Initial Value: 1
|
82.94 |
0.30 |
Worst: Mozambique 0.30 Best: Korea, Rep. 82.94
2.71% |
2.54Value: 2.54
|
knowledge creation
Rank 81 / Score 9.69 |
Patent applications by origin |
Initial Value: 1
|
73.99 |
0.00 |
Worst: Honduras 0.00 Best: Korea, Rep. 73.99
0.7% |
0.52Value: 0.51588865403
|
PCT applications by origin |
Initial Value: 0.5
|
8.24 |
0.00 |
Worst: Angola 0.00 Best: Japan 8.24
1.52% |
0.13Value: 0.12542200358
|
Utility models by origin |
Initial Value: 1
|
104.56 |
0.00 |
Worst: Benin 0.00 Best: China 104.56
0.15% |
0.16Value: 0.15643845759
|
Scientific and technical publications |
Initial Value: 1
|
50.79 |
0.58 |
Worst: Angola 0.58 Best: Iceland 50.79
12.54% |
6.88Value: 6.8785158327
|
Citable documents H index |
Initial Value: 1
|
2898.00 |
43.00 |
Worst: Cape Verde 43.00 Best: United States 2898.00
12.12% |
389Value: 389
|
Knowledge Impact
Rank 38 / Score 37.28 |
Labor productivity growth |
Initial Value: 1
|
6.02 |
-4.86 |
Worst: Lebanon -4.86 Best: China 6.02
72.88% |
3.07Value: 3.0693964743
|
Unicorn valuation |
Initial Value: 1
|
23.84 |
0.00 |
Worst: Albania 0.00 Best: Estonia 23.84
8.58% |
2.04Value: 2.0445321199
|
Total computer software spending |
Initial Value: 1
|
1.05 |
0.01 |
Worst: Ethiopia 0.01 Best: United States 1.05
15.27% |
0.17Value: 0.1688008407
|
High-tech manufacturing |
Initial Value: 1
|
78.53 |
1.85 |
Worst: Kyrgyz Republic 1.85 Best: Singapore 78.53
24.81% |
20.88Value: 20.87657076
|
Knowledge diffusion
Rank 60 / Score 23.99 |
IP receipts |
Initial Value: 0.5
|
6.48 |
0.00 |
Worst: Armenia 0.00 Best: Netherlands 6.48
3.67% |
0.24Value: 0.23809419696
|
High Tech exports |
Initial Value: 1
|
44.66 |
0.01 |
Worst: Cape Verde 0.01 Best: Malaysia 44.66
2.84% |
1.28Value: 1.2797945543
|
ICT services export |
Initial Value: 1
|
35.21 |
0.01 |
Worst: Benin 0.01 Best: Ireland 35.21
3.03% |
1.08Value: 1.078132835
|
ISO 9001 quality/bn PPP$ GDP |
Initial Value: 1
|
37.40 |
0.10 |
Worst: Tajikistan 0.10 Best: Bulgaria 37.40
32.61% |
12.26Value: 12.263103214
|
Production and export complexity |
Initial Value: 0.5
|
2.27 |
-2.51 |
Worst: Angola -2.51 Best: Japan 2.27
51.3% |
-0.06Value: -0.057903
|
Intangible Assets
Rank 80 / Score 23.01 |
Intangible asset intensity, top 15, % |
Initial Value: 1
|
93.40 |
-181.36 |
Worst: Montenegro -181.36 Best: United States 93.40
59.08% |
-19.03Value: -19.032880472
|
Trademark application class count by origin |
Initial Value: 1
|
445.16 |
1.43 |
Worst: Niger 1.43 Best: Mongolia 445.16
8.72% |
40.14Value: 40.143780079
|
Industrial design by origin |
Initial Value: 0.5
|
32.41 |
0.00 |
Worst: Brunei Darussalam 0.00 Best: Mongolia 32.41
1.79% |
0.58Value: 0.58037473579
|
Global brand value, top 5,000 |
Initial Value: 1
|
27.56 |
0.00 |
Worst: Albania 0.00 Best: Hong Kong SAR 27.56
8.26% |
2.28Value: 2.2757355481
|
Creative Goods
Rank 83 / Score 5.82 |
Cultural and creative services exports |
Initial Value: 0.5
|
14.25 |
0.00 |
Worst: Benin 0.00 Best: Malta 14.25
3.35% |
0.48Value: 0.47724162167
|
National feature films produced |
Initial Value: 0.5
|
37.91 |
0.05 |
Worst: Pakistan 0.05 Best: Iceland 37.91
1.97% |
0.8Value: 0.79743011665
|
Entertainment and media market |
Initial Value: 0.5
|
3.50 |
0.02 |
Worst: Pakistan 0.02 Best: United States 3.50
5.75% |
0.22Value: 0.21997770028
|
Creative goods exports |
Initial Value: 1
|
12.71 |
0.00 |
Worst: Mauritania 0.00 Best: Hong Kong SAR 12.71
1.99% |
0.25Value: 0.2523048864
|
Online creativity
Rank 51 / Score 24.76 |
Generic TLD |
Initial Value: 1
|
423.69 |
0.05 |
Worst: Uzbekistan 0.05 Best: United States 423.69
1.93% |
8.24Value: 8.244025105
|
Country code TLD |
Initial Value: 1
|
2701.89 |
0.03 |
Worst: Ethiopia 0.03 Best: Montenegro 2701.89
3.17% |
85.81Value: 85.813977797
|
GitHub commits/mn pop. 15–69 |
Initial Value: 1
|
18874723.79 |
2364.30 |
Worst: Niger 2364.30 Best: Hong Kong SAR 18874723.79
2.18% |
414091.15Value: 414091.1466
|
Mobile apps creation |
Initial Value: 1
|
77113978.63 |
0.04 |
Worst: Madagascar 0.04 Best: Cyprus 77113978.63
0.13% |
100871.39Value: 100871.38816
|