Portulans Institute

Mali

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Key Indicators
Income Group Low income
Regional Group Africa
Population (Total) 22,593,591
GDP per capita, PPP (current international $) 2,609

Performance Overview

ISO3

MLI

Country

Mali

Score

28.27

Rank

123

Technology

19.83

People

17.93

Governance

36.15

Impact

39.19

Pillar: Technology Score: 19.83 Rank: 125
SCORERANK

Access

40.72 118

1. Mobile tariffs

14.96 123

2. Handset prices

18.29 123

3. FTTH/building Internet subscriptions

20.26 88

4. Population covered by at least a 3G mobile network

87.04 125

5. International Internet bandwidth

63.04 107

6. Internet access in schools

n/a

Content

1.55 124

1. GitHub commits

0.13 130

2. Internet domain registrations

3.49 70

3. Mobile apps development

n/a

4. AI scientific publications

1.04 102

Future technologies

17.20 123

1. Adoption of emerging technologies

16.80 120

2. Investment in emerging technologies

33.25 90

3. Robot density

n/a

4. Computer software spending

1.55 118
Pillar: People Score: 17.93 Rank: 126
SCORERANK

Individuals

12.21 131

1. Active Mobile Broadband Subscriptions Count

0.28 119

2. ICT skills in the education system

49.24 65

3. Use of virtual social networks

4.59 126

4. Tertiary enrollment

1.47 127

5. Adult literacy rate

5.46 105

6. AI talent concentration

n/a

Businesses

28.88 112

1. Firms with website

37.78 79

2. GERD financed by business enterprise

1.02 93

3. Knowledge intensive employment

1.32 125

4. Annual investment in telecommunication services

75.39 84

5. GERD performed by business enterprise

n/a

Governments

12.70 125

1. Government online services

29.84 119

2. Publication and use of open data

1.47 103

3. Government promotion of investment in emerging tech

16.50 113

4. R&D expenditure by governments and higher education

2.98 92
Pillar: Governance Score: 36.15 Rank: 118
SCORERANK

Trust

13.58 130

1. Secure internet servers

18.34 127

2. Cybersecurity

8.56 128

3. Online access to financial account

24.23 71

4. Internet shopping

3.21 118

Regulation

53.71 105

1. Regulatory quality

35.56 106

2. ICT regulatory environment

76.47 79

3. Regulation of emerging technologies

25.45 95

4. E-commerce legislation

66.67 87

5. Privacy protection by law content

64.39 66

Inclusion

41.15 113

1. E-Participation

25.58 111

2. Socioeconomic gap in use of digital payments

63.47 84

3. Availability of local online content

29.57 113

4. Gender gap in Internet use

n/a

5. Rural gap in uses of digital payments

45.97 95
Pillar: Impact Score: 39.19 Rank: 112
SCORERANK

Economy

20.86 94

1. High-tech and medium-high-tech manufacturing

n/a

2. High-tech exports

9.69 73

3. PCT patent applications

0.00 99

4. Domestic market size

38.36 104

5. Prevalence of gig economy

31.10 90

6. ICT services exports

25.13 42

Quality of life

52.67 103

1. Happiness

34.56 112

2. Freedom to make life choices

73.74 67

3. Income inequality

67.59 58

4. Healthy life expectancy at birth

34.79 122

SDG Contribution

44.05 123

1. SDG 3: Good Health and Well-Being

21.85 125

2. SDG 4: Quality Education

n/a

3. SDG 5: Women's economic opportunity

48.67 119

4. SDG 7: Affordable and Clean Energy

65.61 91

4. SDDG 11: Sustainable Cities and Communities

40.08 112

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