Key Indicators
Income Group Low-income
Regional Group Africa
Population (Total) 20,250,834
GDP (current US$, millions) 47,613
GDP per capita, PPP (current international $) 2,421

Performance Overview

ISO3

MLI

Country

Mali

Score

30.40

Rank

118

Technology

25.00

People

22.36

Governance

35.97

Impact

38.28

Strength / Weakness

Pillar: Technology 25.00
SCORERANK

Access

40.47 108

1. Mobile tariffs

28.49116

2. Handset prices

29.04112

3. Households with internet access

21.46107

4. SMS sent by population 15-69

75.6874

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

87.95115

6. International internet bandwidth

0.2177

7. Internet access in schools

n/an/a

Content

17.35 114

1. GitHub commits

0.08122

2. Wikipedia edits

22.35112

3. Internet domain registrations

2.7472

4. Mobile apps development

58.30102

5. AI scientific publications

3.29122

Future technologies

17.19 119

1. Adoption of emerging technologies

16.80118

2. Investment in emerging technologies

33.1789

3. Robot density

n/an/a

4. Computer software spending

1.59111
Pillar: People 22.36
SCORERANK

Individuals

26.01 127

1. Active mobile broadband subscriptions

76.1157

2. ICT skills

n/an/a

3. Use of virtual social networks

7.69118

4. Tertiary enrollment

3.29118

5. Adult literacy rate

16.95103

Business

25.00 111

1. Firms with website

37.8480

2. GERD financed by business enterprise

0.9795

3. Professionals

3.99122

4. Technicians and associate professionals

8.35114

5. Annual investment in telecommunication services

73.8384

6. GERD performed by business enterprise

n/an/a

Governments

16.08 127

1. Government online services

32.73120

2. Publication and use of open data

2.19102

3. Government promotion of investment in emerging tech

16.57111

4. R&D expenditure by governments and higher education

12.8285
Pillar: Governance 35.97
SCORERANK

Trust

13.71 125

1. Secure internet servers

18.71123

2. Cybersecurity

8.56125

3. Online access to financial account

24.2369

4. Internet shopping

3.32106

Regulation

49.79 105

1. Regulatory quality

25.51105

2. ICT regulatory environment

75.2982

3. Legal framework's adaptability to emerging technologies

7.40121

4. E-commerce legislation

75.0076

5. Privacy protection by law content

65.7466

Inclusion

44.41 103

1. E-Participation

29.63121

2. Socioeconomic gap in use of digital payments

73.5946

3. Availability of local online content

29.58112

4. Gender gap in Internet use

n/an/a

5. Rural gap in uses of digital payments

44.85104
Pillar: Impact 38.28
SCORERANK

Economy

29.81 91

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

n/an/a

2. High-tech exports

1.88120

3. PCT patent applications

n/an/a

4. Growth rate of GDP per person engaged

63.4347

5. Prevalence of gig economy

32.5988

6. ICT services exports

51.1517

Quality of life

41.19 119

1. Happiness

38.6595

2. Freedom to make life choices

50.14115

3. Income inequality

n/an/a

4. Healthy life expectancy at birth

34.79118

SDG Contribution

43.84 109

1. SDG 3: Good Health and Well-Being

16.39126

2. SDG 4: Quality Eduucation

n/an/a

3. Females employed with advanced degrees

1.11119

4. SDG 7: Affordable and Clean Energy

90.8910

4. SDDG 11: Sustainable Cities and Communities

66.9799

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