Digital Ranking 2022

FACTORS BREAKDOWN - STRENGTHS AND WEAKNESSES COLOMBIA

u Overall top strengths v r ll T Strengths

w Overall top weaknesses w Overall Top Weaknesses

KNOWLEDGE

2018 2019 2020 2021 2022 57 56 54 57 58 45 49 48 50 46 57 58 57 58 56

Sub-Factors

Talent

Training & education

Scientific concentration

Training & education

Scientific concentration

Talent

Rank

Rank

Rank

41 40 50 31 30 46

52 51 48 45 53 49

Employee training

Total expenditure on R&D (%)

56 46 29 14 48 60 48

Educational assessment PISA - Math

Total public expenditure on education

Total R&D personnel per capita

International experience

Higher education achievement

Female researchers

Foreign highly-skilled personnel

Pupil-teacher ratio (tertiary education)

R&D productivity by publication

u

u

Management of cities

Graduates in Sciences

Scientific and technical employment

Digital/Technological skills

Women with degrees

High-tech patent grants Robots in Education and R&D

w

Net flow of international students

TECHNOLOGY

2018 2019 2020 2021 2022 62 61 60 61 59 57 55 56 49 56 55 52 61 59 61

Sub-Factors

Regulatory framework Capital

Technological framework

Capital

Technological framework

Regulatory framework

Rank

Rank

Rank

57 49 59 52 54 03

39 63 48 47 50 51

IT & media stock market capitalization

Communications technology

57 60 62 56 55 44

Starting a business

Funding for technological development

Mobile Broadband subscribers

w

w Enforcing contracts

Banking and financial services

Wireless broadband

w

Immigration laws

Country credit rating

Internet users

Development & application of tech.

Venture capital

Internet bandwidth speed

Scientific research legislation

Investment in Telecommunications

High-tech exports (%)

u

Intellectual property rights

FUTURE READINESS

2018 2019 2020 2021 2022 57 56 60 58 48 54 55 38 47 54 48 45 49 46 58

Sub-Factors Adaptive attitudes Business agility

IT integration

Business agility

IT integration

Adaptive attitudes

Rank

Rank

Rank

59 49 41 36 43 37

26 54 52 31 41

Opportunities and threats

E-Government

52 37 57 40 63 52

u E-Participation

World robots distribution

Public-private partnerships

Internet retailing

Agility of companies

Cyber security

Tablet possession

Use of big data and analytics

Software piracy

u Smartphone possession

Knowledge transfer

Government cyber security capacity

w

Attitudes toward globalization

Entrepreneurial fear of failure

Privacy protection by law content

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