Digital Ranking 2022

FACTORS BREAKDOWN - STRENGTHS AND WEAKNESSES BRAZIL

u Overall top strengths v r ll T Strengths

w Overall top weaknesses w Overall Top Weaknesses

KNOWLEDGE

2018 2019 2020 2021 2022 61 61 62 63 62 57 59 61 58 51 54 44 27 21 25

Sub-Factors

Talent

Training & education

Scientific concentration

Training & education

Scientific concentration

Talent

Rank

Rank

Rank

45 07 56 44 54 49

53 62 60 60 60 43

Employee training

Total expenditure on R&D (%)

37

Educational assessment PISA - Math

Total public expenditure on education

Total R&D personnel per capita

-

u

w International experience

Higher education achievement

Female researchers

16 08 35 44 16

u

w Foreign highly-skilled personnel

Pupil-teacher ratio (tertiary education)

R&D productivity by publication

u

w 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

Net flow of international students

u

TECHNOLOGY

2018 2019 2020 2021 2022 59 57 52 51 55 56 61 58 59 57 47 47 50 51 51

Sub-Factors

Regulatory framework Capital

Technological framework

Capital

Technological framework

Regulatory framework

Rank

Rank

Rank

45 59 56 56 52 12

57 41 26 57 59 60

IT & media stock market capitalization

Communications technology

58 36 48 49 44 38

Starting a business

Funding for technological development

Mobile Broadband subscribers

Enforcing contracts

Banking and financial services

Wireless broadband

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

w Intellectual property rights

FUTURE READINESS

2018 2019 2020 2021 2022 38 33 39 40 43 52 58 41 42 52 51 49 48 49 43

Sub-Factors Adaptive attitudes Business agility

IT integration

Business agility

IT integration

Adaptive attitudes

Rank

Rank

Rank

42 19 50 60 61 27

18 43 47 33 53

Opportunities and threats

E-Government

47 55 59 36 25 29

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

Smartphone possession

Knowledge transfer

Government cyber security capacity

w

Attitudes toward globalization

Entrepreneurial fear of failure

Privacy protection by law content

57

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