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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