Digital_Ranking_Report_2021
FACTORS BREAKDOWN - STRENGTHS AND WEAKNESSES BRAZIL
u Overall top strengths w Overall top weaknesses
KNOWLEDGE
Subfactors
2017 2018 2019 2020 2021 60 61 61 62 63 48 57 59 61 58 44 54 44 27 21
Talent
Scientific concentration Training & education
Talent
Training & education
Scientific concentration Total expenditure on R&D (%) Total R&D personnel per capita
Rank
Rank
Rank
Employee training
Educational assessment PISA - Math 55
43 12
35
58 u
Total public expenditure on education
International experience
-
w Foreign highly-skilled personnel
56 u 47 u
Higher education achievement
Female researchers
59 57 60 42
8 8
Management of cities
Pupil-teacher ratio (tertiary education)
R&D productivity by publication Scientific and technical employment
w Digital/Technological skills
Graduates in Sciences Women with degrees
54 49
39 46 15
High-tech patent grants
Net flow of international students
u
Robots in Education and R&D
TECHNOLOGY
Subfactors
2017 2018 2019 2020 2021 60 59 57 52 51 56 56 61 58 59 48 47 47 50 51
Technological framework Regulatory framework Capital
Regulatory framework
Capital
Technological framework Communications technology Mobile Broadband subscribers
Rank
Rank
Rank
49 w
Starting a business Enforcing contracts Immigration laws
58
IT & media stock market capitalization Funding for technological development
58 30 48 53 45 29
42 w
59 51 58 45 21
Banking and financial services
Wireless broadband
36
54 w
Country credit rating
Internet users
Development & application of tech.
Scientific research legislation Intellectual property rights
57 51
Venture capital
Internet bandwidth speed High-tech exports (%)
Investment in Telecommunications
FUTURE READINESS
Subfactors
2017 2018 2019 2020 2021 45 38 33 39 40 46 52 58 41 42 49 51 49 48 49
Adaptive attitudes Business agility
IT integration
Adaptive attitudes
Business agility
IT integration E-Government
Rank
Rank
Rank
u E-Participation
18 45 47 35 42
Opportunities and threats World robots distribution
41 18 44 56 58 19
47 56 58 36
Internet retailing Tablet possession
Public-private partnerships
Agility of companies
Cyber security Software piracy
Smartphone possession
Use of big data and analytics Knowledge transfer Entrepreneurial fear of failure
Attitudes toward globalization
59
IMD WORLD DI G I TAL COMPET I T I VENESS RANK ING 2021
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