Digital Ranking 2022
FACTORS BREAKDOWN - STRENGTHS AND WEAKNESSES INDONESIA
u Overall top strengths v r ll T Strengths
w Overall top weaknesses w Overall Top Weaknesses
KNOWLEDGE
2018 2019 2020 2021 2022 51 42 43 48 45 61 61 63 64 62 58 52 51 44 54
Sub-Factors
Talent
Training & education
Scientific concentration
Training & education
Scientific concentration
Talent
Rank
Rank
Rank
18 56 59 57 49 55
55 29 19 40 41 41
Employee training
Total expenditure on R&D (%)
57 53 14 04 60 61 42
Educational assessment PISA - Math
Total public expenditure on education
Total R&D personnel per capita
International experience
Higher education achievement
Female researchers
u
Foreign highly-skilled personnel
Pupil-teacher ratio (tertiary education)
R&D productivity by publication
u
Management of cities
Graduates in Sciences
Scientific and technical employment
w
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 57 51 51 50 49 34 26 41 25 18 60 56 55 55 56
Sub-Factors
Regulatory framework Capital
Technological framework
Capital
Technological framework
Regulatory framework
Rank
Rank
Rank
15 35 17 45 26 08
59 57 18 33 48 54
IT & media stock market capitalization
Communications technology
45 43 47 59 61 48
u
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
w
Development & application of tech.
Venture capital
Internet bandwidth speed
w
Scientific research legislation
Investment in Telecommunications
High-tech exports (%)
u
Intellectual property rights
FUTURE READINESS
2018 2019 2020 2021 2022 61 60 58 57 55 46 21 24 26 22 60 60 60 60 60
Sub-Factors Adaptive attitudes Business agility
IT integration
Business agility
IT integration
Adaptive attitudes
Rank
Rank
Rank
29 27 33 26 39 03
44 51 58 46 18
Opportunities and threats
E-Government
56 22 46 61 58 57
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
w
Smartphone possession
Knowledge transfer
Government cyber security capacity
Attitudes toward globalization
Entrepreneurial fear of failure
Privacy protection by law content
u
95
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