Digital Ranking 2022

FACTORS BREAKDOWN - STRENGTHS AND WEAKNESSES SINGAPORE

u Overall top strengths v r ll T Strengths

w Overall top weaknesses w Overall Top Weaknesses

KNOWLEDGE

2018 2019 2020 2021 2022 01 01 01 02 03 01 04 07 13 09 19 22 10 11 11

Sub-Factors

Talent

Training & education

Scientific concentration

Training & education

Scientific concentration

Talent

Rank

Rank

Rank

24 62 02 25 04

02 05 05 04 09 07

Employee training

Total expenditure on R&D (%)

20 14 42 39 27 01 29

Educational assessment PISA - Math

Total public expenditure on education

Total R&D personnel per capita

w

International experience

Higher education achievement

Female researchers

u

w

Foreign highly-skilled personnel

Pupil-teacher ratio (tertiary education)

R&D productivity by publication

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

u

Net flow of international students

TECHNOLOGY

2018 2019 2020 2021 2022 02 02 01 05 01 08 08 11 14 11 01 01 01 02 02

Sub-Factors

Regulatory framework Capital

Technological framework

Capital

Technological framework

Regulatory framework

Rank

Rank

Rank

31 02 05 01 06 55

03 01 43 08 04 07

IT & media stock market capitalization

Communications technology

09 19 12 24 01 04

Starting a business

Funding for technological development

Mobile Broadband subscribers

u Enforcing contracts w Immigration laws

Banking and financial services

Wireless broadband

Country credit rating

Internet users

u

Development & application of tech.

Venture capital

Internet bandwidth speed

u

Scientific research legislation

Investment in Telecommunications

High-tech exports (%)

w

Intellectual property rights

FUTURE READINESS

2018 2019 2020 2021 2022 20 19 20 11 17 18 06 11 12 09 03 04 03 07 08

Sub-Factors Adaptive attitudes Business agility

IT integration

Business agility

IT integration

Adaptive attitudes

Rank

Rank

Rank

15 14 10 11 06

06 26 20 26 07

Opportunities and threats

E-Government

11 02 06 17 10 50

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

Attitudes toward globalization

-

Entrepreneurial fear of failure

Privacy protection by law content

w

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