Digital Ranking 2022

FACTORS BREAKDOWN - STRENGTHS AND WEAKNESSES SWITZERLAND

u Overall top strengths v r ll T Strengths

w Overall top weaknesses w Overall Top Weaknesses

KNOWLEDGE

2018 2019 2020 2021 2022 02 02 02 03 02 15 15 14 07 08 06 07 09 08 08

Sub-Factors

Talent

Training & education

Scientific concentration

Training & education

Scientific concentration

Talent

Rank

Rank

Rank

02 19 17 06 26 30

10 01 01 05 18 09

Employee training

Total expenditure on R&D (%)

09 04 31 35 05 27 13

Educational assessment PISA - Math

Total public expenditure on education

Total R&D personnel per capita

u International experience

Higher education achievement

Female researchers

u Foreign highly-skilled personnel

Pupil-teacher ratio (tertiary education)

R&D productivity by publication

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

TECHNOLOGY

2018 2019 2020 2021 2022 15 14 10 09 08 15 16 14 12 12 08 09 14 11 11

Sub-Factors

Regulatory framework Capital

Technological framework

Capital

Technological framework

Regulatory framework

Rank

Rank

Rank

49 09 06 01 11 23

36 40 21 04 01 02

IT & media stock market capitalization

Communications technology

07 11 42 11 02 33

w

Starting a business

Funding for technological development

Mobile Broadband subscribers

w Enforcing contracts

Banking and financial services

Wireless broadband

w

Immigration laws

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 12 11 09 10 12 07 14 06 04 07 16 07 07 04 06

Sub-Factors Adaptive attitudes Business agility

IT integration

Business agility

IT integration

Adaptive attitudes

Rank

Rank

Rank

08 24 09 25 01 05

18 10 09 26 23

Opportunities and threats

E-Government

16 07 15 10 27 03

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

u

Attitudes toward globalization

Entrepreneurial fear of failure

Privacy protection by law content

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