Other policy relevant indicators : Outbound mobility ratio by host region

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EDUCATION
- Sustainable Development Goals
- Other policy relevant indicators
  - Other policy relevant indicators (full dataset)
  - Classroom teachers and academic staff by sex
    - Number of teachers by teaching level of education
    - Percentage of female teachers by teaching level of education
  - School life expectancy
    - School life expectancy by level of education
  - Mean years of schooling
    - Mean years of schooling
  - Number and rates of international mobile students (inbound and outbound)
    - Inbound students
    - Outbound students
      - Outbound internationally mobile students by host region
    - Mobility indicators
  - Number of students and enrolment/attendance rates by level of education
    - Enrolment by level of education
      - Enrolment by level of education
    - Enrolment ratios
      - Gross enrolment ratio by level of education
      - Total net enrolment rate by level of education
    - Attendance rates
  - Graduation ratio from tertiary education
    - Gross graduation ratio from tertiary education
  - Repetition rate by grade (primary and lower secondary education) and number of repeaters
    - Repeaters
      - Repeaters in primary education
      - Repeaters in lower secondary general education
    - Repetition rates
      - Repetition rate in primary education
      - Repetition rate in lower secondary general education
  - Out-of-school children, adolescents and youth (number)
    - Number of out-of-school children of primary school age
    - Number of out-of-school adolescents of lower secondary school age
    - Number of out-of-school youth of upper secondary school age
    - Number of out-of-school children and adolescents of primary and lower secondary school age
    - Number of out-of-school adolescents and youth of secondary school age
    - Number of out-of-school children, adolescents and youth of primary and secondary school age
  - Percentage of graduates by field of education (tertiary education)
    - Distribution of tertiary graduates by field of study
  - Educational expenditure by nature of spending in public educational institutions
    - Current expenditure as a percentage of total expenditure in public institutions
    - All staff compensation as a percentage of total expenditure in public institutions
    - Teaching staff compensation as a percentage of total expenditure in public institutions
    - Non-teaching staff compensation as a percentage of total expenditure in public institutions
    - Current expenditure other than staff compensation as a percentage of total expenditure in public institutions
    - Expenditure on school books and teaching material as % of total expenditure in public institutions
    - Capital expenditure as a percentage of total expenditure in public institutions
  - Percentage of students by programme orientation (ISCED 2, 3, 4 & 5)
    - Distribution of enrolment by programme orientation
  - Number of illiterates / Percentage of illiterates who are female
    - Illiterate population
    - Percentage of illiterates who are female
  - Percentage of enrolment in private institutions by level of education
    - Distribution of enrolment by type of institution
  - Government expenditure on education (amount)
    - Government expenditure on education in PPP$ (millions)
    - Government expenditure on education in constant PPP$
    - Government expenditure on education in US$
    - Government expenditure on education in constant US$
  - Survival rate by grade for primary education
    - Survival rate in primary education
  - Population of the official age / school age population
    - School age
      - School age population by level of education
    - Official entrance age
      - Population at official entrance age by level of education
  - Official entrance age and theoretical duration by level of education (years)
    - Official entrance age
      - Official entrance age to each ISCED level of education
    - Theoretical duration
      - Duration by level of education
  - Start and end of academic school year (month, year)
    - Academic year
      - Start and end of the academic year
  - Government expenditure on education as a percentage of GDP
    - Government expenditure on education as a percentage of GDP
SCIENCE, TECHNOLOGY AND INNOVATION
- Research and experimental development
  - Research and experimental development (full dataset)
  - Sustainable Development Goal 9.5
    - Target 9.5: Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending.
      - 9.5.1 Research and development expenditure as a proportion of GDP
      - 9.5.2 Researchers (in full-time equivalent) per million inhabitants
- Other policy relevant R&D indicators
  - Other policy relevant R&D indicators (full dataset)
  - Percentage of female researchers
    - Female researchers as a percentage of total researchers (in headcounts - HC and full-time equivalents - FTE)
CULTURE
- Sustainable Development Goal 11
  - Sustainable Development Goal 11 (full dataset)
  - Target 11.4: Strengthen efforts to protect and safeguard the world's cultural and natural heritage
    - 11.4.1 Total per capita expenditure on the preservation, protection and conservation of all cultural and natural heritage
- Cultural employment
  - Cultural employment (full dataset)
  - Cultural employment by occupation and industry (%)
    - Cultural employment by occupation and industry (%)
  - Employment in cultural occupations (%)
    - Employment in cultural occupations by socio-demographic characteristics (%)
    - Employment in cultural occupations by socio-economic characteristics (%)
    - Employment in cultural occupations by cultural domain (%)
  - Employment in cultural industries (%)
    - Employment in cultural industries by socio-demographic characteristics (%)
    - Employment in cultural industries by socio-economic characteristics (%)
  - Cultural employment by occupation and industry (number)
    - Cultural employment by occupation and industry (number)
  - Employment in cultural occupations (number)
    - Employment in cultural occupations by socio-demographic characteristics (number)
    - Employment in cultural occupations by socio-economic characteristics (number)
    - Employment in cultural occupations by cultural domain (number)
  - Employment in cultural industries (number)
    - Employment in cultural industries by socio-demographic characteristics (number)
    - Employment in cultural industries by socio-economic characteristics (number)
      - Existence of more than one job, cultural and non cultural industries (number)
      - Secondary job, cultural and non cultural industries (number)
- Feature films
  - Feature Films (full dataset)
  - Feature film production
  - Distribution of feature films
    - Distribution of feature films
    - Share of top 3 distributors
  - Cinema infrastructure
  - Exhibition of feature films
- International trade in cultural goods
  - International trade in cultural goods (full dataset)
  - International trade of all goods
    - Exports and imports of all goods
  - International trade of cultural goods
    - Exports and imports of cultural goods
    - Distribution of exports and imports of cultural goods
    - Exports and imports of cultural goods by domain
      - Exports of cultural goods by country and by domain
      - Imports of cultural goods by country and by domain
    - Exports and imports of cultural goods by income group and by domain
      - Exports of cultural goods by income group and by domain
      - Imports of cultural goods by income group and by domain
    - Exports and imports of cultural goods by SDGs region and by domain
      - Exports of cultural goods by SDGs regions and domain
      - Imports of cultural goods by SDGs regions and domain
    - Distribution of exports and imports of cultural goods by country and by domain
      - Distribution of exports of cultural goods by country and by domain (%)
      - Distribution of imports of cultural goods by country and by domain (%)
    - Distribution of exports and imports of cultural goods by domain and income group
      - Distribution of exports of cultural goods by income group and domain (%)
      - Distribution of imports of cultural goods by income group and domain (%)
    - Distribution of exports and imports of cultural goods by domain and SDGs region
      - Distribution of exports of cultural goods by SDGs regions and domain (%)
      - Distribution of imports of cultural goods by SDGs regions and domain (%)
  - International trade of goods indicators
    - Trade balance of all goods
    - Trade balance of cultural goods
COMMUNICATION AND INFORMATION
- Communication and information
  - Communication and information (full dataset)
  - Information and communication technology (ICT) in education
  - Pilot media survey 2011-2012
  - Global media survey 2005-2006
    - Broadcast
    - Newspapers
      - Newspapers
  - Library statistics 1996-2000
    - Librairies
DEMOGRAPHIC AND SOCIO-ECONOMIC
- Demographic and socio-economic
  - Demographic and socio-economic (full dataset)
  - Demographic
    - Demographic indicators
  - Socio-economic
    - Socio-economic indicators

>> Data by theme

Other policy relevant indicators : Outbound mobility ratio by host region

Indicator

Time

2016

2017

2018

2019

2020

2021

2022

Country

Afghanistan

8.25

^(‡)

7.39

Åland Islands

Albania

11.83

12.56

14.23

^(‡)

7.98

^(‡)

8.96

Algeria

1.52

1.66

1.86

^(‡)

1.98

^(‡)

2.02

American Samoa

Andorra

257.65

246.83

244.99

^(‡)

236.49

^(‡)

247.50

Angola

6.15

Anguilla

Antigua and Barbuda

Argentina

0.25

0.27

^(‡)

0.28

^(‡)

0.29

Armenia

7.23

5.62

6.38

^(‡)

7.00

^(‡)

7.43

Aruba

20.04

Australia

0.67

0.76

0.80

^(‡)

0.74

^(‡)

0.78

Austria

4.19

4.46

5.00

^(‡)

5.23

^(‡)

5.69

Azerbaijan

21.26

20.75

22.03

^(‡)

20.24

^(‡)

19.41

Bahamas

Bahrain

14.29

13.84

13.00

^(‡)

11.23

^(‡)

11.02

Bangladesh

2.30

2.10

1.59

^(‡)

1.20

^(‡)

1.40

Barbados

Belarus

5.80

5.35

5.84

^(‡)

6.18

^(‡)

6.82

Belgium

2.78

2.85

3.08

^(‡)

3.19

^(‡)

3.29

Belize

8.33

8.64

8.59

^(‡)

8.82

^(‡)

8.79

Benin

5.26

5.79

5.66

^(‡)

6.34

^(‡)

6.64

Bermuda

242.86

224.72

Bhutan

38.37

^(‡)

43.44

Bolivia (Plurinational State of)

Bosnia and Herzegovina

11.41

15.10

16.19

^(‡)

16.94

^(‡)

18.23

Botswana

5.97

5.18

^(‡)

5.12

^(‡)

4.45

Brazil

0.63

0.68

0.80

^(‡)

0.92

^(‡)

0.99

British Virgin Islands

43.03

103.37

^(‡)

64.17

Brunei Darussalam

32.01

28.59

24.66

^(‡)

17.93

^(‡)

22.05

Bulgaria

9.05

10.04

10.61

^(‡)

10.81

^(‡)

11.11

Burkina Faso

5.97

5.73

5.47

^(‡)

5.17

^(‡)

4.89

Burundi

7.51

7.72

8.56

Cambodia

2.91

3.03

^(‡)

3.15

Cameroon

9.24

9.05

7.97

Canada

⁽⁺⁾

3.17

⁽⁺⁾

3.05

2.98

^(‡)

2.85

^(‡)

2.88

Cabo Verde

27.08

27.46

31.70

Cayman Islands

Central African Republic

Chad

Channel Islands

Chile

1.11

1.27

1.33

^(‡)

1.38

^(‡)

1.51

China

1.98

2.10

2.22

2.26

2.17

China, Hong Kong Special Administrative Region

12.43

12.19

12.26

^(‡)

12.17

^(‡)

12.12

China, Macao Special Administrative Region

8.30

10.70

8.20

^(‡)

8.21

^(‡)

7.62

Colombia

1.58

1.87

2.08

^(‡)

2.23

^(‡)

2.42

Comoros

Congo

21.90

Cook Islands

Costa Rica

1.30

1.36

1.55

^(‡)

1.53

Côte d'Ivoire

6.45

6.33

^(‡)

6.52

^(‡)

6.85

Croatia

5.69

5.87

5.92

^(‡)

6.21

^(‡)

6.19

Cuba

0.94

0.91

0.85

^(‡)

0.88

^(‡)

1.00

Curaçao

Cyprus

63.04

54.03

56.18

^(‡)

52.10

^(‡)

48.84

Czechia

3.37

3.74

3.75

^(‡)

3.72

^(‡)

3.83

Democratic People's Republic of Korea

0.26

Democratic Republic of the Congo

2.15

^(‡)

2.54

Denmark

1.61

1.70

1.91

^(‡)

1.89

^(‡)

1.96

Djibouti

Dominica

Dominican Republic

0.78

0.80

Ecuador

3.09

^(‡)

3.12

^(‡)

2.85

Egypt

1.13

1.19

1.21

El Salvador

2.26

2.29

^(‡)

2.32

Equatorial Guinea

Eritrea

19.62

Estonia

7.87

8.21

8.10

^(‡)

7.95

^(‡)

7.85

Eswatini

Ethiopia

Faeroe Islands

Falkland Islands (Malvinas)

Fiji

^(‡)

3.45

Finland

3.43

3.71

3.85

^(‡)

3.84

^(‡)

3.70

France

3.66

3.74

3.80

^(‡)

3.84

^(‡)

3.95

French Guiana

French Polynesia

Gabon

Gambia

Georgia

6.61

7.85

7.04

^(‡)

6.47

^(‡)

6.18

Germany

3.88

3.98

3.92

^(‡)

3.72

^(‡)

3.77

Ghana

3.28

3.32

3.66

^(‡)

3.46

^(‡)

3.33

Gibraltar

Greece

5.03

5.17

5.10

^(‡)

4.99

^(‡)

5.03

Greenland

Grenada

5.58

5.74

5.37

Guadeloupe

Guam

Guatemala

^(‡)

0.80

Guernsey

Guinea

Guinea-Bissau

Guyana

Haiti

Holy See

Honduras

1.94

1.75

1.70

^(‡)

1.76

Hungary

3.94

4.32

4.54

^(‡)

4.61

^(‡)

4.81

Iceland

14.32

14.71

18.52

^(‡)

14.79

^(‡)

14.31

India

0.94

1.02

1.10

^(‡)

1.31

^(‡)

1.42

Indonesia

0.63

0.60

0.62

Iran (Islamic Republic of)

1.21

1.31

1.57

^(‡)

1.77

^(‡)

2.10

Iraq

Ireland

6.74

6.70

6.48

^(‡)

6.69

^(‡)

6.41

Isle of Man

Israel

3.75

3.94

4.34

^(‡)

4.34

^(‡)

4.74

Italy

3.70

4.08

4.02

^(‡)

4.14

^(‡)

4.16

Jamaica

Japan

0.82

0.83

^(‡)

0.83

Jersey

Jordan

7.79

8.75

8.28

^(‡)

8.90

^(‡)

9.10

Kazakhstan

14.47

13.54

13.94

^(‡)

13.04

^(‡)

12.21

Kenya

2.60

2.68

^(‡)

3.11

Kiribati

Kuwait

19.32

19.72

21.23

^(‡)

20.52

^(‡)

18.94

Kyrgyzstan

4.60

4.93

5.88

^(‡)

5.94

^(‡)

5.65

Lao People's Democratic Republic

5.11

4.55

6.24

^(‡)

8.14

^(‡)

9.78

Latvia

6.65

6.41

6.38

^(‡)

6.20

^(‡)

6.33

Lebanon

7.32

8.11

7.89

^(‡)

7.68

Lesotho

13.40

14.02

Liberia

Libya

Liechtenstein

132.87

129.81

127.68

^(‡)

129.42

^(‡)

127.32

Lithuania

8.00

8.29

8.80

^(‡)

9.37

^(‡)

9.65

Luxembourg

152.27

156.16

164.50

^(‡)

170.46

^(‡)

170.73

Madagascar

3.73

3.46

3.21

^(‡)

3.20

Malawi

Malaysia

4.87

5.07

4.79

^(‡)

4.85

^(‡)

4.64

Maldives

20.21

^(‡)

21.77

Mali

Malta

7.68

7.40

7.51

^(‡)

7.42

^(‡)

7.10

Marshall Islands

^(‡)

11.40

Martinique

Mauritania

22.80

23.50

24.38

^(‡)

20.21

^(‡)

20.19

Mauritius

20.18

22.20

^(‡)

16.14

Mayotte

Mexico

0.78

0.77

0.74

^(‡)

0.73

^(‡)

0.71

Micronesia (Federated States of)

Monaco

48.88

49.85

39.25

^(‡)

52.35

^(‡)

53.99

Mongolia

6.24

6.73

7.72

^(‡)

8.52

Montenegro

19.35

20.20

21.87

^(‡)

23.14

^(‡)

22.68

Montserrat

Morocco

4.89

5.08

5.01

^(‡)

5.07

^(‡)

5.37

Mozambique

1.35

1.46

1.44

Myanmar

1.15

Namibia

9.84

9.12

9.27

^(‡)

7.70

^(‡)

7.11

Nauru

Nepal

13.70

17.34

20.27

^(‡)

21.31

^(‡)

21.56

Netherlands

2.04

2.11

1.97

^(‡)

2.06

Netherlands Antilles

New Caledonia

New Zealand

2.06

1.79

1.88

^(‡)

2.04

^(‡)

2.02

Nicaragua

Niger

8.92

7.45

6.52

^(‡)

7.67

Nigeria

Niue

Norfolk Island

North Macedonia

8.91

9.49

^(‡)

9.49

^(‡)

10.34

Northern Mariana Islands

Norway

6.80

6.24

5.96

^(‡)

5.96

^(‡)

5.43

Oman

12.62

13.43

13.62

^(‡)

13.27

^(‡)

12.97

Pakistan

2.83

2.77

3.09

^(‡)

2.31

Palau

Palestine

12.91

11.45

12.35

^(‡)

12.78

^(‡)

13.18

Panama

1.88

^(‡)

2.23

Papua New Guinea

Paraguay

Peru

1.53

1.67

Philippines

0.40

0.48

0.63

^(‡)

0.71

^(‡)

0.77

Pitcairn

Poland

1.51

1.62

1.77

^(‡)

1.79

^(‡)

1.91

Portugal

3.76

4.07

4.24

^(‡)

5.80

^(‡)

6.00

Puerto Rico

^(‡)

0.36

^(‡)

0.42

Qatar

22.12

21.05

26.80

^(‡)

24.58

^(‡)

22.00

Republic of Korea

3.29

3.36

3.30

^(‡)

3.35

^(‡)

3.36

Republic of Moldova

19.61

19.57

24.00

^(‡)

20.73

^(‡)

20.11

Réunion

Romania

6.34

6.78

6.97

^(‡)

5.85

^(‡)

5.80

Russian Federation

0.93

0.97

1.00

^(‡)

0.93

Rwanda

5.66

5.87

6.63

^(‡)

7.69

^(‡)

8.87

Saint Helena

Saint Kitts and Nevis

Saint Lucia

26.84

25.90

38.35

^(‡)

35.19

^(‡)

34.54

Saint Pierre and Miquelon

Saint Vincent and the Grenadines

Saint-Barthélemy

Saint-Martin (French part)

Samoa

42.44

41.85

^(‡)

42.93

^(‡)

32.89

San Marino

128.51

^(‡)

1 125.69

^(‡)

129.37

Sao Tome and Principe

Saudi Arabia

5.56

5.01

4.78

^(‡)

4.06

^(‡)

3.68

Senegal

8.34

7.89

7.51

^(‡)

7.70

^(‡)

7.52

Serbia

5.97

6.19

6.13

^(‡)

5.49

^(‡)

6.20

Seychelles

41.27

36.98

49.26

^(‡)

49.72

^(‡)

66.31

Sierra Leone

Singapore

Sint Maarten (Dutch part)

Slovakia

19.11

20.80

21.77

^(‡)

15.71

^(‡)

22.33

Slovenia

3.58

4.18

^(‡)

5.99

^(‡)

4.28

Solomon Islands

Somalia

South Africa

0.96

0.97

1.02

^(‡)

1.08

^(‡)

1.04

South Sudan

Spain

1.94

2.07

2.06

^(‡)

2.07

^(‡)

2.19

Sri Lanka

6.45

7.18

8.06

^(‡)

8.74

^(‡)

8.59

Sudan

Sudan (pre-secession)

Suriname

Svalbard and Jan Mayen Islands

Sweden

4.06

3.88

3.71

^(‡)

3.77

^(‡)

3.33

Switzerland

4.55

4.78

5.37

^(‡)

5.57

^(‡)

5.83

Syrian Arab Republic

6.70

Tajikistan

8.41

7.45

Thailand

1.28

Timor-Leste

Togo

7.05

6.91

7.22

^(‡)

6.80

^(‡)

6.33

Tokelau

Tonga

^(‡)

68.19

Trinidad and Tobago

Tunisia

7.02

7.92

8.78

^(‡)

9.07

^(‡)

9.30

Türkiye

0.68

0.64

0.63

^(‡)

0.61

^(‡)

0.64

Turkmenistan

^(‡)

96.52

^(‡)

95.49

Turks and Caicos Islands

Tuvalu

Uganda

Ukraine

4.58

4.67

4.87

^(‡)

4.84

^(‡)

5.23

United Arab Emirates

7.35

5.87

^(‡)

4.52

^(‡)

4.96

United Kingdom of Great Britain and Northern Ireland

1.44

1.50

1.59

^(‡)

1.51

^(‡)

1.47

United Republic of Tanzania

3.95

^(‡)

4.40

^(‡)

1.78

United States of America

0.44

0.46

0.45

^(‡)

0.54

^(‡)

0.59

United States Virgin Islands

Uruguay

2.70

3.03

3.20

^(‡)

3.48

^(‡)

3.63

Uzbekistan

12.39

12.45

14.13

^(‡)

14.59

^(‡)

19.36

Vanuatu

Venezuela (Bolivarian Republic of)

Viet Nam

3.58

^(‡)

6.38

Wallis and Futuna Islands

Western Sahara

Yemen

Zambia

Zimbabwe

Sustainable Development Goal Regions

World

2.32

2.43

2.54

2.65

2.69

Landlocked Developing Countries

^(‡)

9.14

^(‡)

9.22

^(‡)

10.02

^(‡)

10.45

^(‡)

10.93

Least Developed Countries

^(‡)

4.28

^(‡)

4.34

^(‡)

4.29

^(‡)

4.30

^(‡)

4.46

Small Island Developing States

^(‡)

6.62

^(‡)

6.40

^(‡)

6.39

^(‡)

6.65

Sub-Saharan Africa

^(‡)

5.03

^(‡)

4.93

^(‡)

4.81

^(‡)

4.77

^(‡)

4.78

Northern Africa and Western Asia

3.37

3.25

3.28

^(‡)

3.34

^(‡)

3.45

Northern Africa

2.28

2.35

^(‡)

2.44

^(‡)

2.56

Western Asia

3.96

3.74

3.80

3.83

3.93

Central and Southern Asia

1.79

1.85

1.99

2.17

2.36

Central Asia

14.11

13.48

14.74

15.43

16.27

Southern Asia

1.37

1.46

1.56

1.71

1.84

Eastern and South-Eastern Asia

1.90

2.01

2.12

2.18

2.13

Eastern Asia

2.03

2.14

2.24

2.27

2.20

South-Eastern Asia

1.54

1.62

1.78

^(‡)

1.91

^(‡)

1.93

Latin America and the Caribbean

1.10

1.19

1.28

1.35

1.41

Oceania

1.38

1.48

1.55

1.48

1.50

Australia and New Zealand

0.84

0.90

0.95

0.90

0.93

Oceania (excluding Australia and New Zealand)

Europe and Northern America

2.17

2.27

2.31

2.32

2.39

Europe

3.27

3.41

3.49

3.43

3.51

Northern America

0.65

0.67

0.66

0.74

0.79

UIS Regions

World

2.32

2.43

2.54

2.65

2.69

Arab States

4.42

4.35

4.40

^(‡)

4.55

^(‡)

4.76

Central and Eastern Europe

2.32

2.35

2.39

2.21

2.33

Central Asia

13.35

12.90

13.96

14.45

15.16

East Asia and the Pacific

1.87

1.98

2.09

2.15

2.10

Latin America and the Caribbean

1.11

1.19

1.28

1.36

1.41

North America and Western Europe

1.91

1.99

2.02

2.12

2.15

South and West Asia

1.37

1.46

1.56

1.71

1.84

Sub-Saharan Africa

^(‡)

4.96

^(‡)

4.85

^(‡)

4.73

^(‡)

4.70

^(‡)

4.71

Small Island Developing States

^(‡)

7.76

^(‡)

7.29

^(‡)

7.33

^(‡)

7.46

World Bank Income Groups

Low income countries

^(‡)

4.27

^(‡)

4.43

^(‡)

4.68

^(‡)

5.15

^(‡)

5.50

Lower middle income countries

1.89

1.96

2.09

2.23

2.38

Middle income countries

1.92

1.99

2.10

2.17

2.23

Upper middle income countries

1.95

2.01

2.10

2.12

2.10

High income countries

2.33

2.40

2.42

2.43

2.47

Legend:

+	National Estimation
‡	UIS Estimation

Data extracted on 25 Mar 2023 23:22 UTC (GMT) from UIS.Stat

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Other policy relevant indicators : Outbound mobility ratio by host region

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