Socioeconomic data
Last updated
Last updated
The data is released in a separate Sandbox (SES-sandbox) and access is limited to a restricted group of researchers in Finland.
In the SES-Sandbox, the data is in the following Sandbox directory:
/finngen/pipeline
Classifications of occupations are found here:
Instructions on how to apply access to the SES-Sandbox are available here.
Socioeconomic data is from Statistics Finland. It includes occupation, socioeconomic status, and education-related information.
Variables in iscfi2013:
00 Generic programmes and qualifications
001 Basic programmes and qualifications
0011 Basic programmes and qualifications
01 Education
011 Education
0110 Broad programmes and qualifications involving education
0111 Education science
0112 Training for pre-school teachers
0113 Teacher training without subject specialization
0114 Teacher training with subject specialization
0118 Inter-disciplinary programmes and qualifications involving education
02 Arts and humanities
020 Broad programmes and qualifications involving arts and humanities
0200 Broad programmes and qualifications involving arts and humanities
021 Arts 0210 Broad programmes and qualifications involving arts
0211 Audio-visual techniques and media production
0212 Fashion, interior and industrial design
0213 Fine arts
0214 Handicrafts
0215 Music and performing arts
0218 Inter-disciplinary programmes and qualifications involving arts
022 Humanities (except languages)
0220 Broad programmes and qualifications involving humanities (except languages) 0221 Religion and theology
0222 History and archaeology
0223 Philosophy and ethics
023 Languages
0231 Language acquisition
0232 Literature and linguistics
03 Social sciences, journalism and information
031 Social and behavioural sciences
0310 Broad programmes and qualifications involving social and behavioural sciences
0311 Economics
0312 Political sciences and civics
0313 Psychology
0314 Sociology and cultural studies
0318 Inter-disciplinary programmes and qualifications involving social and behavioural sciences
032 Journalism and information
0321 Journalism and reporting
0322 Library, information and archival studies
04 Business, administration and law
041 Business and administration
0410 Broad programmes and qualifications involving business and administration
0411 Accounting and taxation
0412 Finance, banking and insurance
0413 Management and administration
0414 Marketing and advertising
0415 Secretarial and office work
0416 Wholesale and retail sales
0418 Inter-disciplinary programmes and qualifications involving business and administration
042 Law 0421 Law
05 Natural sciences, mathematics and statistics
050 Broad programmes and qualifications involving natural sciences, mathematics and statistics 0500 Broad programmes and qualifications involving natural sciences, mathematics and statistics 051 Biological and related sciences
0511 Biology
0512 Biochemistry
052 Environment
0521 Environmental sciences
0522 Natural environments and wildlife
0528 Inter-disciplinary programmes and qualifications involving enviroment
053 Physical sciences
0531 Chemistry
0532 Earth sciences
0533 Physics
054 Mathematics and statistics
0541 Mathematics
0542 Statistics
06 Information and Communication Technologies (ICT)
061 Information and Communication Technologies (ICT)
0618 Inter-disciplinary programmes and qualifications involving information and communication technologies (ICTs)
07 Engineering, manufacturing and construction
071 Engineering and engineering trades
0710 Broad programmes and qualifications involving engineering and engineering trades
0711 Chemical engineering and processes
0712 Environmental protection technology
0713 Electricity and energy
0714 Electronics and automation
0715 Mechanics and metal trades
0716 Motor vehicles, ships and aircraft
0718 Inter-disciplinary programmes and qualifications involving engineering and engineering trades
072 Manufacturing and processing
0721 Food processing
0722 Materials (glass, paper, plastic and wood)
0723 Textiles (clothes, footwear and leather)
0724 Mining and extraction
0728 Inter-disciplinary programmes and qualifications involving manufacturing and processing
073 Architecture and construction
0731 Architecture and town planning
0732 Building and civil engineering
08 Agriculture, forestry, fisheries and veterinary
080 Broad programmes and qualifications involving agriculture, forestry,fisheries and vetrinary
0800 Broad programmes and qualifications involving agriculture, forestry,fisheries and vetrinary
081 Agriculture 0811 Crop and livestock production
0812 Horticulture
0818 Inter-disciplinary programmes and qualifications involving agruculture
082 Forestry
0820 Broad programmes and qualifications involving forestry
0821 Forestry
0828 Inter-disciplinary programmes and qualifications involving forestry
083 Fisheries
0831 Fisheries
084 Veterinary
0841 Veterinary
09 Health and welfare
090 Broad programmes and qualifications involving health and welfare
0900 Broad programmes and qualifications involving health and welfare
091 Health 0911 Dental studies
0912 Medicine
0913 Nursing and midwifery
0914 Medical diagnostic and treatment technology
0915 Therapy and rehabilitation
0916 Pharmacy
0918 Inter-disciplinary programmes and qualifications involving health
092 Welfare
0920 Broad programmes and qualifications involving welfare
0921 Care of the elderly and of disabled adults
0922 Child care and youth services
0923 Social work and counselling
0928 Inter-disciplinary programmes and qualifications involving welfare
10 Services
100 Broad programmes and qualifications involving services
1000 Broad programmes and qualifications involving services
101 Personal services
1010 Broad programmes and qualifications involving personal services
1011 Domestic services
1012 Hair and beauty services
1013 Hotel, restaurants and catering
1014 Sports
1015 Travel, tourism and leisure
1018 Inter-disciplinary programmes and qualifications involving personal services
103 Security services
1030 Broad programmes and qualifications involving security services
1031 Military and defence
1032 Protection of persons and property
104 Transport services
1041 Transport services
1048 Inter-disciplinary programmes and qualifications involving transport services
99 Unknown
999 Unknown
9999 Unknown SS Field of education total
Variables in kaste_t2:
0 Early childhood education
01 Early childhood educational development
02 Pre-primary education
1 Primary education
11 Primary education, grades 1-6
2 Lower secondary education
21 Basic education, grades 7-9
22 Additional basic education
3 Upper secondary education
31 General upper secondary education
32 Vocational upper secondary education and training
33 Further qualification
4 Post-secondary non-tertiary education
41 Specialist qualification
5 Short-cycle tertiary education
51 Post-secondary non-higher vocational education
52 Lowest level tertiary education
6 Bachelor's or equivalent level
61 Professional tertiary education
62 Polytechnic bachelor's degree
63 University bachelor degree
7 Master's or equivalent level
71 Higher polytechnic degree (Master)
72 Higher university degree (Master)
73 Professional specialisation in medicine, veterinary and dentistry
8 Doctoral or equivalent level
81 Licentiate's degree
82 Doctoral or equivalent level
9 Not elsewhere classified
91 Level of education unknown
Material descriptions in English:
https://taika.stat.fi/en/aineistokuvaus.html#!?dataid=FOLK_19701985_jua_vl7085_004.xml https://taika.stat.fi/en/aineistokuvaus.html#!?dataid=FOLK_19872019_jua_perus20_002.xml
More information about the data is available from the Statistics Finland Taika research data catalogue.
