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Types of data, statistical measures
and indicators of green jobs to be
produced
International Labour Office
Department of Statistics
What do we want to know?
Who, what, when, where and how many?
• Employment by economic activity
• Employment by occupation
• Employment by environmental domain
• Type of green technologies used by economic activity
• Percentage of companies using green technologies
• Employment by sex, region
• Wages and hours worked
International Labour Office
Department of Statistics
Employment in
environmental activities
• Total and by economic activity
– expressed in absolute numbers and as a percentage of total
employment
– potential headline indicator of progress towards a green
economy.
– separate data for employment in production of environmental
outputs and for employment in environmental processes
– focus on the core of key green industries that characterise a
green economy
– disaggregation of data by economic activity will facilitate both
identification of core industries and monitoring of progress in
other industries.
International Labour Office
Department of Statistics
EGSS Employment and
turnover, Sweden 20032009
300,000
250,000
200,000
Turnover (million SEK)
Employed, total
150,000
Linear (Turnover (million SEK))
Linear (Employed, total)
100,000
50,000
0
2003
2004
2005
2006
2007
2008
2009
International Labour Office
Department of Statistics
Share of environmental turnover and
environmental employment in total turnover
and in total employment, Austria, 2008-2010
14.0
12.0
10.0
Share of environmental turnover in GDP
(nom.)
8.0
Share of environmental employment in total
employment
6.0
4.0
2.0
2008
2009
2010
International Labour Office
Department of Statistics
Employment by occupation
• Employment in the environmental goods and services
sector classified by occupation.
– Assessment of skill requirements for employees in terms of skill
levels, levels of education and specialized skills required.
– Requires relatively detailed occupational data
• Identification of occupations in demand in transition to a
green economy
• Potential to identify environmental initiatives that offer
employment opportunities for less skilled workers
International Labour Office
Department of Statistics
Employment by
environmental domain
Breaking down employment and turnover (or output) data by the environmental domains specified
in the SEEA will allow identification of the types of environmental initiatives that are likely to lead to
the creation of more jobs, and to assess relative levels of labour productivity
Environmental employment and environmental turnover by environmental domain, France 2009
30%
25%
20%
15%
10%
5%
0%
Employment
Turnover
International Labour Office
Department of Statistics
Employment by sex
• A complementary analysis disaggregated by sex is
essential to allow understanding the gender patterns of
employment in the environmental goods and services
sector employment
• Differential impact on males and females of particular
environmental initiatives
International Labour Office
Department of Statistics
Green technology
• Employment by type of green technology used (total and by
economic activity)
– Statistics on the employment impacts of how companies re-structure their
organisation and production processes and of the technologies that are used to
reduce environmental impact of the production will provide important inputs to
labour market planning, and understanding of which technologies are likely to
create employment opportunities.
– Disaggregation by economic activity to evaluate how local labour markets are
making the transition to greener activities.
• Percentage of establishments using green technologies
– Statistics on the percentage of establishments using green technologies (total
and by economic activity) would allow assessment of the general progress made
towards a greener economy.
International Labour Office
Department of Statistics
Wages and hours of
work
• Data on wages and hours of work in employment in
environmental activities
• Insights into quality of employment in the
environmental goods and services sector
International Labour Office
Department of Statistics