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International Labour OfficeDepartment of Statistics
Millenium Development Goals: Employment related Indicators
Valentina StoevskaILO Department of Statistics
Summary
• MDG background• Employment related MDG indicators
– Definition, calculation, interpretation,– Regional and global estimates– Limitations (example on MDG 3.2)
• Future work
MDG Employment IndicatorsBackground
Following the 2005 World Summit, and the work of the Commission for Social Development as well as the Inter-Agency and Expert Group on MDG indicators, a new target has been included under MDG1 (Target 1b):
Achieve full and productive employment and decent work for all, including for women and young people
The new target is monitored using four new employment indicators, which are additional to the existing indicator under MDG3 on gender equality.
MDG employment related indicators
MDG1 Eradicate extreme poverty and hunger,
Target B Achieve full and productive employment and decent work for all, including for women and young people
Employment-to-population ratios for persons aged 15+ and youth (15-24) by sex
Proportion of employed people living below the poverty line
Proportion of own-account and contributing family workers in total employment
Labour productivity growth rate
MDG3 Promote gender equality and empower women
Share of women in wage employment in the non-agricultural sector
MDG Employment Indicators
Background• All five employment indicators (under MDG1b and MDG3)
are explained in detail in the MDG Handbook to be launched soon.
• The Handbook includes definitions, data sources, calculations and analytical examples.
• Most of the information prepared for the Handbook is available at http://mdgs.un.org/unsd/mdg/Metadata.aspx
• The ILO Guide to the new Millennium Development Goals Employment Indicators is available at: http://www.ilo.org/public/english/employment/docu/index.htm
• The ILO Guide is currently being updated.
International Labour OfficeDepartment of Statistics
MDG1.4: Growth rate of labour productivity
Definition:Labour productivity represents the amount of output achieved per unit of labour input.Labour productivity growth rate is measured as the annual change in GDP per person employed.-expressed as a percentage
Formula:
Source of data: labour force survey or other household survey/population census with data on employment, in combination with data from national accounts
Interprétation Labour productivity can be used to assess the extent to which the economic
environment allows for the creation of decent employment opportunities fair and equitable remuneration.
100typroductivilabour
typroductivilabour - typroductivilabour
1-Nyear
1-Nyear Nyear rategrowth ty productiviLabour
Nyear
Nyear
e
currency) nationalin pricesmarket constant at (measuredGDP
mploymnetty productiviLabour
MDG1.4: Growth rate of labour productivity, 1999=100
Output per worker, 1991, 2001 and 2011 (thousands of constant 2005 PPP-adjusted dollars)
13
64
40
23
21
14
14
10
9
6
6
8
57
35
21
18
6
7
7
5
5
5
6
48
30
20
17
3
10
6
4
5
5
0 10 20 30 40 50 60 70
Developing regions
Developed regions
Western Asia
Latin America & theCaribbean
Northern Africa
Eastern Asia
Caucasus & Central Asia
South-Eastern Asia
Southern Asia
Oceania
Sub-Saharan Africa
1991
2001
2011*
MDG 1.5: Employment-to-population ratio
Definition:
The employment-to-population ratio is defined as the proportion of a country’s working-age population that is employed. This indicator is expressed as a percentage.
Method of Calculation
The number of persons in employment is divided with the population for the corresponding sex and age group (either working-age or youth) and multiplied by 100.
Formula:
EMPPOP15+ = EMP15+/POP15+
EMPPOPYouth= EMP15+24/POP15+24
Source:
Source of data: labour force survey or other household survey/population census with data on population and employment
Disaggregation:
- by sex and age group
- by urban/rural residence
MDG 1.5: Employment-to-population ratio
Interpretation• The indicator provides information on the ability of an economy to
provide employment for those who want to work. Trends in the ratio are monitored to inform policies aimed at increasing opportunities for decent work.
• There is no single ‘correct’ employment-to-population ratio, but national EPRs are typically between 50-75 per cent.
• The annual employment-to-population ratio and the ratio’s rate of change analysed in combination with economic growth rates can be used to determine the extent to which economic growth is pro-employment and pro-poor.
• Reviewing the indicator by sex (male versus female) and age (youth versus total) also provides a picture of the equality of employment opportunities across different population groups.
International Labour OfficeDepartment of Statistics
MDG 1.5: Employment-to-population ratio
International Labour OfficeDepartment of Statistics
MDG 1.5: Employment-to-population ratio, 2009
International Labour OfficeDepartment of Statistics
MDG 1.5: Employment-to-population ratio
International Labour OfficeDepartment of Statistics
MDG 1.6: Proportion of employed people living below the poverty line
Definition:• The proportion of employed people living below the poverty line is defined as the
proportion of the employed who live in a household whose members are estimated to be living below the poverty line.
• Either the nationally-defined poverty line or the international poverty line of $1.25 purchasing power parity (PPP) per person per day may be used as threshold.
• This indicator is expressed as a percentage of the total employment.• Working poverty rate for persons aged 15+
Formule: Working poverty rate
Source of data: household surveys with both employment and income & expenditure data; if data on employment and poverty come from different sources. An approximation may be used to arrive at the working poverty rate (WB poverty rate)
Disaggregation:• by age and sex • by sector of employment, status in employment, educational levels, etc.
employment Total
linepoverty below living persons Employed
ILO formula for estimating working poor (according to the the international poverty line
of $1.25 )
Simplified version:
1. Calculate the upper and lower bound for working poor:• The upper bound = poverty rate * population15+• The lower bound= poverty rate * total employmnet 15+
2. Calculate the no. of woorking poor :Woorking poor = (uppper bound + lower bound) / 2
3. Working poor rate= No. of woorking poor/ Total employment *100
MDG 1.6: Proportion of employed people living below the international poverty line of $1.25 purchasing power parity (PPP) per person per day
0.0
10.0
20.0
30.0
40.0
50.0
60.0
70.0
1999
2009
MDG 1.6: Proportion of employed people living below the international poverty line of $1.25 PPP per person per
day
International Labour OfficeDepartment of Statistics
467 453 437 432 419 419 415 406 398 397 392 392
223212
193 191171
111 9988 81 74 67 64
0
200
400
600
800
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011
Mill
ions
0
5
10
15
20
25
30
35
Percentage
Working poor, Eastern AsiaWorking poverty rate, Eastern AsiaWorking poverty rate, World excluding Eastern AsiaWorking poverty rate, World
MDG 1.7: Proportion of own-account and contributing family workers in total
employment
• Approximation for vulnerable employment • Based on status in employment• Classification of status in employment distinguishes three categories of
employment :– employees– Self-employed
• self-employment who have employees• self-employment who do not have employees (own account
workers) • members of producer cooperatives
– contributing family workers
Method of calculation:The sum of contributing family workers and own-account workers divided by
total employment multiplied by 100.
Source of data: labour force survey or other household survey/population census with data on employment
MDG 1.7: Proportion of own-account and contributing family workers in total employment,
1991- 2011
MDG 1.7: Proportion of own-account and contributing family workers in total employment,
2011
MDG 1.7: Proportion of own-account and contributing family workers in total
employment
MDG 3.2: Share of women in wage employment in the non-agricultural sector
Definition:
the share of female workers in wage employment in the non-agricultural sector expressed as a percentage of total wage employment in that same sector.
Method of computation
The indicator is computed by dividing the total number of women in paid employment in the industrial and service sectors by the total number of people in paid employment in that same sector.
Share of women in wage employment in the non-agricultural sector
Sources: Population censuses, establishment censuses and surveys, LFS and other household surveys, administrative records of different type, and official estimates based on results from several of these sources.
Interpretation - the degree to which labour markets are open to women in industry and services sectors
(affects equal employment opportunities for women)- flexibility of the labour market and economy’s ability to adapt to changes over time- the degree to which women are integrated into the monetary economy
International Labour OfficeDepartment of Statistics
100*sector alagricultur-nonin employment paidin people of No. Total
sector alagriculturnon in employment paidin women No.of
International Labour OfficeDepartment of Statistics
MDG 3.2: Share of women in wage employment in the non-agricultural sector
International Labour OfficeDepartment of Statistics
MDG 3.2: Share of women in wage employment in the non-agricultural sector
Country Value Last yearEgypt 18.1 2009Bahrain 10.0 2010Iraq 12.1 2008Jordan 15.7 2008Kuwait 23.2 1998Lebanon 14.2 1995Libyan Arab Jamahiriya 15.8 2001Morocco 20.8 2008Occupied Palestinian Territory 17.2 2010Oman 21.9 2008Qatar 12.1 2010Saudi Arabia 16.0 2009Sudan 20.1 1992Syrian Arab Republic 15.3 2009United Arab Emirates 20.1 2008Yemen, Rep. Of 6.2 2007
MDG 3.2. Limitations
Measures the degree to which women have equal access to paid employment
But critisized because:- non-agricultural wage employment represents only a small portion
of total employment, especially in the developing countries- contribution of women to the national economy underestimated and
misrepresented- difficult to interpret, - does not reveal that there are different types of non-agricultural
wage employment- Does not measure equality of:
• employment income,• quality of employment, • unpaid household work
International Labour OfficeDepartment of Statistics
Complementary indicators to MDG 3.2
• Employment in informal economy
• Wage differences
• Occupational segregation (http://laborsta.ilo.org - Segregat)
• Presence of children, and their impact of activity rate
• Working hours
International Labour OfficeDepartment of Statistics
Share of women in agricultural employment, 2008
International Labour OfficeDepartment of Statistics
Share of women in managerial and all occupations (average for the period 2000-
2008)
International Labour OfficeDepartment of Statistics
4945
36
45
39 39
45
2420 20
37
32 3229
26
21
16
10 9 9
0
10
20
30
40
50
60
CIS Developed LatinAmerica &
theCaribbean
Sub-Saharan
Africa
South-Eastern Asia
Oceania Eastern Asia WesternAsia
NorthernAfrica
SouthernAsia
All occupations Senior officials and managers
Informal employment in and outside informal sector, by sex,
as % of female/male non-agricultural employmentWomen Men
Distribution of total employment by status in employment, women, 2008 (Percentage)
International Labour OfficeDepartment of Statistics
65
61
40
55
34
15
16
16
3
2
2
2
1
2
1
0
24
17
35
18
30
43
37
19
7
20
24
25
35
39
46
64
0% 20% 40% 60% 80% 100%
Latin America & the Caribbean
Western Asia
Eastern Asia
Northern Africa
South-eastern Asia
Sub-Saharan Africa
Southern Asia
Oceania
Wage and salaried w orkers Employers Ow n-account w orkers Contributing family w orkers
Share of employers in total employment, 2011 (Percentage)
International Labour OfficeDepartment of Statistics
Future work
The ILO will continue to work with countries and other partners to:
(a) enhance the national statistical capacity of countries to produce the data needed for estimating the indicator;
(b) develop national analytical capacity to produce good quality imputed country values for use by countries in their monitoring of the MDGs and other development programmes;
(c) ensure that all data available at national level are collected in a way that will be of least burden to countries.
(d) Cooperation by the countries much needed.
International Labour OfficeDepartment of Statistics
Questions
?
International Labour OfficeDepartment of Statistics