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HUMAN CAPITAL
PROJECT AND INDEX
Azerbaijan Human Capital ForumDecember 19-21, 2018
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Years of Schooling are not the same as LearningAverage years of schooling of 25-29 year olds, unadjusted and adjusted for learning
Years
of sc
ho
oling
World Development Report 2019
THE CHANGING NATURE OF WORK
http://www.worldbank.org/en/publication/wdr2019
570,000 downloads and counting
The changing nature of work
Technological Progress
Can Expand Job
Opportunities
Technological Change Is
Making Jobs More Intensive
In Non-routine Cognitive
Tasks
Stronger Social
Protection: Protect
People, Not Jobs
Advanced and Socioemotional
Skills are Becoming more
Important
Technology Is Changing How People
Work And The Terms On Which They
Work
Estimates Of The Percentage Of Jobs At
Risk From Automation Vary Widely
7
Source: WDR 2019 based on World Bank (2016); Arntz, Gregory, and Zierahn (2016); David (2017); Hallward- Driemeier and Nayyar (2018)
Industrial Jobs are Falling in the West and
Rising in the East
What Governments Can Do?
Problem-solving
Learning
Communication
Personal
Social
Invest in Relevant Skills
Patrinos
Education 4.0?
1st
Schoolhouse, teacher, students
2nd
Collaboration, technology, facilitator
3rd
Connected, personalized, open access
4thLifelong learning driven by
autonomy & purpose
• Increasing educational attainment is expensive
• Increasing cognitive skills is difficult, developing countries lag far behind
• Evidence on how to improve non-cognitive skills is limited
Implications for education systems: challenges
The human capital project
A global effort to accelerate
more and better investments in
people for greater equity and
economic growth
Early health care and education
prepare children to succeed and
prosper as adults in a rapidly
changing world
Human Capital Index Measurement and
research
SURVIVAL
Children who don’t
survive don’t grow
up to become future
workers
SCHOOL
Contribution of quality-adjusted years of
school to productivity
of future workers
HEALTH
Contribution of health
(average of adult
survival rate and
stunting) to productivity
of future workers
Human Capital Index
SURVIVALWill children born today survive to school age?
SCHOOL How much school will they complete and how much will they learn?
HEALTHWill they leave school in good health, ready for further learning and/or work?
How much human capital can a child born today expect to acquire by age 18, given the risks to poor health and poor education that prevail in the country where she lives?
Three ingredients reflect building blocks
of the next generation’s human capital:
Human Capital Index: The Story
SURVIVAL
HUMAN CAPITAL INDEX: Distance To Frontier
SCHOOL HEALTH HCI
x =x
Children who don’t survive
don’t grow up to become future
workers
Contribution of quality-adjusted years of school to
productivity of future workers
Contribution of health (adult
survival rate and stunting) to
productivity of future workers
Productivity of a future worker
(relative to benchmark of
complete education and full
health)
17
The Human Capital Index 2018
Source: World Bank staff ca lculations
537 538 538 542 545 548562 563 563
581
Learning Outcomes: Top HLO (Harmonized Learning Outcomes) Performers
Azerbaijan
Azerbaijan Performs Below Average of itsIncome Group
Azerbaijan currently ranks 69 out of 157 countries
In HCI, Performs BELOW Its Income Level
Learning Gap
Unpacking The Human Capital Index For Azerbaijan
Indicator AzerbaijanEurope & Central
Asia
HCI Component 1: Survival
Probability of Survival to Age 5 0.977 0.993
HCI Component 2: School
Expected Years of School 11.6 13.0
Harmonized Test Scores 472 495
HCI Component 3: Health
Survival Rate from Age 15-60 0.872 0.900
Fraction of Children Under 5 Not Stunted 0.820 0.881
Human Capital Index (HCI) 0.60 0.70
Azerbaijan performs average, given its level of economic development
AUS
KHM
HKGJPNMAC
MYS
MNG
NZL
SGP
TWN
THA
VNM
ALBARM
Azerba…
BEL
BGR HRV CYPCZE
EST FIN
FRA
GEO
GRC
HUNISL
IRL
ITA
KAZ
XKX
KGZ
LVALTU
LUX
MKD
MDA MNE
NLDNOR
POLPRT
ROU
RUSSRB
SVK
SVNESP
CHE
TJKTUR
UKR
GBR
DZA
BHR
ISR
KWT
MLT
OMN QAT
SAU
ARE
150
200
250
300
350
400
450
500
550
600
0 20 40 60 80 100 120
Mo
st r
ecen
t H
arm
on
ized
Sco
res
-A
vera
ge o
ver
all s
ub
ject
s an
d g
rad
es
GDP Per capita in 2017 or latest PPP (constant 2011 international USD), World Bank Thousands
East Asia PacificMiddle East and North AfricaEurope and Central AsiaSub - Saharan Africa
Quality of education has improved, but still lags around 1.5 years of schooling behind the EU
418
402
456
472
515
350
400
450
500
550
2000 2002 2004 2006 2008 2010 2012 2014 2016
Har
mo
niz
ed L
earn
ing
Ou
tco
mes
Azerbaijan Poland Georgia EU OECD
EU
Azerbaijan
Adjusted years of schooling in Azerbaijan is 3 years lower than the expected years of schooling
Iran, Islamic Rep.
Turkey Azerbaijan
Russian FederationIrelandPoland
Finland Japan Korea, Rep.
Singapore
4
5
6
7
8
9
10
11
12
13
14
Year
s o
f Sch
oo
ling
Expected Years of School Learning-Adjusted Years of School
There are large inequalities between the richest and poorest students
532
436
483
435
479
466
400 420 440 460 480 500 520 540
Richest 20 Percent
Poorest 20 Percent
Urban
Rural
Girls
Boys
Priorities for Reform
(1) Invest in high-quality early educationParticipation in pre-primary education is low despite paying dividends on cognitive and
social skills
Net enrollment rate in pre-primary education, 2015 or latest
Source: WB staff based on Unesco UIS (2018)Note: Chi ldren aged 3-5 years old in Azerbaijan.
18
57
83
0
20
40
60
80
100
(2) Increase relevance of educationLarge percentage of employers had problems to hire due to lack of skilled workers
Azerbaijan. Percentage of employers that had problems trying to hire due to lack of skilled workers (last 12 months)
Source: WB staff ca lculations based on Azerbaijan Employer STEP Survey 2013
17
18
18
23
24
34
35
36
45
0 10 20 30 40 50
Service workers
Elementary occupation
Clerical support workers
Sales workers
Technicians
Craft workers
Operators and assemblers
Professionals
Managers
(3) Prioritize investment in EducationExpenditure on education is among the lowest in the region
2.9
4.9 5.3
0
2
4
6
8
Expenditure as a share of the GDP, 2015 or latest
Source: WB staff based on Unesco UIS (2018)
COUNTRY ENGAGEMENT
Measurement & Research Agenda
• How to invest in human capital
• Create public demand for human capital investments
• Expand coverage of the Index
• More measurement at sub-national levels
• Better understand the process of human capital accumulation
• Assess the quality of delivery systems in each country
HCP Countries: 28 and Growing!
Armenia Morocco
Bhutan Pakistan
Costa Rica Papua New Guinea
Egypt Peru
Ethiopia Philippines
Georgia Poland
Indonesia Rwanda
Iraq Saudi Arabia
Jordan Senegal
Kenya Sierra Leone
Kuwait Tunisia
Lesotho Ukraine
LebanonUnited Arab Emirates
Malawi Uzbekistan
What are HCP Countries Planning?
• Identifying national priorities using a “whole of government” approach
• Broadening efforts beyond individual sectors
• Tackling human capital development barriers in all their manifestations
• Assessing coverage of key measurement and program interventions
• Knowledge sharing through an HCP Network
HCP Countries are Interested in:
Addressing persistent challenges…
Improving service delivery approaches…
• Investing in the Early Years (stunting, ECD, child mortality, etc.)
• Universal Health Care/Community Health Programs (especially for non-communicable diseases)
• Improve Learning Outcomes
• Demographic Linkages/Issues
• Jobs Agenda
• Women Empowerment
• Youth Engagement
• Sustainable Development for HC
• Pro-Poor HC Policies and Programs.
• Whole-of-Government Approach
• Private Sector Engagement
• Domestic Resource Utilization and Mobilization (DRUM)
• Measurement for Data-Driven Policymaking
• Service Delivery/Governance
• Innovation/Technology
@hpatrinos
Harry Anthony Patrinos World Bank