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Mongolia is land locked country between Russia and 
China. Its population is 3.3 million in 2018. Territory 
of  Mongolia  is  1564.1  thousand  square  kilometers 
and  population  density  is  2.0  persons  per  square 
kilometer. In 2018, GDP per capita reaches 10,226.9 
thousand Mongolian National Tugrug (approximately 
USD 4200).   
Human Capital  
World  Bank  has  introduced  its  concept  of  human 
capital  in  World  Development  Report  2019:  The 
changing nature of work. Human capital consists of 
the  knowledge,  skills,  and  health  that  people 
accumulate over their lives, enabling them to realize 
their  potential  as  productive  members  of  society”. 
Mostly those components of the human capital are 
acquired  through  education  and  learning.  For 
individuals,  an  additional  year  of  schooling  and 
quality  of  learning  generate  higher  earnings  and 
better life on average. In addition to that, developing 
socio‐emotional  skills,  such  as  an  aptitude  for 
teamwork, empathy, conflict resolution, relationship 
management  and  other  cognitive  skills  enlarges  a 
person’s  human  capital.  Lastly,  healthy  people  are 
more  productive.  Therefore,  health  is  one  of 
important  components  of  the  human  capital.  In 
general  terms,  high  human  capital  produces  large 
economic  return  to  individuals  and  as  well  as to  a 
county’s  economy  and  development,  as  identified 
current surveys in the world. 
Human Capital Index  
The Human Capital Index (HCI) measures the amount 
of human capital that a child born today can expect 
to attain by age 18. It conveys the productivity of the  
 
 
 
next  generation  of  workers  compared  to  a 
benchmark of complete education and full health. 
Components of the HCI 
The HCI quantifies the key stages in this trajectory 
and their consequences for the productivity of the 
next  generation  of  workers,  with  these  three 
components: 
Component  1:  Survival  from  birth  to  school  age, 
measured using under‐5 mortality rates. 
Component 2: Expected Years of Learning‐Adjusted 
School, combining information on the quantity and 
quality  of  education.  The  quantity  of  education  is 
measured as the expected number of years of school 
a  child  can  expect  to  attain  by  age  18  given  the 
prevailing pattern of enrollment rates across grades. 
The quality of education reflects ongoing work at the 
World  Bank  to  harmonize  test  scores  from  major 
international student achievement testing programs. 
These  are  combined  into  a  measure  of  learning‐
adjusted  school  years  using  the  “learning‐adjusted 
years of school” conversion metric proposed in the 
2018 World Development Report. 
Component  3:  Health.  In  the  absence  of  a  single 
broadly‐accepted,  directly‐measured,  and  widely‐
available  metric,  the  overall  health  environment  is 
captured  by  two  proxies:  (i)  adult  survival  rates, 
defined as the fraction of 15‐year olds that survive 
until age 60, and (ii) the rate of stunting for children 
under age 5. Adult survival rates are calculated by the 
UN Population Division for all countries, and can be 
interpreted as a proxy for the range of fatal and non‐
fatal health outcomes that a child born today would 
experience as an adult if current conditions prevail 
into  the  future.  Stunting  is  broadly  accepted  as  a 
proxy  for  the  pre‐natal,  infant  and  early  childhood 
health environment, and so summarizes the risks to 
good  health  that  children  born  today  are  likely  to 
experience  in  their  early  years  –  with  important 
consequences  for  health  and  well‐being  in 
adulthood.  Data  on  the  prevalence  of  stunting  is 
reported  in  the  WHO‐UNICEF‐World  Bank  Joint 
Malnutrition Estimates. 
Human capital in Mongolia 
 HCI of Mongolia 
In 2018, the World Bank estimated the HCI among 
157  countries  in  the  World.  It  is  made  up  of  five 
indicators: the probability of survival to age five, a 
child’s expected years of schooling, harmonized test 
scores  as  a  measure  of  quality  of  learning,  adult 
survival rate (fraction of 15‐year olds that will survive 
to age 60), and the proportion of children who are 
not stunted.   
https://www.worldbank.org/en/data/interactive/20
18/10/18/human‐capital‐index‐and‐components‐
2018 
Source: The World Bank. Human Capital Project.  
Mongolia has been ranked 51 out of 157 countries in 
the World. Its HCI is 0.63 which means a child born in 
Mongolia  today will  be  63.0 percent  as  productive 
when  she or he grows up as  s/he could be  if  s/he 
enjoyed  complete  education  and  full  health. 
Comparing  to  countries  in  Lower  Middle  Income 
category,  Mongolia  is  quite  well  according  to  HCI 
estimation and even a bit better than average HCI in 
countries of Upper Middle Income.   
One  of  most  important  ingredients  of  the  HCI  and 
new Social Contract is early childhood development, 
especially early learning from age 2 to 5. In Mongolia, 
access  of  preschool  education  is  still  limited.  The 
government  announces  that  number  of  preschool 
education  institutions  are  increasing,  number  of 
alternative mode of training is being introduced and 
enrolment  of  preschool  school  is  increasing 
dramatically.  However,  calculated  gross  enrolment 
rate  of  preschool  education  based  on  number  of 
children aged 2‐5 and statistical data on preschool 
enrolment  of  the  same  age,  has  shown  negative 
pattern. Due to population growth, cross enrolment 
ratio is decreasing in Mongolia.        
 
 
Calculated based on population and enrolment data. 
Source NSO, Mongolia.  
As  conclusion,  In‐order  to  build  human  capital, 
Mongolian  Government  need  to  pay  serious 
attention and investment into access and quality of 
early  child  learning  and  education  which  is  most 
essential component of the Human Capital.  
Indicator  Mongolia 
Low 
Income 
Lower 
Middle 
Income 
Upper Middle 
Income 
High 
Income 
HCI Component 1: Survival                
Probability of Survival to Age 5  0.983  0.929  0.961  0.983  0.995 
HCI Component 2: School                
Expected Years of School  13.6  7.8  10.4  11.7  13.3 
Harmonized Test Scores  435 363 391 428  506
HCI Component 3: Health                
Survival Rate from Age 15‐60  0.791  0.745  0.807  0.863  0.923 
Fraction of Children Under 5 Not Stunted  0.892  0.658  0.730  0.869  0.935 
Human Capital Index (HCI)  0.63  0.38  0.48  0.58  0.74 
75.3% 74.3%
76.5%
64.9%
66.1%
75.7% 75.0%
77.3%
65.5% 66.4%
55.0%
60.0%
65.0%
70.0%
75.0%
80.0%
2014 2015 2016 2017 2018
Gross enrolment rate of pre‐
school education in Mongolia
total girl
This artifact was prepared by a participant of MOOC on 
The Future of Work: Preparing for Disruption, as course 
assignment.    

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Final project human capital in mongolia

  • 1.       Mongolia is land locked country between Russia and  China. Its population is 3.3 million in 2018. Territory  of  Mongolia  is  1564.1  thousand  square  kilometers  and  population  density  is  2.0  persons  per  square  kilometer. In 2018, GDP per capita reaches 10,226.9  thousand Mongolian National Tugrug (approximately  USD 4200).    Human Capital   World  Bank  has  introduced  its  concept  of  human  capital  in  World  Development  Report  2019:  The  changing nature of work. Human capital consists of  the  knowledge,  skills,  and  health  that  people  accumulate over their lives, enabling them to realize  their  potential  as  productive  members  of  society”.  Mostly those components of the human capital are  acquired  through  education  and  learning.  For  individuals,  an  additional  year  of  schooling  and  quality  of  learning  generate  higher  earnings  and  better life on average. In addition to that, developing  socio‐emotional  skills,  such  as  an  aptitude  for  teamwork, empathy, conflict resolution, relationship  management  and  other  cognitive  skills  enlarges  a  person’s  human  capital.  Lastly,  healthy  people  are  more  productive.  Therefore,  health  is  one  of  important  components  of  the  human  capital.  In  general  terms,  high  human  capital  produces  large  economic  return  to  individuals  and  as  well  as to  a  county’s  economy  and  development,  as  identified  current surveys in the world.  Human Capital Index   The Human Capital Index (HCI) measures the amount  of human capital that a child born today can expect  to attain by age 18. It conveys the productivity of the         next  generation  of  workers  compared  to  a  benchmark of complete education and full health.  Components of the HCI  The HCI quantifies the key stages in this trajectory  and their consequences for the productivity of the  next  generation  of  workers,  with  these  three  components:  Component  1:  Survival  from  birth  to  school  age,  measured using under‐5 mortality rates.  Component 2: Expected Years of Learning‐Adjusted  School, combining information on the quantity and  quality  of  education.  The  quantity  of  education  is  measured as the expected number of years of school  a  child  can  expect  to  attain  by  age  18  given  the  prevailing pattern of enrollment rates across grades.  The quality of education reflects ongoing work at the  World  Bank  to  harmonize  test  scores  from  major  international student achievement testing programs.  These  are  combined  into  a  measure  of  learning‐ adjusted  school  years  using  the  “learning‐adjusted  years of school” conversion metric proposed in the  2018 World Development Report.  Component  3:  Health.  In  the  absence  of  a  single  broadly‐accepted,  directly‐measured,  and  widely‐ available  metric,  the  overall  health  environment  is  captured  by  two  proxies:  (i)  adult  survival  rates,  defined as the fraction of 15‐year olds that survive  until age 60, and (ii) the rate of stunting for children  under age 5. Adult survival rates are calculated by the  UN Population Division for all countries, and can be  interpreted as a proxy for the range of fatal and non‐ fatal health outcomes that a child born today would  experience as an adult if current conditions prevail  into  the  future.  Stunting  is  broadly  accepted  as  a  proxy  for  the  pre‐natal,  infant  and  early  childhood  health environment, and so summarizes the risks to  good  health  that  children  born  today  are  likely  to  experience  in  their  early  years  –  with  important  consequences  for  health  and  well‐being  in  adulthood.  Data  on  the  prevalence  of  stunting  is  reported  in  the  WHO‐UNICEF‐World  Bank  Joint  Malnutrition Estimates.  Human capital in Mongolia 
  • 2.  HCI of Mongolia  In 2018, the World Bank estimated the HCI among  157  countries  in  the  World.  It  is  made  up  of  five  indicators: the probability of survival to age five, a  child’s expected years of schooling, harmonized test  scores  as  a  measure  of  quality  of  learning,  adult  survival rate (fraction of 15‐year olds that will survive  to age 60), and the proportion of children who are  not stunted.    https://www.worldbank.org/en/data/interactive/20 18/10/18/human‐capital‐index‐and‐components‐ 2018  Source: The World Bank. Human Capital Project.   Mongolia has been ranked 51 out of 157 countries in  the World. Its HCI is 0.63 which means a child born in  Mongolia  today will  be  63.0 percent  as  productive  when  she or he grows up as  s/he could be  if  s/he  enjoyed  complete  education  and  full  health.  Comparing  to  countries  in  Lower  Middle  Income  category,  Mongolia  is  quite  well  according  to  HCI  estimation and even a bit better than average HCI in  countries of Upper Middle Income.    One  of  most  important  ingredients  of  the  HCI  and  new Social Contract is early childhood development,  especially early learning from age 2 to 5. In Mongolia,  access  of  preschool  education  is  still  limited.  The  government  announces  that  number  of  preschool  education  institutions  are  increasing,  number  of  alternative mode of training is being introduced and  enrolment  of  preschool  school  is  increasing  dramatically.  However,  calculated  gross  enrolment  rate  of  preschool  education  based  on  number  of  children aged 2‐5 and statistical data on preschool  enrolment  of  the  same  age,  has  shown  negative  pattern. Due to population growth, cross enrolment  ratio is decreasing in Mongolia.             Calculated based on population and enrolment data.  Source NSO, Mongolia.   As  conclusion,  In‐order  to  build  human  capital,  Mongolian  Government  need  to  pay  serious  attention and investment into access and quality of  early  child  learning  and  education  which  is  most  essential component of the Human Capital.   Indicator  Mongolia  Low  Income  Lower  Middle  Income  Upper Middle  Income  High  Income  HCI Component 1: Survival                 Probability of Survival to Age 5  0.983  0.929  0.961  0.983  0.995  HCI Component 2: School                 Expected Years of School  13.6  7.8  10.4  11.7  13.3  Harmonized Test Scores  435 363 391 428  506 HCI Component 3: Health                 Survival Rate from Age 15‐60  0.791  0.745  0.807  0.863  0.923  Fraction of Children Under 5 Not Stunted  0.892  0.658  0.730  0.869  0.935  Human Capital Index (HCI)  0.63  0.38  0.48  0.58  0.74  75.3% 74.3% 76.5% 64.9% 66.1% 75.7% 75.0% 77.3% 65.5% 66.4% 55.0% 60.0% 65.0% 70.0% 75.0% 80.0% 2014 2015 2016 2017 2018 Gross enrolment rate of pre‐ school education in Mongolia total girl This artifact was prepared by a participant of MOOC on  The Future of Work: Preparing for Disruption, as course  assignment.