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Dr. Min Ko Ko
M.B.,B.S, M.Med.Sc. (Public Health)
Ph.D. in Demography (Mahidol University)
Associate Professor
Health Behaviour & Communication Department
University of Public Health30-1-2017
Population Estimation & Projection
Expectation
After finishing this topic, students can apply / select an
appropriate instrument / methodology to estimate /
project population.
Population Estimation Population Projection
Same Methods of preparing are same.
Methods are same.
Differences Focus on the present or
recent past.
Focus on the future
the years between censuses,
or intercensal estimates
–the current year following
the latest complete census, or
postcensal estimates
the years in the
future, or population
projection
Based on observed
population data.
No observed
population data
Meaning of Population Projections
Estimation vs Projection
Purposes of Population Projection
As a basis for planning: both government and non-government
•Population projection serves as the starting point for most
projections of future need.
– expected number of retirements from labour force
– required number of teachers, classrooms, schools,
– required number of medical personnel and facilities
– number of housing unit
etc.
General Issues and Principles
Population projections are essentially concerned with future
growth
May be prepared for the total population of
–Nations
–Principal geographic subdivision
–Residence classes: urban / rural
Principal characteristics are age and sex
Methods of Estimation and Projection
Mathematical methods Component methods
Using arithmetic or geometric
inter & extrapolation
- Estimate for short period of
time,
- Result: just total number of
population
Component of population
changes (fertility, mortality and
migration)
- Result: population by age and
sex
Focus on growth rate Cohort component method:
Focus on 2 characteristics: age &
sex
The 2 most frequently used methods :
Interpolation Using Growth
Rate
Please see in earlier
session, PowerPoint (30-1-
2017)
COHORT COMPONENT METHOD
Sex Ratio
at birth
Survival
Ratio at
birthMYP concept
Survival
Ratio at
Specific 5
year age
group
Length of Projection Period
Projection period depends on:
 Type of area in question
 The needs to be served
 The conception of the problem by the analyst
 The available resources
Assumptions
• Projection is uncertainty!
• Assumptions is needed!
 Basic assumptions
 Fertility assumptions
 Mortality assumptions
 Migration assumptions
 Number of series and combination of assumptions
Basic Assumptions
 Assumption on general society:
–There is no natural disaster or
–No suddenly changes in the social and economic situation
during the estimates or projection periods
 Assumption on demographic change:
–The results of population estimates or projection are depend
on population changes conditions.
Data Required for the Component Method
Based population by age and sex
•Mortality
–Age-specific death rates (ASDRs)
–Life expectancy at birth, survival ratios
•Fertility
–TFR
–Age-specific fertility rates (or Age distribution of ASFRs)
–Sex ratio at birth
•Migration: international or internal migration
–Net migration rates by age and sex
Fertility Assumptions
 TFR / ASFRs
Constant / change throughout the projection period
Set target period and target level/pattern of TFR
 Sex ratio at birth
Constant / change
Mortality Assumptions
 ASDRs
– Maintaining the latest observed death rates
– Study from past trend, then extrapolate by linear / logistic or other
possibly trends
– Set target by using rates from analyzing data of past trend & other
countries
 Life Expectancy (LE)
 LE from own country data or
 LE from model life tables: United Nations, Coale & Demeny
 LE increase / decrease: linear, logistic or other possibly trends
Migration Assumptions
National level
Having / no migration: depend on existing / available data
Sub-national level
Internal migration affect to population composition
Series and Combination of Assumptions
 Evident uncertainties regarding future population changes:
more than one series of projections are desired.
Generally 3 series (variants) of projection are presented :
high, medium, and low
–The range of highest to lowest “reasonable” series: rough
indicator of the degree of uncertainty regarding future
population change.
Series and Combination of Assumptions
High variant :
–The combination of fertility, mortality and migration
assumption that give the maximum future population.
Medium variant:
–The most likely (but not certain) projection that
recommended to use base on the most likely fertility, mortality
and migration assumptions.
Low variant:
–The combination of fertility, mortality and migration
assumption that give the minimum future population
Frequency and Nature of Revision
Factors affect to the revision of population projections:
•Primary factors:
–The extent to which the present projections are out of line
with current estimates.
–The merge passage of time during which at least some of the
series of projections must deviate from the current
estimation.
–The available of additional data
–Advances of methodology
•Secondary factors:
–Available of resources
–The need to establish publication
Sex Ratio
at birth
Survival
Ratio at
birthMYP concept
Survival
Ratio at
Specific 5
year age
group
Calculation
Projection Outputs
 Fertility Indicators
 Births
 Child-woman ratio
 Crude birth rate (CBR)
 Total fertility rate (TFR)
 Gross reproduction rate (GRR)
 Mean age of childbearing
 Net reproduction rate (NRR)
 Mortality Indicators
 Deaths
 Crude death rate (CDR)
 Infant mortality rate (IMR)
 Life expectancy at birth (e0)
 Under five mortality rate (U5MR)
 Migration Indicators
 Total net international migration
Population Characteristics
Total population size
Defined age group
Population aged 0-4
Population aged 5-14
Population aged 15-64
Population aged 65+
Sex ratio
Dependency ratio
Median age
Growth Rate
Rate of natural increase (RNI)
Annual growth rate (GR)
Doubling time
Detail Presentation on Projection
 Full information of how the projections were made:
 Assumptions and analytic series
 Single ages / broad age groups
 Fully discuss the choice of assumptions, methodology,
results of projections,
 Implied birth rate, death rate and other demographic
summary measures at future dates
 Outputs & implications
What you learned from 5 sessions ?
 Introduction to Demography
 Fertility Measurements
 Mortality Measurements & Standardization
 Life Table
 Age Structure, Population growth
 Population estimation & projection
Conclusion
• PATAMA VAPATTANAWONG. September 16, 2014. PRRH 555: Analytical
Techniques in Demography. Session 14: “Population Projection”.
Institute for Population and Social Research: Mahidol University
• ROWLAND, D.. 2003. Demographic Methods and Concepts. Oxford :
Oxford University Press. Chapter I (p.13-44)
More Readings & References

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Population projection (30 1-2017) by dr min ko ko

  • 1. Dr. Min Ko Ko M.B.,B.S, M.Med.Sc. (Public Health) Ph.D. in Demography (Mahidol University) Associate Professor Health Behaviour & Communication Department University of Public Health30-1-2017 Population Estimation & Projection
  • 2. Expectation After finishing this topic, students can apply / select an appropriate instrument / methodology to estimate / project population.
  • 3. Population Estimation Population Projection Same Methods of preparing are same. Methods are same. Differences Focus on the present or recent past. Focus on the future the years between censuses, or intercensal estimates –the current year following the latest complete census, or postcensal estimates the years in the future, or population projection Based on observed population data. No observed population data Meaning of Population Projections Estimation vs Projection
  • 4. Purposes of Population Projection As a basis for planning: both government and non-government •Population projection serves as the starting point for most projections of future need. – expected number of retirements from labour force – required number of teachers, classrooms, schools, – required number of medical personnel and facilities – number of housing unit etc.
  • 5. General Issues and Principles Population projections are essentially concerned with future growth May be prepared for the total population of –Nations –Principal geographic subdivision –Residence classes: urban / rural Principal characteristics are age and sex
  • 6. Methods of Estimation and Projection Mathematical methods Component methods Using arithmetic or geometric inter & extrapolation - Estimate for short period of time, - Result: just total number of population Component of population changes (fertility, mortality and migration) - Result: population by age and sex Focus on growth rate Cohort component method: Focus on 2 characteristics: age & sex The 2 most frequently used methods : Interpolation Using Growth Rate Please see in earlier session, PowerPoint (30-1- 2017)
  • 8.
  • 9. Sex Ratio at birth Survival Ratio at birthMYP concept Survival Ratio at Specific 5 year age group
  • 10. Length of Projection Period Projection period depends on:  Type of area in question  The needs to be served  The conception of the problem by the analyst  The available resources
  • 11. Assumptions • Projection is uncertainty! • Assumptions is needed!  Basic assumptions  Fertility assumptions  Mortality assumptions  Migration assumptions  Number of series and combination of assumptions
  • 12. Basic Assumptions  Assumption on general society: –There is no natural disaster or –No suddenly changes in the social and economic situation during the estimates or projection periods  Assumption on demographic change: –The results of population estimates or projection are depend on population changes conditions.
  • 13. Data Required for the Component Method Based population by age and sex •Mortality –Age-specific death rates (ASDRs) –Life expectancy at birth, survival ratios •Fertility –TFR –Age-specific fertility rates (or Age distribution of ASFRs) –Sex ratio at birth •Migration: international or internal migration –Net migration rates by age and sex
  • 14. Fertility Assumptions  TFR / ASFRs Constant / change throughout the projection period Set target period and target level/pattern of TFR  Sex ratio at birth Constant / change
  • 15. Mortality Assumptions  ASDRs – Maintaining the latest observed death rates – Study from past trend, then extrapolate by linear / logistic or other possibly trends – Set target by using rates from analyzing data of past trend & other countries  Life Expectancy (LE)  LE from own country data or  LE from model life tables: United Nations, Coale & Demeny  LE increase / decrease: linear, logistic or other possibly trends
  • 16. Migration Assumptions National level Having / no migration: depend on existing / available data Sub-national level Internal migration affect to population composition
  • 17. Series and Combination of Assumptions  Evident uncertainties regarding future population changes: more than one series of projections are desired. Generally 3 series (variants) of projection are presented : high, medium, and low –The range of highest to lowest “reasonable” series: rough indicator of the degree of uncertainty regarding future population change.
  • 18. Series and Combination of Assumptions High variant : –The combination of fertility, mortality and migration assumption that give the maximum future population. Medium variant: –The most likely (but not certain) projection that recommended to use base on the most likely fertility, mortality and migration assumptions. Low variant: –The combination of fertility, mortality and migration assumption that give the minimum future population
  • 19. Frequency and Nature of Revision Factors affect to the revision of population projections: •Primary factors: –The extent to which the present projections are out of line with current estimates. –The merge passage of time during which at least some of the series of projections must deviate from the current estimation. –The available of additional data –Advances of methodology •Secondary factors: –Available of resources –The need to establish publication
  • 20.
  • 21. Sex Ratio at birth Survival Ratio at birthMYP concept Survival Ratio at Specific 5 year age group
  • 23.
  • 24.
  • 25. Projection Outputs  Fertility Indicators  Births  Child-woman ratio  Crude birth rate (CBR)  Total fertility rate (TFR)  Gross reproduction rate (GRR)  Mean age of childbearing  Net reproduction rate (NRR)  Mortality Indicators  Deaths  Crude death rate (CDR)  Infant mortality rate (IMR)  Life expectancy at birth (e0)  Under five mortality rate (U5MR)  Migration Indicators  Total net international migration Population Characteristics Total population size Defined age group Population aged 0-4 Population aged 5-14 Population aged 15-64 Population aged 65+ Sex ratio Dependency ratio Median age Growth Rate Rate of natural increase (RNI) Annual growth rate (GR) Doubling time
  • 26. Detail Presentation on Projection  Full information of how the projections were made:  Assumptions and analytic series  Single ages / broad age groups  Fully discuss the choice of assumptions, methodology, results of projections,  Implied birth rate, death rate and other demographic summary measures at future dates  Outputs & implications
  • 27. What you learned from 5 sessions ?  Introduction to Demography  Fertility Measurements  Mortality Measurements & Standardization  Life Table  Age Structure, Population growth  Population estimation & projection Conclusion
  • 28. • PATAMA VAPATTANAWONG. September 16, 2014. PRRH 555: Analytical Techniques in Demography. Session 14: “Population Projection”. Institute for Population and Social Research: Mahidol University • ROWLAND, D.. 2003. Demographic Methods and Concepts. Oxford : Oxford University Press. Chapter I (p.13-44) More Readings & References