Population Cohort Analysis
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Transcript of Population Cohort Analysis
Introduction: Population projections are the fundamental criteria of planning activities such producing land use, transportation , housing, environmental and facilities plan of future. (Wang.X. & Hofe.R.v., 2007)
Definition of Cohort: • Cohort means ‘group’ or ‘batch’ of
something (usually people) that share same characteristics (age, gender, education level, economic status etc.).
• Different group of people will have different
spefication of requirements for urban expenses budgeting, housing, educations, infrastructures and public amenities (which are the main business of urban planning)
Example of Cohort Graph and Population Growth
Demographic cohort in Greece Three type of growth pattern
Japan Population Changes over Time Malaysia Working Group Cohort
Number of Population by Gender and Age Group Malaysia, 2000 and 2010
Source: Statistic Deparment of Malaysia, 2011
Components of Cohort Survival
Model
Existing Population
Migration Rate
(In, Out)
Mortality Rate
(Death)
Fertility Rate
(Birth)
COHORT SURVIVAL/COMPONENT MODEL • A technique used to project future population, and study demography pattern of
a region, based on previous population data, trends and parameters. • Demography origanate from ancient Greek word meaning “description of people”. • Demographic study focus on population size, location, density, distribution,
movement and characteristics.
-60 -50 -40 -30 -20 -10 0 10 20 30 40 50 60 70
('000)
0-4
5-9
10-14
15-19
20-24
25-29
30-34
35-39
40-44
45-49
50-54
55-59
60-64
65-69
70-74
>75
Age Structure 2000
Male
Female
Below is the population cohort of Johor Bahru District on year 2000, based on 5 year interval and gender. Based on the 2000 population cohort (called as the base year cohort), project population of Johor Bahru for the year 2005, by using Cohort Model.
Age Male Population (MP)
in year base 2000 Female Population (FP)
in base year 2000
0-4 65,153 60,191
5-9 61,739 57,939
10-14 51,381 47,211
15-19 53,394 49,226
20-24 64,621 59,497
25-29 62,532 27,995
30-34 54,754 50,061
35-39 48,068 43,079
40-44 38,440 35,608
45-49 28,197 27972
50-54 20,046 19782
55-59 10631 11548
60-64 10062 10002
65-69 6270 6241
70-74 4179 4118
75 and above 4202 4254
Total 583,669 514,724
Total Population 1,098,393 Source: Johor Bahru District Local Plan, 2003
Age Male Population (MP)
in year base 2000 Female Population (FP)
in base year 2000
0-4 65,153 60,191
5-9 61,739 57,939
10-14 51,381 47,211
15-19 53,394 49,226
20-24 64,621 59,497
25-29 62,532 27,995
30-34 54,754 50,061
35-39 48,068 43,079
40-44 38,440 35,608
45-49 28,197 27972
50-54 20,046 19782
55-59 10631 11548
60-64 10062 10002
65-69 6270 6241
70-74 4179 4118
75 and above 4202 4254
Total 583,669 514,724
Total Population 1,098,393 Projected Population
Fertility Rate
Male/Female Survival Rate
Migrant
Data/Information Required to Run Cohort Model
FORMULA TO CALCULATE SURVIVAL RATE Sx Survival rate of cohort x on year t Pxt-1
Population of cohort x on year t-1 (previous year) Pxt
Population of cohort x on year t (studied year)
STEP 1 : Acquire Survival Rate 1. Calculate survival rate for each age cohort
for both male and female. 2. Except 0-10 years cohort, the Survival
Rate decrease when age increase. 3. Different region will have different
survival rate. For example survival rate between :
i. a poor country such Sudan, ii. a rich country such Britian, iii. a developing country such China, iv. and, a warring country such
Palestine. 4. Survival rate for each age and gender
cohort usually are provided in a region population census report by statistic department.
5. For this exercise, the survival rate are provided as in the following table
Age Male survival
rates Female survival
rates
0-4 0.99479 0.992879
5-9 0.995531 0.996572
10-14 0.995339 0.996803
15-19 0.993107 0.996576
20-24 0.991573 0.994889
25-29 0.990588 0.993757
30-34 0.987926 0.99115
35-39 0.982144 0.987182
40-44 0.971451 0.982565
45-49 0.955657 0.97499
50-54 0.930231 0.956477
55-59 0.893816 0.93254
60-64 0.830124 0.888117
65-69 0.758008 0.831622
70-74 0.558637 0.675795
75 and above 0.279319 0.337898
STEP 2 : Arrange Data in Excel 1. The male, and female population for base
year are arrange along with male and female survival rate in Excel Table.
2. Column in red are essential data needed to run cohort model.
STEP 3 : Project Population and Age Shift Concept 1. By applying the formula below, project the
population of each cohort based on their survival/mortality rate. For instance:
Where: S Survival rate of cohort Pxt
Population of cohort x on year t
The Age Shift Concept
STEP 3 : Project Population and Age Shift Concept 1. By applying the formula below, project the
population of each cohort based on their survival/mortality rate. For instance:
Where: S Survival rate of cohort Pxt
Population of cohort x on year t
In Excel 1. The above formula should be apply by
multiplying the above formula and the age shift concept.
2. For the projected year, population for the last cohort is the total projected population for the last and second last cohort.
STEP 5: Male and Female Baby 1. Below are the fertility rate of each cohort considered as fertile period for female in Johor Bahru
District. By using fertility rate of 2000 (based year female population) , we could calculate population of 0-4 cohort for 2005.
2. By utilizing the ratio of male and female population in base year, we could calculate the number of children age 0-4 years old during the projected year by gender.
3. Below is the formula to calculate ratio between male and female population:
Where: Pxt
Population of x cohort on time t Age
Age specific
fertility rates
or birth rates
0-4
5-9
10-14
15-19 0.039752
20-24 0.187693
25-29 0.248447
30-34 0.20773
35-39 0.143431
40-44 0.059273
45-49 0.006755
50-54
55-59
60-64
65-69
70-74
75 and above
Based on the given set of data, survival rate, and birth rate, in the tutorial, project the population of Johor Bahru District (JB) until year 2015 by using the projected population in year 2005 as the base year, and answer the following questions:
(5 carry marks) * Make your answer and report straight forward and as
comprehensive as possible, in Englisih.
QUESTIONS 1. What is the total projected population of JB at year
2015 and number of houses needed for JB if a single family consist of 4.3 peoples?
2. Describe and explain the population cohort shape/growth of Johor Bahru District on year 2015, is it the same with 2005?
3. In Malaysia, why cohort method did not consider the factor of migrator? (hint: look over the population census report under technical notes).
4. By utilizing the projected population cohort in year 2015, how many primary school should be provided if each primary school able to accommodate 1000 pupils? If you unable to deter, explain why and suggest improvement on this cohort model so you could use it to calculate future demand for school amenities.
5. State the formula to calculate population growth rate (refer census report), and calculate the average annual growth rate of JB for 2005-2010, 2010-2015 and compare. Why is the rate is like that?
Book Wang, X. & Hofe, R.V. ,(2007) Research Methods in Urban and Regional Planning. Springer Berlin Heidelberg, New York. ISBN 978-3-540-49657-1. Excel Maria Langer (1999) Excel 2000 for Windows; Visual Quick Start Guide, Peachpit Press (HF 5548.4 M523 L36 1999 c.1) 15 Palani Murugappan (2002) EXCEL; Functions for the daily serve, Venton publishing (HF 5548.4. M523 P36 2002 c.1) Website Japan Population Distribution based on Age. Obtained on 12 March 2012. http://japanfocus.org/-Glenda_S_-Roberts/3450 Population Changes and Trend. Obtained on 12 March 2012. http://www.prb.org/Educators/TeachersGuides/HumanPopulation/Change.aspx Greece Demography. Obtained on 12 March 2012. http://ecology90.wordpress.com/2010/11/29/social-and-demographical-changes-among-societies/
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