Constructing population time series with an ethnic breakdown for sub-national areas in England and Wales, 1991-2001 Albert Sabater PhD student at CCSR University of Manchester [email protected] CCSR Seminars 2007 27 th March 2007
Mar 28, 2015
Constructing population time series with an ethnic breakdown for sub-national areas in England and Wales, 1991-2001
Albert Sabater
PhD student at CCSRUniversity of Manchester
CCSR Seminars 2007
27th March 2007
Motivation
Constructing population time series with an ethnic breakdown for sub-national areas in England and Wales, 1991-2001
-Can we say that York’s Indian population is growing without taking into account boundary changes?
-Can we say that Birmingham’s Caribbean population is ageing without taking into account different treatment of undercount?
-Can we compare published statistics by ethnic group from 1991 and 2001 census output without adjustments?
Summary
1. Aim
2. Problems
3. Research strategy
4. Some results
5. Dissemination of data
Constructing population time series with an ethnic breakdown for sub-national areas in England and Wales, 1991-2001
1. Full population estimates for 1991 and 2001, age, sex, ethnic group, using 2001 Census boundaries
2. Analysis of population change between 1991 and 2001
Detail: Age: 91 categoriesSex: 2 categories Ethnic group: 10 (1991) and 16 (2001)
Aim
Mid-1991 small area population estimates
Districts
Wards
Output Areas
Mid-2001 small area population estimates
Districts
Wards
Output Areas
Problems
Problem 4Boundary changes
Problem 3Ethnic group and age categories
Problem 2Treatment of non-response
Problem 1Population definition
-Enumeration of students
-Timing adjustment
1991 2001
• Data linked: 1971-1981-1991 Censuses• Geographies: wards and levels above in E&W and
Scotland• Correction for students and timing transfer• Allowance of non-response (missing million from EwC)• Ethnic groups: White, Asian, Black and Other
Previous work: Linking Censuses Through Time (LCT)
LCT constraints by ethnic group: • Not cross-tabulated by age and sex• Non-response not updated with latest ONS MYEs• Non-response not differential by ethnic group
Revising 1991 MYEs without ethnic group
1991 EwC MYE = census + undercount + timing adjustment + student transfer
From 1991 Enumeration Districts to 2001 Output AreasSTEP 1
PART 1. EwC data (EWCPOP for EDs)
Boundary change 1991 2001Source geography Target geography
No (direct allocation)
Yes (multiple allocation)
Yes (multiple allocation with intersection)
Area 1 Zone 1
Zone 2
Area 2
Area 3
Area 4
Area 5Zone 3
Zone 4
Weight*0.6*0.4
Using Geographical Conversion Tables
Revising 1991 MYEs without ethnic group
PART 1. EwC data (EWCPOP for EDs) &ONS data (revised MYEs for Districts)
1991 EwC MYE = census + undercount + timing adjustment + student transfer
From 1991 Enumeration Districts to 2001 Output AreasSTEP 1
Aggregation to 2001 Districts ONS revised 1991District MYE
Revision of 1991 undercount
STEP 2
Revision of 1991 undercount after 2001
Downwards -350K
Revising 1991 MYEs without ethnic group
1991 EwC MYE = census + undercount + timing adjustment + student transfer
From 1991 Enumeration Districts to 2001 Output AreasSTEP 1
Aggregation to 2001 Districts ONS revised 1991District MYE
Revision of 1991 undercount
STEP 2
Derive single year of ageSTEP 3
PART 1. EwC data (EWCPOP for EDs) &ONS data (revised MYEs for Districts)
Revising 1991 MYEs by ethnic group
1991 Census = SOCPOP
PART 2. EwC data (SOCPOP for wards) &Previous estimate (PART 1 for OAs)
Share SOCPOP from 1991 wards to 1991 Enumeration DistrictsSTEP 1
From 1991 Enumeration Districts to 2001 Output AreasSTEP 2
Scale to 1991 revised MYE without ethnic groupSTEP 3
Add student adjusmentSTEP 4
OPTION 1
Addition & Removal:2001 term-time students
OPTION 2
Addition & Removal: 1991 resident population
OPTION 3
Addition & Removal:Net impact only on
White students
OPTION 4
Addition: 2001 term-time students
Removal: 1991 resident population
1991 ethnic group student adjustment
Total Net impact = Students added + Students removed
Using EwC data (by age and sex for EDs)
Ethnic group dimension
Percentage distribution between ethnic groups of those aged 20-24
Ethnic group PopulationThis address Other address
1 White 93.1 85.8 93.82 Black Caribbean 1.1 1.1 0.33 Black African 0.5 1.3 0.34 Black other 0.4 0.5 0.25 Indian 1.8 3.8 2.66 Pakistani 1.1 2.1 0.67 Bangladeshi 0.3 0.4 0.28 Chinese 0.5 2 0.79 Other-Asian 0.5 1.6 0.410 Other-other 0.7 1.3 0.8
Total N=100% 121,820 16,642 7,076
Students: term-time address:
Source: 1991 SAR
Revising 1991 MYEs by ethnic group
1991 Census = SOCPOP
PART 2. EwC data (SOCPOP for wards) &Previous estimate (PART 1 for OAs)
Share the SOCPOP from 1991 wards to 1991 Enumeration DistrictsSTEP 1
From 1991 Enumeration Districts to 2001 Output AreasSTEP 2
Scale to 1991 revised MYE without ethnic groupSTEP 3
Add student adjusmentSTEP 4
Derive single year of ageSTEP 5
From 2001 Output Areas to wards and DistrictsSTEP 6
2001 MYEs by ethnic group
2001 One Number Census
Timing adjustment
ONS data from experimental statistics (for Districts)
STEP 1
2001 timing – England ‘9 weeks April 29 to June 30’
Births DeathsMigration
2001 MYEs by ethnic group
2001 One Number Census
Timing adjustment
ONS data from experimental statistics (for districts) & non-response imputation rates
STEP 1
Extra non-response ONS imputation ratesSTEP 2
2001 extra non-response using ONS imputation rates
2001 extra non-response in Birmingham
ONS imputation rates ONS experimental statistics
2001 ST wards
Output Areas
2001 One Number Census
Timing adjustment
Extra non-response ONS imputation rates
STEP 4
STEP 1
STEP 2
STEP 3
ONS data from experimental statistics (for districts) & non-response imputation rates
2001 MYEs by ethnic group
Population change 1991-2001 for Districts in E&W
Censuses 1991 and 2001 as published Full estimate with 2001 boundaries
Population Change: Decrease Increase, 0-10% Increase, >10%
3.1 -3 2.4 2.4 -0.4 -0.4 -0.4 -0.4
2.7 -2.4 -2.4 0.7 2.4 2.4 2.4 -0.4 -1.3 -1.3
0.3 0.3 9.4 9.4 2.3 2.3 2.4 -4.2 -4.2 -4.2 -1.3 -1.3
-2.2 -2.2 -2.3 -1 -4.2 -4.2 -3.1 -3.1 -3.1 -3.1
-2.6 -2.6 2.1 -3.7 -1 3.9 9.2 9.2 -3.1 -3.1
-1.5 -1.5 -3.7 -3.7 -1.1 -1.1 -4 -4 -1.9 -1.9 2.6 2.6
2.4 8.3 8.3 8.3 5.8 5.8 7.5 9.2 9.2 9.2 6.2 6.2 6.2 6.7 2.6 2.6
-2.5 -2.5 -2.5 2.4 3.4 3.4 2.8 4.3 4.8 4.8 5.2 5.2 5.2 5.2 9.3 9.3 9.3 10 -4.1 -4.1 -4.1 -4.1
0.2 0.2 1.8 1.8 4.2 4.2 2.8 2.8 3.9 3.9 -1.8 -1.8 5.2 5.2 5.2 5.2 5.2 5.2 0.1 0.1 -4.1 -4.1
-2.2 -0.7 -1.3 -1.3 -0.5 -0.5 1.1 1.1 0.6 0.6 0.6 0 1.6 1.6 2.4 2.4 5.2 5.2 5.2 5.2 5.2 5.2 7.5 7.5 7.6 7.6 -4.1 -4.1
-2.2 -2.2 -0.7 -0.7 -1.3 -1.3 -0.5 -0.5 1.1 1.1 2 2 1.6 1.6 2.4 2.4 2.4 2.4 2.4 2.4 4.2 1.4 1.4 1.4 -0.6 -0.6 7.6 7.6 -4.1 -4.1
-2.2 -2.2 -2.8 -2.8 -0.5 -0.5 1.1 1.1 2 2 -2 -2 0.4 0.4 0.5 0.5 2.4 2.4 4.2 4.2 1.4 1.4 1.4 1.4 -0.6 -0.6 7.6 7.6 -4.1 -4.1
-2.2 -2.2 -2.8 -2.8 -0.5 -3 -3 -3 -2 -2 -1.5 -1.5 0.4 0.4 0.5 0.5 4.2 4.2 4.2 4.2 2.5 2.5 -1.3 -1.3 -0.6 -0.6 7.6 0.3
-2.8 -2.8 -2.8 -2.8 -3 -3 -2 -2 -0.5 -0.5 -1.5 -1.5 -1.5 -1.5 4.2 4.2 2.5 2.5 2.5 2.5 2.5 2.5 -1.3 -1.3 -1.3 -1.3 0.3 0.3 -1.1 -1.1
-5.5 -5.5 -5.5 -5.5 -2.8 -2.8 -1.8 -1.8 -1.8 -1.8 -2 -2 -0.5 -0.5 -0.5 -0.5 -0.6 -0.6 2.5 2.5 2.5 2.5 -1.6 -1.6 -1.6 -1.6 -1.6 -1.6 1.4 1.4 1.4 1.4 -1.1 -1.1
-5.5 -5.5 -5.5 -5.5 -4.8 -4.8 4.4 4.4 4.4 4.4 -2 -2 -0.5 -0.5 5.1 5.1 1.6 1.6 -2.3 -2.3 3 3.3 3.3 3.6 3.6 3.6 1.4 1.4 1.4 1.4 12 12
0.9 0.9 6.9 6.9 6.9 6.9 -0.9 -0.9 -0.9 -0.9 3 3 4.1 4.1 3.7 3.7 0.6 0.6 3 3 6.2 6.2 8.2 8.2 8.4 8.4 3.7 3.7 4.3 4.3 3.9 3.9 13 12 12 0.7 8.7 8.7
5.1 5.1 2 2 7.4 7.4 2.5 2.5 2.5 -1 -1 -1 7 7 3.7 3.7 14 14 1.3 1.3 1.3 1.3 4.2 4.2 8.2 8.2 3.7 3.7 3.7 3.7 4.4 4.4 3.9 13 8.1 8.1 0.7 0.7 3.6 3.6
5.1 5.1 12 8.1 7.7 7.7 0 0 -2.8 -2.8 -2.2 -2.2 -2.2 -2.2 0.8 0.8 0.5 0.5 9.1 13 13 8.5 6.1 9.7 15 15 14 14 4.7 4.7 18 18 19 19 1.3 7.1 7.1 11 11 0.2 5.3 5.3
4.8 4.8 14 14 -1.6 -1.6 -2.8 -2.8 -2.8 -2.8 -2.2 -2.2 0.8 0.8 0.8 0.8 6.3 6.3 7.4 7.4 6.9 13 13 0.2 8.9 8.9 8.9 2 2 2 7.4 7.4 7.4 21 21 12 4.9 4.9 0.2 0.2 6.6 6.6
-3.4 -3.4 3.3 3.3 14 14 -1.6 -1.6 0 0 -2.4 -2.4 -2.4 -2.4 0.8 0.8 0.8 0.8 1.8 1.8 7.8 7.8 3.4 3.4 7.4 7.4 10 10 10 11 11 11 4.3 4.3 6.1 6.1 6.3 11 11 11 8.9 8.9 8.9 11 11 11
3.3 3.3 4.6 4.6 -1.6 -1.6 0 0 -2.4 -2.4 0.8 0.8 0.8 0.8 2.2 2.2 1.8 1.8 7.8 7.8 17 17 7.4 7.4 6.3 6.3 2.1 2.1 2.1 4.3 5.7 5.7 11 11 5.5 5.5 3.2 3.2 3.2 13
3.3 3.3 3.3 3.3 5.8 4 1.9 1.9 0 0 0 -2.4 0.8 0.8 0.8 0.8 2.2 2.2 3.7 3.7 14 12 17 17 4.3 4.3 5.8 6.9 7.2 7.2 6.2 6.2 6.2 6.2 6.2 6.2 7 7 5.2 5.2 12 2.8 2.8 2.8 1.2 4.1
20 20 4.5 4.5 4.5 4.5 9.5 9.5 3.7 3.7 0.8 0.8 0.8 0.8 -0.3 -0.3 -0.3 -0.3 2.2 2.2 8.2 8.2 12 12 14 14 4.3 5.8 7.2 7.2 7.3 7.3 7.3 7.3 3.3 3.3 3.3 3.3 -3.1 -3.1 12 12 0.1 0.1 1.2 1.2 4.1 4.1
1 1 3 3 3 3 6.2 6.2 6.2 6.2 9.5 9.5 4.7 4.7 14 14 6 6 11 11 0.9 0.9 5.9 5.9 6 6 14 14 2.7 2.7 7.2 7.2 17 17 17 17 7.6 7.6 12 12 3.3 3.3 9 9 9 9 -2.2 -2.2
1 3 -5.5 -5.5 -3.1 -3.1 6.4 6.4 2.9 2.9 6.2 6.2 4.2 4.2 8.3 8.3 8 8 6.8 6.8 8.9 8.9 5.2 23 23 23 -0.7 -0.7 2.7 2.7 11 11 11 11 7.6 7.6 12 12 15 15 15 15 7.1 7.1 7.1 7.1 -2.2 -2.2
0.2 0.2 -0.3 -0.3 -0.2 -0.2 0.4 0.4 2.9 2.9 12 12 12 1.3 1.3 1.3 1.3 1.3 12 12 5.5 5.5 5.2 5.2 7.4 7.4 2.7 2.7 4.8 4.8 7.9 7.9 11 11 14 4.5 4.5 38 22 22 22 15 4.1 4.1 4.1 1 -2.2 -2.2
0.2 0.2 0.2 0.2 -0.3 -0.3 -0.2 -0.2 7.1 7.1 7.1 7.1 1.3 1.3 1.3 1.3 6.7 6.7 5.5 5.5 5.8 5.8 5.8 11 11 11 1.6 1.6 4.8 4.8 7.9 12 14 14 9.4 9.4 12 12 12 12 4.1 4.1 1 1 1 1
-2.7 -2.7 -2.7 -2.7 -0.3 -0.3 7.1 7.1 7.1 7.1 6.3 6.3 6.3 6.3 6.7 6.7 6.7 6.7 6.8 6.8 8 8 14 14 8.9 8.9 4.8 4.8 7.9 7.9 12 12 3.1 3.1 9.4 9.4 9.4 12 1.6 1.6 1.6 1.6 3.6 3.6 6.1 6.1 9.4 2.7
-0.2 -0.2 -0.2 -0.2 1.7 1.7 11 8.3 8.3 8.8 8.8 8.8 9.6 9.6 9 9 5.5 5.5 14 14 1.7 1.7 2.5 2.5 5.5 5.5 5.5 10 3.1 3.1 3.1 3.1 7.2 7.2 7.2 7.2 1.6 1.6 8.4 8.4 2.1 6.1 9.4 9.4 2.7 2.7
3.4 3.4 9.4 9.4 6.6 6.6 19 6.5 10 10 11 11 1 1 1 1 6.1 6.1 5.5 5.5 5.5 5.5 10 10 12 12 12 12 7.2 7.2 5.5 5.5 4 4 2.1 2.1 5.2 5.2 1.3 1.3
6.3 13 8.7 8.5 8.5 8.5 8.2 8.2 4.7 4.1 6.5 9.2 5.7 5.7 10 10 3.2 5.6 5.6 5.6 3.5 3.5 6.6 6.6 0.1 0.1 6.4 6.4 6.4 6.4 5.5 5.5 5.5 5.5 5.7 4 4 4 11 11
12 12 8.7 8.7 14 14 4.2 4.7 4.1 4.1 10 10 5.7 5.7 9.6 9.6 7 7 5.2 5.2 2.6 2.6 1.7 1.7 7.5 7.5 6.8 6.8 4.6 4.6 0.4 0.4 5.7 5.7 5.3 5.3
6.3 11 11 9.1 -1.1 -1.1 5.8 8.7 8.1 8.1 8.1 8.1 10 10 1.7 1.7 8.9 8.9 7 7 8.8 8.8 8.8 12 12 12 14 14 3.4 3.4 8 8 10 10 4.7 4.7
5.7 6.3 4.3 4.3 -1.1 -1.1 -1.1 5.8 -2.5 -2.5 1.5 1.5 1.5 2.8 8.4 8.4 8.4 8.4 8.4 8.4 5.5 5.5
4.8 6.4 6.7 6.7
2.8 -3 1 1 -1.3 -1.3 -1.3 -1.3
2.8 -2.1 -2.1 -0.1 1 1 1 -1.3 -2.5 -2.5
-0.5 -0.5 9 9 1.7 1.7 1 -5.2 -5.2 -5.2 -2.5 -2.5
-2.6 -2.6 -2.7 -1.6 -5.2 -5.2 -3.8 -3.8 -3.8 -3.8
-3.1 -3.1 0.7 -4.3 -1.6 3.4 2.1 2.1 -3.8 -3.8
-1.9 -1.9 -4.3 -4.3 -1.5 -1.5 -4.7 -4.7 -1 -1 4.9 4.9
1.8 3.4 3.4 3.4 4.1 4.1 6.7 8 8 8 6.3 6.3 6.3 3.8 4.9 4.9
-4.3 -4.3 -4.3 1.8 1.9 1.9 0.3 4.4 4.4 4.4 1.3 1.3 1.3 1.3 5.2 5.2 5.2 10 -4.6 -4.6 -2.4 -2.4
-0.5 -0.5 1.4 1.4 3.7 3.7 0.3 0.3 3.6 3.6 -2.7 -2.7 1.3 1.3 1.3 1.3 1.3 1.3 -2.3 -2.3 -4.6 -2.4
-3.4 -2.5 -1.8 -1.8 -1.4 -1.4 -0 -0 0.8 0.8 0.8 -0.2 1.2 1.2 0.4 0.4 1.3 1.3 1.3 1.3 1.3 1.3 6.6 6.6 6.9 6.9 -5.1 -5.1
-3.4 -3.4 -2.5 -2.5 -1.8 -1.8 -1.4 -1.4 -0 -0 1.3 1.3 1.2 1.2 0.4 0.4 0.4 0.4 0.4 0.4 2.6 0.3 0.3 0.3 -1.6 -1.6 6.9 6.9 -5.1 -5.1
-3.4 -3.4 -7.1 -7.1 -1.4 -1.4 -0 -0 1.3 1.3 -2.3 -2.3 0 0 -0.3 -0.3 0.4 0.4 2.6 2.6 0.3 0.3 0.3 0.3 -1.6 -1.6 6.9 6.9 -5.1 -5.1
-3.4 -3.4 -7.1 -7.1 -1.4 -6 -6 -6 -2.3 -2.3 -2.3 -2.3 0 0 -0.3 -0.3 2.6 2.6 2.6 2.6 -1.3 -1.3 -2.3 -2.3 -1.6 -1.6 6.9 0
-7.1 -7.1 -7.1 -7.1 -6 -6 -2.3 -2.3 -1.4 -1.4 -2.3 -2.3 -2.3 -2.3 2.6 2.6 -1.3 -1.3 -1.3 -1.3 -1.3 -1.3 -2.3 -2.3 -2.3 -2.3 0 0 -1.9 -1.9
-5.8 -5.8 -5.8 -5.8 -7.1 -7.1 -2.6 -2.6 -2.6 -2.6 -2.3 -2.3 -1.4 -1.4 -0.9 -0.9 -0.9 -0.9 -1.3 -1.3 -1.3 -1.3 -2.1 -2.1 -2.1 -2.1 -2.1 -2.1 -3.8 -3.8 -3.8 -3.8 -1.9 -1.9
-5.8 -5.8 -5.8 -5.8 -5 -5 3.5 3.5 3.5 3.5 -2.3 -2.3 -1.4 -1.4 4.6 4.6 1.3 1.3 -2.9 -2.9 2.4 3.1 3.1 2.9 2.9 2.9 1.2 1.2 -3.8 -3.8 11 11
0.5 0.5 7.2 7.2 7.2 7.2 -0.4 -0.4 -0.4 -0.4 2.2 2.2 3.9 3.9 3.2 3.2 -0.7 -0.7 2.4 2.4 5.8 5.8 4.8 4.8 7.4 7.4 0.5 0.5 4.1 4.1 3.4 3.4 13 11 11 -2.1 7.4 7.4
4.6 4.6 0.7 0.7 6.6 6.6 1 1 1 -1.2 -1.2 -1.2 6.1 6.1 3.2 3.2 12 12 3.5 3.5 3.5 3.5 3.6 3.6 4.8 4.8 0.5 0.5 0.5 0.5 1.9 1.9 3.4 13 7.2 7.2 -2.1 -2.1 2.6 2.6
4.6 4.6 8.9 7 6.2 6.2 -3.2 -3.2 -4.2 -4.2 -3 -3 -3 -3 -2 -2 0.1 0.1 8.9 13 13 5.5 5.6 4.8 14 14 14 14 4.6 4.6 18 18 3.1 3.1 -2.7 6.3 6.3 10 10 -1 4.2 4.2
4.1 4.1 12 12 -3.6 -3.6 -4.2 -4.2 -4.2 -4.2 -3 -3 -2 -2 -2 -2 5.8 5.8 7.4 7.4 6.2 12 12 0.3 7.6 7.6 7.6 2.1 2.1 2.1 7 7 7 21 21 11 4.2 4.2 -1 -1 1.7 1.7
-1.9 -1.9 1.6 1.6 12 12 -3.6 -3.6 -0.9 -0.9 -2.7 -2.7 -2.7 -2.7 -2 -2 -2 -2 1.2 1.2 5.6 5.6 3.1 3.1 7 7 9.1 9.1 9.1 9.4 9.4 9.4 4.2 4.2 5.4 5.4 5.5 11 11 11 6.6 6.6 6.6 10 10 10
1.6 1.6 4.1 4.1 -3.6 -3.6 -0.9 -0.9 -2.7 -2.7 -2 -2 -2 -2 -0.4 -0.4 1.5 1.5 5.6 5.6 19 19 7 7 4.9 4.9 2.3 2.3 2.3 4.2 4 4 10 10 5.1 5.1 2.4 2.4 2.4 13
1.6 1.6 1.6 1.6 5.4 3.8 1.3 1.3 -0.9 -0.9 -0.9 -2.7 -2 -2 -2 -2 -0.4 -0.4 3 3 15 12 19 19 3.5 3.5 5 7.3 7.3 7.3 6.6 6.6 6.6 6.6 6.6 6.6 6.7 6.7 4.6 4.6 11 2.5 2.5 2.5 -0.5 4.2
14 14 3.5 3.5 3.5 3.5 9 9 3.2 3.2 -2 -2 -2 -2 -0.4 -0.4 -0.4 -0.4 -0.4 -0.4 6.8 6.8 6.3 6.3 13 13 3.5 5 7.3 7.3 6.9 6.9 6.9 6.9 2.8 2.8 2.8 2.8 -3.1 -3.1 11 11 -0.2 -0.2 -0.5 -0.5 4.2 4.2
0.5 0.5 2.3 2.3 2.3 2.3 5.6 5.6 5.6 5.6 9 9 3.2 3.2 12 12 5.6 5.6 11 11 0 0 5.8 5.8 5.2 5.2 13 13 3.5 3.5 7.3 7.3 12 12 12 12 4.4 4.4 12 12 2.8 2.8 9 9 9 9 -2.7 -2.7
0.5 2.3 -5.7 -5.7 -3.7 -3.7 6 6 1.6 1.6 5.6 5.6 3.8 3.8 6.2 6.2 8.2 8.2 2.8 2.8 7.4 7.4 3.3 5.1 5.1 5.1 -0.2 -0.2 3.5 3.5 12 12 12 12 4.4 4.4 12 12 15 15 15 15 6.5 6.5 6.5 6.5 -2.7 -2.7
-2.7 -2.7 -1.3 -1.3 -0.6 -0.6 -0.1 -0.1 1.6 1.6 11 11 11 -0.5 -0.5 -0.5 -0.5 -0.5 11 11 5 5 3.3 3.3 6.9 6.9 2 2 4.8 4.8 8.3 8.3 12 12 13 9.9 9.9 37 21 21 21 15 3.1 3.1 3.1 0.3 -2.7 -2.7
-2.7 -2.7 -2.7 -2.7 -1.3 -1.3 -0.6 -0.6 4.4 4.4 4.4 4.4 -0.5 -0.5 -0.5 -0.5 3.7 3.7 5 5 4.1 4.1 4.1 7.3 7.3 7.3 2.9 2.9 4.8 4.8 8.3 10 13 13 7.2 7.2 13 13 13 13 3.1 3.1 0.3 0.3 0.3 0.3
-3.2 -3.2 -3.2 -3.2 -1.3 -1.3 4.4 4.4 4.4 4.4 5.4 5.4 5.4 5.4 3.7 3.7 5 5 2.8 2.8 6.5 6.5 14 14 5.1 5.1 4.8 4.8 8.3 8.3 10 10 3.7 3.7 7.2 7.2 7.2 13 0.9 0.9 0.9 0.9 2.7 2.7 6 6 4.5 0.5
-0.6 -0.6 -0.6 -0.6 1 1 9.9 7.6 7.6 6.8 6.8 6.8 9.4 9.4 8.2 8.2 5.2 5.2 12 12 1 1 2.3 2.3 5.9 5.9 4.6 9.5 3.7 3.7 3.7 3.7 5.9 5.9 5.9 5.9 0.9 0.9 7.3 7.3 1.5 6 4.5 4.5 0.5 0.5
3.1 3.1 7.7 7.7 5.9 5.9 16 6.6 8.6 8.6 9 9 -0.1 -0.1 -0.1 -0.1 3 3 5.9 5.9 4.6 4.6 9.5 9.5 12 12 12 12 5.9 5.9 6.1 6.1 3 3 1.5 1.5 3.6 3.6 0.2 0.2
6.1 12 8.1 6.8 6.8 6.8 7.3 7.3 2.7 3.3 6.6 8.5 5.4 5.4 5.8 5.8 3.8 5.2 5.2 5.2 3.8 3.8 7.9 7.9 -0.4 -0.4 6.7 6.7 6.7 6.7 6.1 6.1 6.1 6.1 5.5 3 3 3 11 11
11 11 6.6 6.6 6.1 6.1 2.9 2.7 3.3 3.3 7.2 7.2 5.4 5.4 9.1 9.1 0.7 0.7 4.6 4.6 0.5 0.5 1.4 1.4 7.1 7.1 6 6 2.5 2.5 -0.1 -0.1 5.5 5.5 3.2 3.2
5.7 10 10 9.1 -4.1 -4.1 4.9 6.6 4 4 4 4 7.2 7.2 0.3 0.3 8.6 8.6 0.7 0.7 8.1 8.1 8.1 11 11 11 14 14 2.8 2.8 7.1 7.1 6.5 6.5 3.3 3.3
5.1 5.7 2.9 2.9 -4.1 -4.1 -4.1 4.9 -2.4 -2.4 0.5 0.5 0.5 2 3.9 3.9 3.9 3.9 3.9 3.9 4.6 4.6
6.5 5.8 5.6 5.6
Note: Base map created by Danny Dorling and Helen Durham
Ethnic group Census Full population1991 and 2001 2001 Timing Students estimate withas published boundaries and transferred to 2001
non-response term-time address boundaries1 White
-8.82% -9.82% -10.29% -10.21% -10.67%2 Caribbean
6.84% 6.30% -9.60% 5.99% -9.82%3 African
121.84% 120.68% 90.48% 106.57% 80.38%4 Indian
9.19% 9.15% 3.34% 7.42% 1.81%5 Pakistani
57.41% 57.35% 51.38% 55.22% 49.44%6 Bangladeshi
63.64% 63.63% 57.37% 61.27% 55.23%7 Chinese
54.01% 53.22% 44.91% 39.75% 33.14%8 Other
92.16% 91.11% 67.62% 86.94% 64.44%Total
1.71% 0.78% -1.35% 0.12% -1.98%
Impact of adjustments
Population change 1991-2001
Birmingham
Detail: Age: 91 categoriesSex: 2 categories Ethnic group: 10 (1991) and 16 (2001)
Mid-1991 small area population estimates
Districts
Wards
Output Areas
Mid-2001 small area population estimates
Districts
Wards
Output Areas
Mid-2001 small area population estimates
Districts
Wards
Allocation of extra non-response from ONS experimental statistics
Allocation of extra non-response using ONS imputation rates
Data summary and dissemination
Work in progress