Employment outcomes for disabled people in the UK aged 16 to 64 years, with analysis by age, sex, impairment type, country, region, type of occupation and working patterns using Annual Population Survey (APS) data.

People who assessed their day-to-day activities as limited by long-term physical or mental health conditions or illnesses are considered disabled. This definition of a disabled person meets the harmonised standard for measuring disability and is in line with the Equality Act (2010).CoverageThis dataset is focused on the data for Birmingham at Ward level. Also available at LSOA, MSOA and Constituency levels.About the 2021 CensusThe Census takes place every 10 years and gives us a picture of all the people and households in England and Wales.Protecting personal dataThe ONS sometimes need to make changes to data if it is possible to identify individuals. This is known as statistical disclosure control. In Census 2021, they:

Swapped records (targeted record swapping), for example, if a household was likely to be identified in datasets because it has unusual characteristics, they swapped the record with a similar one from a nearby small area. Very unusual households could be swapped with one in a nearby local authority. Added small changes to some counts (cell key perturbation), for example, we might change a count of four to a three or a five. This might make small differences between tables depending on how the data are broken down when they applied perturbation.For more geographies, aggregations or topics see the link in the Reference below. Or, to create a custom dataset with multiple variables use the ONS Create a custom dataset tool.Population valueThe value column represents All usual residents.The percentage shown is the value as a percentage of All usual residents within the given geography.

This dataset provides Census 2021 estimates that classify usual residents in England and Wales by long-term health problems or disabilities, sex, age and level of deprivation. The estimates are as at Census Day, 21 March 2021. Age-standardisation allows for comparisons between populations that may contain proportions of different ages.

Census questions relating to disability enable different levels of detail in relation to the presence of conditions and extent of activity limitation people experience. For simplicity, we have referred to these as ‘categories’ as shown in the table below. We consider the Census 2021, 2011 and 2001 questions to be broadly comparable. However, the 2021 Census disability question changed compared with 2011 to align more closely with the Equality Act (2010). The potential influence of question changes should be considered when drawing comparisons between years, particularly for older age groups.

Age specific percentage

Age-specific percentages are estimates of disability prevalence in each age group, and are used to allow comparisons between specified age groups.

Age-standardised percentage

Age-standardised percentages are estimates of disability prevalence in the population, across all age groups. They allow for comparison between populations over time and across geographies, as they account for differences in the population size and age structure.

Details can be found here

Category

The measures of disability in each Census (2021, 2011 and 2001) enable different categorisations of responses to the question. These provide different levels of detail from the responses provided. Further information on the categories available is given in the "Questions_asked" sheet.

Count

The count is the number of usual residents in each category (disabled, non-disabled, disabled; limited a lot, disabled; limited a little, Non-disabled; with non-limiting condition, Non-disabled; no condition), sex, age group and geographic breakdown. To ensure that individuals cannot be identified in the data, counts and populations have been rounded to the nearest 5, and counts under 10 have not been included.

Disability

The definition of disability used in the 2021 Census is aligned with the definition of disability under the Equality Act (2010) . A person is considered disabled if they self-report having a physical or mental health condition or illness that has lasted or is expected to last 12 months or more, and that this reduces their ability to carry out day-to-day activities. Please see the questions asked tab to see how disability was defined in 2021.

Index of Multiple Deprivation and Welsh Index of Multiple Deprivation

National deciles and quintiles of area deprivation are created through ranking small geographical populations known as Lower layer Super Output Areas (LSOAs), based on their deprivation score from most to least deprived. They are then grouped into 10 (deciles) or 5 (quintiles) divisions based on the subsequent ranking. We have used the 2019 IMD and WIMD because this is the most up-to-date version at the time of publishing.

Population

The population is the number of usual residents of each sex, age group and geographic breakdown. To ensure that individuals cannot be identified in the data, counts and populations have been rounded to the nearest 5, and counts under 10 have not been included.

Usual resident

For Census 2021, a usual resident of the UK is anyone who, on census day, was in the UK and had stayed or intended to stay in the UK for a period of 12 months or more or had a permanent UK address and was outside the UK and intended to be outside the UK for less than 12 months.

Labour market status of disabled people, UK, published quarterly, non-seasonally adjusted. Labour Force Survey. These are official statistics in development.

The aim of this publication is to provide information about the key differences in healthcare between people with a learning disability and those without. It contains aggregated data on key health issues for people who are recorded by their GP as having a learning disability, and comparative data about a control group who are not recorded by their GP as having a learning disability. Six new indicators were introduced in the 2022-23 reporting year for patients with and without a recorded learning disability. These relate to: • Patients with an eating disorder • Patients with both an eating disorder and autism diagnosis • Patients with a diagnosis of autism who are currently treated with antidepressants More information on these changes can be found in the Data Quality section of this publication. Data has been collected from participating practices using EMIS and Cegedim Healthcare Systems GP systems.

Abstract copyright UK Data Service and data collection copyright owner. The Health Survey for England, 2000-2001: Small Area Estimation Teaching Dataset was prepared as a resource for those interested in learning introductory small area estimation techniques. It was first presented as part of a workshop entitled 'Introducing small area estimation techniques and applying them to the Health Survey for England using Stata'. The data are accompanied by a guide that includes a practical case study enabling users to derive estimates of disability for districts in the absence of survey estimates. This is achieved using various models that combine information from ESDS government surveys with other aggregate data that are reliably available for sub-national areas. Analysis is undertaken using Stata statistical software; all relevant syntax is provided in the accompanying '.do' files. The data files included in this teaching resource contain HSE variables and data from the Census and Mid-year population estimates and projections that were developed originally by the National Statistical agencies, as follows:The main data file, 'hse_data.dta', is a reduced version of the HSE for 2000 and 2001. In order to combine data from two years of the HSE in a consistent way some changes have been made to the weights in each year. Additionally, some recoding of the limiting long term illness (LLTI), disability and the age variable has also been undertaken.File 'practical_1_task_5_data.dta' contains population counts and model mobility disability rates (estimated during practical 1) distinguishing single year of age and sex for the six case study districts.File 'practical_2_data.dta' contains the aggregate data required for Practical 2, including age- and sex-specific rates of LLTI (Census) for six UK case study districts, age- and sex-specific rates of mobility disability for England (HSE), and population counts for the six districts.File 'pop_data_practical_3.dta' contains population counts for the six districts (by age, sex and LLTI status) required for practical 3The original HSEs for 2000 and 2001 are held at the UK Data Archive under SNs 4628 and 4912 respectively. Full details of the recoding of HSE variables and how the aggregate data was produced can be found in the data documentation. This unrestricted access data collection is freely available to download under an Open Government Licence from the UK Data Service. Note that the files should be unzipped/saved to the C: drive of the computer to be used; all syntax assumes files are saved at this location. Main Topics: The main HSE file, 'hse_data.dta', contains 12 variables and 28,451 cases. The file includes the boosted sample of older people in care/residential homes from the HSE 2000. All the variables in the file are at individual level and are almost all are categorical, often indicating whether or not a respondent has a limiting illness or a particular type of disability. The disability types covered include mobility, personal care, sight and hearing disability as well as a measure of overall disability. See documentation for details. Compilation or synthesis of existing material The original HSE was conducted using Face-to-face interview; Self-completion; Clinical measurements and Physical measurements.

The protected characteristics of disabled and non-disabled people in England and Wales, using Census 2021 data. Data estimates provided are as on Census Day, 21 March 2021.

To ensure that individuals cannot be identified in the data, counts and populations have been rounded to the nearest 5, and counts under 10 have not been included. All figures are individually rounded. Totals may not sum exactly because of this rounding.

Age groups are based on an individual's age on their last birthday, as of Census Day, 21 March 2021. The age groups used reflect the European Standard Population (2013).

Age-standardised percentage

The age-standardised percentage of disabled people is that which would have occurred if the observed age-specific percentage of disability had applied in the European Standard Population (ESP).

Age-specific percentage

Age-specific percentage is calculated for each age group:

Mk = (dk / pk) x 100%

where:

Mk = percentage of disabled people in age group k

dk = the number of disabled people in age group k

pk = Census 2021 population in age group k

k = age group

Category

The measures of disability, ethnic group, legal partnership status, religion or sexual orientation in Census 2021 enable different categorisations of responses to the question. These provide different levels of detail from the responses provided.

Count

The count is the number of usual residents in each category (Disabled, Non-disabled, Disabled; limited a lot, Disabled; limited a little, Non-disabled; with non-limiting condition, Non-disabled; no condition), sex, age group and geographic breakdown. To ensure that individuals cannot be identified in the data, counts and populations have been rounded to the nearest 5, and counts under 10 have not been included..

Disability

The definition of disability used in the 2021 Census is aligned with the definition of disability under the Equality Act (2010). A person is considered disabled if they self-report having a physical or mental health condition or illness that has lasted or is expected to last 12 months or more, and that this reduces their ability to carry out day-to-day activities. The detailed response categories are:

• Non-disabled; no condition.
• Non-disabled; with non-limiting condition.
• Disabled; limited a little.
• Disabled; limited a lot.

Ethnic group

The ethnic group that the person completing the census feels they belong to. This could be based on their culture, family background, identity, or physical appearance. There were two stages to the ethnic group question. The respondent identifies first through one of the following high-level options before selecting a tick-box:

• Asian, Asian British, or Asian Welsh
• Black, Black British, Black Welsh, Caribbean or African
• Mixed or Multiple
• White
• Other ethnic group

Following this, respondents could choose 1 out of 19 tick-box response categories, including write-in response options.

Legal partnership status

Classifies a person according to their legal marital or registered civil partnership status on Census Day, 21 March 2021. The six categories are:

• Civil partnership.
• Divorced or formerly in a civil partnership.
• Married.
• Never married and never registered a civil partnership.
• Separated, but still legally married or still legally in a civil partnership.
• Widowed or surviving partner from a civil partnership.

Population

The population is the number of usual residents of each sex, age group and geographic breakdown. These have been rounded.

Religion

The religion people connect or identify with (their religious affiliation), whether or not they practise or have belief in it. The nine categories are:

• No religion.
• Christian (including Church of England, Catholic, Protestant and all other Christian denominations).
• Buddhist.
• Hindu.
• Jewish.
• Muslim.
• Sikh.
• Other religion.
• Not answered.

Sexual orientation

Sexual orientation is an umbrella term covering sexual identity, attraction, and behaviour. For an individual respondent, these may not be the same. The five categories are:

• Straight or heterosexual.
• Gay or lesbian.
• Bisexual.
• All other sexual orientations.
• Not answered.

Usual resident

For Census 2021, a usual resident of the UK is anyone who, on census day, was in the UK and had stayed or intended to stay in the UK for a period of 12 months or more or had a permanent UK address and was outside the UK and intended to be outside the UK for less than 12 months.

The Labour Market Indicators spreadsheet for boroughs and regions will no longer be updated from March 2015. The final version from March 2015 will still be available to download at the bottom of this page. Most of the data is available within datasets elsewhere on the Datastore.

Workforce Jobs
Unemployment
Model based Unemployment for Boroughs
Claimant Count rates for Boroughs and Wards
Employment Rate Trends
Employment rates by Gender, Age and Disability
Number of Self Employed, Full and Part Time Employed
Employment by Occupation
Employment by Industry
Employment, Unemployment, Economic Activity and Inactivity Rates by Disability
Employment by Ethnicity
Economic Inactivity by Gender and Reason
Qualifications of Economically Active, Employed and Unemployed
Qualification levels of working-age population
Apprenticeship Starts and Achievements
Young People Not in Employment, Education or Training (NEET), Borough
19 year olds Qualified to NVQ Level 3
GCE A level examination results of 16-18 year olds
GCSE Results by Pupil Characteristics
People Claiming Out-of-Work Benefits
People Claiming Incapacity Benefit
Children Living in Workless Households
Gross Value Added, and Gross Disposable Household Income
Earnings by place of residence
Earnings by place of work
Business Demographics
Employment projections by sector
Jobs Density
Population Estimates
Population Migration

Core Indicators

Number of London residents of working age in employment
Employment rate
Number of male London residents of working age in employment
Male employment rate
Number of female London residents of working age in employment
Female employment rate
Workforce jobs
Jobs density
Number of London residents of working age who are economically inactive
Economic inactivity rate
Number of London residents aged 16+ who are unemployed (model based)
Proportion of London residents aged 16+ who are unemployed (model based)
Claimant unemployment
Claimant Count as a proportion of the working age population
Incidence of skill gaps (Numbers and rates)
GCSE (5+ A*–C) attainment including English and Maths
Number of working age people in London with no qualifications
Proportion of working age people in London with no qualifications
Number of working age people in London with Level 4+ qualifications
Proportion of working age people in London with Level 4+ qualifications
Number of people of working age claiming out of work benefits
Proportion of the working age population who claim out of work benefits
Number of young people aged 16-18 who are not in

Indicators from the Opinions and Lifestyle Survey (OPN) related to the impact of cost of living on behaviours and health, with breakdowns by different population groups.

This analysis includes differences in unpaid care by protected characteristics across England and Wales, also includes changes since the 2011 Census.

Counts have been rounded to the nearest 5, and these rounded counts were used to calculate age-standardised and age-specific percentages; this a statistical disclosure control method.

Country and region are based on 2021 boundaries.

All figures are individually rounded; totals may not sum exactly because of this rounding.

Data represent usual residents aged 16 years and over. The data used to create these tables have been adjusted to avoid the release of confidential data.

Age-specific percentage

Age-specific percentages are used to allow comparisons between specified age groups.

Age-standardised percentage

Age-standardised percentages (ASPs) allow for comparison between populations over time and across geographies, as they account for differences in the population size and age structure. The 2013 European Standard Population is used to standardise percentages.

_Confidence interval _

The lower and upper 95% confidence limits form a confidence interval (CI), which is a measure of the statistical precision of an estimate and shows the range of uncertainty around the figure. As a general rule, if the CI around one figure overlaps with the interval around another, we cannot say with certainty that there is more than a chance difference between the two figures.

Unpaid carer

In 2021: A person is a provider of unpaid care if they look after or give help or support to anyone because of long-term physical or mental health conditions or illnesses, or problems related to old age.

In 2011: A person is a provider of unpaid care if they look after, give help or support to family members, friends, neighbours or others because of long-term physical or mental ill-health/disability, or problems related to old age.

In 2011 and 2021, this does not include any activities as part of paid employment. No distinction is made about whether any care that a person provides is within their own household or outside the household. A person can only be classified as an unpaid carer if they are aged 5 years or over.

More details can be found here

Usual resident

For Census 2021, a usual resident of the UK is anyone who, on Census Day, was in the UK and had stayed or intended to stay in the UK for a period of 12 months or more or had a permanent UK address and was outside the UK and intended to be outside the UK for less than 12 months.

Legal partnership status

Classifies a person according to their legal marital or registered civil partnership status on Census Day 21 March 2021.

It is the same as the 2011 census variable "Marital status" but has been updated for Census 2021 to reflect the revised Civil Partnership Act that came into force in 2019.

In Census 2021 results, "single" refers only to someone who has never been married or in a registered civil partnership.

More details can be found here

Sexual orientation

Sexual orientation is an umbrella term covering sexual identity, attraction, and behaviour. For an individual respondent, these may not be the same. For example, someone in an opposite-sex relationship may also experience same-sex attraction, and vice versa. This means the statistics should be interpreted purely as showing how people responded to the question, rather than being about whom they are attracted to or their actual relationships.

Ethnic group

The ethnic group that the person completing the census feels they belong to. This could be based on their culture, family background, identity or physical appearance.

In 2011, respondents could choose 1 out of 18 tick-box response categories. In 2021 respondents could choose 1 out of 19 tick-box response categories as a new Roma category was added next to the Gypsy or Irish Traveller tick-box within the White category.

Disability

The definition of disability used in the 2021 Census is aligned with the definition of disability under the Equality Act (2010). A person is considered disabled if they self-report having a physical or mental health condition or illness that has lasted or is expected to last 12 months or more, and that this reduces their ability to carry out day-to-day activities. The measures of disability in each Census (2021, 2011 and 2001) enable different categorisations of responses to the question. These provide different levels of detail from the responses provided. Details can be found here

Religion

The religion people connect or identify with (their religious affiliation), whether or not they practise or have belief in it.

This question was voluntary, and the variable includes people who answered the question, including "No religion", alongside those who chose not to answer this question.

This variable classifies responses into the eight tick-box response options. Write-in responses are classified by their "parent" religious affiliation, including "No religion", where applicable.