Context

Overall, 1846 and 1499 per lakh population had any type of disability during the survey in rural and urban areas respectively. In some places, people with disabilities are seen as wicked or deceitful, or as unable to progress to adulthood and dependent on charity and pity for assistance. In such scenarios, people with disabilities are often socially segregated, often as a results of ingrained cultural and religious attitudes toward disability.

Content

The dataset consists of 14 columns having information about people with disabilities across the country. The data is divided for all the states within India.

Inspiration

Let us all make use of power of ML and come up with various insights to dig deeper in the issue.

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.

The Mental Health and Learning Disabilities Data Set version 1 (Record Level - sensitive data inclusion). The Mental Health Minimum Data Set was superseded by the Mental Health and Learning Disabilities Data Set, which in turn was superseded by the Mental Health Services Data Set. The Mental Health and Learning Disabilities Data Set collected data from the health records of individual children, young people and adults who were in contact with mental health services.

Analysis of ‘Number of people with disabilities according to degree of disability. Municipalities with over 20,000 inhabitants’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from http://data.europa.eu/88u/dataset/https-analisi-transparenciacatalunya-cat-api-views-rcqh-tgqn on 11 January 2022.

--- Dataset description provided by original source is as follows ---

El nombre de persones amb discapacitat valorada formen part de l’Estadística de persones amb discapacitat a partir de l’explotació de la base de dades que es nodreix amb la informació registrada als serveis de valoració i orientació depenents de Direcció General de l'Autonomia Personal i la Discapacitat del Departament de Drets Socials.

La data de referència és el 31 de desembre de cada any.

Per a la preservació del secret estadístic, s’ha optat per incloure la simbologia <4 en aquelles caselles on el valor és inferior a 4.

--- Original source retains full ownership of the source dataset ---

Differences in the number and proportion of persons with and without disabilities, aged 15 years and over, by census metropolitan areas.

This annual report provides program and demographic information on the people who receive Social Security Disability Insurance Program benefits. This edition presents a series of detailed tables on the three categories of beneficiaries: disabled workers, disabled widowers, and disabled adult children. Numbers presented in these tables may differ slightly from other published statistics because all tables, except those using data from the Survey of Income and Program Participation, are based on 100 percent data files. Report for 2021.

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

This dataset presents the number of people with disabilities registered at various disability centers in Qatar from years 2016- 2023, categorized by age group and center name. It supports understanding of service distribution across age demographics and assists in planning specialized care and resources.

This dataset has been discontinued and replaced with the Mental Health Services Monthly Statistics dataset, available at https://data.gov.uk/dataset/mental-health-services-monthly-statistics

The Mental Health Minimum Data Set (MHMDS) was renamed Mental Health and Learning Disabilities Data Set (MHLDDS) following an expansion in scope (from September 2014) to include people in contact with learning disability services for the first time.

This monthly statistical release makes available the most recent Mental Health Minimum Dataset (MHMDS) data from April 2013 onwards. Further analysis to support currencies and payment in adult and older people's mental health services was added to the publication of April 2014 final data which can be found in the related links below. These changes are described in the Methodological Change paper referenced below.

As well as providing timely data, it presents a wide range of information about care given to users of NHS-funded, secondary mental health services for adults and older people ('secondary mental health services') in England.

This information will be of particular interest to organisations involved in giving secondary mental health care to adults and older people, as it presents timely information to support discussions between providers and commissioners of services. The MHMDS Monthly Report now includes the ten nationally recommended quality and outcome indicators to support the implementation of currencies and payment in mental health.

For patients, researchers, agencies and the wider public it aims to provide up to date information about the numbers of people using services, spending time in psychiatric hospitals and subject to the Mental Health Act (MHA). Some of these measures are currently experimental analysis.

The data within this dashboard shows how we are performing against our objective to support people with disability to realise their potential by:

• increasing the number of people with disability who make decisions about their supports

• preparing for the full rollout of the NDIS by July 2018.

The updated (August 2007) Disability Employment 101 guide is a comprehensive analysis of hiring employees with disabilities that includes information about how to find qualified workers with disabilities, how to put disability and employment research into practice and how to model what other businesses have done to successfully integrate individuals with disabilities into the workforce.

Latest monthly statistics on Learning Disabilities and Autism (LDA) patients from the Assuring Transformation (AT) collection and Mental Health Services Data Set (MHSDS). Data on inpatients with learning disabilities and/or autism are being collected both within the AT collection and MHSDS. There are differences in the inpatient figures between the AT and MHSDS data sets and work has been ongoing to better understand these. LDA data from MHSDS are experimental statistics, however, while impacts from the cyber incident are still present they will be considered to be management information. From April 2024, LDA MHSDS data has been collected under MHSDS version 6. From 1 July 2022, Integrated Care Boards were established within Integrated Care Systems data and replaced Sustainability and Transformation Plans (STPs). Clinical Commissioning Groups have been replaced by sub-Integrated Care Boards. Data for the AT collection is now submitted by sub-Integrated Care Boards. This has resulted in some renaming within tables and the inclusion of a new Table 5.1b with a patient breakdown by submitting organisation. Patients by originating organisation and commissioning type are still available in Table 5.1a. Data in the tables are now presented by the current organisational structures. Old organisational structures have been mapped to new structures in any time series.

The census is undertaken by the Office for National Statistics every 10 years and gives us a picture of all the people and households in England and Wales. The most recent census took place in March of 2021.The census asks every household questions about the people who live there and the type of home they live in. In doing so, it helps to build a detailed snapshot of society. Information from the census helps the government and local authorities to plan and fund local services, such as education, doctors' surgeries and roads.Key census statistics for Leicester are published on the open data platform to make information accessible to local services, voluntary and community groups, and residents. There is also a dashboard published showcasing various datasets from the census allowing users to view data for the MSOAs of Leicester and compare this with Leicester overall statistics.Further information about the census and full datasets can be found on the ONS website - https://www.ons.gov.uk/census/aboutcensus/censusproductsDisabilityThis dataset provides Census 2021 estimates that classify usual residents in England and Wales by long-term health problems or disabilities. The estimates are as at Census Day, 21 March 2021.Definition: 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).This dataset includes details for Leicester MSOAs.

A Report prepared by the European Opinion Research Group (EORG) for the Education and Culture Directorate-General. Fieldwork: Jannuary-February 2001. This report, which analyses the results of this wave of surveys, is divided into five chapters: Chapter I : Attitude of Europeans to persons with a disability Chapter II : Access for people with disabilities to services and events Chapter III : Responsibility for improving access to public places for people with disabilities Chapter IV : Awareness of Europeans regarding disabilities Chapter V : Europeans and the integration of people with disabilities

The results by volumes are distributed as follows:

• Volume A: Countries
• Volume AA: Groups of countries
• Volume A' (AP): Trends
• Volume AA' (AAP): Trends of groups of countries
• Volume B: EU/socio-demographics
• Volume B' (BP) : Trends of EU/ socio-demographics
• Volume C: Country/socio-demographics ---- Researchers may also contact GESIS - Leibniz Institute for the Social Sciences: https://www.gesis.org/eurobarometer

The Mental Health Minimum Data Set (MHMDS) was renamed Mental Health and Learning Disabilities Data Set (MHLDDS) following an expansion in scope (from September 2014) to include people in contact with learning disability services for the first time.

This monthly statistical release makes available the most recent Mental Health Minimum Dataset (MHMDS) data from April 2013 onwards. Further analysis to support currencies and payment in adult and older people's mental health services was added to the publication of April 2014 final data which can be found in the related links below. These changes are described in the Methodological Change paper referenced below.

As well as providing timely data, it presents a wide range of information about care given to users of NHS-funded, secondary mental health services for adults and older people ('secondary mental health services') in England.

This information will be of particular interest to organisations involved in giving secondary mental health care to adults and older people, as it presents timely information to support discussions between providers and commissioners of services. The MHMDS Monthly Report now includes the ten nationally recommended quality and outcome indicators to support the implementation of currencies and payment in mental health.

For patients, researchers, agencies and the wider public it aims to provide up to date information about the numbers of people using services, spending time in psychiatric hospitals and subject to the Mental Health Act (MHA). Some of these measures are currently experimental analysis.

Estimates are for noninstitutionalized civilian population.According to the Centers for Disease Control and Prevention, disability describes “any condition of the body or mind (impairment) that makes it more difficult for the person with the condition to do certain activities (activity limitation) and interact with the world around them (participation restrictions).”People with disabilities have an increased risk for developing chronic health conditions, such as diabetes or heart disease. They also often spend more on healthcare costs and consequently may experience more financial hardship than those without a disability.For more information about the Community Health Profiles Data Initiative, please see the initiative homepage.

The data in this dataset relates to the economic activity of persons by disabled status. As the question on disability only covers people of working age in the survey, this dataset is restricted to analysis of the working age population. Data for the population aged 16 and over, which are also usually considered when measuring economic activity, are not available. NOTE From 2010-2020 the female state pension age is changing from 60 to 65. The ONS changed the routing of the disability questions so that from 2010 all persons aged 16-64 were asked those questions, prior to that they were only asked to those aged 16/59(f)/64(m) and to those in employment. Therefore data prior to 2010 is on a working age basis (16-59/64) and data after that is available on both a 16-64 and a working age basis. Comparisons should not be made between the working age data prior to 2010 and the 16-64 data after 2010. For a long run series the working age data should be used. In April 2013 the Office for National Statistics (ONS)’s Annual Population Survey (APS) adopted a new standardised question on individuals with health problems. This has led to a discontinuity in the series between responses for March 2013 and April 2013. This will lead to the datasets for July 2012 to June 2013, October 2012 to September 2013 and January 2013 to December 2013 containing responses on two different basis over the period of each dataset. Due to this discontinuity, WG has decided to follow ONS' approach to suspend this series until a full year’s data is available on the APS and will launch a new series based on the new questions from the April 2013 to March 2014 APS. These new series will still be discontinuous when compared with the old series but will be internally consistent.

This data set includes the unemployment rate and the labor force participation rate for individuals with and without disabilities as well as the total for all individuals. This data is Pennsylvania specific and is source from the U.S. Census' Current Population Survey (CPS).
The data given for each month is a "rolling" average, which represents the average for the 12 month period ending with the reference month. For example: The July 2019 “People with Disabilities Participation Rate” is the average participation rate of August 2018 – July 2019. The August 2019 rate is the average of September 2018 – August 2019, and so on.