In the Handicap index, participants rated statements about how handicapped they had felt during the task performance.

This statistic shows the opinion of young French people in 2017 about the assertion that the Olympics 2024 in Paris would be an opportunity to improve the position of people with disabilities in society. 41 percent of young people surveyed said they were mostly in favor of this statement, while 40 percent of them strongly agreed that the organization of the Olympic and Paralympic Games would help rethink and improve the place of disability in the society.

In 2022, about 8.6 million disabled people received public rehabilitation services in China. The total number of handicapped persons in China was estimated at around 85 million in 2021.

In the context of the FLAMENCO project, we have released a dataset designed for predicting potential deficiencies in children's communication skills, tailored for Federated Learning. This dataset specifically focuses on addressing two prevalent deficiencies in communication skill development in children: autism and intellectual disability. For each deficiency, two CSV files are provided—one for training machine learning models and another for testing them. Each entry in these CSV files includes the following details: - case_id: An anonymized identifier used to distinguish cases.- client_id: Identifies the client to which the case belongs, useful for dataset splitting in federated settings.- A series of scores measuring specific communication skills: These scores, such as Verbalization, Voicing, Syntax, etc., are derived from the child's performance in specialised gamified exercises and have been computed with the assistance of expert clinicians. target: Can be -1 (no clinician's diagnosis available for the case), 0 (no diagnosed deficiency in the case), 1 (indicates a positive diagnosis of communication deficiency by a clinician)TThis project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreements No. 957406 (TERMINET).

Les indicateurs sociaux départementaux (ISD) constituent le socle commun d’un système d’information partagé entre échelons nationaux et départementaux dans les principaux domaines de l’action sociale départementale. Les prestations allouées aux personnes handicapées comprennent notamment l’allocation aux adultes handicapés (AAH), financée par l’État, et des prestations qui relèvent des Conseils départementaux : allocation compensatrice pour tierce personne (ACTP) et prestation de compensation du handicap (PCH) ainsi que des aides à l’accueil (accueil en établissement, accueil familial et accueil de jour). Enfin, le Conseil départemental verse également des aides ménagères.

The Smart Handicap Elevator

## Overview

The Smart Handicap Elevator is a dataset for object detection tasks - it contains Handicap People annotations for 434 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

This table contains 6720 series, with data for years 1994 - 1998 (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (not all combinations are available): Geography (5 items: Territories; Yukon; Northwest Territories including Nunavut; Northwest Territories ...), Age group (14 items: 12-14 years; Total; 12 years and over; 12-19 years; 15-19 years ...), Sex (3 items: Both sexes; Females; Males ...), Activity limitation or handicap (4 items: Total population for the variable activity limitation or handicap; Activity limitation or handicap; not stated; No activity limitation or handicap; Activity limitation or handicap ...), Characteristics (8 items: Number of persons; Low 95% confidence interval - number of persons; Coefficient of variation for number of persons; High 95% confidence interval - number of persons ...).

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Handicap Assistance Robots Market Size 2024-2028

The handicap assistance robots market size is forecast to increase by USD 3.87 billion at a CAGR of 32.14% between 2023 and 2028.

Handicap assistance robots have witnessed significant growth in recent years, driven by key trends such as advancements in artificial intelligence and the integration of IoT technology. These innovations enable robots to provide more personalized and efficient assistance to individuals with mobility impairments. Additionally, the low penetration of robotic wheelchairs in developing economies presents a substantial growth opportunity for market players. However, challenges such as high costs and regulatory issues may hinder market growth. In the coming years, the market is expected to continue its expansion, driven by these trends and the increasing demand for advanced assistive technologies.

What will be the Size of the Handicap Assistance Robots Market During the Forecast Period?

Request Free SampleThe assistive robotics market encompasses a range of robotic technologies designed to help individuals with disabilities and those experiencing age-related difficulties. This market includes walking aids, wheelchairs, robotic exoskeletons, robotic arms, hands, communication devices, and companions. Natural language processing, machine learning, and artificial intelligence are integral components, enabling improved human-machine interaction and personalized care. Robotic technologies are increasingly being adopted in healthcare and disability services to address physical and cognitive challenges. Assistive devices, such as prosthetic limbs and rehabilitation equipment, employ sensors, actuators, and control systems to enhance functionality. The market's growth is driven by the increasing prevalence of disabilities and age-related difficulties, as well as advancements in robotics, machine learning models, electronic medical records, and smart home systems.Caregivers and rehabilitation professionals are key stakeholders in this market, which continues to evolve, offering significant potential for innovation and improved quality of life.

How is this Handicap Assistance Robots Industry segmented and which is the largest segment?

The handicap assistance robots industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments. ProductRobotic partsRobotic wheelchairTypeStationaryMobilityGeographyNorth AmericaUSEuropeGermanyUKSwedenAPACJapanMiddle East and AfricaSouth America

By Product Insights

The robotic parts segment is estimated to witness significant growth during the forecast period. Robotic technologies, including arm and leg prosthetics, are increasingly utilized by individuals with disabilities and limb loss in North America and Europe. With over 185,000 new lower extremity amputations reported annually In the US alone, as per the Amputee Coalition of America, the demand for handicap assistance through advanced robotic parts is escalating. companies are dedicated to producing limb-like robotic devices that minimize the impact of human activation, ensuring seamless integration. Robotic exoskeletons, communication devices with natural language processing, and robot-assisted surgery are also gaining traction in healthcare, disability services, and elderly care. These innovations aim to enhance independence, mobility, and caregiver support for individuals confronting age-related difficulties, mild cognitive impairment, dementia symptoms, and other physical and cognitive challenges.Machine learning and artificial intelligence are integral to the development of these advanced robotic systems, enabling customization, personalization, remote monitoring, and telemedicine. Key players in this industry include research institutions, universities, startups, multinational corporations, and healthcare providers.

Get a glance at the market report of various segments Request Free Sample

The Robotic parts segment was valued at USD 426.80 billion in 2018 and showed a gradual increase during the forecast period.

Regional Analysis

North America is estimated to contribute 35% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

For more insights on the market size of various regions, Request Free Sample

The US market holds a significant share In the North American handicap assistance robots industry due to the increasing aging population and the prevalence of mobility disabilities. According to the Centers for Disease Control and Prevention (CDC), the proportion of Americans aged 65 and above is projected to rise from 12.4% in 2000 to 19.6% i

This statistic shows the revenue of the industry “residential intellectual and developmental disability facilities“ in Ohio from 2012 to 2017, with a forecast to 2024. It is projected that the revenue of residential intellectual and developmental disability facilities in Ohio will amount to approximately 1.287,0 million U.S. Dollars by 2024.

Anti-social behaviour (ASB) outcomes for disabled people in England and Wales aged 16 and over, with analysis by disability status, country, sex, age, impairment type, type of ASB. Domestic abuse and sexual assault outcomes for disabled people in England and Wales aged 16 to 59 years, with analysis by disability status, age, sex, impairment type, impairment severity, country and region. All outcomes using the Crime Survey for England and Wales (CSEW) data.

description: A KML (geospatial) dataset that depicts the locations of handicap ramps in street curbs in Arlington County.; abstract: A KML (geospatial) dataset that depicts the locations of handicap ramps in street curbs in Arlington County.

Graph and download economic data for Employment-Population Ratio - With a Disability, 16 Years and over (LNU02374597) from Jun 2008 to Feb 2025 about disability, employment-population ratio, 16 years +, household survey, employment, population, and USA.

Disabled Parking Sign

## Overview

Disabled Parking Sign is a dataset for object detection tasks - it contains Cars annotations for 730 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Lieux d'accueil des personnes handicapées

Sensorial Handicap Cooperation Activity File

This table contains 16896 series, with data for years 1994 - 1998 (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (not all combinations are available): Geography (11 items: Canada; Newfoundland and Labrador; Prince Edward Island; Nova Scotia ...), Age group (16 items: Total; 4 years and over; 12-19 years; 12 years and over; 4-11 years ...), Sex (3 items: Both sexes; Females; Males ...), Activity limitation or handicap (4 items: Total population for the variable activity limitation or handicap; Activity limitation or handicap; Activity limitation or handicap; not stated; No activity limitation or handicap ...), Characteristics (8 items: Number of persons; Low 95% confidence interval - number of persons; Coefficient of variation for number of persons; High 95% confidence interval - number of persons ...).

Afin d’aider les personnes en situation de handicap, leurs familles et les professionnels qui les accompagnent, des centres ressources et des centres référents leur apportent informations, conseils et les soutiennent dans leurs démarches. . Pour plus d'information, consulter aussi la rubrique "Inclusion et handicap" du site onisep.fr. . Champs du jeu de données : nom, type(s) de handicap(s) indicatif(s), adresse, code postal, commune, identifiant commune, département, région, identifiant région, coordonnées géographiques pour la géolocalisation (longitude et latitude), URL et ID Onisep. . Pour quels usages ? Faciliter l’insertion des jeunes en situation de handicap grâce à la diffusion de l’offre de formation et d’accompagnement, ainsi que des coordonnées des structures et des ressources qui leur sont destinées.

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.

Handicap Toilet Seat Market Outlook

The global handicap toilet seat market size is projected to reach approximately $1.8 billion by 2032, expanding from a market size of $1.1 billion in 2023, at a robust CAGR of 5.8% over the forecast period. The growth of this market is primarily driven by the increasing aging population and heightened awareness regarding accessibility and comfort for individuals with disabilities. As societies worldwide continue to emphasize inclusivity and accessibility, the demand for specialized toilet seats that accommodate various physical disabilities is expected to rise significantly. Moreover, the trend towards home modifications to aid the elderly and physically challenged is further propelling market growth.

One of the major growth drivers in the handicap toilet seat market is the growing geriatric population globally. As per the United Nations, the number of people aged 60 and above is anticipated to double by 2050, reaching over 2 billion. This demographic shift is leading to an increased need for products that facilitate independent living for older individuals. Handicap toilet seats, which provide enhanced comfort and safety, are becoming essential fixtures in both homes and healthcare institutions catering to the elderly. Additionally, the rise in chronic diseases and mobility impairments among the aging population is fuelling the demand for these adaptive toilet solutions.

Another significant factor contributing to market growth is the increasing awareness and legal mandates concerning accessibility. Governments and organizations are implementing stringent regulations to ensure that public and private facilities are equipped to accommodate individuals with disabilities. The Americans with Disabilities Act (ADA) in the United States and similar regulations in Europe and other regions are mandating the incorporation of handicap-friendly amenities in public and commercial spaces. This regulatory compliance is driving the adoption of handicap toilet seats in new constructions and renovations, thereby positively impacting market demand.

Technological advancements and innovative product designs are also playing a pivotal role in the expansion of the handicap toilet seat market. Manufacturers are continuously developing advanced products that offer superior comfort, durability, and ease of use. For instance, electric and battery-operated toilet seat lifts are gaining popularity due to their ability to assist individuals with limited mobility effortlessly. Additionally, the integration of smart technology, such as sensors and remote controls, is enhancing user convenience and safety, thus broadening the market appeal of these products.

Regionally, North America currently dominates the handicap toilet seat market, largely due to the well-established healthcare infrastructure and the high prevalence of elderly and disabled populations. However, the Asia Pacific region is expected to witness the highest growth rate during the forecast period. This growth is attributed to the rising geriatric population in countries like Japan and China, coupled with increasing investments in healthcare infrastructure and growing awareness regarding disability accessibility. The European market is also experiencing steady growth, driven by regulatory initiatives and the presence of leading manufacturers in the region.

Toilet Surrounds & Supports play a crucial role in enhancing the safety and accessibility of bathroom spaces, particularly for individuals with mobility challenges. These products are designed to provide additional stability and support, making it easier for users to transfer on and off the toilet. As the demand for accessible bathroom solutions grows, manufacturers are focusing on developing innovative surrounds and supports that integrate seamlessly with existing bathroom fixtures. These products not only enhance user comfort but also contribute to reducing the risk of falls and injuries, which is a significant concern for the elderly and individuals with disabilities. The increasing awareness of the benefits of toilet surrounds and supports is driving their adoption in both residential and commercial settings, further supporting the growth of the handicap toilet seat market.

Product Type Analysis

The product type segment of the handicap toilet seat market is diverse, comprising raised toilet seats, padded toilet seats, hinged toilet seats, and others. Raised toilet seats are particularly popular due to their abilit