PACT, Big Data tool to predict the risk of chronic social exclusion

Publications Bank of innovations

PACT, Big Data tool to predict the risk of chronic social exclusion

Universidad Politécnica de Madrid

PACT

Foto: Mark Bende, Unsplash

Algoritme desenvolupat a partir de tècniques de Big data i Machine learning, que preveu el risc de les persones beneficiàries d’ajudes públiques de patir una situació d’exclusió social crònica.

L’algoritme s’ha creat a partir de l’anàlisi anonimitzada de més de 16.000 casos i de 60 factors predictius. Mitjançant l’aprenentatge automàtic (machine learning) s’han determinat els deu factors principals de risc, i s’ha desenvolupat una aplicació en línia, accessible per als professionals de Serveis Socials des de qualsevol dispositiu, ordinador, tauleta o telèfon mòbil, que permet que aquests professionals coneguin amb precisió el risc d’exclusió social d’una persona, per facilitar-los així les decisions o actuacions professionals a prendre.

A més, en el marc del projecte PACT també s’ha creat i implementat un programari per a la gestió activa de casos, basat en l’anàlisi de riscos personals. Aquesta anàlisi permet identificar millor les necessitats de formació de cada persona atesa per facilitar la seva inserció socio-laboral.

Pact Project

Banc d’innovacions

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App Morada, support against gender-based violence for women with disability

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Artificial Inteligence for identification of social vulnerability

Publications Bank of innovations

Artificial Inteligence for identification of social vulnerability

City of Espoo

Foto: City of Espoo

Big Data Analysis through Artificial Intelligence (IA) of multiple demographic databases to identify which people in a municipality need social help. This is a successful experiment carried out in 2017 by the City of Espoo (Finland), which has analyzed the social, health, and educational data of the entire population of the municipality, around 520,000 people, between the years 2002 and 2016.

Population data has been analyzed grouped according to various family environments, rather than by traditional methods of individual analysis. The results have allowed to identify, for example, 280 predictive factors in the field of childhood vulnerability and to show that, although none of these individual factors is a risk, the simultaneous occurrence of several factors can be a risk.

This pioneering experience of the Espoo City Council has shown that the analysis of a large volume of data from different origins through Artificial Intelligence techniques can play a very important role in the future of Social Services.

Espoo

Banc d’innovacions

AutisMIND

AutisMIND, an application to stimulate the social cognition of children with ASD

AutisMIND is a mobile application that enhances the ability to empathize with others in children with Autism Spectrum Disorder (ASD)
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Digital Streetwork, social workers who assist young people through the Internet

Digital Streetwork is an initiative that moves street work with youth to the Internet
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BRUS is an accompaniment program to young people who live in families with situations of drug addiction
App Morada

App Morada, support against gender-based violence for women with disability

App Morada is an application that helps and guides women with disability and victims of gender-based violence
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Nagaya Tower, an intergenerational building to combat unwanted loneliness

Nagaya Tower is a building that connects people of different generations to combat the feeling of loneliness.
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Barnahus, care service for child victims of sexual abuse

Barnahus is an integrated unit formed by a specialized multidisciplinary team, whose objective is to prevent the re-victimization of children and adolescents who are victims of sexual abuse.

The Opportunity Atlas, Big Data analysis to optimize the social support system

Publications Bank of innovations

The Opportunity Atlas, Big Data analysis to optimize the social support system

Seattle Housing Authority

Foto: Seattle Housing Authority

A tool for the analysis of anonymized census data in order to optimize the system of public subsidies to the vulnerable population based on the detailed knowledge of the characteristics and social differences between disadvantaged neighborhoods.

The tool has allowed detecting in several US big cities that nearby neighborhoods with very low incomes offer many different opportunities to leave poverty to the children who live there. Seattle Housing Authority has pioneered the analysis of the “Opportunity Atlas” data and concluded that, unlike other American cities, the differences between neighborhoods that offer high social mobility and those that do not, are invisible to the naked eye and only by means of this data analysis it is possible to identify them.

Among other results, the city of Seattle has discovered that most of the subsidies were allocated to neighborhoods with low social mobility and this has led to a rethinking of the social assistance system to promote the residence of vulnerable families in the neighborhoods with a higher social mobility rate.

Seattle Housing Authority

Banc d’innovacions

AutisMIND

AutisMIND, an application to stimulate the social cognition of children with ASD

AutisMIND is a mobile application that enhances the ability to empathize with others in children with Autism Spectrum Disorder (ASD)
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Digital Streetwork, social workers who assist young people through the Internet

Digital Streetwork is an initiative that moves street work with youth to the Internet
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BRUS, accompaniment to young people who live in families with situations of drug addiction

BRUS is an accompaniment program to young people who live in families with situations of drug addiction
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App Morada, support against gender-based violence for women with disability

App Morada is an application that helps and guides women with disability and victims of gender-based violence
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Nagaya Tower, an intergenerational building to combat unwanted loneliness

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Barnahus, care service for child victims of sexual abuse

Barnahus is an integrated unit formed by a specialized multidisciplinary team, whose objective is to prevent the re-victimization of children and adolescents who are victims of sexual abuse.

Les meves ajudes, an on-line tool to facilitate access to social assistance

Publications Bank of innovations

Les meves ajudes, an on-line tool to facilitate access to social assistance

Barcelona’s City Council

Foto: Ajuntament de Barcelona

A simulator called “Les meves ajudes”, allows on line consultation of the social aids a person is entitled to regardless of the Administration that manages them.

The simulator works anonymously and, based on the input, indicates which social aids may be requested, estimates the amount, and links to the procedures to be followed to request them.

Les meves ajudes

Banc d’innovacions

AutisMIND

AutisMIND, an application to stimulate the social cognition of children with ASD

AutisMIND is a mobile application that enhances the ability to empathize with others in children with Autism Spectrum Disorder (ASD)
Digital Streetwork

Digital Streetwork, social workers who assist young people through the Internet

Digital Streetwork is an initiative that moves street work with youth to the Internet
BRUS

BRUS, accompaniment to young people who live in families with situations of drug addiction

BRUS is an accompaniment program to young people who live in families with situations of drug addiction
App Morada

App Morada, support against gender-based violence for women with disability

App Morada is an application that helps and guides women with disability and victims of gender-based violence
Nagaya Tower

Nagaya Tower, an intergenerational building to combat unwanted loneliness

Nagaya Tower is a building that connects people of different generations to combat the feeling of loneliness.
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Barnahus, care service for child victims of sexual abuse

Barnahus is an integrated unit formed by a specialized multidisciplinary team, whose objective is to prevent the re-victimization of children and adolescents who are victims of sexual abuse.

Buurtzorg, autonomous teams of community healthcare

Publications Bank of innovations

Buurtzorg, autonomous teams of community healthcare

Buurtzorg

Foto: Buurtzorg

Home care organization that works through teams that have professional freedom and are responsible for their own operation. Each team is made up of 12 people and works in a neighborhood taking care of people who need support and managing the team’s work. Each new team looks for their own office in the neighborhood, dedicates time to introduce themselves to the local community and to get to know the GPs, therapists and other social and health professionals. The team decides how to organize the work, share responsibilities and make decisions.

As a KMPG study states: “Essentially, the program allows nurses (rather than nursing assistants or caregivers) to provide all the care the patient needs. And while this has meant higher costs per hour, the total number of hours has been lower. In fact, by changing the care model, Buurtzorg achieved a 50 percent reduction in hours of care, improved the quality of care and increased employee job satisfaction. ”

An Ernst and Young study estimated that the new system allowed a 40% savings on home care in the Netherlands.

Buurtzorg

Banc d’innovacions

AutisMIND

AutisMIND, an application to stimulate the social cognition of children with ASD

AutisMIND is a mobile application that enhances the ability to empathize with others in children with Autism Spectrum Disorder (ASD)
Digital Streetwork

Digital Streetwork, social workers who assist young people through the Internet

Digital Streetwork is an initiative that moves street work with youth to the Internet
BRUS

BRUS, accompaniment to young people who live in families with situations of drug addiction

BRUS is an accompaniment program to young people who live in families with situations of drug addiction
App Morada

App Morada, support against gender-based violence for women with disability

App Morada is an application that helps and guides women with disability and victims of gender-based violence
Nagaya Tower

Nagaya Tower, an intergenerational building to combat unwanted loneliness

Nagaya Tower is a building that connects people of different generations to combat the feeling of loneliness.
Imatges Posts Web 6 min 1

Barnahus, care service for child victims of sexual abuse

Barnahus is an integrated unit formed by a specialized multidisciplinary team, whose objective is to prevent the re-victimization of children and adolescents who are victims of sexual abuse.

Self Sufficiency Matrix, matrix for evaluation independent-living capability

Publications Bank of innovations

Self Sufficiency Matrix, matrix for evaluation independent-living capability

Amsterdam Town Hall

Computer application that allows measuring a person’s ability to be self-sufficient, that is, to carry out daily activities independently

Until now, the assessment of an individual’s self-sufficiency was subjective, as it depended on the evaluator’s opinion. The Self Sufficiency Matrix (SSM) is based on eleven parameters that affect the effectiveness, productivity, and quality of life of the person. Income, housing, social network, and mental health are some examples. The tool allows the evaluator to obtain a relatively simple and comprehensive view of a complex concept.

The SSM captures “a snapshot” of a person’s specific moment. For this reason, generally, information older than 30 days is discarded. Additionally, the person’s background or future predictions about their state are not included. The program is divided into five levels of self-sufficiency, from less to more.

Banc d’innovacions

AutisMIND

AutisMIND, an application to stimulate the social cognition of children with ASD

AutisMIND is a mobile application that enhances the ability to empathize with others in children with Autism Spectrum Disorder (ASD)
Digital Streetwork

Digital Streetwork, social workers who assist young people through the Internet

Digital Streetwork is an initiative that moves street work with youth to the Internet
BRUS

BRUS, accompaniment to young people who live in families with situations of drug addiction

BRUS is an accompaniment program to young people who live in families with situations of drug addiction
App Morada

App Morada, support against gender-based violence for women with disability

App Morada is an application that helps and guides women with disability and victims of gender-based violence
Nagaya Tower

Nagaya Tower, an intergenerational building to combat unwanted loneliness

Nagaya Tower is a building that connects people of different generations to combat the feeling of loneliness.
Imatges Posts Web 6 min 1

Barnahus, care service for child victims of sexual abuse

Barnahus is an integrated unit formed by a specialized multidisciplinary team, whose objective is to prevent the re-victimization of children and adolescents who are victims of sexual abuse.

MyGov Social, Big Data Analysis Applied to Social Services

Publications Bank of innovations

MyGov Social, Big Data Analysis Applied to Social Services

AOC and County Council of Vallès Oriental

MyGov Social

Personalized and Proactive Recommendation Service for Citizens with Social Needs

MyGov Social uses advanced analysis of personal data and the behavior of anonymous users with the same sociodemographic profile to offer citizens a personalized, proactive, and trustworthy relationship with the administration from an inter-administrative perspective.

Big Data and predictive tools are useful for analyzing data sources to proactively identify different situations and thus anticipate needs in the field of home care.

The service is offered with strict compliance with personal data regulations, always upon citizen request, with the goal of advancing citizen trust in the administration.

AOC

Banc d’innovacions

AutisMIND

AutisMIND, an application to stimulate the social cognition of children with ASD

AutisMIND is a mobile application that enhances the ability to empathize with others in children with Autism Spectrum Disorder (ASD)
Digital Streetwork

Digital Streetwork, social workers who assist young people through the Internet

Digital Streetwork is an initiative that moves street work with youth to the Internet
BRUS

BRUS, accompaniment to young people who live in families with situations of drug addiction

BRUS is an accompaniment program to young people who live in families with situations of drug addiction
App Morada

App Morada, support against gender-based violence for women with disability

App Morada is an application that helps and guides women with disability and victims of gender-based violence
Nagaya Tower

Nagaya Tower, an intergenerational building to combat unwanted loneliness

Nagaya Tower is a building that connects people of different generations to combat the feeling of loneliness.
Imatges Posts Web 6 min 1

Barnahus, care service for child victims of sexual abuse

Barnahus is an integrated unit formed by a specialized multidisciplinary team, whose objective is to prevent the re-victimization of children and adolescents who are victims of sexual abuse.

HIGEA Community, smart management of social and health organisations

Publications Bank of innovations

HIGEA Community, smart management of social and health organisations

AREP, Fundació Joia, FETB, Open TIC

Foto: Unsplash

Comprehensive cloud solution designed for the intelligent management of organizations with health, social and labor insertion intervention, which integrates the management of these three areas and exponentially improves the quality of care for the user through the SITT system (Sustainable, Integral and Transversal Technology).

While the current offer of software aimed at health and social management focuses on serving large corporations, this application is adapted to the management model of social, health and labor insertion organizations in the Third Sector through an econòmic investment sustainable.

The program has from the beginning the level of interoperability required by the Catalan Health Service (HC3) and the maximum security of the data. Sustainability comes from cloud data and secure access from anywhere (services, housing, etc.).

Community Higea

Banc d’innovacions

AutisMIND

AutisMIND, an application to stimulate the social cognition of children with ASD

AutisMIND is a mobile application that enhances the ability to empathize with others in children with Autism Spectrum Disorder (ASD)
Digital Streetwork

Digital Streetwork, social workers who assist young people through the Internet

Digital Streetwork is an initiative that moves street work with youth to the Internet
BRUS

BRUS, accompaniment to young people who live in families with situations of drug addiction

BRUS is an accompaniment program to young people who live in families with situations of drug addiction
App Morada

App Morada, support against gender-based violence for women with disability

App Morada is an application that helps and guides women with disability and victims of gender-based violence
Nagaya Tower

Nagaya Tower, an intergenerational building to combat unwanted loneliness

Nagaya Tower is a building that connects people of different generations to combat the feeling of loneliness.
Imatges Posts Web 6 min 1

Barnahus, care service for child victims of sexual abuse

Barnahus is an integrated unit formed by a specialized multidisciplinary team, whose objective is to prevent the re-victimization of children and adolescents who are victims of sexual abuse.

Intersocial, common vocabulary system in the social sphere

Publications Bank of innovations

Intersocial, common vocabulary system in the social sphere

Fundació TIC Salut Social

Project that allows defining the common vocabulary to be used for interoperating information in the field of social care

Intersocial aims to integrate data from different management systems in the field of social care in Catalonia through the standardization of the vocabulary used in this sector.

During the research process, an investigation was conducted to determine if there existed a consolidated international vocabulary in the field. Given the absence of a common standard terminology, SNOMED CT was selected as the reference system for representing and exchanging issues and responses within the social sphere.

Banc d’innovacions

AutisMIND

AutisMIND, an application to stimulate the social cognition of children with ASD

AutisMIND is a mobile application that enhances the ability to empathize with others in children with Autism Spectrum Disorder (ASD)
Digital Streetwork

Digital Streetwork, social workers who assist young people through the Internet

Digital Streetwork is an initiative that moves street work with youth to the Internet
BRUS

BRUS, accompaniment to young people who live in families with situations of drug addiction

BRUS is an accompaniment program to young people who live in families with situations of drug addiction
App Morada

App Morada, support against gender-based violence for women with disability

App Morada is an application that helps and guides women with disability and victims of gender-based violence
Nagaya Tower

Nagaya Tower, an intergenerational building to combat unwanted loneliness

Nagaya Tower is a building that connects people of different generations to combat the feeling of loneliness.
Imatges Posts Web 6 min 1

Barnahus, care service for child victims of sexual abuse

Barnahus is an integrated unit formed by a specialized multidisciplinary team, whose objective is to prevent the re-victimization of children and adolescents who are victims of sexual abuse.

Nextcare, integrated care for chronic patients

Publications Bank of innovations

Nextcare, integrated care for chronic patients

Biocat

Foto: Nextcare

This project is linked to the Ris3Cat social and healthcare community that promotes the integration of social and health services for chronic patients in Catalonia through individualised assessments of health risk, welfare and pre-surgery prehabilitation programs, smart and adaptable case management, early diagnosis of diseases and conditions and the promotion of digital solutions.

Banc d’innovacions

AutisMIND

AutisMIND, an application to stimulate the social cognition of children with ASD

AutisMIND is a mobile application that enhances the ability to empathize with others in children with Autism Spectrum Disorder (ASD)
Digital Streetwork

Digital Streetwork, social workers who assist young people through the Internet

Digital Streetwork is an initiative that moves street work with youth to the Internet
BRUS

BRUS, accompaniment to young people who live in families with situations of drug addiction

BRUS is an accompaniment program to young people who live in families with situations of drug addiction
App Morada

App Morada, support against gender-based violence for women with disability

App Morada is an application that helps and guides women with disability and victims of gender-based violence
Nagaya Tower

Nagaya Tower, an intergenerational building to combat unwanted loneliness

Nagaya Tower is a building that connects people of different generations to combat the feeling of loneliness.
Imatges Posts Web 6 min 1

Barnahus, care service for child victims of sexual abuse

Barnahus is an integrated unit formed by a specialized multidisciplinary team, whose objective is to prevent the re-victimization of children and adolescents who are victims of sexual abuse.