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Resources - Advanced and Predictive Analytics Network in Local Government
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Resource
UK government drops exam grading algorithm in the face of public anger.
An article in the Global Government Forum in light of the governments decision to overturn exam results produced by an algorithm in Summer 2020.
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Blog
0
0
Resource
Local Government Self-Assessment Data Maturity Tool from the LGA and Nesta
From the Local Government Association working in partnership with Nesta and Porism, this tool is designed to help make an honest assessment of how advanced your organisation is at dealing with...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Tool
0
0
Resource
The future of predictive analytics in councils.
This short paper published by academics of the Catalyst Project at the University of Essex briefly highlights the benefits that the adoption of predictive analytics can provide to local...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Oxford Internet Institute: Comprehensive review of data science approaches in local government.
Including discussion on predictive analytics, AI and new forms of data, the report aims to provide a basis for people working in local government to start on their own data science projects....
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Suffolk County Council: Exploring and expanding the use of predictive modelling to understand future demand for children’s social care.
In their successful application to the Local Digital Fund, Suffolk County Council demonstrate how they are using predictive analytics to develop a data-driven understanding of children in care,...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Case study
0
0
Resource
The Data Delusion: Protecting Individual Data Isn't Enough When The Harm is Collective
A research paper that looks at the legal protections and implications of using and sharing personal data as part of the Covid-19 track and tracing systems developed as an urgent response. ...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Should We Trust Algorithms? An academic paper by David Spiegelhalter, Harvard Data Science Institute
There is increasing use of algorithms in the health care and criminal justice systems, and corresponding increased concern with their ethical use. But perhaps a more basic issue is whether we ...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Algorithm-assisted decision-making in the public sector: framing the issues using administrative law rules governing discretionary power
A Royal Society article by Marion Oswald which considers the risks and challenges raised by the use of algorithm-assisted decision-making and predictive tools by the public sector. It reviews...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Reclaiming the Smart City: Personal Data, Trust and the New Commons.
This report discussed why and how city governments are taking a more responsible approach to the use of personal data. It addresses some of the major flaws in how traditional smart city...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
New Statesman article - How citizen-scoring algorithms are being used by local government in the UK.
An article from the New Statesman on how predictive and advanced analytics are being using in local government in the UK. Looks at how this data is collected and kept safe, and the issues with...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Blog
0
0
Resource
15 challenges for AI: or what AI (currently) can’t do. An academic paper
Scientific breakthroughs and economic successes in the fields of research, development, and application of systems with artificial intelligence abound. But, aside there are a number of...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
British Computer Society: How do we make algorithms do the right thing?
A report from the BCS - the chartered institute for IT - which sets out an analysis of the Ofqual exam grade awarding algorithm to identify how principles of openness, accountability...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
New York Times article - How Facebook data is able to be used to determine suicide risk using algorithmic analysis (Dec 2018)
A New York Times article showing how Facebook personal data is being used for suicide prevention. Raises ethical and legal questions. ...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Blog
0
0
Resource
Consultation on the public algorithms of Nantes Metropole (France)
A website (in French) published by Nantes Metropole setting out the automated calculation tools in use to calculate aid, set fees or establish an invoice. In 2019, Nantes Métropole committed...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Other
0
0
Resource
What Works for Children’s Social Care (WWCSC) report: machine learning models miss children at risk
After 18 months of work, What Works for Children’s Social Care (WWCSC) reports these findings of its research into the use of machine learning in children’s social care. The research finds that...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Socitm presentation: Dr Allison Gardner, Keele University. Ethical Use of Emerging Technologies and Data
At a recent virtual event held at Society for innovation, technology and modernisation (Socitm) in October, Dr Allison Gardner, Programme Director Data Science Degree...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Other
0
0
Resource
Guardian article Nov 2020: Suggesting local government use of algorithms to help make claims decisions
Sarah Marsh & Niamh McIntyre at the Guardian newspaper published this article suggesting that tools are used widely in Local Government to inform decisions on everything from housing to...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Blog
0
0
Resource
Guardian article Oct 2019: Suggesting local government use of algorithm use in analytics is unreliable
Sarah Marsh at the Guardian newspaper published this assessment of risks and issues in use of predictive analytics in October 2019
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Blog
0
0
Resource
City of Amsterdam Algorithm Register
The City of Amsterdam has established this highly effective online register of analytic algorithms in use in the public sector. It has the objective towards transparency, review, challenge,...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Other
0
0
Resource
NESTA AI toolkit to help communities use data and artificial intelligence to tackle the climate crisis
This toolkit is for civil society organisations and local authorities who want to empower communities to address the climate crisis, using AI to help manage, maintain and augment civic assets....
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Tool
0
0
Resource
Data ethics and AI guidance landscape
DCMS has collated guidance on existing ethical principles for the use of data and AI, aiming to provide clarity for public servants working in this area. This covers 13 documents including a...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
After the “problem algorithm” headlines — learning the lessons
Written by William Barker from the Society for innovation, technology and modernisation (Socitm), this post discussed the risks and questions to ask when considering the use of advanced...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Blog
0
0
Resource
Explaining decisions made with AI
Joint guidance from the Information Commissioners Office and The Alan Turing Institute. Contains practical advice to help explain the process, services and decisions...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
Review into Bias in Algorithmic Decision-making
A review from the Centre for Data Ethics and Innovation which considers the impact that an increasing use of algorithmic tools is having on bias in decision-making, the steps that are required...
By:
Juliet Whitworth
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Using predictive analytics in local public services
During 2020, the LGA worked with Shared Intelligence to research the early use of advanced and predictive analytics in local government. The project consulted widely and ran a number of action...
By:
Tim Adams
Last updated:
10 Jun 2022
Type:
Guide
3
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