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Resources - Advanced and Predictive Analytics Network in Local Government
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Resource
Using AI in breast cancer screening to reduce false positives and false negatives (Feb 2020).
Published in The Lancet Digital Health Journal, this study aimed to develop an artificial intelligence (AI) algorithm for diagnosis of breast cancer in mammography, and explore whether it could...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Predictive Analytics in the Troubled Families Programme.
The troubled families programme has often provided a testbed for pioneering predictive analytics. This blog post from the Ministry for Housing, Communities and Local Government (MHCLG) helps to...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Blog
1
0
Resource
Deloitte: Credit scoring case study in data analytics.
In this document Deloitte outlines one important application of advanced analytics in a private business setting, credit scoring. This case study showcases a solution to a common business problem...
By:
Katie Goodger
Last updated:
09 Dec 2020
Type:
Case study
0
0
Resource
Addressing trust in public sector data use
An independent report by the Centre for Data Ethics and Innovation (CDEI) on maximising the beneficial use of personal information held in the public sector. Effective use of data is more...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Data Ethics Framework
Published by the Government digital Service (GDS) this guidance is aimed at public sector organisations on how to use data appropriately and responsibly when planning, implementing, and...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
1
0
Resource
Project ExplAIn Interim Report
Project ExplAIn is a collaboration between the Information Commissioner’s Office (ICO) and The Alan Turing Institute to create practical guidance to assist organisations with explaining...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Data to the people, why coronavirus necessitates a new digital social contract.
This paper by Onward sets out the opportunities to embrace data and technology into policy and decision making in the wake of the Covid-19 pandemic. The primary aim of the paper is to argue...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Report
0
0
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
Social Sector Data Maturity Framework
From the Future World of Work, this guidance enables organisations to benchmark their development across 7 key themes including data and analysis.
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
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
A guide to using artificial intelligence in the public sector.
A guide from the Government Digital Service (GDS) and Office for Artificial Intelligence (OAI) on how to choose, build, and use AI in the public sector to ensure that local government is...
By:
Katie Goodger
Last updated:
31 Jul 2023
Type:
Guide
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
Nesta: Datavores of Local Government
A discussion paper published by Nesta (2016) on using data to make services more personalised, effective and efficient. This paper looks at how councils can can get more from their data, and...
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
Synthesized Tool: Bias identification and remediation in data driven applications.
With algorithms seeming to generate unintended, or biased ‘advice’ in high-profile cases such as the various fiascos during the summer of 2020, the tech ...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Tool
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 Rule of Law and Automation of Government Decision-Making. An academic paper from New South Wales
Governments are deploying automation tools in making decisions that affect rights and entitlements. The interests affected are very broad, ranging from time spent in detention to the receipt of...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Report
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
The ‘golden view’: data-driven governance in the scoring society.
From the Internet Policy Review, this article draws on the first comprehensive investigation into the uses of data analytics in UK public services, outlining developments and practices...
By:
Katie Goodger
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
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