Data Labs
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Our Data Labs project aims to open up government administrative data to the social sector. That way, charities, funders, government bodies and social enterprises can better understand the impact of their services on beneficiaries.
How does it work?
Charities, funders, social enterprises, public sector interventions all need to understand the impact of their work. Doing so means they can maximise the good they do, and minimise any harm.
But often, they have no way to know the long-term impact they have on people’s lives—whether their work changed the course of a person’s life in the long term.
Our Data Lab project is designed to do just that. By comparing the journeys of their beneficiaries to the journeys of those who are similar to them, a Data Lab can help organisations answer the question: did we make a difference? Recently, we have been focusing on establishing a Data Lab on employment. Learn more in our latest blog on Data Labs here.
To get involved, contact our Data Lead, Rosario Piazza.
Read our latest update below:
Following the success of our work initiating the Justice Data Lab, we are now supporting the development of further Data Labs. We’re also working to increase the demand for data for impact measurement.
Our short guide sets out the key things we have learnt. This is a great tool to help you create your own data labs to provide a high quality, statistically robust evaluation service.
Find out more about our work on Data Labs in health, employment and education below.
Justice Data Lab
The Justice Data Lab is a pioneering and award winning service run by the Ministry of Justice (MoJ) and gives organisations working with offenders access to re-offending data.
The information provided helps organisations to assess the impact of their work on reducing re-offending and also helps develop an understanding of effective rehabilitation.
The Justice Data Lab was launched as a pilot in 2013, and confirmed as a permanent service in 2015.
Download a short summary of how the Justice Data Lab works.
Read our FAQ Update for responses to common questions about this work.
Our work on the Justice Data Lab
Resources
Justice Data Lab: FAQ update
On 29 March 2019.
This document responds to some of the common criticisms or concerns about the Justice Data Lab.
Blog
An update on ‘Data Labs’
By Rosario Piazza .
On 17 August 2021.
Our 'Data Labs' project aims to open up government administrative data to the charity sector. Data Labs allow organisations to answer the all-important question: did we make a difference?
Resources
Justice Data Lab speech
On 6 August 2015.
Speech presented by David Pritchard, then Head of Measurement and Evaluation at NPC, at the joint NPC and Clinks event Justice Data Lab: One year on held at the Royal Statistical Society on 12 June 2014.
Health Data Lab
We believe there is a strong case for a Health Data Lab with support from the Department for Health. This service would improve access to NHS data for charities and other organisations who want to better understand the effect of their work on people’s health.
We supported NHS Digital (formerly HSCIC) to write a business case for a health analytical service/data lab, which would measure impact on secondary care: A&E, admissions, readmissions, lengths of stay and costs.
To date this business case has not been taken forward.
Education Data Lab
We are advocating for an analytical service in education.
We have consulted with the education sector and key stakeholders to develop the case for an Education Impact Data Lab (EIDL) service.
Since we launched this campaign, the Department for Education have asked that the Education Endowment Foundation tests the concept of an Education Data Service. This work is now underway, and has been commissioned to the Fischer Family Trust.
Employment Data Lab
We are working with ERSA and NCVO to help the Department for Work and Pensions (DWP) develop an analytical service that would support organisations to measure the impact of services on helping people to achieve employment outcomes.
We are looking for organisations to take part in a proof of concept for the service and help us develop the metrics and methodology. Get in touch if you’d like to be involved.
Contact Rosario to get involved
Our work on Health, Education and Employment Data Labs
Resources
Freeing up health analysis: Using government data
On 21 October 2016.
In this paper we argue that relevant government departments should adopt a data labs model to enable charities to better understand the impact of their services on people's health.
Resources
Freeing-up education analysis: Using government data
On 16 May 2016.
Opening up government data to help improve educational outcomes for young people—making the case for the development of an Education Impact Data Lab (EIDL) to measure impact, based on the precedent of the Justice Data Lab.
Blog
An update on ‘Data Labs’
By Rosario Piazza .
On 17 August 2021.
Our 'Data Labs' project aims to open up government administrative data to the charity sector. Data Labs allow organisations to answer the all-important question: did we make a difference?
GovLab
Smarter health, smarter state
