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Projects
BOLD (Better Outcomes through Linked Data)
BOLD (Better Outcomes through Linked Data)

Overview

Better Outcomes through Linked Data (BOLD) is a programme which aims to support individuals with complex needs by joining up data across government to ensure policies and services are grounded on the best evidence.

Led by the Ministry of Justice (MoJ), BOLD is a collaboration between Welsh Government, Public Health Wales (PHW), Department for Health and Social Care (DHSC) and Ministry for Housing, Communities and Local Government (MHCLG). Funded by HM Treasury’s Share Outcomes Fund, BOLD runs until March 2025.

BOLD consists of four data and analysis pilot projects:

  • Reducing homelessness
  • Supporting victims of crime
  • Reducing reoffending
  • Reducing substance misuse

The Welsh Substance Misuse Pilot

In Wales, colleagues from Welsh Government, Public Health Wales and SAIL Databank work closely with ADR Wales to undertake an ambitious analytical programme of work focused on substance misuse.

Under the BOLD programme, Ministry of Justice datasets have been successfully incorporated into the SAIL Databank, linking justice together with Welsh health, social care, education and population data for the first time.

Using this wealth of linked data, the BOLD Substance Misuse Wales research focusses on the following areas:

  • Missed opportunities for prevention of escalation to problematic substance misuse
  • Effectiveness of substance misuse treatment
  • Intergenerational effects of substance misuse in households
  • Pathways for those sentenced to community treatment requirements and outcomes
  • Children looked after and experiences of substance misuse
  • Interaction between substance misuse and homelessness

Publications

Data Insight: The interplay between youth justice and substance misuse: Scoping the use of administrative data

March 2026

This Data Insight draws on an analysis examining historic Welsh youth justice and substance misuse data to explore the relationship between referrals for treatment and youth offending behaviour.

View document

Data Insight: ‘Deep dive’ into homelessness using the Welsh Substance Misuse Data Set

October 2025

In this Data Insight, Dr Ian Thomas from the Housing and Homelessness research team at ADR Wales conducts a ‘deep dive’ into homelessness using the Substance Misuse Data Set (SMDS). He explores potential ways in which the SMDS could be used to generate evidence related to the experience of homelessness as it overlaps with substance misuse.

View document

Report: The interplay between children looked after and substance misuse: Scoping the use of administrative data

April 2025

This study uses linked administrative data to investigate how being a Child Looked After (CLA) influences the likelihood of substance misuse events. The role played by sociodemographic characteristics, category of need and placement type is also considered.

View document

News & Blogs

In memory of Dr Helen Hodges

3 March 2026
Published in honour of Dr Helen Hodges It is with great sadness that we share the news of the passing of our dear colleague and friend, Dr Helen Hodges. Helen…
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ADR Wales’ Delyth James wins prestigious Analysis in Government Rising Star Award

27 January 2026
ADR Wales is proud to announce that Delyth James, who works within the Welsh Government arm of ADR Wales, has been named this year’s winner of the Analysis in Government…
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Deep dive explores overlap of homelessness and substance misuse

28 October 2025
In a new Data Insight, Dr Ian Thomas from the ADR Wales Housing and Homelessness research team conducts a ‘deep dive’ into homelessness using the Substance Misuse Data Set (SMDS),…
Read more

Team Members

Silvia Colonna

Senior Statistical Officer, Early Years, Mental Health

Gareth Davies

SAIL Databank

Sam Fallick

Higher Statistical Officer, BOLD project, Early Years

Ian Farr

SAIL Databank

Delyth James

Principal Data Scientist

Columbus Ohaeri

Public Health Wales

Josie Smith

Public Health Wales

Hywel Turner Evans

SAIL Databank

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