Data Quality Programme Briefing John Madsen, 29 April 2009
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Transcript of Data Quality Programme Briefing John Madsen, 29 April 2009
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Data Quality Programme Briefing John Madsen, 29 April 2009
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DQ Quotes
• Somebody, somewhere has already solved this problem – if only we knew where to look
• We don’t actually turn up every morning planning to create bad data
• Telling people off doesn’t improve data quality• It’s no good just telling us we have 5% errors – we need to
know what the errors are so we can fix them• People don’t realise that bad data is bad for patient care,
bad for income, and bad for reputation• Most of the problems occur in gaps – between systems,
organisations, programmes, standards, responsibility…
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Vision
Improve the quality of data throughout the NHS and Social Care by:
• Raising awareness about the impact of data quality
• Helping data suppliers to improve data quality
• Providing data suppliers and data users with a data quality grading scheme.
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DQ Stakeholders
• Regulators: Audit Commission, Care Quality Commission, Monitor, UK Statistics Authority
• Users: DH, Commissioners, SHAs, PCTs, researchers
• Data suppliers: SHAs, PCTs, NHS BSA, care providers
• Data quality mediators: Clinical Back Office, National Back Office, Local Back Offices, SHAs, PCTs
• System providers: CFH, LSPs, system suppliers.
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DQ related initiatives
• PDS• IQAP• NBO • Annual Health Check• PbR Assurance• IG Toolkit• SUS Data Quality Dashboard• ESR• Clinical Dashboards• NHS Comparators• GPES …
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Help data suppliers improve data quality by:
DQ GuildThe network of
DQ champions and practitioners with
representatives in everyhealth and social care
organisation
DQ LexiconSignposts to
tools and good practice. Special
interest groups andforums.
• Establishing a self-sustaining network of empowered data quality champions
• Setting up an accessible, searchable, index of available data quality measurement, monitoring, and improvement tools
• Establishing a continuously updated library of data quality guidance and good practice.
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Frontline DQAwareness and
education. Impact ofdata quality on patients,organisations and staff.
Basic DQ guidance
DQ LexiconSignposts to
tools and good practice. Special
interest groups andforums.
Raise awareness by ensuring that people and organisations: DQ Guild
The network of DQ champions and practitioners with
representatives in everyhealth and social care
organisation
• recognise and understands the impact of data quality on care, resources, reputation and business processes
• understand what resources are available to measure, monitor, and improve data quality, and knows where to find those resources
• know that they can refer data quality issues to the programme for resolution
DQ Clinic
Fix intractable DQ problems
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Provide data suppliers and data users with a data quality grading scheme which will:
DQ HallmarkOrganisational DQ
Standard framework.Self assessment tools.
Formal audit. DQ monitoring.
DQ TouchstoneComparator
Quality IndicatorsAcross datasets and collections. Linked to
data catalogue.
• Indicate the credibility of an organisation’s data
• Provide a standard for comparing data quality between organisations
• Help organisations to continuously improve their data quality processes.
DQ GuildThe network of
DQ champions and practitioners with
representatives in everyhealth and social care
organisation
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DQ Programme – related IC programmes
Primary Care
Secondary Care
Adult Social Care Services
Quality Infrastructure
Raising Awareness
Quality Grading
Helping Providers
TouchstoneHallmarkFrontline Lexicon Guild
PRIMIS+
SUS
Improve Data Quality
NASCIS
ESR
CQUIN/MQI
Clinic
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#1!
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DQ Clinic & SQUiD
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Not the DQ Lexicon
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DQ Guild
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Get converted – Join the Guild