Data quality workshop: getting it right –
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Data quality workshop: getting it right –

Author : conchita-marotz | Published Date : 2025-06-23

Description: Data quality workshop getting it right financial regulatory metrics Steve Smedley Acuity Agenda 1 Benchmarking basics reminder 2 Sector metrics how they relate a bit about VFM 3 4 key Acuity cost metrics 4 Regulatory

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Transcript:Data quality workshop: getting it right –:
Data quality workshop: getting it right – financial & regulatory metrics Steve Smedley, Acuity Agenda 1) Benchmarking basics – reminder 2) Sector metrics: how they relate (& a bit about VFM) 3) 4 key Acuity cost metrics 4) Regulatory metrics Put away any sharp objects now Benchmarking results + other quantitative & qualitative data Analysis What’s the story? How are we doing? Insight Understand strengths, weaknesses, priorities Decisions Further investigation, priorities, resource allocation, improvement action Past Biz Plan Review Cycle Future Implement Evidence-based Biz Plans & VFM Strategy/Action Plans benchmarking is the start of a journey not the last word biz analysis tool (internal) – explore variation, understand cost drivers evidence-based resource allocation & focused improvement work aim high - achieve ambition mitigate risks in challenging circs – create headroom/buffer transparency/accountability/political management tool (external & internal) provide assurance of sound grasp of cost and performance (ie VFM), in context, – a VFM regulatory requirement Benchmarking basics Benchmarking basics it is not ‘the answer’ or last word on VFM – ‘computer says no’ limitation of metrics - data means nothing without the story of ‘why it is so’ financial metrics often as much about context as performance cost & performance (inc quality & scope) in the round, complemented with other info …….so arguably judging your VFM is a very human, nuanced qualitative assessment taken in context of your mission & prevailing operating environment/circumstances considering available quantitative/qualitative data in the round not a finely calibrated tool for league tabling getting hung up on immaterial/minor apportionment exposing individuals All definitions available on data entry page by clicking on the blue ‘?’ data quality is a hot issue for RSH likely to go up agenda (White Paper transparency/accountability theme) stick to the definition - might be different to how you traditionally count something definitions can’t legislate for every eventuality – sometimes need interpreting – call us – clubs a useful forum to discuss this plus HouseMark crosscheck Benchmarking basics when submitting end of year data, don’t forget to ensure your profile is up to date ‘profile’ page provides essential biz context eg GN, supported, HfOP stock #s, other forms of housing, turnover, staffing levels – useful when picking a bespoke peer group Sector metrics: how they relate & a bit about VFM Sector Scorecard ( voluntary benchmarking) Evidencing & Reporting VFM Sector Scorecard ( voluntary benchmarking) Evidencing & Reporting VFM Regulatory requirements ( mandatory)

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