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Merge pull request #138 from The-Strategy-Unit/model-updates-v3
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🔊 Add model updates v3.0
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yiwen-h authored Nov 14, 2024
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# Update 2024/11/13

## v3.0

This update is a major release.

The reason that it is a major release is that the pipeline for data pre-processing has been migrated from SQL to Databricks. The new data pre-processing scripts are available in the public repository [nhp_data](https://github.com/The-Strategy-Unit/nhp_data). This repository supersedes the [nhp_sql](https://github.com/The-Strategy-Unit/nhp_sql) repository which will be publicly archived and no longer maintained.

As part of migrating our data pre-processing, there are a number of changes to the data which are detailed in the [data log](../data_extraction/data_log.qmd). Each scheme will be provided with new detailed baseline files for v3.0.

### Additional information to support conversion to capacity

We have introduced the following information to the standard model results:

- More detailed breakdown of Length of Stay category 1-7 days, into the new categories 1-day, 2-day, 3-day, and 4-7 days.
- A&E data now includes A&E follow-up activity. This may mean that you see larger numbers in A&E data in v3.0 onwards. The outputs app currently does not separate out this activity, but it is available in the data downloads.

We are also working on providing more comprehensive "detailed results", which are available on request via Model Relationship Managers. These will include the following fields:

- Acuity level for A&E activity
- Flag for delivery spells in maternity inpatients activity
- HRG codes for inpatients

### Bugfixes

- Virtual Wards efficiencies mitigators were not working, this has been resolved.

# Update 2024/08/24

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