From c6a876cda704120928234cd9e10c9c51797a5590 Mon Sep 17 00:00:00 2001 From: Daniel Goldwater Date: Tue, 7 May 2024 10:21:41 +0100 Subject: [PATCH 1/8] init commit for page --- docs/our_work/a_and_e_forecasting_tool.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) create mode 100644 docs/our_work/a_and_e_forecasting_tool.md diff --git a/docs/our_work/a_and_e_forecasting_tool.md b/docs/our_work/a_and_e_forecasting_tool.md new file mode 100644 index 00000000..a5887dc5 --- /dev/null +++ b/docs/our_work/a_and_e_forecasting_tool.md @@ -0,0 +1,13 @@ +--- +title: Why we’re getting our data teams to RAP +authors: [SamHollings] +date: 2023-01-05 +categories: + - RAP + - Python +links: + - https://digital.nhs.uk/blog/data-points-blog/2023/why-were-getting-our-data-teams-to-rap +slug: rap-in-NHSE +description: > + Reproducible analytical pipelines (RAP) help ensure all published statistics meet the highest standards of transparency and reproducibility. Sam Hollings and Alistair Bullward share their insights on adopting RAP and give advice to those starting out. +--- \ No newline at end of file From 2b2a5caaef72cdcf5257d22831d09e8d687b5c98 Mon Sep 17 00:00:00 2001 From: Daniel Goldwater Date: Wed, 8 May 2024 15:27:40 +0100 Subject: [PATCH 2/8] first draft of page --- .../comparative_forecast.png | Bin 0 -> 49934 bytes docs/images/a_and_e_forecasting/forecast.png | Bin 0 -> 162738 bytes .../a_and_e_forecasting/weekly_trends.png | Bin 0 -> 34713 bytes docs/our_work/a_and_e_forecasting_tool.md | 49 +++++++++++++----- 4 files changed, 37 insertions(+), 12 deletions(-) create mode 100644 docs/images/a_and_e_forecasting/comparative_forecast.png create mode 100644 docs/images/a_and_e_forecasting/forecast.png create mode 100644 docs/images/a_and_e_forecasting/weekly_trends.png diff --git a/docs/images/a_and_e_forecasting/comparative_forecast.png b/docs/images/a_and_e_forecasting/comparative_forecast.png new file mode 100644 index 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b/docs/our_work/a_and_e_forecasting_tool.md index a5887dc5..562ceb46 100644 --- a/docs/our_work/a_and_e_forecasting_tool.md +++ b/docs/our_work/a_and_e_forecasting_tool.md @@ -1,13 +1,38 @@ --- -title: Why we’re getting our data teams to RAP -authors: [SamHollings] -date: 2023-01-05 -categories: - - RAP - - Python -links: - - https://digital.nhs.uk/blog/data-points-blog/2023/why-were-getting-our-data-teams-to-rap -slug: rap-in-NHSE -description: > - Reproducible analytical pipelines (RAP) help ensure all published statistics meet the highest standards of transparency and reproducibility. Sam Hollings and Alistair Bullward share their insights on adopting RAP and give advice to those starting out. ---- \ No newline at end of file +title: 'Accident and Emergency (A&E) Forecasting Tool' +summary: 'A probabilistic model which gives a three-week forecast for A&E departments, predicting their expected admissions loads' +origin: '' +tags: ['MODELLING', 'HOSPITAL', 'MONTE CARLO', 'MCMC', 'URGENT CARE', 'ACCIDENT AND EMERGENCY'] +--- + +The NHS National Data Platform is a single data, modelling and integration platform that provides users with reliable and timely data in order to make informed, effective decisions. The platform contains information from dozens of datasets covering a wide variety of metrics, incorporates modelling and predictions on that data to provide a single source of truth. + + +Breakdowns are provided at the Country, Region, ICS, Trust, and Site level. Weekly trends are provided. + +![text](../images/a_and_e_forecasting/weekly_trends.png) + +Forecasts are created at the chosen level of granularity (site, region, and so on); and these show expected admissions numbers for the following three weeks. These forecasts come with different levels of specificity, and differing levels of confidence. Users can view different forecasts in this way. For example, the 95% confidence interval forecast makes a less specific prediction than the 50% CI forecast, but as such the predictions made here are more likely to be correct. +![text](../images/a_and_e_forecasting/forecast.png) + +If looking at a higher level of granularity, such as region, a breakdown of constituent locations is shown comparing their forecast admission rates[^1]. +![text](../images/a_and_e_forecasting/comparative_forecast.png) + + +[^1]: Here the different lines correspond to different ICBs within a region. We have intentionally omitted the legend from this example, since the we are aiming to illustrate the functionality of the tool, and not to provide information about particular forecasts at particular site. + +The forecasts themselves are produced using a Hierarchical Linear Bayesian Forecast, based on Monte Carlo Markov Chain modelling techniques. We link to some useful explanatory tools below. + +### Links + +Note that the following links are hosted on the Future NHS website, which requires an account and is not open to the general public. + +Links| +---| +[User Guide](https://future.nhs.uk/nationaldataplatformfoundry/view?objectID=121110405)| +[Product](https://nhs.sharepoint.com/:w:/r/sites/datasciencerepository/Shared%20Documents/General/03%20Doing%20the%20work/06%20Other/FDP%20Transition/Product%20Documentation%20A%26E%20Admissions%20Forecasting%20Tool.docx?d=w38397884e8a94be89e45bcc338458b99&csf=1&web=1&e=LCbt5S)| +[Prophet Forecasting Repo](https://github.com/facebook/prophet)| +[Accessible lecture on MCMC modelling methods](https://www.youtube.com/watch?v=rZk2FqX2XnY&ab_channel=RichardMcElreath)| + + +[comment]: <> (The below header stops the title from being rendered (as mkdocs adds it to the page from the "title" attribute) - this way we can add it in the main.html, along with the summary.) \ No newline at end of file From 621e6483aa91ab9b167992911e628510ee9c83b7 Mon Sep 17 00:00:00 2001 From: Daniel Goldwater Date: Wed, 8 May 2024 15:42:46 +0100 Subject: [PATCH 3/8] tidied intro --- docs/our_work/a_and_e_forecasting_tool.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/docs/our_work/a_and_e_forecasting_tool.md b/docs/our_work/a_and_e_forecasting_tool.md index 562ceb46..0861c3e7 100644 --- a/docs/our_work/a_and_e_forecasting_tool.md +++ b/docs/our_work/a_and_e_forecasting_tool.md @@ -5,10 +5,9 @@ origin: '' tags: ['MODELLING', 'HOSPITAL', 'MONTE CARLO', 'MCMC', 'URGENT CARE', 'ACCIDENT AND EMERGENCY'] --- -The NHS National Data Platform is a single data, modelling and integration platform that provides users with reliable and timely data in order to make informed, effective decisions. The platform contains information from dozens of datasets covering a wide variety of metrics, incorporates modelling and predictions on that data to provide a single source of truth. +The A&E forecasting tool takes historical data from A&E departments, and uses this as a basis for modelling what admissions levels are likely to look like over the coming days and weeks. This is a probabilistic model, which provides a forecasted window within which a given location's admissions numbers are likely to fall, for each day over a three week period starting on the day of the forecast. - -Breakdowns are provided at the Country, Region, ICS, Trust, and Site level. Weekly trends are provided. +Having this information can help departments, trusts, and ICS' plan and prepare for the demand placed on their services. Breakdowns are provided at the Country, Region, ICS, Trust, and Site level. Weekly trends are provided. ![text](../images/a_and_e_forecasting/weekly_trends.png) From 72e1682a7c3f700a83edb5a89f782a4c6a7eb4aa Mon Sep 17 00:00:00 2001 From: Daniel Goldwater Date: Thu, 9 May 2024 11:57:10 +0100 Subject: [PATCH 4/8] enacted achuts suggestions --- docs/our_work/a_and_e_forecasting_tool.md | 20 +++++++++++--------- 1 file changed, 11 insertions(+), 9 deletions(-) diff --git a/docs/our_work/a_and_e_forecasting_tool.md b/docs/our_work/a_and_e_forecasting_tool.md index 0861c3e7..10831c78 100644 --- a/docs/our_work/a_and_e_forecasting_tool.md +++ b/docs/our_work/a_and_e_forecasting_tool.md @@ -5,7 +5,7 @@ origin: '' tags: ['MODELLING', 'HOSPITAL', 'MONTE CARLO', 'MCMC', 'URGENT CARE', 'ACCIDENT AND EMERGENCY'] --- -The A&E forecasting tool takes historical data from A&E departments, and uses this as a basis for modelling what admissions levels are likely to look like over the coming days and weeks. This is a probabilistic model, which provides a forecasted window within which a given location's admissions numbers are likely to fall, for each day over a three week period starting on the day of the forecast. +The A&E forecasting tool models historical data from A&E departments to forecast likely admissions numbers over the coming days up to three weeks in advance. This is a probabilistic model, which provides confidence intervals within which a given location's admissions numbers are likely to fall. Breakdowns are provided at the Country, Region, ICS, Trust, and Site level as well as broad age groups. The tool is intended to be used alongside local information to help trusts and ICSs plan and prepare for the demand placed on their services. Having this information can help departments, trusts, and ICS' plan and prepare for the demand placed on their services. Breakdowns are provided at the Country, Region, ICS, Trust, and Site level. Weekly trends are provided. @@ -20,18 +20,20 @@ If looking at a higher level of granularity, such as region, a breakdown of cons [^1]: Here the different lines correspond to different ICBs within a region. We have intentionally omitted the legend from this example, since the we are aiming to illustrate the functionality of the tool, and not to provide information about particular forecasts at particular site. -The forecasts themselves are produced using a Hierarchical Linear Bayesian Forecast, based on Monte Carlo Markov Chain modelling techniques. We link to some useful explanatory tools below. +The tool uses a Bayesian hierarchical time series forecasting model that is inspired by Facebook's ['prophet' model](https://github.com/facebook/prophet) and uses Monte Carlo Markov Chain (MCMC) technique to infer model parameters. Since the model can be decomposed into components, these component-level breakdowns are also provided to users in the dashboard to help explain the contribution of each component to forecasted admission numbers. + +We provide links to relevant guides, documentation, and tools below. ### Links -Note that the following links are hosted on the Future NHS website, which requires an account and is not open to the general public. +Note that some of the following links are hosted on the Future NHS website, which requires an account and is not open to the general public. -Links| ----| -[User Guide](https://future.nhs.uk/nationaldataplatformfoundry/view?objectID=121110405)| -[Product](https://nhs.sharepoint.com/:w:/r/sites/datasciencerepository/Shared%20Documents/General/03%20Doing%20the%20work/06%20Other/FDP%20Transition/Product%20Documentation%20A%26E%20Admissions%20Forecasting%20Tool.docx?d=w38397884e8a94be89e45bcc338458b99&csf=1&web=1&e=LCbt5S)| -[Prophet Forecasting Repo](https://github.com/facebook/prophet)| -[Accessible lecture on MCMC modelling methods](https://www.youtube.com/watch?v=rZk2FqX2XnY&ab_channel=RichardMcElreath)| +Links| Accessible By | +---|---| +[User Guide](https://future.nhs.uk/nationaldataplatformfoundry/view?objectID=121110405)| NHS Staff | +[Product](https://nhs.sharepoint.com/:w:/r/sites/datasciencerepository/Shared%20Documents/General/03%20Doing%20the%20work/06%20Other/FDP%20Transition/Product%20Documentation%20A%26E%20Admissions%20Forecasting%20Tool.docx?d=w38397884e8a94be89e45bcc338458b99&csf=1&web=1&e=LCbt5S)| NHS Staff| +[Prophet Forecasting Repo](https://github.com/facebook/prophet)| Public | +[Accessible lecture on MCMC modelling methods](https://www.youtube.com/watch?v=rZk2FqX2XnY&ab_channel=RichardMcElreath)| Public| [comment]: <> (The below header stops the title from being rendered (as mkdocs adds it to the page from the "title" attribute) - this way we can add it in the main.html, along with the summary.) \ No newline at end of file From 36fd9a66d30e05937b06b3541cb1032dc7c807a0 Mon Sep 17 00:00:00 2001 From: Daniel Goldwater Date: Mon, 20 May 2024 09:06:46 +0100 Subject: [PATCH 5/8] added to .yml --- mkdocs.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/mkdocs.yml b/mkdocs.yml index 42a78064..c19a1a68 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -31,6 +31,7 @@ nav: - NHS.UK Automatic Moderation of Ratings & Reviews: our_work/ratings-and-reviews.md - Reproducible Analytical Pipelines Squad: our_work/ds218_rap_community_of_practice.md - Tool to Asses Privacy Risk of Text Data - Extended: our_work/ds255_privacyfp.md + - A&E Forecasting Tool: our_work/a_and_e_forecasting_tool.md - Past Projects: - 2023: - AI Models for Shortlisting Interview Candidates: our_work/casestudy-recruitment-shortlisting.md From 46bdc8655a09c7c92d9c748b9eb816637ab41a5b Mon Sep 17 00:00:00 2001 From: Daniel Goldwater Date: Mon, 20 May 2024 13:33:44 +0100 Subject: [PATCH 6/8] Added overview pic and alt text for 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zlD+AvUF3>E97Oc$I4K`eM3Ky;- zNxG}=9CtQ+DI^h532*G;z6CiN>u0CH%2p*jhTenz0f34|W{OuLZ}yh6UC#UHRHBak zOlEFoy^R25m1!LEv=L3G8+4Y0gc;S^nX&t<%Q^}hRlb7==Ed!8XTw)c#9L;D#!2@s zfi>&o%-Ftg&@mc)5YT7!#d*qB(qVG4=7yco3dloQy;|YH)A(k+S0lnL z;4u~8XTkdyQ^Y}L0M7`>;HFvDQ{eAEZ8SGkYPMKQJ);mGIFBO9nJnyxC0ujjw^kis z#j&thU+4&qRJz3wYIcLUrBn79qz*l}0L&k0o$@Uxo>==9{{?d_Q{vRID|>Nav6=xi zw`5GUr^!E<>7QF*nbmUr2NwN*=luYtf#%GAIi27kzF9!s{;N3*-8^t`!XHjQ`#N#^ Oje_hO8JM(L$o~aZzuPJR literal 0 HcmV?d00001 diff --git a/docs/our_work/a_and_e_forecasting_tool.md b/docs/our_work/a_and_e_forecasting_tool.md index 10831c78..10a16f81 100644 --- a/docs/our_work/a_and_e_forecasting_tool.md +++ b/docs/our_work/a_and_e_forecasting_tool.md @@ -1,22 +1,21 @@ --- title: 'Accident and Emergency (A&E) Forecasting Tool' -summary: 'A probabilistic model which gives a three-week forecast for A&E departments, predicting their expected admissions loads' +summary: 'A probabilistic model which gives a three-week forecast for A&E departments, predicting their expected admissions loads.' origin: '' -tags: ['MODELLING', 'HOSPITAL', 'MONTE CARLO', 'MCMC', 'URGENT CARE', 'ACCIDENT AND EMERGENCY'] +tags: ['MODELLING', 'HOSPITAL', 'MONTE CARLO', 'URGENT CARE', ] --- The A&E forecasting tool models historical data from A&E departments to forecast likely admissions numbers over the coming days up to three weeks in advance. This is a probabilistic model, which provides confidence intervals within which a given location's admissions numbers are likely to fall. Breakdowns are provided at the Country, Region, ICS, Trust, and Site level as well as broad age groups. The tool is intended to be used alongside local information to help trusts and ICSs plan and prepare for the demand placed on their services. Having this information can help departments, trusts, and ICS' plan and prepare for the demand placed on their services. Breakdowns are provided at the Country, Region, ICS, Trust, and Site level. Weekly trends are provided. -![text](../images/a_and_e_forecasting/weekly_trends.png) +![Image of weekly trends being predicted and compared](../images/a_and_e_forecasting/weekly_trends.png) Forecasts are created at the chosen level of granularity (site, region, and so on); and these show expected admissions numbers for the following three weeks. These forecasts come with different levels of specificity, and differing levels of confidence. Users can view different forecasts in this way. For example, the 95% confidence interval forecast makes a less specific prediction than the 50% CI forecast, but as such the predictions made here are more likely to be correct. -![text](../images/a_and_e_forecasting/forecast.png) +![Image showing plot of historical and predicted admissions rates. The plot shows the confidence intervals for the model's fit to historical data, and for its predictions.](../images/a_and_e_forecasting/forecast.png) If looking at a higher level of granularity, such as region, a breakdown of constituent locations is shown comparing their forecast admission rates[^1]. -![text](../images/a_and_e_forecasting/comparative_forecast.png) - +![Example plot showing estimated daily admissions for a range of sites.](../images/a_and_e_forecasting/comparative_forecast.png) [^1]: Here the different lines correspond to different ICBs within a region. We have intentionally omitted the legend from this example, since the we are aiming to illustrate the functionality of the tool, and not to provide information about particular forecasts at particular site. From 4a8109819d0026536e3864e2bddd8b6f82f01dd1 Mon Sep 17 00:00:00 2001 From: amaiaita <114224821+amaiaita@users.noreply.github.com> Date: Mon, 20 May 2024 13:11:01 +0000 Subject: [PATCH 7/8] add to mkdocs.yml --- mkdocs.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/mkdocs.yml b/mkdocs.yml index c19a1a68..3b35609f 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -82,6 +82,7 @@ nav: - Parkinson's Disease Pathology Prediction: our_work/parkinsons-detection.md - Predicting Negligence Claims: our_work/nhs-resolution.md - Renal Health Prediction: our_work/renal-health-prediction.md + - A&E Forecasting Tool: our_work/a_and_e_forecasting_tool.md - Data Science for Linked/Longitudinal Data: - Data Linkage Enhancement: our_work/linkage.md - Inequalities in Diabetes from PHM Data: our_work/p32_phmdiabetes.md From d0d51dda99babf3d2c921bc7025653b564dd5e35 Mon Sep 17 00:00:00 2001 From: Daniel Goldwater Date: Mon, 20 May 2024 14:21:20 +0100 Subject: [PATCH 8/8] moved image --- docs/our_work/a_and_e_forecasting_tool.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/our_work/a_and_e_forecasting_tool.md b/docs/our_work/a_and_e_forecasting_tool.md index 10a16f81..859c7d17 100644 --- a/docs/our_work/a_and_e_forecasting_tool.md +++ b/docs/our_work/a_and_e_forecasting_tool.md @@ -5,6 +5,8 @@ origin: '' tags: ['MODELLING', 'HOSPITAL', 'MONTE CARLO', 'URGENT CARE', ] --- +![Image showing plot of historical and predicted admissions rates. The plot shows the confidence intervals for the model's fit to historical data, and for its predictions.](../images/a_and_e_forecasting/forecast.png) + The A&E forecasting tool models historical data from A&E departments to forecast likely admissions numbers over the coming days up to three weeks in advance. This is a probabilistic model, which provides confidence intervals within which a given location's admissions numbers are likely to fall. Breakdowns are provided at the Country, Region, ICS, Trust, and Site level as well as broad age groups. The tool is intended to be used alongside local information to help trusts and ICSs plan and prepare for the demand placed on their services. Having this information can help departments, trusts, and ICS' plan and prepare for the demand placed on their services. Breakdowns are provided at the Country, Region, ICS, Trust, and Site level. Weekly trends are provided. @@ -12,7 +14,6 @@ Having this information can help departments, trusts, and ICS' plan and prepare ![Image of weekly trends being predicted and compared](../images/a_and_e_forecasting/weekly_trends.png) Forecasts are created at the chosen level of granularity (site, region, and so on); and these show expected admissions numbers for the following three weeks. These forecasts come with different levels of specificity, and differing levels of confidence. Users can view different forecasts in this way. For example, the 95% confidence interval forecast makes a less specific prediction than the 50% CI forecast, but as such the predictions made here are more likely to be correct. -![Image showing plot of historical and predicted admissions rates. The plot shows the confidence intervals for the model's fit to historical data, and for its predictions.](../images/a_and_e_forecasting/forecast.png) If looking at a higher level of granularity, such as region, a breakdown of constituent locations is shown comparing their forecast admission rates[^1]. ![Example plot showing estimated daily admissions for a range of sites.](../images/a_and_e_forecasting/comparative_forecast.png)