Merge pull request #80 from nhs-r-community/updates

Updates

.github/workflows/quarto-publish.yml

@@ -28,10 +28,15 @@ jobs:
       url: ${{ steps.deployment.outputs.page_url }}
     runs-on: ubuntu-latest
     container:
-      image: ghcr.io/dukestatsci/r_gh_actions:latest
+      image: ghcr.io/nhs-r-community/r_gh_actions:latest
     steps:
       - uses: actions/checkout@v4
 
+      - uses: actions/cache@v4
+        with:
+          key: packages
+          path: /usr/local/lib/R/site-library
+
       - name: Install Missing Packages
         run: |
           missing = checklist::install_missing_pkgs(dir = "./", glob = "*.qmd")
@@ -51,7 +56,6 @@ jobs:
         env:
           GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
 
-
       - name: Build site
         run: |
           quarto render

data_sources.qmd

@@ -1,25 +1,26 @@
----
-title: "Data Sources"
----
+# Data Sources
 
-## Raw Data
+## Raw data
 
-### Indices of Multiple Deprivation (IMD) (2019) Data  
-(Ministry of Housing, Communities, and Local Government)  
-<https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019>{target="_blank"} 
+### Indices of Multiple Deprivation (IMD) (2019) Data
+
+(Ministry of Housing, Communities, and Local Government)\
+[https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019](https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019){target="_blank"}
 
 ## Publicly Accessible Analysis & Dashboards
 
-### PowerBI dashboard of NHS Acute Trust Catchment Populations  
-(Office for Health Improvement and Disparities)  
-[NHS Acute (Hospital) Trust Catchment Populations](https://app.powerbi.com/view?r=eyJrIjoiODZmNGQ0YzItZDAwZi00MzFiLWE4NzAtMzVmNTUwMThmMTVlIiwidCI6ImVlNGUxNDk5LTRhMzUtNGIyZS1hZDQ3LTVmM2NmOWRlODY2NiIsImMiOjh9){target="_blank"} 
+### PowerBI dashboard of NHS Acute Trust Catchment Populations
+
+(Office for Health Improvement and Disparities)\
+[NHS Acute (Hospital) Trust Catchment Populations](https://app.powerbi.com/view?r=eyJrIjoiODZmNGQ0YzItZDAwZi00MzFiLWE4NzAtMzVmNTUwMThmMTVlIiwidCI6ImVlNGUxNDk5LTRhMzUtNGIyZS1hZDQ3LTVmM2NmOWRlODY2NiIsImMiOjh9){target="_blank"}
 
 ## Dashboards requiring authentication
 
 ### Health Inequalities Improvement Programme Dashboard (getting access)
-(NHS England)  
-[Health Inequalities Improvement Programme Dashboard (getting access)](https://future.nhs.uk/connect.ti/InequalitiesImprovement/view?objectID=42240816){target="_blank"}  
+
+(NHS England)\
+[Health Inequalities Improvement Programme Dashboard (getting access)](https://future.nhs.uk/connect.ti/InequalitiesImprovement/view?objectID=42240816){target="_blank"}
 
 ### SHAPE Tool
-(Department of Health and Social Care)
-[SHAPE](https://app.shapeatlas.net/place){target="_blank"}  
+
+(Department of Health and Social Care) [SHAPE](https://app.shapeatlas.net/place){target="_blank"}

index.qmd

@@ -12,6 +12,6 @@ It is supported and enabled by:
 
 -   [The Midlands and Lancashire Commissioning Support Unit](https://www.midlandsandlancashirecsu.nhs.uk/)
 
-It is written using the [Quarto](https://quarto.org/) technical publishing system, currently v1.3.450.
+It is written using the [Quarto](https://quarto.org/) technical publishing system.
 
-If you would like to contribute or otherwise get involved in the project, please raise an issue on [GitHub](https://github.com/nhs-r-community/health-inequalities-notebook/issues), or make contact in the NHS-R Slack group.
+If you would like to contribute or otherwise get involved in the project, please raise an issue on [GitHub](https://github.com/nhs-r-community/health-inequalities-notebook/issues), or make contact in the [NHS-R Slack group](https://nhsrcommunity.slack.com/).

mapping.qmd

@@ -4,7 +4,6 @@ title: "Mapping"
 
 # Centroid mapping
 
-Sometimes you have a set of addresses but no way of mapping them. 
-The Office for National Statistics’ [Open Geography Portal](https://www.arcgis.com/home/item.html?id=0c32f51c86554abab67036f07d66d6f6) provides the centroids for all UK postcodes.
+Sometimes you have a set of addresses but no way of mapping them. The Office for National Statistics’ [Open Geography Portal](https://www.arcgis.com/home/item.html?id=0c32f51c86554abab67036f07d66d6f6) provides the centroids for all UK postcodes.
 
-Using R to get centroid information: https://www.trafforddatalab.io/recipes/gis/postcodes.html#
+Using R to get centroid information: <https://www.trafforddatalab.io/recipes/gis/postcodes.html>

peer-groups.qmd

@@ -1,19 +1,13 @@
----
-title: "Peer Groups"
----
+# Peer groups/Nearest Neighbour
 
-## Peer groups/Nearest Neighbour
-
-Comparing areas is a common analytical process but sometimes involve comparing geographically neighbouring areas which are not similar in population or demographics amongst other factors.
-As a consequence of this CIPFA created a [Nearest Neighbour Model (England)](https://www.cipfa.org/services/cipfastats/nearest-neighbour-model) for Local Authorities:
+Comparing areas is a common analytical process but sometimes involve comparing geographically neighbouring areas which are not similar in population or demographics amongst other factors. As a consequence of this CIPFA created a [Nearest Neighbour Model (England)](https://www.cipfa.org/services/cipfastats/nearest-neighbour-model) for Local Authorities:
 
 > Featuring 40 metrics using a wide range of social‐economic indicators, the tool is designed to help you to interpret results and deep dive into how the statistical distance between other authorities arises, enabling you to see how the statistical relationship between you and your neighbours has changed.
 
 Following local government boundary changes to local authority in 2023 this model is being updated and, as of May 2024 tools like the Office for Health Improvement and Disparities [Fingertips](https://fingertips.phe.org.uk/) moved to use the NHS England local authority peer groups for statistical neighbour comparisons.
 
-These calculations are generated using Python with the code is shared through the [ASC_LA_Peer_Groups](https://github.com/NHSDigital/ASC_LA_Peer_Groups) repository. 
-They are calculated by:
+These calculations are generated using Python with the code is shared through the [ASC_LA_Peer_Groups](https://github.com/NHSDigital/ASC_LA_Peer_Groups) repository. They are calculated by:
 
 > a metric of similarity (Euclidean distance) based on standardised, normalised input features from Census 2021 data, including population demographics such as age, ethnicity and educational attainment.
 
-The repository, although relying upon Python is useful in detailing the csv files and their locations that are used to build this calculation.
+The repository, although relying upon Python is useful in detailing the csv files and their locations that are used to build this calculation.

public-health-profiles.qmd

@@ -1,7 +1,3 @@
----
-title: "Public health profiles"
----
-
 # Profiles for England and Wales
 
 Commonly referred to as Fingertips Public Health data can be found through the [dashboard](https://fingertips.phe.org.uk/).