From 017c10dd527967cc9bbbc760f2488ef86fc555fd Mon Sep 17 00:00:00 2001 From: jennajt Date: Tue, 3 Sep 2024 16:08:41 +0100 Subject: [PATCH] Updated england secondary care metrics to latest data --- R/sysdata.rda | Bin 4600 -> 4689 bytes .../england-critical-general-acute-beds.R | 37 ++++++----- data-raw/england-hospital-discharge-data.R | 60 ++++++++++++------ data-raw/query-urls.R | 12 +++- data/england_critical_general_acute_beds.rda | Bin 55976 -> 62617 bytes data/england_icb_criteria_to_reside.rda | Bin 36771 -> 47206 bytes data/england_icb_discharged_patients.rda | Bin 70803 -> 81855 bytes data/england_trust_criteria_to_reside.rda | Bin 83124 -> 110506 bytes data/england_trust_discharged_patients.rda | Bin 162138 -> 188750 bytes 9 files changed, 74 insertions(+), 35 deletions(-) diff --git a/R/sysdata.rda b/R/sysdata.rda index d28e54c6356a27ca4c22cae657a75bad84d2cad8..d881232a9e48ca4082a1c4f2b86927a08c05719e 100644 GIT binary patch literal 4689 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filter(!(date %in% c("April 2023"))) |> pull(id), - sheet = rep(2, 15), range = c(rep("D26:V163", 7), rep("D26:AB163", 8)), date = c( @@ -172,14 +171,14 @@ scrape_data_after_aug23 <- function(id, sheet, range, date) { select( nhs_trust22_code = 1, general_acute_beds_available = 3, - general_acute_beds_occupied =7, + general_acute_beds_occupied = 7, general_acute_beds_occupancy_rate = 8, adult_general_acute_beds_available = 10, - adult_general_acute_beds_occupied =14, + adult_general_acute_beds_occupied = 14, adult_general_acute_beds_occupancy_rate = 15, - paediatric_general_acute_beds_available =17, + paediatric_general_acute_beds_available = 17, paediatric_general_acute_beds_occupied = 21, - paediatric_general_acute_beds_occupancy_rate =22, + paediatric_general_acute_beds_occupancy_rate = 22, adult_critical_care_beds_available = 24, adult_critical_care_beds_occupied = 25, adult_critical_care_occupancy_rate = 26, @@ -188,10 +187,10 @@ scrape_data_after_aug23 <- function(id, sheet, range, date) { paediatric_intensive_cared_occupancy_rate = 29, neonatal_intensive_care_bed_avaialble = 30, neonatal_intensive_care_bed_occupied = 31, - neonatal_intensive_care_occupancy_rate =32 + neonatal_intensive_care_occupancy_rate = 32 ) |> - mutate(date = date) |> - relocate(date, .after = nhs_trust22_code) |> + mutate(date = date) |> + relocate(date, .after = nhs_trust22_code) |> mutate_at(vars(3:20), as.double) @@ -205,17 +204,22 @@ df <- tibble( id = query_urls |> filter(str_detect(id, "^nhs_critical_general_acute_beds")) |> - filter(date %in% c("August 2023", "September 2023", "October 2023", "November 2023", "December 2023")) |> + filter(date %in% c( + "August 2023", "September 2023", "October 2023", "November 2023", "December 2023", + "January 2024", "February 2024", "March 2024" + )) |> pull(id), - sheet = rep(2, 5), - range = rep("C69:AH204",5), + sheet = rep(2, 8), + range = rep("C69:AH204", 8), date = c( "August 2023", "September 2023", "October 2023", "November 2023", - "December 2023" - + "December 2023", + "January 2024", + "February 2024", + "March 2024" ) ) @@ -226,7 +230,8 @@ england_critical_general_acute_beds <- bind_rows( england_critical_general_acute_beds_april23, england_critical_general_acute_beds_afteraug23 - ) + ) |> + drop_na(nhs_trust22_code) # Save output to data/ folder diff --git a/data-raw/england-hospital-discharge-data.R b/data-raw/england-hospital-discharge-data.R index 640fdee..eaa2f91 100644 --- a/data-raw/england-hospital-discharge-data.R +++ b/data-raw/england-hospital-discharge-data.R @@ -109,7 +109,7 @@ england_trust_criteria_to_reside_before_may23 <- fill(do_not_meet_criteria_to_reside) # Save output to data/ folder -#usethis::use_data(england_trust_criteria_to_reside, overwrite = TRUE) +# usethis::use_data(england_trust_criteria_to_reside, overwrite = TRUE) # - Number discharged trust_discharged_patients_before_may23 <- @@ -128,7 +128,7 @@ england_trust_discharged_patients_before_may23 <- ungroup() # Save output to data/ folder -#usethis::use_data(england_trust_discharged_patients, overwrite = TRUE) +# usethis::use_data(england_trust_discharged_patients, overwrite = TRUE) # ---- ICB level data ---- # Older 'h' codes are provided in the data that need replacing with newer ICB @@ -173,7 +173,7 @@ england_icb_criteria_to_reside_before_may23 <- icb_criteria_to_reside_before_may select(-icb22_code_h) # Save output to data/ folder -#usethis::use_data(england_icb_criteria_to_reside, overwrite = TRUE) +# usethis::use_data(england_icb_criteria_to_reside, overwrite = TRUE) # - Number discharged icb_discharged_patients_before_may23 <- @@ -267,12 +267,24 @@ trust_df <- filter(str_detect(id, "^nhs_hospital_discharge")) |> slice(15:n()) |> # filter from June '23 onwards pull(id), - sheet = rep("Table 2", 7), - number_of_areas = c(120, 119,119,119,119,119,119), - range = c("C59:CP179","C59:CS178","C59:CS178", "C58:CP177", "C58:CS177","C58:CP177","C58:CS177" ), - date_start = c( "2023-06-01", "2023-07-01", "2023-08-01", "2023-09-01", "2023-10-01", "2023-11-01", "2023-12-01"), - date_end = c("2023-06-30", "2023-07-31", "2023-08-31", "2023-09-30", "2023-10-31", "2023-11-30", "2023-12-31"), - days = c( 30, 31, 31, 30, 31, 30, 31) + sheet = rep("Table 2", 14), + number_of_areas = c(120, 119, 119, 119, 119, 119, 119, 119, 119, 119, 119, 119, 119, 119), + range = c( + "C59:CP179", "C59:CS178", "C59:CS178", "C58:CP177", "C58:CS177", "C58:CP177", + "C58:CS177", "C58:CS177", "C58:CM177", "C58:CS177", "C58:CP177", "C58:CS177", + "C58:CP177", "C58:CS177" + ), + date_start = c( + "2023-06-01", "2023-07-01", "2023-08-01", "2023-09-01", "2023-10-01", + "2023-11-01", "2023-12-01", "2024-01-01", "2024-02-01", "2024-03-01", + "2024-04-01", "2024-05-01", "2024-06-01", "2024-07-01" + ), + date_end = c( + "2023-06-30", "2023-07-31", "2023-08-31", "2023-09-30", "2023-10-31", + "2023-11-30", "2023-12-31", "2024-01-31", "2024-02-29", "2024-03-31", + "2024-04-30", "2024-05-31", "2024-06-30", "2024-07-31" + ), + days = c(30, 31, 31, 30, 31, 30, 31, 31, 29, 31, 30, 31, 30, 31) ) # Build df after May'23 @@ -289,7 +301,7 @@ trust_criteria_to_reside_after_may23 <- # Join the data before may'23 with after may'23 -england_trust_criteria_to_reside <- +england_trust_criteria_to_reside <- bind_rows( england_trust_criteria_to_reside_before_may23, trust_criteria_to_reside_after_may23 @@ -332,12 +344,24 @@ icb_df <- filter(str_detect(id, "^nhs_hospital_discharge")) |> slice(15:n()) |> # Filter for after May'23 pull(id), - sheet = rep("Table 2", 7), - number_of_areas = c(42, 42, 42, 41, 41, 41, 41), - range = c("C15:CP57", "C15:CS57", "C15:CS57", "C15:CP56", "C15:CS56", "C15:CP56", "C15:CS56" ), - date_start = c( "2023-06-01", "2023-07-01", "2023-08-01", "2023-09-01", "2023-10-01", "2023-11-01", "2023-12-01"), - date_end = c("2023-06-30", "2023-07-31", "2023-08-31", "2023-09-30", "2023-10-31", "2023-11-30", "2023-12-31"), - days = c( 30, 31, 31, 30, 31, 30, 31) + sheet = rep("Table 2", 14), + number_of_areas = c(42, 42, 42, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41), + range = c( + "C15:CP57", "C15:CS57", "C15:CS57", "C15:CP56", "C15:CS56", "C15:CP56", "C15:CS56", + "C15:CS56", "C15:CM56", "C15:CS56", "C15:CP56", "C15:CS56", + "C15:CP56", "C15:CS56" + ), + date_start = c( + "2023-06-01", "2023-07-01", "2023-08-01", "2023-09-01", "2023-10-01", + "2023-11-01", "2023-12-01", "2024-01-01", "2024-02-01", "2024-03-01", + "2024-04-01", "2024-05-01", "2024-06-01", "2024-07-01" + ), + date_end = c( + "2023-06-30", "2023-07-31", "2023-08-31", "2023-09-30", "2023-10-31", + "2023-11-30", "2023-12-31", "2024-01-31", "2024-02-29", "2024-03-31", + "2024-04-30", "2024-05-31", "2024-06-30", "2024-07-31" + ), + days = c(30, 31, 31, 30, 31, 30, 31, 31, 29, 31, 30, 31, 30, 31) ) # Build dataframe with all months @@ -359,7 +383,7 @@ england_icb_criteria_to_reside_after_may23 <- icb_criteria_to_reside_after_may23 select(-icb22_code_h) # Join the data before may'23 with after may'23 -england_icb_criteria_to_reside <- +england_icb_criteria_to_reside <- bind_rows( england_icb_criteria_to_reside_before_may23, england_icb_criteria_to_reside_after_may23 @@ -381,7 +405,7 @@ icb_discharged_patients_after_may23 <- select(-icb22_code_h) # Join the data before may'23 with after may'23 -england_icb_discharged_patients <- +england_icb_discharged_patients <- bind_rows( england_icb_discharged_patients_before_may23, icb_discharged_patients_after_may23 diff --git a/data-raw/query-urls.R b/data-raw/query-urls.R index a945ba2..cdf6e38 100644 --- a/data-raw/query-urls.R +++ b/data-raw/query-urls.R @@ -61,6 +61,9 @@ query_urls <- "Critical care and General & Acute Beds – Urgent and Emergency Care Daily Situation Reports", "nhs_critical_general_acute_beds_october_23", "October 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/11/202310-October-2023-sitrep-data-FINAL.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/bed-availability-and-occupancy/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports-2023-24/", "Critical care and General & Acute Beds – Urgent and Emergency Care Daily Situation Reports", "nhs_critical_general_acute_beds_november_23", "November 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/12/202311-November-2023-sitrep-data-FINAL.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/bed-availability-and-occupancy/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports-2023-24/", "Critical care and General & Acute Beds – Urgent and Emergency Care Daily Situation Reports", "nhs_critical_general_acute_beds_december_23", "December 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/01/202312-December-2023-sitrep-data-FINAL.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/bed-availability-and-occupancy/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports-2023-24/", + "Critical care and General & Acute Beds – Urgent and Emergency Care Daily Situation Reports", "nhs_critical_general_acute_beds_january_24", "January 2024", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/03/202401-January-2024-sitrep-data-FINAL-v2.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/bed-availability-and-occupancy/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports-2023-24/", + "Critical care and General & Acute Beds – Urgent and Emergency Care Daily Situation Reports", "nhs_critical_general_acute_beds_february_24", "February 2024", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/03/202402-February-2024-sitrep-data-FINAL.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/bed-availability-and-occupancy/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports-2023-24/", + "Critical care and General & Acute Beds – Urgent and Emergency Care Daily Situation Reports", "nhs_critical_general_acute_beds_march_24", "March 2024", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/04/202403-March-2024-sitrep-data-FINAL.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/bed-availability-and-occupancy/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports/critical-care-and-general-acute-beds-urgent-and-emergency-care-daily-situation-reports-2023-24/", "Disability", "england_disability_2021", "2021", "OGLv3", "https://www.nomisweb.co.uk/output/census/2021/census2021-ts038.zip", "https://www.nomisweb.co.uk/sources/census_2021_bulk", "Health Index", "england_health_index_2021", "June 2021", "OGLv3", "https://www.ons.gov.uk/file?uri=/peoplepopulationandcommunity/healthandsocialcare/healthandwellbeing/datasets/healthindexscoresengland/current/healthindexscoresengland.xlsx", "https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/healthandwellbeing/datasets/healthindexscoresengland", "Health Index underlying indicators", "england_health_index_2021_indicators", "June 2021", "OGLv3", "https://www.ons.gov.uk/file?uri=/peoplepopulationandcommunity/healthandsocialcare/healthandwellbeing/datasets/healthindexunderlyingdataengland/current/healthindexunderlyingdataenglandcanscreenfix.xlsx", "https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/healthandwellbeing/datasets/healthindexunderlyingdataengland", @@ -79,13 +82,20 @@ query_urls <- "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_march_23", "March 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/04/Daily-discharge-sitrep-monthly-data-webfile-March2023-1.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_april_23", "April 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/06/Daily-discharge-sitrep-monthly-data-webfile-April2023.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_may_23", "May 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/06/Daily-discharge-sitrep-monthly-data-webfile-May2023-1.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", - "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_june_23", "June 2023", "OGLv3","https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/10/Daily-discharge-sitrep-monthly-data-webfile-June2023-revised.xlsx" , "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", + "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_june_23", "June 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/10/Daily-discharge-sitrep-monthly-data-webfile-June2023-revised.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_july_23", "July 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/10/Daily-discharge-sitrep-monthly-data-webfile-July2023.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_august_23", "August 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/10/Daily-discharge-sitrep-monthly-data-webfile-August2023.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_september_23", "September 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/10/Daily-discharge-sitrep-monthly-data-webfile-September2023.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_october_23", "October 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/11/Daily-discharge-sitrep-monthly-data-webfile-October2023.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_november_23", "November 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2023/12/Daily-discharge-sitrep-monthly-data-webfile-November2023.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_december_23", "December 2023", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/01/Daily-discharge-sitrep-monthly-data-webfile-December2023.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", + "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_january_24", "January 2024", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/02/Daily-discharge-sitrep-monthly-data-webfile-January2024.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", + "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_february_24", "February 2024", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/03/Daily-discharge-sitrep-monthly-data-webfile-February2024.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", + "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_march_24", "March 2024", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/04/Daily-discharge-sitrep-monthly-data-webfile-March2024.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", + "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_april_24", "April 2024", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/05/Daily-discharge-sitrep-monthly-data-webfile-April2024.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", + "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_may_24", "May 2024", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/07/Daily-discharge-sitrep-monthly-data-webfile-May2024-revised.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", + "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_june_24", "June 2024", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/08/Daily-discharge-sitrep-monthly-data-webfile-June2024-revised.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", + "Hospital discharge (criteria to reside)", "nhs_hospital_discharge_data_july_24", "July 2024", "OGLv3", "https://www.england.nhs.uk/statistics/wp-content/uploads/sites/2/2024/08/Daily-discharge-sitrep-monthly-data-webfile-July2024.xlsx", "https://www.england.nhs.uk/statistics/statistical-work-areas/discharge-delays-acute-data/", "Legal partnership status", "legal_partnership_status_2021", "2021", "OGLv3", "https://www.nomisweb.co.uk/output/census/2021/census2021-ts002.zip", "https://www.nomisweb.co.uk/sources/census_2021_bulk", "Mental Health Services Monthly Statistics, Performance", "mental_health_monthly", "April 2024", "OGLv3", "https://files.digital.nhs.uk/0F/A8A88A/MHSDS%20Time_Series_data_Apr_2016_Apr_2024.zip", "https://digital.nhs.uk/data-and-information/publications/statistical/mental-health-services-monthly-statistics/performance-april-2024", "Psychological Therapies (IAPT)", "nhs_iapt_22_23", "January 2022-23", "OGLv3", "https://files.digital.nhs.uk/89/B4C209/iapt_time_series_Jan_22_Jan_23_key_measures.zip", "https://digital.nhs.uk/data-and-information/publications/statistical/psychological-therapies-report-on-the-use-of-iapt-services", diff --git a/data/england_critical_general_acute_beds.rda b/data/england_critical_general_acute_beds.rda index 7c64c833d5b1f0b32acd8ca37aa5c77781cee5aa..3556386da6abc0fe32b857dd13cde80e6afaacd2 100644 GIT binary patch literal 62617 zcmagDQ*b2=&@CFX%!N4geS&4d~f6LKUDMD$;e<$;0SQJv1M2(J8Q<9>#;I@R@U|oR2S*SQN z%CF!Sa)I2B+{DktFQZc~1?)!4pTg?8iuk6eec%@2wJP7D;lSU{6%|!tfu^(bH-{V| zFF|I{vhMXl1}68`Z3)=vE>%6ZO+=o6VjGUf&~`=LzLh$8?H;D+{~Q7z3N^+Gw;~;C 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