1 Introduction

1.1 Objectives

To review the data quality of MSK programme

For audit/ research: Patient catchment, presenting condition, injection referral, medical history
For update: see data at any point in month rather than the end of month For keeping track of Patient Status

1.2 Design

Retrospective, descriptive analysis

1.3 Setting

Musculoskeletal Physiotherapy

1.4 Sampling

  • Targeted Population: MSK patients
  • Sample size: MSK recipients (n=800), between March and August 2024.
  • Sampling method: convenience sampling

2 Results

2.1 Variable definitions

## Rows: 800
## Columns: 20
## $ `Hospital Number`                                                          <chr> …
## $ `Scheduled Appointment Date`                                               <dttm> …
## $ `Scheduled Month`                                                          <chr> …
## $ `Patient Type`                                                             <chr> …
## $ `Number Of Days Betweeen Referral And Appointment - (Auto-calc)`           <dbl> …
## $ `Number Of Days Betweeen Referral And Rescheduled Appointment (Auto-calc)` <dbl> …
## $ `Patient Seen Within KPI Timeframe`                                        <chr> …
## $ `Seen Within 3 Months`                                                     <chr> …
## $ Specialty                                                                  <chr> …
## $ `Clinic Location`                                                          <chr> …
## $ `Appointment Type`                                                         <chr> …
## $ `Did The Patient Attend This Scheduled Apointment Date?`                   <chr> …
## $ `Reason Patient Did Not Attend The Appointment`                            <chr> …
## $ `Current Patient Status`                                                   <chr> …
## $ `Physiotherapy Location`                                                   <chr> …
## $ `Is The Patient In The Mater Catchment`                                    <chr> …
## $ `If Not In Catchment Area, Please Specify Location`                        <chr> …
## $ `Date Of Attended Appointment?`                                            <dttm> …
## $ `Attended Appt Month`                                                      <chr> …
## $ `Referred To Consultant Clinic`                                            <chr> …

2.2 KPI 1 - No. of New MSK Orthopaedic and Rheumatology attendances seen by MSK Physiotherapist at hospital-based/ community-based/ virtual clinics

  • Filter: Patient Type==“New”
  • Group by: Appointment Type, Specialty, Clinic Location, Scheduled Appointment Date (Month Year)
Number of New Patients Seen F2F & Virtual
Appointment Type Specialty Clinic Location scheduled_ym count
F2F Orthopaedics Primary Care Sep 2024 7
F2F Orthopaedics Secondary Care Sep 2024 16
F2F Rheumatology Primary Care Sep 2024 1
F2F Rheumatology Secondary Care Sep 2024 3
F2F Orthopaedics Primary Care Aug 2024 46
F2F Orthopaedics Secondary Care Aug 2024 59
F2F Orthopaedics NA Aug 2024 1
NA Orthopaedics NA Aug 2024 1
F2F Rheumatology Primary Care Aug 2024 4
F2F Rheumatology Secondary Care Aug 2024 4
F2F Orthopaedics Primary Care Jul 2024 27
F2F Orthopaedics Secondary Care Jul 2024 63
F2F Orthopaedics NA Jul 2024 1
NA Orthopaedics Secondary Care Jul 2024 2
F2F Rheumatology Primary Care Jul 2024 7
F2F Rheumatology Secondary Care Jul 2024 10
F2F Orthopaedics Primary Care Jun 2024 52
F2F Orthopaedics Secondary Care Jun 2024 83
F2F Rheumatology Primary Care Jun 2024 2
F2F Rheumatology Secondary Care Jun 2024 7
F2F Orthopaedics Primary Care May 2024 25
F2F Orthopaedics Secondary Care May 2024 87
F2F Rheumatology Secondary Care May 2024 1
F2F Orthopaedics Primary Care Apr 2024 16
F2F Orthopaedics Secondary Care Apr 2024 73
F2F Orthopaedics NA Apr 2024 2
Virtual Orthopaedics Secondary Care Apr 2024 2
NA Orthopaedics Primary Care Apr 2024 2
NA Orthopaedics Secondary Care Apr 2024 2
NA Orthopaedics NA Apr 2024 4
F2F Rheumatology Primary Care Apr 2024 1
F2F Rheumatology Secondary Care Apr 2024 7
NA NA NA Apr 2024 1
F2F Orthopaedics Primary Care Mar 2024 24
F2F Orthopaedics Secondary Care Mar 2024 58
F2F Orthopaedics NA Mar 2024 1
NA Orthopaedics NA Mar 2024 2
F2F Rheumatology Primary Care Mar 2024 5
F2F Rheumatology Secondary Care Mar 2024 8

2.3 KPI 2 - New : Return Attendance

  • Filter: Patient Type==“Return / Follow up”
  • Group by: Appointment Type, Specialty, Clinic Location, Scheduled Appointment Date (Month Year)
## `summarise()` has grouped output by 'Appointment Type', 'Specialty', 'Clinic
## Location'. You can override using the `.groups` argument.
Number of Return Patients Seen F2F & Virtual
Appointment Type Specialty Clinic Location scheduled_ym count
F2F Orthopaedics Secondary Care Aug 2024 10
Virtual Orthopaedics Secondary Care Aug 2024 1
F2F Rheumatology Primary Care Aug 2024 1
F2F Orthopaedics Secondary Care Jul 2024 8
Virtual Orthopaedics Secondary Care Jul 2024 2
F2F Orthopaedics Secondary Care Jun 2024 7
F2F Orthopaedics Primary Care May 2024 1
F2F Orthopaedics Secondary Care May 2024 2
Virtual Orthopaedics Secondary Care May 2024 1
F2F Orthopaedics Secondary Care Apr 2024 3
F2F Orthopaedics Secondary Care Mar 2024 1
F2F Rheumatology Primary Care Mar 2024 1

2.4 KPI 3 - Referrals triaged as appropriate for Patients shall be Seen by an MSK physiotherapist within 3 months

  • Filter: Seen Within 3 Months==“Yes”
  • Group by: Patient Type, Appointment Type, Specialty, Clinic Location, Scheduled Appointment Date (Month Year)
## `summarise()` has grouped output by 'Patient Type', 'Appointment Type',
## 'Specialty', 'Clinic Location'. You can override using the `.groups` argument.
Number of Patients Seen Within 3 Months
Patient Type Appointment Type Specialty Clinic Location scheduled_ym count
New F2F Orthopaedics Secondary Care Sep 2024 6
New F2F Orthopaedics Primary Care Aug 2024 14
New F2F Orthopaedics Secondary Care Aug 2024 10
New NA Orthopaedics NA Aug 2024 1
New F2F Rheumatology Primary Care Aug 2024 1
New F2F Orthopaedics Primary Care Jul 2024 1
New F2F Orthopaedics Secondary Care Jul 2024 15
New NA Orthopaedics Secondary Care Jul 2024 1
New F2F Rheumatology Primary Care Jul 2024 2
New F2F Rheumatology Secondary Care Jul 2024 1
New F2F Orthopaedics Primary Care Jun 2024 8
New F2F Orthopaedics Secondary Care Jun 2024 13
New F2F Rheumatology Secondary Care Jun 2024 1
New F2F Orthopaedics Primary Care May 2024 9
New F2F Orthopaedics Secondary Care May 2024 27
New F2F Orthopaedics Secondary Care Apr 2024 5
New NA Orthopaedics NA Apr 2024 1
New F2F Orthopaedics Primary Care Mar 2024 4
New F2F Orthopaedics Secondary Care Mar 2024 12
New F2F Rheumatology Primary Care Mar 2024 2

2.5 KPI 4 - Percent DNA rate for New patients across Orthopaedics and Rheumatology

  • Filter: Reason Patient Did Not Attend The Appointment==“DNA” & Patient Type==“New”

  • Group by: Appointment Type, Specialty, Clinic Location, Scheduled Appointment Date (Month Year)

  • Filter: Reason Patient Did Not Attend The Appointment==“Patient Cancellation Within 48 Hours Notice” || “Patient Cancellation >48 Hours Notice”

  • Group by: Patient Type, Appointment Type, Specialty, Clinic Location, Scheduled Appointment Date (Month Year)

## `summarise()` has grouped output by 'Appointment Type', 'Specialty', 'Clinic
## Location'. You can override using the `.groups` argument.
Number of DNA for New Patients As F2F & Virtual
Appointment Type Specialty Clinic Location scheduled_ym count
F2F Orthopaedics Primary Care Sep 2024 3
F2F Orthopaedics Secondary Care Sep 2024 3
F2F Orthopaedics Primary Care Aug 2024 8
F2F Orthopaedics Secondary Care Aug 2024 13
F2F Rheumatology Secondary Care Aug 2024 2
F2F Orthopaedics Primary Care Jul 2024 4
F2F Orthopaedics Secondary Care Jul 2024 12
NA Orthopaedics Secondary Care Jul 2024 1
F2F Rheumatology Primary Care Jul 2024 1
F2F Rheumatology Secondary Care Jul 2024 1
F2F Orthopaedics Primary Care Jun 2024 6
F2F Orthopaedics Secondary Care Jun 2024 10
F2F Rheumatology Primary Care Jun 2024 2
F2F Rheumatology Secondary Care Jun 2024 1
F2F Orthopaedics Primary Care May 2024 3
F2F Orthopaedics Secondary Care May 2024 8
F2F Orthopaedics Secondary Care Apr 2024 2
NA Orthopaedics NA Apr 2024 3
NA NA NA Apr 2024 1
F2F Orthopaedics Primary Care Mar 2024 1
F2F Orthopaedics Secondary Care Mar 2024 4
F2F Orthopaedics NA Mar 2024 1
NA Orthopaedics NA Mar 2024 1
F2F Rheumatology Secondary Care Mar 2024 1
## `summarise()` has grouped output by 'Patient Type', 'Appointment Type',
## 'Specialty', 'Clinic Location'. You can override using the `.groups` argument.
## `summarise()` has grouped output by 'Patient Type', 'Appointment Type',
## 'Specialty', 'Clinic Location'. You can override using the `.groups` argument.
Number of Patients UTA Within 48 Hours Notice
Patient Type Appointment Type Specialty Clinic Location scheduled_ym count
NA NA NA NA NA NA
:———— :—————- :——— :————— :———— —–:
Number of Patients UTA Late Notice
Patient Type Appointment Type Specialty Clinic Location scheduled_ym count
New F2F Orthopaedics Primary Care Aug 2024 1
New F2F Orthopaedics Secondary Care Aug 2024 1
New F2F Orthopaedics Primary Care Jul 2024 1
New F2F Orthopaedics Secondary Care Jul 2024 2
New F2F Rheumatology Primary Care Jul 2024 1
New F2F Orthopaedics Primary Care Jun 2024 2
New F2F Orthopaedics Secondary Care Jun 2024 7
New F2F Orthopaedics Secondary Care Apr 2024 1
New NA Orthopaedics NA Mar 2024 1

2.6 Addition - New Patient Outcome

2.6.1 Total New Outpatient Attendances

  • Filter: Specialty==“Orthopaedic” or “Rheumatology” & Patient Type==“New”
  • Group by: Appointment Type, Clinic Location, Scheduled Appointment Date (Month Year)
## `summarise()` has grouped output by 'Appointment Type', 'Clinic Location'. You
## can override using the `.groups` argument.
## `summarise()` has grouped output by 'Appointment Type', 'Clinic Location'. You
## can override using the `.groups` argument.
Number of New Patients booked to Orthopaedics
Appointment Type Clinic Location scheduled_ym count
F2F Primary Care Sep 2024 7
F2F Secondary Care Sep 2024 16
F2F Primary Care Aug 2024 46
F2F Secondary Care Aug 2024 59
F2F NA Aug 2024 1
NA NA Aug 2024 1
F2F Primary Care Jul 2024 27
F2F Secondary Care Jul 2024 63
NA Secondary Care Jul 2024 2
F2F NA Jul 2024 1
F2F Primary Care Jun 2024 52
F2F Secondary Care Jun 2024 83
F2F Primary Care May 2024 25
F2F Secondary Care May 2024 87
F2F Primary Care Apr 2024 16
NA Primary Care Apr 2024 2
F2F Secondary Care Apr 2024 73
Virtual Secondary Care Apr 2024 2
NA Secondary Care Apr 2024 2
F2F NA Apr 2024 2
NA NA Apr 2024 4
F2F Primary Care Mar 2024 24
F2F Secondary Care Mar 2024 58
F2F NA Mar 2024 1
NA NA Mar 2024 2
Number of New Patients booked to Rheumatology
Appointment Type Clinic Location scheduled_ym count
F2F Primary Care Sep 2024 1
F2F Secondary Care Sep 2024 3
F2F Primary Care Aug 2024 4
F2F Secondary Care Aug 2024 4
F2F Primary Care Jul 2024 7
F2F Secondary Care Jul 2024 10
F2F Primary Care Jun 2024 2
F2F Secondary Care Jun 2024 7
F2F Secondary Care May 2024 1
F2F Primary Care Apr 2024 1
F2F Secondary Care Apr 2024 7
F2F Primary Care Mar 2024 5
F2F Secondary Care Mar 2024 8

2.6.2 New Attendances who were discharged

  • Filter: Specialty==“Orthopaedics” | “Rheumatology” & Patient Type==“New” & Current Patient Status==“Discharged”
  • Group by: Appointment Type, Clinic Location, Scheduled Appointment Date (Month Year)
## `summarise()` has grouped output by 'Appointment Type', 'Clinic Location'. You
## can override using the `.groups` argument.
## `summarise()` has grouped output by 'Appointment Type', 'Clinic Location'. You
## can override using the `.groups` argument.
Number of New Patients Discharged in Orthopaedics
Appointment Type Clinic Location scheduled_ym count
F2F Primary Care Sep 2024 3
F2F Secondary Care Sep 2024 10
F2F Primary Care Aug 2024 28
F2F Secondary Care Aug 2024 34
F2F NA Aug 2024 1
NA NA Aug 2024 1
F2F Primary Care Jul 2024 22
F2F Secondary Care Jul 2024 34
NA Secondary Care Jul 2024 1
F2F Primary Care Jun 2024 34
F2F Secondary Care Jun 2024 54
F2F Primary Care May 2024 13
F2F Secondary Care May 2024 52
F2F Primary Care Apr 2024 8
F2F Secondary Care Apr 2024 49
F2F NA Apr 2024 2
Virtual Secondary Care Apr 2024 1
NA Primary Care Apr 2024 2
NA Secondary Care Apr 2024 2
F2F Primary Care Mar 2024 19
F2F Secondary Care Mar 2024 40
Number of New Patients Discharged in Rheumatology
Appointment Type Clinic Location scheduled_ym count
F2F Primary Care Sep 2024 1
F2F Secondary Care Sep 2024 3
F2F Primary Care Aug 2024 3
F2F Secondary Care Aug 2024 2
F2F Primary Care Jul 2024 5
F2F Secondary Care Jul 2024 10
F2F Secondary Care Jun 2024 4
F2F Primary Care Apr 2024 1
F2F Secondary Care Apr 2024 7
F2F Primary Care Mar 2024 5
F2F Secondary Care Mar 2024 7

2.6.3 New Attendances who were subsequently scheduled for F2F or Virtual review

  • Filter: Specialty==“Orthopaedic” | “Rheumatology” & Patient Type==“New” & !Current Patient Status==“Discharged”

  • Group by: Current Patient Status, Appointment Type, Clinic Location, Scheduled Appointment Date (Month Year)

  • Filter: Patient Type==“New” & Current Patient Status==“F2F FU Triage” | “Tel FU Triage”

  • Group by: Appointment Type, Specialty, Clinic Location, Scheduled Appointment Date (Month Year)

## `summarise()` has grouped output by 'Current Patient Status', 'Appointment
## Type', 'Clinic Location'. You can override using the `.groups` argument.
## `summarise()` has grouped output by 'Current Patient Status', 'Appointment
## Type', 'Clinic Location'. You can override using the `.groups` argument.
Number of New Orthopaedics Patients Scheduled for
Current Patient Status Appointment Type Clinic Location scheduled_ym count
Await Consultant Discussion F2F Primary Care Sep 2024 1
Await Investigations F2F Secondary Care Sep 2024 1
Consultant Appointment Booked F2F Secondary Care Sep 2024 1
Consultant Appointment Booked F2F Secondary Care Aug 2024 1
Discharged to Other Specialty F2F Primary Care Aug 2024 1
F2F FU Triage F2F Primary Care Aug 2024 1
Injection & D/C F2F Primary Care Aug 2024 4
Injection & D/C F2F Secondary Care Aug 2024 3
Injection & MSK FU F2F Secondary Care Aug 2024 2
Tel FU Triage F2F Secondary Care Aug 2024 2
Await Consultant Discussion F2F Secondary Care Jul 2024 7
Await Investigations F2F Secondary Care Jul 2024 2
Consultant Appointment Booked F2F Secondary Care Jul 2024 1
F2F FU Triage F2F Secondary Care Jul 2024 3
Injection & D/C F2F Primary Care Jul 2024 1
Injection & D/C F2F Secondary Care Jul 2024 4
Await Consultant Discussion F2F Primary Care Jun 2024 2
Await Consultant Discussion F2F Secondary Care Jun 2024 4
Await Investigations F2F Primary Care Jun 2024 4
Await Investigations F2F Secondary Care Jun 2024 5
Consultant Appointment Booked F2F Secondary Care Jun 2024 1
Discharged to Other Specialty F2F Primary Care Jun 2024 1
F2F FU Triage F2F Primary Care Jun 2024 1
F2F FU Triage F2F Secondary Care Jun 2024 1
Injection & D/C F2F Primary Care Jun 2024 2
Injection & D/C F2F Secondary Care Jun 2024 5
Injection & MSK FU F2F Secondary Care Jun 2024 1
Await Consultant Discussion F2F Primary Care May 2024 7
Await Consultant Discussion F2F Secondary Care May 2024 8
Await Investigations F2F Secondary Care May 2024 8
Consultant Appointment Booked F2F Secondary Care May 2024 1
F2F FU Triage F2F Secondary Care May 2024 2
Injection & Consultant FU F2F Secondary Care May 2024 1
Injection & D/C F2F Primary Care May 2024 3
Injection & D/C F2F Secondary Care May 2024 9
Await Consultant Discussion F2F Primary Care Apr 2024 2
Await Consultant Discussion F2F Secondary Care Apr 2024 10
Await Investigations F2F Primary Care Apr 2024 1
Await Investigations F2F Secondary Care Apr 2024 3
Consultant Appointment Booked F2F Primary Care Apr 2024 2
Consultant Appointment Booked F2F Secondary Care Apr 2024 1
F2F FU Triage F2F Secondary Care Apr 2024 2
F2F FU Triage Virtual Secondary Care Apr 2024 1
Injection & D/C F2F Primary Care Apr 2024 2
Injection & D/C F2F Secondary Care Apr 2024 7
Listed for Surgery F2F Secondary Care Apr 2024 1
Await Consultant Discussion F2F Primary Care Mar 2024 1
Await Investigations F2F Primary Care Mar 2024 1
Await Investigations F2F Secondary Care Mar 2024 6
Discharged to Other Specialty F2F Primary Care Mar 2024 1
F2F FU Triage F2F Secondary Care Mar 2024 2
Injection & D/C F2F Primary Care Mar 2024 2
Injection & D/C F2F Secondary Care Mar 2024 8
Injection & MSK FU F2F Secondary Care Mar 2024 1
Refer To Other Ortho Consultant F2F Secondary Care Mar 2024 1
Number of New Rheumatology Patients Scheduled for
Current Patient Status Appointment Type Clinic Location scheduled_ym count
Injection & D/C F2F Primary Care Aug 2024 1
Await Consultant Discussion F2F Secondary Care Jun 2024 2
Injection & MSK FU F2F Primary Care Jun 2024 1
Consultant Appointment Booked F2F Secondary Care Mar 2024 1
## `summarise()` has grouped output by 'Appointment Type', 'Specialty', 'Clinic
## Location'. You can override using the `.groups` argument.
## `summarise()` has grouped output by 'Appointment Type', 'Specialty', 'Clinic
## Location'. You can override using the `.groups` argument.
Number of New Orthopaedics Patients Subsequently Scheduled for F2F
Appointment Type Specialty Clinic Location scheduled_ym count
F2F Orthopaedics Primary Care Aug 2024 1
F2F Orthopaedics Secondary Care Jul 2024 3
F2F Orthopaedics Primary Care Jun 2024 1
F2F Orthopaedics Secondary Care Jun 2024 1
F2F Orthopaedics Secondary Care May 2024 2
F2F Orthopaedics Secondary Care Apr 2024 2
Virtual Orthopaedics Secondary Care Apr 2024 1
F2F Orthopaedics Secondary Care Mar 2024 2
Number of New Rheumatology Patients Subsequently Scheduled for Virtual
Appointment Type Specialty Clinic Location scheduled_ym count
F2F Orthopaedics Secondary Care Aug 2024 2

2.6.4 New Attendances who were referred to an Orthopaedics or Rheumatology Consultant (as from Orthopaedics or Rheumatology)

  • Filter: Specialty==“Orthopaedic” | “Rheumatology” & Patient Type==“New”
  • Group by: Referred To Consultant Clinic, Appointment Type, Clinic Location, Scheduled Appointment Date (Month Year)
## `summarise()` has grouped output by 'Referred To Consultant Clinic',
## 'Appointment Type', 'Clinic Location'. You can override using the `.groups`
## argument.
## `summarise()` has grouped output by 'Referred To Consultant Clinic',
## 'Appointment Type', 'Clinic Location'. You can override using the `.groups`
## argument.
Number of New Orthopaedics Patients Referred to
Referred To Consultant Clinic Appointment Type Clinic Location scheduled_ym count
No F2F Primary Care Sep 2024 5
No F2F Secondary Care Sep 2024 14
Orthopaedic F2F Primary Care Sep 2024 1
NA F2F Primary Care Sep 2024 1
NA F2F Secondary Care Sep 2024 2
No F2F Primary Care Aug 2024 38
No F2F Secondary Care Aug 2024 52
No F2F NA Aug 2024 1
No NA NA Aug 2024 1
Orthopaedic F2F Secondary Care Aug 2024 1
NA F2F Primary Care Aug 2024 8
NA F2F Secondary Care Aug 2024 6
No F2F Primary Care Jul 2024 24
No F2F Secondary Care Jul 2024 57
No F2F NA Jul 2024 1
No NA Secondary Care Jul 2024 2
Orthopaedic F2F Secondary Care Jul 2024 1
NA F2F Primary Care Jul 2024 3
NA F2F Secondary Care Jul 2024 5
No F2F Primary Care Jun 2024 47
No F2F Secondary Care Jun 2024 78
Orthopaedic F2F Secondary Care Jun 2024 2
NA F2F Primary Care Jun 2024 5
NA F2F Secondary Care Jun 2024 3
No F2F Primary Care May 2024 24
No F2F Secondary Care May 2024 84
NA F2F Primary Care May 2024 1
NA F2F Secondary Care May 2024 3
No F2F Secondary Care Apr 2024 14
No Virtual Secondary Care Apr 2024 2
NA F2F Primary Care Apr 2024 16
NA F2F Secondary Care Apr 2024 59
NA F2F NA Apr 2024 2
NA NA Primary Care Apr 2024 2
NA NA Secondary Care Apr 2024 2
NA NA NA Apr 2024 4
No F2F Secondary Care Mar 2024 1
NA F2F Primary Care Mar 2024 24
NA F2F Secondary Care Mar 2024 57
NA F2F NA Mar 2024 1
NA NA NA Mar 2024 2
Number of New Rheumatology Patients Referred to
Referred To Consultant Clinic Appointment Type Clinic Location scheduled_ym count
No F2F Primary Care Sep 2024 1
No F2F Secondary Care Sep 2024 3
No F2F Primary Care Aug 2024 3
No F2F Secondary Care Aug 2024 4
NA F2F Primary Care Aug 2024 1
No F2F Primary Care Jul 2024 6
No F2F Secondary Care Jul 2024 8
NA F2F Primary Care Jul 2024 1
NA F2F Secondary Care Jul 2024 2
No F2F Primary Care Jun 2024 2
No F2F Secondary Care Jun 2024 5
NA F2F Secondary Care Jun 2024 2
No F2F Secondary Care May 2024 1
NA F2F Primary Care Apr 2024 1
NA F2F Secondary Care Apr 2024 7
NA F2F Primary Care Mar 2024 5
NA F2F Secondary Care Mar 2024 8

2.6.5 New Attendances who were referred to Primary Care or MMUH Physio

  • Filter: Specialty==“Orthopaedic” | “Rheumatology” & Patient Type==“New”
  • Group by: Physiotherapy Location, Appointment Type, Clinic Location, Scheduled Appointment Date (Month Year)
## `summarise()` has grouped output by 'Physiotherapy Location', 'Appointment
## Type', 'Clinic Location'. You can override using the `.groups` argument.
## `summarise()` has grouped output by 'Physiotherapy Location', 'Appointment
## Type', 'Clinic Location'. You can override using the `.groups` argument.
Number of New Orthopaedics Patients Referred to
Physiotherapy Location Appointment Type Clinic Location scheduled_ym count
MMUH F2F Secondary Care Sep 2024 4
Other DATH F2F Secondary Care Sep 2024 1
Primary Care F2F Primary Care Sep 2024 1
NA F2F Primary Care Sep 2024 6
NA F2F Secondary Care Sep 2024 11
MMUH F2F Primary Care Aug 2024 3
MMUH F2F Secondary Care Aug 2024 7
MMUH F2F NA Aug 2024 1
MMUH NA NA Aug 2024 1
Other DATH F2F Primary Care Aug 2024 1
Other DATH F2F Secondary Care Aug 2024 2
Primary Care F2F Primary Care Aug 2024 13
Primary Care F2F Secondary Care Aug 2024 7
NA F2F Primary Care Aug 2024 29
NA F2F Secondary Care Aug 2024 43
MMUH F2F Primary Care Jul 2024 4
MMUH F2F Secondary Care Jul 2024 8
MMUH NA Secondary Care Jul 2024 1
Other DATH F2F Primary Care Jul 2024 1
Other DATH F2F Secondary Care Jul 2024 1
Primary Care F2F Primary Care Jul 2024 5
Primary Care F2F Secondary Care Jul 2024 8
NA F2F Primary Care Jul 2024 17
NA F2F Secondary Care Jul 2024 46
NA F2F NA Jul 2024 1
NA NA Secondary Care Jul 2024 1
MMUH F2F Primary Care Jun 2024 6
MMUH F2F Secondary Care Jun 2024 12
Other DATH F2F Primary Care Jun 2024 3
Other DATH F2F Secondary Care Jun 2024 2
Primary Care F2F Primary Care Jun 2024 7
Primary Care F2F Secondary Care Jun 2024 5
NA F2F Primary Care Jun 2024 36
NA F2F Secondary Care Jun 2024 64
MMUH F2F Secondary Care May 2024 17
Other DATH F2F Primary Care May 2024 1
Other DATH F2F Secondary Care May 2024 3
Primary Care F2F Primary Care May 2024 7
Primary Care F2F Secondary Care May 2024 1
NA F2F Primary Care May 2024 17
NA F2F Secondary Care May 2024 66
MMUH F2F Primary Care Apr 2024 1
MMUH F2F Secondary Care Apr 2024 8
MMUH F2F NA Apr 2024 1
Other DATH F2F Secondary Care Apr 2024 5
Primary Care F2F Primary Care Apr 2024 2
Primary Care F2F Secondary Care Apr 2024 10
Primary Care NA Primary Care Apr 2024 1
Primary Care NA Secondary Care Apr 2024 1
NA F2F Primary Care Apr 2024 13
NA F2F Secondary Care Apr 2024 50
NA F2F NA Apr 2024 1
NA Virtual Secondary Care Apr 2024 2
NA NA Primary Care Apr 2024 1
NA NA Secondary Care Apr 2024 1
NA NA NA Apr 2024 4
MMUH F2F Primary Care Mar 2024 1
MMUH F2F Secondary Care Mar 2024 8
Other DATH F2F Secondary Care Mar 2024 1
Primary Care F2F Primary Care Mar 2024 3
Primary Care F2F Secondary Care Mar 2024 3
NA F2F Primary Care Mar 2024 20
NA F2F Secondary Care Mar 2024 46
NA F2F NA Mar 2024 1
NA NA NA Mar 2024 2
Number of New Rheumatology Patients Referred to
Physiotherapy Location Appointment Type Clinic Location scheduled_ym count
MMUH F2F Primary Care Sep 2024 1
NA F2F Secondary Care Sep 2024 3
MMUH F2F Primary Care Aug 2024 1
Primary Care F2F Primary Care Aug 2024 1
Primary Care F2F Secondary Care Aug 2024 1
NA F2F Primary Care Aug 2024 2
NA F2F Secondary Care Aug 2024 3
MMUH F2F Primary Care Jul 2024 1
MMUH F2F Secondary Care Jul 2024 2
Primary Care F2F Primary Care Jul 2024 2
NA F2F Primary Care Jul 2024 4
NA F2F Secondary Care Jul 2024 8
MMUH F2F Secondary Care Jun 2024 2
NA F2F Primary Care Jun 2024 2
NA F2F Secondary Care Jun 2024 5
NA F2F Secondary Care May 2024 1
MMUH F2F Secondary Care Apr 2024 4
NA F2F Primary Care Apr 2024 1
NA F2F Secondary Care Apr 2024 3
MMUH F2F Secondary Care Mar 2024 3
Primary Care F2F Primary Care Mar 2024 1
NA F2F Primary Care Mar 2024 4
NA F2F Secondary Care Mar 2024 5

2.7 Patient characteristics

Characteristic N = 7601
Patient Type
    New 717 (95%)
    Return / Follow up 38 (5.0%)
    Unknown 5
Patient Seen Within KPI Timeframe
    No 545 (77%)
    Patient Has Not Attended (DNA/UTA) 28 (4.0%)
    Yes 135 (19%)
    Unknown 52
Seen Within 3 Months
    No 546 (77%)
    Patient Has Not Attended (DNA/UTA) 28 (4.0%)
    Yes 134 (19%)
    Unknown 52
Appointment Type
    F2F 737 (99%)
    Virtual 9 (1.2%)
    Unknown 14
Did The Patient Attend This Scheduled Apointment Date? 621 (82%)
    Unknown 1
1 n (%)
Characteristic N = 7601
Specialty
    Orthopaedics 696 (92%)
    Rheumatology 63 (8.3%)
    Unknown 1
Clinic Location
    Primary Care 222 (30%)
    Secondary Care 525 (70%)
    Unknown 13
Physiotherapy Location
    MMUH 104 (50%)
    Other DATH 23 (11%)
    Primary Care 81 (39%)
    Unknown 552
catchment
    Beaumont 36 (7.9%)
    cappagh 4 (0.9%)
    Cappagh 3 (0.7%)
    Connolly 38 (8.4%)
    donegal 2 (0.4%)
    James's 15 (3.3%)
    Mater 343 (75%)
    Other DATH 3 (0.7%)
    St Vincents 8 (1.8%)
    Tallaght 3 (0.7%)
    Unknown 305
Referred To Consultant Clinic
    No 513 (98%)
    Orthopaedic 8 (1.5%)
    Rheumatology 1 (0.2%)
    Unknown 238
Current Patient Status
    Await Consultant Discussion 45 (6.8%)
    Await Investigations 35 (5.3%)
    Consultant Appointment Booked 12 (1.8%)
    Discharged 479 (73%)
    Discharged to Other Specialty 5 (0.8%)
    F2F FU Triage 16 (2.4%)
    Injection & Consultant FU 1 (0.2%)
    Injection & D/C 55 (8.3%)
    Injection & MSK FU 6 (0.9%)
    Listed for Surgery 2 (0.3%)
    Refer To Other Ortho Consultant 1 (0.2%)
    Tel FU Triage 2 (0.3%)
    Unknown 101
1 n (%)

2.8 Number of Patients Based on Scheduled Appointment Date

2.9 Average Days Between Referral And Appointment (Auto-calc)