Ystadegau swyddi gwag y GIG, ar 31 Rhagfyr 2023 (ystadegau swyddogol o dan ddatblygiad)

This is a new data collection process, created in consultation with all NHS organisations and the statistics in this release are considered official statistics that are undergoing a development. These statistics are published as there is wide public interest and we welcome feedback on their use.

Any change over time analysis should compare the same date in each year due to the seasonal variations in staff recruitment. Estimates are published by staff group and organisation level.

The statistics only include vacancies for staff who would be directly employed by NHS Wales. They do not include primary care contractors such as general medical practitioners (GPs) and NHS dental practitioners.

All data included in this release is published on StatsWales.

On 31 December 2023

• The estimated number of full-time equivalent (FTE) vacancies across NHS Wales was 5,561 and the estimated vacancy rate was 5.7%. The vacancy rate was 0.4 percentage points lower than on the same date in the previous year.
• When comparing staff groups, the vacancy rate ranged from 3.0% for the scientific, therapeutic and technical staff group to 9.9% for the medical and dental group (excluding trainees).
• When comparing NHS organisations, the vacancy rate ranged from -0.4% in Cardiff and Vale to 16.2% in Digital Health and Care Wales.

A number of data quality issues are highlighted in the quality and methodology information section. On balance, it is likely that these statistics slightly under-estimate the number of vacancies in NHS Wales.

Figure 1: Vacancy rate by NHS Wales staff group, 31 December 2022 and 31 December 2023 [Note 1]

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Description of Figure 1: Bar chart showing the vacancy rate varied between different staff groups, with the highest rate in the medical and dental group (excluding trainees), more than three times greater than in the group with the lowest rate, the scientific, therapeutic and technical staff group.

[Note 1] Excludes medical and dental trainees, medical and dental single lead employer trainees, and pharmacy single lead employer trainees.

Source: NHS vacancy data collection, Welsh Government

NHS staff vacancies by organisation, staff group and date on StatsWales

On 31 December 2023, the estimated number of full time equivalent (FTE) vacancies by each staff group was: 

501 in medical and dental staff (excluding trainees), with an estimated vacancy rate of 9.9%; an increase of 1.0 percentage point compared to the same date in the previous year.

2,059 in registered nursing, midwifery and health visiting staff, with an estimated vacancy rate of 7.4%; a decrease of 1.5 percentage points compared to the same date in the previous year.

801 in nursing, midwifery and health visiting support staff, with an estimated vacancy rate of 5.9%; a decrease of 0.3 percentage points compared to the same date in the previous year.

511 in scientific, therapeutic and technical staff, with an estimated vacancy rate of 3.0%; an increase of 0.8 percentage points compared to the same date in the previous year.

1,544 in administration, estates and facilities staff, with an estimated vacancy rate of 5.1%; an increase of 2.2 percentage points compared to the same date in the previous year.

145 in ambulance staff, with an estimated vacancy rate of 4.3%; an increase of 0.7 percentage points compared to the same date in the previous year.

Figure 2: Vacancy rate by NHS organisation, 31 December 2022 and 31 December 2023 [Note 1]

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Description of Figure 2: Bar chart showing large variation in the vacancy rate among NHS organisations; the rate was lowest in Cardiff and Vale, more than sixteen percentage points lower than the organisation with the highest rate, Digital Health and Care Wales. 

[Note 1] Excludes medical and dental trainees, medical and dental single lead employer trainees, and pharmacy single lead employer trainees.

Source: NHS vacancy data collection, Welsh Government

NHS staff vacancies by organisation, staff group and date on StatsWales

On 31 December 2023, the estimated vacancy rates were lower in seven of the thirteen NHS Wales organisations when compared to the same date in the previous year. The annual change in vacancy rate ranged from an increase of 6.2 percentage points in Powys to a decrease of 5.2 percentage points in NHS Wales Shared Services Partnership NHS and Health Education and Improvement Wales.

Digital Health and Care Wales had the highest vacancy rate of all NHS organisations (16.2%). This organisation also had the highest vacancy rate on the same date in the previous year.

The lowest vacancy rate was in Cardiff and Vale (-0.4%). A negative vacancy rate occurs when the FTE for staff in post exceeds the FTE staff budget. This organisation also had the lowest vacancy rate on the same date in the previous year.

The vacancy rate for the seven local health boards combined was 5.3%, with the highest vacancy rate in Powys (11.4%) and the lowest rate in Cardiff and Vale (-0.4%). The local health board average was marginally lower than the rate for all NHS organisations and 0.7 percentage points higher than the same date in the previous year.

Organisations with budgets for fewer than ten FTE staff in the staff group are not included in the charts but data for all organisations and staff groups are published on StatsWales. 

No chart is included for the ambulance staff group as the large majority of staff in this group are employed by the Welsh Ambulance Services NHS Trust, which is shown in Figure 2.

Negative vacancy rates can occur where the number of FTE staff in post exceeded the budgeted number of FTE staff. Some reasons why this may happen are explained in the quality and methodology information section.

Figure 3: Vacancy rate by organisation, medical and dental staff (excluding trainees), 31 December 2023 [Note 1]

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Description of Figure 3: Bar chart showing large variation in the vacancy rate for the medical and dental staff group among NHS organisations; the rate was lowest (and negative) in Cardiff and Vale, more than 37 percentage points lower than the organisation with the highest rate, Public Health Wales. 

[Note 1] Welsh Ambulance Services NHS Trust is not shown in the chart as its budget for medical and dental staff was fewer than ten FTE. Other organisations are not shown as they had no budget for this staff group.

Source: NHS vacancy data collection, Welsh Government

NHS staff vacancies by organisation, staff group and date on StatsWales

On 31 December 2023, the estimated number of FTE vacancies for the medical and dental staff group was 501 across all NHS organisations. 

The average vacancy rate was 9.9%, but it ranged from -4.1% in Cardiff and Vale to 33.5% in Public Health Wales. 

Figure 4: Vacancy rate by organisation, registered nursing, midwifery and health visiting staff, 31 December 2023 [Note 1]

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Description of Figure 4: Bar chart showing large variation in the vacancy rate for the registered nursing, midwifery and health visiting staff group among NHS organisations; the rate was lowest (0.0%) in Health Education and Improvement Wales, nineteen percentage points lower than the organisation with the highest rate, Powys. 

[Note 1] NHS Wales Shared Services Partnership is not shown in the chart as its  budget for registered nursing, midwifery and health visiting staff was fewer than ten FTE. Other organisations are not shown as they had no budget for this staff group. 

Source: NHS vacancy data collection, Welsh Government

NHS staff vacancies by organisation, staff group and date on StatsWales

On 31 December 2023, the estimated number of FTE vacancies for the registered nursing, midwifery and health visiting staff group was 2,059 across all NHS organisations. 

The average vacancy rate was 7.4%, but it ranged from 0.0% in Health Education and Improvement Wales to 19.0% in Powys. 

Figure 5: Vacancy rate by organisation, nursing, midwifery and health visiting support staff, 31 December 2023

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Description of Figure 5: Bar chart showing modest variation in the vacancy rate for the nursing, midwifery and health visiting support staff group among NHS organisations; the rate was lowest in Cardiff and Vale, almost eleven percentage points lower than the organisation with the highest rate, Velindre. 

Source: NHS vacancy data collection, Welsh Government

NHS staff vacancies by organisation, staff group and date on StatsWales

On 31 December 2023, the estimated number of FTE vacancies for the nursing, midwifery and health visiting support staff group was 801 across all NHS organisations. 

The average vacancy rate was 5.9%, but it ranged from 0.5% in Cardiff and Vale to 11.4% in Velindre. 

Figure 6: Vacancy rate by organisation, scientific, therapeutic and technical staff, 31 December 2023 [Note 1]

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Description of Figure 6: Bar chart showing large variation in the vacancy rate for the scientific, therapeutic and technical staff group among NHS organisations; the rate was lowest in NHS Wales Shared Services Partnership, more than 26 percentage points lower than the organisation with the highest rate, Powys. 

[Note 1] Welsh Ambulance Services NHS Trust is not shown in the chart as its budget for scientific, therapeutic and technical staff is fewer than ten FTE. Other organisations are not shown as they had no budget for this staff group.

Source: NHS vacancy data collection, Welsh Government

NHS staff vacancies by organisation, staff group and date on StatsWales

On 31 December 2023, the estimated number of FTE vacancies for the scientific, therapeutic and technical staff group was 511 across all NHS organisations. 

The average vacancy rate was 3.0%, but it ranged from -10.5% in NHS Wales Shared Services Partnership to 15.9% in Powys.

Figure 7: Vacancy rate by organisation, administration, estates and facilities staff, 31 December 2023

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Description of Figure 7: Bar chart showing large variation in the vacancy rate for the administration, estates and facilities staff group among NHS organisations; the rate was lowest in Cwm Taf Morgannwg, nearly 17 percentage points lower than the organisation with the highest rate, Digital Health and Care Wales. 

Source: NHS vacancy data collection, Welsh Government

NHS staff vacancies by organisation, staff group and date on StatsWales

On 31 December 2023, the estimated number of FTE vacancies for the administration, estates and facilities staff group was 1,544 across all NHS organisations. 

The average vacancy rate was 5.1%, but it ranged from -0.6% in Cwm Taf Morgannwg to 16.2% in Digital Health and Care Wales.

For the purpose of this statistical release a ‘vacancy’ is defined as the difference between the number of funded full-time equivalent (FTE) posts as recorded on the finance general ledger, and the number of FTE staff in post as recorded on the NHS Electronic Staff Record (ESR) at a point in time. The vacancy rate is the number of vacancies divided by the number of funded FTE posts recorded on the general ledger.

One FTE is the equivalent of a person working the standard hours for their grade. For the majority of directly employed staff a standard working week is 37.5 hours if full-time. A further definition of FTE is provided in the Staff directly employed by the NHS Quality Report.

Staff groups are determined by the subjective code which is a data item in both the finance general ledger and ESR. It has the same defined list of values which should be applied consistently between both sources.

The percentages in this release are rounded to the nearest 0.1. Percentage point changes are calculated based on the unrounded numbers.

Data quality

These statistics are classed as official statistics that are undergoing a development (formerly known as ‘experimental statistics’). This means that they are in the testing phase and not yet fully developed.

A number of data quality issues have been identified which are highlighted below and will be worked on in coming months.

1. The methodology has been applied consistently across the majority of NHS organisations. One local health board has been unable to supply the number of funded FTE posts through the finance general ledger to date. For the data supplied referring to 31 December 2023, data for the medical and dental staff group and the registered nursing, midwifery and health visiting staff has been supplied based on ‘establishment control’ through the ESR. This method is similar to obtaining funded FTE posts through the general ledger and is likely to be broadly comparable to the method used in other NHS organisations. Data for funded posts for all other staff groups has been supplied by asking the departments directly, which is unlikely to be consistent with the method used in all other NHS organisations.
2. In two other health boards the agreed data collection method has been implemented but has resulted in both reporting a very low number (or a negative number) of vacancies across some staff groups. The number of vacancies reported in these two health boards is potentially under-estimated.
3. Any staff recorded as doctors in training, dentists in training, or pre-registration pharmacists, are not included in this release. There are complexities in counting ‘vacancies’ of these types of posts as local health boards hold a budget for these staff but the majority will be employed by NHS Wales Shared Services Partnership through the Single Lead Employer scheme. Health boards can also employ staff coded as trainees directly, without being formal trainees through the Single Lead Employer. It is planned that options for measuring vacancies of these types of staff will be developed during 2024.
4. There can be a negative number of vacancies or vacancy rate if the number of staff in post on ESR exceeds the budgeted number of staff through the finance general ledger. This can happen for a number of reasons including where: an NHS organisation knowingly over-recruits staff, for example where they expect a high turnover of staff; certain non-recurring, short-term/temporary, or capital funding for posts is not included in the budget for posts on the finance general ledger; staff budgets are allocated to a staff group on the finance general ledger, but in practice the budget is used to fund staff in multiple staff groups.
5. FTE staff in post on ESR do not normally include bank, agency, contractors or other non-payroll staff. This may result in a small over-estimate of the number of vacancies and vacancy rate as there may have been staff delivering services but not recorded on ESR on the reference date. 
6. The number of vacancies in the medical and dental staff group may be over-estimated due to differences in how FTEs are counted between the finance general ledger and ESR. A full-time member of this staff group may count as 1 FTE on ESR through their contract defined as 10 sessions per week. However, in practice some staff may work 12 sessions per week and may be recorded as 1.2 FTE on the finance general ledger. This would create a ‘vacancy’ of 0.2 through this data collection process, but in practice there is no vacancy as the staff member worked longer than their contracted hours.
7. Data for 31 December 2023 does not include the NHS Wales Executive (which is hosted by Public Health Wales), where about 180 FTE staff were employed. It is planned that this will be included in future editions of this statistical release.
8. As staff move posts, updates to FTEs per subjective code may be more timely on the finance general ledger than they are to the staff in post numbers through ESR. Therefore, there may be a small discrepancy in the number of vacancies reported and the actual number of vacancies on the reference date. 
9. Not all services within local health boards aim to recruit the full number of FTE budgeted staff. Some services may choose to use their staff budget flexibly to deliver their priorities and/or may choose to use their pool of temporary staff (nurse bank, locums, agency) flexibly throughout the year as demands on the service change. Therefore, a small number of reported ‘vacancies’ are planned in some circumstances. 
10. Allocating staff to a subjective code in both the finance general ledger and on ESR involve manual processes and may result in a small number of staff having a mismatch of subjective codes between the two sources. 
11. There are likely to be seasonal effects on the number of vacancies and the vacancy rate, which particularly effects ‘medical and dental’ and the ‘registered nursing, midwifery and health visiting’ staff groups as newly qualified staff graduate (and become available for recruitment) at set times in the year. 
12. Statistics on NHS vacancies are published by the other UK countries: NHS England vacancy statistics; NHS Scotland workforce statistics; and the Northern Ireland Health and Social Care vacancy statistics. All four UK countries use different data collection methods to produce these statistics, reflecting the complex challenge of producing vacancy statistics, and are therefore not directly comparable. NHS England produce four different methods to calculate vacancies and related recruitment information for the NHS in England. Out of all the methods used in the other three UK countries, the NHS England (NHSE) method is most similar to how the data has been collected in Wales and more work is planned to assess the comparability between both of these methods.

Data on Staff directly employed by the NHS and Sickness absence in the NHS is also published on a quarterly basis. Note that there are differences in how staff groups are defined between these releases. 

Workforce data on general medical practitioners (GPs) and NHS dental practitioners are not included in this release and are published separately as they are independent NHS contractors. 

The Well-being of Future Generations Act 2015 is about improving the social, economic, environmental and cultural wellbeing of Wales. The Act puts in place seven wellbeing goals for Wales. These are for a more equal, prosperous, resilient, healthier and globally responsible Wales, with cohesive communities and a vibrant culture and thriving Welsh language. Under section (10)(1) of the Act, the Welsh Ministers must (a) publish indicators (“national indicators”) that must be applied for the purpose of measuring progress towards the achievement of the wellbeing goals, and (b) lay a copy of the national indicators before Senedd Cymru. Under section 10(8) of the Well-being of Future Generations Act, where the Welsh Ministers revise the national indicators, they must as soon as reasonably practicable (a) publish the indicators as revised and (b) lay a copy of them before the Senedd. These national indicators were laid before the Senedd in 2021. The indicators laid on 14 December 2021 replace the set laid on 16 March 2016.

Information on the indicators, along with narratives for each of the wellbeing goals and associated technical information is available in the Well-being of Wales report.

Further information on the Well-being of Future Generations (Wales) Act 2015.

The statistics included in this release could also provide supporting narrative to the national indicators and be used by public services boards in relation to their local wellbeing assessments and local wellbeing plans.

Ystadegydd: Bethan Sherwood
E-bost: ystadegau.iechyd@llyw.cymru 

Cyfryngau: 0300 025 8099

SFR 30/2024