We collect record-level data directly from general practices using the National Workforce Reporting Service (NWRS) which is an online collection system.
Although it is a contractual requirement for practices to submit their workforce data, not all practices do so although the completeness and coverage of the data set has increased since the first collection in September 2015 when only 88.1% of practices submitted data.
Until December 2018, we received data about some practices from four Health Education England (HEE) regions which collected workforce data directly from the practices in their regions although only three submitted data for the September 2015 collection.
Table 4 shows the count and percentage of practices submitting data and the overall coverage and it is notable that the completeness of the collection increased dramatically for December 2016.
Table 4: Data submission and coverage
|
NWRS
|
HEE
|
No data
|
Total
|
|
Practices
|
%
|
Practices
|
%
|
Practices
|
%
|
Total Practices
|
% practices covered
|
Sep-15
|
5,607
|
73.1
|
1,154
|
15
|
916
|
11.9
|
7,674
|
88.1
|
Mar-16
|
5,473
|
71.9
|
1,584
|
20.8
|
556
|
7.3
|
7,613
|
92.7
|
Sep-16
|
5,414
|
71.9
|
1,542
|
20.5
|
571
|
7.6
|
7,527
|
92.4
|
Dec-16
|
5,426
|
72.5
|
1,917
|
25.6
|
140
|
1.9
|
7,483
|
98.1
|
Mar-17
|
5,314
|
71.3
|
2,020
|
27.1
|
120
|
1.6
|
7,454
|
98.4
|
Jun-17
|
5,156
|
69.4
|
2,155
|
29
|
114
|
1.5
|
7,425
|
98.4
|
Sep-17
|
5,051
|
68.6
|
2,215
|
30.1
|
95
|
1.3
|
7,361
|
98.7
|
Dec-17
|
4,999
|
68.4
|
2,208
|
30.2
|
104
|
1.4
|
7,311
|
98.6
|
Mar-18
|
4,955
|
68.1
|
2,208
|
30.4
|
108
|
1.5
|
7,271
|
98.5
|
Jun-18
|
4,927
|
68.3
|
2,196
|
30.4
|
93
|
1.3
|
7,216
|
98.7
|
Sep-18
|
5,684
|
79.1
|
1,405
|
19.6
|
93
|
1.3
|
7,182
|
98.7
|
Dec-18
|
5,866
|
82.8
|
1,179
|
16.7
|
36
|
0.5
|
7,081
|
99.5
|
Mar-19
|
6,977
|
99.5
|
-
|
-
|
35
|
0.5
|
7,012
|
99.5
|
Jun-19
|
6,848
|
99.2
|
-
|
-
|
52
|
0.8
|
6,900
|
99.2
|
Sep-19
|
6,838
|
99.6
|
-
|
-
|
29
|
0.4
|
6,867
|
99.6
|
Dec-19
|
6,813
|
99.7
|
-
|
-
|
23
|
0.3
|
6,836
|
99.7
|
Mar-20
|
6,749
|
99.7
|
-
|
-
|
22
|
0.3
|
6,771
|
99.7
|
Jun-20
|
6,657
|
99.7
|
-
|
-
|
17
|
0.3
|
6,674
|
99.7
|
Sep-20
|
6,629
|
99.7
|
-
|
-
|
21
|
0.3
|
6,650
|
99.7
|
Dec-20
|
6,595
|
99.7
|
-
|
-
|
21
|
0.3
|
6,616
|
99.7
|
Mar-21
|
6,555
|
99.7
|
-
|
-
|
21
|
0.3
|
6,576
|
99.7
|
Jun-21
|
6,541
|
99.5
|
-
|
-
|
30
|
0.5
|
6,571
|
99.5
|
Jul-21 |
6,542 |
99.6 |
- |
- |
29 |
0.4 |
6,571 |
99.6 |
Aug-21 |
6,544 |
99.6 |
- |
- |
27 |
0.4 |
6,571 |
99.6 |
Sep-21 |
6,540 |
99.6 |
- |
- |
24 |
0.4 |
6,564 |
99.6 |
Oct-21 |
6,500 |
99.6 |
- |
- |
24 |
0.4 |
6,524 |
99.6 |
Nov-21 |
6,499 |
99.6 |
- |
- |
24 |
0.4 |
6,523 |
99.6 |
We ask practices to ensure that information about their workforce and details of any ad-hoc locums that worked at the practice during the reporting period are up to date at the end of each month and extract the data automatically.
The NWRS has inbuilt data validation functionality to reduce data entry errors such as limiting job roles to those within the Workforce Data set (NWD), checking the format of national insurance numbers or ensuring only numbers are entered for numeric fields.
In some cases, practices provide staff details but do not include information about working hours and in these cases, we calculate full-time equivalent (FTE) estimates (referred to as partial estimates) as described in the Using this publication section.
We do not currently calculate estimates where practices have not provided any workforce data. However, following a comprehensive review of the methodology, we plan to introduce this type of estimates in early 2022.
Impact of COVID-19
There is some evidence to suggest that the completeness and coverage of the data extracted from the NWRS for March and June 2020 were adversely affected by a range of issues, including the COVID-19 pandemic, and it is likely that the exceptional pressures on the general practice workforce meant not all practices were able to update their NWRS data in time for the extracts on 31 March and 30 June 2020. However, from September 2020 onwards, we are confident practices had returned to normal levels of NWRS data completion in time for each quarterly extract.
Nonetheless, the possible impact of the data quality issues should be taken into consideration when considering figures for these two quarters.