clinical coding audit report · score of 88.66%. 1.3 conclusions 1.3.1 the audit results provide...
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Clinical Coding Audit Report
Cwm Taf University Local Health Board
Mrs Tracey Francis CCS Approved Clinical Coding Auditor,
NHS Wales Informatics Service
Mrs Helen Dennis ACC, CCS Approved Clinical Coding Auditor,
NHS Wales Informatics Service
Mr Richard Burdon CCS Approved Clinical Coding Auditor,
NHS Wales Informatics Service
Clinical Coding Audit – Cwm Taf ULHB
Document: 20190129-REP-Cwm Taf Clinical Coding Audit Report-2018-19.docx Date: 2019-05-13
Authors: Mrs. T. Francis, Mrs. H. Dennis, Mr. R Burdon (NWIS - Information Standards) Version:
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CONTENTS
1 Executive Summary ......................................................................................................................... 3
1.1 Introduction ............................................................................................................................ 3
1.2 Findings ................................................................................................................................... 3
1.3 Conclusions ............................................................................................................................. 4
1.4 Recommendations .................................................................................................................. 5
2 Introduction .................................................................................................................................... 6
3 Aims ................................................................................................................................................ 7
4 Objectives ....................................................................................................................................... 7
5 Background ..................................................................................................................................... 9
6 Methodology ................................................................................................................................. 14
7 Findings ......................................................................................................................................... 16
7.1 Total Percentages.................................................................................................................. 16
7.2 Unsafe to Audit (UTA) ........................................................................................................... 17
7.3 Primary Diagnosis Codes ....................................................................................................... 18
7.4 Secondary Diagnosis Codes Including External Cause Codes ............................................... 19
7.5 Primary Procedure Codes ..................................................................................................... 20
7.6 Secondary Procedure Codes ................................................................................................. 21
7.7 Health Record Findings ......................................................................................................... 22
8 Conclusions ................................................................................................................................... 23
9 Recommendations ........................................................................................................................ 24
Clinical Coding Audit – Cwm Taf ULHB
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1 Executive Summary
1.1 Introduction
1.1.1 This audit represents part of an ongoing series of clinical coding accuracy audit reports,
produced as part of the national clinical coding audit programme of the NHS Wales
Informatics Service (NWIS).
1.1.2 This report outlines the findings and recommendations of NWIS’ Clinical Classifications &
Terminologies Standards Team audit of clinical coding accuracy at Cwm Taf University Local
Health Board.
1.2 Findings
1.2.1 Clinical coding departments are recommended to achieve the following percentages for
accuracy:
Primary Diagnosis ≥ 90%
Secondary Diagnosis ≥80%
Primary Procedure ≥90%
Secondary Procedure ≥80%
1.2.2 Below is a breakdown of the error rates achieved at Cwm Taf UHB:
Figure I Breakdown of Error Rates
Code Type Total Number of Codes Reviewed
Total Number of Correct Codes
Percentage Correct
Primary Diagnosis 320 291 90.94%
Secondary Diagnosis 1379 1307 94.78%
Primary Procedure 152 144 94.74%
Secondary Procedure 423 378 89.36%
1.2.3 The 2018/19 Welsh Government Clinical Coding Accuracy Measure score, outlined in
Appendix A, has been produced from the above figures, as follows:
Figure II Welsh Government Clinical Coding Accuracy Measure
Total Number of Codes
Total Number of Correct Codes
Accuracy Percentage
Cwm Taf ULHB 2274 2120 93.23%
Clinical Coding Audit – Cwm Taf ULHB
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1.2.4 The above figure represents an improvement of 4.57% from the previous Accuracy Measure
score of 88.66%.
1.3 Conclusions
1.3.1 The Audit results provide assurance that the clinical coding at Cwm Taf ULHB is of a high
standard, achieving above the recommended accuracy rate in all four coding areas. The
organisation should be commended on its clinical coding accuracy.
1.3.2 Compared to the previous audit results there has been a significant increase (4.57%) in the
overall quality of clinical coded data at Cwm Taf ULHB.
1.3.3 The majority of the clinical coders at Cwm Taf ULHB are up to date with their required
training and they generally demonstrate a sound grasp of national clinical coding rules and
standards. However, there was evidence that some of the clinical coders were unaware of
the changes to the clinical coding standards that applied from 1st April 2018.
1.3.4 The evidence from this audit shows that a number of the clinical coding errors at Cwm Taf
were due to the clinical coding staff failing to abstract the clinical information from the
medical record required to assign accurate classification codes. The number and type of
errors identified in this audit indicate that the clinical coders at Cwm Taf are rushing the
clinical coding process. 72.60% of secondary diagnosis, 62.50% of primary procedure, and
91.11% of secondary procedure errors were errors of omission where the auditors found the
required information to be present within the medical record.
1.3.5 Seven of the twenty-nine primary diagnosis errors (24.14%) were sequencing errors. This
was due to the clinical coders misunderstanding, or failing to apply, the primary diagnosis
definition.
1.3.6 There were two primary diagnosis errors and five secondary diagnosis errors that could be
attributed to conflicting or unclear information within the patients’ medical records.
1.3.7 In an effort to speed up the clinical coding process in order to achieve their target of 40 FCEs
per day, the clinical coders at Cwm Taf are failing to consistently apply the full four step
coding process.
1.3.8 The clinical coding managers have made significant efforts with regard to the local policies in
use at Cwm Taf ULHB; however there are still a number of these local policies that are either
out of date or undated.
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1.3.9 The lack of a planned program of internal audits means that the only assurance of the
quality of clinical coded data at Cwm Taf is the annual Audit carried out by the NHS Wales
Classifications Standards and Terminology Team.
1.4 Recommendations
1.4.1 In order to consolidate and further improve the quality of the clinical coding data at Cwm Taf
UHB the auditors’ advise that the clinical coders at Cwm Taf continue to attend regular
training courses in order to retain and refresh their skills.
1.4.2 The clinical coding managers at Cwm Taf are advised to ensure that their clinical coding staff
are aware of any updates to the clinical coding standards and that they provide enough time
for the clinical coders to read, assimilate, and update their classification books with any
changes. They are further advised to support and encourage all their clinical coding staff to
attain the National Clinical Coding Qualification (NCCQ).
1.4.3 The clinical coders at Cwm Taf ULHB are advised whenever possible to reference the full
medical record and ensure they take the time to extract all the necessary information when
assigning classification codes. They are further advised to ensure that they are fully aware of
the primary diagnosis definition and that they consistently apply the full four step coding
process.
1.4.4 The auditor advises that immediate efforts be made to ensure that the staff within the Cwm
Taf UHB who have responsibility for clinical case notes are aware of the need for good
practice regarding their use. In particular, attention should be drawn to the Royal College of
Surgeons ‘Standards for Clinical Records’. Significant issues with individual case notes should
be highlighted using the relevant local incident reporting procedures in order to ensure that
attention is drawn to this issue and that possible clinical risks are being highlighted. In
particular, an investigation into the quality of the information provided on the DAL discharge
document is advised.
1.4.5 The clinical coding manager is advised to continue with their work reviewing the local
policies that are in use at Cwm Taf.
1.4.6. In order to facilitate an internal clinical coding audit programme, the management at Cwm
Taf ULHB is advised to continue with their plans to support one of the clinical coding staff to
undertake the NHS Digital Clinical Coding Audit Programme (CCAP).
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2 Introduction
2.1 The Admitted Patient Care data set (APC ds), and the clinically coded data contained within, is
arguably the single most important source of management information in use within NHS
Wales. The availability of timely, complete, accurately coded APC data are an essential pre-
requisite for numerous current and emerging decision support processes.
2.2 Welsh Local Health Boards (LHBs) and Velindre NHS Trust are mandated to clinically code the
finished consultant episodes (FCEs) for every patient admitted to a Welsh LHB. Organisations
are required to accurately code information relating to all diagnoses and procedures relevant
to each individual episode of care experienced by a patient.
2.3 Welsh LHBs and Velindre NHS Trust are currently monitored against a Welsh Government
(WG) performance measure for coding completeness. This target is that of 95% of all FCE’s are
clinically coded within one month of the episode end date.
2.4 The NHS Wales Outcomes Framework 2016-2017 introduced a new data quality standard
measuring clinical coding accuracy, which is outlined in the Clinical Coding Accuracy Measure
document in Appendix A.
2.5 Clinical coded data are used for a variety of uses and it impacts on a number of areas
including:
Healthcare planning (including service reconfiguration);
Performance management (notably the production of Tier 1 and other WG
performance indicators and measures);
Health needs assessment;
Evaluation of treatment and outcome analysis;
Benchmarking;
Chronic disease management (and the linkage of datasets);
Provision of information for research;
The production of official statistics and ad-hoc requests – Ministerial, Assembly
Questions, Freedom of Information etc.;
Financial costing and resource utilisation mapping;
Identification of at risk populations;
Identification of frequency and occurrence of disease;
The monitoring of (often high cost) services provided by the Welsh Health
Specialised Services Committee (WHSSC);
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Clinical coding data is central to a range of national information initiatives, such as
the annual financial costing process and patient-level costing;
2.6 It is current WG policy for healthcare data to be made more readily available to the general
public, media etc. under its ‘transparency’ agenda. Where clinical coding information is being
shared, this will further raise the importance of that data being accurate, and the need for the
Service to be assured that this is the case.
2.7 It is a therefore a requirement that clinical coded data are accurate, consistent, complete and
coded in a timely fashion.
2.8 Clinical coding audit is currently the only means by which it is possible to assure the accuracy
of clinical coded data.
2.9 This report outlines the findings and recommendations of the NHS Wales Informatics Service
(NWIS) Clinical Classifications & Terminologies Standards Team audit of clinical coding
accuracy at Cwm Taf University Local Health Board. The audit was carried out 5th November
2018 and 28th November 2018 and was undertaken by Mrs Tracey Francis, ACC, CCS Approved
Clinical Coding Auditor, NHS Wales Informatics Service, Mr Richard Burdon, ACC, CCS
Approved Clinical Coding Auditor, NHS Wales Informatics Service and Mrs Helen Dennis, ACC,
CCS Approved Clinical Coding Auditor, NHS Wales Informatics Service.
3 Aims
3.1 The aim of this audit was to assess the accuracy of the clinically coded data produced by Cwm
Taf ULHB by comparing the codes assigned by the Clinical Coding Department against national
clinical coding standards.
3.2 This report aims to provide a benchmark that can be used by the Clinical Coding Department
within Cwm Taf ULHB, to identify areas for improvement within the organisation and aid in
the identification and planning of future training needs. Conclusions and recommendations
based on areas of both good and poor practice found are provided to achieve this.
3.3 It also aims to evaluate the quality of the source documentation used by the coders and the
local policies and procedures used at Cwm Taf ULHB.
4 Objectives
4.1 The objectives for the audit include a range of measures.
4.2 To assess the clinical coding data against national clinical coding standards;
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4.3 To identify and report areas of good and bad practice;
4.4 To review and assess the accuracy of the source documentation used for clinical coding;
4.5 To assess the level of clinical involvement with the Clinical Coding Department and to what
degree this impacts on the coding process and coding accuracy;
4.6 To make recommendations designed to support future improve in the accuracy of clinically
coded data within the UHB;
4.7 To highlight training issues within the department.
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5 Background
5.1 Cwm Taf ULHB has a total of four hospitals offering a variety of patient services. Two of these
hospitals have clinical coders working on site: Royal Glamorgan Hospital and Prince Charles
Hospital.
5.2 The Clinical Coding Department sits in the Performance and Information Directorate at Cwm
Taf. They have a Clinical Coding Policy Document, which was last updated in 2018. They have
eight local clinical coding policies at present (see Appendix B). However, two of these policies
are out of date and are not dated at all. In addition, Cwm Taf ULHB have three new local
policies that are currently being checked by clinicians prior to approval.
5.3 Clinical coding staff at Cwm Taf ULHB assign codes to episodes for all inpatients, day case and
regular day attender episodes for hospital sites within the Health Board.
5.4 Cwm Taf ULHB generated a total of 102,946 Finished Consultant Episodes (FCEs) in the
2016/17 financial year.
5.5 At the end of the 2016/17 financial year, the Clinical Coding Department of Cwm Taf ULHB
had a backlog of 2,089 Finished Consultant Episodes (FCEs), 1.99% of the total number of
FCEs.
5.6 At the time of the audit, Cwm Taf ULHB had one clinical coding manager vacancy and two
clinical coder vacancies. The management position has now been filled, and Cwm Taf ULHB
have recruited two trainee clinical coders.
5.7 Cwm Taf ULHB clinical coding staff are expected to code 40 FCE’s per 7.5-hour day. This is set
out in Cwm Taf ULHB Clinical Coding Policy Document.
5.8 Notes that require coding are filed in the clinical coding departments. They are organised by
the date that they arrive in the department, and prioritised for coding by the oldest date of
discharge. The clinical coders at Cwm Taff ULHB do not code by specialty and there is no
Outpatient or A&E coding carried out at the health board. They do, however, perform some
data quality checks. If, during the clinical coding process, the coders identify an error in the
information held on WPAS they inform the information department whose responsibility it is
to correct any discrepancies.
5.9 In general, the source document used for coding is the paper record together with any
electronic documentation available. However, day case endoscopy episodes are coded using
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only the information held on the electronic Endoscopy system. Similarly, admissions for the
Accident and Emergency Clinical Unit (AECU) are coded using only electronic letters.
5.10 One member of staff at Cwm Taf is involved in the mentoring of trainee clinical coders. They
spread their time equally between both sites. They are responsible for checking the work of
the trainee/novice coders until they meet the required competency.
5.11 Cwm Taf ULHB make use of both overtime and clinical coding contract coders with the aim of
reaching the mandatory completeness target set by Welsh Government.
5.12 Coding is carried out using the Welsh Patient Administration System (WPAS) and 3M’s
Medicode Clinical Encoder. Codes are assigned to episodes using both the ICD-10 5th Edition
and OPCS 4.8 classifications.
5.13 During the time of the audit, two of the clinical coding staff at Cwm Taf ULHB held the ACC
qualification. One of these has since left the health board and at the time of writing only one
of the clinical coding staff at Cwm Taf hold this qualification.
5.14 85% of the coders meet the minimum training requirements of having completed the Clinical
Coding Foundation Training Course and a Clinical Coding Refresher Training Course within the
last 3 years. The remaining members of staff are awaiting a place on the clinical coding
refresher course.
5.15 There are currently no CCS Approved Clinical Coding Trainers or Auditors on site. All the
department’s training needs are currently met by D&A Consulting; a commercial company
supplying clinical coding training who provide all training services to NHS Wales via a national
training contract agreed with the NHS Wales Informatics Service. However, there are plans for
one of the clinical coding staff at Cwm Taf to apply for admission to the NHS Digital Clinical
Coding Audit Programme (CCAP).
5.16 At the time of the audit, the Clinical Coding Department had one band 6 Clinical Coding
Manager, and a band 5 Clinical Coding Supervisor, with one based at each of the clinical
coding offices. There are a total of 16 (15.2 WTE) clinical coders. Of these, 6 (5.8 WTE) are
trainee / novice coders. Trainee coders at Cwm Taf are now initially employed on Annex U of
Agenda for Change, and will not progress to a Band 4 until they attain ACC status. To this end,
the clinical coding management at Cwm Taf ULB now have a structured, documented training
process in place (see Appendix E). Trainee coders follow a 30-week study plan and are given
between two and four hours of study time during their working hours.
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5.1 All clinical coding staff have regular PDRs. At present, individual audits of clinical coder’s work
do not form part of the PDR process.
5.2 The coding manager has access to a weekly validation report that identifies basic errors in the
coded data.
5.3 There is no internal clinical coding audit programme at Cwm Taf; however, the quality of the
clinical coded data is examined as part of the clinical audits for Chronic Obstructive Pulmonary
Disease and Heart Failure. Any errors in the clinical coding identified at these clinical audits
are fed back to the clinical coders and amendments to the codes actioned when needed. The
last external clinical coding audit was carried out during the month of November 2017 by CCS
Approved Clinical Coding Auditors from NHS Wales Informatics Service Clinical Classifications
& Terminologies Standards Team.
5.4 There is no routine clinical validation of the clinical coding at Cwm Taf and very little
interaction between clinicians and the clinical coding teams at Cwm Taf.
5.5 The recommendations from the previous report and compliance:
The management and staff of the clinical coding department at Cwm Taf ULHB should
be congratulated on the improvement in the quality of the clinical coded data.
Compliant
The clinical coding staff at Cwm Taf ULHB are also advised that they should continue
to attend regular training courses in order to retain and refresh their skills.
The clinical coding management at Cwm Taf ULHB has made significant effort
to comply with this recommendation and they have confirmed that 85% of
the staff are up to date with their required training.
Clinical coding staff must ensure that they are using the full four step coding process
at all times in order to ensure the correct assignment of codes. The clinical coding
management should undertake additional quality checks to ensure this is the case.
There is no documented evidence that that Cwm Taf ULHB have complied
with this recommendation. However, they have stated that they have
provided instruction and clarification on the standards effecting the coding of
signs and symptoms.
Cwm Taf ULHB Clinical Coding Management must review the quality of the
information provided from electronic sources including endoscopy sheets, in order to
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ensure that it is sufficient for the accurate assignment of classification codes;
particularly if the electronic record is used as the only source document.
The quality of the information provided from single source documents from
electronic sources continues to cause problems for clinical coders at Cwm Taf.
However, the clinical coding management has changed their advice to the
clinical coding staff. In order to ensure the clinical coded data is as accurate as
possible they are advised that rather than coding from a single electronic
document they should access all the information on the particular episode of
care that is held electronically.
All clinical coding staff at Cwm Taf ULHB should immediately undertake the Anatomy
& Physiology e-learning module produced by NHS Digital.
There is no documented evidence that Cwm Taf ULHB have complied with this
recommendation.
The clinical coders at Cwm Taf ULHB are advised to ensure that they take the time to
access all the information pertinent to an episode of care held within the medical
record when assigning classification codes.
The clinical coding staff at Cwm Taf ULHB have failed to comply with this
recommendation. The pressure on the clinical coding staff at Cwm Taf ULHB
to increase their productivity to 40 FCE’s per day makes compliance with this
recommendation extremely difficult.
The clinical coding management is advised to review the process used at Cwm Taf
ULHB in order to ensure that their trainees have reached a required level of
competence prior to working autonomously
Although the Clinical Coding Department at Cwm Taf ULHB now have a
documented, structured, training plan, at present they still have only one
mentor who splits her time between both sites. The compliance with this
recommendation remains problematic.
The clinical coding supervisor should immediately check and update the local policy
documents in use at Cwm Taf ULHB.
The clinical coding management at Cwm Taf have reviewed and updated
many of their local policies. However, there are a number that still require
attention.
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The auditors advise that the clinical coders at Cwm Taf immediately reacquaint
themselves with the primary diagnosis definition, available in the National Clinical
Coding Standards , ICD-10 5th Edition (April 2017) annual. In addition, it is also advised
that within the next three months they undertake both the ICD 10 Four Step Coding
Process e-learning module and the Anatomy and Physiology e-learning module, which
are available on line at the NHS Digital TRUD site.
There is no documented evidence that Cwm Taff ULHB has complied with this
recommendation.
Cwm Taf clinical coding management should hold a training session for staff in order
to review the clinical coding standards (including Welsh Standards) affecting the
assignment of the code for a personal history of a benign neoplasm of the digestive
tract.
There is no documented evidence that Cwm Taf ULHB has complied with this
recommendation.
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6 Methodology
6.1 The recommended minimum percentage of correct codes are:
90% for Primary Diagnosis and Primary Procedure;
80% for Secondary Diagnosis and Secondary Procedures.
6.2 In addition to the recommended minimum percentages of correct codes mentioned above,
the results of the audit are used to calculate the Welsh Government Clinical Coding Accuracy
Measure score. This is a Tier 1 performance measure, further outlined in Appendix A:
Figure III Welsh Government Clinical Coding Accuracy Measure
Performance Measure
Target Information Source
Reporting Frequency
Performance Measure
34 Percentage of clinical coding
accuracy attained in the NWIS
National Clinical Coding Accuracy
audit programme.
Annual improvement
NWIS Clinical Coding Audit
Reports
New (2016/17)
6.3 The audit was conducted according to the directives in the Welsh Clinical Coding Audit
Methodology, and the current NHS Digital Clinical Coding Audit Methodology 18/19 v12.0. A
brief summary is given below, but the full methodology is available at:
http://nww.nwisinformationstandards.wales.nhs.uk/clinical-coding-audit-methodology
6.4 The sample audited was 320 Finished Consultant Episodes (FCEs), which were randomly
generated from the activity data held within the Patient Episode Database for Wales (PEDW).
The sample audited were selected from episodes from the last full reported month submitted,
as set out below:
Figure IV Period Examined
Site Period Start Period End
Royal Glamorgan Hospital 01/07/2018 31/07/2018
Prince Charles Hospital 01/08/2018 31/08/2018
6.5 The locally assigned classification codes were audited against national clinical coding
standards using the information available in the patients’ case notes and relevant electronic
systems (e.g. RADIS). Full details on the Clinical Coding National Standards are available at:
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http://nww.nwisinformationstandards.wales.nhs.uk/welsh-clinical-coding
6.6 The auditors then assessed the locally coded data against the National Clinical Coding
Standards and the Welsh Clinical Coding Standards using ICD-10 5th Edition and OPCS 4.8
classifications. Codes were audited as one of 4 types:
Primary Diagnosis codes (i.e. the main condition treated);
Secondary Diagnosis codes (including External Cause Codes and Morphology Codes);
Primary Procedure codes;
Secondary Procedure codes (including Chapter Z site codes).
6.7 A total of 320 episodes were examined.
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7 Findings
7.1 Total Percentages
7.1.1 The percentages of correctly assigned codes are given below:
Figure V Percentage of Codes Correctly Assigned
Code Type Total Number of Codes
Total Number of Correct Codes
Percentage Correct
Primary Diagnosis 320 291 90.94%
Secondary Diagnosis 1379 1307 94.78%
Primary Procedure 152 144 94.74%
Secondary Procedure 423 378 89.36%
7.1.2 The percentage of codes that were correct was above the recommended level in all 4 areas.
7.1.3 It should be noted that of the 320 episodes examined, 227 (70.94%), contained no errors in
any position. A breakdown of the error types assigned is given below.
7.1.4 The table below shows these results compared to previous audits:
7.1.5 The Welsh Government Clinical Coding Accuracy Measure score for 2017/18, as outlined in
Appendix A, is shown below:
Figure VI Overall Accuracy
Total number of codes
Total number of correct codes
Accuracy Percentage
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Primary Diagnosis Secondary Diagnosis Primary Procedure Secondary Procedure
Percentage Correct
2016 2017 2018
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Cwm Taf ULHB 2274 2120 93.23%
7.1.6 The table below shows these results compared to previous accuracy measure results:
7.2 Unsafe to Audit (UTA)
7.2.1 There were no episodes that were marked as UTA. The Clinical Coding Manager had ensured
that there were no episodes unsafe to audit, as the medical records had been checked to
ensure that the documents pertaining to the episode to be audited were present within the
notes.
86%
87%
88%
89%
90%
91%
92%
93%
94%
2017 2018
Accuracy Measure
Cwm Taf ULHB All Wales
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7.3 Primary Diagnosis Codes
7.3.1 The primary diagnosis was correct in 90.94% of the episodes audited (291 of the 320 primary
diagnoses). A breakdown of the errors in primary diagnoses by their associated error types is
given below:
Figure VII Primary Diagnosis Errors by Error Type
Error Type Specific Error Key Number of Errors
Percentage of FCEs with
Error
Coder Error PD3 PRIMARY DIAGNOSIS INCORRECT AT THREE CHARACTER LEVEL
12 3.75%
PD4 PRIMARY DIAGNOSIS INCORRECT AT FOUR CHARACTER LEVEL
7 2.19%
PDIS PRIMARY DIAGNOSIS INCORRECTLY SEQUENCED
7 2.19%
PDO PRIMARY DIAGNOSIS OMITTED 1 0.31%
Documentation Issues
PDD PRIMARY DIAGNOSIS DOCUMENTATION ISSUE
2 0.63%
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7.4 Secondary Diagnosis Codes Including External Cause Codes
7.4.1 The secondary diagnoses codes were 94.71% correct (1307 out of the total 1380 secondary
diagnoses). A breakdown of the errors by their associated error types is given below:
Figure VIII Secondary Diagnosis Errors by Error Key
Error Type Specific Error Key Number of Errors
Percentage of FCEs with
Error
Coder Error SD3 SECONDARY DIAGNOSIS INCORRECT AT THREE CHARACTER LEVEL
6 0.44%
SD4 SECONDARY DIAGNOSIS INCORRECT AT FOUR CHARACTER LEVEL
4 0.29%
SD5 SECONDARY DIAGNOSIS INCORRECT AT FIVE CHARACTER LEVEL
0 0%
SDNR SECONDARY DIAGNOSIS NOT RELEVANT
21 N/A
SDO SECONDARY DIAGNOSIS OMITTED 53 3.84%
ECI EXTERNAL CAUSE CODE INCORRECT 2 0.15%
ECO EXTERNAL CAUSE CODE OMITTED 2 0.15%
Documentation Issues
SDD SECONDARY DIAGNOSIS DOCUMENTATION ISSUE
5 0.36%
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7.5 Primary Procedure Codes
7.5.1 There were 152 primary procedure codes assigned. The primary procedure was correct in
94.74% of the episodes audited (144 of the 152 primary procedures). A breakdown of the
errors by their associated error types are shown below:
Figure IX Primary Procedure Errors by Error Key
Error Type Specific Error Key Number of Errors
Percentage of FCEs with
Error
Coder Error PP3 PRIMARY PROCEDURE INCORRECT AT THREE CHARACTER LEVEL
1 0.66%
PP4 PRIMARY PROCEDURE INCORRECT AT FOUR CHARACTER LEVEL
2 1.32%
PPNR PRIMARY PROCEDURE NOT RELEVANT
1 N/A
PPO PRIMARY PROCEDURE OMITTED 5 3.29%
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7.6 Secondary Procedure Codes
7.6.1 There were 423 secondary procedures codes assigned. These secondary procedure codes
were 89.36% correct (378 out of the 423 secondary procedures). A breakdown of the errors
by their associated error types are shown below:
Figure X Secondary Procedure Errors by Error Key
Error Type Specific Error Key Number of Errors
Percentage of FCEs with
Error
SP4 SECONDARY PROCEDURE INCORRECT AT FOUR CHARACTER LEVEL
4 0.95%
SPNR SECONDARY PROCEDURE NOT RELEVANT
3 N/A
SPO SECONDARY PROCEDURE OMITTED 41 10.64%
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7.7 Health Record Findings
7.7.1 The physical case notes used in his audit were generally in a good condition. However,
extracting the necessary information from larger and multiple volumes was more
problematic. In addition, it was apparent that essential information required for the
accurate assignment of classification codes was not always present on the discharge advice
letter (DAL) used at Cwm Taf. There were at least three errors in the diagnostic coding at
Cwm Taf that could be attributed to information missing from these documents.
7.7.2 The clinical coders a Cwm Taf rely on some single source documents when assigning
classification codes. Unfortunately, the information on these single source documents is not
always complete and /or accurate.
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8 Conclusions
8.1 The Audit results provide assurance that the clinical coding at Cwm Taf ULHB is of a high
standard, achieving above the recommended accuracy rate in all four coding areas. The
organisation should be commended on its clinical coding accuracy.
8.2 Compared to the previous audit results there has been a significant increase (4.57%) in the
overall quality of clinical coded data at Cwm Taf ULHB.
8.3 The majority of the clinical coders at Cwm Taf ULHB are up to date with their required training
and they generally demonstrate a sound grasp of national clinical coding rules and standards.
However, there was evidence that some of the clinical coders were unaware of the changes to
the clinical coding standards that applied from 1st April 2018.
8.4 The evidence from this audit shows that a number of the clinical coding errors at Cwm Taf
were due to the clinical coding staff failing to abstract the clinical information from the
medical record required to assign accurate classification codes. The number and type of errors
identified in this audit indicate that the clinical coders at Cwm Taf are rushing the clinical
coding process. 72.60% of secondary diagnosis, 62.50% of primary procedure, and 91.11% of
secondary procedure errors were errors of omission where the auditors found the required
information to be present within the medical record.
8.5 Seven of the twenty-nine primary diagnosis errors (24.14%) were sequencing errors. This was
due to the clinical coders misunderstanding, or failing to apply, the primary diagnosis
definition.
8.6 There were two primary diagnosis errors and five secondary diagnosis errors that could be
attributed to conflicting or unclear information within the patients’ medical records.
8.7 In an effort to speed up the clinical coding process in order to achieve their target of 40 FCEs
per day, the clinical coders at Cwm Taf are failing to consistently apply the full four step
coding process.
8.8 The clinical coding managers have made significant efforts with regard to the local policies in
use at Cwm Taf ULHB; however there are still a number of these local policies that are either
out of date or undated.
8.9 The lack of a planned program of internal audits means that the only assurance of the quality
of clinical coded data at Cwm Taf is the annual Audit carried out by the NHS Wales
Classifications Standards and Terminology Team.
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9 Recommendations
9.1 In order to consolidate and further improve the quality of the clinical coding data at Cwm Taf
UHB the auditors’ advise that the clinical coders at Cwm Taf continue to attend regular
training courses in order to retain and refresh their skills.
9.2 The clinical coding managers at Cwm Taf are advised to ensure that their clinical coding staff
are aware of any updates to the clinical coding standards and that they provide enough time
for the clinical coders to read, assimilate, and update their classification books with any
changes. They are further advised to support and encourage all their clinical coding staff to
attain the National Clinical Coding Qualification (NCCQ).
9.3 The clinical coders at Cwm Taf ULHB are advised whenever possible to reference the full
medical record and ensure they take the time to extract all the necessary information when
assigning classification codes. They are further advised to ensure that they are fully aware of
the primary diagnosis definition and that they consistently apply the full four step coding
process.
9.4 The auditor advises that immediate efforts be made to ensure that the staff within the Cwm
Taf UHB who have responsibility for clinical case notes are aware of the need for good
practice regarding their use. In particular, attention should be drawn to the Royal College of
Surgeons ‘Standards for Clinical Records’. Significant issues with individual case notes should
be highlighted using the relevant local incident reporting procedures in order to ensure that
attention is drawn to this issue and that possible clinical risks are being highlighted. In
particular, an investigation into the quality of the information provided on the DAL discharge
document is advised.
9.5 The clinical coding manager is advised to continue with their work reviewing the local policies
that are in use at Cwm Taf.
9.6 In order to facilitate an internal clinical coding audit programme, the management at Cwm Taf
ULHB is advised to continue with their plans to support one of the clinical coding staff to
undertake the NHS Digital Clinical Coding Audit Programme (CCAP).
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Appendix A Clinical Coding Accuracy Measure
The NHS Wales Outcomes Framework 2016-2017 introduced a new data quality standard measuring
clinical coding accuracy:
Performance Measure
Target Information Source
Reporting Frequency
Performance Measure
34 Percentage of clinical coding accuracy attained in the NWIS national clinical coding accuracy audit programme
Annual improvement
NWIS Clinical Coding Audit Reports
New
Each organisation must be able to demonstrate an annual improvement in the level of their clinical
coding accuracy; this will be measured via the national clinical coding audit programme. Currently
this programme measures the accuracy of the code assignments by looking at four specific areas –
primary diagnosis, secondary diagnosis, primary procedure, and secondary procedure. Each of these
areas is given a percentage accuracy rating in order to allow coding departments to identify specific
areas of good practice, or which require improvement.
In order to provide a single accuracy measure the codes investigated in the audit are not separated
out by their position in the medical record (i.e. primary diagnosis, secondary diagnosis, primary
procedure, and secondary procedure). Instead, the total number of codes reviewed during the audit
is used as the denominator, with the numerator being the total number of those codes the auditors
have judged to be correctly assigned. The table below shows the results for Cwm Taf ULHB since the
inception of the measure in 2016/17, as well as the all-Wales results in each year for comparative
purposes:
Total number of codes
Total number of correct codes
Accuracy Percentage
Cwm Taf ULHB (2017/18)
2275 2120 93.19%
All Wales (2017/18) 17,929 16,438 91.68%
Cwm Taf ULHB (2016/17)
1737 1352 77.84%
All Wales (2016/17) 88.79%
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Appendix B Cwm Taf ULHB Local Policies and Procedures
AAA.pdf Forceps_vacuum_deli
very.pdf
Haemorrhagic_infarct
_strokes.pdf
Hybrid_hip_replacem
ent_cement.pdf
Labial_graze.pdf
Lag_screws.pdf POTS.pdf Pseudogout.pdf Surgical_removal_wis
dom_teeth.pdf
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Appendix C Error key examples
Primary Diagnosis Errors
Primary Diagnosis Incorrect at 3rd Character Level (PD3)
There were twelve primary diagnosis errors (3.75%) incorrect at 3rd character level.
Figure I PD3 Example:
UHB Coding Auditor Coding
H26.9 Cataract, unspecified H25.1 Senile nuclear cataract
H04.1 Other disorder of lacrimal gland J45.9 Asthma, unspecified
I10.X Essential (primary) hypertension Z86.7 Personal history of diseases of the
circulatory system
J45.9 Asthma, unspecified
Z88.0 Personal history of allergy to penicillin
Z92.2 Personal history of long term (current) use
of other medicaments
Z86.7 Personal history of diseases of the
circulatory system
The information within the medical record for this episode of care stated that the cataract was
specified to be nuclear sclerotic. This clinical statement can be indexed to H25.1 Senile nuclear
cataract. The clinical coding standards state that each problem should be coded to the furthest level
of specificity available in the classification and supported by the medical record.1,2,3
Primary Diagnosis Incorrect at 4th Character Level (PD4)
There were seven primary diagnosis errors (2.19%) incorrect at 4th character level.
Figure II PD4 Example:
UHB Coding Auditor Coding
L03.9 Cellulitis, L03.1 Cellulitis of other part of limb
1 Ref - Data Quality- Medical Record-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 2 Ref - Data Quality- Coding Uniformity-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 3 Ref - Data Quality - Three Dimensions of Coding Accuracy -National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9
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W57.9 Bitten or stung by nonvenomous insect
and other nonvenomous arthropod, Unspecified
place
W57.9 Bitten or stung by nonvenomous insect
and other nonvenomous arthropod, Unspecified
place
M79.66 Pain in limb, Lower leg M79.66 Pain in limb, Lower leg
The information within the medical record for this episode of care stated that the cellulitis was of
the thigh. The clinical coding standards state that each problem should be coded to the furthest level
of specificity available in the classification and supported by the medical record.4,5,6
Primary Diagnosis Incorrectly Sequenced (PDIS)
There were seven primary diagnosis errors (2.19%) which were incorrectly sequenced.
Figure III PDIS Example:
UHB Coding Auditor Coding
R10.3 Pain localized to other parts of the lower
abdomen
N83.2 Other and unspecified ovarian cyst
N83.2 Other and unspecified ovarian cyst K62.8 Other specified diseases of anus and
rectum
K62.8 Other specified diseases of anus and
rectum
Z90.4 Acquired absence of other parts of digestive
tract
Z90.4 Acquired absence of other parts of
digestive tract
K59.0 Constipation
The information in the medical record for this episode of care stated that the pain was a symptom of
the ovarian cyst. The clinical coding standards state that the first diagnostic field of the clinical coded
record should contain the main condition treated or investigated during the relevant episode of
care. In addition, the clinical coding standards state that the clinical coder is required to assign the
minimum number of codes that accurately reflect the patient condition during the consultant
4 Ref - Data Quality - Medical Record-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 5 Ref – Data Quality- Coding Uniformity-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 6 Ref - Data Quality- Three Dimensions of Coding Accuracy -National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9
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episode. The clinical coding standards also states if a diagnosis is identified from a sign, symptom, or
abnormal finding then the code for the specific diagnosis must be assigned instead.7,8,9,10,11
Primary Diagnosis Omitted (PDO)
There was one primary diagnosis omission errors (0.31%).
Figure IV PDO Example:
UHB Coding Auditor Coding
R07.4 Chest pain, unspecified T40.2 Poisoning by narcotics and
psychodysleptics [hallucinogens] Other opioids)
Y45.0 Opioids and related analgesics X42.0 Accidental poisoning by and exposure to
narcotics and psychodysleptics [hallucinogens],
not elsewhere classified Home
Y45.5 4-Aminophenol derivatives T39.1 Poisoning by nonopioid analgesics,
antipyretics and antirheumatics 4-Aminophenol
derivatives
R06.0 Dyspnoea X40.0 Accidental poisoning by and exposure to
nonopioid analgesics, antipyretics and
antirheumatics Home
Y45.0 Opioids and related analgesics R07.4 Chest pain, unspecified
Y45.5 4-Aminophenol derivatives R11.X Nausea and vomiting
R11.X Nausea and vomiting R06.0 Dyspnoea
Y45.0 Opioids and related analgesics F55.X Abuse of non-dependence-producing
substances
Y45.5 4-Aminophenol derivatives
F55.X Abuse of non-dependence-producing
substances
7 Ref - DGCS.1 : Primary Diagnosis - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 28 8 Ref - Data Quality- Medical Record - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 9 Ref - Data Quality- Coding Uniformity - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 10 Ref - Data Quality- Three Dimensions of Coding Accuracy - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 11 Ref – DChS.XVIII.1: Signs, symptoms and abnormal laboratory findings - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 172
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The information within the medical record for this episode of care stated that the patient took their
mother’s medication. The medication was not meant for this patient, and therefore was improperly
used. In this scenario, it should have been coded as an accidental poisoning, rather than an adverse
effect in therapeutic use. The clinical Coding Standards state that a poisoning should be assigned a
code from Chapter XIX for the substance causing the poisoning. The clinical coding standards also
state that poisoning, not documented as either accidental or self-harm, should be coded to
accidental poisoning.12,13,14
Primary Diagnosis Documentation Issue (PDD)
There were two primary diagnosis errors (0.63%) due to documentation issues.
Figure V PDD Example:
UHB Coding Auditor Coding
F05.9 Delirium, unspecified I63.5 Cerebral infarction due to unspecified
occlusion or stenosis of cerebral arteries
R53.X Malaise and fatigue F05.9 Delirium, unspecified
N17.9 Acute renal failure, unspecified R53.X Malaise and fatigue
R29.6 Tendency to fall, not elsewhere classified N17.9 Acute renal failure, unspecified
I10.X Essential (primary) hypertension R29.6 Tendency to fall, not elsewhere classified
E11.9 Type 2 Diabetes mellitus Without
complications
I10.X Essential (primary) hypertension
E11.9 Type 2 Diabetes mellitus Without
complications
The information within the medical record for this episode of care contained conflicting information.
The discharge summary did not contain any information with regard to diagnosis or procedures, it
contained only the details of the patient’s take home medications. The conclusion on the report for
the computed tomography of the head stated “lacunar infarction”, but also stated “old?” At the end
of the episode, a clinical statement of “lacunar infarction” was documented. The clinical coding
standards state that each problem should be coded to the furthest level of specificity available in the
12 Ref - Data Quality- Medical Record - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 13 Ref - Data Quality- Coding Uniformity - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 14 Ref – DCS.XIX.8: Poisoning (T36 – T65) - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 195
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classification and supported by the medical record. In addition, the clinical coding standards also
gives explicate instruction on which code to assign for a diagnostic statement of lacunar infarction.
15,16,17,18
15 Ref - Data Quality- Medical Record - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 16 Ref - Data Quality- Coding Uniformity - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 17 Ref - Data Quality- Three Dimensions of Coding Accuracy - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 18 Ref – DCS.IX.11: Stroke not specified as haemorrhage or infarction (I64.X) and Lacunar infarction (I63.5)
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Secondary Diagnosis Errors
Secondary Diagnosis Incorrect at 3rd Character Level (SD3)
There were six secondary diagnoses (0.44%) incorrect at 3rd character level.
Figure VI SD3 Example:
UHB Coding Auditor Coding
J18.1 Lobar pneumonia, unspecified J18.1 Lobar pneumonia, unspecified
N17.9 Acute renal failure, unspecified N17.9 Acute renal failure, unspecified
I48.0 Paroxysmal atrial fibrillation I48.0 Paroxysmal atrial fibrillation
Z85.3 Personal history of malignant neoplasm of
breast
Z85.3 Personal history of malignant neoplasm of
breast
I10.X Essential (primary) hypertension I95.9 Hypotension, unspecified
E78.0 Pure hypercholesterolaemia E78.0 Pure hypercholesterolaemia
M35.3 Polymyalgia rheumatica M35.3 Polymyalgia rheumatica
R29.6 Tendency to fall, not elsewhere classified R29.6 Tendency to fall, not elsewhere classified
E86.X Volume depletion E86.X Volume depletion
I67.8 Other specified cerebrovascular disease I67.8 Other specified cerebrovascular disease
Z86.7 Personal history of diseases of circulatory
system
Z86.7 Personal history of diseases of circulatory
system
The information within the medical record for this episode of care stated that the patient had
hypotension; unfortunately, the clinical coder assigned the code for hypertension in error. The
clinical coding standards state that each problem should be coded to the furthest level of specificity
available in the classification and supported by the medical record.19,20,21
19 Ref - Data Quality- Medical Record-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 20 Ref - Data Quality- Coding Uniformity-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 21 Ref - Data Quality- Three Dimensions of Coding Accuracy -National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9
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Secondary Diagnosis Incorrect at 4th Character Level (SD4)
There were four secondary diagnoses (0.29%) incorrect at 4th character level.
Figure VII SD4 Example:
UHB Coding Auditor Coding
A41.9 Sepsis, unspecified A41.9 Sepsis, unspecified
J18.9 Pneumonia, unspecified J18.1 Lobar pneumonia, unspecified
J44.0 Chronic obstructive pulmonary disease
with acute lower respiratory infection
J44.0 Chronic obstructive pulmonary disease with
acute lower respiratory infection
F17.1 Mental and behavioural disorders due to
use of tobacco Harmful use
F17.1 Mental and behavioural disorders due to
use of tobacco Harmful use
M17.9 Gonarthrosis M17.9 Gonarthrosis
M47.9 Spondylosis M47.9 Spondylosis
E78.5 Hyperlipidaemia E78.5 Hyperlipidaemia
M77.1 Lateral epicondylitis M77.1 Lateral epicondylitis
M10.9 Gout, unspecified M10.9 Gout, unspecified
E11.9 Type 2 diabetes mellitus E11.9 Type 2 diabetes mellitus
Z82.3 Family history of stroke Z82.3 Family history of stroke
The information in the medical for this episode of care stated that there was pneumonia with
consolidation. This clinical statement is indexable in ICD-10 to J18.1 Lobar pneumonia, unspecified.
The clinical coding standards state that each problem should be coded to the furthest level of
specificity available in the standards and supported by the medical record. The clinical coding
standards also state that if the specific type of pneumonia is identified then the appropriate code
from categories J12.- to J18.- must be selected in preference to J18.9.22,23,24
22 Ref - Data Quality- Medical Record-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 23 Ref - Data Quality- Coding Uniformity-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 24 Ref – DCS.X.5: COAD/COPD, chest infection and asthma with associated conditions.
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Secondary Diagnosis Not Relevant (SDNR)
There were twenty-one secondary diagnoses assigned which were not relevant.
Figure VIII SDNR Example:
UHB Coding Auditor Coding
O13.X Gestational [pregnancy-induced]
hypertension
O13.X Gestational [pregnancy-induced]
hypertension
Z37.0 Single live birth Z37.0 Single live birth
O48.X Prolonged pregnancy F17.1 Mental and behavioural disorders due to
use of tobacco Harmful use
F17.1 Mental and behavioural disorders due to
use of tobacco Harmful use
There was no indication in the medical record for this episode of care that the patient was post-
term or post-dates. The length of the pregnancy was documented as 41 +1. The clinical coding
standards state that the code O48.X Prolonged pregnancy should only be assigned if the pregnancy
is documented to be over 42 weeks, or the responsible consultant has documented post-term or
post-dates.25,26
Secondary Diagnosis Omitted (SDO)
There were fifty-three secondary diagnoses (3.84%) omitted.
Figure IX SDO Example:
UHB Coding Auditor Coding
P36.9 Bacterial sepsis of new-born, unspecified P36.9 Bacterial sepsis of new-born, unspecified
Z38.0 Singleton, born in hospital Z38.0 Singleton, born in hospital
P70.4 Other neonatal hypoglycaemia P70.4 Other neonatal hypoglycaemia
P80.8 Other hypothermia of new-born P80.8 Other hypothermia of new-born
P05.9 Slow fetal growth, unspecified P07.1 Other low birth weight
P07.3 Other preterm infant
P59.0 Neonatal jaundice associated with preterm
delivery
25 Ref - Data Quality- Medical Record-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 26 Ref – DCS.XV.20: Prolonged pregnancy (O48.X) - National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 153
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P05.9 Slow fetal growth, unspecified
A number of important comorbidities were omitted from the clinical coding record for this episode
of care. The clinical coding standards state that the clinical coder should assign classification codes
for every condition that effects the care during a consultant episode that is available in the
classification and supported by the medical record. In addition, the clinical coding standards also
state that when a condition classifiable to categories P07 or P08 and a condition classifiable to
category P05 are present, both codes must be assigned.27,28,29,30
External Cause Code Incorrect (ECI)
There were two incorrect external cause codes assigned (0.15%).
Figure X ECI Example:
UHB Coding Auditor Coding
S01.0 Open wound of scalp S01.0 Open wound of scalp
W01.4 Fall on same level from slipping, tripping
and stumbling Street or highway
X59.4 Exposure to unspecified factor Street or
highway
F10.0 Mental and behavioural disorders due to
use of alcohol Acute intoxication
F10.0 Mental and behavioural disorders due to
use of alcohol Acute intoxication
F10.2 Mental and behavioural disorders due to
use of alcohol Dependence syndrome
F10.2 Mental and behavioural disorders due to
use of alcohol Dependence syndrome
R45.8 Other symptoms and signs involving
emotional state
R45.8 Other symptoms and signs involving
emotional state
There was no indication in the medical record for this episode of care that the mechanism of their
injury was a fall. In fact, the medical record did not provide any details of the mechanism of the
injury at all. The clinical coding standards state that when the external cause of the injury is not
specified then the code X59. - Exposure to unspecified factor should be assigned.31,32,33
27 Ref - Data Quality- Medical Record-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 28 Ref - Data Quality- Coding Uniformity-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 29 Ref - Data Quality- Three Dimensions of Coding Accuracy -National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 30 Ref - DCS.XVI.2: Disorders related to length of gestation and fetal growth (P05 – P08) 31 Ref - Data Quality- Medical Record-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 32 Ref - Data Quality- Coding Uniformity-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 33 Ref - DChS.XX.1: External Causes -National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 201
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External Cause Code Omitted (ECO)
There were two external cause codes omitted (0.15%).
Figure XI ECO Example:
UHB Coding Auditor Coding
L03.1Cellulitis of other parts of limb L03.0 Cellulitis of finger and toe
L03.0 Cellulitis of finger and toe L03.1Cellulitis of other parts of limb
W57.8 Bitten or stung by nonvenomous insect
and other nonvenomous arthropod Other
specified places
The information within the medical record for this episode of care stated that the cellulitis was
caused by the bite of a horse fly. The clinical coding standard state that an external cause code must
be assigned and sequenced after the code that identifies the resulting condition.34,35,36
Secondary Diagnosis Documentation Issue (SDD)
There were five secondary diagnosis errors (0.36%) due to documentation issues.
Figure XII SDD Example:
UHB Coding Auditor Coding
M54.5 Low back pain M54.5 Low back pain
M47.9 Spondylosis, unspecified
J44.9 Chronic obstructive pulmonary disease,
unspecified
I10.X Essential (primary) hypertension
M81.9 Osteoporosis, unspecified
M85.8 Other specified disorders of bone density
and structure
The clinical coder failed to assign the codes to identify a number of comorbidities for this episode of
care. All of these conditions were documented on the clinical letter giving details of the planned
34 Ref - Data Quality- Medical Record-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 35 Ref - Data Quality- Coding Uniformity-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 36 Ref - DChS.XX.1: External Causes -National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 201
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admission. However, they were not documented in the paperwork within the actual dates of the
admission. This caused confusion for the clinical coder, as they were not sure if they were relevant
to the episode being coded. The auditor confirmed that the clinical letter formed part of the
admission record for this episode of care and the documented comorbidities should be coded.37,38,39
37 Ref - Data Quality- Medical Record-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 6 38 Ref - Data Quality- Coding Uniformity-National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9 39 Ref - Data Quality - Three Dimensions of Coding Accuracy -National Clinical Coding Standards ICD-10 5th Edition (April 2018) – Page 9
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Primary Procedure Errors
Primary Procedure Incorrect at 3rd Character Level (PP3)
There was one primary procedures (0.66%) incorrect at 3rd character level.
Figure XIII PP3 Example:
UHB Coding Auditor Coding
S06.5 Excision of lesion of skin of head and neck
NEC
D02.1 Excision of lesion of external ear
Z20.1 External ear D06.4 Graft of skin to external ear
D06.4 Graft of skin to external ear Z94.2 Right sided operation
Z94.2 Right sided operation Y58.8 Harvest of skin for graft Other specified
Y58.8 Harvest of skin for graft Other specified Z48.2 Skin of neck
Z48.2 Skin of neck Z94.3 Left sided operation
Y84.2 Sedation NEC Y82.9 Local anaesthetic Unspecified
Y84.2 Sedation NEC
The clinical coder failed to follow the full four step coding process when assigning the primary
diagnosis code for this episode of care. They failed to follow the excludes note at the beginning of
Chapter S: Skin, which instructs the coder to use codes from Chapter D: Ear for operations on the
skin of external ear. The clinical coding standards state that each procedure must be coded to the
furthest level of specificity that is available in the classification and supported by the medical
record.40,41,42
Primary Procedure Incorrect at 4th Character Level (PP4)
There was one primary procedures (0.66%) incorrect at 4th character level.
Figure XIV PP4 Example:
UHB Coding Auditor Coding
W24.3 Closed reduction of fracture of long bone
and flexible internal fixation HFQ
W24.2 Closed reduction of fracture of long bone
and rigid internal fixation NEC
Z70.5 Lower end of radius NEC Z70.5 Lower end of radius NEC
40 Ref - Data Quality - Coding Uniformity – National Clinical Coding Standards OPCS-4 (2018)- Page 9 41 Ref - Data Quality - The Four Step Coding Process - National Clinical Coding Standards OPCS-4 (2018)- Page 10 42 Ref – PConvention 2: Instructional notes and Paired codes - National Clinical Coding Standards OPCS-4 (2018)- Page 24
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Z94.3 Left sided operation Z94.3 Left sided operation
Y80.4 Intravenous anaesthetic NEC Y80.4 Intravenous anaesthetic NEC
The information within the medical record for this episode of care stated that the fracture of the
radius was fixed using ‘k wires’. The clinical coding standards state that k wires are a type of rigid
fixation, but the clinical coder assigned the code for flexible fixation in error.43,44
Primary Procedure Incorrectly Sequenced (PPIS)
There was one primary procedures (0.66%) which were incorrectly sequenced.
Figure XV PPIS Example:
UHB Coding Auditor Coding
S57.3 Toilet of skin NEC S42.1 Primary suture of skin NEC
S42.1 Primary suture of skin NEC S57.3 Toilet of skin NEC
S50.4 Skin of leg NEC S50.4 Skin of leg NEC
Z94.2 Right sided operation O13.2 Knee NEC
Z94.2 Right sided operation
The information within the medical record for this episode of care confirmed that the main
procedure was the suture of the laceration.45,46,47
Primary Procedure Omitted (PPO)
There were five primary procedures (3.29%) omitted.
Figure XVI PPO Example:
UHB Coding Auditor Coding
U07.1 Computed tomography of chest
Y97.3 Radiology post contrast
Y98.1 Radiology one body area (or ˂ 20 minutes)
The information in the medical record for this episode of care stated that a CT of the chest was
carried out. The clinical coder failed to assign the OPCS-4 codes for this procedure. The clinical
43 Ref - Data Quality - Medical Record - National Clinical Coding Standards OPCS-4 (2018)- Page 7 44 Ref – PChSW1: K-Wire fixation - National Clinical Coding Standards OPCS-4 (2018)- Page 119 45 Ref - Data Quality - Medical Record - National Clinical Coding Standards OPCS-4 (2018)- Page 7 46 Ref - Data Quality - Coding Uniformity - National Clinical Coding Standards OPCS-4 (2018)- Page 9 47 Ref – PRule 2: Single procedure analysis and multiple coding - National Clinical Coding Standards OPCS-4 (2018)- Page 16
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coding standards state that the minimum number of codes that accurately reflect the interventions /
procedures should be assigned and that each procedure should have the correct code assignment. In
addition, the clinical coding standards also state that a computed tomography is one of the
diagnostic imaging procedures that must always be coded when performed.48,49,50
Primary Procedure Not Relevant (PPNR)
There was one primary procedure code assigned which was not relevant.
Figure XVII PPNR Example:
UHB Coding Auditor Coding
J44.9 Diagnostic endoscopic retrograde
examination of bile duct
There was nothing in the medical record for this episode of care to indicate that the patient had an
ERCP. The clinical coding standards state that the clinical coder should code the minimum number of
codes that accurately reflect the patient’s interventions / procedures.51,52,
48 Ref - Data Quality - Medical Record - National Clinical Coding Standards OPCS-4 (2018)- Page 7 49 Ref - Data Quality - Coding Uniformity - National Clinical Coding Standards OPCS-4 (2018)- Page 9 50 Ref - PCSU1: Diagnostic imaging procedures (U01 – U021 and U34 – U37) - National Clinical Coding Standards OPCS-4 (2018)- Page 100 51 Ref - Data Quality - Medical Record - National Clinical Coding Standards OPCS-4 (2018)- Page 7 52 Ref - Data Quality - Coding Uniformity - National Clinical Coding Standards OPCS-4 (2018)- Page 9
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Secondary Procedures
Secondary Procedure Incorrect at 4th Character Level (SP4)
There were four secondary procedures (0.95%) incorrect at 4th character level.
Figure XVIII SP4 Example:
UHB Coding Auditor Coding
V54.4 Injection around spinal facet of spine Code & Description
V55.9 Levels of spine Unspecified V55.1 One level of spine
Y53.4 Approach to organ under fluoroscopic
control
Y53.4 Approach to organ under fluoroscopic
control
Z67.5 Lumber intervertebral joint Z67.5 Lumber intervertebral joint
Z94.1 Bilateral operation Z94.1 Bilateral operation
The information within the medical record for this patient showed that this procedure was carried
out on one level of spine. The clinical coding standards state that each procedure should have the
correct code and that each code should be assigned to the furthest level of specificity available in
the classification and supported by the medical record.53,54,55
Secondary Procedure Omitted (SPO)
There were forty-one secondary procedures (9.69%) omitted.
Figure XIX SPO Example:
UHB Coding Auditor Coding
R22.2 Low vacuum delivery R22.2 Low vacuum delivery
R27.1 Episiotomy to facilitate delivery R27.1 Episiotomy to facilitate delivery
R14.1 Forewater rupture of amniotic membrane R14.1 Forewater rupture of amniotic membrane
R32.3 Repair of obstetric laceration of vagina
and floor of pelvis
R32.3 Repair of obstetric laceration of vagina and
floor of pelvis
Y84.2 Sedation NEC Y84.1 Gas and air analgesia in labour
R15.1 Medical induction of labour
The information within the medical record stated that the patient also had a medical induction of
labour, but the clinical coder failed to assign a code for this procedure. The clinical coding standards
53 Ref - Data Quality - Medical Record - National Clinical Coding Standards OPCS-4 (2018)- Page 7 54 Ref - Data Quality - Coding Uniformity - National Clinical Coding Standards OPCS-4 (2018)- Page 9 55 Ref - Data Quality – The Four Step Coding Process - National Clinical Coding Standards OPCS-4 (2018)- Page 10
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state that the minimum number of codes that accurately reflect the interventions / procedures
should be assigned and that each procedure should have the correct code assignment. 56,57
Secondary Procedure Not Relevant (SPNR)
There were three secondary procedure codes assigned which were not relevant.
Figure XX SPNR Example:
UHB Coding Auditor Coding
L91.2 Insertion of central venous catheter L91.2 Insertion of central venous catheter
Z98.8 Specified vein of lower limb Z98.8 Specified vein of lower limb
Z94.2 Right sided operation Z94.2 Right sided operation
U05.1 Computed tomography of head U05.1 Computed tomography of head
Y98.1 Radiology of one body area Y98.1 Radiology of one body area
X29.2 Continuous intravenous infusion of
therapeutic substance
The clinical coding standards state that the code X29.2 Continuous intravenous infusion of
therapeutic substance should only be assigned if the patient has been specifically admitted for the
infusion. Since this was not the case for this episode of care this code should not have been
assigned.58
56 Ref - Data Quality - Medical Record - National Clinical Coding Standards OPCS-4 (2018)- Page 7 57 Ref - Data Quality - Coding Uniformity - National Clinical Coding Standards OPCS-4 (2018)- Page 9 58 Ref – PCSX2: Intravenous infusions and intravenous injections - National Clinical Coding Standards OPCS-4 (2018)- Page 136
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Appendix D Responses to Queries
No queries were raised with the NHS Digital Audit Authentication Mechanism
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Appendix E Training Process
Clinical Coding Training Programme
It is the responsibility of the trainee coder to follow this training programme. The role of the Mentor
or Supervisor is to guide the learning and support the trainee to complete the programme. The time
schedule is a guide to be followed as much as possible in order to attain the required standards,
however it is intended to allow for some flexibility where necessary.
This training programme should be read in conjunction with the Health & Social Care Information
Centre (HSCIC) National Clinical Coding Training Handbook 2016/17.
Date Training
Week 1 - Discuss and agree training programme with the trainee
- Orientation/Local induction to the department
- Access to be arrange for WPAS (Myrddin) and External systems e.g. WCP/MITS
- IT Systems/ Myrddin training to be arranged
- Early familiarisation of case notes, their structure/organisation
- Register with HSCIC website
- Coding career information can be accessed and viewed using the link below:
https://hscic.kahootz.com/connect.ti/t_c_home/view?objectId=298067#298067
- Register with TRUD using link below:
https://isd.digital.nhs.uk/trud3/user/guest/group/0/home
Weeks
1-2
- Overview of coding classifications (ICD10 & OPCS)
- Study the 4 Step Coding process
- Complete the four step coding process eLearning option available on TRUD for
download:
https://isd.digital.nhs.uk/trud3/user/guest/group/0/search/results?q=e-learning
- The trainee gains 1-2 weeks experience in the Filing room in order to understand
the processes and procedures regarding Patient notes
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Weeks
2-3
Anatomy & Physiology
- Commence working through the chapters/sections within the A&P Manual,
including looking up medical terms, labelling diagrams and familiarisation with the
structure of medical terminology-prefix, suffix and root word
- Complete the A&P e-learning module on TRUD web page
- Encouragement of ‘googling’ unfamiliar terms encountered within the A&P Manual
TRUD website
- Familiarisation with the layout and how to find relevant information
- Coding Clinics – what they are and where to find them
Week 4 Commence Coding:
- Receive guidance on coding Endoscopies
- Commence coding diagnostics Endoscopies, starting with ‘examination’ and biopsy
- Gain experience in coding colonoscopies, sigmoidoscopies and OGD’s thereby
building confidence in assigning both ICD and OPCS codes
- All FCE’s to be audited by mentor, with results given back to trainee daily
Case note familiarisation:
- Examine how the case notes are structured and arranged.
- Gain an awareness of what documentation looks like along with what
documentation can be used
Coding query process in the department – (what to do when code assignment proves
difficult)
Week
4+
- Continue to build on accurately assigning OPCS and ICD codes to diagnostic
endoscopies
- Embark on gaining experience in coding therapeutic endoscopies
- Commence coding of assessment unit admissions.
- Continue to build on acquired skills with the appropriate introduction of more
complex notes when ready
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Clinical Coding Standards Course Pre-requisites
- Completion of both Standards Course Workbooks
These are: Coding Theory and Background and Coding Key Definitions
Month
2 – 6
- Trainee to attend Clinical Coding Standards Course within 2-6 months
- Other specialities to be added – starting with General Medicine, General Surgery
and Paediatrics
- Set coding figure with trainee of between 5-10 FCE’s per day
Months
7-12
- Continue to code across all specialties – including Orthopaedics, Gynaecology and
Obstetrics
- Coding figure to be increased to 10-15 FCE’s per day
Months
13-18
- Trainee to become competent in all other specialities, including Mental Health,
Vascular and Coronary Care (Mental Health – E-DALS to be printed for the trainee’s
use)
- Coding figure to be increased so that at the end of the 18 months the trainee is
competently coding 15 - 20 FCE’s per day over all specialities
- Continuous auditing of completed FCE’s and RIP’s
Months
19-24
- Review to evaluate sitting of NCCQ
- Coding figure to be increased to 25 FCE’s per day – to be made up of a case mix of
10 complex episodes of care and 15 easier
- All complex FCE’s coded to be audited/reviewed by mentor or auditor – until such
time as the trainee obtains ACC qualification
- Trainee to be included in the rolling individual audit programme
- Achieve ACC qualification
Months
24+
- Attendance of Refresher Workshop 2 years after completing the Standards Course
(and every three years thereafter). Continue to attend other Clinical Coding
workshops that are being hosted by NWIS.