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Osborne R, Rogers H. Are we Getting It Right First Time? An exploration of clinical coding practices within a UK paediatric dental hospital department. Br Dent J 2023; 235:615-620. [PMID: 37891300 DOI: 10.1038/s41415-023-6390-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 05/22/2023] [Accepted: 05/28/2023] [Indexed: 10/29/2023]
Abstract
Introduction Issues arising from the current coding system in dentistry have been highlighted. Available codes are considered to lack clarity and fail to reflect all dental specialties. There are no paediatric-specific codes, which means codes from other specialties are used, which may not accurately reflect the work carried out.Aim This paper aims to explore the range of codes and the consistency and accuracy of current coding practices within the paediatric dentistry department at Newcastle Dental Hospital, and explore the potential impact of introducing new speciality-specific codes for the aforementioned procedures.Method Data were retrospectively collected to determine whether the following treatments had been undertaken, and if so, which procedure code had been used for the treatment: inhalation sedation; dietary advice; acclimatisation; preformed metal crowns, silver diamine fluoride application; and apexification. All codes used within the department for a six-month period were also reviewed retrospectively and the frequency in which procedures relating to the potential new codes would be undertaken within the department was estimated to facilitate consideration of potential financial impact of the introduction of new codes.Results Codes utilised for the aforementioned procedures did not accurately reflect work carried out despite being relatively consistent. The potential new codes corresponded to procedures that were commonly undertaken within the department.Discussion This study highlights shortcomings in the coding system relating to a lack of applicable codes for paediatric dentistry procedures. Introduction of new speciality-specific codes should help to address this deficit to ensure a more accurate representation of the needs of the community to help commissioning and workforce planning.
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Affiliation(s)
| | - Helen Rogers
- School of Dental Sciences, Faculty of Medical Sciences, Newcastle University, UK
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Clinical coding of ICD-10 and OPCS in elective local anaesthetic and IV sedation cases. Br J Oral Maxillofac Surg 2020; 59:894-897. [PMID: 34364712 DOI: 10.1016/j.bjoms.2020.08.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 08/11/2020] [Indexed: 11/21/2022]
Abstract
Treatments facilitated by healthcare trusts are transformed into codes through which payments are organised. Accurate coding is essential for correct payment, inaccurate clinical coding results in significant loss of income. Our OMFS unit performs regular day-case procedures with data recorded in a standardised proforma. An audit was performed to determine the accuracy of ICD and OPCS codes generated by the OMFS department to identify factors contributing to inaccuracies leading to loss of income. All local anaesthetic and IV sedation cases were reviewed at two separate 3 monthly time frames within the OMFS department with 100 cases per cycle. A gold standard of 100% coding information recorded and accuracy were set. The first data cycle demonstrated a number of factors to improve the clinical coding process including implementing a new clinical coding form. This was utilised in the second audit cycle. Regarding ICD-10 the first audit cycle yielded a 65% accuracy of primary diagnoses. Following recommendations this improved to 72%. Coding accuracy in the first cycle was recorded as 62% with improvement to 78% in the second cycle. OPCS data accuracy was 80% in the first cycle improving to 90% in the second cycle. Secondary or bilateral procedures also showed improvement from 83% to 89% accuracy in the second cycle. Across the audit cycle £20,000 of revenue was generated. Inaccuracies in clinical coding reduces income, improved understanding of error sources can ensure income is commensurate with clinical activity.
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Clinical coding and data quality in oculoplastic procedures. Eye (Lond) 2019; 33:1733-1740. [PMID: 31160703 DOI: 10.1038/s41433-019-0475-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 02/24/2019] [Accepted: 03/13/2019] [Indexed: 11/08/2022] Open
Abstract
INTRODUCTION Hospitals in England are reimbursed via national tariffs set out by NHS England. The tariffs payable to hospitals are determined by the activity coded for each patient's hospital visit. There are no national standards or publications within oculoplastics for coding accuracy. Our audit aimed to determine the accuracy of coding oculoplastic procedures carried out in theatres and to assess the financial implications of any discrepancies. METHODS We carried out a prospective audit of consecutive oculoplastic procedures performed at one hospital site over a 6-week period. We subsequently created a coding proforma and performed a re-audit using the same methods. RESULTS In the first cycle, clinical coding was 'correct' in 30.7% of cases, 'incomplete' for 12.9% and 'incorrect' for 56.5%. Of the 'incorrect' codes, 54.3% were coded as non-oculoplastic procedures (e.g. extraocular muscle surgery). We discussed our findings with the coding team in order to address the sources of error. We also created a 'tick box' coding proforma, for completion by surgeons. Our re-audit results showed an improvement of 'correct' coding to 85.7%. CONCLUSION Clinical coding is complex and vulnerable to inaccuracy. Our audit showed a high rate of coding error, which improved following collaboration with our coding team to address the sources of error and by creating a coding proforma to improve accuracy. Accurate clinical coding has financial implications for hospital trusts and consequently Clinical Commissioning Groups. In times of severe financial pressures, this could be a valuable tool, if rolled out over all specialities, to make much needed savings.
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Griffin D, Wall P, Realpe A, Adams A, Parsons N, Hobson R, Achten J, Fry J, Costa M, Petrou S, Foster N, Donovan J. UK FASHIoN: feasibility study of a randomised controlled trial of arthroscopic surgery for hip impingement compared with best conservative care. Health Technol Assess 2018; 20:1-172. [PMID: 27117505 DOI: 10.3310/hta20320] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Femoroacetabular impingement (FAI) is a syndrome of hip or groin pain associated with shape abnormalities of the hip joint. Treatments include arthroscopic surgery and conservative care. This study explored the feasibility of a randomised controlled trial to compare these treatments. OBJECTIVES The objectives of this study were to estimate the number of patients available for a full randomised controlled trial (RCT); to explore clinician and patient willingness to participate in such a RCT; to develop consensus on eligibility criteria, surgical and best conservative care protocols; to examine possible outcome measures and estimate the sample size for a full RCT; and to develop trial procedures and estimate recruitment and follow-up rates. METHODS Pre-pilot work: we surveyed all UK NHS hospital trusts (n = 197) to identify all FAI surgeons and to estimate how much arthroscopic FAI surgery they performed. We interviewed a purposive sample of 18 patients, 36 physiotherapists, 18 surgeons and two sports physicians to explore attitudes towards a RCT and used consensus-building methods among them to develop treatment protocols and patient information. Pilot RCT: we performed a pilot RCT in 10 hospital trusts. Patients were randomised to receive either hip arthroscopy or best conservative care and then followed up at 3, 6 and 12 months using patient-reported questionnaires for hip pain and function, activity level, quality of life, and a resource-use questionnaire. Qualitative recruitment intervention: we performed semistructured interviews with all researchers and clinicians involved in the pilot RCT in eight hospital trusts and recorded and analysed diagnostic and recruitment consultations with eligible patients. RESULTS We identified 120 surgeons who reported treating at least 1908 patients with FAI by hip arthroscopy in the NHS in the financial year 2011/12. There were 34 hospital trusts that performed ≥ 20 arthroscopic FAI operations in the year. We found that clinicians were positive about a RCT: only half reported equipoise, but most said that they would be prepared to randomise patients. Patients strongly supported a RCT, but expressed concerns about its design; these were used to develop patient information for the pilot RCT. We developed a surgical protocol and showed that this could be used in a RCT. We developed a physiotherapy-led exercise-based package of best conservative care called 'personalised hip therapy' and showed that this was practicable. In the pilot RCT, we recruited 42 out of 60 eligible patients (70%) across nine sites. The mean duration and recruitment rate across all sites were 4.5 months and one patient per site per month, respectively. The lead site recruited for the longest period (9.3 months) and accrued the largest number of patients (2.1 patients per month). We recorded and analysed 84 diagnostic and recruitment consultations in 60 patients and used these to develop a model for an optimal recruitment consultation. We identified the International Hip Outcome Tool at 12 months as an appropriate outcome measure and estimated the sample size for a full trial as 344 participants: a number that could be recruited in 25 centres over 18 months. CONCLUSION We have demonstrated that it is feasible to perform a RCT to establish the clinical effectiveness of hip arthroscopy compared with best conservative care for FAI. We have designed a full trial and developed and tested procedures for it, including an innovative approach to recruitment. We propose that a full trial be implemented. FUNDING The National Institute for Health Research Health Technology Assessment programme.
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Affiliation(s)
- Damian Griffin
- Division of Health Sciences, University of Warwick, Warwick, UK
| | - Peter Wall
- Division of Health Sciences, University of Warwick, Warwick, UK
| | - Alba Realpe
- Division of Mental Health and Wellbeing, University of Warwick, Warwick, UK
| | - Ann Adams
- Division of Mental Health and Wellbeing, University of Warwick, Warwick, UK
| | - Nick Parsons
- Department of Statistics and Epidemiology, University of Warwick, Warwick, UK
| | - Rachel Hobson
- Division of Health Sciences, University of Warwick, Warwick, UK
| | - Juul Achten
- Division of Health Sciences, University of Warwick, Warwick, UK
| | | | - Matthew Costa
- Warwick Clinical Trials Unit, University of Warwick, Warwick, UK
| | - Stavros Petrou
- Warwick Clinical Trials Unit, University of Warwick, Warwick, UK
| | - Nadine Foster
- Arthritis Research UK Primary Care Centre, Keele University, Staffordshire, UK
| | - Jenny Donovan
- School of Social and Community Medicine, University of Bristol, Bristol, UK
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Mahbubani K, Georgiades F, Goh EL, Chidambaram S, Sivakumaran P, Rawson T, Ray S, Hudovsky A, Gill D. Clinician-directed improvement in the accuracy of hospital clinical coding. Future Healthc J 2018; 5:47-51. [PMID: 31098532 PMCID: PMC6510043 DOI: 10.7861/futurehosp.5-1-47] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
'Payment by results' (PbR) remuneration for healthcare services relies on the accurate conversion of diagnoses into Healthcare Resource Group (HRG) codes that are then reimbursed. Inconsistencies in documentation can result in inaccuracies in this process, with consequent implications for measuring activity, disease incidence and organisational performance. The aim of this study was to determine if clinician involvement increases accuracy in the coding of medical cases. Selected records of medical patients admitted to a London NHS trust between November and December 2016 were reviewed by a coding auditor and a clinician. Any changes to the codes and HRG tariff were noted. In total, 123 cases were considered. Changes in code were made on 68 instances, resulting in an overall increase in remuneration of £39,215; an average of £318 per patient. The primary HRG code was changed in 31 cases which accounted for £28,040 of the increase in tariff. In conclusion, clinician involvement can help with documentation ambiguities, thus improving the accuracy of the coding process in a medical setting. Although such collaborative working offers advantages for both the clinician and the coding team, further work is required to investigate the feasibility of this recommendation on a larger scale.
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Bedi N, Greenham OE, Inglis JA, Rukin NJ. Can an operative coding sticker improve coding accuracy and remuneration for upper tract stone-related procedures? JOURNAL OF CLINICAL UROLOGY 2017. [DOI: 10.1177/2051415817689977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objective: Rigid ureteroscopy, flexible uretero-renoscopy and ureteric stenting are commonly performed procedures. Operative clinical coding and remuneration varies depending on the procedure. We determined if loss of remuneration, through poor operative coding, could be improved with an operative coding sticker. Patients and methods: We performed a retrospective review of 133 random stone-related procedures (rigid ureteroscopy/flexible uretero-renoscopy and ureteric stenting). Using the Office of Population Censuses and Surveys codes, we compared actual operative coding and urological surgeon coding. We introduced an operative coding sticker and prospectively re-audited to determine if coding accuracy improved. Results: Flexible uretero-renoscopy was initially miscoded in 29 of 53 cases (55%), with a loss of remuneration of £1014 per case. Rigid ureteroscopies were correctly coded in 99% of cases, but ureteric stenting was only correctly coded in 82%. The introduction of the coding sticker resulted in improved coding accuracy rates of 100% for rigid ureteroscopy, 95% for flexible uretero-renoscopy and 100% for ureteric stenting. Overall, coding accuracy improved from 54% to 99%. We estimate this coding sticker will improve our departmental remuneration by £67,938 per year. Conclusion: Rigid ureteroscopy, flexible uretero-renoscopy and ureteric stenting were initially poorly coded. The introduction of a simple operative coding sticker improved coding compliance to 99% and increased operative remuneration.
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Affiliation(s)
- Nishant Bedi
- Department of Urological Surgery, Royal Wolverhampton Hospital NHS Trust, UK
| | - Olivia E Greenham
- Department of Urological Surgery, Royal Wolverhampton Hospital NHS Trust, UK
| | - John A Inglis
- Department of Urological Surgery, Royal Wolverhampton Hospital NHS Trust, UK
| | - Nicholas J Rukin
- Department of Urological Surgery, Royal Wolverhampton Hospital NHS Trust, UK
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Raudenbush BL, Gurd DP, Goodwin RC, Kuivila TE, Ballock RT. Cost analysis of adolescent idiopathic scoliosis surgery: early discharge decreases hospital costs much less than intraoperative variables under the control of the surgeon. JOURNAL OF SPINE SURGERY 2017; 3:50-57. [PMID: 28435918 DOI: 10.21037/jss.2017.03.11] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Spinal fusion surgery for the treatment of adolescent idiopathic scoliosis (AIS) is increasing. Health systems and surgeons are decreasing hospital length of stay (LOS) to decrease costs. The purpose of this study was to review the contribution of an accelerated discharge protocol on the total cost of a single episode of care related to the surgical treatment of AIS at a single institution. METHODS A retrospective cost analysis was performed over an 18-month period, from January 2014 through June 2015, before and after the institution of an accelerated discharge program. Patients treated surgically with ICD-9 code 737.30 (Idiopathic Scoliosis) were reviewed. Itemized costs and LOS were analyzed collectively and by surgeon before and after the accelerated discharge protocol. RESULTS Eighty AIS patients were treated surgically. The accelerated discharge program significantly reduced average LOS from 4.2 days in 2014 to 3.3 days during the first 6 months of 2015 (P≤0.05). There were no increases in complications. There was a 9% decrease in the total average costs per episode of care. A weighted average, a relative average change in costs, and an average cost savings per case were calculated for 12 different categories. Average Surgical Services and Nursing costs decreased during the study period while all other costs increased. The accelerated discharge program did not directly contribute significantly to this decrease in costs. Greatest cost reduction was associated with average bone graft and pedicle screw cost, with an overall 8.5% reduction in pedicle screw use and a 58% reduction in bone graft costs. CONCLUSIONS Intraoperative variables under the direct control of the surgeon contribute much more to cost reduction than an accelerated discharge program for surgically treated AIS patients.
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Affiliation(s)
- Brandon L Raudenbush
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - David P Gurd
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Ryan C Goodwin
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Thomas E Kuivila
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - R Tracy Ballock
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA
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Accuracy of clinical coding for procedures in oral and maxillofacial surgery. Br J Oral Maxillofac Surg 2016; 54:894-897. [DOI: 10.1016/j.bjoms.2016.05.031] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Accepted: 05/30/2016] [Indexed: 11/23/2022]
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Hassan AW, Hassan AK. A Karnaugh map based approach towards systemic reviews and meta-analysis. SPRINGERPLUS 2016; 5:371. [PMID: 27064957 PMCID: PMC4807204 DOI: 10.1186/s40064-016-2001-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/28/2015] [Accepted: 03/15/2016] [Indexed: 11/30/2022]
Abstract
Studying meta-analysis and systemic reviews since long had helped us conclude numerous parallel or conflicting studies. Existing studies are presented in tabulated forms which contain appropriate information for specific cases yet it is difficult to visualize. On meta-analysis of data, this can lead to absorption and subsumption errors henceforth having undesirable potential of consecutive misunderstandings in social and operational methodologies. The purpose of this study is to investigate an alternate forum for meta-data presentation that relies on humans’ strong pictorial perception capability. Analysis of big-data is assumed to be a complex and daunting task often reserved on the computational powers of machines yet there exist mapping tools which can analyze such data in a hand-handled manner. Data analysis on such scale can benefit from the use of statistical tools like Karnaugh maps where all studies can be put together on a graph based mapping. Such a formulation can lead to more control in observing patterns of research community and analyzing further for uncertainty and reliability metrics. We present a methodological process of converting a well-established study in Health care to its equaling binary representation followed by furnishing values on to a Karnaugh Map. The data used for the studies presented herein is from Burns et al (J Publ Health 34(1):138–148, 2011) consisting of retrospectively collected data sets from various studies on clinical coding data accuracy. Using a customized filtration process, a total of 25 studies were selected for review with no, partial, or complete knowledge of six independent variables thus forming 64 independent cells on a Karnaugh map. The study concluded that this pictorial graphing as expected had helped in simplifying the overview of meta-analysis and systemic reviews.
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Affiliation(s)
| | - Ahmad Kamal Hassan
- Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah, Saudi Arabia
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Cheema ZA, Khwaja SA. Implications of miscoding urological procedures in an era of financial austerity - 'Every Penny Counts'. JRSM Open 2015; 6:2054270415593463. [PMID: 26266039 PMCID: PMC4527370 DOI: 10.1177/2054270415593463] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Objectives The study aimed to find out any inaccuracy in coding of elective urology procedures and associated financial implications. Design Retrospective audit and re-audit. Settings Introduction of payment by results was introduced in the NHS in England in 2002. This meant that hospitals are paid on individual patient basis according to their human resource group (HRG) rather than a block contract. Current coding system uses office of population census and surveys classification. These along with other variables determine the final human resource group code defining final payment. Participants None. Main outcome measure Retrospective analysis of coding for all inpatient urological procedures was performed over a period of two months. All documented Office of Population Census and Surveys codes were recorded and reviewed by urology trainee along with the head of professional coders. As a result of first analysis the deficiencies were identified and revised Office of Population Census and Surveys codes were used to generate the final human resource group codes. After six months a re-audit was done. Results In the initial study, 121 cases were reviewed. Twenty per cent of these cases were miscoded. The revised Office of Population Census and Surveys codes led to change of final human resource group code and hence recovery of a payment of £10,716. Analysis after six months showed a considerable improvement with incorrect coding reduced to 11%. Conclusion Our findings highlight potential discrepancies in coding which can lead to significant financial loss. It is important that surgeons involve and train the coding department so that coding errors can be avoided. This will put us in better position to deal with Nicolson Challenge.
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Affiliation(s)
- Zubair A Cheema
- Department of Urology, Burton Hospitals NHS Foundation Trust, Burton upon Trent, Staffordshire, DE13 0RB, UK
| | - Sikandar A Khwaja
- Department of Urology, Burton Hospitals NHS Foundation Trust, Burton upon Trent, Staffordshire, DE13 0RB, UK
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Martinou E, Shouls G, Betambeau N. Improving the accuracy of operation coding in surgical discharge summaries. BMJ QUALITY IMPROVEMENT REPORTS 2014; 3:bmjquality_uu202053.w1990. [PMID: 26734286 PMCID: PMC4645875 DOI: 10.1136/bmjquality.u202053.w1990] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/31/2014] [Revised: 10/05/2014] [Indexed: 02/05/2023]
Abstract
Procedural coding in surgical discharge summaries is extremely important; as well as communicating to healthcare staff which procedures have been performed, it also provides information that is used by the hospital's coding department. The OPCS code (Office of Population, Censuses and Surveys Classification of Surgical Operations and Procedures) is used to generate the tariff that allows the hospital to be reimbursed for the procedure. We felt that the OPCS coding on discharge summaries was often incorrect within our breast and endocrine surgery department. A baseline measurement over two months demonstrated that 32% of operations had been incorrectly coded, resulting in an incorrect tariff being applied and an estimated loss to the Trust of £17,000. We developed a simple but specific OPCS coding table in collaboration with the clinical coding team and breast surgeons that summarised all operations performed within our department. This table was disseminated across the team, specifically to the junior doctors who most frequently complete the discharge summaries. Re-audit showed 100% of operations were accurately coded, demonstrating the effectiveness of the coding table. We suggest that specifically designed coding tables be introduced across each surgical department to ensure accurate OPCS codes are used to produce better quality surgical discharge summaries and to ensure correct reimbursement to the Trust.
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Abstract
AIMS The purpose of this study was to obtain data on orbital decompression procedures performed in England, classed by hospital and locality, to evaluate regional variation in care. METHODS Data on orbital decompression taking place in England over a 2-year period between 2007 and 2009 were derived from CHKS Ltd and analysed by the hospital and primary care trust. RESULTS AND CONCLUSIONS In all, 44% of these operations took place in hospitals with an annual workload of 10 or fewer procedures. Analysis of the same data by primary care trust suggests an almost 30-fold variance in the rates of decompression performed per unit population. Expertise available to patients with Graves' orbitopathy and rates of referral for specialist care in England appears to vary significantly by geographic location. These data, along with other outcome measures, will provide a baseline by which progress can be judged.
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Burns EM, Rigby E, Mamidanna R, Bottle A, Aylin P, Ziprin P, Faiz OD. Systematic review of discharge coding accuracy. J Public Health (Oxf) 2011; 34:138-48. [PMID: 21795302 DOI: 10.1093/pubmed/fdr054] [Citation(s) in RCA: 483] [Impact Index Per Article: 37.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION Routinely collected data sets are increasingly used for research, financial reimbursement and health service planning. High quality data are necessary for reliable analysis. This study aims to assess the published accuracy of routinely collected data sets in Great Britain. METHODS Systematic searches of the EMBASE, PUBMED, OVID and Cochrane databases were performed from 1989 to present using defined search terms. Included studies were those that compared routinely collected data sets with case or operative note review and those that compared routinely collected data with clinical registries. RESULTS Thirty-two studies were included. Twenty-five studies compared routinely collected data with case or operation notes. Seven studies compared routinely collected data with clinical registries. The overall median accuracy (routinely collected data sets versus case notes) was 83.2% (IQR: 67.3-92.1%). The median diagnostic accuracy was 80.3% (IQR: 63.3-94.1%) with a median procedure accuracy of 84.2% (IQR: 68.7-88.7%). There was considerable variation in accuracy rates between studies (50.5-97.8%). Since the 2002 introduction of Payment by Results, accuracy has improved in some respects, for example primary diagnoses accuracy has improved from 73.8% (IQR: 59.3-92.1%) to 96.0% (IQR: 89.3-96.3), P= 0.020. CONCLUSION Accuracy rates are improving. Current levels of reported accuracy suggest that routinely collected data are sufficiently robust to support their use for research and managerial decision-making.
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Affiliation(s)
- E M Burns
- Department of Surgery, Imperial College, St Mary's Hospital, Praed Street, W21NY London, UK
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Haliasos N, Rezajooi K, O'neill KS, Van Dellen J, Hudovsky A, Nouraei S. Financial and clinical governance implications of clinical coding accuracy in neurosurgery: A multidisciplinary audit. Br J Neurosurg 2010; 24:191-5. [DOI: 10.3109/02688690903536595] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Thavarajah D, Francis T, Rees L, Davies AP. Clinical coding: are trusts being short-changed? ACTA ACUST UNITED AC 2010. [DOI: 10.12968/bjhc.2010.16.1.45896] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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