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Sim J, Wilson V, Tuqiri K. The pressure injury prevalence and practice improvements (PIPPI) study: A multiple methods evaluation of pressure injury prevention practices in an acute-care hospital. Int Wound J 2024; 21:e70050. [PMID: 39358941 PMCID: PMC11446956 DOI: 10.1111/iwj.70050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 08/26/2024] [Accepted: 08/28/2024] [Indexed: 10/04/2024] Open
Abstract
Pressure injuries are a significant problem for immobile patients in acute care and can have a profound impact on patients' health and well-being, putting pressure on healthcare systems and strain on the healthcare economy. Nurses play a pivotal role in preventing pressure injuries. A study using multiple methods was conducted to explore pressure injury prevention practices in four inpatient units within a tertiary-level Australian Hospital. Quantitative and qualitative methods were used to gather data across a 9-month period. Observations, audits, surveys and interviews were used to collect data across five time points. Statistical analysis of the quantitative data was undertaken, and thematic analysis was used to analyse qualitative data. Data were integrated using a realist evaluation framework. Ethical approval for the study was granted. The quantitative results demonstrated significant reductions in pressure injury prevalence from 11.5% at commencement to 4.8% at completion of the study. Hospital-acquired pressure injuries also reduced from 4.6% to 1.9%. These results were achieved even though nursing knowledge and attitudes did not increase during the study period. Three qualitative themes were identified: Making Nursing Care Visible, Understanding the 'Why' and Engagement is Key. This study demonstrates that pressure injuries can be prevented with improvements in nursing care processes. Nurses' knowledge and attitudes towards pressure injury prevention did not change throughout this study and further research is required on how nurses' knowledge and attitudes contribute towards pressure injury prevention practices.
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Affiliation(s)
- Jenny Sim
- School of Nursing, Midwifery & Paramedicine, Faculty of Health Sciences, Australian Catholic University, Sydney, NSW, Australia
- School of Nursing, University of Wollongong, Wollongong, NSW, Australia
| | - Valerie Wilson
- Nursing Services, The Prince of Wales Hospital, Randwick, NSW, Australia
- The South Western Sydney Nursing & Midwifery Research Alliance, South Western Sydney Local Health District, Ingham Institute for Applied Medical Research, Liverpool, NSW, Australia
| | - Karen Tuqiri
- Nursing Services, The Prince of Wales Hospital, Randwick, NSW, Australia
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Mustafa NK, Ibrahim R, Awang Z, Aizuddin AN, Syed Junid SMA. Validation of a quantitative instrument measuring critical success factors and acceptance of Casemix system implementation in the total hospital information system in Malaysia. BMJ Open 2024; 14:e082547. [PMID: 39182935 PMCID: PMC11404269 DOI: 10.1136/bmjopen-2023-082547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 07/05/2024] [Indexed: 08/27/2024] Open
Abstract
OBJECTIVES This study aims to address the significant knowledge gap in the literature on the implementation of Casemix system in total hospital information systems (THIS). The research focuses on validating a quantitative instrument to assess medical doctors' acceptance of the Casemix system in Ministry of Health (MOH) Malaysia facilities using THIS. DESIGNS A sequential explanatory mixed-methods study was conducted, starting with a cross-sectional quantitative phase using a self-administered online questionnaire that adapted previous instruments to the current setting based on Human, Organisation, Technology-Fit and Technology Acceptance Model frameworks, followed by a qualitative phase using in-depth interviews. However, this article explicitly emphasises the quantitative phase. SETTING The study was conducted in five MOH hospitals with THIS technology from five zones. PARTICIPANTS Prior to the quantitative field study, rigorous procedures including content, criterion and face validation, translation, pilot testing and exploratory factor analysis (EFA) were undertaken, resulting in a refined questionnaire consisting of 41 items. Confirmatory factor analysis (CFA) was then performed on data collected from 343 respondents selected via stratified random sampling to validate the measurement model. RESULTS The study found satisfactory Kaiser-Meyer-Olkin model levels, significant Bartlett's test of sphericity, satisfactory factor loadings (>0.6) and high internal reliability for each item. One item was eliminated during EFA, and organisational characteristics construct was refined into two components. The study confirms unidimensionality, construct validity, convergent validity, discriminant validity and composite reliability through CFA. After the instrument's validity, reliability and normality have been established, the questionnaire is validated and deemed operational. CONCLUSION By elucidating critical success factor and acceptance of Casemix, this research informs strategies for enhancing its implementation within the THIS environment. Moving forward, the validated instrument will serve as a valuable tool in future research endeavours aimed at evaluating the adoption of the Casemix system within THIS, addressing a notable gap in current literature.
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Affiliation(s)
- Noor Khairiyah Mustafa
- Department of Public Health Medicine, Universiti Kebangsaan Malaysia Fakulti Perubatan, Cheras, Federal Territory of Kuala Lumpur, Malaysia
- Ministry of Health Malaysia, Putrajaya, Malaysia
| | - Roszita Ibrahim
- Department of Public Health Medicine, Universiti Kebangsaan Malaysia Fakulti Perubatan, Cheras, Federal Territory of Kuala Lumpur, Malaysia
| | - Zainudin Awang
- Faculty of Business Management, Universiti Sultan Zainal Abidin, Kuala Terengganu, Malaysia
| | - Azimatun Noor Aizuddin
- Department of Public Health Medicine, Universiti Kebangsaan Malaysia Fakulti Perubatan, Cheras, Federal Territory of Kuala Lumpur, Malaysia
- International Casemix Centre (ITCC), Hospital Universiti Kebangsaan Malaysia, Cheras, Kuala Lumpur, Malaysia
| | - Syed Mohamed Aljunid Syed Junid
- Department of Public Health and Community Medicine, International Medical University, Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia
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Denis A, Montreuil J, Bouklouch Y, Reindl R, Berry GK, Harvey EJ, Bernstein M. Hospital episode-of-care costs for hip fractures: an activity-based costing analysis. OTA Int 2023; 6:e295. [PMID: 38053755 PMCID: PMC10695580 DOI: 10.1097/oi9.0000000000000295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 10/14/2023] [Indexed: 12/07/2023]
Abstract
Background Despite the large impact of hip fracture care on hospital budgets, accurate episode-of-care costs (EOCC) calculations for this injury remains a challenge. The objective of this article was to assess EOCC for geriatric patients with hip fractures using an activity-based costing methodology and identify intraoperative, perioperative, and patient-specific factors associated with higher EOCC. Material and Methods This is a retrospective cohort study involving a total of 109 consecutive patients with hip fracture treated surgically at a Canadian level-1 trauma center from April 2018 to February 2019. Clinical and demographic data were extracted through the institution's centralized data warehouse. Data acquisition also included direct and indirect costs per episode of care, adverse events, and precise temporal data. Results The median total EOCC was $13,113 (interquartile range 6658), excluding physician fees. Out of the total cost, 75% was attributed to direct costs, which represented a median expenditure of $9941. The median indirect cost of the EOCC was $3322. Based on the multivariate analysis, patients not operated within the 48 hours guidelines had an increased length of stay by 5.7 days (P = 0.003), representing an increase in EOCC of close to 5000$. Higher American Society of Anesthesiology (ASA) scores were associated with elevated EOCC. Conclusion The cost of managing a patient with geriatric hip fracture from arrival in the emergency department to discharge from surgical ward represented $13,113. Main factors influencing the EOCC included adherence to the 48-hour benchmark surgical delay and ASA score. High-quality costing data are vital in assessing health care spending, conducting cost effectiveness analyses, and ultimately in guiding policy decisions. Level of Evidence Level III (3), retrospective cohort study.
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Affiliation(s)
- Antoine Denis
- Faculty of Medicine, McGill University, Montreal, QC, Canada
| | | | - Yasser Bouklouch
- McGill University Health Center—Research Institute, Montreal, QC, Canada
| | - Rudolf Reindl
- McGill Division of Orthopaedic Surgery, Montreal, QC, Canada
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Demetriou EA, Boulton KA, Thapa R, Sun C, Gilroy J, Bowden MR, Guastella A. Burden of paediatric hospitalisations to the health care system, child and family: a systematic review of Australian studies (1990-2022). THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2023; 40:100878. [PMID: 38116503 PMCID: PMC10730319 DOI: 10.1016/j.lanwpc.2023.100878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 07/15/2023] [Accepted: 08/03/2023] [Indexed: 12/21/2023]
Abstract
Background Paediatric hospitalisations represent a significant cost to the health system and cause significant burden to children and their families. Understanding trends in hospitalisation costs can assist with health planning and support strategies across stakeholders. The objective of this systematic review is to examine the trends in costs and burden of paediatric hospitalisations in Australia to help inform policy and promote the well-being of children and their families. Methods Electronic data sources (Embase, Medline, Web of Science, PSYCH-Info, CINAHL and Scopus) were searched from 1990 until December 2022. Any quantitative or qualitative studies conducted in Australian tertiary hospitals were included in the review. Eligible studies were those that included paediatric (<18 years) hospitalisations and reported on economic and/or non-economic costs for the child, family unit and/or health system. Study quality and risk of bias for each study were assessed with the Joanna Briggs Critical Appraisal Tools. We present a summary of the findings of the hospitalisation burden across major diagnostic admission categories and for the child and family unit. The systematic review was registered with Prospero (ID: CRD42021276202). Findings The review summarises a total of 88 studies published between 1990 and December 2022. Overall, the studies identified that paediatric hospitalisations incur significant financial costs, which have not shown significant reductions over time. In-patient direct hospital costs varied depending on the type of treatment and diagnostic condition. The costs per-case were found to range from just below AUD$2000 to AUD$20,000 or more. The financial burden on the family unit included loss of productivity, transport and travel costs. Some studies reported estimates of these costs upward of AUD$500 per day. Studies evaluating 'hospital in the home' options identified significant benefits in reducing hospitalisations and costs without compromising care. Interpretation Increasing focus on alternative models of care may help alleviate the significant costs associated with paediatric hospitalisation. Funding This research was supported by Hospitals United for Sick Kids (formerly Curing Homesickness).
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Affiliation(s)
- Eleni Andrea Demetriou
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Australia
| | - Kelsie Ann Boulton
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Australia
| | - Rinku Thapa
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Australia
| | - Carter Sun
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Australia
| | | | - Michael Russell Bowden
- Mental Health Branch, NSW Health, Sydney Children's Hospitals Network, Discipline of Psychiatry, Westmead Clinical School and The Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Australia
| | - Adam Guastella
- Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, 2050, Australia
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Moisan P, Montreuil J, Bernstein M, Hart A, Tanzer M. Episode-of-care costs of total hip arthroplasty: day surgery versus same-day admission. Can J Surg 2023; 66:E59-E65. [PMID: 36731911 PMCID: PMC9904805 DOI: 10.1503/cjs.000722] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/13/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Although day surgery (DS) total hip arthroplasty (THA) has good patient satisfaction and a good safety profile, accurate episode-of-care cost (EOCC) calculations for this procedure compared to standard same-day admission (SDA) THA are not well known. We determined the EOCCs for patients who underwent THA, comparing DS and SDA pathways. METHODS We evaluated the EOCCs for consecutive patients who underwent DS or SDA THA for osteoarthritis or osteonecrosis performed by a single surgeon at 1 academic centre from July 2018 to January 2020. Patient demographic and clinical data were recorded, as were preoperative diagnosis, type of anesthesia, type of implant used, surgical time and estimated blood loss. We determined direct and indirect costs from time of arrival at the presurgical unit to hospital discharge. We determined the EOCCs using an ABC method. RESULTS The study included 50 patients who underwent THA (25 DS, 25 SDA). The mean length of stay in the SDA group was 45.1 (standard deviation [SD] 21.4) hours. Differences were observed between the 2 groups in mean age, mean Charlson Comorbidity Index score, surgical technique and mean surgical time (p ≤ 0.001). The mean total EOCC for SDA THA was $10 911 (SD $706.12, range $9944.07-$12 871.95), compared to $9672 (SD $546.55, range $8838.30-$11 058.07) for DS THA, a difference of 11.4%, mostly attributable to hospital resources such as laboratory tests, radiologic studies and cost of the surgical admission. CONCLUSION Day surgery THA is cost-effective in selected patient populations. With the savings identified in this study, every 10 additional DS THA procedures would save sufficient resources to perform an additional THA operation.
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Affiliation(s)
| | - Julien Montreuil
- From the Faculty of Medicine, McGill University, Montréal, Que. (Moisan); and the Division of Orthopaedic Surgery, McGill University, Montréal, Que. (Montreuil, Bernstein, Hart, Tanzer)
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McMullan BJ, Valentine JC, Hall L, Thursky K. Disease and economic burden of infections in hospitalised children in New South Wales, Australia. AUST HEALTH REV 2022; 46:471-477. [PMID: 35667892 DOI: 10.1071/ah21360] [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: 11/24/2021] [Accepted: 05/10/2022] [Indexed: 11/23/2022]
Abstract
ObjectivesTo describe the burden of disease and hospitalisation costs in children with common infections using statewide administrative data.MethodsWe analysed hospitalisation prevalence and costs for 10 infections: appendicitis, cellulitis, cervical lymphadenitis, meningitis, osteomyelitis, pneumonia, pyelonephritis, sepsis, septic arthritis, and urinary tract infections in children aged <18 years admitted to hospital within New South Wales, Australia, using an activity-based management administrative dataset over three financial years (1 July 2016-30 June 2019).ResultsAmong 339 077 admissions, 28 748 (8.48%) were coded with one of the 10 infections, associated with a total hospitalisation cost of AUD230 905 190 and a per episode median length-of-stay of 3 bed-days. Pneumonia was the most prevalent coded infection (3.1% [n = 10 524] of all admissions), followed by appendicitis (1.61%; n = 5460), cellulitis (1.22%; n = 4126) and urinary tract infections (0.94%; n = 3193). Eighty per cent of children (n = 22 529) were admitted to a non-paediatric hospital. Mean costs were increased 1.18-fold per additional bed-day, 2.14-fold with paediatric hospital admissions, and 5.49-fold with intensive care unit admissions, which were both also associated with greater total bed-day occupancy. Indigenous children comprised 9.7% of children admitted with these infections, and mean per episode costs, and median bed-days were reduced compared with non-Indigenous children (0.84 [95% CI 0.78, 0.89] and 3 (IQR: 2,5) vs 2 (IQR: 2,4), respectively.ConclusionsInfections in children requiring hospitalisation contributea substantial burden of disease and cost to the community. This varies by infection, facility type, and patient demographics, and this information should be used to inform and prioritise programs to improve care for children.
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Affiliation(s)
- Brendan J McMullan
- School of Women's and Children's Health, UNSW Sydney, Sydney, NSW, Australia; and Department of Immunology and Infectious Diseases, Sydney Children's Hospital, Randwick, Sydney, NSW, Australia; and National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Vic., Australia
| | - Jake C Valentine
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Vic., Australia; and Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Vic., Australia
| | - Lisa Hall
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Vic., Australia; and School of Public Health, University of Queensland, Brisbane, Qld, Australia
| | - Karin Thursky
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Vic., Australia; and Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Vic., Australia; and National Centre for Antimicrobial Stewardship, Peter Doherty Institute, Melbourne, Vic., Australia
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Grimwood CL, Holland AE, McDonald CF, Mahal A, Hill CJ, Lee AL, Cox NS, Moore R, Nicolson C, O'Halloran P, Lahham A, Gillies R, Burge AT. Comparison of self-report and administrative data sources to capture health care resource use in people with chronic obstructive pulmonary disease following pulmonary rehabilitation. BMC Health Serv Res 2020; 20:1061. [PMID: 33228654 PMCID: PMC7682690 DOI: 10.1186/s12913-020-05920-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 11/12/2020] [Indexed: 02/06/2023] Open
Abstract
Background The optimal method to collect accurate healthcare utilisation data in people with chronic obstructive pulmonary disease (COPD) is not well established. The aim of this study was to determine feasibility and compare self-report and administrative data sources to capture health care resource use in people with COPD for 12 months following pulmonary rehabilitation. Methods This is a secondary analysis of a randomised controlled equivalence trial comparing centre-based and home-based pulmonary rehabilitation. Healthcare utilisation data were collected for 12 months following pulmonary rehabilitation from self-report (monthly telephone questionnaires and diaries) and administrative sources (Medicare Benefits Schedule, medical records). Feasibility was assessed by the proportion of self-reports completed and accuracy was established using month-by-month and per participant comparison of self-reports with administrative data. Results Data were available for 145/163 eligible study participants (89%, mean age 69 (SD 9) years, mean forced expiratory volume in 1 s 51 (SD 19) % predicted; n = 83 male). For 1725 months where data collection was possible, 1160 (67%) telephone questionnaires and 331 (19%) diaries were completed. Accuracy of recall varied according to type of health care encounter and self-report method, being higher for telephone questionnaire report of emergency department presentation (Kappa 0.656, p < 0.001; specificity 99%, sensitivity 59%) and hospital admission (Kappa 0.669, p < 0.001; specificity 97%, sensitivity 68%) and lower for general practitioner (Kappa 0.400, p < 0.001; specificity 62%, sensitivity 78%) and medical specialist appointments (Kappa 0.458, p < 0.001; specificity 88%, sensitivity 58%). A wide variety of non-medical encounters were reported (allied health and nursing) which were not captured in administrative data. Conclusion For self-reported methods of healthcare utilisation in people with COPD following pulmonary rehabilitation, monthly telephone questionnaires were more frequently completed and more accurate than diaries. Compared to administrative records, self-reports of emergency department presentations and inpatient admissions were more accurate than for general practitioner and medical specialist appointments. Trial registration NCT01423227 at clinicaltrials.gov Supplementary Information The online version contains supplementary material available at 10.1186/s12913-020-05920-0.
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Affiliation(s)
- Chantal L Grimwood
- Physiotherapy, The Alfred, PO Box 315, Prahran, VIC, 3181, Australia.,La Trobe University Clinical School, Level 4 The Alfred Centre, 99 Commercial Road, Melbourne, VIC, 3004, Australia
| | - Anne E Holland
- Physiotherapy, The Alfred, PO Box 315, Prahran, VIC, 3181, Australia.,La Trobe University Clinical School, Level 4 The Alfred Centre, 99 Commercial Road, Melbourne, VIC, 3004, Australia.,Department of Allergy, Immunology and Respiratory Medicine, Monash University, Level 6, The Alfred Centre, 99 Commercial Rd, Melbourne, VIC, 3004, Australia.,Institute for Breathing and Sleep, Level 5, Harold Stokes Building, Austin Health, PO Box 5555, Heidelberg, VIC, 3084, Australia
| | - Christine F McDonald
- Institute for Breathing and Sleep, Level 5, Harold Stokes Building, Austin Health, PO Box 5555, Heidelberg, VIC, 3084, Australia.,Department of Respiratory and Sleep Medicine, Austin Health, PO Box 5555, Heidelberg, VIC, 3084, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Ajay Mahal
- The Nossal Institute for Global Health, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Catherine J Hill
- Institute for Breathing and Sleep, Level 5, Harold Stokes Building, Austin Health, PO Box 5555, Heidelberg, VIC, 3084, Australia.,Physiotherapy, Austin Health, PO Box 5555, Heidelberg, VIC, 3084, Australia
| | - Annemarie L Lee
- Physiotherapy, The Alfred, PO Box 315, Prahran, VIC, 3181, Australia.,Institute for Breathing and Sleep, Level 5, Harold Stokes Building, Austin Health, PO Box 5555, Heidelberg, VIC, 3084, Australia.,Physiotherapy, Monash University, Building B, McMahons Rd, Frankston, VIC, 3199, Australia
| | - Narelle S Cox
- La Trobe University Clinical School, Level 4 The Alfred Centre, 99 Commercial Road, Melbourne, VIC, 3004, Australia.,Department of Allergy, Immunology and Respiratory Medicine, Monash University, Level 6, The Alfred Centre, 99 Commercial Rd, Melbourne, VIC, 3004, Australia.,Institute for Breathing and Sleep, Level 5, Harold Stokes Building, Austin Health, PO Box 5555, Heidelberg, VIC, 3084, Australia
| | - Rosemary Moore
- Institute for Breathing and Sleep, Level 5, Harold Stokes Building, Austin Health, PO Box 5555, Heidelberg, VIC, 3084, Australia
| | - Caroline Nicolson
- Physiotherapy, The Alfred, PO Box 315, Prahran, VIC, 3181, Australia.,La Trobe University Clinical School, Level 4 The Alfred Centre, 99 Commercial Road, Melbourne, VIC, 3004, Australia.,Department of Allergy, Immunology and Respiratory Medicine, Monash University, Level 6, The Alfred Centre, 99 Commercial Rd, Melbourne, VIC, 3004, Australia
| | - Paul O'Halloran
- Public Health, La Trobe University, Bundoora, VIC, 3086, Australia
| | - Aroub Lahham
- La Trobe University Clinical School, Level 4 The Alfred Centre, 99 Commercial Road, Melbourne, VIC, 3004, Australia.,Department of Allergy, Immunology and Respiratory Medicine, Monash University, Level 6, The Alfred Centre, 99 Commercial Rd, Melbourne, VIC, 3004, Australia.,Institute for Breathing and Sleep, Level 5, Harold Stokes Building, Austin Health, PO Box 5555, Heidelberg, VIC, 3084, Australia
| | - Rebecca Gillies
- La Trobe University Clinical School, Level 4 The Alfred Centre, 99 Commercial Road, Melbourne, VIC, 3004, Australia
| | - Angela T Burge
- Physiotherapy, The Alfred, PO Box 315, Prahran, VIC, 3181, Australia. .,La Trobe University Clinical School, Level 4 The Alfred Centre, 99 Commercial Road, Melbourne, VIC, 3004, Australia. .,Department of Allergy, Immunology and Respiratory Medicine, Monash University, Level 6, The Alfred Centre, 99 Commercial Rd, Melbourne, VIC, 3004, Australia. .,Institute for Breathing and Sleep, Level 5, Harold Stokes Building, Austin Health, PO Box 5555, Heidelberg, VIC, 3084, Australia.
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Valentine JC, Worth LJ, Verspoor KM, Hall L, Yeoh DK, Thursky KA, Clark JE, Haeusler GM. Classification performance of administrative coding data for detection of invasive fungal infection in paediatric cancer patients. PLoS One 2020; 15:e0238889. [PMID: 32903280 PMCID: PMC7480858 DOI: 10.1371/journal.pone.0238889] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 08/25/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Invasive fungal infection (IFI) detection requires application of complex case definitions by trained staff. Administrative coding data (ICD-10-AM) may provide a simplified method for IFI surveillance, but accuracy of case ascertainment in children with cancer is unknown. OBJECTIVE To determine the classification performance of ICD-10-AM codes for detecting IFI using a gold-standard dataset (r-TERIFIC) of confirmed IFIs in paediatric cancer patients at a quaternary referral centre (Royal Children's Hospital) in Victoria, Australia from 1st April 2004 to 31st December 2013. METHODS ICD-10-AM codes denoting IFI in paediatric patients (<18-years) with haematologic or solid tumour malignancies were extracted from the Victorian Admitted Episodes Dataset and linked to the r-TERIFIC dataset. Sensitivity, positive predictive value (PPV) and the F1 scores of the ICD-10-AM codes were calculated. RESULTS Of 1,671 evaluable patients, 113 (6.76%) had confirmed IFI diagnoses according to gold-standard criteria, while 114 (6.82%) cases were identified using the codes. Of the clinical IFI cases, 68 were in receipt of ≥1 ICD-10-AM code(s) for IFI, corresponding to an overall sensitivity, PPV and F1 score of 60%, respectively. Sensitivity was highest for proven IFI (77% [95% CI: 58-90]; F1 = 47%) and invasive candidiasis (83% [95% CI: 61-95]; F1 = 76%) and lowest for other/unspecified IFI (20% [95% CI: 5.05-72%]; F1 = 5.00%). The most frequent misclassification was coding of invasive aspergillosis as invasive candidiasis. CONCLUSION ICD-10-AM codes demonstrate moderate sensitivity and PPV to detect IFI in children with cancer. However, specific subsets of proven IFI and invasive candidiasis (codes B37.x) are more accurately coded.
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Affiliation(s)
- Jake C. Valentine
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Paediatric Integrated Cancer Service, Royal Children’s Hospital, Parkville, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Victoria, Australia
- * E-mail:
| | - Leon J. Worth
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Victoria, Australia
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Karin M. Verspoor
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- School of Computing and Information Systems, University of Melbourne, Parkville, Victoria, Australia
| | - Lisa Hall
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- School of Public Health, University of Queensland, Brisbane, Queensland, Australia
| | - Daniel K. Yeoh
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Infectious Diseases, Perth Children’s Hospital, Perth, Western Australia, Australia
| | - Karin A. Thursky
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Victoria, Australia
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Julia E. Clark
- Infection Management Service, Queensland Children’s Hospital, Brisbane, Queensland, Australia
| | - Gabrielle M. Haeusler
- National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Paediatric Integrated Cancer Service, Royal Children’s Hospital, Parkville, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Victoria, Australia
- Department of Infectious Diseases, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Infectious Diseases Unit, Department of General Medicine, Royal Children’s Hospital, Parkville, Victoria, Australia
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