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Havranek MM, Ondrej J, Bollmann S, Widmer PK, Spika S, Boes S. Identification and assessment of a comprehensive set of structural factors associated with hospital costs in Switzerland. PLoS One 2022; 17:e0264212. [PMID: 35176112 PMCID: PMC8853497 DOI: 10.1371/journal.pone.0264212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 02/05/2022] [Indexed: 11/20/2022] Open
Abstract
Structural factors can influence hospital costs beyond case-mix differences. However, accepted measures on how to distinguish hospitals with regard to cost-related organizational and regional differences are lacking in Switzerland. Therefore, the objective of this study was to identify and assess a comprehensive set of hospital attributes in relation to average case-mix adjusted costs of hospitals. Using detailed hospital and patient-level data enriched with regional information, we derived a list of 23 cost predictors, examined how they are associated with costs, each other, and with different hospital types, and identified principal components within them. Our results showed that attributes describing size, complexity, and teaching-intensity of hospitals (number of beds, discharges, departments, and rate of residents) were positively related to costs and showed the largest values in university (i.e., academic teaching) and central general hospitals. Attributes related to rarity and financial risk of patient mix (ratio of rare DRGs, ratio of children, and expected loss potential based on DRG mix) were positively associated with costs and showed the largest values in children's and university hospitals. Attributes characterizing the provision of essential healthcare functions in the service area (ratio of emergency/ ambulance admissions, admissions during weekends/ nights, and admissions from nursing homes) were positively related to costs and showed the largest values in central and regional general hospitals. Regional attributes describing the location of hospitals in large agglomerations (in contrast to smaller agglomerations and rural areas) were positively associated with costs and showed the largest values in university hospitals. Furthermore, the four principal components identified within the hospital attributes fully explained the observed cost variations across different hospital types. These uncovered relationships may serve as a foundation for objectifying discussions about cost-related heterogeneity in Swiss hospitals and support policymakers to include structural characteristics into cost benchmarking and hospital reimbursement.
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Affiliation(s)
- Michael M. Havranek
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Josef Ondrej
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Stella Bollmann
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | | | - Simon Spika
- University Hospital Zurich, Zurich, Switzerland
| | - Stefan Boes
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
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Vaikuntam BP, Middleton JW, McElduff P, Walsh J, Pearse J, Connelly L, Sharwood LN. Gap in funding for specialist hospitals treating patients with traumatic spinal cord injury under an activity-based funding model in New South Wales, Australia. AUST HEALTH REV 2020; 44:365-376. [PMID: 32456773 DOI: 10.1071/ah19083] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Accepted: 12/05/2019] [Indexed: 11/23/2022]
Abstract
Objective The aim of this study was to estimate the difference between treatment costs in acute care settings and the level of funding public hospitals would receive under the activity-based funding model. Methods Patients aged ≥16 years who had sustained an incident traumatic spinal cord injury (TSCI) between June 2013 and June 2016 in New South Wales were included in the study. Patients were identified from record-linked health data. Costs were estimated using two approaches: (1) using District Network Return (DNR) data; and (2) based on national weighted activity units (NWAU) assigned to activity-based funding activity. The funding gap in acute care treatment costs for TSCI patients was determined as the difference in cost estimates between the two approaches. Results Over the study period, 534 patients sustained an acute incident TSCI, accounting for 811 acute care hospital separations within index episodes. The total acute care treatment cost was estimated at A$40.5 million and A$29.9 million using the DNR- and NWAU-based methods respectively. The funding gap in total costs was greatest for the specialist spinal cord injury unit (SCIU) colocated with a major trauma service (MTS), at A$4.4 million over the study period. Conclusions The findings of this study suggest a substantial gap in funding for resource-intensive patients with TSCI in specialist hospitals under current DRG-based funding methods. What is known about the topic? DRG-based funding methods underestimate the treatment costs at the hospital level for patients with complex resource-intensive needs. This underestimation of true direct costs can lead to under-resourcing of those hospitals providing specialist services. What does this paper add? This study provides evidence of a difference between true direct costs in acute care settings and the level of funding hospitals would receive if funded according to the National Efficient Price and NWAU for patients with TSCI. The findings provide evidence of a shortfall in the casemix funding to public hospitals under the activity-based funding for resource-intensive care, such as patients with TSCI. Specifically, depending on the classification system, the principal referral hospitals, the SCIU colocated with an MTS and stand-alone SCIU were underfunded, whereas other non-specialist hospitals were overfunded for the acute care treatment of patients with TSCI. What are the implications for practitioners? Although health care financing mechanisms may vary internationally, the results of this study are applicable to other hospital payment systems based on diagnosis-related groups that describe patients of similar clinical characteristics and resource use. Such evidence is believed to be useful in understanding the adequacy of hospital payments and informing payment reform efforts. These findings may have service redesign policy implications and provide evidence for additional loadings for specialist hospitals treating low-volume, resource-intensive patients.
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Affiliation(s)
- Bharat Phani Vaikuntam
- John Walsh Centre for Rehabilitation Research, Kolling Institute, Sydney Medical School - Northern, Faculty of Medicine and Health, The University of Sydney, St Leonards, Sydney, NSW 2065, Australia. ; ; ; and Corresponding author.
| | - James W Middleton
- John Walsh Centre for Rehabilitation Research, Kolling Institute, Sydney Medical School - Northern, Faculty of Medicine and Health, The University of Sydney, St Leonards, Sydney, NSW 2065, Australia. ; ; ; and NSW State-wide Spinal Cord Injury Service, Agency for Clinical Innovation, Chatswood, Sydney, NSW 2067, Australia
| | - Patrick McElduff
- Health Policy Analysis Pty Ltd, St Leonards, Sydney, NSW 2065, Australia. ;
| | - John Walsh
- John Walsh Centre for Rehabilitation Research, Kolling Institute, Sydney Medical School - Northern, Faculty of Medicine and Health, The University of Sydney, St Leonards, Sydney, NSW 2065, Australia. ; ;
| | - Jim Pearse
- Health Policy Analysis Pty Ltd, St Leonards, Sydney, NSW 2065, Australia. ;
| | - Luke Connelly
- Centre for Business and Economics of Health, The University of Queensland, Brisbane, Qld 4072, Australia.
| | - Lisa N Sharwood
- John Walsh Centre for Rehabilitation Research, Kolling Institute, Sydney Medical School - Northern, Faculty of Medicine and Health, The University of Sydney, St Leonards, Sydney, NSW 2065, Australia. ; ;
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