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Azahar SN, Sulong S, Wan Zaidi WA, Muhammad N, Kamisah Y, Masbah N. Direct Medical Cost of Stroke and the Cost-Effectiveness of Direct Oral Anticoagulants in Atrial Fibrillation-Related Stroke: A Cross-Sectional Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:1078. [PMID: 35162102 PMCID: PMC8834259 DOI: 10.3390/ijerph19031078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 01/09/2022] [Accepted: 01/10/2022] [Indexed: 01/01/2023]
Abstract
BACKGROUND Stroke has significant direct medical costs, and direct oral anticoagulants (DOACs) are better alternatives to warfarin for stroke prevention in atrial fibrillation (AF). This study aimed to determine the direct medical costs of stroke, with emphasis on AF stroke and the cost-effectiveness of DOACs among stroke patients in a tertiary hospital in Malaysia. METHODS This study utilised in-patient data from the case mix unit of Universiti Kebangsaan Malaysia Medical Centre (UKMMC) between 2011 and 2018. Direct medical costs of stroke were determined using a top-down costing approach and factors associated with costs were identified. Incremental cost effectiveness ratio (ICER) was calculated to compare the cost-effectiveness between DOACs and warfarin. RESULTS The direct medical cost of stroke was MYR 11,669,414.83 (n = 3689). AF-related stroke cases had higher median cost of MYR 2839.73 (IQR 2269.79-3101.52). Regression analysis showed that stroke type (AF versus non-AF stroke) (p = 0.013), stroke severity (p = 0.010) and discharge status (p < 0.001) significantly influenced stroke costs. DOACs were cost-effective compared to warfarin with an ICER of MYR 19.25. CONCLUSIONS The direct medical cost of stroke is substantial, with AF-stroke having a higher median cost per stroke care. DOACs were cost effective in the treatment of AF-related stroke in UKMMC.
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Affiliation(s)
- Siti Norain Azahar
- Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Kuala Lumpur 56000, Malaysia; (S.N.A.); (N.M.); (Y.K.)
| | - Saperi Sulong
- Department of Community Health, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur 56000, Malaysia;
| | - Wan Asyraf Wan Zaidi
- Neurology Unit, Department of Internal Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur 56000, Malaysia;
| | - Norliza Muhammad
- Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Kuala Lumpur 56000, Malaysia; (S.N.A.); (N.M.); (Y.K.)
| | - Yusof Kamisah
- Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Kuala Lumpur 56000, Malaysia; (S.N.A.); (N.M.); (Y.K.)
| | - Norliana Masbah
- Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Kuala Lumpur 56000, Malaysia; (S.N.A.); (N.M.); (Y.K.)
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Lorenzovici L, Székely A, Csanádi M, Gaál P. Cost Assessment of Inpatient Care Episodes of Stroke in Romania. Front Public Health 2020; 8:605919. [PMID: 33344405 PMCID: PMC7746609 DOI: 10.3389/fpubh.2020.605919] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 11/11/2020] [Indexed: 11/27/2022] Open
Abstract
Introduction: Stroke is the second leading cause of death worldwide and Romania is no exception. There is a high economic burden associated with the treatment of stroke patients, which puts pressure on the healthcare budget. This study aims to measure the inpatient treatment costs of stroke patients in Romania. Methods: Our retrospective analysis follows stroke patients in six Romanian hospitals at different progressivity level from different regions. Patients are identified from the official hospital databases, reported for reimbursement purposes. Mean inpatient costs incurred with the treatment of these stroke patient episodes are calculated using the gross costing method. The cost data are derived from the management control system of the study hospitals. Results: 3,155 patient episodes of stroke were identified in the study hospitals. The average cost per stroke inpatient care episode sums up to EUR 995.57 (95% CI: EUR 963.74-EUR 1 027.39) in 2017, while the overall yearly healthcare burden adds up to EUR 140 million, representing 2.18% of the total national health insurance budget and a cost of EUR 7.15 per capita. Conclusion: The hospital cost of stroke inpatient care episode in Romania is high and it represents a sizable part of the healthcare budget, but it is among the lowest in Europe, which can mainly be explained by the level of economic development of the country. As both the number of patients and the cost of acute care are expected to increase in the future, the economic burden of stroke is also expected to increase.
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Affiliation(s)
- László Lorenzovici
- Syreon Research Romania, Tirgu Mures, Romania
- G. E. Palade University of Medicine, Pharmacy, Science and Technology, Tirgu Mures, Romania
| | | | | | - Péter Gaál
- Health Services Management Training Centre, Faculty of Health and Public Administration, Semmelweis University, Budapest, Hungary
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Tyagi S, Koh GCH, Nan L, Tan KB, Hoenig H, Matchar DB, Yoong J, Finkelstein EA, Lee KE, Venketasubramanian N, Menon E, Chan KM, De Silva DA, Yap P, Tan BY, Chew E, Young SH, Ng YS, Tu TM, Ang YH, Kong KH, Singh R, Merchant RA, Chang HM, Yeo TT, Ning C, Cheong A, Ng YL, Tan CS. Healthcare utilization and cost trajectories post-stroke: role of caregiver and stroke factors. BMC Health Serv Res 2018; 18:881. [PMID: 30466417 PMCID: PMC6251229 DOI: 10.1186/s12913-018-3696-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 11/08/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND It is essential to study post-stroke healthcare utilization trajectories from a stroke patient caregiver dyadic perspective to improve healthcare delivery, practices and eventually improve long-term outcomes for stroke patients. However, literature addressing this area is currently limited. Addressing this gap, our study described the trajectory of healthcare service utilization by stroke patients and associated costs over 1-year post-stroke and examined the association with caregiver identity and clinical stroke factors. METHODS Patient and caregiver variables were obtained from a prospective cohort, while healthcare data was obtained from the national claims database. Generalized estimating equation approach was used to get the population average estimates of healthcare utilization and cost trend across 4 quarters post-stroke. RESULTS Five hundred ninety-two stroke patient and caregiver dyads were available for current analysis. The highest utilization occurred in the first quarter post-stroke across all service types and decreased with time. The incidence rate ratio (IRR) of hospitalization decreased by 51, 40, 11 and 1% for patients having spouse, sibling, child and others as caregivers respectively when compared with not having a caregiver (p = 0.017). Disability level modified the specialist outpatient clinic usage trajectory with increasing difference between mildly and severely disabled sub-groups across quarters. Stroke type and severity modified the primary care cost trajectory with expected cost estimates differing across second to fourth quarters for moderately-severe ischemic (IRR: 1.67, 1.74, 1.64; p = 0.003), moderately-severe non-ischemic (IRR: 1.61, 3.15, 2.44; p = 0.001) and severe non-ischemic (IRR: 2.18, 4.92, 4.77; p = 0.032) subgroups respectively, compared to first quarter. CONCLUSION Highlighting the quarterly variations, we reported distinct utilization trajectories across subgroups based on clinical characteristics. Caregiver availability reducing hospitalization supports revisiting caregiver's role as potential hidden workforce, incentivizing their efforts by designing socially inclusive bundled payment models for post-acute stroke care and adopting family-centered clinical care practices.
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Affiliation(s)
- Shilpa Tyagi
- Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, #10-01, Singapore, 117549 Singapore
| | - Gerald Choon-Huat Koh
- Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, #10-01, Singapore, 117549 Singapore
| | - Luo Nan
- Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, #10-01, Singapore, 117549 Singapore
| | - Kelvin Bryan Tan
- Policy Research & Economics Office, Ministry of Health, Singapore, Singapore
| | - Helen Hoenig
- Physical Medicine and Rehabilitation Service, Durham VA Medical Centre, Durham, USA
| | - David B. Matchar
- Program in Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore, Singapore
| | - Joanne Yoong
- Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, #10-01, Singapore, 117549 Singapore
| | - Eric A. Finkelstein
- Program in Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore, Singapore
| | - Kim En Lee
- Lee Kim En Neurology Pte Ltd, Singapore, Singapore
| | | | - Edward Menon
- St. Andrew’s Community Hospital, Singapore, Singapore
| | | | - Deidre Anne De Silva
- National Neuroscience Institute, Singapore General Hospital campus, Singapore, Singapore
| | - Philip Yap
- Geriatric Medicine, Khoo Teck Puat Hospital, Singapore, Singapore
| | | | - Effie Chew
- Department of Rehabilitation Medicine, National University Hospital, Singapore, Singapore
| | - Sherry H. Young
- Department of Rehabilitation Medicine, Changi General Hospital, Singapore, Singapore
| | - Yee Sien Ng
- Department of Rehabilitation Medicine, Singapore General Hospital, Singapore, Singapore
| | - Tian Ming Tu
- Department of Neurology, National Neuroscience Institute, Neurology, Tan Tock Seng Hospital, Singapore, Singapore
| | - Yan Hoon Ang
- Geriatric Medicine, Khoo Teck Puat Hospital, Singapore, Singapore
| | - Keng Hee Kong
- Department of Rehabilitation Medicine, Tan Tock Seng Hospital, Singapore, Singapore
| | - Rajinder Singh
- Department of Neurology, National Neuroscience Institute, Neurology, Tan Tock Seng Hospital, Singapore, Singapore
| | - Reshma A. Merchant
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Hui Meng Chang
- National Neuroscience Institute, Singapore General Hospital campus, Singapore, Singapore
| | - Tseng Tsai Yeo
- Department of Neurosurgery, National University Hospital, Singapore, Singapore
| | - Chou Ning
- Department of Neurosurgery, National University Hospital, Singapore, Singapore
| | - Angela Cheong
- Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, #10-01, Singapore, 117549 Singapore
| | - Yu Li Ng
- Policy Research & Economics Office, Ministry of Health, Singapore, Singapore
| | - Chuen Seng Tan
- Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, #10-01, Singapore, 117549 Singapore
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Aljunid SM, Ali Jadoo SA. Factors Influencing the Total Inpatient Pharmacy Cost at a Tertiary Hospital in Malaysia: A Retrospective Study. INQUIRY: THE JOURNAL OF HEALTH CARE ORGANIZATION, PROVISION, AND FINANCING 2018; 55:46958018755483. [PMID: 29436248 PMCID: PMC5813656 DOI: 10.1177/0046958018755483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The steady growth of pharmaceutical expenditures is a major concern for health policy makers and health care managers in Malaysia. Our study examined the factors affecting the total inpatient pharmacy cost (TINPC) at the Universiti Kebangsaan Malaysia Medical Centre (UKMMC). In this retrospective study, we used 2011 administration electronic prescriptions records and casemix databases at UKMMC to examine the impact of sociodemographic, diagnostic, and drug variables on the TINPC. Bivariate and multivariate analyses of the factors associated with TINPC were conducted. The mean inpatient pharmacy cost per patient was USD 102.07 (SD = 24.76). In the multivariate analysis, length of stay (LOS; B = 0.349, P < .0005) and severity level III (B = 0.253, P < .0005) were the primary factors affecting the TINPC. For each day increase in the LOS and each increase of a case of severity level III, there was an increase of approximately USD 11.97 and USD 171.53 in the TINPC per year, respectively. Moreover, the number of prescribed items of drugs and supplies was positively associated with the TINPC (B = 0.081, P < .0005). Gender appears to have affected the TINPC; male patients seem to be associated with a higher TINPC than females (mean = 139.55, 95% confidence interval [CI]: 112.97-166.13, P < .001). Surgical procedures were associated with higher cost than medical cases (mean = 87.93, 95% CI: 61.00-114.85, P < .001). Malay (MYR 242.02, SD = 65.37) and Chinese (MYR 214.66, SD = 27.99) ethnicities contributed to a lower TINPC compared with Indian (MYR 613.93, SD = 98.41) and other ethnicities (MYR 578.47, SD = 144.51). A longer hospitalization period accompanied by major complications and comorbidities had the greatest influence on the TINPC.
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Affiliation(s)
- Syed Mohamed Aljunid
- Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
- Faculty of Public Health, Kuwait University, Kuwait
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Ng CS, Toh MPHS, Ng J, Ko Y. Direct medical cost of stroke in Singapore. Int J Stroke 2015; 10 Suppl A100:75-82. [PMID: 26179153 DOI: 10.1111/ijs.12576] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Accepted: 06/01/2015] [Indexed: 11/28/2022]
Abstract
BACKGROUND Globally, stroke is recognized as one of the main causes of long-term disability, accounting for approximately 5·7 million deaths each year. It is a debilitating and costly chronic condition that consumes about 2-4% of total healthcare expenditure. AIMS To estimate the direct medical cost associated with stroke in Singapore in 2012 and to determine associated predictors. METHODS The National Healthcare Group Chronic Disease Management System database was used to identify patients with stroke between the years 2006 and 2012. Estimated stroke-related costs included hospitalizations, accident and emergency room visits, outpatient physician visits, laboratory tests, and medications. RESULTS A total of 700 patients were randomly selected for the analyses. The mean annual direct medical cost was found to be S$12 473·7, of which 93·6% were accounted for by inpatient services, 4·9% by outpatient services, and 1·5% by A&E services. Independent determinants of greater total costs were stroke types, such as ischemic stroke (P = 0·005), subarachnoid hemorrhage (P < 0·001) and intracerebral haemorrhage (P < 0·001), shorter poststroke period, more than one complications (P = 0·045), and a greater number of comorbidities (P = 0·001). CONCLUSION There is a considerable economic burden associated with stroke in Singapore. The type of stroke, length of poststroke period, and stroke complications and comorbidities are found to be associated with the total costs. Efforts to reduce inpatient costs and to allocate health resources to focus on the primary prevention of stroke should become a priority.
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Affiliation(s)
- Charmaine Shuyu Ng
- Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore, Singapore
| | - Matthias Paul Han Sim Toh
- Information Management, Central Regional Health Office, National Healthcare Group, Singapore, Singapore.,Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Jiaying Ng
- Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore, Singapore
| | - Yu Ko
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
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