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Intraclass reliability for assessing how well Taiwan constrained hospital-provided medical services using statistical process control chart techniques

BACKGROUND: Few studies discuss the indicators used to assess the effect on cost containment in healthcare across hospitals in a single-payer national healthcare system with constrained medical resources. We present the intraclass correlation coefficient (ICC) to assess how well Taiwan constrained h...

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Autores principales: Chien, Tsair-Wei, Chou, Ming-Ting, Wang, Wen-Chung, Tsai, Li-Shu, Lin, Weir-Sen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3536588/
https://www.ncbi.nlm.nih.gov/pubmed/22587736
http://dx.doi.org/10.1186/1471-2288-12-67
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author Chien, Tsair-Wei
Chou, Ming-Ting
Wang, Wen-Chung
Tsai, Li-Shu
Lin, Weir-Sen
author_facet Chien, Tsair-Wei
Chou, Ming-Ting
Wang, Wen-Chung
Tsai, Li-Shu
Lin, Weir-Sen
author_sort Chien, Tsair-Wei
collection PubMed
description BACKGROUND: Few studies discuss the indicators used to assess the effect on cost containment in healthcare across hospitals in a single-payer national healthcare system with constrained medical resources. We present the intraclass correlation coefficient (ICC) to assess how well Taiwan constrained hospital-provided medical services in such a system. METHODS: A custom Excel-VBA routine to record the distances of standard deviations (SDs) from the central line (the mean over the previous 12 months) of a control chart was used to construct and scale annual medical expenditures sequentially from 2000 to 2009 for 421 hospitals in Taiwan to generate the ICC. The ICC was then used to evaluate Taiwan’s year-based convergent power to remain unchanged in hospital-provided constrained medical services. A bubble chart of SDs for a specific month was generated to present the effects of using control charts in a national healthcare system. RESULTS: ICCs were generated for Taiwan’s year-based convergent power to constrain its medical services from 2000 to 2009. All hospital groups showed a gradually well-controlled supply of services that decreased from 0.772 to 0.415. The bubble chart identified outlier hospitals that required investigation of possible excessive reimbursements in a specific time period. CONCLUSION: We recommend using the ICC to annually assess a nation’s year-based convergent power to constrain medical services across hospitals. Using sequential control charts to regularly monitor hospital reimbursements is required to achieve financial control in a single-payer nationwide healthcare system.
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spelling pubmed-35365882013-01-08 Intraclass reliability for assessing how well Taiwan constrained hospital-provided medical services using statistical process control chart techniques Chien, Tsair-Wei Chou, Ming-Ting Wang, Wen-Chung Tsai, Li-Shu Lin, Weir-Sen BMC Med Res Methodol Research Article BACKGROUND: Few studies discuss the indicators used to assess the effect on cost containment in healthcare across hospitals in a single-payer national healthcare system with constrained medical resources. We present the intraclass correlation coefficient (ICC) to assess how well Taiwan constrained hospital-provided medical services in such a system. METHODS: A custom Excel-VBA routine to record the distances of standard deviations (SDs) from the central line (the mean over the previous 12 months) of a control chart was used to construct and scale annual medical expenditures sequentially from 2000 to 2009 for 421 hospitals in Taiwan to generate the ICC. The ICC was then used to evaluate Taiwan’s year-based convergent power to remain unchanged in hospital-provided constrained medical services. A bubble chart of SDs for a specific month was generated to present the effects of using control charts in a national healthcare system. RESULTS: ICCs were generated for Taiwan’s year-based convergent power to constrain its medical services from 2000 to 2009. All hospital groups showed a gradually well-controlled supply of services that decreased from 0.772 to 0.415. The bubble chart identified outlier hospitals that required investigation of possible excessive reimbursements in a specific time period. CONCLUSION: We recommend using the ICC to annually assess a nation’s year-based convergent power to constrain medical services across hospitals. Using sequential control charts to regularly monitor hospital reimbursements is required to achieve financial control in a single-payer nationwide healthcare system. BioMed Central 2012-05-15 /pmc/articles/PMC3536588/ /pubmed/22587736 http://dx.doi.org/10.1186/1471-2288-12-67 Text en Copyright ©2012 Chien et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Chien, Tsair-Wei
Chou, Ming-Ting
Wang, Wen-Chung
Tsai, Li-Shu
Lin, Weir-Sen
Intraclass reliability for assessing how well Taiwan constrained hospital-provided medical services using statistical process control chart techniques
title Intraclass reliability for assessing how well Taiwan constrained hospital-provided medical services using statistical process control chart techniques
title_full Intraclass reliability for assessing how well Taiwan constrained hospital-provided medical services using statistical process control chart techniques
title_fullStr Intraclass reliability for assessing how well Taiwan constrained hospital-provided medical services using statistical process control chart techniques
title_full_unstemmed Intraclass reliability for assessing how well Taiwan constrained hospital-provided medical services using statistical process control chart techniques
title_short Intraclass reliability for assessing how well Taiwan constrained hospital-provided medical services using statistical process control chart techniques
title_sort intraclass reliability for assessing how well taiwan constrained hospital-provided medical services using statistical process control chart techniques
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3536588/
https://www.ncbi.nlm.nih.gov/pubmed/22587736
http://dx.doi.org/10.1186/1471-2288-12-67
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