Relationship between quality management and organizational performance in the healthcare industry
This study investigates how Quality Management (QM) programmes, particularly the Baldrige excellence framework, provide an approach to enhance healthcare organisational performance. Two independent methods were used to examine the short-term and long-term effects of winning the Baldrige award and th...
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Veröffentlicht in: | International journal of production research 2024-12, Vol.62 (23), p.8518-8536 |
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creator | Xie, Heng Wei, Xinyu Peng, Xianghui Prybutok, Victor |
description | This study investigates how Quality Management (QM) programmes, particularly the Baldrige excellence framework, provide an approach to enhance healthcare organisational performance. Two independent methods were used to examine the short-term and long-term effects of winning the Baldrige award and the specific influence of common QM practices on results. The first method assesses the Baldrige Award's impact on hospital performance by examining patient survey data and shows that initial quality improvements are not sustained in the long term. The second method uses confirmatory semantic analysis (CSA), a text-mining method, to analyse 22 Baldrige award-winning applications to determine the relationship between QM practices and organisational results in healthcare settings. The results show that only three QM practices - measurement, analysis, and knowledge management (MAKM), leadership, and operations focus - significantly contribute to organisational performance. Furthermore, CSA findings highlight the dominant role of leadership in driving performance outcomes, with other factors in the framework showing nonsignificant mediation effects. By exploring both the overarching effectiveness of QM programmes across different time lengths and specific practices that contribute to performance, this research provides academic insights with practical application in the healthcare industry. Importantly, the findings highlight the nuanced relationship between QM initiatives and organisational excellence. |
doi_str_mv | 10.1080/00207543.2024.2344657 |
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Two independent methods were used to examine the short-term and long-term effects of winning the Baldrige award and the specific influence of common QM practices on results. The first method assesses the Baldrige Award's impact on hospital performance by examining patient survey data and shows that initial quality improvements are not sustained in the long term. The second method uses confirmatory semantic analysis (CSA), a text-mining method, to analyse 22 Baldrige award-winning applications to determine the relationship between QM practices and organisational results in healthcare settings. The results show that only three QM practices - measurement, analysis, and knowledge management (MAKM), leadership, and operations focus - significantly contribute to organisational performance. Furthermore, CSA findings highlight the dominant role of leadership in driving performance outcomes, with other factors in the framework showing nonsignificant mediation effects. By exploring both the overarching effectiveness of QM programmes across different time lengths and specific practices that contribute to performance, this research provides academic insights with practical application in the healthcare industry. 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Two independent methods were used to examine the short-term and long-term effects of winning the Baldrige award and the specific influence of common QM practices on results. The first method assesses the Baldrige Award's impact on hospital performance by examining patient survey data and shows that initial quality improvements are not sustained in the long term. The second method uses confirmatory semantic analysis (CSA), a text-mining method, to analyse 22 Baldrige award-winning applications to determine the relationship between QM practices and organisational results in healthcare settings. The results show that only three QM practices - measurement, analysis, and knowledge management (MAKM), leadership, and operations focus - significantly contribute to organisational performance. Furthermore, CSA findings highlight the dominant role of leadership in driving performance outcomes, with other factors in the framework showing nonsignificant mediation effects. By exploring both the overarching effectiveness of QM programmes across different time lengths and specific practices that contribute to performance, this research provides academic insights with practical application in the healthcare industry. Importantly, the findings highlight the nuanced relationship between QM initiatives and organisational excellence.</description><subject>Analysis</subject><subject>baldrige award</subject><subject>Data mining</subject><subject>event study</subject><subject>Financial performance</subject><subject>Health care</subject><subject>Health care industry</subject><subject>healthcare</subject><subject>Impact analysis</subject><subject>Knowledge management</subject><subject>Leadership</subject><subject>Measurement</subject><subject>Medical records</subject><subject>Physical examinations</subject><subject>Quality management</subject><subject>R&D</subject><subject>Research & development</subject><subject>Semantic analysis</subject><subject>Surveying</subject><subject>text mining</subject><issn>0020-7543</issn><issn>1366-588X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kE1LxDAQhoMouH78BCHguWuSNm1yU8QvEARR8Bam6dSNdJM1ySLrr7d1FW_OZWB43pnhIeSEszlnip0xJlgjq3IumKjmoqyqWjY7ZMbLui6kUi-7ZDYxxQTtk4OU3thYUlUzAo84QHbBp4Vb0RbzB6Kn72sYXN7QJXh4xSX6TMF3NMRX8O7zm4eBrjD2IY6MReo8zQukC4QhLyzEadKtU46bI7LXw5Dw-Kcfkufrq6fL2-L-4ebu8uK-sCXnuWhatLyrWui0UIL3WoGuoa7buhLYdNaiVYp3AmTbiKYRHG0pZa9QsF51ypaH5HS7dxXD-xpTNm9hHcc_kym5kBXTTOqRklvKxpBSxN6soltC3BjOzGTT_No0k03zY3PM0W0ObfAu_aU0U0JzrdmInG8R57-1fIQ4dCbDZgixj6MlN33y75UvuImIVA</recordid><startdate>20241201</startdate><enddate>20241201</enddate><creator>Xie, Heng</creator><creator>Wei, Xinyu</creator><creator>Peng, Xianghui</creator><creator>Prybutok, Victor</creator><general>Taylor & Francis</general><general>Taylor & Francis LLC</general><scope>OQ6</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>F28</scope><scope>FR3</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20241201</creationdate><title>Relationship between quality management and organizational performance in the healthcare industry</title><author>Xie, Heng ; Wei, Xinyu ; Peng, Xianghui ; Prybutok, Victor</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c311t-7bec1d4bad92821f98a96a66b642e7dccec881d2a5b727721ec355f8e20f8d8c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Analysis</topic><topic>baldrige award</topic><topic>Data mining</topic><topic>event study</topic><topic>Financial performance</topic><topic>Health care</topic><topic>Health care industry</topic><topic>healthcare</topic><topic>Impact analysis</topic><topic>Knowledge management</topic><topic>Leadership</topic><topic>Measurement</topic><topic>Medical records</topic><topic>Physical examinations</topic><topic>Quality management</topic><topic>R&D</topic><topic>Research & development</topic><topic>Semantic analysis</topic><topic>Surveying</topic><topic>text mining</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Xie, Heng</creatorcontrib><creatorcontrib>Wei, Xinyu</creatorcontrib><creatorcontrib>Peng, Xianghui</creatorcontrib><creatorcontrib>Prybutok, Victor</creatorcontrib><collection>ECONIS</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>International journal of production research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Xie, Heng</au><au>Wei, Xinyu</au><au>Peng, Xianghui</au><au>Prybutok, Victor</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Relationship between quality management and organizational performance in the healthcare industry</atitle><jtitle>International journal of production research</jtitle><date>2024-12-01</date><risdate>2024</risdate><volume>62</volume><issue>23</issue><spage>8518</spage><epage>8536</epage><pages>8518-8536</pages><issn>0020-7543</issn><eissn>1366-588X</eissn><abstract>This study investigates how Quality Management (QM) programmes, particularly the Baldrige excellence framework, provide an approach to enhance healthcare organisational performance. Two independent methods were used to examine the short-term and long-term effects of winning the Baldrige award and the specific influence of common QM practices on results. The first method assesses the Baldrige Award's impact on hospital performance by examining patient survey data and shows that initial quality improvements are not sustained in the long term. The second method uses confirmatory semantic analysis (CSA), a text-mining method, to analyse 22 Baldrige award-winning applications to determine the relationship between QM practices and organisational results in healthcare settings. The results show that only three QM practices - measurement, analysis, and knowledge management (MAKM), leadership, and operations focus - significantly contribute to organisational performance. Furthermore, CSA findings highlight the dominant role of leadership in driving performance outcomes, with other factors in the framework showing nonsignificant mediation effects. By exploring both the overarching effectiveness of QM programmes across different time lengths and specific practices that contribute to performance, this research provides academic insights with practical application in the healthcare industry. Importantly, the findings highlight the nuanced relationship between QM initiatives and organisational excellence.</abstract><cop>London</cop><pub>Taylor & Francis</pub><doi>10.1080/00207543.2024.2344657</doi><tpages>19</tpages></addata></record> |
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subjects | Analysis baldrige award Data mining event study Financial performance Health care Health care industry healthcare Impact analysis Knowledge management Leadership Measurement Medical records Physical examinations Quality management R&D Research & development Semantic analysis Surveying text mining |
title | Relationship between quality management and organizational performance in the healthcare industry |
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