Relationship between quality management and organizational performance in the healthcare industry

被引:0
|
作者
Xie, Heng [1 ]
Wei, Xinyu [2 ]
Peng, Xianghui [3 ]
Prybutok, Victor [4 ]
机构
[1] Calif State Univ Sacramento, Coll Business, Dept Informat Syst & Business Analyt, Sacramento, CA 95819 USA
[2] Calif State Univ Chico, Coll Business, Dept Informat Syst Finance & Accounting, Chico, CA USA
[3] Behrend Coll, Black Sch Business, Penn State Erie, Erie, PA USA
[4] Univ North Texas, Coll Business, Dept Informat Technol & Decis Sci, Denton, TX USA
关键词
Quality management; baldrige award; healthcare; text mining; semantic analysis; event study; TEXT-MINING APPROACH; OPERATIONS MANAGEMENT; EMPIRICAL-EVIDENCE; BIG DATA; BALDRIGE; FRAMEWORK; SYSTEMS; FIRM; MODEL; CUSTOMIZATION;
D O I
10.1080/00207543.2024.2344657
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
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.
引用
收藏
页码:8518 / 8536
页数:19
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