A decision-tree-based analysis of the factors influencing single disease costs
High and rapidly growing health-care costs pose a challenging problem around the world. Based on the fundamental realities of the country, China developed the single disease payment system. To overcome the drawbacks of a single payment standard, this study uses acute appendicitis as an example to bu...
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| creator | Shu-zhen Cao Jing-song Li Xiao-guang Zhang Yu Tian Jun-ping Zhao Wan-guo Xue |
| description | High and rapidly growing health-care costs pose a challenging problem around the world. Based on the fundamental realities of the country, China developed the single disease payment system. To overcome the drawbacks of a single payment standard, this study uses acute appendicitis as an example to build a decision-tree classification model and to propose a graded charging schedule. The study explored the important factors that affect medical costs from the perspective of the patients' condition and constitution and divided the medical cost into 3 levels based on these factors. It is concluded that patients' condition and constitution have a significant influence on their medical expenses. We used Clementine 12.0 as the data mining tool in the study. |
| doi_str_mv | 10.1109/ICSAI.2012.6223500 |
| format | Conference Proceeding |
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Based on the fundamental realities of the country, China developed the single disease payment system. To overcome the drawbacks of a single payment standard, this study uses acute appendicitis as an example to build a decision-tree classification model and to propose a graded charging schedule. The study explored the important factors that affect medical costs from the perspective of the patients' condition and constitution and divided the medical cost into 3 levels based on these factors. It is concluded that patients' condition and constitution have a significant influence on their medical expenses. We used Clementine 12.0 as the data mining tool in the study.</abstract><pub>IEEE</pub><doi>10.1109/ICSAI.2012.6223500</doi><tpages>4</tpages></addata></record> |
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| ispartof | 2012 International Conference on Systems and Informatics (ICSAI2012), 2012, p.2251-2254 |
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| language | eng |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Constitution Data mining Data models decision tree Decision trees Diseases Hospitals medical care cost single disease payment system |
| title | A decision-tree-based analysis of the factors influencing single disease costs |
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