Javascript must be enabled to continue!
Current status of VTE risk assessment and prevention using clinical decision support system: a cross-sectional survey from China
View through CrossRef
Abstract
Background and Aim:
Venous thromboembolism (VTE) is an important cause of unexpected death in hospitalized patients. In recent years, Clinical Decision Support System (CDSS) has been increasingly adopted by hospitals worldwide. We conducted a survey with the aim of gaining a comprehensive understanding of the current state and future development direction of CDSS for VTE risk assessment and prevention(VTE-CDSS) in China.
Methods:
A network survey was conducted among hospitals in China. The investigation mainly included 39 questions, such as the implementation details of VTE-CDSS, the scale and the admission capacity of the hospitals. SPSS 20.0 software was used for statistical analysis.
Results:
A total of 587 hospitals responded to this survey, of which 194 (33.05%, 194/587) deployed VTE-CDSS, and less than a quarter (23.71%, 46/194) had Artificial intelligence(AI)-enabled VTE-CDSS. Among the 194 hospitals, the proportion of auxiliary decision support functions related to "risk assessment" was the highest (78.87%, 68.04%, 69.07%), followed by the auxiliary decision support functions related to "prophylaxis execution" (88.66%, 49.48%, 26.80%), and the proportion of auxiliary decision support functions related to "outcome event monitoring" was the lowest (46.39%, 22.68%). More than half of the respondents believed that the risk assessment rate and accuracy of the assessment had been significantly improved (56.19%, 109/194). However, only over one-third of respondents believed that the prevention rate and the standardization of prevention had been significantly improved (37.63%, 73/194). "The overall hospital information foundation is not perfect" was the primary hindrance factor in the implementation and application of VTE-CDSS (40.21%, 78/194). "System functions need to be further improved and more functional applications expanded" (78.35%, 152/194) is the most critical problem that VTE-CDSS needs to be further optimized and solved in the future. There were statistically significant differences between the two groups of hospitals that deployed VTE-CDSS with and without AI function (P<0.005) in the functional realization of various application details, the obstacles encountered in the implementation, and the problems to be further optimized and solved in the future. However, at the present stage in China, the efficiency and effectiveness of VTE-CDSS with AI function in risk assessment and implementation of prophylaxis measures are not significantly different from that of VTE-CDSS without AI function. (0.75<P<0.9).
Conclusions:
The information construction of VTE in China has developed rapidly. The implementation of VTE-CDSS achieved certain results, but there are still some obstacles and problems that need to be optimized in the future.
Springer Science and Business Media LLC
Lei Xia
Kaiyuan Zhen
Zhaofei Chen
Rui Liang
Xiaomeng Zhang
Qian Gao
Mingwei Sheng
Bing Liu
Jiefeng Xia
Chaozeng Si
Yanbi Tian
Lurong Jia
Yaping Xu
Wei Wang
Lintao Zhong
Xianbo Zuo
Dingyi Wang
Wanmu Xie
Jun Wan
Yuanhua Yang
Zhihong Liu
Yingqun Ji
Juhong Shi
Qun Yi
Guochao Shi
Yutao Guo
Nuofu Zhang
Zhaozhong Cheng
Ling Zhu
Zhe Cheng
Cunbo Jia
Zhenguo Zhai
Title: Current status of VTE risk assessment and prevention using clinical decision support system: a cross-sectional survey from China
Description:
Abstract
Background and Aim:
Venous thromboembolism (VTE) is an important cause of unexpected death in hospitalized patients.
In recent years, Clinical Decision Support System (CDSS) has been increasingly adopted by hospitals worldwide.
We conducted a survey with the aim of gaining a comprehensive understanding of the current state and future development direction of CDSS for VTE risk assessment and prevention(VTE-CDSS) in China.
Methods:
A network survey was conducted among hospitals in China.
The investigation mainly included 39 questions, such as the implementation details of VTE-CDSS, the scale and the admission capacity of the hospitals.
SPSS 20.
0 software was used for statistical analysis.
Results:
A total of 587 hospitals responded to this survey, of which 194 (33.
05%, 194/587) deployed VTE-CDSS, and less than a quarter (23.
71%, 46/194) had Artificial intelligence(AI)-enabled VTE-CDSS.
Among the 194 hospitals, the proportion of auxiliary decision support functions related to "risk assessment" was the highest (78.
87%, 68.
04%, 69.
07%), followed by the auxiliary decision support functions related to "prophylaxis execution" (88.
66%, 49.
48%, 26.
80%), and the proportion of auxiliary decision support functions related to "outcome event monitoring" was the lowest (46.
39%, 22.
68%).
More than half of the respondents believed that the risk assessment rate and accuracy of the assessment had been significantly improved (56.
19%, 109/194).
However, only over one-third of respondents believed that the prevention rate and the standardization of prevention had been significantly improved (37.
63%, 73/194).
"The overall hospital information foundation is not perfect" was the primary hindrance factor in the implementation and application of VTE-CDSS (40.
21%, 78/194).
"System functions need to be further improved and more functional applications expanded" (78.
35%, 152/194) is the most critical problem that VTE-CDSS needs to be further optimized and solved in the future.
There were statistically significant differences between the two groups of hospitals that deployed VTE-CDSS with and without AI function (P<0.
005) in the functional realization of various application details, the obstacles encountered in the implementation, and the problems to be further optimized and solved in the future.
However, at the present stage in China, the efficiency and effectiveness of VTE-CDSS with AI function in risk assessment and implementation of prophylaxis measures are not significantly different from that of VTE-CDSS without AI function.
(0.
75<P<0.
9).
Conclusions:
The information construction of VTE in China has developed rapidly.
The implementation of VTE-CDSS achieved certain results, but there are still some obstacles and problems that need to be optimized in the future.
Related Results
Edoxaban and Cancer-Associated Venous Thromboembolism: A Meta-analysis of Clinical Trials
Edoxaban and Cancer-Associated Venous Thromboembolism: A Meta-analysis of Clinical Trials
Abstract
Introduction
Cancer patients face a venous thromboembolism (VTE) risk that is up to 50 times higher compared to individuals without cancer. In 2010, direct oral anticoagul...
Cardiovascular comorbidity in rheumatoid arthritis : studies on venous thromboembolism
Cardiovascular comorbidity in rheumatoid arthritis : studies on venous thromboembolism
<p dir="ltr">Individuals with rheumatoid arthritis (RA) are at around 50-100% increased risk of venous thromboembolism (VTE). In 2019, signals emerged suggesting an increased...
Cardiovascular comorbidity in rheumatoid arthritis : studies on venous thromboembolism
Cardiovascular comorbidity in rheumatoid arthritis : studies on venous thromboembolism
<p dir="ltr">Individuals with rheumatoid arthritis (RA) are at around 50-100% increased risk of venous thromboembolism (VTE). In 2019, signals emerged suggesting an increased...
Prevalence and Mortality Predictors of Venous Thromboembolism Among 48 Model Hospital Patients (2016-2020)
Prevalence and Mortality Predictors of Venous Thromboembolism Among 48 Model Hospital Patients (2016-2020)
Background: Venous thromboembolism (VTE) is the third most prevalent vascular disease, and it has a substantial impact on morbidity and mortality. Although its effectiveness, evide...
Predictive Value for Increased Factor XIa and Plasma Kallikrein Activity in Acute Venous Thromboembolism
Predictive Value for Increased Factor XIa and Plasma Kallikrein Activity in Acute Venous Thromboembolism
Abstract
Venous thromboembolism (VTE) is associated with increased coagulation activity, which in part can be attributed to the contact pathway of coagulation. Evide...
Lower limb immobility and venous thromboembolism risk: Investigating preventive measures
Lower limb immobility and venous thromboembolism risk: Investigating preventive measures
<p>Prolonged work-related seated immobility and lower limb immobilisation (LLI) are two situations in which the risk of venous thromboembolism (VTE) is poorly understood, and...
An Audit of Perioperative VTE Risk Assessment and Prophylactic Anticoagulation
An Audit of Perioperative VTE Risk Assessment and Prophylactic Anticoagulation
Abstract
Background:
Venous thromboembolism (VTE) can arise following significant general surgery. Among hospitalized patients in the U.S, pulmonary embolism has been liste...
Venous Thromboembolism Prophylaxis: The role of the nurse in changing practice and saving lives
Venous Thromboembolism Prophylaxis: The role of the nurse in changing practice and saving lives
Background: Venous thromboembolism (VTE) predominantly afflicts surgical and medical patients in an acute hospital setting. Responsibility for VTE risk assessment and appropriate p...

