Chinese Journal of Nursing ›› 2019, Vol. 54 ›› Issue (6): 873-877.DOI: 10.3761/j.issn.0254-1769.2019.06.013
• Special Planning——Nursing Risk Management • Previous Articles Next Articles
Received:
2018-08-02
Online:
2019-06-15
Published:
2019-06-15
通讯作者:
秦春香
作者简介:
丁四清,女,本科,主任护师,E-mail: <email>838883154@qq.com</email>
基金资助:
丁四清, 陆晶, 秦春香, 盛江明, 王璐, 石双姣, 李雨潇. 数据挖掘在护理不良事件管理中的应用进展[J]. 中华护理杂志, 2019, 54(6): 873-877.
Add to citation manager EndNote|Ris|BibTeX
URL: http://zh.zhhlzzs.com/EN/10.3761/j.issn.0254-1769.2019.06.013
[1] |
Wagner LM, Castle NG, Handler SM . Use of HIT for adverse event reporting in nursing homes:barriers and facilitators[J]. Geriatr Nurs, 2013,34(2):112-115.
DOI URL |
[2] | 杨莘, 王祥, 邵文利 . 335起护理不良事件分析及对策[J]. 中华护理杂志, 2010,45(2):130-132. |
[3] |
Baines RJ, Langelaan M, Bruijne MC , et al. Changes in adverse event rates in hospitals over time:a longitudinal retrospective patient record review study[J]. BMJ Qual Saf, 2013,22(4):290-298.
DOI URL |
[4] | World Health Organization . Patient safety:making health care safer[EB/OL].[2018-12-26].http://apps. who. int/iris/bitstream/10665/ 255507/1/WHO-HIS-SDS-2017. 11-eng. pdf?ua= 1, 2017. |
[5] | 张文娴, 崔妙玲, 应燕萍 . 构建医院护理差错及不良事件报告系统的研究进展[J]. 中华护理杂志, 2008,43(12):1142-1144. |
[6] | 秦春香, 丁四清, 潘辰 , 等. 护理不良事件发生后护士的反应及不愿上报的原因分析[J]. 中国现代医学杂志, 2013,23(17):90-94. |
[7] | Henneman EA . Unreported errors in the intensive care unit:a case study of the way we work[J]. Crit Care Nurse, 2007,27(5):27-34. |
[8] |
Westbrook JI, Li L, Lehnbom EC , et al. What are incident reports telling us? A comparative study at two Australian hospitals of medication errors identified at audit,detected by staff and reported to an incident system[J]. Int J Qual Health Care, 2015,27(1):1-9.
DOI URL |
[9] | NPSA. Organisation patient safety incident reports. 2015. [EB/OL].[ 2018-12-19]. . |
[10] | Times NY. The age of big data[EB/OL]. ( 2012 -10-02) [2018-12-26]. http://www. nytimes. com/2012/02/12/Sunday-review/big-datas-impact-in-the-world. html?pagewanted=all. |
[11] |
Austin C, Kusumoto F . The application of Big Data in medicine:current implications and future directions[J]. J Interv Card Electrophysiol, 2016,47(1):1-9.
DOI URL |
[12] |
Wang Y, Hajli N . Exploring the path to big data analytics success in healthcare[J]. J Bus Res, 2017,70(1):287-299.
DOI URL |
[13] |
Bates DW, Saria S, Ohno-Machado L , et al. Big data in health care:using analytics to identify and manage high-risk and high-cost patients[J]. Health Aff, 2014,33(7):1123-1131.
DOI URL |
[14] |
Khoury MJ, Ioannidis JP . Medicine. Big data meets public health[J]. Science, 2014,346(6213):1054-1055.
DOI URL |
[15] | 李学龙, 龚海刚 . 大数据系统综述[J]. 中国科学:信息科学, 2015,45(1):1-44. |
[16] | 牟冬梅, 冯超, 王萍 . 数据挖掘方法在医学领域的应用及SWOT分析[J]. 医学信息学杂志, 2015,36(1):53-57. |
[17] | 曾雷 . 关联规则挖掘中Apriori算法的研究[D]. 重庆:重庆交通大学, 2016. |
[18] | 魏茂胜 . 数据挖掘中的分类算法综述[J]. 网络安全技术与应用, 2017(6):65-66. |
[19] | 宋波, 杨艳利, 冯云霞 . 医疗大数据研究进展[J]. 转化医学杂志, 2016,5(5):298-300. |
[20] | 李学学 . 基于数据预处理和回归分析技术的数据挖掘算法及其应用研究[D]. 兰州:兰州交通大学, 2014. |
[21] | 栗伟, 赵大哲, 李博 , 等. CRF与规则相结合的医学病历实体识别[J]. 计算机应用研究, 2015,32(4):1082-1086. |
[22] | 郭丽丽, 丁世飞 . 深度学习研究进展[J]. 计算机科学, 2015,42(5):28-33. |
[23] | 李运 . 机器学习算法在数据挖掘中的应用[D]. 北京:北京邮电大学, 2015. |
[24] |
Moon M, Lee SK . Applying of decision tree analysis to risk factors associated with pressure ulcers in long-term care facilities[J]. Healthc Inform Res, 2017,23(1):43-52.
DOI URL |
[25] | 王振容, 蒋晓莲 . 数据挖掘在护理领域中的应用进展[J]. 中华护理杂志, 2017,52(10):1262-1264. |
[26] | Pelletier M. Leading hospital improvement[EB/OL].( 2018 -10-03). |
[27] | 龙艳芳, 李映兰, 郭燕红 . 我国护理不良事件报告现况调查及分析[J]. 中国护理管理, 2011,11(5):16-20. |
[28] | Yang CC, Yang H, Jiang L . Postmarketing drug safety surveillance using publicly available health-consumer-contributed content in social media[J]. ACM Trans Manag Inf Syst, 2014,5(1):1-21. |
[29] |
Iqbal E, Mallah R, Jackson RG , et al. Identification of adverse drug events from free text electronic patient records and information in a large mental health case register[J]. Plos One, 2015,10(8):e0134208.
DOI URL |
[30] |
Roberto G, Piccinni C , D’Alessandro R , et al. Triptans and serious adverse vascular events:data mining of the FDA Adverse Event Reporting System database[J]. Cephalalgia Int J Headache, 2014,34(1):5-13.
DOI URL |
[31] |
Gurulingappa H, Toldo L, Rajput AM , et al. Automatic detection of adverse events to predict drug label changes using text and data mining techniques[J]. Pharmacoepidemiol Drug Saf, 2013,22(11):1189-1194.
DOI URL |
[32] | 牛姝媛 . 基于信息整合的药物副作用预测方法研究[D]. 上海:华东师范大学, 2016. |
[33] |
Lee TT, Liu CY, Kuo YH , et al. Application of data mining to the identification of critical factors in patient falls using a web-based reporting system[J]. Int J Med Inf, 2011,80(2):141-150.
DOI URL |
[34] |
Marschollek M, Gövercin M, Rust S , et al. Mining geriatric assessment data for in-patient fall prediction models and high-risk subgroups[J]. BMC Med Inform Decis Mak, 2012,12(1):19-25.
DOI |
[35] | 肖爽, 赵庆华 . 数据挖掘中的关联规则在住院患者跌倒事件防范中的运用[J]. 中华护理杂志, 2014,49(10):1215-1218. |
[36] | 沈鸣雁, 王华芬, 封秀琴 , 等. 住院跌倒患者的数据挖掘与跌倒防范对策分析[J]. 中华护理杂志, 2017,52(9):1087-1091. |
[37] |
Setoguchi Y, Ghaibeh AA, Mitani K , et al. Predictability of pressure ulcers based on operation duration,transfer activity,and body mass index through the use of an alternating decision tree[J]. J Med Invest, 2016,63(3/4):248-255.
DOI URL |
[38] |
Raju D, Su X, Patrician PA , et al. Exploring factors associated with pressure ulcers:a data mining approach[J]. Int J Nurs Stud, 2015,52(1):102-111.
DOI URL |
[39] |
Lee TT, Lin KC, Mills ME , et al. Factors related to the prevention and management of pressure ulcers[J]. Comput Inform Nurs, 2012,30(9):489-495.
DOI URL |
[40] | 宋杰, 章洁, 高远 , 等. 护理不良事件非结构上报内容的自然语言处理及效果比较[J]. 护理学报, 2018,25(3):1-4. |
[41] |
Qin C, Xie J, Jiang J , et al. Reporting among nurses and its correlation with hospital safety culture[J]. J Nurs Care Qual, 2015,30(1):77-83.
DOI URL |
[42] | 钱雷鸣, 罗林聪 . 基于神经网络的患者不良事件查询与报告系统设计[J]. 医疗卫生装备, 2015,36(3):44-46. |
[43] |
Rochefort CM, Buckeridge DL, Forster AJ . Accuracy of using automated methods for detecting adverse events from electronic health record data:a research protocol[J]. Implement Sci, 2015,10(1):5-14.
DOI URL |
[44] | 耿魁魁, 吴淑华, 刘圣 , 等. 触发器技术在医院药物不良反应主动监测系统构建中的应用[J]. 药物不良反应杂志, 2015,17(5):348-352. |
[45] | Melillo P, Castaldo R, Sannino G, et al. Wearable technology and ECG processing for fall risk assessment,prevention and detection [C]//37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society,Aug 25-29,2015,Italy. New York:IEEE, 2015: 7740-7743. |
[46] |
Fang Z, Fan X, Chen G . A study on specialist or special disease clinics based on big data[J]. Front Med, 2014,8(3):376-381.
DOI URL |
[1] | JIN Wei, XIAO Qi, YANG Lingyan, ZENG Tieying. Research progress of maternal psychological health issues after emergency cesarean section:a review [J]. Chinese Journal of Nursing, 2021, 56(9): 1335-1339. |
[2] | CHEN Hongxiu, YANG Xin, HU Xiuying, DENG Baofeng, MA Hongmei, ZHANG Ailing, FANG Haiyun, SHI Zeya, DING Fu, WANG Chuanxia, QI Hengmei, HUANG Yi, ZHANG Junmei, MA Xiuhua, LU Liping, WANG Shen, SHA Liyan, CAO Junhua. A survey and analysis on current status of the training and work for gerontological nurse specialists in 30 provinces in China [J]. Chinese Journal of Nursing, 2021, 56(9): 1363-1368. |
[3] | LIU Yuan, CHEN Feifei, FEI Wenhai, XU Hongli, ZHANG Jiaxiang, LIN Xingfeng. Research progress on discharge planning for hospitalized elderly patients with chronic diseases [J]. Chinese Journal of Nursing, 2021, 56(9): 1420-1425. |
[4] | ZHAO Qian, NIU Mei’e, WU Zhenyun. Research progress on factors affecting the accuracy of drug inhalation techniques in patients with respiratory diseases [J]. Chinese Journal of Nursing, 2021, 56(9): 1426-1430. |
[5] | XIN Chen,GUO Xiaojing,REN Shiyuan,WANG Wei,SUN Huiting,GAI Yubiao. Optimization and effect evaluation of in-hospital emergency process for extracroporeal cardiopulmonary resuscitation [J]. Chinese Journal of Nursing, 2021, 56(8): 1138-1144. |
[6] | LIN Yin,ZHU Xuehua,CHEN Ying. Construction of an emergency rescue competence index system for public health emergency among community nurses [J]. Chinese Journal of Nursing, 2021, 56(8): 1158-1164. |
[7] | ZHONG Zhuqing,QIN Ning,GAO Xueqin,KANG Xiaofeng,DING Siqing,LIU Yaping,LI Qingyin. Current status of infusion of vasoactive agents of nurses:a nationwide survey [J]. Chinese Journal of Nursing, 2021, 56(8): 1208-1215. |
[8] | LUAN Linlin,DING Min,LU Zhenling,ZHANG Juan,YU Qiaowen,YANG Lijuan. Application progress of virtual reality technology in ICU critically ill patients [J]. Chinese Journal of Nursing, 2021, 56(8): 1255-1260. |
[9] | GU Jiaxin,WANG Ling,LIU Xiaoli,YAN Xia. Progress in the research of symptom clusters assessment tools in children with leukemia [J]. Chinese Journal of Nursing, 2021, 56(8): 1261-1266. |
[10] | XU Lu,JIANG Zhixia,LU Xin,WANG Ying,ZHANG Fang. Early functional exercise to prevent adult ICU acquired weakness:a system review [J]. Chinese Journal of Nursing, 2021, 56(8): 1267-1271. |
[11] | YU Yi,LI Yang,LI Shanshan,ZHANG Feng,HAN Wenlan,LIU Huihui,SHAN Xinzhi. Construction of the evaluation index of prone position ventilation nursing quality for patients with acute respiratory distress syndrome [J]. Chinese Journal of Nursing, 2021, 56(7): 977-982. |
[12] | LI Xiaodan,ZHANG Shiyi,ZHAO Tiyu,GUO Yue,YUE Xiao,LI Mei. The mediating effect of professional self-concept between job satisfaction and turnover intention among nurses with master’s degree [J]. Chinese Journal of Nursing, 2021, 56(7): 1038-1043. |
[13] | GAO Xinyi,CHEN Yiyang,WEN Hua,DONG Shiqi,TANG Han,CHEN Changying. Research progress of role function and experience in nurses’ communication in hospice care unit [J]. Chinese Journal of Nursing, 2021, 56(7): 1093-1097. |
[14] | LI Xueyang,SONG Runluo,CHEN Haiyan,SUN Niuniu,DUAN Zhenzhen,CHEN Mingxia,JI Yan. Entrustable professional activities in nursing research:a scoping review [J]. Chinese Journal of Nursing, 2021, 56(7): 1098-1104. |
[15] | JIANG Ying,LI Wanhui,CHEN Yingying,TONG Beibei,KANG Xiaofeng,YU Yanyan,LIU Yaping. A scoping review on risk management of peripheral vasoactive medication [J]. Chinese Journal of Nursing, 2021, 56(7): 1105-1110. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||