Research Progress of Application of Big Data in Health Management

doi:10.3969/j.issn.1007-9572.2016.31.005

Abstract

Abstract: The big data that is the data set that beyond the obtaining,storing,managing and analyzing capabilities of the conventional database tools,and its application into health management is the inevitable trend of development of the times.The study elaborates the connotation of big data and health management,and the current applicative status of international and domestic big data in health management,puts forward the difficulties in the application of big data in health management and discusses the countermeasures,and aims at providing references for promoting the application of big data in health management.

Key words: Big data, Health management, Application

摘要： 大数据是指超出常规数据库工具获取、存储、管理及分析能力的数据集，将大数据技术应用于健康管理是时代发展的必然趋势。本研究阐述了大数据、健康管理的内涵及国际国内大数据在健康管理中的应用现状，提出了大数据在健康管理中应用面临的困难并探讨了解决对策，旨在为促进大数据在健康管理中的应用提供参考。

关键词: 大数据, 健康管理, 应用

FAN Lu-ming, LIANG Gui-xian. Research Progress of Application of Big Data in Health Management[J]. Chinese General Practice, 2016, 19(31): 3786-3789.

范卢明, 梁桂仙. 大数据在健康管理中的应用研究进展[J]. 中国全科医学, 2016, 19(31): 3786-3789.

References

［1］项莹,张洁.EHR技术在健康管理产业中应用的管理模式研究——基于信息共享的视角［J］.现代商业,2014,16（26）:110-111. ［2］芮益芳.大数据医疗：下一个产业“风口”［J］.商学院,2015,12（4）:100-103. ［3］GU J,TAYLOR C R.Practicing pathology in the era of big data and personalized medicine［J］.Appl Immunohistochem Mol Morphol,2014,22（1）:1-9. ［4］HANSEN M M,MIRON-SHATZ T,LAU A Y,et al.Big data in science and healthcare:a review of recent literature and perspectives:contribution of the IMIA Social Media Working Group［J］.Yearb Med Inform,2014,9（1）:21-26. ［5］BENTLEY R A,O’BRIEN M J,BROCK W A.Mapping collective behavior in the big-data era［J］.Behav Brain Sci,2014,37（1）:63-76. ［6］吴之杰,郭清.大数据时代我国健康管理产业发展策略研究［J］.卫生经济研究,2014,31（6）:14-16. ［7］MERELLI I,PEREZ-SANCHEZ H,GESING S,et al.Managing,analysing,and integrating big data in medical bioinformatics:open problems and future perspectives［J］.Biomed Res Int,2014,2014:1-13. ［8］刘东冬,刘胜林,张佳华,等.基于SWOT模型分析大数据在医疗中的应用［J］.中国数字医学,2014,9（11）:13-15,18. LIU D D,LIU S L,ZHANG J H,et al.Analysis of the application of big data in healthcare based on SWOT［J］.China Digital Medicine,2014,9（11）:13-15,18. ［9］PORCHE D J.Men’s health big data［J］.Am J Mens Health,2014,8（3）:189. ［10］SEJDIC E.Medicine:adapt current tools for handling big data［J］.Nature,2014,507（7492）:2659-2664. ［11］倪荣,居斌,江涛,等.从数字卫生迈向智慧健康［J］.中国卫生信息管理杂志,2013,10（2）:105-108. NI R,JU B,JIANG T,et al.From digital health to smart health［J］.Chinese Journal of Health Informatics and Management,2013,10（2）:105-108. ［12］王婷利,徐亚南,王宝刚.三级医院信息化现状及发展趋势展望［J］.计算机光盘软件与应用,2014,17（17）:24-26. ［13］周光华,辛英,张雅洁,等.医疗卫生领域大数据应用探讨［J］.中国卫生信息管理杂志,2013,10（4）:296-300. ZHOU G H,XIN Y,ZHANG Y J,et al.Study on big data’s applications in medical and health field［J］.Chinese Journal of Health Informatics and Management,2013,10（4）:296-300. ［14］吴剑锋,边强.远程健康管理与疗养相结合的新健康服务［J］.现代医院,2014,14（12）:155-156. WU J F,BIAN Q.The new health service of combination with remoting health management and wellness［J］.Modern Hospital,2014,14（12）:155-156. ［15］王仕洪.大数据在健康体检行业的应用价值分析与展望［J］.东方企业文化,2015,12（11）:257. ［16］蒲亚川.可穿戴医疗开启大健康时代［J］.互联网经济,2015,2（4）:16-19. ［17］CHAWLA N V,DAVIS D A.Bringing big data to personalized healthcare:a patient-centered framework［J］.J Gen Intern Med,2013,28（S3）:S660-665. ［18］朱蕊,彭龑.医疗大数据的应用［J］.中国西部科技,2015,14（5）:95-97. ZHU R,PENG Y.The application of medical big data［J］.Science and Technology of West China,2015,14（5）:95-97. ［19］BATES D W,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. ［20］HEITMUELLER A,HENDERSON S,WARBURTON W,et al.Developing public policy to advance the use of big data in health care［J］.Health Aff,2014,33（9）:1523-1530. ［21］MOHAMMED E A.Applications of the MapReduce programming framework to clinical big data analysis:current landscape and future trends［J］.BioData Min,2014,7（1）:1-23. ［22］KHAN N,YAQOOB I,HASHEM I A,et al.Big data:survey,technologies,opportunities,and challenges［J］.Scientific World Journal,2014,2014:1-18. ［23］桂小柯,张丽杰,陈禹保,等.高血压早期预警和健康管理平台的构建［J］.中国卫生标准管理,2014,5（21）:1-3. GUI X K,ZHANG L J,CHEN Y B,et al.Construction of hypertension early warning and health management platform［J］.China Health Standard Management,2014,5（21）:1-3. ［24］刘克浩,肖飞龙.基于云平台和大数据的新型健康管理模式［J］.公共卫生与预防医学,2014,25（5）:89-91. ［25］李烨,马瑞青.健康管理系统和移动医疗的现状与前景［J］.高科技与产业化,2015,11（4）:61-65. ［26］宋应诺,谭剑,罗思仪,等.构建居家养老医疗信息平台的可行性研究［J］.中国数字医学,2015,10（1）:91-93. ［27］YU M,LU Z.Opportunity and challenge of big data in improving chronic non-communicable diseases:by health system engineering approaches［J］.Chin Med J（Engl）,2014,127（19）:3361-3363. ［28］ZILLNER S,LASIERRA N,FAIX W,et al.User needs and requirements analysis for big data healthcare applications［J］.Stud Health Technol Inform,2014,205（205）:657-661. ［29］REDMOND S J,LOVELL N H,YANG G Z,et al.what does big data mean for wearable sensor systems? Contribution of the IMIA wearable sensors in healthcare WG［J］.Yearb Med Inform,2014,9（1）:135-142. ［30］WEBSTER PC.Big data’s dirty secret［J］.CMAJ,2013,185（11）:509-510. ［31］VOROS S,MOREAU-GAUDRY A.Sensor,signal,and imaging informatics:big data and smart health technologies［J］.Yearb Med Inform,2014,9（1）:150-153. ［32］YOO C,RAMIREZ L,LIUZZI J.Big data analysis using modern statistical and machine learning methods in medicine［J］.Int Neurourol J,2014,18（2）:50-57. ［33］范亦涵,王鲁.移动医疗信息安全保护的研究［J］.福建电脑,2015,31（4）:85-86. ［34］ISSA N T,BYERS S W,DAKSHANAMURTHY S.Big data:the next frontier for innovation in therapeutics and healthcare［J］.Expert Rev Clin Pharmacol,2014,7（3）:293-298.

[1]	Chinese Sleep Research Society, Sleep Medicine Professional Committee of Guangdong Medical Doctor Association, Pharmacy Administration Committee of Guangdong Province Hospital Association, GUO Junlong, ZHENG Ping, JIA Fujun, LI Xueli, ZHAN Shuqin, WANG Yuanqing, GU Ping, FENG Yuan, MO Liqian, HAO Yongci, ZHENG Shuqiong, ZENG Haimei, ZHANG Bin, LI Yilei. Chinese Expert Consensus on the Clinical Application of Lemborexant [J]. Chinese General Practice, 2026, 29(05): 545-558.
[2]	LI Xi, LIU Jue. Artificial Intelligence Empowers Primary Healthcare Services: Progress and Challenges [J]. Chinese General Practice, 2026, 29(04): 436-443.
[3]	LI Liqing, WAN Jiawen, ZENG Chuanmei, LIN Huiying. The Management Approach and Implementation Path for Major Chronic Diseases in Jiangxi Province: Focusing on the Integration of Medical Care and Prevention under the Framework of "Modernizing Health and Hygiene" [J]. Chinese General Practice, 2026, 29(03): 340-347.
[4]	LI Linghui, WEI Xu, QIN Xiaokuan, ZHANG Yili, XU Xilin, YANG Shaofeng, FENG Tianxiao, WANG Zhenyu, YANG Kexin, SUN Kai, ZHU Liguo. Construction of an Innovative Model for Driving Community Bone Health Management through Family Doctor Contracted Services [J]. Chinese General Practice, 2026, 29(03): 348-354.
[5]	HUO Xingxiao, SUN Songpeng, LONG Junhong, LIANG Longyu, CHU Hongchuan, ZHOU Yangyang, LIU Yan, LIU Jiaxin. Investigation on the Current Application of Injectable Treatment for Hemorrhoids in China [J]. Chinese General Practice, 2025, 28(35): 4435-4441.
[6]	LI Zanmei, LI Jiao, YANG Lin, MA Liangkun, XUAN Lei, YAO Weiwei. Pregnant and Postpartum Women's Intention to Use Traditional Chinese Medicine and Its Influencing Factors [J]. Chinese General Practice, 2025, 28(32): 4082-4088.
[7]	XU Baichuan, WANG Yan, ZHANG Peng, LI Yiting, LIU Feilai, XIE Yang. Research and Analysis of Screening Tools for Chronic Obstructive Pulmonary Disease Comorbidity Lung Cancer [J]. Chinese General Practice, 2025, 28(30): 3847-3852.
[8]	ZHANG Le, JING Chengyang, WU Xue, WANG Le, LIAO Xing. Systematic Text Condensation and Interpretation [J]. Chinese General Practice, 2025, 28(28): 3583-3589.
[9]	CHEN Youlan, LAN Yanqi, WU Ahua, ZHANG Haixia, HUANG Jiankang, GUO Zhinan. The Health Management Effect of Contracted Family Doctor Services under the Joint Management of Three Teachers in Xiamen City on Elderly Hypertensive Patients [J]. Chinese General Practice, 2025, 28(22): 2769-2775.
[10]	FU Rong, SHI Lei, HE Feiying. Comorbidity of Diabetes and Depression in Middle-aged and Elderly People: the Impact of Sleep, Exercise, and Social Activities [J]. Chinese General Practice, 2025, 28(20): 2491-2500.
[11]	GUO Yi, HAN Xuanye, LIU Zhaojun, JIANG Yaoyao, FU Yang, SHI Lei, ZHAO Shihong. Construction of a Medical Transition Intervention Model for Multiple Chronic Diseases in Children Based on the E-Coach Management Model [J]. Chinese General Practice, 2025, 28(20): 2530-2537.
[12]	FANG Yingying, LIN Weiquan, SUN Minying, LI Yaohui, LIU Lan, YANG Yunou, CHEN Jiamin, LUO Liying, SHI Lei, LIU Hui. Influence of Screen Time on Sleep Quality among Patients with Multimorbidity Aged 35 and Above [J]. Chinese General Practice, 2025, 28(20): 2501-2507.
[13]	CHEN Kaiyuan, CHEN Long, ZHANG Yi, CHAI Runqi, WANG Na, ZENG Huatang, CHAI Senchun, LIANG Wannian. Research on the Privacy-preserving Technical Scheme and the Coordinative Policies Strategies for Big Data in Medical Imaging [J]. Chinese General Practice, 2025, 28(19): 2338-2344.
[14]	ZHOU Fang, DONG Yuan, WU Xiankui, JI Ying. An Evaluation of Basic Public Health Services Quality for Floating Population in China [J]. Chinese General Practice, 2025, 28(19): 2363-2369.
[15]	CHENG Zhuozhuo, ZHANG Rui, XU Haofeng, HUANG Junting, LIANG Zijing, YAN Ping. Systematic Cluster Analysis of Comorbidity Patterns in Patients with Chronic Obstructive Pulmonary Disease and the Impact on Hospitalization Costs [J]. Chinese General Practice, 2025, 28(17): 2127-2133.