Using Predictive Analytics to Guide Patient Care and Research in a National Health System

被引:25
作者
Nelson, Karin M. [1 ,2 ,3 ,4 ]
Chang, Evelyn T. [5 ,6 ,7 ]
Zulman, Donna M. [8 ,9 ]
Rubenstein, Lisa V. [7 ,10 ,11 ]
Kirkland, Freddy D. [12 ]
Fihn, Stephan D. [1 ,2 ,3 ,13 ]
机构
[1] VA Puget Sound Healthcare Syst, Gen Internal Med Serv, Seattle, WA USA
[2] Univ Washington, Sch Med, Dept Med, Seattle, WA 98195 USA
[3] Univ Washington, Sch Publ Hlth, Dept Hlth Serv, Seattle, WA 98195 USA
[4] VA Puget Sound Hlth Care Syst, HSR&D, 1660 South Columbian Way, Seattle, WA 98108 USA
[5] VA Greater Los Angeles Healthcare Syst, Ctr Healthcare Innovat Implementat & Policy, Los Angeles, CA USA
[6] VA Greater Los Angeles Healthcare Syst, Div Gen Internal Med, Los Angeles, CA USA
[7] Univ Calif Los Angeles, David Geffen Sch Med, Los Angeles, CA USA
[8] VA Palo Alto Hlth Care Syst, Ctr Innovat Implementat, Menlo Pk, CA USA
[9] Stanford Univ, Div Primary Care & Populat Hlth, Sch Med, Stanford, CA 94305 USA
[10] RAND Corp, Santa Monica, CA USA
[11] UCLA, Fielding Sch Publ Hlth, Los Angeles, CA USA
[12] VHA Off Org Excellence, Los Angeles, CA USA
[13] VHA Off Clin Syst Dev & Evaluat, Los Angeles, CA USA
关键词
D O I
10.1007/s11606-019-04961-4
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
引用
收藏
页码:1379 / 1380
页数:2
相关论文
共 6 条
[1]   Implementing Electronic Health Care Predictive Analytics: Considerations And Challenges [J].
Amarasingham, Ruben ;
Patzer, Rachel E. ;
Huesch, Marco ;
Nguyen, Nam Q. ;
Xie, Bin .
HEALTH AFFAIRS, 2014, 33 (07) :1148-1154
[2]  
Brooke J., 1996, Usability Eval. Ind, P189
[3]   Predicting Risk of Hospitalization or Death Among Patients Receiving Primary Care in the Veterans Health Administration [J].
Wang, Li ;
Porter, Brian ;
Maynard, Charles ;
Evans, Ginger ;
Bryson, Christopher ;
Sun, Haili ;
Gupta, Indra ;
Lowy, Elliott ;
McDonell, Mary ;
Frisbee, Kathleen ;
Nielson, Christopher ;
Kirkland, Fred ;
Fihn, Stephan D. .
MEDICAL CARE, 2013, 51 (04) :368-373
[4]   Impact of Primary Care Intensive Management on High-Risk Veterans' Costs and Utilization A Randomized Quality Improvement Trial [J].
Yoon, Jean ;
Chang, Evelyn ;
Rubenstein, Lisa, V ;
Park, Angel ;
Zulman, Donna M. ;
Stockdale, Susan ;
Ong, Michael K. ;
Atkins, David ;
Schectman, Gordon ;
Asch, Steven M. .
ANNALS OF INTERNAL MEDICINE, 2018, 168 (12) :846-+
[5]   Recent Trends in Veterans Affairs Chronic Condition Spending [J].
Yoon, Jean ;
Scott, Jennifer Y. ;
Phibbs, Ciaran S. ;
Wagner, Todd H. .
POPULATION HEALTH MANAGEMENT, 2011, 14 (06) :293-298
[6]   Effect of an Intensive Outpatient Program to Augment Primary Care for High-Need Veterans Affairs Patients A Randomized Clinical Trial [J].
Zulman, Donna M. ;
Chee, Christine Pal ;
Ezeji-Okoye, Stephen C. ;
Shaw, Jonathan G. ;
Holmes, Tyson H. ;
Kahn, James S. ;
Asch, Steven M. .
JAMA INTERNAL MEDICINE, 2017, 177 (02) :166-175