critical care;
Monte Carlo simulation;
operations research;
transport;
EMERGENCY MEDICAL-SERVICES;
DISCRETE-EVENT SIMULATION;
CARE;
SYSTEM;
DISTANCE;
OUTCOMES;
IMPACT;
D O I:
10.3109/10903127.2013.811561
中图分类号:
R4 [临床医学];
学科分类号:
1002 ;
100602 ;
摘要:
Objective. Operations research is the application of mathematical modeling, statistical analysis, and mathematical optimization to understand and improve processes in organizations. The objective of this study was to illustrate how the methods of operations research can be used to identify opportunities to reduce the absolute value and variability of interfacility transport intervals for critically ill patients. Methods. After linking data from two patient transport organizations in British Columbia, Canada, for all critical care transports during the calendar year 2006, the steps for transfer of critically ill patients were tabulated into a series of time intervals. Statistical modeling, root-cause analysis, Monte Carlo simulation, and sensitivity analysis were used to test the effect of changes in component intervals on overall duration and variation of transport times. Based on quality improvement principles, we focused on reducing the 75th percentile and standard deviation of these intervals. Results. We analyzed a total of 3808 ground and air transports. Constraining time spent by transport personnel at sending and receiving hospitals was projected to reduce the total time taken by 33 minutes with as much as a 20% reduction in standard deviation of these transport intervals in 75% of ground transfers. Enforcing a policy of requiring acceptance of patients who have life-or limb-threatening conditions or organ failure was projected to reduce the standard deviation of air transport time by 63 minutes and the standard deviation of ground transport time by 68 minutes. Conclusions. Based on findings from our analyses, we developed recommendations for technology renovation, personnel training, system improvement, and policy enforcement. Use of the tools of operations research identifies opportunities for improvement in a complex system of critical care transport.
机构:
Univ Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, CanadaUniv Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, Canada
Doumouras, Aristithes G.
Haas, Barbara
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, CanadaUniv Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, Canada
Haas, Barbara
Gomez, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, CanadaUniv Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, Canada
Gomez, David
de Mestral, Charles
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, CanadaUniv Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, Canada
机构:
Univ Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
OSF St Francis Med Ctr, Dept Emergency Med, Peoria, IL USAUniv Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
Hafner, John William
Downs, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
OSF St Francis Med Ctr, Dept Emergency Med, Peoria, IL USAUniv Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
Downs, Michael
Cox, Kelly
论文数: 0引用数: 0
h-index: 0
机构:
OSF St Francis Med Ctr, Dept Emergency Med, Peoria, IL USA
Air Evac EMS Inc, W Plains, MO USAUniv Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
Cox, Kelly
Johncox, Joy E.
论文数: 0引用数: 0
h-index: 0
机构:
Air Evac EMS Inc, W Plains, MO USAUniv Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
Johncox, Joy E.
Schaefer, Timothy J.
论文数: 0引用数: 0
h-index: 0
机构:
OSF St Francis Med Ctr, Dept Emergency Med, Peoria, IL USAUniv Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
机构:
Univ Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Univ Penn, Leonard Davis Inst Hlth Econ, Philadelphia, PA 19104 USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Kahn, Jeremy M.
Linde-Zwirble, Walter T.
论文数: 0引用数: 0
h-index: 0
机构:
LLC, ZD Assoc, Perkasie, PA USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Linde-Zwirble, Walter T.
Wunsch, Hannah
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Columbia Presbyterian Med Ctr, Dept Anesthesiol, New York, NY 10032 USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Wunsch, Hannah
Barnato, Amber E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Sect Decis Sci & Clin Syst Modeling, Div Gen Internal Med, Pittsburgh, PA USA
Univ Pittsburgh, Grad Sch Publ Hlth, Dept Hlth Policy & Management, Pittsburgh, PA USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Barnato, Amber E.
Iwashyna, Theodore J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Univ Penn, Leonard Davis Inst Hlth Econ, Philadelphia, PA 19104 USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Iwashyna, Theodore J.
Roberts, Mark S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Sect Decis Sci & Clin Syst Modeling, Div Gen Internal Med, Pittsburgh, PA USA
Univ Pittsburgh, Sch Engn, Dept Ind Engn, Pittsburgh, PA 15261 USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Roberts, Mark S.
Lave, Judith R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Grad Sch Publ Hlth, Dept Hlth Policy & Management, Pittsburgh, PA USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Lave, Judith R.
Angus, Derek C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Dept Crit Care Med, Clin Res Invest & Syst Modeling Acute Illness Lab, Pittsburgh, PA 15261 USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
机构:
Univ Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, CanadaUniv Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, Canada
Doumouras, Aristithes G.
Haas, Barbara
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, CanadaUniv Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, Canada
Haas, Barbara
Gomez, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, CanadaUniv Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, Canada
Gomez, David
de Mestral, Charles
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, CanadaUniv Toronto, St Michaels Hosp, Li Ka Shing Knowledge Inst, Div Gen Surg,Keenan Res Ctr,Dept Surg, Toronto, ON M5B 1W8, Canada
机构:
Univ Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
OSF St Francis Med Ctr, Dept Emergency Med, Peoria, IL USAUniv Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
Hafner, John William
Downs, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
OSF St Francis Med Ctr, Dept Emergency Med, Peoria, IL USAUniv Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
Downs, Michael
Cox, Kelly
论文数: 0引用数: 0
h-index: 0
机构:
OSF St Francis Med Ctr, Dept Emergency Med, Peoria, IL USA
Air Evac EMS Inc, W Plains, MO USAUniv Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
Cox, Kelly
Johncox, Joy E.
论文数: 0引用数: 0
h-index: 0
机构:
Air Evac EMS Inc, W Plains, MO USAUniv Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
Johncox, Joy E.
Schaefer, Timothy J.
论文数: 0引用数: 0
h-index: 0
机构:
OSF St Francis Med Ctr, Dept Emergency Med, Peoria, IL USAUniv Illinois, Coll Med Peoria, Dept Surg, Peoria, IL 61605 USA
机构:
Univ Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Univ Penn, Leonard Davis Inst Hlth Econ, Philadelphia, PA 19104 USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Kahn, Jeremy M.
Linde-Zwirble, Walter T.
论文数: 0引用数: 0
h-index: 0
机构:
LLC, ZD Assoc, Perkasie, PA USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Linde-Zwirble, Walter T.
Wunsch, Hannah
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Columbia Presbyterian Med Ctr, Dept Anesthesiol, New York, NY 10032 USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Wunsch, Hannah
Barnato, Amber E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Sect Decis Sci & Clin Syst Modeling, Div Gen Internal Med, Pittsburgh, PA USA
Univ Pittsburgh, Grad Sch Publ Hlth, Dept Hlth Policy & Management, Pittsburgh, PA USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Barnato, Amber E.
Iwashyna, Theodore J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Univ Penn, Leonard Davis Inst Hlth Econ, Philadelphia, PA 19104 USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Iwashyna, Theodore J.
Roberts, Mark S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Sect Decis Sci & Clin Syst Modeling, Div Gen Internal Med, Pittsburgh, PA USA
Univ Pittsburgh, Sch Engn, Dept Ind Engn, Pittsburgh, PA 15261 USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Roberts, Mark S.
Lave, Judith R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Grad Sch Publ Hlth, Dept Hlth Policy & Management, Pittsburgh, PA USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
Lave, Judith R.
Angus, Derek C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Dept Crit Care Med, Clin Res Invest & Syst Modeling Acute Illness Lab, Pittsburgh, PA 15261 USAUniv Penn, Sch Med, Div Pulm Allergy & Crit Care, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA