Estimating the Cost of No-Shows and Evaluating the Effects of Mitigation Strategies

被引:90
作者
Berg, Bjorn P. [1 ]
Murr, Michael [2 ]
Chermak, David [3 ]
Woodall, Jonathan [3 ]
Pignone, Michael [4 ]
Sandler, Robert S. [5 ]
Denton, Brian T. [6 ]
机构
[1] George Mason Univ, Dept Syst Engn & Operat Res, Fairfax, VA 22030 USA
[2] N Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USA
[3] Duke Univ, Med Ctr, Performance Serv, Durham, NC USA
[4] Univ N Carolina, Div Gen Med & Clin Epidemiol, Chapel Hill, NC USA
[5] Univ N Carolina, Div Gastroenterol & Hepatol, Chapel Hill, NC USA
[6] Univ Michigan, Dept Ind & Operat Engn, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
efficiency; discrete event simulation; operations research; gastroenterology; colorectal cancer; DISCRETE-EVENT SIMULATION; NON-ATTENDANCE; COMPUTER-SIMULATION; OVERBOOKING; COLONOSCOPY; NONATTENDANCE; APPOINTMENTS; PERFORMANCE; MANAGEMENT; EFFICIENCY;
D O I
10.1177/0272989X13478194
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
100404 [儿少卫生与妇幼保健学];
摘要
Objective. To measure the cost of nonattendance (no-shows) and benefit of overbooking and interventions to reduce no-shows for an outpatient endoscopy suite. Methods. We used a discrete-event simulation model to determine improved overbooking scheduling policies and examine the effect of no-shows on procedure utilization and expected net gain, defined as the difference in expected revenue based on Centers for Medicare & Medicaid Services reimbursement rates and variable costs based on the sum of patient waiting time and provider and staff overtime. No-show rates were estimated from historical attendance (18% on average, with a sensitivity range of 12%-24%). We then evaluated the effectiveness of scheduling additional patients and the effect of no-show reduction interventions on the expected net gain. Results. The base schedule booked 24 patients per day. The daily expected net gain with perfect attendance is $4433.32. The daily loss attributed to the base case no-show rate of 18% is $725.42 (16.4% of net gain), ranging from $472.14 to $1019.29 (10.7%-23.0% of net gain). Implementing no-show interventions reduced net loss by $166.61 to $463.09 (3.8%-10.5% of net gain). The overbooking policy of 9 additional patients per day resulted in no loss in expected net gain when compared with the reference scenario. Conclusions. No-shows can significantly decrease the expected net gain of outpatient procedure centers. Overbooking can help mitigate the impact of no-shows on a suite's expected net gain and has a lower expected cost of implementation to the provider than intervention strategies.
引用
收藏
页码:976 / 985
页数:10
相关论文
共 29 条
[1]
Nonattendance at outpatient endoscopy [J].
Adams, LA ;
Pawlik, J ;
Forbes, GM .
ENDOSCOPY, 2004, 36 (05) :402-404
[2]
Operating Room Pooling and Parallel Surgery Processing Under Uncertainty [J].
Batun, Sakine ;
Denton, Brian T. ;
Huschka, Todd R. ;
Schaefer, Andrew J. .
INFORMS JOURNAL ON COMPUTING, 2011, 23 (02) :220-237
[3]
A Discrete Event Simulation Model to Evaluate Operational Performance of a Colonoscopy Suite [J].
Berg, Bjorn ;
Denton, Brian ;
Nelson, Heidi ;
Balasubramanian, Hari ;
Rahman, Ahmed ;
Bailey, Angela ;
Lindor, Keith .
MEDICAL DECISION MAKING, 2010, 30 (03) :380-387
[4]
An operating room scheduling strategy to maximize the use of operating room block time: Computer simulation of patient scheduling and survey of patients' preferences for surgical waiting time [J].
Dexter, F ;
Macario, A ;
Traub, RD ;
Hopwood, M ;
Lubarsky, DA .
ANESTHESIA AND ANALGESIA, 1999, 89 (01) :7-20
[5]
Use of SMS text messaging to improve outpatient attendance [J].
Downer, SR ;
Meara, JG ;
Da Costa, AC .
MEDICAL JOURNAL OF AUSTRALIA, 2005, 183 (07) :366-368
[6]
Griffin JM, 2011, AM J MANAG CARE, V17, P199
[7]
Quality improvement report - Information given to patients before appointments and its effect on non-attendance rate [J].
Hardy, KJ ;
O'Brien, SV ;
Furlong, NJ .
BRITISH MEDICAL JOURNAL, 2001, 323 (7324) :1298-1300
[8]
Use of telephone and SMS reminders to improve attendance at hospital appointments: a systematic review [J].
Hasvold, Per E. ;
Wootton, Richard .
JOURNAL OF TELEMEDICINE AND TELECARE, 2011, 17 (07) :358-364
[9]
MINIMIZING TOTAL-COST IN SCHEDULING OUTPATIENT APPOINTMENTS [J].
HO, CJ ;
LAU, HS .
MANAGEMENT SCIENCE, 1992, 38 (12) :1750-1764
[10]
Computer modeling of patient flow in a pediatric emergency department using discrete event simulation [J].
Hung, Geoffrey R. ;
Whitehouse, Sandra R. ;
ONeill, Craig ;
Gray, Andrew P. ;
Kissoon, Niranjan .
PEDIATRIC EMERGENCY CARE, 2007, 23 (01) :5-10