Skip to main content
Top
Published in: Applied Health Economics and Health Policy 6/2017

01-12-2017 | Original Research Article

Robustness and Effectiveness of the Triage System in the Pediatric Context

Authors: Marcello Montefiori, Enrico di Bella, Lucia Leporatti, Paolo Petralia

Published in: Applied Health Economics and Health Policy | Issue 6/2017

Login to get access

Abstract

Background

The increasing use of emergency departments (EDs) potentially compromises their effectiveness and quality. The evaluation of the performance of the triage code system in a pediatric context is important because waiting time affects the quality of care for acutely ill patients.

Objective

In this study, we aimed to assess the effectiveness and robustness of the triage code system in a pediatric context and identify the determinants of waiting times for urgent and non-urgent patients.

Methods

Data regarding 37,767 pediatric patients who accessed the ED of a major Italian pediatric hospital in 2015 were investigated in order to study patient numbers and waiting times. The determinants of waiting times for urgent and non-urgent patients, as well as variables referring to the “supply side,” such as periods of staff shortage, were analyzed using a survival analysis framework.

Results

For urgent patients, the waiting time between triage and the first physician assessment is generally below the standard threshold of 15 min and this is not affected by the number of non-urgent patients waiting for care. Conversely, the waiting time for non-urgent patients is affected by ED flow, periods of staff shortage, and non-clinical variables (age and nationality).

Conclusion

Our results suggest that the triage level assignation system is effective in terms of safety for urgent patients. The current ED organization adequately fulfills its primary goal of providing healthcare for acutely ill patients.
Footnotes
1
Data refer to accesses, not to the number of patients. In other words, patients who accessed ED many times per year were counted multiple times.
 
2
We dropped 25 non-urgent patients waiting for over 500 min and five urgent patients waiting for over 300 min due to an administrative failure of the medical staff to close the cases on the patient-tracking system.
 
3
Decreto Legislativo 30 giugno 2003, n. 196.
 
4
Day and night shifts were split into 2-h slots and the number of urgent and non-urgent patients attending the ED during the 2-h time slots was used to assess ED flow.
 
5
Gaslini Children’s Hospital Emergency Department is both a medical and a surgical pediatric emergency department. It includes the Short Term Intensive Observation (eight beds) and the Emergency Medicine Ward (12 beds). There is one single medical team working in all sections of the Department, while there are two different nursing teams and two head nurses, one for the ER and one for the Emergency Medicine Ward.
The medical staff of the Emergency Department is supplemented by additional surgical staff belonging to the Pediatric Surgery Unit of the Hospital.
Day shift (12 h; 365 days): n. 2 pediatricians and n. 1 pediatric surgeon.
Night shift (12 h; 365 days): n. 1 pediatrician and n. 1 pediatric surgeon.
Furthermore, n. 1 radiologist and n. 1 technician in medical radiology are always available 24 h a day in the Emergency Department.
Regarding ER nursing staff (excluding the Emergency Medicine Ward, which has a dedicated nursing team), there are six shifts of n. 4 nurses each, n. 4 day shift nurses and n. 1 head nurse. The ER medical and nursing staff is supplemented by n. 1 healthcare assistant.
 
6
All of the analyses discussed below are based on the records of the 36,760 admissions at the Gaslini ED. This large number of observations determines that all the statistical tools herein applied may detect statistically significant effects with a sensibility that is far higher than that generally used by policy makers. For instance, due to the large sample size, even small differences in mean among groups may be statistically significant albeit such a difference may not be relevant to the policy maker. Therefore, here we discuss the results of the analyses, focusing on what the statistical models outline as statistically significant, but we also take into account the absolute values of what is detected to be significant.
 
Literature
1.
go back to reference Burnett MG, Grover SA. Use of the emergency department for non-urgent care during regular business hours. CMAJ Can Med Assoc J. 1996;154(9):1345–51. Burnett MG, Grover SA. Use of the emergency department for non-urgent care during regular business hours. CMAJ Can Med Assoc J. 1996;154(9):1345–51.
2.
go back to reference Sempere-Selva T, Peiró S, Sendra-Pina P, Martínez-Espín C, López-Aguilera I. Inappropriate use of an accident and emergency department: magnitude, associated factors, and reasons—an approach with explicit criteria. Ann Emerg Med. 2001;37(6):568–79.CrossRefPubMed Sempere-Selva T, Peiró S, Sendra-Pina P, Martínez-Espín C, López-Aguilera I. Inappropriate use of an accident and emergency department: magnitude, associated factors, and reasons—an approach with explicit criteria. Ann Emerg Med. 2001;37(6):568–79.CrossRefPubMed
3.
go back to reference Moskop JC, Sklar DP, Geiderman JM, Schears RM, Bookman KJ. Emergency department crowding, part 1—concept, causes, and moral consequences. Ann Emerg Med. 2009;53(5):605–11.CrossRefPubMed Moskop JC, Sklar DP, Geiderman JM, Schears RM, Bookman KJ. Emergency department crowding, part 1—concept, causes, and moral consequences. Ann Emerg Med. 2009;53(5):605–11.CrossRefPubMed
4.
go back to reference McCarthy ML, Aronsky D, Jones ID, Miner JR, Band RA, Baren JM, Desmond JS, Baumlin KM, Ding R, Shesser R. The Emergency Department occupancy rate: a simple measure of emergency department crowding. Ann Emerg Med. 2008;51(1):15–24.CrossRefPubMed McCarthy ML, Aronsky D, Jones ID, Miner JR, Band RA, Baren JM, Desmond JS, Baumlin KM, Ding R, Shesser R. The Emergency Department occupancy rate: a simple measure of emergency department crowding. Ann Emerg Med. 2008;51(1):15–24.CrossRefPubMed
5.
go back to reference Hoot NR, Aronsky D. Systematic review of emergency department crowding: causes effects and solutions. Ann Emerg Med. 2008;52(2):126–36.CrossRefPubMed Hoot NR, Aronsky D. Systematic review of emergency department crowding: causes effects and solutions. Ann Emerg Med. 2008;52(2):126–36.CrossRefPubMed
6.
go back to reference Cremonesi P, Montefiori M, Resta M. Hospital emergency department: an insight by means of quantitative methods. Open Pharmacoeconom Health Econom J. 2012;4:26–35.CrossRef Cremonesi P, Montefiori M, Resta M. Hospital emergency department: an insight by means of quantitative methods. Open Pharmacoeconom Health Econom J. 2012;4:26–35.CrossRef
7.
go back to reference Sun BC, Hsia RY, Weiss RE, Zingmond D, Liang LJ, Han W, Asch SM. Effect of emergency department crowding on outcomes of admitted patients. Ann Emerg Med. 2013;61(6):605–11.CrossRefPubMed Sun BC, Hsia RY, Weiss RE, Zingmond D, Liang LJ, Han W, Asch SM. Effect of emergency department crowding on outcomes of admitted patients. Ann Emerg Med. 2013;61(6):605–11.CrossRefPubMed
8.
go back to reference Gallagher EJ, Lynn SG. The etiology of medical gridlock: causes of emergency department overcrowding in New York City. J Emerg Med. 1990;8:785–90.CrossRefPubMed Gallagher EJ, Lynn SG. The etiology of medical gridlock: causes of emergency department overcrowding in New York City. J Emerg Med. 1990;8:785–90.CrossRefPubMed
9.
go back to reference Espinosa G, Miro O, Sanchez M, Coll-vinent B, Millá J. Effects of external and internal factors on emergency department overcrowding [letter]. Ann Emerg Med. 2002;39:693–5.CrossRefPubMed Espinosa G, Miro O, Sanchez M, Coll-vinent B, Millá J. Effects of external and internal factors on emergency department overcrowding [letter]. Ann Emerg Med. 2002;39:693–5.CrossRefPubMed
10.
go back to reference Olshaker JS, Rathlev NK. Emergency department overcrowding and ambulance diversion: the impact and potential solutions of extended boarding of admitted patients in the emergency department. J Emerg Med. 2006;30:351–6.CrossRefPubMed Olshaker JS, Rathlev NK. Emergency department overcrowding and ambulance diversion: the impact and potential solutions of extended boarding of admitted patients in the emergency department. J Emerg Med. 2006;30:351–6.CrossRefPubMed
11.
go back to reference di Bella E, Gandullia L, Leporatti L, Montefiori M, Orcamo P. Ranking and prioritization of emergency departments based on multi-indicator systems. Soc Indic Res. 2016;. doi:10.1007/s11205-016-1537-5. di Bella E, Gandullia L, Leporatti L, Montefiori M, Orcamo P. Ranking and prioritization of emergency departments based on multi-indicator systems. Soc Indic Res. 2016;. doi:10.​1007/​s11205-016-1537-5.
14.
go back to reference Choi J, Claudius I. Decrease in emergency department length of stay as a result of triage pulse oximetry. Pediatr Emerg Care. 2006;22(6):412–4.CrossRefPubMed Choi J, Claudius I. Decrease in emergency department length of stay as a result of triage pulse oximetry. Pediatr Emerg Care. 2006;22(6):412–4.CrossRefPubMed
15.
go back to reference Abanses JC, Dowd MD, Simon SD, Sharma V. Impact of rapid influenza testing at triage on management of febrile infants and young children. Pediatr Emerg Care. 2006;22(3):145–9.CrossRefPubMed Abanses JC, Dowd MD, Simon SD, Sharma V. Impact of rapid influenza testing at triage on management of febrile infants and young children. Pediatr Emerg Care. 2006;22(3):145–9.CrossRefPubMed
16.
go back to reference Karpas A, Hennes H, Walsh-Kelly CM. Utilization of the Ottawa ankle rules by nurses in a pediatric emergency department. Acad Emerg Med. 2002;9(2):130–3.CrossRefPubMed Karpas A, Hennes H, Walsh-Kelly CM. Utilization of the Ottawa ankle rules by nurses in a pediatric emergency department. Acad Emerg Med. 2002;9(2):130–3.CrossRefPubMed
17.
go back to reference Doyle SL, Kingsnorth J, Guzzetta CE, Jahnke SA, McKenna JC, Brown K. Outcomes of implementing rapid triage in the pediatric emergency department. J Emerg Nur. 2012;38(1):30–5.CrossRef Doyle SL, Kingsnorth J, Guzzetta CE, Jahnke SA, McKenna JC, Brown K. Outcomes of implementing rapid triage in the pediatric emergency department. J Emerg Nur. 2012;38(1):30–5.CrossRef
18.
go back to reference Barata I, Brown KM, Fitzmaurice L, Griffin ES, Snow SK, Shook JE, et al. Best practices for improving flow and care of pediatric patients in the emergency department. Pediatrics. 2015;135(1):273–83.CrossRef Barata I, Brown KM, Fitzmaurice L, Griffin ES, Snow SK, Shook JE, et al. Best practices for improving flow and care of pediatric patients in the emergency department. Pediatrics. 2015;135(1):273–83.CrossRef
19.
go back to reference Gilboy N, Tanabe T, Travers D, Rosenau AM. Emergency severity index (ESI): a triage tool for emergency department care. Edition Rockville MD. Agency for Healthcare Research and Quality. 2011. https://www.ahrq.gov. Accessed 10 Apr 2017. Gilboy N, Tanabe T, Travers D, Rosenau AM. Emergency severity index (ESI): a triage tool for emergency department care. Edition Rockville MD. Agency for Healthcare Research and Quality. 2011. https://​www.​ahrq.​gov. Accessed 10 Apr 2017.
20.
go back to reference Baker DW, Stevens CD, Brook RH. Patients who leave a public hospital emergency department without being seen by a physician. Causes and consequences. JAMA. 1991;266:1085–90.CrossRefPubMed Baker DW, Stevens CD, Brook RH. Patients who leave a public hospital emergency department without being seen by a physician. Causes and consequences. JAMA. 1991;266:1085–90.CrossRefPubMed
21.
go back to reference Bindman AB, Grumbach K, Keane D, Rauch L, Luce JM. Consequences of queuing for care at a public hospital emergency department. JAMA. 1991;266:1091–6.CrossRefPubMed Bindman AB, Grumbach K, Keane D, Rauch L, Luce JM. Consequences of queuing for care at a public hospital emergency department. JAMA. 1991;266:1091–6.CrossRefPubMed
22.
go back to reference Stock LM, Bradley GE, Lewis RJ, Baker DW, Sipsey J, Stevens CD. Patients who leave emergency departments without being seen by a physician: magnitude of the problem in Los Angeles County. Ann Emerg Med. 1994;23:294–8.CrossRefPubMed Stock LM, Bradley GE, Lewis RJ, Baker DW, Sipsey J, Stevens CD. Patients who leave emergency departments without being seen by a physician: magnitude of the problem in Los Angeles County. Ann Emerg Med. 1994;23:294–8.CrossRefPubMed
23.
go back to reference Arendt KW, Sadosty AT, Weaver AL, Brent CR, Boie ET. The left-without-being-seen patients: what would keep them from leaving? Ann Emerg Med. 2003;42:317–23.CrossRefPubMed Arendt KW, Sadosty AT, Weaver AL, Brent CR, Boie ET. The left-without-being-seen patients: what would keep them from leaving? Ann Emerg Med. 2003;42:317–23.CrossRefPubMed
24.
go back to reference Kyriacou DN, Ricketts V, Dyne PL, McCollough MD, Talan DA. A 5-year time study analysis of emergency department patient care efficiency. Ann Emerg Med. 1999;34(3):326–35.CrossRefPubMed Kyriacou DN, Ricketts V, Dyne PL, McCollough MD, Talan DA. A 5-year time study analysis of emergency department patient care efficiency. Ann Emerg Med. 1999;34(3):326–35.CrossRefPubMed
25.
go back to reference Cremonesi P, di Bella E, Montefiori M, Persico L. The robustness and effectiveness of the triage system at times of overcrowding and the extra costs due to inappropriate use of emergency departments. Appl Health Econ Health Policy. 2015;13(5):507–14.CrossRefPubMed Cremonesi P, di Bella E, Montefiori M, Persico L. The robustness and effectiveness of the triage system at times of overcrowding and the extra costs due to inappropriate use of emergency departments. Appl Health Econ Health Policy. 2015;13(5):507–14.CrossRefPubMed
26.
go back to reference Schull MJ, Kiss A, Szalai JP. The effect of low-complexity patients on emergency department waiting times. Ann Emerg Med. 2007;49(3):257–64.CrossRefPubMed Schull MJ, Kiss A, Szalai JP. The effect of low-complexity patients on emergency department waiting times. Ann Emerg Med. 2007;49(3):257–64.CrossRefPubMed
27.
go back to reference Brecher D. Reliability of the emergency severity index in the pediatric population. J Emerg Nur. 2004;30(5):402–3.CrossRef Brecher D. Reliability of the emergency severity index in the pediatric population. J Emerg Nur. 2004;30(5):402–3.CrossRef
28.
go back to reference Baumann MR, Strout TD. Evaluation of the emergency severity index (version 3) triage algorithm in pediatric patients. Acad Emerg Med. 2005;12(3):219–24.CrossRefPubMed Baumann MR, Strout TD. Evaluation of the emergency severity index (version 3) triage algorithm in pediatric patients. Acad Emerg Med. 2005;12(3):219–24.CrossRefPubMed
29.
go back to reference Timm NL, Ho ML, Luria JW. Pediatric emergency department overcrowding and impact on patient flow outcomes. Acad Emerg Med. 2008;15(9):32–837.CrossRef Timm NL, Ho ML, Luria JW. Pediatric emergency department overcrowding and impact on patient flow outcomes. Acad Emerg Med. 2008;15(9):32–837.CrossRef
30.
go back to reference Travers DA, Waller AE, Katznelson J, Agans R. Reliability and validity of the emergency severity index for pediatric triage. Acad Emerg Med. 2009;16(9):843–9.CrossRefPubMed Travers DA, Waller AE, Katznelson J, Agans R. Reliability and validity of the emergency severity index for pediatric triage. Acad Emerg Med. 2009;16(9):843–9.CrossRefPubMed
31.
go back to reference Cain P, Waldrop RD, Jones J. Improved pediatric patient flow in a general emergency department by altering triage criteria. Acad Emerg Med. 1996;3:65–71.CrossRefPubMed Cain P, Waldrop RD, Jones J. Improved pediatric patient flow in a general emergency department by altering triage criteria. Acad Emerg Med. 1996;3:65–71.CrossRefPubMed
32.
go back to reference Prince M, Worth C. A study of ‘inappropriate’ attendances to a paediatric accident and emergency department. J Public Health. 1992;14(2):177–82. Prince M, Worth C. A study of ‘inappropriate’ attendances to a paediatric accident and emergency department. J Public Health. 1992;14(2):177–82.
33.
go back to reference Franco SM, Mitchell CK, Buzon RM. Primary care physician access and gatekeeping: a key to reducing emergency department use. Clin Pediatr. 1997;36(2):63–8.CrossRef Franco SM, Mitchell CK, Buzon RM. Primary care physician access and gatekeeping: a key to reducing emergency department use. Clin Pediatr. 1997;36(2):63–8.CrossRef
34.
go back to reference Italian ministry of Health. Pronto Soccorso e sistema 118 Milestone 13—Definizione del sistema di valutazione dei pazienti (triage PS e 118) Progetto Mattoni SSN, Mattone 11. 2007. https://www.mattoni.salute.gov.it. Accessed 23 June 2017. Italian ministry of Health. Pronto Soccorso e sistema 118 Milestone 13—Definizione del sistema di valutazione dei pazienti (triage PS e 118) Progetto Mattoni SSN, Mattone 11. 2007. https://​www.​mattoni.​salute.​gov.​it. Accessed 23 June 2017.
35.
go back to reference McCarthy ML, Zeger SL, Ding R, Levin SR, Desmond JS, Lee J, Aronsky D. Crowding delays treatment and lengthens emergency. Ann Emerg Med. 2009;54(4):492–503.CrossRefPubMed McCarthy ML, Zeger SL, Ding R, Levin SR, Desmond JS, Lee J, Aronsky D. Crowding delays treatment and lengthens emergency. Ann Emerg Med. 2009;54(4):492–503.CrossRefPubMed
36.
go back to reference Maurice SC, O’Donnell JJ, Beattie TF. Emergency analgesia in the pediatric population Part I: current practice and perspectives. Emerg Med J. 2002;19:4–7.CrossRefPubMedPubMedCentral Maurice SC, O’Donnell JJ, Beattie TF. Emergency analgesia in the pediatric population Part I: current practice and perspectives. Emerg Med J. 2002;19:4–7.CrossRefPubMedPubMedCentral
37.
go back to reference Ferrante P, Cuttini M, Zangardi T, Tomasello C, Messi G, Pirozzi N, Benini F. Pain management policies and practices in pediatric emergency care: a nationwide survey of Italian hospitals. BMC Pediatr. 2013;13(1):139.CrossRefPubMedPubMedCentral Ferrante P, Cuttini M, Zangardi T, Tomasello C, Messi G, Pirozzi N, Benini F. Pain management policies and practices in pediatric emergency care: a nationwide survey of Italian hospitals. BMC Pediatr. 2013;13(1):139.CrossRefPubMedPubMedCentral
38.
go back to reference Mohsin M, Bauman A, Ieraci S. Is there equity in emergency medical care? Waiting times and walk-outs in South Western Sydney hospital emergency departments. Aust Health Rev. 1998;21(3):133–49.CrossRefPubMed Mohsin M, Bauman A, Ieraci S. Is there equity in emergency medical care? Waiting times and walk-outs in South Western Sydney hospital emergency departments. Aust Health Rev. 1998;21(3):133–49.CrossRefPubMed
40.
go back to reference Pileggi C, Raffaele G, Angelillo IF. Paediatric utilization of an emergency department in Italy. Eur J Public Health. 2006;16(5):565–9.CrossRefPubMed Pileggi C, Raffaele G, Angelillo IF. Paediatric utilization of an emergency department in Italy. Eur J Public Health. 2006;16(5):565–9.CrossRefPubMed
41.
go back to reference Vedovetto A, Soriani N, Merlo E, Gregori D. The burden of inappropriate emergency department pediatric visits: why Italy needs an urgent reform. Health Serv Res. 2014;49(4):1290–305.CrossRefPubMedPubMedCentral Vedovetto A, Soriani N, Merlo E, Gregori D. The burden of inappropriate emergency department pediatric visits: why Italy needs an urgent reform. Health Serv Res. 2014;49(4):1290–305.CrossRefPubMedPubMedCentral
43.
go back to reference Piccotti E, Magnani M, Tubino B, Sartini M, Di Pietro A. Assessment of the Triage System in a Pediatric Emergency Department A pilot study on critical code. J Prev Med Hyg. 2008;49(3):120–3.PubMed Piccotti E, Magnani M, Tubino B, Sartini M, Di Pietro A. Assessment of the Triage System in a Pediatric Emergency Department A pilot study on critical code. J Prev Med Hyg. 2008;49(3):120–3.PubMed
44.
go back to reference Weiss SJ, Ernst AA, Nick TG. Comparison of the national emergency department overcrowding scale and the emergency department work index for quantifying emergency department crowding. Acad Emerg Med. 2006;13(5):513–8.CrossRefPubMed Weiss SJ, Ernst AA, Nick TG. Comparison of the national emergency department overcrowding scale and the emergency department work index for quantifying emergency department crowding. Acad Emerg Med. 2006;13(5):513–8.CrossRefPubMed
Metadata
Title
Robustness and Effectiveness of the Triage System in the Pediatric Context
Authors
Marcello Montefiori
Enrico di Bella
Lucia Leporatti
Paolo Petralia
Publication date
01-12-2017
Publisher
Springer International Publishing
Published in
Applied Health Economics and Health Policy / Issue 6/2017
Print ISSN: 1175-5652
Electronic ISSN: 1179-1896
DOI
https://doi.org/10.1007/s40258-017-0340-z

Other articles of this Issue 6/2017

Applied Health Economics and Health Policy 6/2017 Go to the issue