Literature DB >> 24352925

Gleaning data from disaster: a hospital-based data mining method to study all-hazard triage after a chemical disaster.

Jean B Craig1, Joan M Culley2, Abbas S Tavakoli3, Erik R Svendsen4.   

Abstract

OBJECTIVE: To describe the methods of evaluating currently available triage models for their efficacy in appropriately triaging the surge of patients after an all-hazards disaster.
DESIGN: A method was developed for evaluating currently available triage models using extracted data from medical records of the victims from the Graniteville chlorine disaster.
SETTING: On January 6, 2005, a freight train carrying three tanker cars of liquid chlorine was inadvertently switched onto an industrial spur in central Graniteville, SC. The train then crashed into a parked locomotive and derailed. This caused one of the chlorine tankers to rupture and immediately release ~60 tons of chlorine. Chlorine gas infiltrated the town with a population of 7,000. PARTICIPANTS: This research focuses on the victims who received emergency care in South Carolina.
RESULTS: With our data mapping and decision tree logic, the authors were successful in using the available extracted clinical data to estimate triage categories for use in our study.
CONCLUSIONS: The methodology outlined in this article shows the potential use of well-designed secondary analysis methods to improve mass casualty research. The steps are reliable and repeatable and can easily be extended or applied to other disaster datasets.

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Year:  2013        PMID: 24352925      PMCID: PMC4090778          DOI: 10.5055/ajdm.2013.0116

Source DB:  PubMed          Journal:  Am J Disaster Med        ISSN: 1932-149X


  38 in total

1.  Posttraumatic stress and tendency to panic in the aftermath of the chlorine gas disaster in Graniteville, South Carolina.

Authors:  Jay P Ginsberg; Joseph R Holbrook; Debjani Chanda; Haikun Bao; Erik R Svendsen
Journal:  Soc Psychiatry Psychiatr Epidemiol       Date:  2011-11-10       Impact factor: 4.328

2.  The importance of evidence-based disaster planning.

Authors:  Erik Auf der Heide
Journal:  Ann Emerg Med       Date:  2005-09-19       Impact factor: 5.721

3.  Disaster in Graniteville.

Authors:  L Julia Ball; Joseph Dworak
Journal:  S C Nurse (1994)       Date:  2005 Apr-Jun

4.  Toward a national standard in primary mass casualty triage.

Authors:  John H Armstrong; Erik R Frykberg; David G Burris
Journal:  Disaster Med Public Health Prep       Date:  2008-09       Impact factor: 1.385

5.  Mass-casualty triage: time for an evidence-based approach.

Authors:  Jennifer Lee Jenkins; Melissa L McCarthy; Lauren M Sauer; Gary B Green; Stephanie Stuart; Tamara L Thomas; Edbert B Hsu
Journal:  Prehosp Disaster Med       Date:  2008 Jan-Feb       Impact factor: 2.040

6.  Compliance with prehospital triage protocols for major trauma patients.

Authors:  M H Ma; E J MacKenzie; R Alcorta; G D Kelen
Journal:  J Trauma       Date:  1999-01

7.  Development and validation of a mass casualty conceptual model.

Authors:  Joan M Culley; Judith A Effken
Journal:  J Nurs Scholarsh       Date:  2010-03       Impact factor: 3.176

Review 8.  Mass casualty triage in the chemical, biological, radiological, or nuclear environment.

Authors:  David C Cone; Kristi L Koenig
Journal:  Eur J Emerg Med       Date:  2005-12       Impact factor: 2.799

9.  Pilot test of a proposed chemical/biological/radiation/ nuclear-capable mass casualty triage system.

Authors:  David C Cone; Donald S MacMillan; Vivek Parwani; Carin Van Gelder
Journal:  Prehosp Emerg Care       Date:  2008 Apr-Jun       Impact factor: 3.077

10.  The emergency severity index triage algorithm version 2 is reliable and valid.

Authors:  David R Eitel; Debbie A Travers; Alexander M Rosenau; Nicki Gilboy; Richard C Wuerz
Journal:  Acad Emerg Med       Date:  2003-10       Impact factor: 3.451

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  9 in total

1.  Validation of a novel irritant gas syndrome triage algorithm.

Authors:  Joan M Culley; Sara Donevant; Jean Craig; Jane Richter; Abbas S Tavakoli; Erik Svendsen; Salvatore DiNardi
Journal:  Am J Disaster Med       Date:  2018

Review 2.  Clinical Data Reuse or Secondary Use: Current Status and Potential Future Progress.

Authors:  S M Meystre; C Lovis; T Bürkle; G Tognola; A Budrionis; C U Lehmann
Journal:  Yearb Med Inform       Date:  2017-09-11

Review 3.  The Necessity of Data Mining in Clinical Emergency Medicine; A Narrative Review of the Current Literatrue.

Authors:  Elahe Parva; Reza Boostani; Zahra Ghahramani; Shahram Paydar
Journal:  Bull Emerg Trauma       Date:  2017-04

4.  A validation study of 5 triage systems using data from the 2005 Graniteville, South Carolina, chlorine spill.

Authors:  Joan M Culley; Erik Svendsen; Jean Craig; Abbas Tavakoli
Journal:  J Emerg Nurs       Date:  2014-07-22       Impact factor: 1.836

5.  Differences in Practices Between Rural and Urban First Responders: Examining how First Responders Handle Irritant Gas Syndrome Agent (IGSA) Disasters in Rural Versus Urban Settings.

Authors:  Michael Pallon; Joan M Culley
Journal:  Carol Fire Rescue EMS J       Date:  2016

6.  Exposure of neonatal mice to bromine impairs their alveolar development and lung function.

Authors:  Tamas Jilling; Changchun Ren; Aaron Yee; Saurabh Aggarwal; Brian Halloran; Namasivayam Ambalavanan; Sadis Matalon
Journal:  Am J Physiol Lung Cell Mol Physiol       Date:  2017-09-14       Impact factor: 5.464

7.  Data Capture and Analysis of Signs and Symptoms in a Chemically Exposed Population.

Authors:  Jean B Craig; Joan M Culley; Jane Richter; Erik R Svendsen; Sara Donevant
Journal:  J Inform Nurs       Date:  2018

8.  Validating Signs and Symptoms From An Actual Mass Casualty Incident to Characterize An Irritant Gas Syndrome Agent (IGSA) Exposure: A First Step in The Development of a Novel IGSA Triage Algorithm.

Authors:  Joan M Culley; Jane Richter; Sara Donevant; Abbas Tavakoli; Jean Craig; Salvatore DiNardi
Journal:  J Emerg Nurs       Date:  2017-03-28       Impact factor: 1.836

9.  Lessons learned from reviewing a hospital's disaster response to the hydrofluoric acid leak in Gumi city in 2012.

Authors:  Heejun Shin; Se Kwang Oh; Han You Lee; Heajin Chung; Seong Yong Yoon; Sung Yong Choi; Jae Hyuk Kim
Journal:  BMC Emerg Med       Date:  2021-03-22
  9 in total

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