Literature DB >> 16254951

Methods for using narrative text from injury reports to identify factors contributing to construction injury.

Jessica Bondy1, Hester Lipscomb, Kenneth Guarini, Judith E Glazner.   

Abstract

BACKGROUND: Several methods exist for classifying injuries from written text, thereby identifying possible points of intervention. We describe an innovative method for such classification.
METHODS: Using Haddon's matrix as a framework, two independent reviewers coded text from over 4,000 injury reports into a qualitative software package to identify factors contributing to injuries sustained during construction of Denver International Airport (DIA). We compared our classification scheme with three others.
RESULTS: This process created a coded data set, an expanded version of Haddon's matrix adapted for construction injury, and coding rules for interpreting narrative text. Haddon's matrix provides a flexible theoretical framework for coding information about a spectrum of contributing factors.
CONCLUSIONS: Narrative descriptions from injury reports can provide detail on circumstances surrounding injuries and identify factors contributing to injury. Forms guiding investigators to explicitly consider human, organizational, and environmental factors could foster more complete descriptions of factors contributing to construction injury.

Entities:  

Mesh:

Year:  2005        PMID: 16254951     DOI: 10.1002/ajim.20228

Source DB:  PubMed          Journal:  Am J Ind Med        ISSN: 0271-3586            Impact factor:   2.214


  3 in total

1.  Harnessing information from injury narratives in the 'big data' era: understanding and applying machine learning for injury surveillance.

Authors:  Kirsten Vallmuur; Helen R Marucci-Wellman; Jennifer A Taylor; Mark Lehto; Helen L Corns; Gordon S Smith
Journal:  Inj Prev       Date:  2016-01-04       Impact factor: 2.399

2.  Identifying work related injuries: comparison of methods for interrogating text fields.

Authors:  Kirsten McKenzie; Margaret A Campbell; Deborah A Scott; Tim R Discoll; James E Harrison; Roderick J McClure
Journal:  BMC Med Inform Decis Mak       Date:  2010-04-07       Impact factor: 2.796

Review 3.  Interventions to prevent injuries in construction workers.

Authors:  Henk F van der Molen; Prativa Basnet; Peter Lt Hoonakker; Marika M Lehtola; Jorma Lappalainen; Monique Hw Frings-Dresen; Roger Haslam; Jos H Verbeek
Journal:  Cochrane Database Syst Rev       Date:  2018-02-05
  3 in total

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