Literature DB >> 23257311

The development of a data-matching algorithm to define the 'case patient'.

Shelley Cox1, Rohan Martin, Piyali Somaia, Karen Smith.   

Abstract

OBJECTIVES: To describe a model that matches electronic patient care records within a given case to one or more patients within that case.
METHOD: his retrospective study included data from all metropolitan Ambulance Victoria electronic patient care records (n=445576) for the time period 1 January 2009-31 May 2010. Data were captured via VACIS (Ambulance Victoria, Melbourne, Vic., Australia), an in-field electronic data capture system linked to an integrated data warehouse database. The case patient algorithm included 'Jaro-Winkler', 'Soundex' and 'weight matching' conditions.
RESULTS: he case patient matching algorithm has a sensitivity of 99.98%, a specificity of 99.91% and an overall accuracy of 99.98%.
CONCLUSIONS: The case patient algorithm provides Ambulance Victoria with a sophisticated, efficient and highly accurate method of matching patient records within a given case. This method has applicability to other emergency services where unique identifiers are case based rather than patient based.

Entities:  

Mesh:

Year:  2013        PMID: 23257311     DOI: 10.1071/AH11161

Source DB:  PubMed          Journal:  Aust Health Rev        ISSN: 0156-5788            Impact factor:   1.990


  10 in total

1.  Spatial relationships between alcohol-related road crashes and retail alcohol availability.

Authors:  Christopher Morrison; William R Ponicki; Paul J Gruenewald; Douglas J Wiebe; Karen Smith
Journal:  Drug Alcohol Depend       Date:  2016-03-02       Impact factor: 4.492

2.  Determining the sensitivity of emergency dispatcher and paramedic diagnosis of stroke: statewide registry linkage study.

Authors:  Amminadab L Eliakundu; Dominique A Cadilhac; Joosup Kim; Monique F Kilkenny; Kathleen L Bagot; Emily Andrew; Shelley Cox; Christopher F Bladin; Michael Stephenson; Lauren Pesavento; Lauren Sanders; Ben Clissold; Henry Ma; Karen Smith
Journal:  J Am Coll Emerg Physicians Open       Date:  2022-07-01

3.  Linking Data From the Australian Stroke Clinical Registry With Ambulance and Emergency Administrative Data in Victoria.

Authors:  Amminadab L Eliakundu; Karen Smith; Monique F Kilkenny; Joosup Kim; Kathleen L Bagot; Emily Andrew; Shelley Cox; Christopher F Bladin; Dominique A Cadilhac
Journal:  Inquiry       Date:  2022 Jan-Dec       Impact factor: 2.099

4.  Relating off-premises alcohol outlet density to intentional and unintentional injuries.

Authors:  Christopher Morrison; Karen Smith; Paul J Gruenewald; William R Ponicki; Juliet P Lee; Peter Cameron
Journal:  Addiction       Date:  2015-10-09       Impact factor: 6.526

5.  A hybrid approach to record linkage using a combination of deterministic and probabilistic methodology.

Authors:  Toan C Ong; Lindsey M Duca; Michael G Kahn; Tessa L Crume
Journal:  J Am Med Inform Assoc       Date:  2020-04-01       Impact factor: 4.497

6.  Epidemiology of unplanned out-of-hospital births attended by paramedics.

Authors:  Gayle McLelland; Lisa McKenna; Amee Morgans; Karen Smith
Journal:  BMC Pregnancy Childbirth       Date:  2018-01-08       Impact factor: 3.007

7.  Utilisation of prehospital emergency medical services for hyperglycaemia: A community-based observational study.

Authors:  Melanie Villani; Natalie Nanayakkara; Sanjeeva Ranasinha; Arul Earnest; Karen Smith; Georgia Soldatos; Helena Teede; Sophia Zoungas
Journal:  PLoS One       Date:  2017-08-03       Impact factor: 3.240

8.  Time series modelling to forecast prehospital EMS demand for diabetic emergencies.

Authors:  Melanie Villani; Arul Earnest; Natalie Nanayakkara; Karen Smith; Barbora de Courten; Sophia Zoungas
Journal:  BMC Health Serv Res       Date:  2017-05-05       Impact factor: 2.655

9.  The National Ambulance Surveillance System: A novel method for monitoring acute alcohol, illicit and pharmaceutical drug related-harms using coded Australian ambulance clinical records.

Authors:  Dan I Lubman; Sharon Matthews; Cherie Heilbronn; Jessica J Killian; Rowan P Ogeil; Belinda Lloyd; Katrina Witt; Rose Crossin; Karen Smith; Emma Bosley; Rosemary Carney; Alex Wilson; Matthew Eastham; Toby Keene; Carol Shipp; Debbie Scott
Journal:  PLoS One       Date:  2020-01-31       Impact factor: 3.240

10.  Efficient Record Linkage Algorithms Using Complete Linkage Clustering.

Authors:  Abdullah-Al Mamun; Robert Aseltine; Sanguthevar Rajasekaran
Journal:  PLoS One       Date:  2016-04-28       Impact factor: 3.240

  10 in total

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