Analysis of anesthesia screens for rule-based data quality assessment opportunities

Zhan Wang; Melody Penning; Meredith Zozus

doi:10.3233/978-1-61499-951-5-473

Analysis of anesthesia screens for rule-based data quality assessment opportunities

Zhan Wang, Melody Penning, Meredith Zozus

Department of Population Health Sciences

Research output: Chapter in Book/Report/Conference proceeding › Chapter

5 Scopus citations

Abstract

A rules-based data quality assessment system in electronic health record was explored through compilation of over six thousand data quality rules and twenty-two rule templates. To overcome the lack of knowledge sources and identify additional rules or rule templates, thirty-three anesthesia (perioperative period) EHR screens were reviewed. We analyzed the data elements appearing on anesthesia screens and relationships between them to identify new data quality rules and rule templates relevant to anesthesia care. We present the review process as well as new rules and rule templates identified. We found decomposition and analysis of EHR screens a viable mechanism for acquisition of new data quality rules and proved the number of rules likely tractable and their management scalable.

Original language	English (US)
Title of host publication	Improving Usability, Safety and Patient Outcomes with Health Information Technology
Subtitle of host publication	From Research to Practice
Editors	Alex Mu-Hsing Kuo, Andre Kushniruk, Francis Lau, Elizabeth M. Borycki, Gerry Bliss, Helen Monkman, Abdul Vahabpour Roudsari, John A. Bartle-Clar, Karen L. Courtney
Publisher	IOS Press
Pages	473-478
Number of pages	6
ISBN (Electronic)	9781614999508
DOIs	https://doi.org/10.3233/978-1-61499-951-5-473
State	Published - 2019

Publication series

Name	Studies in Health Technology and Informatics
Volume	257
ISSN (Print)	0926-9630
ISSN (Electronic)	1879-8365

Keywords

Electronic health record
data quality

ASJC Scopus subject areas

Health Information Management
Health Informatics
Biomedical Engineering

Access to Document

10.3233/978-1-61499-951-5-473

Cite this

Wang, Z., Penning, M., & Zozus, M. (2019). Analysis of anesthesia screens for rule-based data quality assessment opportunities. In A. M.-H. Kuo, A. Kushniruk, F. Lau, E. M. Borycki, G. Bliss, H. Monkman, A. V. Roudsari, J. A. Bartle-Clar, & K. L. Courtney (Eds.), Improving Usability, Safety and Patient Outcomes with Health Information Technology: From Research to Practice (pp. 473-478). (Studies in Health Technology and Informatics; Vol. 257). IOS Press. https://doi.org/10.3233/978-1-61499-951-5-473

Analysis of anesthesia screens for rule-based data quality assessment opportunities. / Wang, Zhan; Penning, Melody; Zozus, Meredith.
Improving Usability, Safety and Patient Outcomes with Health Information Technology: From Research to Practice. ed. / Alex Mu-Hsing Kuo; Andre Kushniruk; Francis Lau; Elizabeth M. Borycki; Gerry Bliss; Helen Monkman; Abdul Vahabpour Roudsari; John A. Bartle-Clar; Karen L. Courtney. IOS Press, 2019. p. 473-478 (Studies in Health Technology and Informatics; Vol. 257).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Wang, Z, Penning, M & Zozus, M 2019, Analysis of anesthesia screens for rule-based data quality assessment opportunities. in AM-H Kuo, A Kushniruk, F Lau, EM Borycki, G Bliss, H Monkman, AV Roudsari, JA Bartle-Clar & KL Courtney (eds), Improving Usability, Safety and Patient Outcomes with Health Information Technology: From Research to Practice. Studies in Health Technology and Informatics, vol. 257, IOS Press, pp. 473-478. https://doi.org/10.3233/978-1-61499-951-5-473

Wang Z, Penning M, Zozus M. Analysis of anesthesia screens for rule-based data quality assessment opportunities. In Kuo AMH, Kushniruk A, Lau F, Borycki EM, Bliss G, Monkman H, Roudsari AV, Bartle-Clar JA, Courtney KL, editors, Improving Usability, Safety and Patient Outcomes with Health Information Technology: From Research to Practice. IOS Press. 2019. p. 473-478. (Studies in Health Technology and Informatics). doi: 10.3233/978-1-61499-951-5-473

Wang, Zhan ; Penning, Melody ; Zozus, Meredith. / Analysis of anesthesia screens for rule-based data quality assessment opportunities. Improving Usability, Safety and Patient Outcomes with Health Information Technology: From Research to Practice. editor / Alex Mu-Hsing Kuo ; Andre Kushniruk ; Francis Lau ; Elizabeth M. Borycki ; Gerry Bliss ; Helen Monkman ; Abdul Vahabpour Roudsari ; John A. Bartle-Clar ; Karen L. Courtney. IOS Press, 2019. pp. 473-478 (Studies in Health Technology and Informatics).

@inbook{6c219e6e56524d6fb281a72b79a64ed8,

title = "Analysis of anesthesia screens for rule-based data quality assessment opportunities",

abstract = "A rules-based data quality assessment system in electronic health record was explored through compilation of over six thousand data quality rules and twenty-two rule templates. To overcome the lack of knowledge sources and identify additional rules or rule templates, thirty-three anesthesia (perioperative period) EHR screens were reviewed. We analyzed the data elements appearing on anesthesia screens and relationships between them to identify new data quality rules and rule templates relevant to anesthesia care. We present the review process as well as new rules and rule templates identified. We found decomposition and analysis of EHR screens a viable mechanism for acquisition of new data quality rules and proved the number of rules likely tractable and their management scalable.",

keywords = "Electronic health record, data quality",

author = "Zhan Wang and Melody Penning and Meredith Zozus",

year = "2019",

doi = "10.3233/978-1-61499-951-5-473",

language = "English (US)",

series = "Studies in Health Technology and Informatics",

publisher = "IOS Press",

pages = "473--478",

editor = "Kuo, {Alex Mu-Hsing} and Andre Kushniruk and Francis Lau and Borycki, {Elizabeth M.} and Gerry Bliss and Helen Monkman and Roudsari, {Abdul Vahabpour} and Bartle-Clar, {John A.} and Courtney, {Karen L.}",

booktitle = "Improving Usability, Safety and Patient Outcomes with Health Information Technology",

}

TY - CHAP

T1 - Analysis of anesthesia screens for rule-based data quality assessment opportunities

AU - Wang, Zhan

AU - Penning, Melody

AU - Zozus, Meredith

PY - 2019

Y1 - 2019

N2 - A rules-based data quality assessment system in electronic health record was explored through compilation of over six thousand data quality rules and twenty-two rule templates. To overcome the lack of knowledge sources and identify additional rules or rule templates, thirty-three anesthesia (perioperative period) EHR screens were reviewed. We analyzed the data elements appearing on anesthesia screens and relationships between them to identify new data quality rules and rule templates relevant to anesthesia care. We present the review process as well as new rules and rule templates identified. We found decomposition and analysis of EHR screens a viable mechanism for acquisition of new data quality rules and proved the number of rules likely tractable and their management scalable.

AB - A rules-based data quality assessment system in electronic health record was explored through compilation of over six thousand data quality rules and twenty-two rule templates. To overcome the lack of knowledge sources and identify additional rules or rule templates, thirty-three anesthesia (perioperative period) EHR screens were reviewed. We analyzed the data elements appearing on anesthesia screens and relationships between them to identify new data quality rules and rule templates relevant to anesthesia care. We present the review process as well as new rules and rule templates identified. We found decomposition and analysis of EHR screens a viable mechanism for acquisition of new data quality rules and proved the number of rules likely tractable and their management scalable.

KW - Electronic health record

KW - data quality

UR - http://www.scopus.com/inward/record.url?scp=85061255371&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85061255371&partnerID=8YFLogxK

U2 - 10.3233/978-1-61499-951-5-473

DO - 10.3233/978-1-61499-951-5-473

M3 - Chapter

C2 - 30741242

AN - SCOPUS:85061255371

T3 - Studies in Health Technology and Informatics

SP - 473

EP - 478

BT - Improving Usability, Safety and Patient Outcomes with Health Information Technology

A2 - Kuo, Alex Mu-Hsing

A2 - Kushniruk, Andre

A2 - Lau, Francis

A2 - Borycki, Elizabeth M.

A2 - Bliss, Gerry

A2 - Monkman, Helen

A2 - Roudsari, Abdul Vahabpour

A2 - Bartle-Clar, John A.

A2 - Courtney, Karen L.

PB - IOS Press

ER -

Analysis of anesthesia screens for rule-based data quality assessment opportunities

Abstract

Publication series

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this