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Adoption of a laboratory EMR system and inappropriate laboratory testing in Ontario: a cross-sectional observational study
BACKGROUND: Electronic medical record (EMR) systems have the potential to facilitate appropriate laboratory testing. We examined three common medical tests in primary care—hemoglobin A1c (HbA1c), lipid, and thyroid stimulating hormone (TSH)— to assess whether adoption of a laboratory EMR system in O...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8025377/ https://www.ncbi.nlm.nih.gov/pubmed/33823869 http://dx.doi.org/10.1186/s12913-021-06296-5 |
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author | Chami, Nadine Mathew, Silvy Weir, Sharada Wright, James G. Kantarevic, Jasmin |
author_facet | Chami, Nadine Mathew, Silvy Weir, Sharada Wright, James G. Kantarevic, Jasmin |
author_sort | Chami, Nadine |
collection | PubMed |
description | BACKGROUND: Electronic medical record (EMR) systems have the potential to facilitate appropriate laboratory testing. We examined three common medical tests in primary care—hemoglobin A1c (HbA1c), lipid, and thyroid stimulating hormone (TSH)— to assess whether adoption of a laboratory EMR system in Ontario had an impact on the rate of inappropriate testing among primary care physicians. METHODS: We used FY2016–17 population-level laboratory data to estimate the association between adoption of a laboratory EMR system and the rate of inappropriate testing. Inappropriate testing was assessed based on recommendations for screening, monitoring, and follow-up that take into account risk factors related to patient age and certain clinical conditions. To overcome the problem of potential endogeneity of physician choice to use the EMR, the EMR penetration rate in the physician’s geographical area of practice was used as an instrumental variable in an ordinary least squares (OLS) regression. We then simulated the change in the rate of inappropriate testing, by physician payment model, as the EMR penetration rate increased from the baseline percentage. RESULTS: The simulation models showed that an increase in the rate of EMR penetration from a baseline average was associated with a statistically significant decrease in inappropriate hbA1c and lipid testing, but a statistically insignificant increase in inappropriate TSH testing. The impact of EMR penetration also varied by payment model. CONCLUSIONS: This study demonstrated a positive association between availability of an EMR system and appropriate service utilization. Varying impacts of the EMR system availability by primary care payment model may be reflective of different incentives or attributes inherent in payment models. Policies to encourage physicians to increase their use of laboratory EMR systems could improve the quality and continuity of patient care. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-021-06296-5. |
format | Online Article Text |
id | pubmed-8025377 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80253772021-04-07 Adoption of a laboratory EMR system and inappropriate laboratory testing in Ontario: a cross-sectional observational study Chami, Nadine Mathew, Silvy Weir, Sharada Wright, James G. Kantarevic, Jasmin BMC Health Serv Res Research Article BACKGROUND: Electronic medical record (EMR) systems have the potential to facilitate appropriate laboratory testing. We examined three common medical tests in primary care—hemoglobin A1c (HbA1c), lipid, and thyroid stimulating hormone (TSH)— to assess whether adoption of a laboratory EMR system in Ontario had an impact on the rate of inappropriate testing among primary care physicians. METHODS: We used FY2016–17 population-level laboratory data to estimate the association between adoption of a laboratory EMR system and the rate of inappropriate testing. Inappropriate testing was assessed based on recommendations for screening, monitoring, and follow-up that take into account risk factors related to patient age and certain clinical conditions. To overcome the problem of potential endogeneity of physician choice to use the EMR, the EMR penetration rate in the physician’s geographical area of practice was used as an instrumental variable in an ordinary least squares (OLS) regression. We then simulated the change in the rate of inappropriate testing, by physician payment model, as the EMR penetration rate increased from the baseline percentage. RESULTS: The simulation models showed that an increase in the rate of EMR penetration from a baseline average was associated with a statistically significant decrease in inappropriate hbA1c and lipid testing, but a statistically insignificant increase in inappropriate TSH testing. The impact of EMR penetration also varied by payment model. CONCLUSIONS: This study demonstrated a positive association between availability of an EMR system and appropriate service utilization. Varying impacts of the EMR system availability by primary care payment model may be reflective of different incentives or attributes inherent in payment models. Policies to encourage physicians to increase their use of laboratory EMR systems could improve the quality and continuity of patient care. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-021-06296-5. BioMed Central 2021-04-06 /pmc/articles/PMC8025377/ /pubmed/33823869 http://dx.doi.org/10.1186/s12913-021-06296-5 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Chami, Nadine Mathew, Silvy Weir, Sharada Wright, James G. Kantarevic, Jasmin Adoption of a laboratory EMR system and inappropriate laboratory testing in Ontario: a cross-sectional observational study |
title | Adoption of a laboratory EMR system and inappropriate laboratory testing in Ontario: a cross-sectional observational study |
title_full | Adoption of a laboratory EMR system and inappropriate laboratory testing in Ontario: a cross-sectional observational study |
title_fullStr | Adoption of a laboratory EMR system and inappropriate laboratory testing in Ontario: a cross-sectional observational study |
title_full_unstemmed | Adoption of a laboratory EMR system and inappropriate laboratory testing in Ontario: a cross-sectional observational study |
title_short | Adoption of a laboratory EMR system and inappropriate laboratory testing in Ontario: a cross-sectional observational study |
title_sort | adoption of a laboratory emr system and inappropriate laboratory testing in ontario: a cross-sectional observational study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8025377/ https://www.ncbi.nlm.nih.gov/pubmed/33823869 http://dx.doi.org/10.1186/s12913-021-06296-5 |
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