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Use of the i2b2 research query tool to conduct a matched case–control clinical research study: advantages, disadvantages and methodological considerations

BACKGROUND: A major aim of the i2b2 (informatics for integrating biology and the bedside) clinical data informatics framework aims to create an efficient structure within which patients can be identified for clinical and translational research projects. Our objective was to describe the respective r...

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Autores principales: Johnson, Emilie K, Broder-Fingert, Sarabeth, Tanpowpong, Pornthep, Bickel, Jonathan, Lightdale, Jenifer R, Nelson, Caleb P
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3909388/
https://www.ncbi.nlm.nih.gov/pubmed/24479726
http://dx.doi.org/10.1186/1471-2288-14-16
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author Johnson, Emilie K
Broder-Fingert, Sarabeth
Tanpowpong, Pornthep
Bickel, Jonathan
Lightdale, Jenifer R
Nelson, Caleb P
author_facet Johnson, Emilie K
Broder-Fingert, Sarabeth
Tanpowpong, Pornthep
Bickel, Jonathan
Lightdale, Jenifer R
Nelson, Caleb P
author_sort Johnson, Emilie K
collection PubMed
description BACKGROUND: A major aim of the i2b2 (informatics for integrating biology and the bedside) clinical data informatics framework aims to create an efficient structure within which patients can be identified for clinical and translational research projects. Our objective was to describe the respective roles of the i2b2 research query tool and the electronic medical record (EMR) in conducting a case-controlled clinical study at our institution. METHODS: We analyzed the process of using i2b2 and the EMR together to generate a complete research database for a case–control study that sought to examine risk factors for kidney stones among gastrostomy tube (G-tube) fed children. RESULTS: Our final case cohort consisted of 41/177 (23%) of potential cases initially identified by i2b2, who were matched with 80/486 (17%) of potential controls. Cases were 10 times more likely to be excluded for inaccurate coding regarding stones vs. inaccurate coding regarding G-tubes. A majority (67%) of cases were excluded due to not meeting clinical inclusion criteria, whereas a majority of control exclusions (72%) occurred due to inadequate clinical data necessary for study completion. Full dataset assembly required complementary information from i2b2 and the EMR. CONCLUSIONS: i2b2 was critical as a query analysis tool for patient identification in our case–control study. Patient identification via procedural coding appeared more accurate compared with diagnosis coding. Completion of our investigation required iterative interplay of i2b2 and the EMR to assemble the study cohort.
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spelling pubmed-39093882014-02-02 Use of the i2b2 research query tool to conduct a matched case–control clinical research study: advantages, disadvantages and methodological considerations Johnson, Emilie K Broder-Fingert, Sarabeth Tanpowpong, Pornthep Bickel, Jonathan Lightdale, Jenifer R Nelson, Caleb P BMC Med Res Methodol Research Article BACKGROUND: A major aim of the i2b2 (informatics for integrating biology and the bedside) clinical data informatics framework aims to create an efficient structure within which patients can be identified for clinical and translational research projects. Our objective was to describe the respective roles of the i2b2 research query tool and the electronic medical record (EMR) in conducting a case-controlled clinical study at our institution. METHODS: We analyzed the process of using i2b2 and the EMR together to generate a complete research database for a case–control study that sought to examine risk factors for kidney stones among gastrostomy tube (G-tube) fed children. RESULTS: Our final case cohort consisted of 41/177 (23%) of potential cases initially identified by i2b2, who were matched with 80/486 (17%) of potential controls. Cases were 10 times more likely to be excluded for inaccurate coding regarding stones vs. inaccurate coding regarding G-tubes. A majority (67%) of cases were excluded due to not meeting clinical inclusion criteria, whereas a majority of control exclusions (72%) occurred due to inadequate clinical data necessary for study completion. Full dataset assembly required complementary information from i2b2 and the EMR. CONCLUSIONS: i2b2 was critical as a query analysis tool for patient identification in our case–control study. Patient identification via procedural coding appeared more accurate compared with diagnosis coding. Completion of our investigation required iterative interplay of i2b2 and the EMR to assemble the study cohort. BioMed Central 2014-01-30 /pmc/articles/PMC3909388/ /pubmed/24479726 http://dx.doi.org/10.1186/1471-2288-14-16 Text en Copyright © 2014 Johnson et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Johnson, Emilie K
Broder-Fingert, Sarabeth
Tanpowpong, Pornthep
Bickel, Jonathan
Lightdale, Jenifer R
Nelson, Caleb P
Use of the i2b2 research query tool to conduct a matched case–control clinical research study: advantages, disadvantages and methodological considerations
title Use of the i2b2 research query tool to conduct a matched case–control clinical research study: advantages, disadvantages and methodological considerations
title_full Use of the i2b2 research query tool to conduct a matched case–control clinical research study: advantages, disadvantages and methodological considerations
title_fullStr Use of the i2b2 research query tool to conduct a matched case–control clinical research study: advantages, disadvantages and methodological considerations
title_full_unstemmed Use of the i2b2 research query tool to conduct a matched case–control clinical research study: advantages, disadvantages and methodological considerations
title_short Use of the i2b2 research query tool to conduct a matched case–control clinical research study: advantages, disadvantages and methodological considerations
title_sort use of the i2b2 research query tool to conduct a matched case–control clinical research study: advantages, disadvantages and methodological considerations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3909388/
https://www.ncbi.nlm.nih.gov/pubmed/24479726
http://dx.doi.org/10.1186/1471-2288-14-16
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