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Vanderbilt University Medical Center (VUMC) in Nashville, TN, USA, has developed a clinical interface terminology for use in its EHR system components, including a structured entry tool designed to support clinical documentation.
Recently promulgated federal regulations for "meaningful use" of electronic health records mandate that physicians must document a coded problem (or a structured entry indicating that the patient has no problems) for at least 80% of their patients in order to qualify for substantial incentive payments.
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The modeling of free text annotations in the tree structure, enabling the author to describe in his own words a concept or a finding, is an example of a (partial) concession made to the structured entry of data.
Even though two persons collected data together and they used a structured electronic entry form, extraction errors are still possible.
Putting in some time to facilitate a well-structured entry to your business sends a signal to new hires that their experience matters and it substantially reduces the time it takes them to get up to speed.
- 'Why do existing ambulatory EHRs still not allow for the structured entry of medical data?' - PHC physician.
Structured entries were tested statistically to report associations using Pearson's Chi-square at the 95% CI.
For the purpose of this study we compared blood pressure information obtained from the structured entries in the flowsheet section and through computational analysis of the text of narrative physician notes in the LMR.
Each peer-reviewed, highly-structured entry includes a definition, key words, an illustration, applications, a bibliography, and links to related literature.The entries are expository and tutorial, making this reference a practical resource for students, academics, or professionals who employ machine learning and data mining methods in their projects.
Data from the EMR were collected within the general practice by two medical graduate students using a structured electronic data entry form (SPSS). Data from the SRP and from the EMR were combined into one SPSS file.
He decides to add a new process branch for a flagship family medicine center that is also collecting bone density Z and T scores in a structured EHR data entry form filled by medical assistants, which allows more specific decision logic within this branch.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com