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digital.ahrq.gov/sites/default/files/docs/publication/BarrierstoMeaningfulUseAppendixB.pdf
June 16, 2021 - patients seen by the
EP during the EHR reporting period have
demographics recorded as structured data … patients age 3 and over only) and
height/length and weight (for all ages) recorded as
structured data … or older seen by the EP during the EHR reporting
period have smoking status recorded as structured
data … Proposed Measure
Incorporate clinical lab test results into Certified
EHR Technology as structured data … positive/negative or
numerical format are incorporated in Certified EHR
Technology as structured data
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digital.ahrq.gov/ahrq-funded-projects/cardio-hit-phase-ii/annual-summary/2009
January 01, 2009 - extraction from their EHR, and a physician leader with detailed knowledge of the use of EHR data in … The data to inform the work were collected from the following vendor products: Epic Spring; NextGen; … Two sources of data were used for this study: 1) the CAD and HF performance measure data, which were … data on reported performance and exceptions, which were collected via manual abstraction by trained … the quality of care being provided by the analyses of the exception data reported for the integrated
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs027228-gold-final-report-2021.pdf
January 01, 2021 - data visualization approach(es) for patients and clinicians. … Methods (Study Design, Data Sources/Collection, Interventions, Measures, Limitations). … No identifying data was collected by researchers. … We analyzed the data corresponding
to different tasks independently. … Leveraging Patient-Reported Outcomes Using
Data Visualization.
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digital.ahrq.gov/ahrq-funded-projects/impact-health-information-technology-demand-inpatient-services/annual-summary/2010
January 01, 2010 - Data needed to perform this analysis comes from several sources. … Regional demographic data from the 2000 U.S. Census are also included. … Preliminary data analysis using the original model showed that the data sets were too big and were not … The resulting comparable approach used aggregate data to address the issue with data set size. … Eight years of data for a subset of three states were ultimately analyzed.
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digital.ahrq.gov/ahrq-funded-projects/support-united-states-health-information-knowledgebase-ushik/annual-summary/2012
January 01, 2012 - Information Knowledgebase (USHIK)
Principal Investigator
Penoza, Chuck
Organization
Data … USHIK serves as the essential metadata registry support for various health care data initiatives and … efforts that must accompany such initiatives in order to align data systems across the States without … Currently, metadata from the Accredited Standards Committee X12 5010 data set is included, as is data … , and be able to compare data elements across difference SDOs.
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digital.ahrq.gov/ahrq-funded-projects/project-echo-hepatitis-c-ambulatory-care-quality-improvement-new-mexico-through/annual-summary/2010
January 01, 2010 - inception, community-based providers transmitted patient-specific information to specialists via a data … Data were entered and stored locally on a laptop, transmitted via a secure virtual private network (VPN … The portal includes search tools that program personnel can use to extract data for monitoring data quality … support, create a central data repository, and allow authorized personnel to view individual patient … Create search tools that program personnel can use to extract data for monitoring data quality, profiling
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digital.ahrq.gov/sites/default/files/docs/publication/r01hs015409-overhage-final-report-2009.pdf
January 01, 2009 - The INPC is an operational state-
wide secure data exchange and includes clinical data from a total of … The data manager has obtained the
claims and clinical data from their respective source systems and … is reformatting and coding the
data as necessary for analysis. … The clinical data will include demographics, severity of illness,
usage of HIE for the patient (data … Claims data may
include data related to amounts billed/charged by health care providers, payments to
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digital.ahrq.gov/sites/default/files/docs/page/McColmSuccessStory2009_0.pdf
December 01, 2009 - While EHRs have great potential for assisting in the measurement of health care
quality, data on quality … This was done by: 1) standardizing the EHR to
collect the clinical patient data required for measuring … quality of care and 2) evaluating the efficiency and
accuracy of automated data coding (i.e., by EHR … In evaluating the project, automated EHR data extractions were found to be more complete (100
percent … Data sources for the quality measures included patient demographics, billing data, medication lists,
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digital.ahrq.gov/sites/default/files/docs/page/tool-5.1-erx-net-benefit-calculator.xls
June 16, 2021 - To estimate the savings for your own pharmacy, first review the "Input data" sheet. … "Input data" - This page displays the input data that you need to gather. … data summary
This page lists all the data needed to calculate the net benefit of e-prescribing. … entered on the "Input data" sheet. … All of the numbers on this page are calculated from the data entered on the "Input data" sheet.
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digital.ahrq.gov/sites/default/files/docs/resource/davidson.pdf
June 16, 2021 - values in each of the source EMR/EPM source data element
Identify the source data element’s data … Version Number
Reference Data Subcategory
Reference Data Category Code (FK)
Reference Data Subcategory … Reference Data Table
Reference Data Table Identifier
Reference Data Category Code (FK)
Reference … Timestamp
Row Version Number
Reference Data Value
Reference Data Value Identifier
Reference Data … Data Table Identifier (FK)
Source Reference Data Description
Reference Data Value Identifier (FK)
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs025618-solberg-final-report-2023.pdf
January 01, 2023 - Data Collection. … Data Collection. … Data Collection. … Data Collection/Analysis. … Data Collection.
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digital.ahrq.gov/sites/default/files/docs/citation/cedar-year1-final-report.pdf
September 01, 2022 - The FAIR Guiding Principles for scientific data management and stewardship. … Sci
Data 3, 160018 (2016). https://doi.org/10.1038/sdata.2016.18. … data and metadata and
mapping it to the CEDAR data model) … (2) mapping it to a standard data
model. … underlying repository data quality and CEDAR system usage.
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digital.ahrq.gov/ahrq-funded-projects/automating-assessment-asthma-care-quality/activity/automating-assessment-asthma/annual-summary/2010
January 01, 2010 - that were accommodated when these data were interpreted for quality assessments. … data. … Data were analyzed and incorporated into the project final report. … This second data pull provided an observation period that was contemporaneous with the OCHIN data used … Data for the theophylline measure was too sparse to evaluate adequately.
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/miller-rh-et-al-2004
January 01, 2004 - Also, templates that help clinicians enter data in coded rather than free-text form facilitated more … clinical data systems (such as lab, radiology, and referral systems). … , and nine had EMRs that could not exchange any data with their practice management system. … producers for electronic data exchange." … medical record data and to electronically import data from lab, billing, and other systems."
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digital.ahrq.gov/ahrq-funded-projects/using-evidence-based-nursing-practices-and-electronic-health-record-decision/annual-summary/2011
January 01, 2011 - The facility had a pre-existing EHR with fall prevention and injury management data elements, electronic … The other report tool displayed retrospective data about fall prevention care and fall event details … Project Objective:
Design, build, and implement CDSS tools that were populated with data extracted … The tool populated accurately and comprehensively, bringing rich data about fall prevention and fall … together, saving time and improving data quality.
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digital.ahrq.gov/sites/default/files/docs/publication/uc1hs015354-rachman-final-report-2007.pdf
January 01, 2007 - Develop a data warehouse that will monitor, aggregate, and provide data to be used for
clinical and … • Developed format for a “data dictionary” cataloging standardized data terminology used
in the … • Introduced more granular race ethnicity data categories to data. … The EQUIP team used national data standards where
available and mapped EHRS data elements to national … data standards when possible.
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digital.ahrq.gov/sites/default/files/docs/citation/ahrq-step-up-app-challenge-summary-2019.pdf
January 01, 2019 - The FHIR standard increases the liquidity of granular patient data. … PRO data come from patient
self-assessments and look beyond clinical data to assess
how a patient … from a more
standardized approach to collecting data. … models
used to structure and access medical data. … Standardized PRO data collected via these applications can enable data
sharing and compiling across
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digital.ahrq.gov/sites/default/files/docs/publication/KSchultzetal2006HFES_JobTaskAnalysis.pdf
January 01, 2005 - Data Collection Software
The data collection software allowed trained
observers to record tasks … to enter
data while standing or walking. … event data in
proper clinical context. … Screenshot of data collection program: task recording screen.
analysis. … 2 about 6
weeks following the start of data collection).
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digital.ahrq.gov/sites/default/files/docs/resource/Davidson_Vendor_CCD_Survey_and_Report_Q4.pdf
September 01, 2008 - How would those data be represented in the EMR or how have end-users used those data in the EMR? … How would those data be represented in the EMR or how have end-users used those data in the EMR? … How would those data be represented in the EMR or how have end-users used those data in the EMR? … , including
the medication list, problem list, vital signs data, laboratory data, etc.
10. … How would those data be represented in the EMR or how have end-users used those data in the EMR?
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs021261-shapiro-final-report-2018.pdf
January 01, 2018 - Methods: Aim 1) retrospectively compared measures using HIE data to site-specific EHR data
provided … when compared to site-specific data. … As we improve and employ
data standards, and data become more fluid and transportable, following patients … Testing concordance between data from two health data systems
using kappa values. … The visit-data warehouse: enabling novel secondary use of health
information exchange data. eGEMs.