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digital.ahrq.gov/sites/default/files/docs/citation/state-regional-demonstration-hit-in-evaluation-report.pdf
July 01, 2015 - Physicians’ Access to Quality-of-Care Data
Only one-third of physicians receive any data (process, … Block diagram of data flows in the QHF program
The data … In order to
support the QHF program we added two additional sources of data to the INPC: claims data … Provider entered data was initially data entered from
paper forms on which the providers had recorded … In order to support the QHF program we added two additional sources of data to the INPC: claims data
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digital.ahrq.gov/sites/default/files/docs/page/2006StromPepper_051211comp.pdf
June 16, 2021 - risk of medication errors
CCEB
Project 4 Study Design
• A series of cross sectional studies
• Data … collection: 1) analysis of houseofficers’
workloads, shifts, and schedule data from
hospitals; 2) … CCEB
Committee 1: Process
• Plan--identify overlap between:
–ADRs (patient outcomes, from DUEC data … Other Observations/Lessons Learned-1
• h/o yrs of delay in easy safety IT recs
• Major problems in data … quality--answers
differed each time data accessed
• Inability to identify treating doc in clinical
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs020270-alpern-final-report-2017.pdf
January 01, 2017 - Variations in quality metrics were assessed using the registry
data. … from different hospital emergency departments
(EDs) with differing EHR data sources.
2. … METHODS
Study Design: Cohort study
Data Sources/Collection: EHR clinical data from two EHR vendors … a central data coordinating center for inclusion in the
registry. … Data quality reports were created for manual data
quality review.
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digital.ahrq.gov/sites/default/files/docs/publication/uc1hs016142-sims-final-report-2008.pdf
January 01, 2008 - Integration of data from the PACS system and retrieval of data for the portal, and
integration of DHMC … • Data synchronized and displayed in the Clinical Portal will be the correct data for the
needs … and the portal data. … Measure Synchronized data =
disparate system data and synchronized data = displayed data. … One hundred percent of data synchronization was achieved within the portal data
repositories for the
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digital.ahrq.gov/ahrq-funded-projects/colorado-associated-community-health-information-exchange-cachie/annual-summary/2010
January 01, 2010 - The system compiled data elements from disparate electronic health record (EHR) systems into a common … standardized data warehouse and built business intelligence programming to generate meaningful quality … The QIS system standardized data using emerging national standard vocabularies. … from the disparate EHRs, design and build the data warehouse and data marts, and select a business intelligence … White Cloud Analytics (WCA), a business intelligence firm that has expertise in the building of data
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digital.ahrq.gov/sites/default/files/docs/20130913-health-it-enabled-quality-measurement-presentation-slides.pdf
September 13, 2013 - Elements, Data Capture, and Tools to Process
Unstructured Data (e.g., Natural Language Processing) … , data elements,
and the processes for capturing and storing data elements
is important … Stakeholders made the
following recommendations:
▪ Standardize data definitions
and data elements … Data Capture/Tools to Process Unstructured Data
AHRQ Encourages Nominations for Future EHP Reports … Data Access, Sharing, Aggregation, and Integration
Data Access, Sharing, Aggregation, and Integration
-
digital.ahrq.gov/sites/default/files/docs/hit-eqm-slides-091313.pdf
September 13, 2013 - Elements, Data Capture, and Tools to Process
Unstructured Data (e.g., Natural Language Processing) … elements
Standard approaches and faster
cycle time is desired
14
Data Elements and Data … Stakeholders made the
following recommendations:
▪ Standardize data definitions
and data elements … Data Capture/Tools to Process Unstructured Data
AHRQ Encourages Nominations for Future EHP Reports … Data Access, Sharing, Aggregation, and Integration
Data Access, Sharing, Aggregation, and Integration
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digital.ahrq.gov/sites/default/files/docs/publication/r21hs021008-sockolow-final-report-2014.pdf
January 01, 2014 - data files. … with data on paper because the data is more
easily readable and accessible. … nurses to document,
rejected Medicare billing data, and Medicare revenue data. … due to poor data quality
resulting from data entry errors. … the vendor’s data schema and the meaning of the data.
-
digital.ahrq.gov/sites/default/files/docs/publication/r21hs021780-casarett-final-report-2014.pdf
January 01, 2014 - Methods: Patient data were extracted from the electronic medical records of 12 hospices in the
CHOICE … Warehouse data reside on a secure server that is managed by Suncoast
Solutions. … Key data elements included demographic data, indicators of illness severity (e.g. … Data sources
All data were collected from the EMRs of participating hospices. … Creation of Data Use Agreements with all participants in the CHOICE network
B.
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017017-logan-final-report-2009.pdf
January 01, 2009 - • Safe methods for transmission of a Limited Data Set of patient data from practice sites,
consistent … • Experienced research staff to maintain data quality and perform data analysis. … Communication software on a frequent basis exports data as a Limited Data Set to
the CORI data center … data to discrete options. … of data must be specified.
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digital.ahrq.gov/ahrq-funded-projects/bettering-lives-utilizing-electronic-systems-blues-project-improving-diabetes/annual-summary/2011
January 01, 2011 - This resulted in a significant difference in the way the data was pulled between the two test sites. … Therefore, activities in 2011 focused on re-running the data and correcting the data issue with this … Meanwhile, the team was conducting the background work to prepare for the data analysis and looking at … Once the data issue was resolved, data analysis was conducted relatively quickly and manuscript development … The project revealed some inherent difficulties in collecting data in order to evaluate the impact of
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digital.ahrq.gov/sites/default/files/docs/page/laboratory-exchange-meeting.html
December 01, 2006 - Linkage of data and data accuracy
e. Security, privacy, and confidentiality
f. … or source of data. … certain clinical data to
the RHIO, thereby making the data available to other EHRs. … and access
rights to laboratory data. … Linkage of data and data accuracy
Each of the AHRQ
and NHIN initiatives is working actively on
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digital.ahrq.gov/principal-investigator/zikmund-fisher-brian
May 30, 2017 - for Patients
Systematic Design of Meaningful Presentations of Medical Test Data … Systematic Design of Meaningful Presentations of Medical Test Data for Patients - Final Report. … for Patients
Optimizing the Presentation and Visualization of Health Data for … 3:00pm
Presenters discussed methods for presenting meaningful displays of medical test result data … Systematic Design of Meaningful Presentations of Medical Test Data for Patients
Description
-
digital.ahrq.gov/ahrq-funded-projects/virtual-continuity-and-its-impact-complex-hospitalized-patients-care/annual-summary/2011
January 01, 2011 - , have made it infeasible to collect survey data from this group, since informed consent, required for … this data to be collected and linked to clinical data, cannot be obtained. … Pre-intervention study data being collected by the EMR have made it infeasible to collect survey data … data. … Therefore, this aim was retired because the absence of pre-post data for comparisons and low numbers
-
digital.ahrq.gov/sites/default/files/docs/page/final-eqm-report-6-21-12.pdf
May 01, 2012 - Structured Data 11
Strategies To Extract Unstructured Data 12
Innovative Strategies for Integrating … Capturing and Integrating Data - Determin-
ing approaches for data capture, extraction, and
integration … • Determining data elements and strategies for
capturing and integrating data for ambulatory safety … • Demonstrating the ability of interoperable electronic
data systems to provide data for measures of … Data
Strategies To Extract Unstructured Data
Innovative Strategies for Integrating
Data From Multiple
-
digital.ahrq.gov/sites/default/files/docs/publication/r21hs022578-kharrazi-final-report-2015.pdf
January 01, 2015 - Evidence suggests this can be accomplished by increased discharge data
timeliness, data completeness … (d) Data
privacy and access issues were limiting factors to access the full spectrum of HIE data. … data sources 34. … New types of data: The new types and sources of HIE data are simultaneously a challenge and an advantage … (e.g., CRISP),
claims, and EHR data – training will incrementally add various data sources to measure
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digital.ahrq.gov/sites/default/files/docs/publication/BarrierstoMeaningfulUseAppendixA.pdf
January 01, 2010 - (sex, race/ethnicity,
date of birth, preferred language)
More than 50% of patients’ demographic data … recorded as structured data
Record vital signs and chart changes (height,
weight, blood pressure … of patients 2 years of age or older
have height, weight, and blood pressure recorded
as structured data … to
immunization registries or immunization
information systems
Perform at least one test of data … to
public health agencies
Perform at least one test of data submission and
followup submission (
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digital.ahrq.gov/ahrq-funded-projects/interactive-preventive-health-record-iphr-promote-patient-centered-care/annual-summary/2010
January 01, 2010 - This involves the analysis of data in the EMR, utilization data from MyPreventiveCare, and data collected … of the calendar year, were in the process of the combined EMR and survey data analysis. … The team created a detailed and extensive protocol to address data discrepancies (i.e. when EMR data … The project staff are focused on qualitative data collection and quantitative data analysis. … data, which is currently being written up for publication.
-
digital.ahrq.gov/sites/default/files/docs/page/ahrq-lab-meeting-summary.pdf
December 01, 2006 - LINKAGE OF DATA AND DATA ACCURACY........................................................... 20
E. … the data available to other EHRs. … Linkage of data and data accuracy
Each of the AHRQ and NHIN initiatives is working actively on means … to link and report
data accurately. … Linkage of data and data accuracy
e. Security, privacy, and confidentiality
f.
-
digital.ahrq.gov/ahrq-funded-projects/accessing-cutting-edge-implementing-technology-transform-quality-se-kern/annual-summary/2009
January 01, 2009 - centers (RHCs) and two provider offices, enabling these practices to electronically collect patient data … As of August 2009, the EKCITA HIE contained a significant amount of patient data, including encounter … data for 59,711 patient visits, 4,532 radiology reports, and 1,318,747 laboratory observations. … Despite the large amount of data in the system, utilization has been light to date. … A total of 26 patients have given active consent for their data to be viewed through the HIE.