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digital.ahrq.gov/ahrq-funded-projects/improving-population-health-through-enhanced-targeted-regional-decision-support/annual-summary/2012
January 01, 2012 - Health information exchanges (HIEs) are an emerging source of health care and clinical data that can … be used to facilitate information-sharing and improve data quality. … The research team will evaluate the quality and feasibility of the supplemental data. … information, and additional relevant clinical data. … Data analysis will be ongoing in 2013.
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/category
January 01, 2023 - For example, tools such as flowcharts are a means of "process mapping", checklists are a "data collection … " tool, histograms provide "data display and organization" information, and focus groups are a source … Data Collection
Data Display and Organization
Idea Generation
Problem Solving
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digital.ahrq.gov/ahrq-funded-projects/improving-population-health-through-enhanced-targeted-regional-decision-support/annual-summary/2011
January 01, 2011 - As clinical data is captured increasingly in electronic form, there is potential for more comprehensive … Health information exchanges (HIEs) are an emerging source of health care and clinical data that can … be used to facilitate information-sharing and data quality. … The research team will evaluate the quality and feasibility of the supplemental data. … information, and additional relevant clinical data.
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs024537-sockolow-final-report-2020.pdf
January 01, 2020 - This list is available as static data (a paper or scanned copy) or structured electronic data. … We refer to the combined data set of CCD and Common Clinical Data Set as the CCD/S. … data transcription. … would use these data. … Documentation of hospital data as ICD-codes and HHC data as OASIS data would facilitate data com-
munication
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digital.ahrq.gov/ahrq-funded-projects/amia-health-policy-conference-series/annual-summary/2012
January 01, 2012 - The 2012 AMIA Health Policy Invitational Meeting, “Health Data Use, Stewardship and Governance: Ongoing … to meet challenges posed by new and emerging sources of health data. … Use of these data, however, must be accompanied by caution for patient privacy and data security. … Additionally, data users must be aware of data quality issues when using patient data beyond its original … different stakeholders have different data needs and priorities.
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digital.ahrq.gov/ahrq-funded-projects/massachusetts-quality-e-measure-validation-study/annual-summary/2010
January 01, 2010 - This project is evaluating the readiness of structured EHR data to support ambulatory clinical quality … with medical record review; and 2) a “claims-only method,” based upon claims data aggregated across … The data used for this grant are being collected and aggregated as part of the Massachusetts eHealth … Massachusetts Health Quality Partners is developing EHR-based quality measure specifications and data … Data-use agreements were finalized and executed with the two participating health plans.
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digital.ahrq.gov/sites/default/files/docs/page/6_StakeholderMeetingDiscussionGuide_1.pdf
June 16, 2021 - RHIOs (receiving data)
Scenario:
The RHIO in your region wants to access patient identifiable data … )
Hospital marketing department (receiving data)
Local company (purchasing data from marketing … Health care provider (transmitting data to public health)
Public health department (receiving data … from provider, providing data to
government agencies)
Law enforcement (receiving data)
Government … data)
State public health department (receiving data, sending data for program
eligibility)
Scenario
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digital.ahrq.gov/sites/default/files/docs/page/6_StakeholderMeetingDiscussionGuide_0.pdf
June 16, 2021 - RHIOs (receiving data)
Scenario:
The RHIO in your region wants to access patient identifiable data … )
Hospital marketing department (receiving data)
Local company (purchasing data from marketing … care provider (transmitting data to public health)
Public health department (receiving data from … to public health and lab, receiving
data on follow up/eligibility)
State laboratory (receiving data … )
State public health department (receiving data, sending data for program
eligibility)
Scenario
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digital.ahrq.gov/sites/default/files/docs/publication/action-qi-cds-tool-specifications.pdf
June 16, 2021 - The data mart and report contain data through the end of the previous
day. … Data Model and Data Definition
This section will show the general data model used to directly source … Therefore, patient
data will split
across multiple
units and only
data pertaining to
the patient … Therefore, patient data will
split across multiple units and only data
pertaining to the patient’s … Model and Data Definition
The QI-CDS Tool / Report
Data Element Description
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digital.ahrq.gov/sites/default/files/docs/page/Frisse.ppt
June 08, 2005 - & manages data transformation
Mapping of Data
Parsing of Data
Standardization of Data
Queue Management … Data is published from data source to the exchange
Participation Agreement
Patient Data
Secure Connection … Resolution
Data Integrity
Entities are responsible for managing their Data
Data bank compiles and … - Demographics
- Lab
- Orders �
Publish Data�
Publish Data�
Publish Data�
Publish Data�
Link
1�
Link … Publish Data
Pu
blish Data
P
ublish D
ata
Printer
FAX
Server
Web
User
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digital.ahrq.gov/sites/default/files/docs/survey/cccn-online-registry.pdf
June 16, 2021 - .%�2%')3429��53%2�).4%26)%73�3526%9�15%34)/.3
This survey addresses the data entry portion of using … Office Workflow
1) Who updates the registry with current visit data? … Yes
No
4) Does entering data for the diabetes registry fit into current workflow processes at your … Data Entry and Use
1) Who adds and/or deletes patients from the registry? … Data Entry and Use
C. Accessibility
D. Office Computer Setup
B. Computer Experience
G.
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digital.ahrq.gov/ahrq-funded-projects/project-echo-hepatitis-c-ambulatory-care-quality-improvement-new-mexico-through/annual-summary/2011
January 01, 2011 - 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 … (Ongoing)
Create search tools that program personnel can use to extract data for monitoring data quality … (Ongoing)
Develop a system that automatically uploads laboratory data from TriCore. … It is now possible to obtain a subset of data from the database to develop outcome studies.
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digital.ahrq.gov/ahrq-funded-projects/project-echo-hepatitis-c-ambulatory-care-quality-improvement-new-mexico-through/annual-summary/2012
January 01, 2012 - 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 … Laboratory data is being uploaded automatically into patients’ electronic health records. … (Ongoing)
Create search tools that program personnel can use to extract data for monitoring data quality … (Achieved)
Develop a system that automatically uploads laboratory data from TriCore.
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digital.ahrq.gov/sites/default/files/docs/citation/health-it-research-priorities-to-support-health-care-delivery-system-of-future.pdf
October 19, 2014 - Big Data Analytics. … Some challenges include data quality, data standardization,
interoperability, data privacy, workflow … Systematic errors introduced through data entry and data documentation practices affect data
quality … data. … in an open-data platform.
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digital.ahrq.gov/sites/default/files/docs/page/Zimmerman.ppt
June 09, 2005 - HLN Consulting, LLC
Initial MPI Data Sharing Partners
RI Department of Health’s KIDSNET (already … sharing data with providers)
RI Department of Health’s Clinical laboratory system (beginning to share … pipeline;
Rhode Island Health Center Association’s patient registry/data warehouse (administrative/ … related needs:
accurate, consistent, reliable,
uniform data definitions,
consistent/standardized … feasibility of data sharing
Data sharing partners ranked their data elements according to criteria
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digital.ahrq.gov/2019-year-review/research-spotlights/pro-highlight-ahrq-advances-use-patient-reported-outcomes-improve
January 01, 2019 - These data can yield insights into health status, function, symptom burden, adherence, health behaviors … Despite these benefits, PRO data are not routinely collected or used in clinical practice. … Data-element and data-capture standards could enable PRO assessments to be conducted and easily shared … OBERD is a web-based app used in MedStar Health orthopedic practices to collect PRO PF data. … adoption or meaningful data use.
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017094-mccolm-final-report-2009.pdf
January 01, 2009 - Data Sources/Collection
Data sources for quality measures have been standardized into fields within … In order to capture all of the data necessary for reporting the measures, these types of data fields … data fields. … Data was validated by IHM by
comparing extracted data elements and case volumes against internal CMH … Set and Data Flow.
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digital.ahrq.gov/ahrq-funded-projects/using-evidence-based-nursing-practices-and-electronic-health-record-decision/annual-summary/2010
January 01, 2010 - The other report displayed retrospective data about fall prevention care and fall event details that … Project Objective:
Design, build, and implement CDS tools that were populated with data extracted … warehouse has been delivering appointment and medication data into the team's SQL Server database. … sources, near-real time, with accurate and complete data capture. … together, saving time and improving data quality, but leaders found no time to use the tool.
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digital.ahrq.gov/sites/default/files/docs/publication/p20hs015295-size-final-report-2005.pdf
January 01, 2005 - Assess participants’ readiness for EHR implementation and data exchange;
3. … • Benefits of data exchange infrastructure accrue to larger communities
o Santa Barbara Data Exchange … less than 100 physicians)
“there is little difference between enterprise-data access and regional data … sit outside the EHR vendor space (such as the Santa Barbara County Data
Exchange). … exchange standards for useful data interoperability.
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digital.ahrq.gov/sites/default/files/docs/citation/ahrq-step-up-app-challenge-final-report-2020.pdf
January 01, 2020 - In other words, PRO data
come from patient self-assessments and look beyond the clinical data to assess … the issue that data are not collected in a standardized manner. … Insights from data must be relevant to actions the
provider and patient can take. … , of which PROs are only one data element within a larger
system … solution allowing providers to easily access
and consume the PRO data in the EHR.