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digital.ahrq.gov/population/it-staff
January 01, 2023 - Advancing Population and Public Health Reporting and Outcomes with Vaccination Data … Advancing Population and Public Health Reporting and Outcomes with Vaccination Data Exchange (APPROVE … Project Name
Advancing Population and Public Health Reporting and Outcomes With Vaccination Data … Advancing Population and Public Health Reporting and Outcomes With Vaccination Data … surveillance of vaccine-preventable diseases, with findings indicating increased efficiency in both data
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digital.ahrq.gov/health-care-theme/interoperability
January 01, 2023 - Advancing Population and Public Health Reporting and Outcomes With Vaccination Data … Exchange (APPROVE)
Description
This study aimed to improve data exchange between public health … and clinical care information systems, and across public health itself, to enhance data-informed decision … surveillance of vaccine-preventable diseases, with findings indicating increased efficiency in both data … making tool that increases appropriate screening for lung cancer, as a SMART on FHIR app that pulls data
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digital.ahrq.gov/sites/default/files/docs/implementation/Porter.ppt
June 16, 2021 - Capture
Data validation
Data integration
Correct actions based on evidence and knowledge
Information … Now let's act on their data and help! … Now let's act on their data and help! … Now let's act on their data and help! … Now let's act on their data and help!
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digital.ahrq.gov/ahrq-funded-projects/standardization-and-automatic-extraction-quality-measures-ambulatory-electronic/annual-summary/2009
January 01, 2009 - Automated data extraction was also done for comparison. … accurate in reporting the quality measure results as recorded in data fields. … Those measures were used for comparison to the automated data extraction method. … Automated data extraction relied heavily on documentation queries or data fields for additional requirements … as another strategy for reporting PQRI data.
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs028563-final-report-galarraga-2023.pdf
January 01, 2023 - The highest ROCAUC for the primary data was 0.659 for a model trained on
clinical EHR data features … Five cross-fold validation was used for training on 80% of the data. … The highest ROCAUC for the primary data was 0.659 for
a model trained on clinical EHR data features … PRAUC was 0.182 and 0.334 for HS1 and HS2 test data, respectively. … Table 10: Test performance of 9-day ED return model results on HS1 and HS2 test data
Test data ROCAUC
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digital.ahrq.gov/population/public-health-worker
January 01, 2023 - Advancing Population and Public Health Reporting and Outcomes with Vaccination Data … Advancing Population and Public Health Reporting and Outcomes with Vaccination Data Exchange (APPROVE … Project Name
Advancing Population and Public Health Reporting and Outcomes With Vaccination Data … Advancing Population and Public Health Reporting and Outcomes With Vaccination Data … Exchange (APPROVE)
Description
This study aimed to improve data exchange between public health
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digital.ahrq.gov/sites/default/files/docs/citation/r13hs029275-final-report-gisondi-2023.pdf
January 01, 2023 - Panel Discussion: “The Data Revolution”
Speakers: Andrew A. … community, as well as the use of data science to build the social
phenotype. … Workgroup
Domain Research Questions
Data Science 1. … How can we evolve best
practice for data quality: Data standardization? Managing missing data? … Panel Discussion: “The Data Revolution”
4.
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digital.ahrq.gov/organization/lehigh-valley-hospital
January 01, 2023 - Year of Survey
2013
Data Flow & Clinical Outcomes in a Perinatal Continuum of … Care System - 2012
Principal Investigator
Levick, Donald
Project Name
Data Flow … & Clinical Outcomes in a Perinatal Continuum of Care System
Data Flow & Clinical … Continuum of Care System - 2011
Principal Investigator
Levick, Donald
Project Name
Data … Flow & Clinical Outcomes in a Perinatal Continuum of Care System
Data Flow &
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digital.ahrq.gov/ahrq-funded-projects/ehr-based-screening-tool-support-safe-discharges-covid-19-patients-emergency-department
September 29, 2023 - ED clinicians need to make fast decisions around patient dispositions, often with limited data. … Prospectively validate a COVID-19 ED return screening tool, CERST, using real-time data. … and the University of North Carolina Health, along with regional health information exchange (HIE) data … such data can significantly boost ML’s predictive power in this domain. … The research also highlighted the benefits of using HIE data to predict post-discharge events across
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digital.ahrq.gov/dhr-20/ahrq-digital-healthcare-research-program-milestones-achievements
January 01, 2023 - Early efforts in health information exchange (HIE) that set the stage for nationwide data sharing. … Ongoing initiatives to integrate patient-generated data and improve clinical decision support. … interoperability , the second on management of individual health data . … These reports would guide the field for how to support and advance a national health data architecture … and outcomes AHRQ published Integrating Patient-Generated Health Data into Electronic Health Records
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017048-schneider-final-report-2011.pdf
January 01, 2011 - approaches (the hybrid of claims data and medical record review and the claims
data only). … electronic quality measurement data and claims data respectively. … different data sources. … with measures results calculated using claims data, paper medical
records, survey data or other data … to test the
hypothesis that the HIE data maintain fidelity with the EHR data.
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digital.ahrq.gov/sites/default/files/docs/citation/ahrq_cedar_final_project_report_2023.pdf
January 01, 2023 - data discovery
through the representation of
data in a formal, structured
way. … when the data
become unavailable
I1: (Meta)data
use formal,
accessible,
shared, and
broadly … = no data usage license
provided
3 = full data usage license
documentation
R1.2:
(Meta)data are … Sci Data 3, 160018 (2016). … October 10, 2012.
13 AHRQ Data Resources. https://www.ahrq.gov/data/resources/index.html/.
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs019023-mane-final-report-2014.pdf
January 01, 2014 - Exploration of Data-‐driven Approach to Identify and Display Data -‐ (Aim 1, Aim 2) ..... 5
5.5. … Data Cleaning & Formatting
We addressed multiple data quality issues (e.g., data element misspellings … , missing
data, data integration problems, etc.) before we could use the data to design the VDL
application … Exploration of Data-‐driven Approach to Identify and Display Data -‐ (Aim 1, Aim 2)
a. … all other data views to reflect the filtered data.
5.11.
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digital.ahrq.gov/sites/default/files/docs/page/the-personal-health-partner-using-health-information-technology-to-promote-better-pediatric-primary-care.pdf
June 16, 2021 - PHP
also interfaces with the provider’s electronic health
record (EHR) system, making the child’s data … Parent-reported data are reviewed by the
child’s provider who confirms or updates these data
prior … Providers can
refer to the data to inform upcoming well-child visits
and clinical decisionmaking. … -
matic speech recognition to converse with parents
and gather health data. … Providers can
review the data, confirm or update them as needed,
and then accept the data collected
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digital.ahrq.gov/sites/default/files/docs/citation/cedar_environmental_scan.pdf
April 01, 2023 - “The Fair Guiding Principles for Scientific Data Management
and Stewardship,” Sci Data 3, 160018 (2016 … • Data models and data schemas describe how a repository organizes artifact data, which is
vital … | Data Science at NIH. … Sci Data 7, 144 (2020). … • First Data Bank National Drug Data File (FDB NDDF).
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digital.ahrq.gov/ahrq-funded-projects/value-health-information-exchange-ambulatory-care
January 01, 2023 - Ambulatory Setting
Health Care Theme
Interoperability
Clinical data … Due to the fragmentation of the Nation's health care system, these clinical data are fragmented and not … Health information exchange (HIE) is the term used to describe efforts to aggregate clinical data for … This economic model was modified to support its use on a regional basis and then validated using data … carrying out a randomized controlled trial of HIE in the ambulatory setting by delivering clinical data
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digital.ahrq.gov/organization/james-bell-associates
January 01, 2023 - James Bell Associates
Use of Dense Display of Data and Information Design … Project Name
Use of Dense Display of Data and Information Design Principles in Primary Care Health … Care Information Technology Systems
Use of Dense Display of Data and Information … goal of the project is to establish a foundation and action agenda for the use of the dense display of data
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digital.ahrq.gov/ahrq-funded-projects/integrated-closed-loop-feedback-system-pediatric-cardiometabolic-disease
January 01, 2023 - 01/2015 - 04/30/2018
Technology
Mobile App
Text Messaging
Patient-Generated Health Data … A wearable wristband was developed to collect objective health data in real time and upload the data … then offers automatic clinical feedback regarding cardiometabolic risk behaviors based on the health data … as follows: Develop an integrated closed-loop feedback system that incorporates longitudinal mHealth data … wearable wristband sensor, mobile application, and a website were developed to collect and measure data
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digital.ahrq.gov/ahrq-funded-projects/evaluation-ahrqs-time-pressure-ulcer-program/annual-summary/2011
January 01, 2011 - set (MDS) data will provide the data needed to assess the effectiveness of the On-Time program for reducing … data. … The study team has linked census data to the MDS using facility-provided resident identifiers. … recruitment, data sources and data collection, analytic file construction), and baseline description … Analysis of the data continues and final details of the analytic model are under discussion.
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs024001-oreskovic-final-report-2019.pdf
January 01, 2019 - on the parent’s mobile phone, which in turn uploads the data to the remote
data server. … The first data form is
the raw data that is uploaded from the sensor band. … The activity algorithm processes this data to return the
transition data. … Daily
Data
Daily
Transition
Data
Behavior
Data
Merging
Algorith
Activity
Parser
Transition … Sample Data
Below are sample data demonstrating transition state data collected using the wearable