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digital.ahrq.gov/principal-investigator/toh-darren
January 01, 2023 - Principal Investigator
Toh, Darren
Project Name
Improving Missing Data Analysis in Distributed … Research Networks
Applying machine learning in distributed data networks for … Applying machine learning in distributed data networks for pharmacoepidemiologic and pharmacovigilance … Improving Missing Data Analysis in Distributed Research Networks - Final Report. … in distributed data networks, without sharing individual-level data, to improve data quality and research
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digital.ahrq.gov/principal-investigator/levit-katharine
January 01, 2023 - Levit, Katharine
Design of a Toolkit to Add Electronic Clinical Data … Claims Data
Design of a Toolkit to Add Electronic Clinical Data to Statewide … Hospital Administrative Claims Data
Description
This project designed the Adding Clinical … Data Toolkit to help statewide data organizations enhance the clinical content of their administrative … data.
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digital.ahrq.gov/principal-investigator/gold-jeffrey-allen
January 01, 2023 - Sex differences in electronic health record navigation strategies: secondary data … Sex differences in electronic health record navigation strategies: secondary data analysis. … Jeffrey Allen
Project Name
Electronic Health Record Solutions for Accurate Reporting of Data … Electronic Health Record Solutions for Accurate Reporting of Data on Interprofessional Intensive Care … Data omission by physician trainees on ICU rounds.
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digital.ahrq.gov/sites/default/files/docs/page/guide-to-evaluating-hie-projects-section-6.pdf
June 16, 2021 - For example, some data sources may be
difficult to access or costly, and patient data may require
informed … to opt-out of
sharing their data? … to
understand whether
stakeholders understand
what data elements
will be shared, how
these data … on five types of data
exchange. … • Is there a
central data
repository?
How are data
de-duplicated?
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digital.ahrq.gov/principal-investigator/kahn-michael
January 01, 2023 - Kahn, Michael
Enhancing Fulfillment Data in Community Practices for … Enhancing Fulfillment Data in Community Practices for Clinical Care and Research - Final Report. … Principal Investigator
Kahn, Michael
Project Name
Enhancing Fulfillment Data in Community … Practices for Clinical Care and Research
Enhancing Fulfillment Data in Community … 2012
Principal Investigator
Kahn, Michael
Project Name
Enhancing Fulfillment Data
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digital.ahrq.gov/principal-investigator/lee-joyce
January 01, 2023 - Understanding individual and collaborative problem-solving with patient-generated data … Understanding individual and collaborative problem-solving with patient-generated data: challenges and … Principal Investigator
Lee, Joyce
Project Name
Patient-Centered Data Visualizations for … Diabetes
Patient-Centered Data Visualizations for Diabetes - Final Report … Patient-Centered Data Visualizations for Diabetes - Final Report.
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digital.ahrq.gov/ahrq-funded-projects/amia-health-policy-conference-series
January 01, 2023 - Bethesda
Maryland
Project Dates
09/30/2012 - 07/31/2015
Technology
Data … Past themes have included: clinical data capture and documentation; health data use, stewardship, and … The 2012 AMIA Health Policy Invitational Meeting, “Health Data Use, Stewardship and Governance: Ongoing … Gaps and Challenges,” sought to further understanding of data use, re-use, stewardship, and governance … to meet challenges posed by new and emerging sources of health data.
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digital.ahrq.gov/medication-adherence
January 01, 2023 - sources for tracking medication adherence, but accuracy and relevance of data and data sources is still … Evaluating different forms of data collection to determine medication adherence include examining data … Associating Prescription Data with Pharmacy/Payer Data
The primary method used to determine medication … D data, timeliness of data, failed matches and patient-specific instructions. … and creating a standard tool to collect such data.
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digital.ahrq.gov/organization/thomson-reuters-healthcare-inc
January 01, 2023 - for Clinical Decision Support
Design of a Toolkit to Add Electronic Clinical Data … Claims Data
Structuring Care Recommendations for Clinical Decision Support - … to Statewide Hospital Administrative Claims Data
Description
This project designed the Adding … Clinical Data Toolkit to help statewide data organizations enhance the clinical content of their administrative … data.
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digital.ahrq.gov/principal-investigator/levick-donald
January 01, 2023 - Principal Investigator
Levick, Donald
Project Name
Data Flow & Clinical Outcomes in a … Principal Investigator
Levick, Donald
Project Name
Data Flow & Clinical Outcomes in a … Principal Investigator
Levick, Donald
Project Name
Data Flow & Clinical Outcomes in a … Principal Investigator
Levick, Donald
Project Name
Data Flow & Clinical Outcomes in a … Data Flow & Clinical Outcomes in a Perinatal Continuum of Care System - Final Report.
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digital.ahrq.gov/principal-investigator/koopman-richelle-j
October 19, 2022 - Project Name
Optimizing Display of Blood Pressure Data To Support Clinical Decision Making … Project Name
Optimizing Display of Blood Pressure Data To Support Clinical Decision Making … Optimizing Data Visualization to Improve Care
Event Date
October 19, 2022 … Use of enhanced data visualization to improve patient judgments about hypertension control. … Optimizing Display of Blood Pressure Data To Support Clinical Decision - Final Report.
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digital.ahrq.gov/sites/default/files/docs/citation/ahrq-cdspain-technical-implementation-guide.pdf
March 01, 2024 - The clinician
app has a bi-directional transmission of data to the data hub and external assessment … these data elements as resources. … architecture and data flow. … Logical Partition 2 - Data Persistence
Services contained in the data persistence layer should be responsible … EHR, like patient data and
medication data for patients.
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digital.ahrq.gov/ahrq-funded-projects/identifying-sepsis-phenotypes-associated-antibiotic-resistant-pathogens-using
August 01, 2024 - outcomes, reduce unnecessary antibiotic use, combat antibiotic resistance, and guide more precise, data-driven … vs structured data alone to predict antibiotic choice and appropriateness. … They will analyze both unstructured data, such as doctors' notes, and structured data, like lab results … By leveraging artificial intelligence to analyze EHR data, the study will identify patterns in antibiotic … Ultimately, this research has the potential to improve patient outcomes and inform data-driven healthcare
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digital.ahrq.gov/sites/default/files/docs/page/guide-to-evaluating-hie-projects-section-4.pdf
June 16, 2021 - Manual record review and data mining of administrative data are examples
of data collection methods … which you will obtain data. … The measures can be derived from your data sources
with some data manipulation or data entry/data capture … to analyze free-text data. … • Who will be responsible for data collection?
• Who will lead data analysis?
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digital.ahrq.gov/health-it-tools-and-resources/implementation-toolsets-e-prescribing/toolset-e-prescribing/tool-71-timeline-stand-alone-e-prescribing-implementation
January 01, 2023 - Assessment (PA)
Identify current prescription writing access and processes
Identify demographic data … fields of interest for extract
Define training approach
Schedule data extract teleconference dates … prior to teleconference
Coordinate needed staff for teleconference, if obtaining data directly from … practice and providers
Deliverables
Advise implementation manager:
agreed upon webex or data … of desired fields
any unusual needs, costs, complications in data conversion
Provide data design
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digital.ahrq.gov/sites/default/files/docs/citation/r03hs027006-sun-final-report-2023.pdf
January 01, 2023 - Recently, advances in data science suggest that data mining of the Electronic Health Record (EHR) … data. … data (rather than
continuous or repeated data) variables, enabling the extraction of data such as … Data Management. … data.
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digital.ahrq.gov/ahrq-funded-projects/implementing-uspstf-recommendations-breast-cancer-screening-and-prevention
January 01, 2023 - This research will use secure health data methodologies to allow the exchange of data between MammoScreen … Patient data from the EHR will be pulled into the tool so that women will not have to enter existing … data. … The data are more complex, the data are more personal. We need to protect them better. … from the EHR will be pulled into the tool, so that women will not have to enter existing data.
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs023808-grannis-final-report-2023.pdf
January 01, 2023 - across data sources. … Strategies to improve data quality often focus on data entry process improvement, data validation, and … Validating
data quality and cleaning data can improve matching accuracy by identifying specific data … Our approaches for data validation and data cleaning are
described below. … Additional Fields Data Validation Data Cleaning: Connect Minor Errors Data Cleansing: Impute Missing
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digital.ahrq.gov/principal-investigator/edmunds-margaret
January 01, 2023 - Principal Investigator
Edmunds, Margaret
Project Name
AcademyHealth Electronic Data Methods … Principal Investigator
Edmunds, Margaret
Project Name
AcademyHealth Electronic Data Methods … (EDM) Forum Second Phase
AcademyHealth Electronic Data Methods (EDM) Forum Second … AcademyHealth Electronic Data Methods (EDM) Forum Second Phase - Final Report. … among researchers and other key stakeholders who are generating the data, methods, and knowledge needed
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digital.ahrq.gov/care-setting/across-health-care-system
January 01, 2023 - Improving Missing Data Analysis in Distributed Research Networks
Description
This research … developed, refined, and assessed the validity of methods for handling missing data in distributed data … networks, without sharing individual-level data, to improve data quality and research validity. … Methods Forum (EDM) for Comparative Effectiveness Research
Description
The Electronic Data … learning and collaboration among researchers and other key stakeholders who are generating the data,