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  1. digital.ahrq.gov/principal-investigator/munson-sean
    January 01, 2023 - Principal Investigator Munson, Sean Project Name Sharing Patient Lifelog Data With the … Principal Investigator Munson, Sean Project Name Sharing Patient Lifelog Data With the … Principal Investigator Munson, Sean Project Name Sharing Patient Lifelog Data With the … Principal Investigator Munson, Sean Project Name Sharing Patient Lifelog Data With the … Principal Investigator Munson, Sean Project Name Sharing Patient Lifelog Data With the
  2. digital.ahrq.gov/principal-investigator/phillips-robert
    January 01, 2023 - Principal Investigator Phillips, Robert Project Name Trial of Aggregate Data Extraction … Principal Investigator Phillips, Robert Project Name Trial of Aggregate Data Extraction … for Maintenance of Certification and Raising Quality Trial of Aggregate Data … Trial of Aggregate Data Extraction for Maintenance of Certification and Raising Quality - Final Report … for Maintenance of Certification and Raising Quality Trial of Aggregate Data
  3. digital.ahrq.gov/sites/default/files/docs/publication/action-qi-cds-training.pdf
    June 16, 2021 - These data are extracted and used to populate individual and aggregate data into the report template … Specify desired Unit, Quarter, & Year Data Element Definitions • There are many data elements … • Each data element brings in unique information and should not be taken at face value. … A “Definition Key” document has been created to define each data element. … data, observation, focus group, and survey data.
  4. digital.ahrq.gov/sites/default/files/docs/citation/AppendixF_HIT_Hazard_Manager_Beta_Test.pdf
    June 16, 2021 - Quality” Data coded incorrectly or confusingly 4 “Data Quality” Human error- faulty update of provider … file 1 “Data Quality” Data linked to wrong user 1 “Data Quality” Information documented on wrong patient … 1 “Data Quality” Data sent to wrong provider 1 “Data Quality” Incorrect documentation of provider … on record 1 “Data Quality” Incorrect information displayed 1 “Data Quality” Wrong result for given … test 1 “Data Quality” Incorrect display of patient information, data integrity maintained 1 “Data
  5. digital.ahrq.gov/ahrq-funded-projects/united-states-health-information-knowledgebase-ushik
    January 01, 2023 - Amount $4,628,579 Principal Investigator(s) Penoza, Chuck Organization Data … USHIK serves as the kernel for metadata registry support for various health care data initiatives and … Providing Support for External Agencies: State All-Payers Metadata: Loading data element information … Currently, metadata from the ASC X12 5010 data set is included, as well as data from the National Council … Agency for Healthcare Research and Quality. https://www.ahrq.gov/data/ushik.html.
  6. digital.ahrq.gov/technology/public-health-reporting-system
    January 01, 2024 - Project Name Advancing Population and Public Health Reporting and Outcomes With Vaccination Data … 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
  7. digital.ahrq.gov/health-it-tools-and-resources/health-information-security-and-privacy-collaboration-toolkit
    January 01, 2023 - Data Collection Templates ( XLS , 88 KB) This Excel file reproduces the data fields completed by the … in each of the fields in the data collection template. … Understanding these guidelines prior to collecting data will help ensure the efficiency of the data collection … process, limiting the need to retrieve missing data. … By comparing collected data with these examples of complete and useful data early in the assessment process
  8. digital.ahrq.gov/principal-investigator/selby-joe
    January 01, 2023 - Principal Investigator Selby, Joe Project Name Feedback of Treatment Intensification Data … Principal Investigator Selby, Joe Project Name Feedback of Treatment Intensification Data … Reduce Cardiovascular Disease Risk Feedback of Intensifying Treatment (FIT) Data … Feedback of Intensifying Treatment (FIT) Data to Reduce Cardiovascular Disease - Final Report. … to Reduce Cardiovascular Disease Risk Feedback of Treatment Intensification Data
  9. digital.ahrq.gov/principal-investigator/holve-erin
    January 01, 2023 - Principal Investigator Holve, Erin Project Name AcademyHealth Electronic Data Methods … Forum (EDM) for Comparative Effectiveness Research AcademyHealth Electronic Data … AcademyHealth Electronic Data Methods Forum for Comparative Effectiveness Research - Final Report. … Principal Investigator Holve, Erin Project Name AcademyHealth Electronic Data Methods … Methods Forum (EDM) for Comparative Effectiveness Research Description The Electronic Data
  10. digital.ahrq.gov/program-overview/directors-corner
    June 01, 2025 - Healthcare Ecosystem Our goal is to support an interconnected digital healthcare ecosystem that harnesses data … from many sources (including directly from patients), synthesizes those data using tools like AI, and … , such as patient generated health data, data from electronic health records, patient-reported outcomes … (e.g., how well patients are coping with chronic illness in their daily lives), genomic data, and social … determinants of health data.
  11. digital.ahrq.gov/sites/default/files/docs/clinical-care-slides-10142020.pdf
    October 14, 2020 - of Electronic Health Data 9 Structured data Mr. … Big Data? … What is Big Data? … rich source for research and data mining • 80% of health data is unstructured Big Data in Healthcare … What are Big Data?
  12. digital.ahrq.gov/principal-investigator/cohen-deborah-jill
    February 22, 2022 - Deborah Jill Transforming Healthcare through Patient-Generated Health Data … 30pm With the advancement of digital technologies, patients can easily collect their own health data … workflows, workforce capacity, and training to support the intake and use of patient-generated health data … Integrating Patient-Generated Health Data into Electronic Health Records in Ambulatory Care Settings: … Integrating Patient-Generated Health Data into Electronic Health Records in Ambulatory Care Settings:
  13. digital.ahrq.gov/sites/default/files/docs/page/guide-to-evaluating-hie-projects-appendix-a.pdf
    June 16, 2021 - A-4 Identifying Data Sources Identify potential data sources for your measures, and investigate what … • Who will be responsible for the data collection? • Who will lead the data analysis? … : Measure 2 - How to Collect Data: Measure 3 - How to Collect Data: Measure 4 - How to Collect … : Measure 4 - Responsible for Data Collection: Measure 1 - Lead for Data Analysis: Measure 2 - … Lead for Data Analysis: Measure 3 - Lead for Data Analysis: Measure 4 - Lead for Data Analysis:
  14. digital.ahrq.gov/ahrq-funded-projects/past-initiatives/privacy-and-security-project/health-information-security-and-privacy
    January 01, 2023 - Data Collection Templates ( XLS , 88 KB) This Excel file reproduces the data fields completed by the … in each of the fields in the data collection template. … Understanding these guidelines prior to collecting data will help ensure the efficiency of the data collection … process, limiting the need to retrieve missing data. 5. … By comparing collected data with these examples of complete and useful data early in the assessment process
  15. digital.ahrq.gov/sites/default/files/docs/citation/AppendixB_HIT_Hazard_Manager_Beta_Test.pdf
    June 16, 2021 - Manager Ontology Hazard Manager Common Formats Usability • Information hard to find • Difficult data … between real workflows and HIT • Mismatch between user mental models/expectations and HIT • Other Data … to entry of data in the wrong patient’s record • Patient information/results routed to the wrong … recipient • Discrepancy between database and displayed, printed or exported data • Faulty reference … Unpredictable elements of the patient’s record available only on paper/scanned documents • Lost data
  16. digital.ahrq.gov/ahrq-funded-projects/visualdecisionlinc-real-time-decision-support-behavioral-health
    January 01, 2023 - Project Dates 08/01/2011 - 01/31/2014 Technology Clinical Decision Support System Data … VDL was designed to improve clinical decisionmaking through the use of integrated data and knowledge … Develop a data visualization-based user interface to aid in the selection of treatment choices.  … of psychiatry data, for the design and development of the VDL. … Patient electronic health data-driven approach to clinical decision support.
  17. digital.ahrq.gov/principal-investigator/schmajuk-gabriela
    October 19, 2022 - Principal Investigator Schmajuk, Gabriela Project Name Incorporating PRO Data Into RA … Principal Investigator Schmajuk, Gabriela Project Name Incorporating PRO Data Into RA … Principal Investigator Schmajuk, Gabriela Project Name Incorporating PRO Data Into RA … Principal Investigator Schmajuk, Gabriela Project Name Incorporating PRO Data Into RA … Incorporating PRO data into RA Clinical Encounters using Health-IT (PACT) – Final Report.
  18. digital.ahrq.gov/principal-investigator/overby-casey-l
    January 01, 2023 - Electronic Health Record-linked Decision Support for Communicating Genomic Data - Final Report … Electronic Health Record-linked Decision Support for Communicating Genomic Data - Final Report. … Project Name Electronic Health Record-linked Decision Support for Communicating Genomic Data … Project Name Electronic Health Record-linked Decision Support for Communicating Genomic Data … Project Name Electronic Health Record-linked Decision Support for Communicating Genomic Data
  19. digital.ahrq.gov/sample-questions-answers-0
    January 01, 2023 - Estimates for costs were based on data taken from the Santa Barbara County Data Exchange, a regional … network designed to exchange health data within Santa Barbara County, CA. … Secondary data were taken from the 2000 U.S. … Interoperability : The model assumes a brokered peer-to-peer architecture in which data were exchanged … Based on cost data from the Santa Barbara County Data Exchange ($35,000-$55,000 per facility) authors
  20. digital.ahrq.gov/program-overview/research-stories/continuous-predictive-analytics-monitoring-improve-care-risk
    January 01, 2023 - Optimizing Care Delivery for Clinicians Subtheme: Using Real-Time Digital Healthcare Data … hospitals monitor patients and data, including vitals and labs, Dr. … The tool integrates data streams of rapidly changing health information to predict and communicate risk … With the data visualization, your eyes are really meant to be drawn to this patient.” … warehouse, such as continuous cardiorespiratory monitoring data.

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