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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/statistical-process-control
January 01, 2023 - Control charts use historical data to evaluate whether current data indicate process variation is in … DETERMINE WHAT DATA is to be collected. … COLLECT AT LEAST 25 DATA POINTS. … data.
6. … Recommended Supplies/Materials
Data
Statistical or graphing software
Advantages
Data
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digital.ahrq.gov/ahrq-funded-projects/past-initiatives/state-and-regional-demonstration-projects/delaware
January 01, 2023 - Delaware
Project Overview | Data and Functionality | Technical Design … of this initiative is to facilitate the design and implementation of an integrated, statewide health data … and Functionality
DHIN is planning to exchange the following types of data:
Radiology Reports … "Data Senders" will send messages via a hub (referred to as the "DHIN Utility") to "Data Receivers." … Data is transmitted from each data sender to a data-sender-specific DataStage (cache) via existing interface
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/scatter-diagram
January 01, 2023 - The diagram is used to find a relationship between the data pairs. … Put each data pair for x and y in their respective columns. Ensure the data remains paired.
4. … PLOT THE X AND Y DATA PAIRS on the diagram. … STUDY THE SHAPE that is created by the series of data points plotted. … Reveals patterns in data.
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/de-lusignan-s-et-al
January 01, 2023 - Methods: The data quality markers used since 1992 were examined. … the data quality scores of new entrants. … markers had a significant effect on data quality. … Functions
"Data quality markers are used to ensure that only doctors supplying data that reaches specified … In total, ten data quality scores are used.
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digital.ahrq.gov/ahrq-funded-projects/design-toolkit-add-electronic-clinical-data-statewide-hospital-administrative/annual-summary/2010
January 01, 2010 - Design of a Toolkit to Add Electronic Clinical Data to Statewide Hospital Administrative Claims Data … - 2010
Project Name
Design of a Toolkit to Add Electronic Clinical Data to Statewide … Summary: As health care reform efforts increase, so does the importance of reliable and structured data … organizations to expand clinical data collection. … Toolkit, and the biggest challenges to adding this data.
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digital.ahrq.gov/ahrq-funded-projects/massachusetts-quality-e-measure-validation-study
January 01, 2023 - This project evaluated the readiness and feasibility of using EHR data for ambulatory clinical performance … in ambulatory practices in three Massachusetts communities, created an HIE, and developed a Quality Data … developed in part to enhance the ability for selective retrieval, linkage, and storage of clinical data … to a hybrid method involving a combination of aggregated claims data and medical record review. … that aggregates claims data from commercial health plans and Medicare.
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/box-and-whisker-plot
January 01, 2023 - Uses
When comparing multiple sets of data. … Find the median of the data. … Inner fences are values of separating data that are a predictable part of the distribution from data … Spread of the data: how far the hinges and fences are from the median; c. … of the data.
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digital.ahrq.gov/ahrq-funded-projects/past-initiatives/state-and-regional-demonstration-projects/utah
January 01, 2023 - Utah
Project Overview | Data and Functionality | Technical Design and … standardization of administrative health data and electronic commerce. … Funding
Agency for Healthcare Research and Quality SRD Contract ($5 million)
UHIN
Data and … The format of the data is decided by the providers sending and receiving the messages. … Data Exchange Standards Used
The project seeks to lower the barrier of participation by taking data
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digital.ahrq.gov/ahrq-funded-projects/advancing-quality-measurement-and-care-improvement-health-information-exchange
January 01, 2023 - when compared with site-specific EHR data. … Researchers retrospectively compared measures using HIE data to site-specific EHR data provided by four … site-specific data by 16 percent. … Testing concordance between data from two health data systems using kappa values. … The visit-data warehouse: enabling novel secondary use of health information exchange data.
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digital.ahrq.gov/ahrq-funded-projects/enhancing-patient-matching-support-operational-health-information-exchange
April 29, 2023 - across disparate health data sources will expand the integration of data, better research data, and … nearness comparison, and applying data standardization. … of missing data is only dependent on other observed data) significantly improved match accuracy. … Patient-Centered Data Home: A path towards national interoperability. … for incorporating missing data and field selection.
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digital.ahrq.gov/sites/default/files/docs/page/2006King_051611comp.pdf
June 16, 2021 - data to a vault … Data
Provider Vault
Patient Data
Provider Vault
Patient Data
Provider Vault
Patient Data
Regional … Publish Data
Publish Data
Publish Data
Printer
FAX
Server
Web
User
Exchange receives data & … manages data transformation
• Mapping of Data
• Parsing of Data
• Standardization of Data
• Queue Management … • Issue Resolution
• Data Integrity
• Entities are responsible
for managing their Data
Data bank
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digital.ahrq.gov/ahrq-funded-projects/standardization-and-automatic-extraction-quality-measures-ambulatory-electronic
January 01, 2023 - Using the resulting standardized data elements, CMH implemented an automated system for data extraction … Data were mapped, linked, extracted, normalized, analyzed, reported, and exported by the Institute for … Health Metrics (IHM), a quality data extraction partner. … In addition, automated data extraction relied heavily on documentation queries, and without incentives … Future studies are indicated on the use of quality measure queries, data fields, and assessments within
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digital.ahrq.gov/ahrq-funded-projects/defining-barriers-and-potential-solutions-collecting-and-reporting-quality
January 01, 2023 - Ambulatory Care Outcomes Research Network (ACORN) were asked to conduct quality performance monitoring data … How data were collected also varied, with some using manual data collection, some using automated methods … was the lack of expertise within the practice in systematic collection and analysis of performance data … Quality Performance Monitoring, Data Collection, and Reporting - Final Report. … Link:
quality-performance-monitoring-data-collection-and-reporting-final-report.pdf
(1.74 MB)
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/histogram
January 01, 2023 - graphically demonstrates the frequency with which various values of a particular variable occur in a set of data … Uses
To quickly and easily demonstrate a data set's distribution. … From the raw numbers (the data), DETERMINE THE RANGE by finding the highest and lowest values (generally … IDENTIFY AND CLASSIFY the pattern and distribution of the data set. … /learn-about-quality/data-collection-analysis-tools/overview/histogram.html
University Research Co.
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digital.ahrq.gov/ahrq-funded-projects/patient-safety-metadata
January 01, 2023 - Amount
$1,116,585
Principal Investigator(s)
Penoza, Chuck
Organization
Data … United States Health Information Knowledgebase (USHIK) is a metadata registry of health care-related data … Federal agencies which have recognized the need to maintain a long term Internet-based registry of data … duplicative data resources, and enabled information sharing among agencies. … of the Common Formats portal in USHIK during 2010 included tools to load and update Common Formats data
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digital.ahrq.gov/ahrq-funded-projects/past-initiatives/state-and-regional-demonstration-projects/colorado
January 01, 2023 - Colorado
Project Overview | Data and Functionality | Technical Design … communications technologies to enable clinicians to access patient information from other clinical data … The project is building a prototype data exchange among 4 providers. … It is not a data repository. … Data "lives" at its point of generation and is shared through CORHIO's hub (CORHIO Central) when it is
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/tolar-m
January 01, 2023 - "Caring for individual patients and beyond: enhancing care through secondary use of data in a general … Caring for individual patients and beyond: enhancing care through secondary use of data in a general … Hence data collected through EMRs is not always useful in meeting these ends. … , aimed at creating the pre-conditions for meaningful use of secondary data, has taken place. … required for meaningful use of secondary data.
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digital.ahrq.gov/ahrq-funded-projects/past-initiatives/state-and-regional-demonstration-projects/tennessee
January 01, 2023 - Tennessee
Project Overview | Data and Functionality | Technical Design … ),
Radiology results,
Dictated reports, and
Some allergy data. … Data are sometimes translated into more standardized formats (e.g., LOINC), but the original data are … Data is housed at Vanderbilt and pushed via VPN connection. … Data Exchange Standards Used
The goal is to lower the barrier of participation by taking data in whatever
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digital.ahrq.gov/program-overview/research-reports/2021-year-review/research-spotlight
January 01, 2021 - Technology and Data for Better Conversations
The common elements connecting these studies are the patient … ’s health data—whether collected via commercial wearables, patient portals, or clinical tools. … Once captured, these data must survive multiple hand-offs—from patient or caregiver to clinician, and … These hand-offs also represent a chance to augment clinical data to aid in diagnostics and care. … of their physicians manually entered the numbers in the patient’s record as unstructured, narrative data
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digital.ahrq.gov/national-webinars/optimizing-data-visualization-improve-care
January 01, 2023 - Optimizing Data Visualization to Improve Care
Event Date:
October 19, 2022 … During the webinar, expert speakers shared findings from their own research on how to best use data visualization … the development and implementation of an application that displays real-time visualizations of PRO data … Describe creation and testing of intuitive health data visualization and explain how the visualization