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digital.ahrq.gov/ahrq-funded-projects/value-health-information-exchange-ambulatory-care/annual-summary/2009
January 01, 2009 - Any health IT-based application requires appropriate data, and it is rare that all required data are … To measure the value of making data available from the HIE, access to these data was randomly allocated … Claims data were used to measure any reduction in charges that result from the intervention. … In addition, a prominent health care payer will provide clinical data and lay the foundation for changes … Data extraction and analysis was the major activity in 2009.
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digital.ahrq.gov/sites/default/files/docs/page/09-0071-EF_1.pdf
June 01, 2009 - The types of data involved in HIE may
include demographic data and patient medical history, data on … uses of data. … accuracy and completeness of their data
because these data sources essentially “own” the data. … ,
problems with data generation, and data misuse. … theft, data mismanagement, data generation
and data misuse
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digital.ahrq.gov/ahrq-funded-projects/defining-barrierssolutions-collecting-quality-performance-measures/annual-summary/2009
January 01, 2009 - However, inexperience with comparative data analysis, unfamiliarity with or limited access to information … Two practices utilized automated queries of data; the remaining practices utilized manual data collection … As a result, most practices were able to gather and analyze data and spend time brainstorming ways to … practices did not have the necessary expertise in systematic collection and analysis of performance data … collection tasks, and time for interpretation of data.
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digital.ahrq.gov/ahrq-funded-projects/enhancing-self-management-t2dm-automated-reminder-and-feedback-system/annual-summary/2010
January 01, 2010 - The software receives data downloaded through the glucometer interface; interprets the measures; matches … During the year, significant effort was dedicated to data cleaning, coding, and analysis. … Statisticians reviewed the data files to merge and reconcile data recorded by the glucometers and data … Additionally, statisticians started to look at differences between the data collected from the Veteran … The trial has been completed and data have been collected and cleaned.
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digital.ahrq.gov/ahrq-funded-projects/visualdecisionlinc-real-time-decision-support-behavioral-health/annual-summary/2012
January 01, 2012 - Thus, supplementing clinical guidelines with data on treatment response from patients sharing similar … In 2011, the research team built a database to maintain and clean patient data from the electronic medical … In collaboration with psychiatrists, the data were evaluated to identify a set of similarity attributes … Specific Aims:
Develop and validate expert-driven, guideline-driven, and data-driven attribute sets … All data views were designed to work in coordination so that any change in one view triggers automatic
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs018865-wood-final-report-2015.pdf
January 01, 2015 - captured in the HIE: We matched KeyHIE data with EPIC data,
and with hospital bills from the four KBC … Timing of Data Collection
Data analysis was planned to occur at multiple points during the five year … research, precise data reporting would be jeopardized.
6. … purposes, and no other KeyHIE members provided
billing data … An all-
payer claims database with identifiable data (for linking with HIE data) is one possible solution
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs022110-windle-final-report-2019.pdf
January 01, 2019 - optimized data representation. … The library metaphor is used to review clinical data and the building of different
views of the data … Persistence of key data, the ability to review raw data
and images, and facilitation of processes to … Clinical encounter dataflow
deconstructed into components of data collection, data synthesis, data storage … , and data
retrieval.
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digital.ahrq.gov/sites/default/files/docs/publication/uc1hs015431-brooks-final-report-2007.pdf
January 01, 2007 - quarters of data (6 months). … current data by
having a longer period of time for data analysis. … facilities claims data. … Verifying data quality
before and after the use of the Data Quality Analyst© for processing and
data … data.
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digital.ahrq.gov/funding-mechanism/maintain-and-expand-healthcare-cost-and-utilization-project-hcup-2006-2011
January 01, 2011 - (HCUP) 2006 - 2011
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/ahrq-funded-projects/conversational-information-technology-it-better-safer-pediatric-primary-care/annual-summary/2010
January 01, 2010 - The system gathers personal health data and counsels parents before scheduled visits, integrates the … data with the physician’s electronic health record (EHR), and offers personalized followup assessment … Parent-entered data are shared with the child’s primary care provider (PCP) via the EHR, where data are … The hospital’s clinical data warehouse continues to deliver appointment and medication data into the … Providers can review the data provided by parents and determine whether to accept the information to
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs020909-dixon-final-report-2017.pdf
January 01, 2017 - Data Collection
Using a concurrent mixed methods design, data collection was conducted during the three … Evaluation Strategy
Evaluation Data Collected Tool/
Method
Data Collection Analysis
Construct … Analysis; S: Clinician Surveys
Quantitative Data Collection
The following data were collected at … The next step, data transformation, involved either conversion of quantitative data into narrative
data … Collection
Quantitative Data Collection
Qualitative Data Collection
Data Analysis
Data Analysis
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digital.ahrq.gov/2019-year-review/research-dissemination/ahrq-funded-researchers-disseminate-findings-high-impact-journals
January 01, 2019 - Vimla Patel and Jason Adelman, explore broadening the use of EHR audit log data, a subset of data that … In addition to auditing access to health information regulated by HIPAA, audit log data can be a valuable … The authors propose a framework for the potential use of such data, highlighting the topics supported … by audit log data research, such as safety, effectiveness, patient-centered data, timeliness, efficiency … , and equitable data review.
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digital.ahrq.gov/ahrq-funded-projects/evaluation-and-integration-automatic-fall-prediction-system/annual-summary/2010
January 01, 2010 - This instrument will also be used to collect the 12-month prospective fall data. … Fractal D data was collected on 60 subjects. … The team anticipates completing data collection in June 2011 with the targeted 50 subjects. … Future tasks will focus on data collection and analysis. … The 35 participants collectively generated more than 11 million positional data points.
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digital.ahrq.gov/ahrq-funded-projects/electronic-prescribing-and-electronic-transmission-discharge-medication-lists/annual-summary/2010
January 01, 2010 - Data cleaning and analysis are complete for the first three periods and in progress for the fourth. … Data from the first set of interviews have been analyzed and a manuscript has been submitted. … Data from the second round of interviews are being assessed and a manuscript will be developed. … Data cleaning is concurrent with data collection. … Data cleaning and analysis is in progress for all three studies.
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs017205-davidson-final-report-2010.pdf
January 01, 2010 - If additional
data is required, how can the EHR and/or templates assist in
collecting the data? … of data transmitted to the QIS? … Define how the data might be abstracted and aggregated for data analysis.
5. … Data Quality Assessments—Site 2. Data quality assessments have not yet been completed. … Data Quality Assessments—Site 3. Site 3 states that there were no issues with data quality.
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digital.ahrq.gov/sites/default/files/docs/citation/healthitandlabordersimplementationhandbook.pdf
November 01, 2011 - A data warehouse was developed to enable more robust data analysis and reporting at the
provider, health … , the ability
of the system to accept this data without need for separate data entry is an important … The Alliance then developed
a clinical data warehouse to aggregate all necessary data elements into … • Identifying outside sources of data (such as laboratory test data) and constructing
necessary … Ability of the data warehouse to aggregate, monitor, and feed data back to the
organization.
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digital.ahrq.gov/ahrq-funded-projects/barriers-meaningful-use-medicaid/annual-summary/2010
January 01, 2010 - , and the Health Resources and Services Administration, will provide guidance on the research plan, data … collection design and implementation, data analysis, and the final report recommendations. … to, technical assistance that could be made available to Medicaid providers. ( Upcoming )
Provide data … collection instruments, preparations for clearance for data collection from the Office of Management … Pilot testing will be completed in January 2011 with data collection for the main study anticipated to
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digital.ahrq.gov/ahrq-funded-projects/using-it-improve-quality-cardiovascular-disease-cvd-prevention-and-management/annual-summary/2010
January 01, 2010 - Target Population: Adults, Chronic Care * , Heart Disease
Summary: Data … from electronic medical records (EMRs) have the potential to far surpass claims data and other secondary … data sources in the quality of results they make possible in nearly every area of health services research … Data for the study were collected over an 11-year period by two Kaiser Permanente organizations covering … Data extraction, analysis and documentation of results were the major focus of activities during this
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digital.ahrq.gov/ahrq-funded-projects/using-precision-performance-measurement-conduct-focused-quality-improvement/annual-summary/2010
January 01, 2010 - : Adults, Chronic Care * , Diabetes, Heart Disease, Hypertension
Summary: Measures that utilize data … collected for administrative use, such as billing data, inevitably have inaccuracies at the individual … for not providing care as part of point-of-care clinical decision support reminder systems, improve data … Data are extracted from the EHR every month to assess changes in the primary outcome: the proportion … Further preparation of the data for the time series studies continued beyond the end of the year.
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digital.ahrq.gov/sites/default/files/docs/citation/evaluation-stage-3-meaningful-use-pa-ut-final-report.pdf
February 01, 2015 - Abt staff analyzed these data to identify and quantify emerging
themes, revising the data collection … These policies may
apply to data that is considered hypersensitive or federally protected, such as data … One partner has implemented algorithms to distinguish specially
protected data from other data fields … retrieval to find relevant data. … from other HIPAA-protected data for selective sharing; enable retrieval
of specific documents or data