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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017022-hazlehurst-final-report-2010.pdf
January 01, 2010 - Warehoused EMR data typically represent an incomplete view of care delivered,
and data from different … data systems and reduces their data management burden. … Data Sources
Our primary data source was the ambulatory electronic medical record, which captures … and it must
be possible to extract them from clinical data the data warehouse. … The data pipeline begins with extracts from the data warehouse of each
EMR system.
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digital.ahrq.gov/sites/default/files/docs/citation/r18hs017060-weiss-final-report-2011.pdf
January 01, 2011 - Methods: Main Study: There were three data collection phases: Follow-up data from patients
obtained … Data Collection with No Automation and No Feedback. … CDNA was used for scheduling the calls, storing the data and preparing the report. … as descriptive data in some cases. … to produce a single data set.
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digital.ahrq.gov/ahrq-funded-projects/harnessing-health-information-technology-prevent-medication-induced-birth/annual-summary/2010
January 01, 2010 - Data from the following sources were collected to inform the study: 1) data abstracted from the electronic … The data from these sources were merged to permit assessment of the CDS across control and intervention … Data analysis and manuscript writing were the primary focuses for the research team in 2010. … In preliminary analyses of the EMR data, two important issues were identified. … In 2011, the team will complete further analyses of the EMR data that incorporate information provided
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digital.ahrq.gov/ahrq-funded-projects/electronic-prescribing-and-decision-support-improve-rural-primary-care-quality/annual-summary/2010
January 01, 2010 - DrFirst Rcopia integrated within the Meditech/LSS Data Systems Medical EMR and Practice Management Suite … To examine whether patient prescription adherence improves, medical claims data and the e-prescribing … The project team is collecting data, and the program evaluator and biostatistician have begun analysis … The current focus of the project is on sustaining the intervention, and collecting and analyzing data … As such, the pharmacists who are required to perform minimal prescription data entry perceive a greater
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digital.ahrq.gov/ahrq-funded-projects/conducting-measurement-activities-health-information-technology-initiative/annual-summary/2010
January 01, 2010 - This project identified the most appropriate and feasible methods of collecting data on national performance … After clarifying constructs and assessing the availability and quality of data, selected measures were … The project team completed data analysis on the reduction in medication errors due to CPOE, the adoption … This estimate was combined with data from peer-reviewed studies and medication order volume data from … The data shows that CDS use is high in ambulatory settings where it is available.
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digital.ahrq.gov/ahrq-funded-projects/electronic-support-public-health-vaccine-adverse-event-reporting-system/annual-summary/2010
January 01, 2010 - Support for Public Health (ESP) project, an automated system using electronic medical record (EMR) data … ready-made platform for automatically converting clinical, laboratory, prescription, and demographic data … and algorithms to identify important adverse events related to vaccinations in ambulatory care EMR data … Patient data are available from Epic System? … Synthetic and real test data have been generated and successfully transmitted between Harvard Pilgrim
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digital.ahrq.gov/ahrq-funded-projects/bettering-lives-utilizing-electronic-systems-blues-project-improving-diabetes/annual-summary/2010
January 01, 2010 - Data is centralized from different databases to combine information related to patient demographics, … Various data analysis methods are being used to measure the progress toward attaining the project aims … This discovery prompted a more strenuous review of the data, which identified the exact number of charts … Those charts were collected by year’s end and the data were entered into the database. … Subsequently, the database was reviewed by the co-investigator and the data were cleaned again.
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digital.ahrq.gov/ahrq-funded-projects/evaluation-and-integration-automatic-fall-prediction-system/annual-summary/2012
January 01, 2012 - and a measure of movement variability called Fractal D path tortuosity (Fractal D), derived from MTS data … a standardized fall-incident assessment that was also used to collect the 12-month prospective fall data … Work proceeded on secondary analyses of this data. … A 1-year no-cost extension was used to collect and analyze additional data. … to make these data available to researchers nationwide.
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digital.ahrq.gov/sites/default/files/docs/publication/r01hs015175-weissman-final-report-2007.pdf
January 01, 2007 - We used data on paid medical and
pharmacy claims data coupled with data from the e-prescribing vendor … Data Sources/Collection. … Data Sources/Collection. … Data Sources/Collection. … Data Sources/Collection.
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digital.ahrq.gov/sites/default/files/docs/page/Electronic%20Prescribing%20Using%20A%20Community%20Utility%20-%20The%20ePrescribing%20Gateway_0.pdf
January 31, 2007 - Data Sources/Collection
See Study Design for Aim 1 data collection. … Error – dispensing data differed from prescribing data in either the product
dispensed or Sig field … provider to
transmit the patient data that is on file with the data source. … restrictions related to the data sources, readiness of pharmacies to contribute data,
restrictions … from the data provider to the data consumer and
recommend its use under Medicare Part D ePrescribing
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digital.ahrq.gov/ahrq-funded-projects/state-and-regional-demonstrations-health-information-technology/annual-summary/2010
January 01, 2010 - The MidSouth eHealth Alliance (MSeHA or the Alliance) implemented and evaluated a regional data-sharing … Its data-sharing agreements, policies, and operating committee infrastructure have been adapted by more … Project Objectives:
Facilitate the exchange of clinical data elements among providers in a three-county … Clinicians began accessing HIE data in emergency departments in May 2006 and later obtained access on … centralization, privacy considerations, and data sharing provisions.
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digital.ahrq.gov/ahrq-funded-projects/enabling-sleep-apnea-patient-centered-care-internet-intervention/annual-summary/2010
January 01, 2010 - The team used the ResMed-developed Restraxx Data Center (RDC), a Web site that obtains data from the … The objectively-measured adherence data from the RDC will be transmitted to both patient and provider … The team organizes the data provided by the RDC into user-friendly pieces of information which are then … The team continued to work on cleaning the CPAP data. … data aggregated.
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs022728-zhou-final-report-2018.pdf
January 01, 2018 - Free-text data
was retrieved from the Partners clinical research data repository. … Comparing ADRs in EHR Data to Social Media Data
Large databases of clinician reported (e.g., allergy … Our objective was to compare electronic
health record data and social media data to better understand … This pilot study explored a large repository of electronic health record data
and social media data … in
clinical data; n = 23,408 potential ADRs accessible in social media data).
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digital.ahrq.gov/sites/default/files/docs/page/AHRQ%20NRC%20Time-Motion%20Study%20Tool%20Guide_0.pdf
June 01, 2005 - ................................................................................... 3
2.2 Opening Data … From this task list,
researchers can develop a data collection form that standardizes data capturing … This data collection form will drive any customization
required for this time and motion tool. … The TblObserver table contains a list of all observers who will enter data for the study. … the data editing functions.
4
2.2 Opening Data Entry Screen
This screen should pop up whenever
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digital.ahrq.gov/ahrq-funded-projects/online-counseling-enable-lifestyle-focused-obesity-treatment-primary-care/annual-summary/2012
January 01, 2012 - intervention into routine primary care delivery at all participating sites and collecting outcomes data … The study team gathered data for the primary outcome (body weight change) in 272 of the 377 participants … (72.1 percent) with a very narrow data collection window of 1 year +/- 2 weeks. … The data analysis window is 1 year +/- 30 days. … data for the cost-effectiveness analysis was extracted digitally by the software vendor.
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digital.ahrq.gov/ahrq-funded-projects/using-health-information-technology-practice-redesign/annual-summary/2012
January 01, 2012 - direct observation, patient and staff interviews, surveys of staff and patients, artifact and spatial data … The data collection and analysis activities will be guided by the study’s theoretical framework that … for specific care coordination work activities derived from observations, interviews, and collected data … collection activities, and draft data collection tools. … The data analysis plan provides a summary of the study components and outlines the planned methodology
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digital.ahrq.gov/sites/default/files/docs/reducing-provider-burden-slides-012518.pdf
January 25, 2018 - Data on VTE process and
outcomes [survey, observation]
3. … Summary of data coding quality in terms of intercoder agreement across dual-coded visits. … Collection
Data Collection
Data Collection
Data Collection
Data Collection
Data Analysis
Results … –Task Demands -Pooled data
Results –Task Demands -Abnormal vs. … No-show
Results –Subjective Workload-Pooled data
Results –Physiological Workload-Pooled data
Results
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digital.ahrq.gov/sites/default/files/docs/citation/k01hs021531-ancker-final-report-2018.pdf
January 01, 2018 - for research purposes, and data analysis methods. … Data were analyzed using grounded theory and thematic
analysis. … In this retrospective cohort study, 3 years of patient data (including clinical data and patient
portal … such as lab reports over patients’ self-tracked data. … collected smartphone data to
resolve an important data question in RA.
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digital.ahrq.gov/ahrq-funded-projects/hie-and-ambulatory-test-utilization/annual-summary/2011
January 01, 2011 - Quality Health Network (QHN), a regional HIE that started providing data exchange to Mesa County in 2005 … However, they were able to recover several "never-adopters" by reviewing these data. … In writing and running the SAS code for the descriptive analysis of data, the team also discovered an … Since then, a simple descriptive analysis of the data has been completed, as has the initial work on … Next steps will include finalizing the data analysis of the effects of health information exchange on
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digital.ahrq.gov/ahrq-funded-projects/knowledge-engineering-decision-support-osteoporosis/annual-summary/2010
January 01, 2010 - Specifically, the investigators will use electronic and survey data to create a new risk-stratification … the Medical SAS Dataset (all inpatient and outpatient services provided to veterans), the Corporate Data … The model incorporates outcome data from the Medical SAS dataset for fractures that were treated within … The team developed and submitted their request for the Medicare data and are awaiting approval. … density screenings are predictive of fracture risk, they are not codified anywhere in the electronic data