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www.ahrq.gov/data/resources/index.html?page=5
Data Resources
The Agency for Healthcare Research and Quality (AHRQ) offers practical, research-based … ‹ previous
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Systematic Review Data … Repository™
The Systematic Review Data Repository is a powerful and easy-to-use tool for the extraction … and management of data for systematic review or meta-analysis. … It is also an open and searchable archive of systematic reviews and their data.
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www.ahrq.gov/data/resources/index.html?page=0
Data Resources
The Agency for Healthcare Research and Quality (AHRQ) offers practical, research-based … Indicators of which data source identified the health system and health system identification numbers … in the originating data source. … The CAHPS Database (formerly known as the National CAHPS Benchmarking Database) is the repository for data … Database offers products and services that include comparative benchmark results, custom analyses, and data
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www.ahrq.gov/talkingquality/measures/setting/hospitals/databases.html
January 01, 2023 - Databases Used for Hospital Quality Measures
Hospital data are available from a myriad of sources … planning or health data organizations at the state level, departments of health, and Federal agencies … Many hospital quality measures are created using hospital administrative discharge data. … These data sets provide information on:
Patient demographics.
Diagnoses.
Procedures. … the data collection efforts of State data organizations, hospital associations, private data organizations
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www.ahrq.gov/data/visualizations/sick-leave-prevalence.html
September 01, 2021 - This visualization uses data from the 2017 Medical Expenditure Panel Survey to estimate paid sick leave
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www.ahrq.gov/data/visualizations/treatment-fh-mfd.html
October 01, 2023 - The data are organized by intervention category (pharmacologic, supplement, behavioral intervention). … Select options from the dropdown menus to choose which data to display. … Hover over data points for additional information. This visualization is best viewed on a desktop.
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www.ahrq.gov/research/findings/final-reports/iomracereport/reldata1.html
April 01, 2018 - link these data to measures of quality. … Lack of understanding why data are collected. … Addressing the Legality and Understanding the Purposes of Data Collection
The collection of data is … The report recommends the protection of all uses of health data by all users under a framework of data … may be complicated by challenges in capturing sufficient data and in linking available data from disparate
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www.ahrq.gov/research/findings/final-reports/ssi/ssi3.html
April 01, 2018 - All of the data from Intermountain Healthcare was collected from data contained in the Enterprise Data … All the other data elements listed in the common data list (and the eight other data elements available … Description of Denver Health data. Data were available in the warehouse. … Description of Vail data. Data are available via an EMR system (CERNER). … the total knee replacement data, 95 percent of the CABG data, and all of the appendectomy data.
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www.ahrq.gov/practiceimprovement/delivery-initiative/ihs/chapter1.html
December 01, 2017 - Care Delivery Data Project. … The data mart includes 4 consecutive years of data (fiscal years [FY] 2007-2010) from three primary sources … We provide an overview of the data infrastructure development process, specific data files, and data … Once the data mart was created, the data were used to conduct analyses for each project goal. … Lessons learned and suggestions for data enhancements and potential future uses of the data are addressed
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www.ahrq.gov/hai/cusp/cauti-interim/cauti-interim3.html
July 01, 2013 - The three phases, including corresponding data collection periods, are baseline (three data collection … Units must submit process data directly into the Care Counts database, but outcome data may be entered … This table represents the expected data provided in the July 15, 2013, data extract. … This table represents the expected data provided in the July 15, 2013, data extract. … for at least one of three baseline data periods and at least one post-baseline data collection period
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www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/report/apiiig.html
June 01, 2010 - Tool or Measure Set: Nevada Division of Aging Services Case File Review Form
Data Source: Data collected … Data are self-reported electronically by providers
Respondent: N/A
Mode of Data Collection: N … : Data are self-reported electronically by case managers
Respondent: N/A
Mode of Data Collection … : Administrative data generated from file reviews
Respondent: N/A
Mode of Data Collection: N/A … Source: Provider data, Consumer survey, Administrative data,
Respondent: Consumers
Mode of Data
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www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/report/apiiid.html
June 01, 2010 - : Administrative data
Respondent: N/A
Mode of Data Collection: N/A
Total Items/indicators: … Source: Assessment data collected by trained observer
Respondent: N/A
Mode of Data Collection: … most recent year's data. … States may provide required data via NCI form titled "NCI Protocol for Reporting Mortality Data", or … Source: Administrative data supplied by State
Respondent: N/A
Mode of Data Collection: N/A
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www.ahrq.gov/research/findings/final-reports/iomracereport/reldata1a.html
April 01, 2018 - Defining Categorization Needs for Race and Ethnicity Data
4. … Vital statistics data sets present a special case, since data from birth or death certificates may be … are collected, providers who collect the data, and those analyzing the data for quality improvement … Collection of data at various levels of the health care system implies that the data must be amenable … collected and transmitted health data .
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www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/report/apiiih.html
June 01, 2010 - Source: Administrative data (Client Process Monitoring System)
Respondent: N/A
Mode of Data Collection … data. … Tool or Measure Set: Oregon Department of Human Services Adult Protective Services Data
Data Source … This data is used in combination with other data sources to make assessments on quality. … on Abuse and Neglect Allegations
Data Source: Administrative data
Respondent: N/A
Mode of Data
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www.ahrq.gov/ncepcr/reports/cost-guide/methodology-options.html
February 01, 2017 - Example Data Collection Tools
Appendix B. Example Data Collection Tools (continued)
Appendix C. … and Analysis Methods
Key Considerations
Gross-Costing
Cost estimate based on aggregated data … Retrospective analysis of the costs of transformation to health care facilities or insurers
Data … Sources:
Claims data or
General ledger data spanning periods before, during, and after transformation … collection
Pre-established rapport with clinics providing data
Web-based data collection tools for
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www.ahrq.gov/sites/default/files/wysiwyg/cahps/surveys-guidance/helpful-resources/analysis/2020-instructions-for-analyzing-data.pdf
January 01, 2020 - Instructions for Analyzing Data from CAHPS Surveys
Instructions for Analyzing Data
from
CAHPS® Surveys … Data Set Structure
Each row or case in a SAS data set represents data from a unique questionnaire. … If your data set combines adult and child data and
• You will analyze the data together (macro parameter … Set permanent or temporary SAS data set.
data adult;
set in.test_cahps50;
2. … to the original data.
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www.ahrq.gov/sites/default/files/wysiwyg/pqmp/toolkits/preparing-data-for-analysis.pdf
May 15, 2017 - Preparing Data from CAHPS Surveys for Analysis
Preparing Data from CAHPS®
Surveys for Analysis
Contents … tasks to prepare the data:
• Task 1: Code and enter the data … Task 1: Code and Enter the Data
The first task is to enter the raw data into an electronic data file … A single data file should not contain data from different survey instruments. … Task 1: Code and Enter the Data
Entering Data for Multiple Survey Versions
Entering Data for Multiple
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www.ahrq.gov/sites/default/files/wysiwyg/takeheart/training/event-summary-leveraging-data-enhance-cr-program.pdf
November 12, 2020 - • Data reports and queries
Data reports and simple queries make the data you possess useful. … Without them data has little
value. … • Maximizing the value of CR program data
Examining your data can provide evidence that enhances … They are also working to incorporate registry data they
already submit to AACVPR. … Interested in Assessing Your Data Capabilities
and Working to Enhance Them?
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www.ahrq.gov/sites/default/files/wysiwyg/ncepcr/tools/PCMH/pcpf-module-15-presenting-data.pdf
September 01, 2015 - cleaning of the data.
2. … One way to clean and validate data is to manually check the data in your data collection
spreadsheets … data so they are accurate. … data. … Graphic displays of the data are extremely effective in reporting data to the QI team.
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol2/Layde.pdf
January 01, 2003 - Hospital Discharge Data
Peter M. … Injury Identification and Discharge Data
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Table 3. … files and ambulatory surgery data files to BHI. … Mary Kelly, R.N., B.S.N. played a major role in data collection. … Identifying
complications of care using administrative data.
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www.ahrq.gov/sites/default/files/wysiwyg/cahps/surveys-guidance/helpful-resources/analysis/preparing-data-for-analysis.pdf
May 15, 2017 - Preparing Data from CAHPS Surveys for Analysis
Preparing Data from CAHPS®
Surveys for Analysis
Contents … tasks to prepare the data:
• Task 1: Code and enter the data … • Task 4: Clean the data. … Task 1: Code and Enter the Data
The first task is to enter the raw data into an electronic data file … A single data file should not contain data from different survey instruments.