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  1. effectivehealthcare.ahrq.gov/sites/default/files/pdf/registry-of-patient-registries_research-2012-2_1.pdf
    January 01, 2012 - Data Sources. Not applicable. Methods. … Other registries are ongoing data collection programs that may provide data for multiple studies or … may link with other data sources to facilitate new investigations. … that utilize the registry data and other data as well. … of data elements (e.g., are common data elements collected?)
  2. effectivehealthcare.ahrq.gov/sites/default/files/related_files/documentation-burden-protocol.pdf
    July 26, 2023 - Data Collection: A. … DistillerSR® will be used to create data extraction forms and facilitate data extraction. B. … ONC Data Brief no. 35. … Data Collection: A. … Data Organization and Presentation: A. Information Management B. Data Presentation IV.
  3. effectivehealthcare.ahrq.gov/sites/default/files/related_files/mhs-iv-nv-hap-protocol.pdf
    August 05, 2024 - Data Extraction Information will be organized according to the review and contextual questions, and … Recent work found Claude to be more accurate in data extraction than human extractors though noted … Data Synthesis Selected data will be compiled into evidence tables and synthesized narratively. … Data extraction for evidence synthesis using a large language model: A proof-of-concept study. … Inclusion and Exclusion Criteria for the Review Question Literature Searches Study Screening Data
  4. effectivehealthcare.ahrq.gov/sites/default/files/pdf/ehc-presentation-quantitative-synthesis-learning-objectives-recommendations.pdf
    July 01, 2019 - • For study-level aggregated binary data and count data, use of a generalized linear mixed effects … Chapter 10: Analysing data and undertaking meta-analyses. … Meta-analyses of safety data: a comparison of exact versus asymptotic methods. … Chapter 10: Analysing data and undertaking meta-analyses. … Different effects for different data types Recommendations for �Chapter 3.
  5. effectivehealthcare.ahrq.gov/sites/default/files/related_files/lifecycle-assessment-protocol.pdf
    August 23, 2023 - objective quantitative data. … Data Collection: A. … • Are there new sources of information and/or data? … Data Organization and Presentation: A. … LCA data quality: sensitivity and uncertainty analysis.
  6. effectivehealthcare.ahrq.gov/sites/default/files/methodsguidenorris_060420101.pdf
    June 01, 2010 - valid and useful data to help address CER questions. … available RCT data. … If RCT data are sufficient to answer the key questions about benefit or the balance of benefits and … of the data, and selective underreporting of data.26 There are data to suggest that selective outcome … For example, databases that combine data from hospitalization databases, vital registries, claims data
  7. effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-guidance-observational-studies_methods.pdf
    June 01, 2010 - valid and useful data to help address CER questions. … available RCT data. … If RCT data are sufficient to answer the key questions about benefit or the balance of benefits and … of the data, and selective underreporting of data.26 There are data to suggest that selective outcome … For example, databases that combine data from hospitalization databases, vital registries, claims data
  8. effectivehealthcare.ahrq.gov/sites/default/files/related_files/patient-monitoring-systems-protocol.pdf
    July 01, 2023 - purpose of this rapid review, we focus on electronic patient monitoring systems that scan patient data … a second reviewer at the title and abstract screening stage, as described below in the section on Data … To streamline data extraction, we will sort eligible studies by specific PSP, and focus on extracting … Data Synthesis Selected data will be compiled into evidence tables and synthesized narratively. … Extraction Risk of Bias Assessment Data Synthesis Analysis of Subgroups or Subsets Registration
  9. S89 (pdf file)

    effectivehealthcare.ahrq.gov/sites/default/files/s89.pdf
    October 01, 2007 - Conclusions: Real-time surveillance combining dynamic data files, aggregation of data, and sequential … available data should be used in every analysis. … historical data and estimates critical values based on a Poisson distribution. … this type of data. … We believe that real-time surveillance systems combin- ing dynamic data files, aggregation of data, and
  10. effectivehealthcare.ahrq.gov/sites/default/files/pdf/pelvic-pain_research-protocol.pdf
    February 16, 2011 - Developing Data-Collection Forms. … data synthesis. … Data Extraction and Data Management Retrieving and Reviewing Articles. … We have elected not to extract surgical harms data because these data, which would be garnered from … and other data provided.
  11. effectivehealthcare.ahrq.gov/sites/default/files/related_files/public-reporting-cost-measures_disposition-comments.pdf
    March 05, 2015 - The APCDs are positioned to supply the comprehensive data consumers want. d. … Or is it a subset, Medicare only, Medicaid only, private payer data only, etc.? … That is, was the data for the full population or some subset? … There is also limited funding for data collections and presentation of data; it has taken almost 30 … Reviewer #2 Methods Resource use data.
  12. effectivehealthcare.ahrq.gov/sites/default/files/related_files/effect-dietary-digestible.pdf
    January 01, 2021 - DRI) for carbohydrates was last released in 20051 and in the decades since, interest and available dataData Abstraction and Data Management At the beginning of data abstraction, we will develop a standardized … A second reviewer will review data extraction and resolve conflicts. … DistillerSR will also be used to create data extraction forms and facilitate data extraction. D. … Data Abstraction and Data Management D. Assessment of the Risk of Bias of Individual Studies E.
  13. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/registry-of-patient-registries_research-2014.pdf
    January 01, 2014 - data that would be useful for describing registries are not collected. … all data elements for registries. … The OMF will need to use a controlled process for collecting new data and reviewing the data for completeness … , the completeness of the entry (Are all relevant data included?) … data collection through the OMF.
  14. effectivehealthcare.ahrq.gov/sites/default/files/related_files/cer-262-pharmacotherapy-alcohol-summary.pdf
    November 01, 2023 - Collection of adverse events data was notably inconsistent across studies. … Neither ondansetron nor prazosin had adequate data to assess harms. … For most serious harms, there was insufficient data to determine comparative rates of adverse events … Rockville, MD: 2021. https://www.samhsa.gov/data/ 5. … https://www.samhsa.gov/data/ https://www.samhsa.gov/data/report/2020-nsduh-detailed-tables https://www.samhsa.gov
  15. effectivehealthcare.ahrq.gov/sites/default/files/related_files/high-cholestorol-medications_disposition-comments.pdf
    March 10, 2010 - However, count data or time to event data were not a common enough reported outcome to be considered … Then on page 34, "if relevant cross-over data were not available, only pre-crossover data was extracted … If not, how do use data in synthesis for such studies? … We were informed on July 15 that the data base was closed and that any data submitted would not be … Instead, data from Stein 2004 is combined with data from trials in which statin monotherapy is compared
  16. effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/methods-guide-inclusion-nonrandomized-studies.pdf
    September 01, 2022 - purposes, such as electronic health records, patient registries, administrative data, claims data, … Various Data Sources for NRSIs In NRSIs, data sources vary and can include (1) routinely collected … , and (2) customized data, such as study-specific visit data and patient-generated data, e.g., from … data are used. … Various Data Sources for NRSIs 9.
  17. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/methods-guide-inclusion-nonrandomized-studies.pdf
    September 01, 2022 - purposes, such as electronic health records, patient registries, administrative data, claims data, … Various Data Sources for NRSIs In NRSIs, data sources vary and can include (1) routinely collected … , and (2) customized data, such as study-specific visit data and patient-generated data, e.g., from … data are used. … Various Data Sources for NRSIs 9.
  18. effectivehealthcare.ahrq.gov/sites/default/files/related_files/mhs4-opioid-stewardship-protocol.pdf
    July 01, 2023 - a second reviewer at the title and abstract screening stage, as described below in the section on DataData Extraction To efficiently identify studies that meet the eligibility criteria, we will distribute … To streamline data extraction, we will sort eligible studies by specific PSP (if we find studies that … Strategy for Data Synthesis Selected data will be compiled into evidence tables and synthesized narratively … Extraction Risk of Bias (Quality) Assessment Strategy for Data Synthesis Analysis of Subgroups or
  19. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/white-paper-lung-cancer.pdf
    August 01, 2021 - This variation reduces the utility of registries, making it difficult to compare, link, and aggregate data … Electronic Health Record (EHR) data often will not contain all the requisite components of an outcome … Each website has a specific, unique purpose, and data representations vary, so while there are some … direct comparisons with similar use cases, there are also important differences both in terms of data … , such as data collected from an EHR or billing system.
  20. effectivehealthcare.ahrq.gov/sites/default/files/related_files/evidence-map-hcbs-protocol.pdf
    July 27, 2023 - Data Collection: A. … Data Organization and Presentation: A. … DistillerSR® will be used to create data extraction forms and facilitate data extraction. B. … Data Collection: A. … Data Organization and Presentation: A. Information Management B. Data Presentation IV.

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