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  1. effectivehealthcare.ahrq.gov/sites/default/files/pdf/cancer-pancreas_research-protocol.pdf
    August 09, 2013 - However, the tumor-based data will be separated from the patient-based data because they measure different … Data Abstraction and Data Management Data will be abstracted using Microsoft Excel. … For questions on test accuracy, data on accuracy directly address the question, so those data will be … STATA® Data Analysis and Statistical Software. … Was there duplicate study selection and data extraction? 6.
  2. effectivehealthcare.ahrq.gov/sites/default/files/pdf/mgmt-hnhc-patients-protocol.pdf
    November 07, 2019 - In the end, we will present a summary of the data and syntheses of the evidence and our conclusions … Health System and Provider-Level Interventions At the health system and clinician levels, data can be … Data Abstraction and Data Management As with systematic reviews, a wide range of documents can be relevant … A second member of the team will review all data abstractions for completeness and accuracy. … Data gathering for realist reviews: Looking for needles in haystacks.
  3. effectivehealthcare.ahrq.gov/sites/default/files/pdf/diabetes-foot-ulcer-amputation-prevalence_research.pdf
    February 01, 2011 - , and lower extremity amputation among Medicare beneficiaries, 2006 to 2008 Diabetic Foot Ulcers Data … years of age was last estimated by the Centers for Disease Control and Prevention (CDC) using 2008 data … http://www.cdc.gov/diabetes/statistics/prev/national/figbyage.htm Data Points • #1 • Prevalence of … National Diabetes Data Group. Diabetes in America. Vol. 2. … Data Points #1 (prepared by the University of Pennsylvania DEcIDE Center, under Contract No.
  4. effectivehealthcare.ahrq.gov/sites/default/files/related_files/cer-204-obesity-disposition-comments.pdf
    December 01, 2017 - Rather, it was designed to describe the types of data and data sources. … For example, census data and traffic data may come in with different spatial units, which makes linking … data difficult. … Regarding the quality of data sources, we did provide an Appendix with the data sources that are highest … meeting criteria for a data system—and are most useful for researchers.
  5. effectivehealthcare.ahrq.gov/sites/default/files/pdf/nursing-home-safety_research-protocol.pdf
    July 22, 2015 - self-reported data by the indigenous NH staff. … In many studies, MDS data are compared to other publicly-available data such as: NH self- reported staffing … Methods Data Collection A. … The data from the published literature will be extracted into data collection forms, presented in an … Nursing Home Data Compendium 2013 Edition: Department of Health & Human Services2013. 3.
  6. effectivehealthcare.ahrq.gov/sites/default/files/related_files/hro-protocol.pdf
    January 01, 2023 - components were observed: developing leadership; supporting a culture of safety; building and using dataData Extraction Data will be extracted by a single reviewer. … To streamline data extraction, we will sort eligible studies by specific PSP (if the report covers … Data Synthesis Selected data will be compiled into evidence tables and synthesized narratively. … Data Extraction Risk of Bias Assessment Data Synthesis Analysis of Subgroups or Subsets Registration
  7. effectivehealthcare.ahrq.gov/sites/default/files/related_files/mhs4-computerized-cds-protocol.pdf
    May 08, 2023 - second reviewer at the title and abstract screening stage, as described below in the section on Data … Last year of data used in analysis 2015 or later for original research 6 Study Parameter … To streamline data extraction, we will sort eligible studies by specific PSP (if the report covers … Strategy for Data Synthesis Selected data will be compiled into evidence tables and synthesized narratively … Strategy for Data Synthesis Selected data will be compiled into evidence tables and synthesized narratively
  8. effectivehealthcare.ahrq.gov/sites/default/files/pdf/transparency-tympanostomy_research-protocol.pdf
    September 02, 2016 - Arguably the best way to obtain empirical data on the prevalence and impact of information bias (and … Empirical analyses of prospective registry data can inform on the time between study completion and … efforts to incentivize pediatric research, only modest impact has been made to increase available data … For newly found studies, we will record additional data and assess their risk of bias. … in light of additional study data identified via registry searches.
  9. effectivehealthcare.ahrq.gov/sites/default/files/related_files/acs-pci-adjunctive-devices_disposition-comments.pdf
    March 01, 2012 - to make conclusions while the observational data was provided as supplemental information. … We felt the definitions were consistent enough to permit pooling of data. … Peer Reviewer #3 Executive Summary Why some data were qualitatively synthesized? … We have used the exact terminology as the data source. … Secondly, the large majority of data were within the STEMI population and very little if any data were
  10. effectivehealthcare.ahrq.gov/sites/default/files/related_files/atrial-fibrillation-ablation_disposition-comments.pdf
    October 01, 2010 - Here are some examples of missing data: Example #1 – Missing Data: The A4 study. … the way the authors analyzed the data did not fit the framework. … These data should be included. … lab used to verify accuracy of the data. … Although these data have not yet been published in peer-reviewed form, important safety data from this
  11. effectivehealthcare.ahrq.gov/sites/default/files/related_files/app-e-opioid-chronic-pain-surveillance-report-3.xlsx
    January 01, 2021 - Were Outcome Assessors and/or Data Analysts Blinded to the Exposure Being Studied? … Did the Article Report Attrition or Missing Data? … Is There Important Differential Loss to Followup or Overall High Loss to Followup or Missing Data?
  12. effectivehealthcare.ahrq.gov/sites/default/files/pdf/diabetes-glucose-control_research.pdf
    July 01, 2010 - The data, from i3Innovus, includes pharmacy claims and inpatient and outpatient services. … Data The study employed healthcare utilization data collected by i3Innovus, an Ingenix company (Eden … The data set is called Ingenix LabRx® and contains data from UnitedHealthcare which has beneficiaries … specified in our data request. … Identifying persons with diabetes using Medicare claims data.
  13. effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/impact-healthcare-algorithms-racial-ethnic-disparities-March-2.pdf
    May 15, 2023 - professor at the University of Texas Who We Want to Become: Ethical AI/Algorithms NIMHD Goals in Data … science and cloud computing • Utilize social determinants of health and population science big data … Shah, MBBS, PhD Professor of Medicine and Biomedical Data Science Chief Data Scientist, Stanford Healthcare … Health & Health Equity to develop a performance evaluation framework on de- identified data (2014-15 … ► Researchers: Push federal regulatory bodies to make data from algorithm developers available.
  14. effectivehealthcare.ahrq.gov/sites/default/files/related_files/cancer-pancreas_executive.pdf
    September 01, 2014 - , but pretreatment imaging data were considered. … Data Criteria a. … However, we separated the tumor- based data from the patient-based data because they measure different … Data Abstraction Duplicate abstraction of comparative accuracy data was used to ensure accuracy. … Furthermore data on the importance of this risk relative to the data obtained from these tests is unknown
  15. effectivehealthcare.ahrq.gov/sites/default/files/related_files/hypertension-pulmonary-arterial_disposition-comments.pdf
    April 25, 2013 - We therefore sought data on the accuracy of noninvasive estimates of hemodynamics as well as data on … We therefore sought data on the accuracy of noninvasive estimates of hemodynamics as well as data on … , or data on mortality. … , or data on mortality. … (i.e. lumping de novo tratment data with add-on treatment data for a given drug).
  16. effectivehealthcare.ahrq.gov/sites/default/files/related_files/cer-254-rural-telehealth-app-e.xlsx
    January 01, 2021 - Were Outcome Assessors and/or Data Analysts Blinded or Are Primary Outcomes Unlikely To Be Biased (i.e … Outcome Assessors and/or Data Analysts Blinded or Are Primary Outcomes Unlikely To Be Biased (i.e. … No or Only Small Amounts of Missing Data? If Missing Data, Was it Handled Appropriately? … Missing data excluded. … No or Only Small Amounts of Missing Data? If Missing Data, Was it Handled Appropriately?
  17. effectivehealthcare.ahrq.gov/sites/default/files/related_files/pneumonia-antibiotic-treatment_disposition-comments.pdf
    November 24, 2014 - As suggested later, perhaps VAP data should have been evaluated separately from HAP and HCAP data. … We looked for studies which were based on individual data for patients. … We looked for studies which were based on individual data for patients. … Overall Conclusion: theoretical data is not supported by current clinical data. … These data on VAP could be extrapolated to patients with HAP and HCAP.
  18. effectivehealthcare.ahrq.gov/sites/default/files/pdf/hypertension-drugs-utilization_research.pdf
    January 25, 2011 - drug classes among Medicare beneficiaries with hypertension, 2007 to 2009 Cardiovascular Issues Data … Utilization of antihypertensive drug classes among Medicare beneficiaries • #8 • Data Points 5 DATA … The use of these data was covered under a project-specific data use agreement with the Centers for … The data used were current through June 2010. … Data Points #8 (prepared by the University of Pennsylvania DEcIDE Center under contract no.
  19. effectivehealthcare.ahrq.gov/sites/default/files/pdf/cancer-drugs-utilization_research.pdf
    January 01, 2011 - products among Medicare beneficiaries, by diagnostic cancer subchapter, 2006-2009 Anticancer Biologics Data … The use of these data was covered under a project-specific data use agreement with CMS. … EDB data through April 2010 were queried. … CWF data from January 1, 2005, through April 9, 2010, were queried. … PDE data from January 2006 through April 2010 were queried.
  20. effectivehealthcare.ahrq.gov/sites/default/files/pdf/dementia-databases-methods_research.pdf
    May 01, 2008 - Methods Data Data were derived from the Medicare Current Beneficiary Survey (MCBS) for 2002. … from the Minimum Data Set (MDS). … of data, and preparation of manuscript. … Study concept and design, acquisition of data, analysis and interpretation of data, and preparation … Study concept and design, acquisition of data, analysis and interpretation of data, and preparation

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