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Showing results for "data".

101. Disposition of Comments for Evidence Report 222 Youth Suicide Prevention (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/suicide-prevention_disposition-comments.pdf
     October 04, 2016 - suicide prevention scientists could face regarding the linkage of prevention data to data systems: … ; the lack of adequate access to data dictionaries; and, the possibility that one data system may … This data source was included as one of our identified data systems, as listed in Table H1. … for data linkage. … with external data systems.

102. Evidence-based Practice Center Systematic Review Protocol (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/ptsd-5-protocol-update-2023.pdf
     January 01, 2023 - Data Abstraction and Data Management: After studies are screened and determined to meet inclusion criteria … All study data will be verified for accuracy and completeness by a senior investigator. … DATA ABSTRACTION ELEMENTS Study Identifiers 1. Author 2. Year of publication 3. … Method for Handling Missing Data 4. Statistical Analysis Method 5. … that was finalized before unblinded outcome data were available for analysis?

103. Research White Paper Registries in Accountable Care Addendum Registries for Evaluating Patient Outcomes Third Edition (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/accountable-care-registries-guide-3rd-ed-addendum-white-paper-2018-5.pdf
     January 01, 2018 - Registries provide an approach to integrate data from multiple sources (both data collected for other … While the basic data set for registries may focus on data elements for specific measures, data that … of clinical data from their EHR system in conjunction with claims data. … Data mining of clinical data is a growing enterprise, particularly in academic medical centers. … Elements Data Sources Data Architecture and Models Registry Refinements Transforming Registry Data

104. Disposition of Comments_Technical Brief 52: Pediatric Quality Measures Program 3.0: An Evidence Map of Measures for Vision, Hearing, and Developmental Screening and Followup (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/pqmp-disposition-comments.pdf
     April 07, 2025 - Additional detail regarding the types of measures on which the data- sharing agreements provided data … Data infrastructure, data consistency, data collection, and standardization of methods and reporting … We are also aware of the differences in and difficulty of data collection and data sharing between … followup data systems. … Primary challenges in all three areas were inconsistencies in data collection and data integration

105. March 3rd Impact of Healthcare Algorithms on Racial and Ethnic Disparities in Healthcare (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/impact-healthcare-algorithms-racial-ethnic-disparities-March-3.pdf
     July 01, 2023 - representative training data. … Promote participation of women and populations with health disparities in data science 3. … University Margolis 2) Unrepresentative training data 2022 Center for Health 3) Biased training data … F2.2) Evaluate all data sets to assess inclusiveness of identified demographic groups and collect data … For example: ► Capturing smartphone data ► Integrating social and environmental data ► Supporting

106. Obesity Prevention and Control (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/obesity-research-methods_research-protocol.pdf
     February 08, 2017 - data. … Criteria to determine if a data source meets the criteria of a data system related to obesity 1 Data … coverage; data sampling; data scalability; data interoperability; data governance; data uses and functions … • Demographic data • Social data • Environmental/Geographic data • Health/Medical/Clinical data o Indirectly … o Data definitions § Has clear definitions for data fields (e.g., data dictionary) – if yes, include

107. Pharmacologic and Nonpharmacologic Treatments of Posttraumatic Stress Disorder (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/ptsd-repository-expanded-protocol.pdf
     October 24, 2019 - Standardized Data Repository, or “PTSD-Repository.” … Data Abstraction and Data Management After studies are screened and determined to meet inclusion criteria … Data Synthesis For each KQ, data will be abstracted into a detailed evidence table. … DATA ABSTRACTION ELEMENTS Data elements added to those abstracted for Technical Brief No. 327 are in … Abstraction and Data Management Assessment of Methodological Risk of Bias of Individual Studies: Data

108. Implementation of Recommended Screening and Counseling Interventions to Prevent Mental Health Disorders in Children and Adolescents (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/screening-counseling-interventions-protocol.pdf
     October 01, 2023 - Data Abstraction and Data Management For studies that meet our inclusion criteria, we will extract and … and verify all data extracted by Claude 2. … Data Synthesis We will summarize data narratively, structuring the synthesis of the evidence following … Youth Risk Behavior Survey: data summary & trends report. … /data/yrbs/pdf/YRBS_Data-Summary-Trends_Report2023_508.pdf https://www.samhsa.gov/data/report/2021-nsduh-annual-national-report

109. Misuse of Prescription Stimulants in Adults (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/misuse-prescription-protocol-amendment.pdf
     November 26, 2024 - Data Abstraction and Data Management The review team will create data abstraction forms in DistillerSR … include detailed guidance to support reviewers to aid both reproducibility and standardization of data … One researcher will abstract the data and the project leader will check for accuracy and completeness … Data Synthesis Due to the time and resource constraints of a Rapid Review, we will not conduct meta … Study details will be compiled in evidence tables; data across studies will be displayed in summary

110. Making Healthcare Safer IV_Rapid Response: Use of Report Cards and Outcome Measurements To Improve the Safety of Surgical Care (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/mhs-IV-rapid-response-surgical-report-cards.pdf
     November 01, 2023 - MSSIC holds quarterly meetings to discuss de-identified data and topics including data quality and … Technical strengths to the TQIP data were perceived to be: TQIP data were more accurate than performance … clinical registry data? … Data Tables Table C-1. … Data Tables

111. DEcIDE DRN Report 2 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/distributed-network-proof_research.pdf
     June 01, 2010 - Data remain under control of the data holder. … Data Mart Admin User Interface User interface for Data Mart administrators including data mart setup … Data Source Manager Manages exchange of data between the Data Mart database and source systems. … Data Mart Database Database for the Data Mart. … Mart Admin User Interface Data Mart Data Mart Database DRN Hub API Data Mart Audit Manager

112. Disposition of Comments: Comparative Effectiveness Review 235_Pharmacologic and Nonpharmacologic Treatments for Posttraumatic Stress Disorder: An Update of the PTSD-Repository Evidence Base (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/ptsd-comments.pdf
     November 04, 2020 - These data are not presented in Table 3 with other lack of reporting data because many studies reported … "The PTSD-Repository included data from 318...". … These data are not presented in Table 3 with other lack of reporting data because many studies reported … These data are not presented in Table 3 with other lack of reporting data because many studies reported … pursuits based on these data.

113. S58 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/s58.pdf
     October 01, 2007 - in some states, careful examination of data quality is necessary before such data can be relied upon … Linkages to geographic data (eg, US Census data, Area Resource File) can be used to complement information … Despite practical challenges such as time lags in data availability, Medicaid data are particularly well … More systematic development of research datasets that link Medicaid data to other data files providing … The quality of Medicaid data for HIV/AIDS research: examination of a statewide data base.

114. Research White Paper Multinational Registries Addendum Registries for Evaluating Patient Outcomes Third Edition (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/multinational-registries-guide-3rd-ed-addendum-white-paper.pdf
     February 01, 2018 - Some registries collect data at a local or regional level, while others collect data at a national or … Common data management and data quality standards are necessary to ensure that all data in the network … Differences in coding and data ownership arrangements may also make sharing data more challenging. … claims data or electronic health record (EHR) data. … , how the data will be handled, and who is going to see the data – in other words, data protection.

115. Gastric-Cancers-Supplementary-App-D (xls file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/gastric-cancers-supplementary-app-d.xlsx
     January 01, 2023 - name Applicable outcome Randomization process Deviations from intended interventions Missing outcome data … due to issues with the randomization process, deviations from intended interventions, missing outcome data … that results could be biased, but the amount of missing data is similar between groups. … that results could be biased, but the amount of missing data is similar between groups. … Small amount of censored data (3.5%) is clearly loss to follow-up.

116. Tools to (Semi) Automate Evidence Synthesis (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/AI-tools-protocol.pdf
     August 15, 2023 - in the conduct of any specific aspects of ESPs commonly produced by EPCs (e.g., abstract screening, data … extraction o Data summarization o Data synthesis o Risk of bias/quality assessment  Based on study …  Accuracy compared to human assessment o Data summarization and other text generation tasks:  … Data Extraction and Data Management Data from eligible studies will be extracted into the SRDR+ database … Full extraction data for each study will be presented in a series of evidence tables.

117. Methods Research Report: Improving Health Systems' Access to High-Quality Evidence: AHRQ EPC 2018 Pilot Projects Summary (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/methods-report-improving-health-systems-access.pdf
     August 01, 2019 - Interactive data visualizations generally provided more detailed data than dissemination products with … Visualization Products MAGICapp and Tableau Data Visualization: Interactive Data Visualization … Visualization Product MAGICApp & Tableau Data Visualization: Interactive Data Visualization … Visualization Product MAGICApp & Tableau Data Visualization: Interactive Data Visualization … Visualization Product MAGICApp & Tableau Data Visualization: Interactive Data Visualization

118. Executive Summary_Systematic Review_Pharmacologic and Nonpharmacologic Treatments for Posttraumatic Stress Disorder: 2022 Update of the PTSD-Repository Evidence Base (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/pharma-nonpharma-ptsd-2022-update-executive-summ.pdf
     January 01, 2022 - Research and Quality (AHRQ) report1 and National Center for PTSD (NCPTSD) PTSD Trials Standardized Data … • For studies added in this update, we abstracted data to calculate standardized effect sizes for … project builds upon our previous work;1,3,4 the purpose of this report is to identify and abstract data … repository allows future systematic reviews to easily identify includable studies and extract data … research gaps to determine future research priorities and encourage researchers to adopt standard data

119. Hesse (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/hesse.pdf
     January 01, 2010 - • Characteristics of new Web o Platforms for participation o Harnessing “collective intelligence” o Data … Patients offering personal data in  a disease-­‐oriented  commons 4. … Sharing  medical data  for personal action  and quality improvement 6. … Slide 18: Data-­‐Enriched Communities  of Health • Benefits o Data are public trust resource that … Tensions o Do too many data lead to “data smog” o Format for delivery, usability  largely  untested

120. PHS 398 (Rev. 9/04), Continuation Page (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/administrative-data-validity_research.pdf
     January 01, 2007 - 06S1) Project Title: Validation of Outcomes in Centers for Medicare & Medicaid Services (CMS) Data … REPORT We performed a methodologic study to demonstrate the feasibility of an academic-Clinical Data … the feasibility of a CDAC obtaining, for research purposes, hospital records corresponding to CMS data … Background: Probably the most important concern with using claims data for research is its validity. … Medicaid data as a source for postmarketing surveillance information. 1984.