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121. A Systematic Review of Postpartum Home Blood Pressure Monitoring, Postpartum Treatment of Hypertensive Disorders of Pregnancy, and Peripartum Magnesium Sulfate Regimens for Preeclampsia With Severe Features (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/hypertensive-disorders-pregnancy-protocol.pdf
     January 01, 2020 - cannot be translated) ● Exclude o Single group (noncomparative) studies o Case-control studies o Claims … cannot be translated) ● Exclude o Single group (noncomparative) studies o Case-control studies o Claims … cannot be translated) ● Exclude o Single group (noncomparative) studies o Case-control studies o Claims … Design ● Any, including comparative, noncomparative (single group), qualitative studies, surveys, claims

122. Trends in the use of echocardiography, 2007 to 2011 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/echocardiography_research.pdf
     May 01, 2014 - enrollment data and 100 percent fee-for-service (FFS) Parts A and B insti- tutional/noninstitutional claims … The source of the claims and enrollment data was the CMS Chronic Conditions Warehouse (CCW). … Second, claims data do not contain information about the indication for the procedure nor of the test … Place of service codes for professional claims.

123. Research White Paper Managing Missing Data in Patient Registries Addendum Registries for Evaluating Patient Outcomes Third Edition (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/missing-data-registries-guide-3rd-ed-addendum-white-paper.pdf
     February 01, 2018 - In addition, incorporation of data into a registry from electronic health records, insurance claims, … If existing data sources (e.g., other registries, electronic health records (EHRs), claims databases) … to the medical records attained by the study. 5 Managing Missing Data in Patient Registries Claims … Out-of-network care and out-of-pocket payments may also be missing from claims. … set of specifications is the first step, allowing researchers to understand exactly what the EHR, claims

124. Research White Paper Managing Missing Data in Patient Registries Addendum Registries for Evaluating Patient Outcomes Third Edition (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/missing-data-registries-guide-3rd-ed-addendum-white-paper.pdf
     February 01, 2018 - In addition, incorporation of data into a registry from electronic health records, insurance claims, … If existing data sources (e.g., other registries, electronic health records (EHRs), claims databases) … to the medical records attained by the study. 5 Managing Missing Data in Patient Registries Claims … Out-of-network care and out-of-pocket payments may also be missing from claims. … set of specifications is the first step, allowing researchers to understand exactly what the EHR, claims

125. Medicare-Medication-Use Research (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/medicare-medication-use_research.pdf
     April 01, 2014 - METHODS We used Medicare enrollment data, 100 percent FFS Parts A and B institutional/ noninstitutional claims … data, and 100 percent Part D claims data for reference years 2009 through 2011 from the CMS Chronic … Table 9 shows the number of medications, groups, pre- scribers, and percentage of prescription claims … Claims were submitted for the highest average number of unique medications during the pre-ICL phase … Medicaid.16 11 Medication Use in Medicare • #19 • Data Points Table 9: Prescription-related claims

126. Medical Care Journal Supplement (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/toc.pdf
     January 01, 2007 - Studying Prescription Drug Use and Outcomes with Medicaid Claims Data: Strengths, Limitations, and

127. S5 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/s5.pdf
     October 01, 2007 - of Veterans Affairs files, Centers for Disease Control and Prevention surveillance files, Medicaid claims … Studying prescription drug use and outcomes with Medicaid claims data: strengths, limitations, and strategies

128. A Systematic Review of Postpartum Home Blood Pressure Monitoring, Postpartum Treatment of Hypertensive Disorders of Pregnancy, and Peripartum Magnesium Sulfate Regimens for Preeclampsia With Severe Features (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/product/pdf/hypertensive-disorders-pregnancy-protocol-amendment.pdf
     April 20, 2022 - cannot be translated) ● Exclude o Single group (noncomparative) studies o Case-control studies o Claims … cannot be translated) ● Exclude o Single group (noncomparative) studies o Case-control studies o Claims … cannot be translated) ● Exclude o Single group (noncomparative) studies o Case-control studies o Claims … Design ● Any, including comparative, noncomparative (single group), qualitative studies, surveys, claims

129. DEcIDE 32: The Incident User Design in Comparative Effectiveness Research (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/incident-user-design_research.pdf
     May 01, 2012 - Schneeweiss and colleagues identified elderly patients who filled statin therapies according to a pharmacy claims … Investigators using secondary data sources may not have a choice (e.g., claims data may not reflect … Exposure misclassification as a result of free sample drug utilization in automated claims databases

130. Summary Variables in Observational Research: Propensity Scores and Disease Risk Scores | Effective Health Care (EHC) Program
     effectivehealthcare.ahrq.gov/products/observational-research-scores/research
     May 15, 2012 - In the context of a health insurance claims database, there may be no missing data for even large numbers … High-dimensional propensity score adjustment in studies of treatment effects using health care claims … potential confounding in a cohort study of thromboembolism in oral contraceptive initiators matched on claims-based … High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims … An application of propensity score matching using claims data.

131. Measures for Primary Healthcare Spending (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/related_files/primary-healthcare-spending-technical-brief-protocol.pdf
     January 01, 2023 - definition, this has led to divergence as different conceptual definitions translate into use of different claims … Measuring Non- Claims-Based Primary Care Spending. Milbank Memorial Fund. 2021. 4.

132. Topic Suggestion Description | Effective Health Care Program
     effectivehealthcare.ahrq.gov/get-involved/nominated-topics/measurement-and-outcomes-need-consensus-definitions-state-medicaid-programs-need-robust-hedis-and-ncqa-measures-for-all-severe-and-persistent-mental-health-conditions-consensus-definitions-would-help-answer-questions-such-as-
     November 23, 2010 - quality measures around prevention, chronic disease and risk stratification that are both chart and claims

133. Total Worker Health® (TWH) (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/worker-health_executive.pdf
     April 01, 2016 - injury and illness surveillance outcomes (e.g., hospitalizations or measures of workers’ compensation claims … , ED visits, outpatient clinic visits Occupational Injury and Illness Surveillance Outcomes WC claims … We also included health care utilization outcomes, rates of workers’ compensation claims, and short- … term disability claims. … , short-term disability claims, alcohol use, and illicit drug use.

134. WITHIN 3 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/shah.pdf
     January 06, 2017 - WITHIN 3 INNOVATIONS CONFERENCE -- WITHIN 3 SPEAKER: ATUL SHAH, SENIOR VICE PRESIDENT,STRATEGIC CLIENT DEVELOPMENT WITHIN 3 SHAH: It's great to have the opportunity to talk with you all about online communities. It's a topic that's near and dear to my heart. So, the -- the p…

135. Dp5 Summary (xls file)
     effectivehealthcare.ahrq.gov/sites/default/files/dp5_summary.xls
     January 01, 2009 - 1 Beneficiary and Claim Counts, by File Type and Category of Primary Diagnosis Code: Summary Statistics Number of Categories Beneficiary Count Claim Count File Type Year Category Mean Minimum Median Maximum Number of Small Cells Mean Minimum Median Maximum Number of Small Cells Durable Medical Equipm…

136. Outcome Definition and Measurement in Observational Comparative Effectiveness Research
     effectivehealthcare.ahrq.gov/sites/default/files/outcome-definition-and-measurement-chapter-6.pptx
     January 01, 2013 - Collect information directly from the physician, the patient, medical records, and/or administrative claims … found), directly from patients, and/or through use of electronic health records and/or administrative claims … This validation is particularly important for medical events identified in administrative claims databases

137. DEcIDE 33: Summary Variables in Observational Resesarch: Propensity Scores and Disease Risk Scores (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/pdf/observational-research-scores_research.pdf
     May 01, 2012 - In the context of a health insurance claims database, there may be no missing data for even large numbers … High-dimensional propensity score adjustment in studies of treatment effects using health care claims … potential confounding in a cohort study of thromboembolism in oral contraceptive initiators matched on claims … High- dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims … An application of propensity score matching using claims data.

138. S44 (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/s44.pdf
     October 01, 2007 - linking computers in all BC community pharmacies, would be programmed to approve coxib reim- bursement claims … Indeed, we observed a spike in claims for nebulizer medications just before the policy started.

139. AHRQ Evidence-based Practice Center (EPC) Program (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/wysiwyg/pdf/epc-march-2023-grand-rounds-slides.pdf
     January 01, 2023 - Summary Based on limited data from regional and national surveys and claims

140. McCullough (pdf file)
     effectivehealthcare.ahrq.gov/sites/default/files/mccullough.pdf
     January 01, 2011 - Implication • Adherence to such guidelines should provide presumptive defense against malpractice claims