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301. Measure Inventory | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/apcd/backgroundrpt/measure.html
     April 01, 2017 - Databases Introduction Reviewing the Landscape of All-Payer Claims Databases Measure Inventory Data … outpatient), because APCDs are distinguished from other widely available datasets (e.g., hospital discharge data … Although there are some limitations to both APCD data and the measures themselves, the measure inventory

302. Executive Summary | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/apcd/envscan/summary.html
     June 01, 2017 - data from multiple sources that allow patients to be tracked across time and settings, pharmacy data … What measures or outcomes have been proposed for use with APCD data or claims data that are episode based … Public reporting Web sites either explicitly use State APCD data or use a combination of several data … Low data quality Develop public report card for data quality. … Lack of data access and availability Improve data reporting.

303. Inventory and Prioritization of Measures To Support the Growing Effort in Transparency Using All-Payer Claims Databases | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/apcd/backgroundrpt/index.html
     April 01, 2017 - Databases Introduction Reviewing the Landscape of All-Payer Claims Databases Measure Inventory Data … report provides background on APCDs and the APCD project, uses of APCD-based measures, and evaluation of data … All-Payer Claims Databases      Technical Expert Panel      Environmental Scan Measure Inventory Data … Evaluation of All-Payer Claims Databases      Methods      Results of Data Evaluation Discussion …      Limitations of APCD Data for Measurement      Ongoing Efforts To Improve APCD Data Conclusion

304. All-Payer Claims Databases Measurement of Care: Systematic Review and Environmental Scan of Current Practices and Evidence | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/apcd/envscan/index.html
     June 01, 2017 -          Limitations of APCD Data      Definitions      Guiding Questions Methods      Search …          Environmental Scan      Key Categories and Domains for Measures That Leverage Unique APCD Data … Completeness, Quality, Standardization, and Access          Barrier 1: Missing Data Elements          … Barrier 2: Low Data Quality          Barrier 3: Lack of Data Standardization          Barrier 4: Difficulty … With Data Linkage and Aggregation          Barrier 5: Lack of Data Access and Availability         

305. References | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/apcd/envscan/references.html
     November 01, 2020 - Tracking spending among commercially insured beneficiaries using a distributed data model. … Bringing data to life: issues in empowering consumers to choose higher value health care. … http://mesconference.org/wp-content/uploads/2012/08/wednesday_cms-data-analytics_leonard.pdf . … Collecting Health Data: All-Payer Claims Databases. Health Cost Containment and Efficiencies. … Efforts to enhance data quality assurance.

306. Conclusion | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/apcd/envscan/conclusion.html
     June 01, 2017 - All-Payer Claims Databases Measurement of Care: Systematic Review and Environmental Scan of Current Practices and Evidence Conclusion Previous Page Next Page Table of Contents All-Payer Claims Databases Measurement of Care: Systematic Review and Environmental Scan of Current Practices and Evidence …

307. Introduction | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/apcd/backgroundrpt/intro.html
     April 01, 2017 - Databases Introduction Reviewing the Landscape of All-Payer Claims Databases Measure Inventory Data … APCDs also can provide data to help States develop strategic plans for public health legislation or to … datasets, variation in data quality among submitters, and lack of clinical detail (e.g., laboratory … The environmental scan informed both the measure inventory and data analytics. … three APCDs and assess data availability, documentation, and data completeness.

308. Findings | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/apcd/envscan/findings.html
     July 01, 2022 - Feasibility Data completeness criteria. Data availability. … needs to submit data and what data are submitted. 64  For example, APCDs usually do not have data on … Any other data sources, such as public health data, electronic health record data, and aspects of hospital … Barrier 2: Low Data Quality In addition to missing data elements, the quality of data submitted to … Barrier 3: Lack of Data Standardization In addition to data quality issues, the lack of data standardization

309. Conclusion and Future Directions | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/apcd/backgroundrpt/conclusion.html
     April 01, 2017 - This study was a preliminary assessment of APCDs as a source of measurement data. … These analyses should first focus on key data elements stratified by claim type. … and differences between the claim data submitted may result in biased measures. … and time, reliability of key data elements, and validity of measure scores. … Benchmarking efforts will provide more context for data users and valuable public data.

310. AHRQ Report on Healthcare Algorithms | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/infographics/healthcare-algorithms-report.html
     June 01, 2024 - AHRQ Report on Healthcare Algorithms AHRQ Report on Healthcare Algorithms (PDF, 620 KB) Source: AHRQ, Effective Health Care Program Comparative Effectiveness Review #268. Impact of Healthcare Algorithms on Racial and Ethnic Disparities in Health and Healthcare . https://effectivehealthcare.ahrq.gov/products…

311. Hospital Admission Versus Readmission Costs, 2020 | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/infographics/hospital-readmission-costs.html
     November 01, 2023 - Hospital Admission Versus Readmission Costs, 2020 Hospital Admission Versus Readmission Costs, 2020 (PDF, 759 KB) Source: AHRQ Healthcare Cost and Utilization Project Statistical Brief #304, Characteristics of 30-Day All-Cause Hospital Readmissions, 2016-2020 . https://hcup-us.ahrq.gov/reports/statbrief…

312. Diseases With the Largest Shares of 30-Day Readmissions, 2020 | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/infographics/diseases-readmission-share.html
     December 01, 2023 - Diseases With the Largest Shares of 30-Day Readmissions, 2020   Diseases With the Largest Shares of 30-Day Readmissions, 2020 (PDF, 3 MB) Source: AHRQ Healthcare Cost and Utilization Project Statistical Brief #304, Characteristics of 30-Day All-Cause Hospital Readmissions, 2016-2020 .

313. Appendix C. Environmental Scan Resources Included | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/apcd/envscan/app-c.html
     May 01, 2025 - How is CO APCD data being used by stakeholders? … A study of ground ambulance transport commercial claims data. … Manchester, ME: Onpoint Health Data; June 2010. … APCD site with cost data and quality measures. Maine . … APCD and consumer site with cost data and quality measures. Minnesota .

314. Pressure Ulcer Dashboard | Agency for Healthcare Research and Quality
     www.ahrq.gov/npsd/data/dashboard/pressure-ulcer.html
     September 01, 2024 - Additional Resources Download the 2024 data (XLSX, 33 KB)

315. Overview of Emergency Department Visits Related to Injuries, by Cause of Injury, 2017 | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/visualizations/ed-visits-injury.html
     June 01, 2021 - Overview of Emergency Department Visits Related to Injuries, by Cause of Injury, 2017 Injuries are common and can have many causes, such as falls, cuts, motor vehicle accidents, bites, poisoning, and contact with hot objects. In 2018, unintentional injuries were the leading cause of death among people ages 1 to…

316. State Variations in Inpatient Stays for Substance Use Disorders | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/infographics/sud-inpatient-stays.html
     May 01, 2022 - hcup-us.ahrq.gov/reports/statbriefs/sb289-Substance-Use-Disorder-Hospitalizations-by-Region-2016-2018.jsp HCUP Data

317. Opioid Prescriptions Among Elderly Adults By Income Level | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/infographics/opioid-rx-elderly.html
     April 01, 2022 - Opioid Prescriptions Among Elderly Adults By Income Level Opioid Prescriptions Among Elderly Adults By Income Level (PDF, 526.3 KB) Source: AHRQ, Medical Expenditure Panel Survey Statistical Brief #541: Any Use and “Frequent Use” of Opioids among Elderly Adults in 2018-2019, by Socioeconomic Characterist…

318. Costs of Emergency Department Visits By Age | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/infographics/costs-ed-visits.html
     March 01, 2021 - View the list of HCUP Data Partners .

319. Benefits of Postpartum Care | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/infographics/postpartum-care-benefits.html
     June 01, 2023 - Benefits of Postpartum Care Benefits of Postpartum Care (PDF, 3 MB) Source:  AHRQ, Effective Health Care Program Comparative Review #261.  Postpartum Care up to 1 Year After Pregnancy: A Systematic Review and Meta-analysis . This infographic is based on a PCORI-funded AHRQ systematic review:  https://eff…

320. Hospitalizations in 2017 | Agency for Healthcare Research and Quality
     www.ahrq.gov/data/infographics/hospitalizations-2017.html
     July 01, 2021 - HCUP Data Partners can be found at: https://hcup-us.ahrq.gov/partners.jsp