PDF-Data Quality 201

1Governance Agreements Monitoring for Data QualityDATEMike LindsayAlissa ParrishWhat type of organization do you representCoC Lead Organization HMIS Lead OrganizationHomeless Service ProviderGovernme. Crystal . Kallem. , Lantana Consulting Group. Executive . Director, Analysis & . Policy. Crystal Kallem. Executive Director of . Analysis & . Policy, Lantana . Consulting . Group. CDA . Academy . Level 2 Standard Products*. Not all L2 data values are of equal quality. quality varies for the same parameter in different retrievals. quality can vary for different parameters in the same retrieval. Chris Bevilacqua. iWay Solutions Architect. Copyright 2007, Information Builders. Slide . 2. Data Quality is…. The . Cornerstone of . Accurate BI. Stated another way:. Copyright 2007, Information Builders. Slide . M&E Capacity . Strengthening Workshop, . Addis Ababa. 4 to 8 June 2012. Arif Rashid, TOPS. Project Implementation. Project activities . are implemented in the field. These activities are designed to produce results that are quantifiable.. THOMAS RAVN. TRA@PLATON.NET. March 16th. th. 2010, San Francisco. Platon. A leading Information Management consulting firm. Independent of software vendors. Headquarter in Copenhagen, Denmark. 220+ employees in 9 offices. Chris Bevilacqua. Solution Architect, iWay Software. March 3rd, 2010. Copyright 2007, Information Builders. Slide . 2. Data Quality is…. THE . Cornerstone of . Accurate BI. Stated another way:. Copyright 2007, Information Builders. Slide . Best practices for entering and maintaining data.. Identify strategies for . promoting data accuracy. .. Describe how . verification . reports . can identify . inaccurate or missing . data.. List . resources. HMIS. Michael Lindsay, ICF International. Natalie Matthews, Abt Associates Inc.. Learning Objectives. Understand . all . components . of a Data Quality Assurance . Program and how this work fits into the overall efforts of the CoC. University of Manchester. Outline. Existing approaches to quality and big data.. The questions.. Existing Approaches. How do they do?. Not just one V at a time.. Extract Transform and Load. Volume. :. Seth Eliot. Principal Knowledge Engineer, Test Excellence. Services and. Cloud and. Data-Driven Quality and.... A/B Testing of Services. Digital Media Services. Petabytes Processed. About Seth. Roadmap. MedDRA. . MedDRA was developed under the auspices of the International Conference on Harmonisation of Technical Requirements for Registration of Pharmaceuticals for Human Use (ICH). The activities of the MedDRA Maintenance and Support Services Organization (MSSO) are overseen by an ICH MedDRA Management Board, which is composed of the six ICH parties (EU, EFPIA, MHLW, JPMA, FDA, PhRMA), the Medicines and Healthcare products Regulatory Agency (MHRA) of the UK, Health Canada, and the WHO (as Observer). . after this course you will be able to…. D. escribe . why Data Quality matters. D. efine . what is data quality. Show . how Data Quality fits into the Data Life Cycle. E. xplain . the measures of data quality. MedDRA. . MedDRA was developed under the auspices of the International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use (ICH). The activities of the MedDRA Maintenance and Support Services Organization (MSSO) are overseen by an ICH MedDRA Management Committee, which is composed of the six ICH parties (EU, EFPIA, MHLW, JPMA, FDA, PhRMA), the Medicines and Healthcare products Regulatory Agency (MHRA) of the UK, Health Canada, and the WHO (as Observer). . Ellie Coombs. The DART Team. Disclosures. Presenter(s) has no financial interest to disclose.. This continuing education activity is managed and accredited by AffinityCE/Professional Education Services Group in cooperation with HRSA and LRG. PESG,...