Cynthia Z' F' Clark, Director Methodology Directorate, Office for National Statistics, UK - PowerPoint PPT Presentation

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Cynthia Z' F' Clark, Director Methodology Directorate, Office for National Statistics, UK

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Roles of Survey Statisticians in Managing Data Quality ... Improve survey questionnaires & associated edits. Design & redesign survey samples ... – PowerPoint PPT presentation

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Title: Cynthia Z' F' Clark, Director Methodology Directorate, Office for National Statistics, UK


1
Cynthia Z. F. Clark,Director Methodology
Directorate,Office for National Statistics, UK
2
Roles of Survey Statisticians in Managing Data
Quality
  • Current and changing roles of survey
    statisticians
  • Responsibility for protecting quality vs. cost
  • Important methodological issues in optimizing
    quality

3
Current and Changing Roles of Survey Statisticians
  • Set standards for quality including and beyond
    data accuracy
  • Design quality control procedures but focus more
    on quality assurance plans
  • Provide consultation on improving quality in
    outputs

4
Current and Changing Roles of Survey
Statisticians (contd)
  • Lead Total Quality Management Program in NSI
  • Develop plans and participate in reviews of
    quality for data products
  • Participate in quality audits

5
Responsibility for Protecting Quality re Cost
  • Inform organization about
  • the overall quality threshold for an output
  • Provide optional design approaches to protect
    quality at different levels of cost
  • Identify limits of reductions to maintain quality

6
Important Methodological Issues in Optimizing
Quality
  • Improvements to overall survey design
  • Participation in frame development and evaluation
  • Improve survey questionnaires associated edits
  • Design redesign survey samples

7
Important Methodological Issues in Optimizing
Quality (contd)
  • Assist organization in establishing appropriate
    balance between data collection, data review, and
    data editing/imputation
  • Provide tools for subject matter analysts to use
    to review the survey operation
  • Periodically conduct quality profiles
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