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Creation of Data Quality StandardsUsing Failure Mode and Effect
Analysis Approach in Master Data
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Finance OperationsData - Technical Assets
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Shell Worldwide
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Agenda
Data Quality Standards
Failure Mode and Effect Analysis (FMEA)
Data Quality Check Q & A
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Data Quality
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Data Quality
Standards
?Process Failure Cost
?Information Scrap and Rework
?Cost of Lost and Missed
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Assigned Search Term 1 is
incorrect and does notfollow the format
- Difficulty in searching location
- Extra time to search for the records
- Affects planning and distribution
- Delay of updates for the location
- Incorrect information
provided by the customer
- Incorrect entry by the
analyst
- Standard assignment of Search Terms
- In process check
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Object
Propertie
s
Failure
Mode
Effects? SEVerity (1-10)
Causes? OCCurence (1-10)
Controls? DETectability (1-10)
RPN =
SEV*OCC*DET
(1-1000)
Data Quality
Standards
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To clean the lake, eliminatethe source of pollutants Thomas C. Redmon
FMEA
Data QualityStandards
Data QualityCheck Data
Quality
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Q & A
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References
Experience with FMEA by Sikke van der Zee and David McFarland
Supply Chain Assets Process Pamela Hughes, John Hyde
Data Quality and You Course - Shell Learning and Development
Information Management Course - Shell Open University
Images and Locations - Shell Worldwide Site (www.shell.com)
Other Graphics www.wikipedia.com; www.google.com