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IT Model Validation and Spreadsheet Errors

IT Model Validation and Spreadsheet Errors. Consultation for Broker’s Inc. La StreichMoor Inc. Overview. Broker’s Inc. IT Model Validation Spreadsheet Horror Stories Spreadsheet Errors Interview with Martin Erwig Application for Broker’s Inc. La StreichMoor Inc. Brokers Inc.

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IT Model Validation and Spreadsheet Errors

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  1. IT Model Validation and Spreadsheet Errors Consultation for Broker’s Inc. La StreichMoor Inc.

  2. Overview • Broker’s Inc. • IT Model Validation • Spreadsheet Horror Stories • Spreadsheet Errors • Interview with Martin Erwig • Application for Broker’s Inc. La StreichMoor Inc.

  3. Brokers Inc. • Online Brokerage Service • Operates in all 50 States • Online Account Holders Make Up Majority of Business • Problems with Spreadsheet Related Errors • Constantly Updating Data and Formulas Within Database La StreichMoor Inc.

  4. Brokers Inc. Questions • How can Model Validation Improve Our Use of Client Related Spreadsheets? • Pro’s and Con’s of Using Model Validation • Cost of Implementing Model Validation La StreichMoor Inc.

  5. Model Validation • Validation is the process of determining the degree to which a model or simulation is an accurate representation of the real world from the perspective of the intended uses of the model or simulation. • Does it give an accurate output given the inputs? • Does it achieve the intended purpose of the model? • Is it both valid and credible?

  6. Model Validation • Four Categories of Errors • Project Management Errors • Data and Data Model Errors • Logic Model Errors • Experimentation Errors • Human Error Factor (HEF) • Data entry errors • Applications for Broker’s Inc.

  7. IT Model Validation (ITMV) • Represents Financial Reality Amongst Data • Does Model Perform Appropriately? • Purpose of Intended Use • Practical Validation • Establishing Credibility • Exploits Redundancies • Looks for Inconsistencies • Proving Correctness is Virtually Impossible La StreichMoor Inc.

  8. ITMV Within Excel • How do you know if your numbers and formulas are correct? • Human Judgment was all we had before ITMV • Excel, much like queries will do as you say • Apples to Oranges • Reasoning about units • Helps exploit the redundancies in a spreadsheet La StreichMoor Inc.

  9. Spreadsheet Errors In Brief Types of Errors Quantitative and Qualitative Mechanical Logical Omission Effective Steps for Accuracy Built-in auditors Server based application system “11 of 25 spreadsheets contained errors with non-zero impacts. Among the ten spreadsheets with non-zero impacts for which error size was reported, all 10 had an error that exceeded $100,000, 6 had errors exceeding $10 million, and 1 had an error exceeding $100 million. (Powell, Lawson, and Baker, 2007) Spreadsheet Errors La StreichMoor Inc.

  10. Spreadsheet Precautions • Still Little Knowledge But Still We Can Take Precautions • Have a preliminary design in mind • Fairly formal planning could reduce problems significantly • Plans in writing to give guidance • Construction, assumption and cell protection • “Cleanroom Development” (checking formulas) • Entering formulas without understanding leads to subtle but important errors La StreichMoor Inc.

  11. Oculus Visualizer Demo Purpose Benefits From This Program Analyzing and monitoring Comprehensive Is This A Solution? Results Oculus Excel Visualizer La StreichMoor Inc.

  12. Oculus Excel Visualizer La StreichMoor Inc.

  13. This Could Happen To You! • True stories on costly spreadsheet errors • Exam scores botched by mis-sorting • Understating the benefit of unbundling by $50M • Accounting error forces bank to $3b write-down La StreichMoor Inc.

  14. Interview with Dr. Erwig • GoalDebug-Spreadsheet software • Erwig and Robin Abraham created in 2005 • Capitalizes on common errors in spreadsheets, and exploits them • Finds potential and reasonable options for solving spreadsheet problems La StreichMoor Inc.

  15. Why take on Spreadsheet Errors? • Spreadsheets usage is prevalent • Estimated that 90% of all spreadsheets contain errors • Mistakes are costly • Fidelity's Magellan fund • “The error occurred when the accountant omitted the minus sign on a net capital loss of $1.3 billion and incorrectly treated it as a net capital gain on this separate spreadsheet. This meant that the dividend estimate spreadsheet was off by $2.6 billion....” La StreichMoor Inc.

  16. Benefits of Erwig’s Program • Helps detect errors • Click on problem cell, and different potential solutions arise • Potential for saving thousands, millions, billions • 80% of the time, the correct solution is among the top 5 suggestions La StreichMoor Inc.

  17. Recommendations for Brokers Inc. • Red Rover Software • Helpful due to the dynamisms of business • Change=Error • Stock market is always changing La StreichMoor Inc.

  18. Cost of Implementation • Estimated that Red Rover would cost about $700.00 per P.C. • Comes with helpful tutorial • Comes with 2 sister programs: • Ugowego-provides any Excel user with the power of browser-like navigation inside a spreadsheet • Audit-  enables managers, spreadsheet modelers, and internal auditors to quickly verify spreadsheet integrity while providing a documented audit trail • Could push Broker’s Inc. to the edge of Brokerage field, with advanced accuracy La StreichMoor Inc.

  19. Red Rover Cont. & Other Suggestions • Excellent cost advantage over time • Reducing the “HEF” or Human Error Factor by training • Workshops are now being worked into middle school curriculum to expect HEF • Younger generation could potentially be much more effective at reducing spreadsheet errors • Microsoft Excel Data Analysis and Business Modeling • Wayne L. Winston • Incorporating Incremental Validation and Impact Analysis Into Spreadsheet Maintenance: An Empirical Study • Krishna et. al.

  20. Recap • ITMV and its benefits and importance to model verification • We learned the great potential for spreadsheet DISASTERS, and real life repercussions • GoalDebug, innovations at OSU • Potential solutions for Broker’s Inc. • Oculus-spreadsheet visualizer • Red Rover-ITMV software

  21. The End… Questions?

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