What is iⁿ?
iⁿ is a hub for information about spreadsheet best practice, techniques for building better spreadsheets, and testing spreadsheet to find and fix errors.
What does the name iⁿ mean?
The name iⁿ represents the importance of spreadsheets in decision-making. That is:
- The "i" represents information, reflecting the role of spreadsheets in decision making.
- The "n" superscript represents best practice, based on the saying "To the nth degree".
Combining the "i" and the "n" into a mathematical form, iⁿ, represents the primary component of spreadsheets — the formulae.
iⁿ is pronounced "i-nth" and it is sometimes written that way.
Why are spreadsheets important?
Spreadsheets make a vital, indispensable contribution to decision-making in almost every organisation. The key strengths of spreadsheets are their widespread availability, flexibility, and ease of use.
But these strengths are also a source of risk — since almost anyone in an organisation can develop a spreadsheet, there is often little control over the development process and seldom any testing. The risk of spreadsheet errors is often unrecognised.
For more information, see Making better spreadsheets.
Is there really an academic literature about spreadsheets?
Many people are surprised that there is an academic literature about spreadsheets. Given the importance of spreadsheets in organisations, and the high incidence of spreadsheet errors, it shouldn't be surprising that spreadsheets have been the subject of formal academic research.
We have collated the academic and practitioner literature about spreadsheets in our Bibliography.
How common are spreadsheet errors?
Virtually every spreadsheet contains errors. The larger and more complex the spreadsheet, the more likely it is to be wrong.
Both academic research and our experience have shown that:
- Around 95% of spreadsheets contain actual or potential errors.
- About 1% of all spreadsheet formulae contain an error. This may not sound like much, but even a moderately-sized spreadsheet might contain 1000 formulae, which means that it is likely to have about 10 errors (i.e. 1% of 1000).
Some spreadsheets contain many thousands of formulae, so it is not uncommon for spreadsheets to contain hundreds or even thousands of errors.
For more information, see Calculation cascade: A common cause of catastrophe.
Do I need to test my spreadsheets?
Yes! All spreadsheets need to be tested, otherwise it is likely that your spreadsheets are wrong.
Our approach is to consider the following aspects:
- Intent. Does the spreadsheet fulfil its intent?
- Instructions. Are there clear instructions about how to use the spreadsheet?
- Instruments. Are the instruments (techniques, tools, and algorithms) appropriate?
- Implementation. Are the instruments implemented correctly?
- Immunity. To what extent is the spreadsheet immune to errors?
A more detailed description of this methodology can be found at: How to test spreadsheets.
What issues are found when testing spreadsheets?
Even though every spreadsheet is unique, we often see the same types of errors.
Common issues include:
- "Magic constants" hard coded into a formula.
SUMfunction that omits some cells due to inserting a row or column.
- Division by zero
- Formula that references the wrong cell.
- Formula that references an empty cell.
- Formula changed in one cell but not copied to adjacent cells.
- Incorrect use of absolute and relative references.
HLOOKUPoffset reference is incorrect.
HLOOKUPassuming that the list is sorted when it isn't.
IFstatement with an empty
- Hidden cells inadvertently included in a calculation.
- Sub-total included in a total (i.e. double-counting).
- VBA that has incorrect hard-coded cell references.
- Incorrect timing of cash flows in an
NPVcalculation. See Pitfalls of Excel's NPV function.
What are the consequences of not testing my spreadsheets?
Without rigorous independent testing, your spreadsheets are almost certainly wrong.
There are many examples in the academic literature and in the popular press highlighting the impact of spreadsheets errors. The European Spreadsheet Risks Interest Group (EuSpRIG) has collated a list of spreadsheet horror stories that illustrate common problems and errors that occur with spreadsheets.
Why should I use best practices in my spreadsheets?
It is not just spreadsheet errors that are important. Spreadsheets that are difficult to use, complex to maintain, or poorly documented have significant hidden costs.
In a 2007 survey, 60% of executives agreed that their reliance on spreadsheets could be described as Spreadsheet Hell. Using spreadsheet best practices can help mitigate some of these issues.
If you have any other questions, then please contact us.