“Spreadsheets, even after careful development, contain errors in 1% or more of all formula cells,” writes Ray Panko , a professor of IT management at the University of Hawaii and an authority on bad spreadsheet practices. “In large spreadsheets with thousands of formulas, there will be dozens of undetected errors.”