Dr. Vance conducted an investigation into the relationship between ambient noise levels in open-plan offices and the task concentration levels of software engineers. They recorded the average ambient noise level (in decibels, dB) over an 8-hour shift for a sample of 120 engineers, and measured their concentration levels using a standardized focus index score (from 0 to 100).