22 year-old Saw Manufacturer and Repairer Sia from Thorold, likes sculpting, and aircraft spotting. Likes to see unknown cities and spots including Carioca Landscapes between the Mountain and the Sea

Given this background, we propose a rating-based robust approach to measure WFHI which is a cost-effective and timesaving alternative to countries where indigenous O*NET-like surveys do not exist. To check the reliability and robustness of ratings, we borrow statistical tools like inter-rater reliability (IRR) from psycho­logy literature. We believe ratings-based WFHI, with significantly higher IRR, provides a reliable estimate in the absence of surveys and that this methodology can easily be extrapolated to other countries given the availability of basic dictionary of occupational titles and data on employment share.