Rising self-employment rates in U.S. tax data that are absent in survey data have led to speculation that tax records capture a rise in new "gig" work that surveys miss. Drawing on the universe of IRS tax returns, we show that trends in firm-reported payments to "gig" and other contract workers...

Several devices in designing composite indicators for policy monitoring and benchmarking are discussed: weighting and scaling of variables, hierarchical organization, handling rank-based variables, relief tables, survey simulation techniques which combine normative and empirical data. Some...

The formality status of a job is the most widely used indicator of job quality in developing countries. However, a number of studies argue that, at least for some workers, the informality status may be driven by choice rather than exclusion. This paper uses job satisfaction data from three...