To perform the study, we compiled new weekly employment opportunities on all contracts that began performances between Jan. 1, 2013, through Dec. 31, 2015. Weekly employment opportunities excluded per-performance contracts with no guaranteed employment. And by focusing on new employment opportunities, we analyzed the opening night casts during that window, excluding all replacement contracts as well as any shows that opened prior to 2013.