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US Dept of Labor (DOL) published RCT results for DOL's Ready to Work (RTW) Partnership Grants, providing employment services to long-term unemployed or underemployed workers. Quick take: High-quality RCTs of 4 RTW projects find no discernible positive earnings effects over 3-4 years.


  • The RTW program, operating from 2015-2019, awarded grants to local agencies to provide un- or under-employed workers with customized services including staff guidance on career planning, occupational & work-based training, employment readiness courses, & job search assistance.


Study Design:

  • DOL chose 4 local RTW programs for the RCTs: (1) Maryland Tech Connection (MTC); (2) JVS programs (Skills to Work in Technology & Job Search Accelerator) in San Francisco; (3) Finger Lakes Hired (FLH) in Monroe County NY; and (4) Reboot Northwest (Reboot NW) in Portland OR & Vancouver WA. Each program had flexibility to develop/customize services to meet local needs.

  • The RCTs had samples of 1,029 workers (MTC), 993 (JVS programs), 610 (FLH), & 980 (Reboot NW), and were well-conducted based on careful review (e.g., baseline equivalence, negligible attrition).



  • Unfortunately, none of the RCTs found discernible positive earnings impacts over follow-up periods of 3-4 years, & one program - MTC - had a statistically significant adverse impact over the pre-specified primary follow-up period (quarters 5-10). The graphs tell the story:












  • I believe the disappointing results reflect a flaw in how federal agencies often select programs for large RCTs: They underestimate the challenge of finding programs that are truly effective (many plausible-sounding ideas just don't work in practice).

  • If the goal is - as I think it should be - to build the body of proven-effective programs which, if scaled-up, could help tackle major social problems, the feds would do better to focus large RCTs on programs that don't just *sound* like good ideas (as with RTW) but are backed by highly promising prior evidence - e.g., from smaller RCTs or quasi-experiments. Doing so could achieve a much higher success rate, as discussed here.

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