How does labor market reform shape business cycle dynamics? I build a real business cycle model in which reform works through two channels — better job-matching efficiency and lower vacancy-posting costs — and use shocks to a U.S. labor market freedom index to test their relevance. Both the structural model and VAR evidence point to the vacancy-cost channel producing a net positive effect on vacancies.