Tag
skill_signaling
7 findings
Labour & employmentExperience-Based Recruitment Bottleneck34.38% of firm managers cited "insufficient work experience" as their primary reason for not hiring candidates met at job fairs (the single most cited reason), while 59% of firm professional vacancies required 2 or more years of formal experience compared to jobseekers where 50% believed no experience was necessary for high-skilled roles.Observational StudyLabour & employmentPublic Skill CertificationJob seekers who received public branded certificates were 5.2 percentage points more likely to be employed, increased total hours worked by 20%, and earned US$130 over 3 months (generating an earnings gain 5.6 times greater than the per-participant program cost).RCTLabour & employmentSkill Certification and Signaling WorkshopThe workshop increased 4-year earnings by 20% (USD 10 per month) above the control mean at a one-off cost of USD 18.20 per person. It increased short-run permanent employment by 6.9 percentage points (a nearly 60% increase over the 12% control mean) and increased job tenure duration by 10%.RCTLabour & employmentSkill Signaling via Reference Letters and CertificatesStandardized reference letters significantly increased employment rates for female applicants in South Africa while having no effect on men, correcting employer baseline bias against women's reported skills. In the United States, reference letters increased employability and earnings sustained over a four-year follow-up period. Algorithmic writing assistance on resumes increased hiring probabilities by 8 percent in online labor markets.RCTLabour & employmentSkill Signaling via Dual CertificationSubsidized dual apprentices achieved a 15.1 percentage point higher rate of formal skill certification (p < 0.0001) relative to a 9.5% control mean, contributing to a 15% increase in total earnings (9,394 FCFA/month, p = 0.0169) 2 years post-program completion.RCTLabour & employmentSkill Signaling via Application WorkshopThe workshop increased the probability of **permanent employment by 60%** (6.9 percentage points over a 12% control mean, p < 0.01) after one year. Four years later, the intervention increased **monthly earnings by 20%** (299.5 ETB, p < 0.05) and **job satisfaction by 7 percentage points** (p < 0.10).RCTLabour & employmentStatistical Discrimination MitigationSignaling workshop gains were heavily concentrated among disadvantaged workers lacking tertiary education (40% wage increase over control) and those without prior permanent work experience. The intervention fully eliminated the 34% baseline earnings gap between experienced and inexperienced workers.RCT