Workflow
Wage Subsidies
icon
Search documents
工资补贴促进女性就业:来自巴基斯坦的证据
Shi Jie Yin Hang· 2026-02-23 23:10
Investment Rating - The report does not explicitly provide an investment rating for the industry under study. Core Insights - The randomized experiment conducted with 1,227 Pakistani firms revealed that employer-side wage subsidies increased the likelihood of hiring women by 10.7 percentage points, with a more significant effect observed in male-only firms [2][13][50]. - The treatment effect persisted after 18 months, indicating a lasting impact on the hiring of women, although the overall share of female employees in firms did not change significantly [2][18]. - The study highlights that treated firms reduced male-preference language in job postings, suggesting a shift in hiring preferences [2][19]. Summary by Sections Introduction - The report addresses the low female labor force participation in Pakistan, which stands at approximately 24%, one of the lowest globally [8][28]. - It emphasizes the need for demand-side interventions to address gender gaps in hiring [8][20]. Experimental Design - The study utilized a randomized controlled trial design, offering a six-month wage subsidy to firms that hired women, with the subsidy amount determined through the Becker–DeGroot–Marschak mechanism [10][35]. - The sample included firms posting job vacancies on Rozee.pk, Pakistan's largest online job portal, with specific eligibility criteria [29][30]. Findings - The average required subsidy reported by firms to hire a woman was about 15%, significantly lower than previous studies [12][44]. - The treatment group showed a 20.4 percentage point increase in hiring women when accounting for the treatment-on-the-treated effect [50]. - Secondary outcomes indicated that while the gender composition of applicants did not change significantly, the salary offered to hired women was approximately 7% higher in the treatment group [14][63]. Mechanisms - The report suggests that the wage subsidy may have alleviated hiring frictions and reduced perceived uncertainty about hiring women, particularly in firms with no prior female employees [16][17]. - The findings indicate that the subsidy facilitated higher wages and formal contracts for hired women, reflecting a potential positive shift in job quality [14][63]. Long-Term Impacts - Follow-up surveys indicated that 28% of women hired under the subsidy were no longer with the same firm after one month, but no respondents left due to the subsidy ending [18][56]. - Treated firms were 5.5 percentage points less likely to specify a male preference in job advertisements after the intervention, particularly among firms that were initially all-male [19][20].