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Fully treated friendship networks produced a 0.46 standard deviation increase in knowledge (versus 0.28 SD for students with zero treated friends) and a 0.24 standard deviation increase in positive sexual attitudes (versus 0.04 SD for students with zero treated friends).
Participants acquiring work experience and a reference letter were 7.9 percentage points less likely to submit a reference letter when applying for jobs (IV coefficient = -0.079, standard error = 0.110) and reduced the total number of times a reference letter was submitted by 0.381 times.
Senior-junior pairs engage in twice-weekly structured interactions for eight weeks focusing on practical guidance and bond-building activities; empirical impacts on labor market outcomes and mental health are forthcoming.
Two-thirds (66%) of respondents identified at least one group member as family or a close friend, and over 50% reported regularly discussing private family and business matters with peers in their five-person group.
Relying heavily on informal social networks for job recruitment creates long-term structural barriers that perpetuate socioeconomic inequality across demographic groups. Exclusively circulating employment opportunities within closed social circles prevents non-connected individuals from accessing economic mobility regardless of their individual skill level.
45 percent of casual labor market participants in urban Kolkata found jobs through social connections, demonstrating that informal network reliance concentrates employment access within existing social circles unless counterbalanced by employer screening incentives.
High-stakes performance pay reduced the probability of referring relatives by 7 percentage points (from a baseline of under 15%) and increased the probability of referring coworkers by 8 percentage points (from a baseline of 12%, p < 0.05).
Under standard unincentivized conditions, male recommenders do not systematically refer the highest-quality candidates from their social networks; offering explicit financial performance incentives significantly increases the ability and test scores of referred job seekers.
Research is ongoing with results forthcoming; baseline parameters establish a 27 percent national female labor participation rate and over 75 percent annual factory turnover [1, 3, 8].
Acquiring short-term work experience increased the probability of receiving any job referral by 22.2 percentage points (p < 0.05) and increased the overall social network index by 0.306 standard deviations (p < 0.10) over the 8-month follow-up period.
Experimentally induced short-term work experience increases the likelihood of hearing about a job opportunity through contacts met during the intervention by 22.2 percentage points (p < 0.05) [19, 21]. It increases the standardized social network index by 0.306 standard deviations (p < 0.10) [19, 21].
Over 35% of reported gifts and high-value loans occurred between relatives compared to only 2% between coworkers; unincentivized workers were 7 percentage points more likely to refer relatives (baseline <15%) than workers facing performance-contingent pay.
Baseline survey results indicate that Yuva Parivartan graduates experience initial placement difficulties and disproportionately depend on personal social connections to find employment.
Longitudinal tracking of 6,000 connected peers to quantify indirect intervention spillover effects and measure how mental health influences network formation.