Coherent Identifier About this item: 20.500.12592/r2v312

Socioemotional Skills Development in Highly Violent Contexts : Measurements and Impacts (English)

7 March 2022

Summary

Non-cognitive skills can determine socioeconomic success and the transmission of economic status across generations. Yet, evidence of cost-effective interventions that aim to develop these skills for at-risk youth living in highly violent contexts is still scarce. This paper experimentally studies the social-emotional learning and protection components of an After School Program (ASP) for teenagers in the most violent neighborhoods of El Salvador, Honduras, and Guatemala. By combining administrative records and data gathered on-site via computer from task-based games and AI-powered emotion detection algorithms, this paper measures the ASP's impacts on behavior, academic performance, and non-cognitive skills. To measure the learning component, 21 public schools were randomly assigned to extracurricular activities (Clubs), a psychology-based curriculum that aims to strengthen participants' character (Virtue), or a mindfulness and relaxation technique program (Mindful). To estimate the protection component, 8 schools were selected as pure controls with a propensity score approach. Results show that the net learning component improved behavior at school by 0.46 standard deviations and reduced a proxy for stress by 0.45 standard deviations relative to the Clubs only ASP. These results were driven by the Virtue curriculum. Although the protection component negatively impacts social-emotional skills, it is, on average, more effective for students with worse behavior at baseline, indicating that the ASP curriculum and the characteristics of the population served are key in designing policies aimed at improving students' behavior.

Authors

Tags

academic performance experimental design social work teachers school environment school enrollment quality of care propensity score matching focus group computer vision active learning extracurricular activity human behavior violent behavior criminal group daily life development research group positive impact in school baseline data labor market outcome collected data data collection process administrative datum empirical evidence adolescent boy effects of exposure cognitive outcome risky behavior shortage of funds difference in outcomes recent evidence registration form measure of outcome activity schedule study design role models risk-taking behavior data on student role modeling enrollment datum homicide rate protection mechanism international crisis improving student outcome behavioral outcome academic outcome availability of teacher measures of risk psychological interventions social intelligence public policy perspective mental concentration socioeconomic success

Disclosure Date
2022/03/07
Disclosure Status
Disclosed
Doc Name
Socioemotional Skills Development in Highly Violent Contexts : Measurements and Impacts
Originating Unit
Off of Sr VP Dev Econ/Chief Econ (DECVP)
Series Name
Policy Research working paper; no. WPS 9957; Impact Evaluation series;
Total Volume(s)
1
Unit Owning
DECRG: Human Development (DECHD)
Version Type
Final
Volume No
1

Topics