Experimental Design
This study focuses on idle youths in Medellín, Colombia.
The Secretariat of Youth first pre-registered about 2,500 youth and implemented a survey to measure idleness, mental health, and vulnerability. We first selected an experimental sample of 1,400 by first screening eligibility (idleness) and then randomly sampling a target experimental group stratifying by mental health and social vulnerability.
Then, we randomly assigned participants to each of the four experimental conditions, stratifying by mental health, social vulnerability, and gender. Half of the experimental sample was assigned to treatment, half to the control group, and then within the control group, each person was assigned to one of the three intervention arms.
Randomization was done in an office using a computer. We assigned treatment as follows:
First, we stratified by mental health score (measured with GAD7 and PHQ9 tests), social vulnerability score, and gender, all measured in the preregistration survey. Then, we create a cutoff based on the over-representation of the most vulnerable strata based on both vulnerability scores. Within each stratum, we randomly order and select the first n of each one being n the cutoff. We assign treatment and control for those selected for the sample frame based on whether the order number is even or odd. Finally, within the treatment group, we randomly assign a number from 1 to 3 to identify the treatment arm.