Experimental Design
In this study, we will resurvey the participants in our previous project (Angelucci and Bennett, 2024) to study the 7-year impacts of depression treatment.
In the first study, we conducted field work in a peri-urban region northwest of Bangalore, Karnataka. Our study area comprises 506 localities with at least 40 households within the catchment area of our partner NGO in the Doddaballapur, Korategere, and Gauribidanur districts.
We collaborated with Grameena Abudaya Seva Samsthe (GASS), a local social service organization that has worked with people with physical and mental disabilities since 2001. GASS aims to improve mental health and patient wellbeing by facilitating psychiatric care and providing livelihoods assistance. To support psychiatric care, GASS organizes walk-in clinics, sets up appointments, and helps transport people to health centers. It provides livelihoods assistance by counseling patients about employment and other earnings opportunities and by helping patients obtain training and small loans as appropriate.
We used a cluster-randomized design to cross-randomize psychiatric care (PC) and livelihoods assistance (LA) by locality. Before starting recruitment, we stratified the randomization by district and terciles of a locality socioeconomic index based on the 2011 Census of India. We screened about forty households per locality, with the target of selecting 1-2 participants per locality.
We sampled participants through a door-skip pattern in which the skips were proportional to locality size. Once at the household, surveyors randomly chose an available adult to screen for eligibility. We screened people for depression symptoms with the PHQ-9 depression severity scale. To obtain a sample of mildly or moderately depressed people, we recruited subjects with PHQ-9 scores of 9-20. In total, surveyors screened 6446 people in order to enroll a study sample of 1000 participants across 506 localities. We ultimately enrolled 395 participants (from 204 localities) in the control arm, 207 participants (from 99 localities) in the PC arm, 205 participants (from 102 localities) in the LA arm, and 195 participants (from 101 localities) in the PC/LA arm.