Primary Outcomes (explanation)
Outcomes. Our analysis will focus on three families of outcomes including:
1. Mental health service utilisation (short-term outcomes): This list of outcomes aims to capture the effectiveness of our intervention in increasing
refugees’ uptake of mental healthcare.14 We construct a set of healthcare access measures for refugee i, capturing both the extensive margin (dummy
variable) and the intensive margin (continuous counts) across three dimensions:
• Contact: Whether, and how frequently, the individual engaged with any of the four partner healthcare facilities or the helpline.
• Schedule: Whether, and how often, the individual scheduled an appointment at a partner facility, either directly or via the helpline.
• Attend: Whether, and how many times, the individual attended a scheduled appointment at a partner facility.
For each of the three dimensions, namely contact, scheduling, and attendance, we also construct a variable Speed, measuring the number of months between treatment assignment and the first recorded contact, scheduled appointment, or attendance. This allows us to capture the speed of engagement, which can provide additional insights into the effectiveness of the intervention in facilitating quicker access to services.
To capture attendance outside of our partner facilities, we augment the Attend variable with data from the endline questionnaire, including a dummy variable equal to one if the refugee has consulted any mental health professional in the past year (extensive margin), as well as the number of times the
refugee has seen a mental health professional (intensive margin).
2. Mental health status (intermediate outcomes): This set of outcomes aims to capture the effectiveness of our intervention in improving refugees’ men-
tal health. We construct a series of self-reported mental health measures for refugee i, either measured in the endline survey or computed as changes be-
tween the baseline and endline surveys:
• PTSD and C-PTSD symptoms: measured through the International Trauma Questionnaire (ITQ) items.
• Self-rated improvement in health: Categorical response to a question on whether overall health has improved over the past year.
• Self-rated improvement in mental health: Categorical response to a question on whether mental health has improved over the past year as
a result of receiving mental health therapy.
• Self-rated general health: Categorical response to a question assessing general health status.
• Health satisfaction: Categorical response to a question on the level of satisfaction with current health.
3. Healthcare knowledge: (intermediate outcomes): This set of outcomes aims to capture the effectiveness of our intervention in improving refugees’ under-
standing of the French healthcare system. We construct a series of self-reported measures of mental health knowledge for refugee i, drawn either from the endline survey or computed as changes between the baseline and endline surveys:
• General knowledge: Categorical response to a question assessing the respondent’s knowledge of the French healthcare system.
• Self-scheduling capacity: Categorical response to a question on how easy it is for the respondent to obtain an appointment at a healthcare
facility when needed.
4. Socioeconomic integration (longer-term outcomes): This set of outcomes aims to capture the effectiveness of our intervention in improving refugees’
economic assimilation. We construct a series of employment and housing measures for refugee i, drawn from either the endline survey or the administrative dataset. These outcomes are measured either at the end of the treatment period or as changes between the treatment date and the end of the project.
• Employment status: Dummy variable indicating whether the participant is currently employed.
• Activity type: Set of dummy variables indicating the nature of employment (full-time, part-time, training etc.).
• Employment satisfaction: Categorical variable indicating the level of satisfaction with current employment status.
• Employment stability: Variable indicating the number of different jobs held by the refugee during the past year.
• Housing status: Dummy variable indicating whether the participant has a stable housing.
• Housing type: Set of dummy variables indicating the nature of housing (private, emergency shelter, social housing, etc.).
• Housing satisfaction: Categorical variable indicating the level of satisfaction with current housing situation.
• Housing stability: Variable indicating the number of different housing arrangements occupied by the refugee during the past year.
Depending on the findings, we may also investigate the mechanisms through which the intervention operated, using a set of additional quantitative and qualitative outcomes measured in the endline survey. These include detailed questions on why individuals did not seek mental health support, and how they obtained an appointment if they did.