Study setting and period
The study was conducted in three border towns located in the three major human trafficking corridors of Ethiopia. The three border towns were Mettema-Yohannes, Moyale, and Galafi which were bordering Sudan, Kenya, and Djibouti, respectively. Mettema-Yohannes and Moyale are located in the Highway from Cairo to Cape-town in which it enters and leaves Ethiopia, respectively. On the other hand, Galafi is located bordering Djibouti in the Highway between the two countries (Figure 1). Victims of human trafficking who returned to Ethiopia either willingly or by deportation via the three border towns were involved in the study from May to October 2016. Trafficked persons who returned to Ethiopia via Bole International Airport, Bosaso, Humera, Gambella, or any route other than the three gates were not involved in the assessment. Therefore, participants were eligible for the study as far as they entered Ethiopia in those three gates irrespective of the way they left the country.
Study design
This is a cross-sectional study conducted to examine physical health symptoms among victims of human trafficking who returned home. Participants were intercepted and interviewed at their last stage of the trafficking process, the reintegration stage, just when they entered Ethiopia. During the interview, they were asked to recall retrospectively physical health symptoms they experienced during the two years before departure and at the time of the trafficking periods.
Population, sample size, and sampling procedure
The study population includes returnees from trafficking, and their status as “trafficked” was ascertained based on the definition of the united nations (UN) 2000 protocol of human trafficking. Accordingly, if a returnee was a child (under eighteen years of age) at the time of departure and was exploited in practices such as forced labor and services, child soldering (this was observed among returnees from Yemen), or sex work, then the child would be considered as trafficked irrespective of consent. On the other hand, if an adult migrant was initially recruited by deception, fraud, or coercion, and if there was any subsequent exploitation, such as labor or sexual exploitation or recruited into military force, then it would be considered as trafficked (1).
According to a pilot study conducted on 103 trafficked persons in Metemma-Yohannes, the victims of human trafficking were able to recall events and situations they experienced during the preceding two years. Therefore, Ethiopian migrants who left their origin during the past 3 to 24 months and returned via the three major trafficking corridors were included in the study.
The sample size of study was 1387 and these participants were what we used to answer another research question, mental health symptoms and associated factors (11). The adequacy of the sample to address the prevalence of physical health symptoms was checked assuming an expected proportion of 50%, a margin of error of 5%, and a 95% confidence level. To recruit victims of trafficking, first, three out of four border towns located in the major trafficking corridors in the country were selected randomly as a primary sampling unit, and this is the first stage of sampling process. Then the secondary sampling unites were victims of trafficking who were returning home via those border towns. In this second stage, returnees who meet the UN 2000 definition of human trafficking were recruited concurrently and consecutively in the three towns until a sufficient sample size was met. All returnees through the three major trafficking corridors report to the Ethiopian emigration offices located in the respective border towns at which we intercepted and interviewed them in suitable places.
Variables of the study
The variables of interest for the current study were socio-demographic and economic characteristics (age, sex, marital status, educational level, residence, type of job at destination), pre-departure physical violence, trafficking corridor, and physical health symptoms such as headaches, stomach pain, memory problems, back pain, tooth pain, injuries, vision problem, loss appetite, etc.
Age was categorized in a similar way to studies conducted across seven European countries on trafficker persons who came from most continents (12, 13). Marital status (12-14), educational level (15, 16), region, religion, and residence (15) were used by referring to literature or considering the context of the current study setting or participants. Pre-departure physical violence was measured by asking respondents to recall experiences of physical violence from childhood to the date of departure.
Data collection tools and procedures
After a structured questionnaire was drafted in English and translated to Amharic, a pilot study was conducted in Metemma Yohannes using face to face interviews to assess the feasibility of the study and the questionnaire prepared. One hundred ninety-six returnees were involved in this small-scale assessment, and 103 of them were trafficked persons and eligible for this particular pilot study. In accordance with the findings of the pilot study, modifications were made to the questionnaire before the start of the actual study.
Four data collectors were assigned to Metemma Yohannes and two each to Moyale and Galafi towns. The data collectors, half of whom were female, were given a two-day training including a practice with the questionnaire to help them to become familiar with it. Each victim of trafficking was interviewed separately by a data collector of the same sex. The data collectors chose suitable places to conduct the interviews where participants would be encouraged to respond freely, including places near the waiting rooms of each immigration office or the hotels they booked. In situations where respondents and interviewers could not speak a common language, interpreters were employed. The principal investigator and field supervisors closely supervised the data collection.
Data Processing and Analysis
The filled questionnaire was checked manually for completeness. Data were coded and entered into Epi Info version 7 statistical packages and then exported to Stata version 14 for further analysis. Descriptive and summary statistics about symptoms of physical violence before and during trafficking were presented using tables. Chi-square tests were employed to see whether there was significant difference between the magnitude of physical health problems experienced during the two years preceding date of departure as well as the trafficking periods.
The test was considered statistically significant if its p-value was less than 0.05. In all the analyses, we assumed that the data missing mechanism was non-informative. The rationale of this assumption was that the main reasons for the nonresponse were circumstances prevailed at the time of data collection that influenced returnees not to give their interview; however, there is no basis to assume that the missing of data was related to the values of observed or unobserved study variables.