In Simple Words
Imagine trying to sample coffee drinkers in a city: if you only stand inside a high-end cafe, you get wealthier coffee drinkers, but if you only stand at a public train station, you get a completely different group. Surveying half at the cafe and half at the station yields a balanced sample of the whole population.
Observed recruitment channels in the UAE
- Recruited inside transfer branches
- 56% retained in the study
- Recruited in public areas
- 52% retained in the study
Observed recruitment groups. Retention required two of the first four weekly surveys. Recruitment channel was not randomized.
See source →Research question
Recruiting migrant study participants exclusively in public areas or exclusively inside formal financial institutions can introduce selection bias regarding financial literacy, income levels, and remitting habits. Combining public intercept sampling with formal money transfer operator (MTO) branch sampling ensures a representative sample.
Participants
8,248 total recruited Filipino migrants (85% in Dubai, 15% in Sharjah), split 50% from UAE Exchange branches and 50% from public intercept locations.
Study Design
Comparative two-arm recruitment protocol evaluating sample demographic and behavioral retention balance between MTO branch participants and public gathering space participants.
Results
Retention rates remained highly balanced across recruitment channels (56% retained inside MTO branches vs. 52% retained in public areas), confirming observable baseline balance across gender (74% female), age (mean 35 years), and monthly income (55% above median).
Takeaway
Implement balanced dual-channel sampling across commercial MTO branches and community intercept locations to minimize recruitment selection bias in migrant economic studies.
Source and citation
See source →Read alongside the research
Plain-English glossary
Original explanations, informed by the references below. Examples are illustrations, not data from the studies above. The research text stays unchanged.
- Median
The middle number after arranging the values from smallest to largest. If there are two middle numbers, use their average.
ExampleFor the values 2, 4 and 12, the middle value is 4. The median is 4.
NIST · Measures of location ↗Read more about median →- Baseline
The starting measurements in a study. Researchers use these to compare what participants were like at the start with what happens later.
ExampleBefore a training programme starts, researchers measure workers’ earnings. That first measurement is the baseline.
GET-IT glossary · Baseline characteristics ↗Read more about baseline →