In Simple Words
Imagine a small-town farmer whose town only has one central market located two hours away—because bus fares consume a quarter of his weekly budget, he visits the market far less often and misses out on selling his produce at higher city prices.
Observed spending among active job seekers
- All active searchers
- 16% of total spending on search
- Searching six days a week
- 25% of total spending on search
Observed baseline medians. Six-day searchers are included among all active searchers. The comparison does not estimate a causal effect.
See source →Research question
Physical job vacancy boards and formal hiring centers are heavily concentrated in city cores, imposing high transit costs on peripheral urban youth that reduce search frequency and application rates.
Participants
N = 1,542 control job-seekers (aged 18–29, high school educated) residing at least 2.5 km from the city center in Addis Ababa, Ethiopia.
Study Design
Observational spatial distance analysis and baseline search expenditure tracking across urban geographical clusters.
Results
Living 10 km closer to the city center is associated with visiting central job boards 6.7 more times per year (0.4 SD) and submitting 1.9 more permanent job applications (0.5 SD), with active job-seekers spending a median of 16% (and up to 25%) of total weekly expenditure on search costs.
Takeaway
Establish decentralized physical or digital vacancy notice boards across urban peripheries to lower transit barriers for remote job-seekers.
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 →