Baseline Ideological Selection Effect in Labor Uptake

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In Simple Words

Imagine an open door leading to a new room. People who already believe going into that room is acceptable will walk right through, while those who believe entering the room is forbidden will stay outside even if the door is held wide open.

Observed baseline attitude groups in Kolkata

More traditional gender views
Group used for comparison
Less traditional gender views
Job take-up was more likely

Observed baseline attitudes and later job take-up across job offers. Attitudes were not randomized. No group rates or claim of a causal attitude effect is supplied.

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Research question

Homogeneous labor intervention designs ignore how pre-existing gender attitudes dictate individual responsiveness to new job opportunities. Traditional normative views act as an initial psychological barrier that reduces job take-up regardless of financial incentives.

Participants

1,670 adult women (average age 30, 93% married) across rural, peri-urban, and urban Kolkata, West Bengal, India.

Study Design

Baseline survey assessing gender traditionalism indices correlated with job offer uptake across 5 randomized work treatment arms.

Results

Women with less traditional baseline gender attitudes exhibited significantly higher job take-up rates across all work arrangements compared to women holding more traditional baseline gender views.

Takeaway

Incorporate baseline gender attitudinal screening when targeting economic recruitment campaigns to identify populations requiring additional norm-shifting support.

Source and citation

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Plain-English glossary

Original explanations, informed by the references below. Examples are illustrations, not data from the studies above. The research text stays unchanged.

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 →

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