Rainfall shocks and learning outcomes: dynamic persistence and the role of local labour demand

Aparajita Dasgupta & Anahita Karandikar

Economica2026https://doi.org/10.1111/ecca.70046article
AJG 3ABDC A
Weight
0.50

Abstract

We present evidence on the role of local labour markets in driving the persistent and gendered impact of rainfall shocks on learning outcomes in rural India. We find contrasting impacts of rainfall shocks by variation in soil texture, which serves as an exogenous driver of female and children's labour force participation. Strikingly, in non‐loamy soil (high female and child labour force participation) areas, exposure to positive shocks in early life is associated with a higher likelihood of dropping out of school and being in a lower grade than is age‐appropriate, while effects are considerably attenuated in loamy areas. Furthermore, we examine dynamic complementarities and find that female children in non‐loamy areas bear the highest learning losses from a positive rainfall shock in their school‐going years, especially when they have faced positive shocks in early life. We investigate potential mechanisms by studying children's labour market response under rainfall shocks, and show that the gains or losses in learning outcomes are systematic to local labour market conditions, which influence the opportunity cost of schooling under shocks.

Open via your library →

Cite this paper

https://doi.org/https://doi.org/10.1111/ecca.70046

Or copy a formatted citation

@article{aparajita2026,
  title        = {{Rainfall shocks and learning outcomes: dynamic persistence and the role of local labour demand}},
  author       = {Aparajita Dasgupta & Anahita Karandikar},
  journal      = {Economica},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1111/ecca.70046},
}

Paste directly into BibTeX, Zotero, or your reference manager.

Flag this paper

Rainfall shocks and learning outcomes: dynamic persistence and the role of local labour demand

Flags are reviewed by the Arbiter methodology team within 5 business days.


Evidence weight

0.50

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.50 × 0.4 = 0.20
M · momentum0.50 × 0.15 = 0.07
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.