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When does higher credit lower forest area? Amazon contexts change credit's impacts.

Journal articles  - Journal Article
Ruggiero, PGC; Pereda, PC; Pfaff, A
Published in: Proceedings of the National Academy of Sciences of the United States of America
March 2026

Economic activities have transformed over half of the Earth's surface and the large-scale conversion of rural forests to agropastoral production is ongoing. Raising access to credit may lead producers to expand at the expense of the forest or, instead, invest to raise yields, reducing forest loss per unit output. Looking across Brazil's enormous Amazon, we show that extremely different local contexts differ in terms of which effect of credit dominates. We distinguish those contexts using factors that affect cattle and crop production. For each of these two outputs, we find distinct credit impacts by context. Cattle credit raises deforestation where pasture expands over native forest on far frontiers. Crop credit raises deforestation where farms expand over pasture and forest remnants. Understanding impacts heterogeneity can help to reduce losses of rural forests, even while credit is supporting local economies.

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Published In

Proceedings of the National Academy of Sciences of the United States of America

DOI

EISSN

1091-6490

ISSN

0027-8424

Publication Date

March 2026

Volume

123

Issue

12

Start / End Page

e2516366123
 

Citation

APA
Chicago
ICMJE
MLA
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Ruggiero, P. G. C., Pereda, P. C., & Pfaff, A. (2026). When does higher credit lower forest area? Amazon contexts change credit's impacts. Proceedings of the National Academy of Sciences of the United States of America, 123(12), e2516366123. https://doi.org/10.1073/pnas.2516366123
Ruggiero, Patricia G. C., Paula Carvalho Pereda, and Alexander Pfaff. “When does higher credit lower forest area? Amazon contexts change credit's impacts.Proceedings of the National Academy of Sciences of the United States of America 123, no. 12 (March 2026): e2516366123. https://doi.org/10.1073/pnas.2516366123.
Ruggiero PGC, Pereda PC, Pfaff A. When does higher credit lower forest area? Amazon contexts change credit's impacts. Proceedings of the National Academy of Sciences of the United States of America. 2026 Mar;123(12):e2516366123.
Ruggiero, Patricia G. C., et al. “When does higher credit lower forest area? Amazon contexts change credit's impacts.Proceedings of the National Academy of Sciences of the United States of America, vol. 123, no. 12, Mar. 2026, p. e2516366123. Epmc, doi:10.1073/pnas.2516366123.
Ruggiero PGC, Pereda PC, Pfaff A. When does higher credit lower forest area? Amazon contexts change credit's impacts. Proceedings of the National Academy of Sciences of the United States of America. 2026 Mar;123(12):e2516366123.
Journal cover image

Published In

Proceedings of the National Academy of Sciences of the United States of America

DOI

EISSN

1091-6490

ISSN

0027-8424

Publication Date

March 2026

Volume

123

Issue

12

Start / End Page

e2516366123