About the Authors

Pascaline Dupas

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

pdupas@stanford.edu

Affiliation Stanford University, NBER and CEPR, Stanford, CA, United States of America

Marcel Fafchamps

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Stanford University, NBER and CEPR, Stanford, CA, United States of America

Eva Lestant

Roles Data curation, Formal analysis, Funding acquisition, Project administration

Affiliation Stanford University, Stanford, CA, United States of America

Competing Interests

The authors have declared that no competing interests exist.