Assessing feasibility and effects of personalized remote advisories based on smartphone pictures: A formative evaluation in India

This paper provides a formative evaluation of picture-based advisories (PBA), using a cluster randomized trial in the states of Punjab and Haryana in northern India. The study randomly assigned 203 villages to one of three treatment arms: a control group, in which farmers received generic agricultur...

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Bibliographic Details

Main Authors:	Ceballos, Francisco, Kannan, Samyuktha, Kramer, Berber
Format:	Artículo preliminar
Language:	Inglés
Published:	CGIAR Research Program on Climate Change, Agriculture and Food Security 2021
Subjects:	insurance willingness to pay agricultural extension surveys technology farmers capacity development agriculture crop insurance food security imagery information and communication technologies smartphones digital technology climate change
Online Access:	https://hdl.handle.net/10568/117330